2022/12/06 11:16:40 - 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: 1982236934 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /nvme/softwares/cuda-11.3 NVCC: Cuda compilation tools, release 11.3, V11.3.109 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-44) PyTorch: 1.11.0+cu113 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.12.0+cu113 OpenCV: 4.6.0 MMEngine: 0.3.2 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None Distributed launcher: pytorch Distributed training: True GPU number: 8 ------------------------------------------------------------ 2022/12/06 11:16:40 - mmengine - INFO - Config: model = dict( type='ImageClassifier', backbone=dict(type='RepVGG', arch='B1g2', out_indices=(3, )), neck=dict(type='GlobalAveragePooling'), head=dict( type='LinearClsHead', num_classes=1000, in_channels=2048, 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/B1g2-v2' 2022/12/06 11:16:40 - mmengine - INFO - Result has been saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/B1g2-v2/modules_statistic_results.json 2022/12/06 11:16:40 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stem.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - 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mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_1.1.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:16:47 - 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mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.14.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.weight:weight_decay=0.0001 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_3.15.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.weight:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_3x3.norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.weight:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:lr=0.1 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:weight_decay=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- backbone.stage_4.0.branch_1x1.norm.bias:decay_mult=0.0 2022/12/06 11:16:47 - mmengine - INFO - paramwise_options -- head.fc.bias:lr=0.1 2022/12/06 11:16:47 - 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([128, 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([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.conv.weight - torch.Size([128, 64, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.0.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.0.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.conv.weight - torch.Size([128, 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([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.conv.weight - torch.Size([128, 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([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.1.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_3x3.conv.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.2.branch_3x3.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_1x1.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.2.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.2.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_3x3.conv.weight - torch.Size([128, 64, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.3.branch_3x3.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_3x3.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_1x1.conv.weight - torch.Size([128, 64, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_1.3.branch_1x1.norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_1.3.branch_1x1.norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.conv.weight - torch.Size([256, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.conv.weight - torch.Size([256, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.0.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.0.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.conv.weight - torch.Size([256, 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([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.conv.weight - torch.Size([256, 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([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.1.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.2.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.2.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.conv.weight - torch.Size([256, 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([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.conv.weight - torch.Size([256, 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([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.3.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_3x3.conv.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.4.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_1x1.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.4.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.4.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_3x3.conv.weight - torch.Size([256, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.5.branch_3x3.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_3x3.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_1x1.conv.weight - torch.Size([256, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_2.5.branch_1x1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_2.5.branch_1x1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.conv.weight - torch.Size([512, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.conv.weight - torch.Size([512, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.0.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.0.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.1.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.2.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.2.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.3.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.4.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.4.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.5.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.6.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.6.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.7.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.8.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.8.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.9.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.10.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.10.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.11.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.12.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.12.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.conv.weight - torch.Size([512, 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([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.13.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_3x3.conv.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.14.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_1x1.conv.weight - torch.Size([512, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.14.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.14.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_3x3.conv.weight - torch.Size([512, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.15.branch_3x3.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_3x3.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_1x1.conv.weight - torch.Size([512, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_3.15.branch_1x1.norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_3.15.branch_1x1.norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.conv.weight - torch.Size([2048, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_3x3.norm.weight - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_3x3.norm.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.conv.weight - torch.Size([2048, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.stage_4.0.branch_1x1.norm.weight - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.stage_4.0.branch_1x1.norm.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier head.fc.weight - torch.Size([1000, 2048]): NormalInit: mean=0, std=0.01, bias=0 head.fc.bias - torch.Size([1000]): NormalInit: mean=0, std=0.01, bias=0 2022/12/06 11:16:47 - mmengine - INFO - Checkpoints will be saved to /mm_model/yuzhaohui/mmlab/repvgg/repvgg/B1g2-v2. 2022/12/06 11:16:59 - mmengine - INFO - Epoch(train) [1][ 100/5005] lr: 1.0000e-01 eta: 19:17:55 time: 0.1072 data_time: 0.0009 memory: 2855 loss: 6.8813 2022/12/06 11:17:10 - mmengine - INFO - Epoch(train) [1][ 200/5005] lr: 1.0000e-01 eta: 18:34:53 time: 0.1070 data_time: 0.0008 memory: 2855 loss: 6.8555 2022/12/06 11:17:20 - mmengine - INFO - Epoch(train) [1][ 300/5005] lr: 1.0000e-01 eta: 18:20:18 time: 0.1070 data_time: 0.0008 memory: 2855 loss: 6.7165 2022/12/06 11:17:31 - mmengine - INFO - Epoch(train) [1][ 400/5005] lr: 1.0000e-01 eta: 18:12:57 time: 0.1070 data_time: 0.0007 memory: 2855 loss: 6.6737 2022/12/06 11:17:42 - mmengine - INFO - Epoch(train) [1][ 500/5005] lr: 1.0000e-01 eta: 18:08:22 time: 0.1070 data_time: 0.0007 memory: 2855 loss: 6.5833 2022/12/06 11:17:52 - mmengine - INFO - Epoch(train) [1][ 600/5005] lr: 1.0000e-01 eta: 18:05:18 time: 0.1070 data_time: 0.0008 memory: 2855 loss: 6.3948 2022/12/06 11:18:03 - mmengine - INFO - Epoch(train) [1][ 700/5005] lr: 1.0000e-01 eta: 18:03:10 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 6.4036 2022/12/06 11:18:14 - mmengine - INFO - Epoch(train) [1][ 800/5005] lr: 1.0000e-01 eta: 18:01:28 time: 0.1070 data_time: 0.0009 memory: 2855 loss: 6.3539 2022/12/06 11:18:25 - mmengine - INFO - Epoch(train) [1][ 900/5005] lr: 9.9999e-02 eta: 18:00:05 time: 0.1071 data_time: 0.0007 memory: 2855 loss: 6.1749 2022/12/06 11:18:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:18:35 - mmengine - INFO - Epoch(train) [1][1000/5005] lr: 9.9999e-02 eta: 18:00:12 time: 0.1100 data_time: 0.0007 memory: 2855 loss: 6.1167 2022/12/06 11:18:46 - mmengine - INFO - Epoch(train) [1][1100/5005] lr: 9.9999e-02 eta: 18:00:57 time: 0.1070 data_time: 0.0008 memory: 2855 loss: 5.9448 2022/12/06 11:18:57 - mmengine - INFO - Epoch(train) [1][1200/5005] lr: 9.9999e-02 eta: 18:00:22 time: 0.1070 data_time: 0.0008 memory: 2855 loss: 5.8456 2022/12/06 11:19:08 - mmengine - INFO - Epoch(train) [1][1300/5005] lr: 9.9999e-02 eta: 18:00:04 time: 0.1071 data_time: 0.0007 memory: 2855 loss: 5.7890 2022/12/06 11:19:19 - mmengine - INFO - Epoch(train) [1][1400/5005] lr: 9.9999e-02 eta: 17:59:09 time: 0.1071 data_time: 0.0009 memory: 2855 loss: 5.8502 2022/12/06 11:19:29 - mmengine - INFO - Epoch(train) [1][1500/5005] lr: 9.9998e-02 eta: 17:58:23 time: 0.1070 data_time: 0.0008 memory: 2855 loss: 5.6546 2022/12/06 11:19:40 - mmengine - INFO - Epoch(train) [1][1600/5005] lr: 9.9998e-02 eta: 17:57:43 time: 0.1071 data_time: 0.0009 memory: 2855 loss: 5.5550 2022/12/06 11:19:51 - mmengine - INFO - Epoch(train) [1][1700/5005] lr: 9.9998e-02 eta: 17:57:02 time: 0.1071 data_time: 0.0009 memory: 2855 loss: 5.5844 2022/12/06 11:20:01 - mmengine - INFO - Epoch(train) [1][1800/5005] lr: 9.9998e-02 eta: 17:56:26 time: 0.1072 data_time: 0.0009 memory: 2855 loss: 5.5568 2022/12/06 11:20:12 - mmengine - INFO - Epoch(train) [1][1900/5005] lr: 9.9998e-02 eta: 17:55:56 time: 0.1071 data_time: 0.0008 memory: 2855 loss: 5.5779 2022/12/06 11:20:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:20:23 - mmengine - INFO - Epoch(train) [1][2000/5005] lr: 9.9997e-02 eta: 17:55:26 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 5.3968 2022/12/06 11:20:34 - mmengine - INFO - Epoch(train) [1][2100/5005] lr: 9.9997e-02 eta: 17:54:57 time: 0.1071 data_time: 0.0008 memory: 2855 loss: 5.3395 2022/12/06 11:20:44 - mmengine - INFO - Epoch(train) [1][2200/5005] lr: 9.9997e-02 eta: 17:54:30 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 5.3823 2022/12/06 11:20:55 - mmengine - INFO - Epoch(train) [1][2300/5005] lr: 9.9996e-02 eta: 17:54:04 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 5.3684 2022/12/06 11:21:06 - mmengine - INFO - Epoch(train) [1][2400/5005] lr: 9.9996e-02 eta: 17:53:40 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 5.1426 2022/12/06 11:21:17 - mmengine - INFO - Epoch(train) [1][2500/5005] lr: 9.9996e-02 eta: 17:53:19 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 4.9098 2022/12/06 11:21:27 - mmengine - INFO - Epoch(train) [1][2600/5005] lr: 9.9995e-02 eta: 17:52:58 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 5.1668 2022/12/06 11:21:38 - mmengine - INFO - Epoch(train) [1][2700/5005] lr: 9.9995e-02 eta: 17:53:09 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 4.9259 2022/12/06 11:21:49 - mmengine - INFO - Epoch(train) [1][2800/5005] lr: 9.9995e-02 eta: 17:53:12 time: 0.1071 data_time: 0.0007 memory: 2855 loss: 4.9675 2022/12/06 11:22:00 - mmengine - INFO - Epoch(train) [1][2900/5005] lr: 9.9994e-02 eta: 17:52:56 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 5.0108 2022/12/06 11:22:10 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:22:10 - mmengine - INFO - Epoch(train) [1][3000/5005] lr: 9.9994e-02 eta: 17:52:43 time: 0.1071 data_time: 0.0008 memory: 2855 loss: 4.7846 2022/12/06 11:22:21 - mmengine - INFO - Epoch(train) [1][3100/5005] lr: 9.9993e-02 eta: 17:52:22 time: 0.1071 data_time: 0.0008 memory: 2855 loss: 4.6830 2022/12/06 11:22:32 - mmengine - INFO - Epoch(train) [1][3200/5005] lr: 9.9993e-02 eta: 17:52:02 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 4.7813 2022/12/06 11:22:43 - mmengine - INFO - Epoch(train) [1][3300/5005] lr: 9.9993e-02 eta: 17:51:43 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 4.7099 2022/12/06 11:22:53 - mmengine - INFO - Epoch(train) [1][3400/5005] lr: 9.9992e-02 eta: 17:51:27 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 4.6502 2022/12/06 11:23:04 - mmengine - INFO - Epoch(train) [1][3500/5005] lr: 9.9992e-02 eta: 17:51:10 time: 0.1073 data_time: 0.0009 memory: 2855 loss: 4.7656 2022/12/06 11:23:15 - mmengine - INFO - Epoch(train) [1][3600/5005] lr: 9.9991e-02 eta: 17:50:52 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 4.5608 2022/12/06 11:23:26 - mmengine - INFO - Epoch(train) [1][3700/5005] lr: 9.9991e-02 eta: 17:50:38 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 4.7433 2022/12/06 11:23:36 - mmengine - INFO - Epoch(train) [1][3800/5005] lr: 9.9990e-02 eta: 17:50:22 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 4.6209 2022/12/06 11:23:47 - mmengine - INFO - Epoch(train) [1][3900/5005] lr: 9.9990e-02 eta: 17:50:06 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 4.4850 2022/12/06 11:23:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:23:58 - mmengine - INFO - Epoch(train) [1][4000/5005] lr: 9.9989e-02 eta: 17:49:49 time: 0.1073 data_time: 0.0007 memory: 2855 loss: 4.4147 2022/12/06 11:24:08 - mmengine - INFO - Epoch(train) [1][4100/5005] lr: 9.9989e-02 eta: 17:49:33 time: 0.1072 data_time: 0.0007 memory: 2855 loss: 4.5303 2022/12/06 11:24:19 - mmengine - INFO - Epoch(train) [1][4200/5005] lr: 9.9988e-02 eta: 17:49:17 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 4.4701 2022/12/06 11:24:30 - mmengine - INFO - Epoch(train) [1][4300/5005] lr: 9.9987e-02 eta: 17:49:03 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 4.1262 2022/12/06 11:24:41 - mmengine - INFO - Epoch(train) [1][4400/5005] lr: 9.9987e-02 eta: 17:49:23 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 4.2164 2022/12/06 11:24:52 - mmengine - INFO - Epoch(train) [1][4500/5005] lr: 9.9986e-02 eta: 17:49:07 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 4.4032 2022/12/06 11:25:02 - mmengine - INFO - Epoch(train) [1][4600/5005] lr: 9.9986e-02 eta: 17:48:52 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 4.2197 2022/12/06 11:25:13 - mmengine - INFO - Epoch(train) [1][4700/5005] lr: 9.9985e-02 eta: 17:48:45 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 4.1027 2022/12/06 11:25:24 - mmengine - INFO - Epoch(train) [1][4800/5005] lr: 9.9984e-02 eta: 17:48:29 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 4.2109 2022/12/06 11:25:35 - mmengine - INFO - Epoch(train) [1][4900/5005] lr: 9.9984e-02 eta: 17:48:14 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 4.3070 2022/12/06 11:25:45 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:25:45 - mmengine - INFO - Epoch(train) [1][5000/5005] lr: 9.9983e-02 eta: 17:48:00 time: 0.1084 data_time: 0.0019 memory: 2855 loss: 4.2500 2022/12/06 11:25:46 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:25:46 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/12/06 11:25:52 - mmengine - INFO - Epoch(val) [1][100/196] eta: 0:00:04 time: 0.0393 data_time: 0.0203 memory: 2855 2022/12/06 11:26:05 - mmengine - INFO - Epoch(val) [1][196/196] accuracy/top1: 20.7680 accuracy/top5: 43.9720 2022/12/06 11:26:16 - mmengine - INFO - Epoch(train) [2][ 100/5005] lr: 9.9982e-02 eta: 17:48:39 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 4.0983 2022/12/06 11:26:27 - mmengine - INFO - Epoch(train) [2][ 200/5005] lr: 9.9981e-02 eta: 17:48:26 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 4.2606 2022/12/06 11:26:37 - mmengine - INFO - Epoch(train) [2][ 300/5005] lr: 9.9981e-02 eta: 17:48:12 time: 0.1073 data_time: 0.0010 memory: 2855 loss: 4.1104 2022/12/06 11:26:48 - mmengine - INFO - Epoch(train) [2][ 400/5005] lr: 9.9980e-02 eta: 17:48:01 time: 0.1074 data_time: 0.0009 memory: 2855 loss: 3.8281 2022/12/06 11:26:59 - mmengine - INFO - Epoch(train) [2][ 500/5005] lr: 9.9979e-02 eta: 17:47:47 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.8967 2022/12/06 11:27:10 - mmengine - INFO - Epoch(train) [2][ 600/5005] lr: 9.9979e-02 eta: 17:47:32 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.9156 2022/12/06 11:27:20 - mmengine - INFO - Epoch(train) [2][ 700/5005] lr: 9.9978e-02 eta: 17:47:19 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 3.9413 2022/12/06 11:27:31 - mmengine - INFO - Epoch(train) [2][ 800/5005] lr: 9.9977e-02 eta: 17:47:07 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 4.0499 2022/12/06 11:27:42 - mmengine - INFO - Epoch(train) [2][ 900/5005] lr: 9.9976e-02 eta: 17:46:58 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.8858 2022/12/06 11:27:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:27:53 - mmengine - INFO - Epoch(train) [2][1000/5005] lr: 9.9975e-02 eta: 17:46:44 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.6177 2022/12/06 11:28:03 - mmengine - INFO - Epoch(train) [2][1100/5005] lr: 9.9975e-02 eta: 17:46:30 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 3.9087 2022/12/06 11:28:14 - mmengine - INFO - Epoch(train) [2][1200/5005] lr: 9.9974e-02 eta: 17:46:17 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.9871 2022/12/06 11:28:25 - mmengine - INFO - Epoch(train) [2][1300/5005] lr: 9.9973e-02 eta: 17:46:05 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.9200 2022/12/06 11:28:36 - mmengine - INFO - Epoch(train) [2][1400/5005] lr: 9.9972e-02 eta: 17:45:51 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.7385 2022/12/06 11:28:46 - mmengine - INFO - Epoch(train) [2][1500/5005] lr: 9.9971e-02 eta: 17:45:39 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.8003 2022/12/06 11:28:57 - mmengine - INFO - Epoch(train) [2][1600/5005] lr: 9.9970e-02 eta: 17:45:30 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.7766 2022/12/06 11:29:08 - mmengine - INFO - Epoch(train) [2][1700/5005] lr: 9.9969e-02 eta: 17:45:17 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.6141 2022/12/06 11:29:19 - mmengine - INFO - Epoch(train) [2][1800/5005] lr: 9.9968e-02 eta: 17:45:04 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.7511 2022/12/06 11:29:29 - mmengine - INFO - Epoch(train) [2][1900/5005] lr: 9.9967e-02 eta: 17:45:01 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 3.8427 2022/12/06 11:29:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:29:40 - mmengine - INFO - Epoch(train) [2][2000/5005] lr: 9.9966e-02 eta: 17:44:50 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 3.5693 2022/12/06 11:29:51 - mmengine - INFO - Epoch(train) [2][2100/5005] lr: 9.9965e-02 eta: 17:44:50 time: 0.1120 data_time: 0.0008 memory: 2855 loss: 3.5880 2022/12/06 11:30:02 - mmengine - INFO - Epoch(train) [2][2200/5005] lr: 9.9965e-02 eta: 17:44:39 time: 0.1073 data_time: 0.0009 memory: 2855 loss: 3.7796 2022/12/06 11:30:13 - mmengine - INFO - Epoch(train) [2][2300/5005] lr: 9.9964e-02 eta: 17:44:27 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 3.6577 2022/12/06 11:30:23 - mmengine - INFO - Epoch(train) [2][2400/5005] lr: 9.9963e-02 eta: 17:44:14 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.5508 2022/12/06 11:30:34 - mmengine - INFO - Epoch(train) [2][2500/5005] lr: 9.9961e-02 eta: 17:44:04 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.9676 2022/12/06 11:30:45 - mmengine - INFO - Epoch(train) [2][2600/5005] lr: 9.9960e-02 eta: 17:43:50 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.4030 2022/12/06 11:30:56 - mmengine - INFO - Epoch(train) [2][2700/5005] lr: 9.9959e-02 eta: 17:43:37 time: 0.1075 data_time: 0.0010 memory: 2855 loss: 3.7110 2022/12/06 11:31:06 - mmengine - INFO - Epoch(train) [2][2800/5005] lr: 9.9958e-02 eta: 17:43:24 time: 0.1073 data_time: 0.0010 memory: 2855 loss: 3.6589 2022/12/06 11:31:17 - mmengine - INFO - Epoch(train) [2][2900/5005] lr: 9.9957e-02 eta: 17:43:13 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 3.5636 2022/12/06 11:31:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:31:28 - mmengine - INFO - Epoch(train) [2][3000/5005] lr: 9.9956e-02 eta: 17:43:00 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 3.5312 2022/12/06 11:31:39 - mmengine - INFO - Epoch(train) [2][3100/5005] lr: 9.9955e-02 eta: 17:42:49 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.5467 2022/12/06 11:31:49 - mmengine - INFO - Epoch(train) [2][3200/5005] lr: 9.9954e-02 eta: 17:42:37 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 3.5070 2022/12/06 11:32:00 - mmengine - INFO - Epoch(train) [2][3300/5005] lr: 9.9953e-02 eta: 17:42:25 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.4152 2022/12/06 11:32:11 - mmengine - INFO - Epoch(train) [2][3400/5005] lr: 9.9952e-02 eta: 17:42:12 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.3853 2022/12/06 11:32:22 - mmengine - INFO - Epoch(train) [2][3500/5005] lr: 9.9951e-02 eta: 17:42:06 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 3.3211 2022/12/06 11:32:32 - mmengine - INFO - Epoch(train) [2][3600/5005] lr: 9.9949e-02 eta: 17:41:53 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.5990 2022/12/06 11:32:43 - mmengine - INFO - Epoch(train) [2][3700/5005] lr: 9.9948e-02 eta: 17:41:43 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.5072 2022/12/06 11:32:54 - mmengine - INFO - Epoch(train) [2][3800/5005] lr: 9.9947e-02 eta: 17:41:36 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.4610 2022/12/06 11:33:05 - mmengine - INFO - Epoch(train) [2][3900/5005] lr: 9.9946e-02 eta: 17:41:25 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.4365 2022/12/06 11:33:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:33:16 - mmengine - INFO - Epoch(train) [2][4000/5005] lr: 9.9945e-02 eta: 17:41:19 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.4379 2022/12/06 11:33:26 - mmengine - INFO - Epoch(train) [2][4100/5005] lr: 9.9943e-02 eta: 17:41:07 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 3.1706 2022/12/06 11:33:37 - mmengine - INFO - Epoch(train) [2][4200/5005] lr: 9.9942e-02 eta: 17:40:57 time: 0.1079 data_time: 0.0008 memory: 2855 loss: 3.6671 2022/12/06 11:33:48 - mmengine - INFO - Epoch(train) [2][4300/5005] lr: 9.9941e-02 eta: 17:40:45 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.0707 2022/12/06 11:33:59 - mmengine - INFO - Epoch(train) [2][4400/5005] lr: 9.9940e-02 eta: 17:40:33 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.2628 2022/12/06 11:34:09 - mmengine - INFO - Epoch(train) [2][4500/5005] lr: 9.9938e-02 eta: 17:40:21 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 3.4236 2022/12/06 11:34:20 - mmengine - INFO - Epoch(train) [2][4600/5005] lr: 9.9937e-02 eta: 17:40:10 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 3.3735 2022/12/06 11:34:31 - mmengine - INFO - Epoch(train) [2][4700/5005] lr: 9.9936e-02 eta: 17:39:59 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 3.1631 2022/12/06 11:34:42 - mmengine - INFO - Epoch(train) [2][4800/5005] lr: 9.9934e-02 eta: 17:39:47 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.3343 2022/12/06 11:34:52 - mmengine - INFO - Epoch(train) [2][4900/5005] lr: 9.9933e-02 eta: 17:39:35 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.4014 2022/12/06 11:35:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:35:03 - mmengine - INFO - Epoch(train) [2][5000/5005] lr: 9.9932e-02 eta: 17:39:27 time: 0.1084 data_time: 0.0018 memory: 2855 loss: 3.3409 2022/12/06 11:35:04 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:35:04 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/12/06 11:35:09 - mmengine - INFO - Epoch(val) [2][100/196] eta: 0:00:03 time: 0.0350 data_time: 0.0156 memory: 2855 2022/12/06 11:35:22 - mmengine - INFO - Epoch(val) [2][196/196] accuracy/top1: 35.5980 accuracy/top5: 61.8020 2022/12/06 11:35:33 - mmengine - INFO - Epoch(train) [3][ 100/5005] lr: 9.9930e-02 eta: 17:39:27 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.5240 2022/12/06 11:35:44 - mmengine - INFO - Epoch(train) [3][ 200/5005] lr: 9.9929e-02 eta: 17:39:14 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.2610 2022/12/06 11:35:54 - mmengine - INFO - Epoch(train) [3][ 300/5005] lr: 9.9927e-02 eta: 17:39:02 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.1824 2022/12/06 11:36:05 - mmengine - INFO - Epoch(train) [3][ 400/5005] lr: 9.9926e-02 eta: 17:38:49 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.3699 2022/12/06 11:36:16 - mmengine - INFO - Epoch(train) [3][ 500/5005] lr: 9.9924e-02 eta: 17:38:37 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.1444 2022/12/06 11:36:27 - mmengine - INFO - Epoch(train) [3][ 600/5005] lr: 9.9923e-02 eta: 17:38:24 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 3.1773 2022/12/06 11:36:37 - mmengine - INFO - Epoch(train) [3][ 700/5005] lr: 9.9922e-02 eta: 17:38:12 time: 0.1072 data_time: 0.0008 memory: 2855 loss: 3.0871 2022/12/06 11:36:48 - mmengine - INFO - Epoch(train) [3][ 800/5005] lr: 9.9920e-02 eta: 17:38:02 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.1467 2022/12/06 11:36:59 - mmengine - INFO - Epoch(train) [3][ 900/5005] lr: 9.9919e-02 eta: 17:37:54 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 3.4194 2022/12/06 11:37:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:37:10 - mmengine - INFO - Epoch(train) [3][1000/5005] lr: 9.9917e-02 eta: 17:37:43 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 3.1277 2022/12/06 11:37:20 - mmengine - INFO - Epoch(train) [3][1100/5005] lr: 9.9916e-02 eta: 17:37:31 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.3390 2022/12/06 11:37:31 - mmengine - INFO - Epoch(train) [3][1200/5005] lr: 9.9914e-02 eta: 17:37:20 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.2241 2022/12/06 11:37:42 - mmengine - INFO - Epoch(train) [3][1300/5005] lr: 9.9913e-02 eta: 17:37:08 time: 0.1073 data_time: 0.0009 memory: 2855 loss: 3.4069 2022/12/06 11:37:53 - mmengine - INFO - Epoch(train) [3][1400/5005] lr: 9.9911e-02 eta: 17:36:58 time: 0.1121 data_time: 0.0008 memory: 2855 loss: 2.9678 2022/12/06 11:38:03 - mmengine - INFO - Epoch(train) [3][1500/5005] lr: 9.9909e-02 eta: 17:36:49 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.1229 2022/12/06 11:38:14 - mmengine - INFO - Epoch(train) [3][1600/5005] lr: 9.9908e-02 eta: 17:36:39 time: 0.1078 data_time: 0.0008 memory: 2855 loss: 3.1796 2022/12/06 11:38:25 - mmengine - INFO - Epoch(train) [3][1700/5005] lr: 9.9906e-02 eta: 17:36:27 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.2099 2022/12/06 11:38:36 - mmengine - INFO - Epoch(train) [3][1800/5005] lr: 9.9905e-02 eta: 17:36:14 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 2.8459 2022/12/06 11:38:46 - mmengine - INFO - Epoch(train) [3][1900/5005] lr: 9.9903e-02 eta: 17:36:02 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.2711 2022/12/06 11:38:56 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:38:57 - mmengine - INFO - Epoch(train) [3][2000/5005] lr: 9.9901e-02 eta: 17:35:50 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.9659 2022/12/06 11:39:08 - mmengine - INFO - Epoch(train) [3][2100/5005] lr: 9.9900e-02 eta: 17:35:38 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.1572 2022/12/06 11:39:19 - mmengine - INFO - Epoch(train) [3][2200/5005] lr: 9.9898e-02 eta: 17:35:27 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.8495 2022/12/06 11:39:29 - mmengine - INFO - Epoch(train) [3][2300/5005] lr: 9.9896e-02 eta: 17:35:15 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 3.0235 2022/12/06 11:39:40 - mmengine - INFO - Epoch(train) [3][2400/5005] lr: 9.9895e-02 eta: 17:35:04 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.1877 2022/12/06 11:39:51 - mmengine - INFO - Epoch(train) [3][2500/5005] lr: 9.9893e-02 eta: 17:34:57 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 3.1410 2022/12/06 11:40:02 - mmengine - INFO - Epoch(train) [3][2600/5005] lr: 9.9891e-02 eta: 17:34:47 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 2.9774 2022/12/06 11:40:13 - mmengine - INFO - Epoch(train) [3][2700/5005] lr: 9.9890e-02 eta: 17:34:36 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.0691 2022/12/06 11:40:23 - mmengine - INFO - Epoch(train) [3][2800/5005] lr: 9.9888e-02 eta: 17:34:24 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.1647 2022/12/06 11:40:34 - mmengine - INFO - Epoch(train) [3][2900/5005] lr: 9.9886e-02 eta: 17:34:13 time: 0.1096 data_time: 0.0008 memory: 2855 loss: 2.9470 2022/12/06 11:40:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:40:45 - mmengine - INFO - Epoch(train) [3][3000/5005] lr: 9.9884e-02 eta: 17:34:02 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 3.0096 2022/12/06 11:40:56 - mmengine - INFO - Epoch(train) [3][3100/5005] lr: 9.9882e-02 eta: 17:33:51 time: 0.1097 data_time: 0.0008 memory: 2855 loss: 3.0113 2022/12/06 11:41:06 - mmengine - INFO - Epoch(train) [3][3200/5005] lr: 9.9881e-02 eta: 17:33:42 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.6679 2022/12/06 11:41:17 - mmengine - INFO - Epoch(train) [3][3300/5005] lr: 9.9879e-02 eta: 17:33:33 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.9523 2022/12/06 11:41:28 - mmengine - INFO - Epoch(train) [3][3400/5005] lr: 9.9877e-02 eta: 17:33:24 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.8464 2022/12/06 11:41:39 - mmengine - INFO - Epoch(train) [3][3500/5005] lr: 9.9875e-02 eta: 17:33:13 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.8629 2022/12/06 11:41:50 - mmengine - INFO - Epoch(train) [3][3600/5005] lr: 9.9873e-02 eta: 17:33:02 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.8836 2022/12/06 11:42:00 - mmengine - INFO - Epoch(train) [3][3700/5005] lr: 9.9872e-02 eta: 17:32:50 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.0623 2022/12/06 11:42:11 - mmengine - INFO - Epoch(train) [3][3800/5005] lr: 9.9870e-02 eta: 17:32:39 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 3.0052 2022/12/06 11:42:22 - mmengine - INFO - Epoch(train) [3][3900/5005] lr: 9.9868e-02 eta: 17:32:27 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.8564 2022/12/06 11:42:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:42:33 - mmengine - INFO - Epoch(train) [3][4000/5005] lr: 9.9866e-02 eta: 17:32:15 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 3.0617 2022/12/06 11:42:43 - mmengine - INFO - Epoch(train) [3][4100/5005] lr: 9.9864e-02 eta: 17:32:04 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 2.9909 2022/12/06 11:42:54 - mmengine - INFO - Epoch(train) [3][4200/5005] lr: 9.9862e-02 eta: 17:31:53 time: 0.1099 data_time: 0.0008 memory: 2855 loss: 3.0449 2022/12/06 11:43:05 - mmengine - INFO - Epoch(train) [3][4300/5005] lr: 9.9860e-02 eta: 17:31:42 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.6662 2022/12/06 11:43:16 - mmengine - INFO - Epoch(train) [3][4400/5005] lr: 9.9858e-02 eta: 17:31:30 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 2.9670 2022/12/06 11:43:26 - mmengine - INFO - Epoch(train) [3][4500/5005] lr: 9.9856e-02 eta: 17:31:18 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 2.8131 2022/12/06 11:43:37 - mmengine - INFO - Epoch(train) [3][4600/5005] lr: 9.9854e-02 eta: 17:31:08 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 3.0560 2022/12/06 11:43:48 - mmengine - INFO - Epoch(train) [3][4700/5005] lr: 9.9852e-02 eta: 17:30:59 time: 0.1101 data_time: 0.0008 memory: 2855 loss: 2.7926 2022/12/06 11:43:59 - mmengine - INFO - Epoch(train) [3][4800/5005] lr: 9.9850e-02 eta: 17:30:48 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.8737 2022/12/06 11:44:10 - mmengine - INFO - Epoch(train) [3][4900/5005] lr: 9.9848e-02 eta: 17:30:39 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 2.7034 2022/12/06 11:44:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:44:20 - mmengine - INFO - Epoch(train) [3][5000/5005] lr: 9.9846e-02 eta: 17:30:30 time: 0.1087 data_time: 0.0018 memory: 2855 loss: 2.9094 2022/12/06 11:44:21 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:44:21 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/12/06 11:44:26 - mmengine - INFO - Epoch(val) [3][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0161 memory: 2855 2022/12/06 11:44:39 - mmengine - INFO - Epoch(val) [3][196/196] accuracy/top1: 41.9280 accuracy/top5: 68.4700 2022/12/06 11:44:50 - mmengine - INFO - Epoch(train) [4][ 100/5005] lr: 9.9844e-02 eta: 17:30:28 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.8556 2022/12/06 11:45:01 - mmengine - INFO - Epoch(train) [4][ 200/5005] lr: 9.9842e-02 eta: 17:30:20 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.6409 2022/12/06 11:45:11 - mmengine - INFO - Epoch(train) [4][ 300/5005] lr: 9.9840e-02 eta: 17:30:09 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 3.0880 2022/12/06 11:45:22 - mmengine - INFO - Epoch(train) [4][ 400/5005] lr: 9.9838e-02 eta: 17:30:00 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.9980 2022/12/06 11:45:33 - mmengine - INFO - Epoch(train) [4][ 500/5005] lr: 9.9835e-02 eta: 17:29:49 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 2.7182 2022/12/06 11:45:44 - mmengine - INFO - Epoch(train) [4][ 600/5005] lr: 9.9833e-02 eta: 17:29:37 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 2.8404 2022/12/06 11:45:54 - mmengine - INFO - Epoch(train) [4][ 700/5005] lr: 9.9831e-02 eta: 17:29:26 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.8521 2022/12/06 11:46:05 - mmengine - INFO - Epoch(train) [4][ 800/5005] lr: 9.9829e-02 eta: 17:29:16 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 2.8867 2022/12/06 11:46:16 - mmengine - INFO - Epoch(train) [4][ 900/5005] lr: 9.9827e-02 eta: 17:29:07 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.8614 2022/12/06 11:46:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:46:27 - mmengine - INFO - Epoch(train) [4][1000/5005] lr: 9.9825e-02 eta: 17:28:56 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.7525 2022/12/06 11:46:38 - mmengine - INFO - Epoch(train) [4][1100/5005] lr: 9.9822e-02 eta: 17:28:44 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.0865 2022/12/06 11:46:48 - mmengine - INFO - Epoch(train) [4][1200/5005] lr: 9.9820e-02 eta: 17:28:33 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.8164 2022/12/06 11:46:59 - mmengine - INFO - Epoch(train) [4][1300/5005] lr: 9.9818e-02 eta: 17:28:22 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.8769 2022/12/06 11:47:10 - mmengine - INFO - Epoch(train) [4][1400/5005] lr: 9.9816e-02 eta: 17:28:11 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.0528 2022/12/06 11:47:21 - mmengine - INFO - Epoch(train) [4][1500/5005] lr: 9.9814e-02 eta: 17:27:59 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.7545 2022/12/06 11:47:31 - mmengine - INFO - Epoch(train) [4][1600/5005] lr: 9.9811e-02 eta: 17:27:48 time: 0.1073 data_time: 0.0008 memory: 2855 loss: 2.7614 2022/12/06 11:47:42 - mmengine - INFO - Epoch(train) [4][1700/5005] lr: 9.9809e-02 eta: 17:27:38 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.8806 2022/12/06 11:47:53 - mmengine - INFO - Epoch(train) [4][1800/5005] lr: 9.9807e-02 eta: 17:27:27 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.5421 2022/12/06 11:48:04 - mmengine - INFO - Epoch(train) [4][1900/5005] lr: 9.9804e-02 eta: 17:27:19 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.8319 2022/12/06 11:48:13 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:48:15 - mmengine - INFO - Epoch(train) [4][2000/5005] lr: 9.9802e-02 eta: 17:27:09 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.8174 2022/12/06 11:48:25 - mmengine - INFO - Epoch(train) [4][2100/5005] lr: 9.9800e-02 eta: 17:26:59 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.8254 2022/12/06 11:48:36 - mmengine - INFO - Epoch(train) [4][2200/5005] lr: 9.9797e-02 eta: 17:26:50 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.8993 2022/12/06 11:48:47 - mmengine - INFO - Epoch(train) [4][2300/5005] lr: 9.9795e-02 eta: 17:26:39 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.7471 2022/12/06 11:48:58 - mmengine - INFO - Epoch(train) [4][2400/5005] lr: 9.9793e-02 eta: 17:26:28 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.8409 2022/12/06 11:49:08 - mmengine - INFO - Epoch(train) [4][2500/5005] lr: 9.9790e-02 eta: 17:26:17 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 3.0355 2022/12/06 11:49:19 - mmengine - INFO - Epoch(train) [4][2600/5005] lr: 9.9788e-02 eta: 17:26:09 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.5842 2022/12/06 11:49:30 - mmengine - INFO - Epoch(train) [4][2700/5005] lr: 9.9786e-02 eta: 17:25:58 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.6960 2022/12/06 11:49:41 - mmengine - INFO - Epoch(train) [4][2800/5005] lr: 9.9783e-02 eta: 17:25:47 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.8668 2022/12/06 11:49:52 - mmengine - INFO - Epoch(train) [4][2900/5005] lr: 9.9781e-02 eta: 17:25:36 time: 0.1078 data_time: 0.0008 memory: 2855 loss: 2.7319 2022/12/06 11:50:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:50:02 - mmengine - INFO - Epoch(train) [4][3000/5005] lr: 9.9778e-02 eta: 17:25:24 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.8146 2022/12/06 11:50:13 - mmengine - INFO - Epoch(train) [4][3100/5005] lr: 9.9776e-02 eta: 17:25:13 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.8186 2022/12/06 11:50:24 - mmengine - INFO - Epoch(train) [4][3200/5005] lr: 9.9773e-02 eta: 17:25:02 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.8542 2022/12/06 11:50:35 - mmengine - INFO - Epoch(train) [4][3300/5005] lr: 9.9771e-02 eta: 17:24:52 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.9726 2022/12/06 11:50:45 - mmengine - INFO - Epoch(train) [4][3400/5005] lr: 9.9768e-02 eta: 17:24:42 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.6711 2022/12/06 11:50:56 - mmengine - INFO - Epoch(train) [4][3500/5005] lr: 9.9766e-02 eta: 17:24:34 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.6989 2022/12/06 11:51:07 - mmengine - INFO - Epoch(train) [4][3600/5005] lr: 9.9763e-02 eta: 17:24:23 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.6369 2022/12/06 11:51:18 - mmengine - INFO - Epoch(train) [4][3700/5005] lr: 9.9761e-02 eta: 17:24:15 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.8484 2022/12/06 11:51:29 - mmengine - INFO - Epoch(train) [4][3800/5005] lr: 9.9758e-02 eta: 17:24:03 time: 0.1074 data_time: 0.0009 memory: 2855 loss: 2.7929 2022/12/06 11:51:39 - mmengine - INFO - Epoch(train) [4][3900/5005] lr: 9.9755e-02 eta: 17:23:53 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.7607 2022/12/06 11:51:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:51:50 - mmengine - INFO - Epoch(train) [4][4000/5005] lr: 9.9753e-02 eta: 17:23:42 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.6202 2022/12/06 11:52:01 - mmengine - INFO - Epoch(train) [4][4100/5005] lr: 9.9750e-02 eta: 17:23:31 time: 0.1079 data_time: 0.0008 memory: 2855 loss: 2.7659 2022/12/06 11:52:12 - mmengine - INFO - Epoch(train) [4][4200/5005] lr: 9.9748e-02 eta: 17:23:21 time: 0.1126 data_time: 0.0009 memory: 2855 loss: 2.7863 2022/12/06 11:52:23 - mmengine - INFO - Epoch(train) [4][4300/5005] lr: 9.9745e-02 eta: 17:23:10 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.5180 2022/12/06 11:52:33 - mmengine - INFO - Epoch(train) [4][4400/5005] lr: 9.9742e-02 eta: 17:23:00 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.7409 2022/12/06 11:52:44 - mmengine - INFO - Epoch(train) [4][4500/5005] lr: 9.9740e-02 eta: 17:22:49 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.5736 2022/12/06 11:52:55 - mmengine - INFO - Epoch(train) [4][4600/5005] lr: 9.9737e-02 eta: 17:22:38 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.6147 2022/12/06 11:53:06 - mmengine - INFO - Epoch(train) [4][4700/5005] lr: 9.9734e-02 eta: 17:22:28 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.9258 2022/12/06 11:53:16 - mmengine - INFO - Epoch(train) [4][4800/5005] lr: 9.9732e-02 eta: 17:22:17 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.5816 2022/12/06 11:53:27 - mmengine - INFO - Epoch(train) [4][4900/5005] lr: 9.9729e-02 eta: 17:22:06 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.8266 2022/12/06 11:53:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:53:38 - mmengine - INFO - Epoch(train) [4][5000/5005] lr: 9.9726e-02 eta: 17:21:56 time: 0.1087 data_time: 0.0018 memory: 2855 loss: 2.7034 2022/12/06 11:53:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:53:39 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/12/06 11:53:44 - mmengine - INFO - Epoch(val) [4][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0157 memory: 2855 2022/12/06 11:53:57 - mmengine - INFO - Epoch(val) [4][196/196] accuracy/top1: 45.0480 accuracy/top5: 71.6540 2022/12/06 11:54:08 - mmengine - INFO - Epoch(train) [5][ 100/5005] lr: 9.9723e-02 eta: 17:21:52 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.7965 2022/12/06 11:54:19 - mmengine - INFO - Epoch(train) [5][ 200/5005] lr: 9.9721e-02 eta: 17:21:41 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.5291 2022/12/06 11:54:29 - mmengine - INFO - Epoch(train) [5][ 300/5005] lr: 9.9718e-02 eta: 17:21:31 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.4721 2022/12/06 11:54:40 - mmengine - INFO - Epoch(train) [5][ 400/5005] lr: 9.9715e-02 eta: 17:21:20 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.6883 2022/12/06 11:54:51 - mmengine - INFO - Epoch(train) [5][ 500/5005] lr: 9.9712e-02 eta: 17:21:09 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.4642 2022/12/06 11:55:02 - mmengine - INFO - Epoch(train) [5][ 600/5005] lr: 9.9709e-02 eta: 17:20:57 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.8839 2022/12/06 11:55:13 - mmengine - INFO - Epoch(train) [5][ 700/5005] lr: 9.9707e-02 eta: 17:20:46 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.8314 2022/12/06 11:55:23 - mmengine - INFO - Epoch(train) [5][ 800/5005] lr: 9.9704e-02 eta: 17:20:35 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.4754 2022/12/06 11:55:34 - mmengine - INFO - Epoch(train) [5][ 900/5005] lr: 9.9701e-02 eta: 17:20:25 time: 0.1074 data_time: 0.0009 memory: 2855 loss: 2.7438 2022/12/06 11:55:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:55:45 - mmengine - INFO - Epoch(train) [5][1000/5005] lr: 9.9698e-02 eta: 17:20:14 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.8561 2022/12/06 11:55:56 - mmengine - INFO - Epoch(train) [5][1100/5005] lr: 9.9695e-02 eta: 17:20:03 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.7218 2022/12/06 11:56:06 - mmengine - INFO - Epoch(train) [5][1200/5005] lr: 9.9692e-02 eta: 17:19:53 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.7080 2022/12/06 11:56:17 - mmengine - INFO - Epoch(train) [5][1300/5005] lr: 9.9689e-02 eta: 17:19:44 time: 0.1074 data_time: 0.0009 memory: 2855 loss: 2.6270 2022/12/06 11:56:28 - mmengine - INFO - Epoch(train) [5][1400/5005] lr: 9.9687e-02 eta: 17:19:34 time: 0.1109 data_time: 0.0008 memory: 2855 loss: 2.5201 2022/12/06 11:56:39 - mmengine - INFO - Epoch(train) [5][1500/5005] lr: 9.9684e-02 eta: 17:19:24 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.5485 2022/12/06 11:56:50 - mmengine - INFO - Epoch(train) [5][1600/5005] lr: 9.9681e-02 eta: 17:19:13 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.4160 2022/12/06 11:57:00 - mmengine - INFO - Epoch(train) [5][1700/5005] lr: 9.9678e-02 eta: 17:19:02 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.6321 2022/12/06 11:57:11 - mmengine - INFO - Epoch(train) [5][1800/5005] lr: 9.9675e-02 eta: 17:18:51 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.6491 2022/12/06 11:57:22 - mmengine - INFO - Epoch(train) [5][1900/5005] lr: 9.9672e-02 eta: 17:18:39 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.8287 2022/12/06 11:57:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:57:33 - mmengine - INFO - Epoch(train) [5][2000/5005] lr: 9.9669e-02 eta: 17:18:28 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.7149 2022/12/06 11:57:43 - mmengine - INFO - Epoch(train) [5][2100/5005] lr: 9.9666e-02 eta: 17:18:17 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.5683 2022/12/06 11:57:54 - mmengine - INFO - Epoch(train) [5][2200/5005] lr: 9.9663e-02 eta: 17:18:06 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.7452 2022/12/06 11:58:05 - mmengine - INFO - Epoch(train) [5][2300/5005] lr: 9.9660e-02 eta: 17:17:55 time: 0.1074 data_time: 0.0009 memory: 2855 loss: 2.8154 2022/12/06 11:58:16 - mmengine - INFO - Epoch(train) [5][2400/5005] lr: 9.9657e-02 eta: 17:17:46 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.7768 2022/12/06 11:58:27 - mmengine - INFO - Epoch(train) [5][2500/5005] lr: 9.9654e-02 eta: 17:17:36 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.4189 2022/12/06 11:58:37 - mmengine - INFO - Epoch(train) [5][2600/5005] lr: 9.9650e-02 eta: 17:17:25 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.8720 2022/12/06 11:58:48 - mmengine - INFO - Epoch(train) [5][2700/5005] lr: 9.9647e-02 eta: 17:17:15 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.7356 2022/12/06 11:58:59 - mmengine - INFO - Epoch(train) [5][2800/5005] lr: 9.9644e-02 eta: 17:17:03 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.5709 2022/12/06 11:59:10 - mmengine - INFO - Epoch(train) [5][2900/5005] lr: 9.9641e-02 eta: 17:16:52 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.5901 2022/12/06 11:59:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 11:59:20 - mmengine - INFO - Epoch(train) [5][3000/5005] lr: 9.9638e-02 eta: 17:16:41 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.5194 2022/12/06 11:59:31 - mmengine - INFO - Epoch(train) [5][3100/5005] lr: 9.9635e-02 eta: 17:16:34 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.4546 2022/12/06 11:59:42 - mmengine - INFO - Epoch(train) [5][3200/5005] lr: 9.9632e-02 eta: 17:16:24 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.6746 2022/12/06 11:59:53 - mmengine - INFO - Epoch(train) [5][3300/5005] lr: 9.9629e-02 eta: 17:16:13 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.5757 2022/12/06 12:00:04 - mmengine - INFO - Epoch(train) [5][3400/5005] lr: 9.9625e-02 eta: 17:16:01 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.5626 2022/12/06 12:00:15 - mmengine - INFO - Epoch(train) [5][3500/5005] lr: 9.9622e-02 eta: 17:15:50 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.5427 2022/12/06 12:00:25 - mmengine - INFO - Epoch(train) [5][3600/5005] lr: 9.9619e-02 eta: 17:15:40 time: 0.1128 data_time: 0.0009 memory: 2855 loss: 2.6719 2022/12/06 12:00:36 - mmengine - INFO - Epoch(train) [5][3700/5005] lr: 9.9616e-02 eta: 17:15:30 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.6807 2022/12/06 12:00:47 - mmengine - INFO - Epoch(train) [5][3800/5005] lr: 9.9612e-02 eta: 17:15:20 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.4160 2022/12/06 12:00:58 - mmengine - INFO - Epoch(train) [5][3900/5005] lr: 9.9609e-02 eta: 17:15:09 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.6253 2022/12/06 12:01:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:01:08 - mmengine - INFO - Epoch(train) [5][4000/5005] lr: 9.9606e-02 eta: 17:14:58 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.5109 2022/12/06 12:01:19 - mmengine - INFO - Epoch(train) [5][4100/5005] lr: 9.9603e-02 eta: 17:14:49 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.5141 2022/12/06 12:01:30 - mmengine - INFO - Epoch(train) [5][4200/5005] lr: 9.9599e-02 eta: 17:14:37 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.7322 2022/12/06 12:01:41 - mmengine - INFO - Epoch(train) [5][4300/5005] lr: 9.9596e-02 eta: 17:14:28 time: 0.1119 data_time: 0.0008 memory: 2855 loss: 2.4856 2022/12/06 12:01:52 - mmengine - INFO - Epoch(train) [5][4400/5005] lr: 9.9593e-02 eta: 17:14:16 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.6895 2022/12/06 12:02:02 - mmengine - INFO - Epoch(train) [5][4500/5005] lr: 9.9589e-02 eta: 17:14:05 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.4255 2022/12/06 12:02:13 - mmengine - INFO - Epoch(train) [5][4600/5005] lr: 9.9586e-02 eta: 17:13:55 time: 0.1074 data_time: 0.0008 memory: 2855 loss: 2.6603 2022/12/06 12:02:24 - mmengine - INFO - Epoch(train) [5][4700/5005] lr: 9.9583e-02 eta: 17:13:44 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.6835 2022/12/06 12:02:35 - mmengine - INFO - Epoch(train) [5][4800/5005] lr: 9.9579e-02 eta: 17:13:34 time: 0.1078 data_time: 0.0008 memory: 2855 loss: 2.5984 2022/12/06 12:02:46 - mmengine - INFO - Epoch(train) [5][4900/5005] lr: 9.9576e-02 eta: 17:13:24 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.6458 2022/12/06 12:02:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:02:56 - mmengine - INFO - Epoch(train) [5][5000/5005] lr: 9.9572e-02 eta: 17:13:14 time: 0.1089 data_time: 0.0017 memory: 2855 loss: 2.5140 2022/12/06 12:02:57 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:02:57 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/12/06 12:03:02 - mmengine - INFO - Epoch(val) [5][100/196] eta: 0:00:03 time: 0.0350 data_time: 0.0158 memory: 2855 2022/12/06 12:03:15 - mmengine - INFO - Epoch(val) [5][196/196] accuracy/top1: 49.3440 accuracy/top5: 74.9240 2022/12/06 12:03:26 - mmengine - INFO - Epoch(train) [6][ 100/5005] lr: 9.9569e-02 eta: 17:13:08 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.5368 2022/12/06 12:03:37 - mmengine - INFO - Epoch(train) [6][ 200/5005] lr: 9.9565e-02 eta: 17:12:57 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.6644 2022/12/06 12:03:47 - mmengine - INFO - Epoch(train) [6][ 300/5005] lr: 9.9562e-02 eta: 17:12:46 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.5350 2022/12/06 12:03:58 - mmengine - INFO - Epoch(train) [6][ 400/5005] lr: 9.9559e-02 eta: 17:12:35 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.2753 2022/12/06 12:04:09 - mmengine - INFO - Epoch(train) [6][ 500/5005] lr: 9.9555e-02 eta: 17:12:25 time: 0.1074 data_time: 0.0009 memory: 2855 loss: 2.5634 2022/12/06 12:04:20 - mmengine - INFO - Epoch(train) [6][ 600/5005] lr: 9.9552e-02 eta: 17:12:15 time: 0.1133 data_time: 0.0009 memory: 2855 loss: 2.5271 2022/12/06 12:04:31 - mmengine - INFO - Epoch(train) [6][ 700/5005] lr: 9.9548e-02 eta: 17:12:04 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.4238 2022/12/06 12:04:41 - mmengine - INFO - Epoch(train) [6][ 800/5005] lr: 9.9545e-02 eta: 17:11:53 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.4416 2022/12/06 12:04:52 - mmengine - INFO - Epoch(train) [6][ 900/5005] lr: 9.9541e-02 eta: 17:11:42 time: 0.1077 data_time: 0.0010 memory: 2855 loss: 2.5525 2022/12/06 12:05:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:05:03 - mmengine - INFO - Epoch(train) [6][1000/5005] lr: 9.9537e-02 eta: 17:11:31 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.5061 2022/12/06 12:05:14 - mmengine - INFO - Epoch(train) [6][1100/5005] lr: 9.9534e-02 eta: 17:11:20 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.7389 2022/12/06 12:05:24 - mmengine - INFO - Epoch(train) [6][1200/5005] lr: 9.9530e-02 eta: 17:11:09 time: 0.1074 data_time: 0.0009 memory: 2855 loss: 2.7052 2022/12/06 12:05:35 - mmengine - INFO - Epoch(train) [6][1300/5005] lr: 9.9527e-02 eta: 17:11:00 time: 0.1143 data_time: 0.0008 memory: 2855 loss: 2.7183 2022/12/06 12:05:46 - mmengine - INFO - Epoch(train) [6][1400/5005] lr: 9.9523e-02 eta: 17:10:49 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.4256 2022/12/06 12:05:57 - mmengine - INFO - Epoch(train) [6][1500/5005] lr: 9.9520e-02 eta: 17:10:38 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.6879 2022/12/06 12:06:08 - mmengine - INFO - Epoch(train) [6][1600/5005] lr: 9.9516e-02 eta: 17:10:30 time: 0.1125 data_time: 0.0009 memory: 2855 loss: 2.5968 2022/12/06 12:06:19 - mmengine - INFO - Epoch(train) [6][1700/5005] lr: 9.9512e-02 eta: 17:10:20 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.7236 2022/12/06 12:06:29 - mmengine - INFO - Epoch(train) [6][1800/5005] lr: 9.9509e-02 eta: 17:10:10 time: 0.1074 data_time: 0.0009 memory: 2855 loss: 2.3837 2022/12/06 12:06:40 - mmengine - INFO - Epoch(train) [6][1900/5005] lr: 9.9505e-02 eta: 17:09:59 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.5782 2022/12/06 12:06:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:06:51 - mmengine - INFO - Epoch(train) [6][2000/5005] lr: 9.9501e-02 eta: 17:09:48 time: 0.1083 data_time: 0.0009 memory: 2855 loss: 2.4370 2022/12/06 12:07:02 - mmengine - INFO - Epoch(train) [6][2100/5005] lr: 9.9498e-02 eta: 17:09:38 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.5052 2022/12/06 12:07:13 - mmengine - INFO - Epoch(train) [6][2200/5005] lr: 9.9494e-02 eta: 17:09:27 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.7698 2022/12/06 12:07:23 - mmengine - INFO - Epoch(train) [6][2300/5005] lr: 9.9490e-02 eta: 17:09:17 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.5598 2022/12/06 12:07:34 - mmengine - INFO - Epoch(train) [6][2400/5005] lr: 9.9486e-02 eta: 17:09:07 time: 0.1079 data_time: 0.0009 memory: 2855 loss: 2.3769 2022/12/06 12:07:45 - mmengine - INFO - Epoch(train) [6][2500/5005] lr: 9.9483e-02 eta: 17:08:56 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.6167 2022/12/06 12:07:56 - mmengine - INFO - Epoch(train) [6][2600/5005] lr: 9.9479e-02 eta: 17:08:45 time: 0.1075 data_time: 0.0008 memory: 2855 loss: 2.7972 2022/12/06 12:08:06 - mmengine - INFO - Epoch(train) [6][2700/5005] lr: 9.9475e-02 eta: 17:08:34 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.6870 2022/12/06 12:08:17 - mmengine - INFO - Epoch(train) [6][2800/5005] lr: 9.9471e-02 eta: 17:08:23 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.5511 2022/12/06 12:08:28 - mmengine - INFO - Epoch(train) [6][2900/5005] lr: 9.9468e-02 eta: 17:08:12 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.3012 2022/12/06 12:08:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:08:39 - mmengine - INFO - Epoch(train) [6][3000/5005] lr: 9.9464e-02 eta: 17:08:02 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.6447 2022/12/06 12:08:50 - mmengine - INFO - Epoch(train) [6][3100/5005] lr: 9.9460e-02 eta: 17:07:51 time: 0.1078 data_time: 0.0010 memory: 2855 loss: 2.4848 2022/12/06 12:09:00 - mmengine - INFO - Epoch(train) [6][3200/5005] lr: 9.9456e-02 eta: 17:07:40 time: 0.1081 data_time: 0.0009 memory: 2855 loss: 2.5235 2022/12/06 12:09:11 - mmengine - INFO - Epoch(train) [6][3300/5005] lr: 9.9452e-02 eta: 17:07:32 time: 0.1125 data_time: 0.0009 memory: 2855 loss: 2.4327 2022/12/06 12:09:22 - mmengine - INFO - Epoch(train) [6][3400/5005] lr: 9.9448e-02 eta: 17:07:21 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.5619 2022/12/06 12:09:33 - mmengine - INFO - Epoch(train) [6][3500/5005] lr: 9.9444e-02 eta: 17:07:11 time: 0.1079 data_time: 0.0009 memory: 2855 loss: 2.4711 2022/12/06 12:09:44 - mmengine - INFO - Epoch(train) [6][3600/5005] lr: 9.9441e-02 eta: 17:07:00 time: 0.1079 data_time: 0.0009 memory: 2855 loss: 2.2801 2022/12/06 12:09:54 - mmengine - INFO - Epoch(train) [6][3700/5005] lr: 9.9437e-02 eta: 17:06:50 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.6982 2022/12/06 12:10:05 - mmengine - INFO - Epoch(train) [6][3800/5005] lr: 9.9433e-02 eta: 17:06:39 time: 0.1082 data_time: 0.0009 memory: 2855 loss: 2.7800 2022/12/06 12:10:16 - mmengine - INFO - Epoch(train) [6][3900/5005] lr: 9.9429e-02 eta: 17:06:31 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.5093 2022/12/06 12:10:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:10:27 - mmengine - INFO - Epoch(train) [6][4000/5005] lr: 9.9425e-02 eta: 17:06:20 time: 0.1099 data_time: 0.0009 memory: 2855 loss: 2.5312 2022/12/06 12:10:38 - mmengine - INFO - Epoch(train) [6][4100/5005] lr: 9.9421e-02 eta: 17:06:10 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.5541 2022/12/06 12:10:49 - mmengine - INFO - Epoch(train) [6][4200/5005] lr: 9.9417e-02 eta: 17:05:59 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.3738 2022/12/06 12:10:59 - mmengine - INFO - Epoch(train) [6][4300/5005] lr: 9.9413e-02 eta: 17:05:48 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.2819 2022/12/06 12:11:10 - mmengine - INFO - Epoch(train) [6][4400/5005] lr: 9.9409e-02 eta: 17:05:37 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.5072 2022/12/06 12:11:21 - mmengine - INFO - Epoch(train) [6][4500/5005] lr: 9.9405e-02 eta: 17:05:26 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.5509 2022/12/06 12:11:32 - mmengine - INFO - Epoch(train) [6][4600/5005] lr: 9.9401e-02 eta: 17:05:15 time: 0.1079 data_time: 0.0009 memory: 2855 loss: 2.4982 2022/12/06 12:11:42 - mmengine - INFO - Epoch(train) [6][4700/5005] lr: 9.9397e-02 eta: 17:05:05 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.7098 2022/12/06 12:11:53 - mmengine - INFO - Epoch(train) [6][4800/5005] lr: 9.9393e-02 eta: 17:04:54 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.4584 2022/12/06 12:12:04 - mmengine - INFO - Epoch(train) [6][4900/5005] lr: 9.9389e-02 eta: 17:04:45 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.4198 2022/12/06 12:12:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:12:15 - mmengine - INFO - Epoch(train) [6][5000/5005] lr: 9.9385e-02 eta: 17:04:34 time: 0.1086 data_time: 0.0018 memory: 2855 loss: 2.7214 2022/12/06 12:12:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:12:15 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/12/06 12:12:20 - mmengine - INFO - Epoch(val) [6][100/196] eta: 0:00:03 time: 0.0351 data_time: 0.0159 memory: 2855 2022/12/06 12:12:33 - mmengine - INFO - Epoch(val) [6][196/196] accuracy/top1: 50.6060 accuracy/top5: 76.2980 2022/12/06 12:12:44 - mmengine - INFO - Epoch(train) [7][ 100/5005] lr: 9.9380e-02 eta: 17:04:29 time: 0.1081 data_time: 0.0009 memory: 2855 loss: 2.3927 2022/12/06 12:12:55 - mmengine - INFO - Epoch(train) [7][ 200/5005] lr: 9.9376e-02 eta: 17:04:19 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.4029 2022/12/06 12:13:06 - mmengine - INFO - Epoch(train) [7][ 300/5005] lr: 9.9372e-02 eta: 17:04:10 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.5354 2022/12/06 12:13:17 - mmengine - INFO - Epoch(train) [7][ 400/5005] lr: 9.9368e-02 eta: 17:03:59 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.1675 2022/12/06 12:13:28 - mmengine - INFO - Epoch(train) [7][ 500/5005] lr: 9.9364e-02 eta: 17:03:48 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.2815 2022/12/06 12:13:38 - mmengine - INFO - Epoch(train) [7][ 600/5005] lr: 9.9360e-02 eta: 17:03:37 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.3911 2022/12/06 12:13:49 - mmengine - INFO - Epoch(train) [7][ 700/5005] lr: 9.9355e-02 eta: 17:03:28 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.5429 2022/12/06 12:14:00 - mmengine - INFO - Epoch(train) [7][ 800/5005] lr: 9.9351e-02 eta: 17:03:18 time: 0.1080 data_time: 0.0009 memory: 2855 loss: 2.5361 2022/12/06 12:14:11 - mmengine - INFO - Epoch(train) [7][ 900/5005] lr: 9.9347e-02 eta: 17:03:07 time: 0.1080 data_time: 0.0009 memory: 2855 loss: 2.4222 2022/12/06 12:14:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:14:22 - mmengine - INFO - Epoch(train) [7][1000/5005] lr: 9.9343e-02 eta: 17:02:56 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.5507 2022/12/06 12:14:32 - mmengine - INFO - Epoch(train) [7][1100/5005] lr: 9.9339e-02 eta: 17:02:46 time: 0.1079 data_time: 0.0009 memory: 2855 loss: 2.6494 2022/12/06 12:14:43 - mmengine - INFO - Epoch(train) [7][1200/5005] lr: 9.9334e-02 eta: 17:02:35 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.6395 2022/12/06 12:14:54 - mmengine - INFO - Epoch(train) [7][1300/5005] lr: 9.9330e-02 eta: 17:02:24 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.4786 2022/12/06 12:15:05 - mmengine - INFO - Epoch(train) [7][1400/5005] lr: 9.9326e-02 eta: 17:02:13 time: 0.1076 data_time: 0.0008 memory: 2855 loss: 2.4885 2022/12/06 12:15:16 - mmengine - INFO - Epoch(train) [7][1500/5005] lr: 9.9322e-02 eta: 17:02:03 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.6013 2022/12/06 12:15:26 - mmengine - INFO - Epoch(train) [7][1600/5005] lr: 9.9317e-02 eta: 17:01:52 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.5314 2022/12/06 12:15:37 - mmengine - INFO - Epoch(train) [7][1700/5005] lr: 9.9313e-02 eta: 17:01:42 time: 0.1079 data_time: 0.0009 memory: 2855 loss: 2.3521 2022/12/06 12:15:48 - mmengine - INFO - Epoch(train) [7][1800/5005] lr: 9.9309e-02 eta: 17:01:32 time: 0.1079 data_time: 0.0009 memory: 2855 loss: 2.4801 2022/12/06 12:15:59 - mmengine - INFO - Epoch(train) [7][1900/5005] lr: 9.9304e-02 eta: 17:01:21 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.4645 2022/12/06 12:16:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:16:10 - mmengine - INFO - Epoch(train) [7][2000/5005] lr: 9.9300e-02 eta: 17:01:11 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.3262 2022/12/06 12:16:21 - mmengine - INFO - Epoch(train) [7][2100/5005] lr: 9.9296e-02 eta: 17:01:02 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.4043 2022/12/06 12:16:31 - mmengine - INFO - Epoch(train) [7][2200/5005] lr: 9.9291e-02 eta: 17:00:51 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.4411 2022/12/06 12:16:42 - mmengine - INFO - Epoch(train) [7][2300/5005] lr: 9.9287e-02 eta: 17:00:40 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.4454 2022/12/06 12:16:53 - mmengine - INFO - Epoch(train) [7][2400/5005] lr: 9.9282e-02 eta: 17:00:30 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.5935 2022/12/06 12:17:04 - mmengine - INFO - Epoch(train) [7][2500/5005] lr: 9.9278e-02 eta: 17:00:20 time: 0.1085 data_time: 0.0009 memory: 2855 loss: 2.3632 2022/12/06 12:17:15 - mmengine - INFO - Epoch(train) [7][2600/5005] lr: 9.9274e-02 eta: 17:00:10 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.5310 2022/12/06 12:17:25 - mmengine - INFO - Epoch(train) [7][2700/5005] lr: 9.9269e-02 eta: 16:59:59 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.1320 2022/12/06 12:17:36 - mmengine - INFO - Epoch(train) [7][2800/5005] lr: 9.9265e-02 eta: 16:59:49 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.5200 2022/12/06 12:17:47 - mmengine - INFO - Epoch(train) [7][2900/5005] lr: 9.9260e-02 eta: 16:59:38 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.4623 2022/12/06 12:17:55 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:17:58 - mmengine - INFO - Epoch(train) [7][3000/5005] lr: 9.9256e-02 eta: 16:59:28 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.4230 2022/12/06 12:18:09 - mmengine - INFO - Epoch(train) [7][3100/5005] lr: 9.9251e-02 eta: 16:59:17 time: 0.1077 data_time: 0.0010 memory: 2855 loss: 2.1938 2022/12/06 12:18:19 - mmengine - INFO - Epoch(train) [7][3200/5005] lr: 9.9247e-02 eta: 16:59:06 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.0230 2022/12/06 12:18:30 - mmengine - INFO - Epoch(train) [7][3300/5005] lr: 9.9242e-02 eta: 16:58:57 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.4718 2022/12/06 12:18:41 - mmengine - INFO - Epoch(train) [7][3400/5005] lr: 9.9238e-02 eta: 16:58:46 time: 0.1076 data_time: 0.0010 memory: 2855 loss: 2.3936 2022/12/06 12:18:52 - mmengine - INFO - Epoch(train) [7][3500/5005] lr: 9.9233e-02 eta: 16:58:35 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.3605 2022/12/06 12:19:03 - mmengine - INFO - Epoch(train) [7][3600/5005] lr: 9.9228e-02 eta: 16:58:25 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.5825 2022/12/06 12:19:13 - mmengine - INFO - Epoch(train) [7][3700/5005] lr: 9.9224e-02 eta: 16:58:13 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.5619 2022/12/06 12:19:24 - mmengine - INFO - Epoch(train) [7][3800/5005] lr: 9.9219e-02 eta: 16:58:03 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.4048 2022/12/06 12:19:35 - mmengine - INFO - Epoch(train) [7][3900/5005] lr: 9.9215e-02 eta: 16:57:52 time: 0.1077 data_time: 0.0008 memory: 2855 loss: 2.5554 2022/12/06 12:19:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:19:46 - mmengine - INFO - Epoch(train) [7][4000/5005] lr: 9.9210e-02 eta: 16:57:41 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.4555 2022/12/06 12:19:57 - mmengine - INFO - Epoch(train) [7][4100/5005] lr: 9.9205e-02 eta: 16:57:31 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.4554 2022/12/06 12:20:07 - mmengine - INFO - Epoch(train) [7][4200/5005] lr: 9.9201e-02 eta: 16:57:21 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.4864 2022/12/06 12:20:18 - mmengine - INFO - Epoch(train) [7][4300/5005] lr: 9.9196e-02 eta: 16:57:10 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.4212 2022/12/06 12:20:29 - mmengine - INFO - Epoch(train) [7][4400/5005] lr: 9.9191e-02 eta: 16:56:59 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.5188 2022/12/06 12:20:40 - mmengine - INFO - Epoch(train) [7][4500/5005] lr: 9.9187e-02 eta: 16:56:48 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.5881 2022/12/06 12:20:51 - mmengine - INFO - Epoch(train) [7][4600/5005] lr: 9.9182e-02 eta: 16:56:37 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.2293 2022/12/06 12:21:01 - mmengine - INFO - Epoch(train) [7][4700/5005] lr: 9.9177e-02 eta: 16:56:27 time: 0.1105 data_time: 0.0009 memory: 2855 loss: 2.2830 2022/12/06 12:21:12 - mmengine - INFO - Epoch(train) [7][4800/5005] lr: 9.9173e-02 eta: 16:56:16 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.5203 2022/12/06 12:21:23 - mmengine - INFO - Epoch(train) [7][4900/5005] lr: 9.9168e-02 eta: 16:56:06 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.2725 2022/12/06 12:21:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:21:34 - mmengine - INFO - Epoch(train) [7][5000/5005] lr: 9.9163e-02 eta: 16:55:55 time: 0.1085 data_time: 0.0017 memory: 2855 loss: 2.3287 2022/12/06 12:21:34 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:21:34 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/12/06 12:21:39 - mmengine - INFO - Epoch(val) [7][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0087 memory: 2855 2022/12/06 12:21:52 - mmengine - INFO - Epoch(val) [7][196/196] accuracy/top1: 51.3540 accuracy/top5: 76.6000 2022/12/06 12:22:03 - mmengine - INFO - Epoch(train) [8][ 100/5005] lr: 9.9158e-02 eta: 16:55:49 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.3682 2022/12/06 12:22:14 - mmengine - INFO - Epoch(train) [8][ 200/5005] lr: 9.9153e-02 eta: 16:55:38 time: 0.1075 data_time: 0.0009 memory: 2855 loss: 2.3690 2022/12/06 12:22:25 - mmengine - INFO - Epoch(train) [8][ 300/5005] lr: 9.9148e-02 eta: 16:55:27 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.6228 2022/12/06 12:22:36 - mmengine - INFO - Epoch(train) [8][ 400/5005] lr: 9.9144e-02 eta: 16:55:16 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.6172 2022/12/06 12:22:46 - mmengine - INFO - Epoch(train) [8][ 500/5005] lr: 9.9139e-02 eta: 16:55:05 time: 0.1076 data_time: 0.0009 memory: 2855 loss: 2.4628 2022/12/06 12:22:57 - mmengine - INFO - Epoch(train) [8][ 600/5005] lr: 9.9134e-02 eta: 16:54:55 time: 0.1079 data_time: 0.0009 memory: 2855 loss: 2.4315 2022/12/06 12:23:08 - mmengine - INFO - Epoch(train) [8][ 700/5005] lr: 9.9129e-02 eta: 16:54:45 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.4777 2022/12/06 12:23:19 - mmengine - INFO - Epoch(train) [8][ 800/5005] lr: 9.9124e-02 eta: 16:54:34 time: 0.1080 data_time: 0.0009 memory: 2855 loss: 2.3712 2022/12/06 12:23:30 - mmengine - INFO - Epoch(train) [8][ 900/5005] lr: 9.9119e-02 eta: 16:54:25 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.2999 2022/12/06 12:23:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:23:40 - mmengine - INFO - Epoch(train) [8][1000/5005] lr: 9.9114e-02 eta: 16:54:14 time: 0.1077 data_time: 0.0009 memory: 2855 loss: 2.4139 2022/12/06 12:23:51 - mmengine - INFO - Epoch(train) [8][1100/5005] lr: 9.9110e-02 eta: 16:54:03 time: 0.1078 data_time: 0.0009 memory: 2855 loss: 2.1971 2022/12/06 12:24:02 - mmengine - INFO - Epoch(train) [8][1200/5005] lr: 9.9105e-02 eta: 16:53:52 time: 0.1079 data_time: 0.0009 memory: 2855 loss: 2.3401 2022/12/06 12:24:13 - mmengine - INFO - Epoch(train) [8][1300/5005] lr: 9.9100e-02 eta: 16:53:42 time: 0.1080 data_time: 0.0009 memory: 2855 loss: 2.3455 2022/12/06 12:24:24 - mmengine - INFO - Epoch(train) [8][1400/5005] lr: 9.9095e-02 eta: 16:53:33 time: 0.1081 data_time: 0.0009 memory: 2855 loss: 2.4237 2022/12/06 12:24:35 - mmengine - INFO - Epoch(train) [8][1500/5005] lr: 9.9090e-02 eta: 16:53:34 time: 0.1227 data_time: 0.0010 memory: 2855 loss: 2.4849 2022/12/06 12:24:46 - mmengine - INFO - Epoch(train) [8][1600/5005] lr: 9.9085e-02 eta: 16:53:28 time: 0.1089 data_time: 0.0009 memory: 2855 loss: 2.3597 2022/12/06 12:25:04 - mmengine - INFO - Epoch(train) [8][1700/5005] lr: 9.9080e-02 eta: 16:55:06 time: 0.2726 data_time: 0.0038 memory: 2855 loss: 2.4522 2022/12/06 12:25:29 - mmengine - INFO - Epoch(train) [8][1800/5005] lr: 9.9075e-02 eta: 16:58:35 time: 0.2418 data_time: 0.0010 memory: 2855 loss: 2.3671 2022/12/06 12:25:54 - mmengine - INFO - Epoch(train) [8][1900/5005] lr: 9.9070e-02 eta: 17:01:56 time: 0.2507 data_time: 0.0011 memory: 2855 loss: 2.3113 2022/12/06 12:26:10 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:26:19 - mmengine - INFO - Epoch(train) [8][2000/5005] lr: 9.9065e-02 eta: 17:05:17 time: 0.2515 data_time: 0.0010 memory: 2855 loss: 2.4198 2022/12/06 12:26:44 - mmengine - INFO - Epoch(train) [8][2100/5005] lr: 9.9060e-02 eta: 17:08:36 time: 0.2442 data_time: 0.0011 memory: 2855 loss: 2.2957 2022/12/06 12:27:09 - mmengine - INFO - Epoch(train) [8][2200/5005] lr: 9.9055e-02 eta: 17:11:57 time: 0.2506 data_time: 0.0010 memory: 2855 loss: 2.7191 2022/12/06 12:27:34 - mmengine - INFO - Epoch(train) [8][2300/5005] lr: 9.9050e-02 eta: 17:15:13 time: 0.2456 data_time: 0.0011 memory: 2855 loss: 2.4373 2022/12/06 12:27:58 - mmengine - INFO - Epoch(train) [8][2400/5005] lr: 9.9045e-02 eta: 17:18:27 time: 0.2473 data_time: 0.0012 memory: 2855 loss: 2.4807 2022/12/06 12:28:23 - mmengine - INFO - Epoch(train) [8][2500/5005] lr: 9.9039e-02 eta: 17:21:41 time: 0.2445 data_time: 0.0010 memory: 2855 loss: 2.2545 2022/12/06 12:28:48 - mmengine - INFO - Epoch(train) [8][2600/5005] lr: 9.9034e-02 eta: 17:24:53 time: 0.2491 data_time: 0.0012 memory: 2855 loss: 2.2887 2022/12/06 12:29:12 - mmengine - INFO - Epoch(train) [8][2700/5005] lr: 9.9029e-02 eta: 17:28:03 time: 0.2433 data_time: 0.0011 memory: 2855 loss: 2.3374 2022/12/06 12:29:37 - mmengine - INFO - Epoch(train) [8][2800/5005] lr: 9.9024e-02 eta: 17:31:15 time: 0.2499 data_time: 0.0012 memory: 2855 loss: 2.2793 2022/12/06 12:30:02 - mmengine - INFO - Epoch(train) [8][2900/5005] lr: 9.9019e-02 eta: 17:34:25 time: 0.2483 data_time: 0.0013 memory: 2855 loss: 2.2615 2022/12/06 12:30:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:30:27 - mmengine - INFO - Epoch(train) [8][3000/5005] lr: 9.9014e-02 eta: 17:37:32 time: 0.2416 data_time: 0.0009 memory: 2855 loss: 2.4820 2022/12/06 12:30:49 - mmengine - INFO - Epoch(train) [8][3100/5005] lr: 9.9009e-02 eta: 17:40:06 time: 0.1858 data_time: 0.0055 memory: 2855 loss: 2.3083 2022/12/06 12:31:13 - mmengine - INFO - Epoch(train) [8][3200/5005] lr: 9.9003e-02 eta: 17:42:56 time: 0.2456 data_time: 0.0010 memory: 2855 loss: 2.3131 2022/12/06 12:31:38 - mmengine - INFO - Epoch(train) [8][3300/5005] lr: 9.8998e-02 eta: 17:46:02 time: 0.2500 data_time: 0.0010 memory: 2855 loss: 2.2792 2022/12/06 12:32:02 - mmengine - INFO - Epoch(train) [8][3400/5005] lr: 9.8993e-02 eta: 17:49:05 time: 0.2496 data_time: 0.0011 memory: 2855 loss: 2.4177 2022/12/06 12:32:27 - mmengine - INFO - Epoch(train) [8][3500/5005] lr: 9.8988e-02 eta: 17:52:07 time: 0.2464 data_time: 0.0012 memory: 2855 loss: 2.5913 2022/12/06 12:32:52 - mmengine - INFO - Epoch(train) [8][3600/5005] lr: 9.8983e-02 eta: 17:55:08 time: 0.2435 data_time: 0.0012 memory: 2855 loss: 2.5825 2022/12/06 12:33:16 - mmengine - INFO - Epoch(train) [8][3700/5005] lr: 9.8977e-02 eta: 17:58:09 time: 0.2443 data_time: 0.0010 memory: 2855 loss: 2.3452 2022/12/06 12:33:41 - mmengine - INFO - Epoch(train) [8][3800/5005] lr: 9.8972e-02 eta: 18:01:09 time: 0.2493 data_time: 0.0011 memory: 2855 loss: 2.4118 2022/12/06 12:34:06 - mmengine - INFO - Epoch(train) [8][3900/5005] lr: 9.8967e-02 eta: 18:04:07 time: 0.2425 data_time: 0.0011 memory: 2855 loss: 2.3923 2022/12/06 12:34:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:34:31 - mmengine - INFO - Epoch(train) [8][4000/5005] lr: 9.8961e-02 eta: 18:07:04 time: 0.2486 data_time: 0.0012 memory: 2855 loss: 2.4202 2022/12/06 12:34:55 - mmengine - INFO - Epoch(train) [8][4100/5005] lr: 9.8956e-02 eta: 18:10:02 time: 0.2592 data_time: 0.0010 memory: 2855 loss: 2.4250 2022/12/06 12:35:20 - mmengine - INFO - Epoch(train) [8][4200/5005] lr: 9.8951e-02 eta: 18:12:56 time: 0.2479 data_time: 0.0014 memory: 2855 loss: 2.3648 2022/12/06 12:35:45 - mmengine - INFO - Epoch(train) [8][4300/5005] lr: 9.8945e-02 eta: 18:15:51 time: 0.2478 data_time: 0.0011 memory: 2855 loss: 2.2548 2022/12/06 12:36:10 - mmengine - INFO - Epoch(train) [8][4400/5005] lr: 9.8940e-02 eta: 18:18:44 time: 0.2483 data_time: 0.0012 memory: 2855 loss: 2.5089 2022/12/06 12:36:34 - mmengine - INFO - Epoch(train) [8][4500/5005] lr: 9.8935e-02 eta: 18:21:37 time: 0.2495 data_time: 0.0009 memory: 2855 loss: 2.1106 2022/12/06 12:36:55 - mmengine - INFO - Epoch(train) [8][4600/5005] lr: 9.8929e-02 eta: 18:23:26 time: 0.2730 data_time: 0.0079 memory: 2855 loss: 2.3807 2022/12/06 12:37:20 - mmengine - INFO - Epoch(train) [8][4700/5005] lr: 9.8924e-02 eta: 18:26:23 time: 0.2509 data_time: 0.0010 memory: 2855 loss: 2.1339 2022/12/06 12:37:45 - mmengine - INFO - Epoch(train) [8][4800/5005] lr: 9.8919e-02 eta: 18:29:12 time: 0.2504 data_time: 0.0013 memory: 2855 loss: 2.4536 2022/12/06 12:38:09 - mmengine - INFO - Epoch(train) [8][4900/5005] lr: 9.8913e-02 eta: 18:31:59 time: 0.2415 data_time: 0.0010 memory: 2855 loss: 2.3712 2022/12/06 12:38:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:38:34 - mmengine - INFO - Epoch(train) [8][5000/5005] lr: 9.8908e-02 eta: 18:34:48 time: 0.2502 data_time: 0.0030 memory: 2855 loss: 2.4067 2022/12/06 12:38:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:38:35 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/12/06 12:38:44 - mmengine - INFO - Epoch(val) [8][100/196] eta: 0:00:06 time: 0.0748 data_time: 0.0351 memory: 2855 2022/12/06 12:39:00 - mmengine - INFO - Epoch(val) [8][196/196] accuracy/top1: 52.8300 accuracy/top5: 77.9680 2022/12/06 12:39:26 - mmengine - INFO - Epoch(train) [9][ 100/5005] lr: 9.8902e-02 eta: 18:37:48 time: 0.2514 data_time: 0.0010 memory: 2855 loss: 2.3027 2022/12/06 12:39:50 - mmengine - INFO - Epoch(train) [9][ 200/5005] lr: 9.8897e-02 eta: 18:40:31 time: 0.2428 data_time: 0.0010 memory: 2855 loss: 2.6505 2022/12/06 12:40:15 - mmengine - INFO - Epoch(train) [9][ 300/5005] lr: 9.8891e-02 eta: 18:43:15 time: 0.2435 data_time: 0.0011 memory: 2855 loss: 2.4331 2022/12/06 12:40:39 - mmengine - INFO - Epoch(train) [9][ 400/5005] lr: 9.8886e-02 eta: 18:45:57 time: 0.2430 data_time: 0.0013 memory: 2855 loss: 2.2143 2022/12/06 12:41:04 - mmengine - INFO - Epoch(train) [9][ 500/5005] lr: 9.8880e-02 eta: 18:48:38 time: 0.2479 data_time: 0.0011 memory: 2855 loss: 2.3707 2022/12/06 12:41:29 - mmengine - INFO - Epoch(train) [9][ 600/5005] lr: 9.8875e-02 eta: 18:51:19 time: 0.2480 data_time: 0.0012 memory: 2855 loss: 2.4895 2022/12/06 12:41:53 - mmengine - INFO - Epoch(train) [9][ 700/5005] lr: 9.8869e-02 eta: 18:53:59 time: 0.2435 data_time: 0.0011 memory: 2855 loss: 2.1896 2022/12/06 12:42:18 - mmengine - INFO - Epoch(train) [9][ 800/5005] lr: 9.8864e-02 eta: 18:56:40 time: 0.2483 data_time: 0.0009 memory: 2855 loss: 2.3780 2022/12/06 12:42:40 - mmengine - INFO - Epoch(train) [9][ 900/5005] lr: 9.8858e-02 eta: 18:58:38 time: 0.1638 data_time: 0.0045 memory: 2855 loss: 2.4284 2022/12/06 12:42:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:43:04 - mmengine - INFO - Epoch(train) [9][1000/5005] lr: 9.8852e-02 eta: 19:01:05 time: 0.2481 data_time: 0.0010 memory: 2855 loss: 2.5230 2022/12/06 12:43:29 - mmengine - INFO - Epoch(train) [9][1100/5005] lr: 9.8847e-02 eta: 19:03:44 time: 0.2431 data_time: 0.0010 memory: 2855 loss: 2.4461 2022/12/06 12:43:53 - mmengine - INFO - Epoch(train) [9][1200/5005] lr: 9.8841e-02 eta: 19:06:22 time: 0.2494 data_time: 0.0010 memory: 2855 loss: 2.2482 2022/12/06 12:44:18 - mmengine - INFO - Epoch(train) [9][1300/5005] lr: 9.8836e-02 eta: 19:08:57 time: 0.2461 data_time: 0.0010 memory: 2855 loss: 2.3657 2022/12/06 12:44:43 - mmengine - INFO - Epoch(train) [9][1400/5005] lr: 9.8830e-02 eta: 19:11:31 time: 0.2495 data_time: 0.0013 memory: 2855 loss: 2.2827 2022/12/06 12:45:07 - mmengine - INFO - Epoch(train) [9][1500/5005] lr: 9.8824e-02 eta: 19:14:04 time: 0.2449 data_time: 0.0012 memory: 2855 loss: 2.6612 2022/12/06 12:45:32 - mmengine - INFO - Epoch(train) [9][1600/5005] lr: 9.8819e-02 eta: 19:16:37 time: 0.2506 data_time: 0.0012 memory: 2855 loss: 2.1201 2022/12/06 12:45:57 - mmengine - INFO - Epoch(train) [9][1700/5005] lr: 9.8813e-02 eta: 19:19:09 time: 0.2501 data_time: 0.0011 memory: 2855 loss: 2.3146 2022/12/06 12:46:22 - mmengine - INFO - Epoch(train) [9][1800/5005] lr: 9.8807e-02 eta: 19:21:40 time: 0.2453 data_time: 0.0012 memory: 2855 loss: 2.3998 2022/12/06 12:46:47 - mmengine - INFO - Epoch(train) [9][1900/5005] lr: 9.8802e-02 eta: 19:24:13 time: 0.2537 data_time: 0.0012 memory: 2855 loss: 2.4931 2022/12/06 12:47:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:47:11 - mmengine - INFO - Epoch(train) [9][2000/5005] lr: 9.8796e-02 eta: 19:26:41 time: 0.2398 data_time: 0.0014 memory: 2855 loss: 2.4917 2022/12/06 12:47:36 - mmengine - INFO - Epoch(train) [9][2100/5005] lr: 9.8790e-02 eta: 19:29:08 time: 0.2393 data_time: 0.0012 memory: 2855 loss: 2.5191 2022/12/06 12:48:00 - mmengine - INFO - Epoch(train) [9][2200/5005] lr: 9.8785e-02 eta: 19:31:35 time: 0.2411 data_time: 0.0009 memory: 2855 loss: 2.4253 2022/12/06 12:48:25 - mmengine - INFO - Epoch(train) [9][2300/5005] lr: 9.8779e-02 eta: 19:34:04 time: 0.2445 data_time: 0.0009 memory: 2855 loss: 2.2077 2022/12/06 12:48:47 - mmengine - INFO - Epoch(train) [9][2400/5005] lr: 9.8773e-02 eta: 19:35:48 time: 0.2641 data_time: 0.0079 memory: 2855 loss: 2.4868 2022/12/06 12:49:12 - mmengine - INFO - Epoch(train) [9][2500/5005] lr: 9.8767e-02 eta: 19:38:15 time: 0.2503 data_time: 0.0010 memory: 2855 loss: 2.2867 2022/12/06 12:49:36 - mmengine - INFO - Epoch(train) [9][2600/5005] lr: 9.8762e-02 eta: 19:40:38 time: 0.2441 data_time: 0.0013 memory: 2855 loss: 2.3437 2022/12/06 12:50:01 - mmengine - INFO - Epoch(train) [9][2700/5005] lr: 9.8756e-02 eta: 19:43:02 time: 0.2505 data_time: 0.0012 memory: 2855 loss: 2.4652 2022/12/06 12:50:26 - mmengine - INFO - Epoch(train) [9][2800/5005] lr: 9.8750e-02 eta: 19:45:25 time: 0.2400 data_time: 0.0012 memory: 2855 loss: 2.3293 2022/12/06 12:50:50 - mmengine - INFO - Epoch(train) [9][2900/5005] lr: 9.8744e-02 eta: 19:47:46 time: 0.2479 data_time: 0.0011 memory: 2855 loss: 2.3072 2022/12/06 12:51:05 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:51:15 - mmengine - INFO - Epoch(train) [9][3000/5005] lr: 9.8738e-02 eta: 19:50:09 time: 0.2517 data_time: 0.0011 memory: 2855 loss: 2.2960 2022/12/06 12:51:40 - mmengine - INFO - Epoch(train) [9][3100/5005] lr: 9.8732e-02 eta: 19:52:30 time: 0.2458 data_time: 0.0013 memory: 2855 loss: 2.3322 2022/12/06 12:52:04 - mmengine - INFO - Epoch(train) [9][3200/5005] lr: 9.8727e-02 eta: 19:54:48 time: 0.2470 data_time: 0.0012 memory: 2855 loss: 2.3362 2022/12/06 12:52:29 - mmengine - INFO - Epoch(train) [9][3300/5005] lr: 9.8721e-02 eta: 19:57:06 time: 0.2480 data_time: 0.0012 memory: 2855 loss: 2.3535 2022/12/06 12:52:53 - mmengine - INFO - Epoch(train) [9][3400/5005] lr: 9.8715e-02 eta: 19:59:23 time: 0.2514 data_time: 0.0013 memory: 2855 loss: 2.2393 2022/12/06 12:53:18 - mmengine - INFO - Epoch(train) [9][3500/5005] lr: 9.8709e-02 eta: 20:01:39 time: 0.2463 data_time: 0.0012 memory: 2855 loss: 2.2325 2022/12/06 12:53:43 - mmengine - INFO - Epoch(train) [9][3600/5005] lr: 9.8703e-02 eta: 20:03:58 time: 0.2431 data_time: 0.0014 memory: 2855 loss: 2.3686 2022/12/06 12:54:08 - mmengine - INFO - Epoch(train) [9][3700/5005] lr: 9.8697e-02 eta: 20:06:13 time: 0.2468 data_time: 0.0010 memory: 2855 loss: 2.3793 2022/12/06 12:54:31 - mmengine - INFO - Epoch(train) [9][3800/5005] lr: 9.8691e-02 eta: 20:08:14 time: 0.1583 data_time: 0.0028 memory: 2855 loss: 2.3691 2022/12/06 12:54:53 - mmengine - INFO - Epoch(train) [9][3900/5005] lr: 9.8685e-02 eta: 20:09:52 time: 0.2393 data_time: 0.0013 memory: 2855 loss: 2.1990 2022/12/06 12:55:08 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:55:18 - mmengine - INFO - Epoch(train) [9][4000/5005] lr: 9.8679e-02 eta: 20:12:06 time: 0.2517 data_time: 0.0011 memory: 2855 loss: 2.4529 2022/12/06 12:55:42 - mmengine - INFO - Epoch(train) [9][4100/5005] lr: 9.8673e-02 eta: 20:14:20 time: 0.2492 data_time: 0.0011 memory: 2855 loss: 2.4239 2022/12/06 12:56:07 - mmengine - INFO - Epoch(train) [9][4200/5005] lr: 9.8667e-02 eta: 20:16:32 time: 0.2503 data_time: 0.0012 memory: 2855 loss: 2.3264 2022/12/06 12:56:32 - mmengine - INFO - Epoch(train) [9][4300/5005] lr: 9.8661e-02 eta: 20:18:44 time: 0.2452 data_time: 0.0011 memory: 2855 loss: 2.4589 2022/12/06 12:56:56 - mmengine - INFO - Epoch(train) [9][4400/5005] lr: 9.8655e-02 eta: 20:20:55 time: 0.2448 data_time: 0.0012 memory: 2855 loss: 2.3745 2022/12/06 12:57:21 - mmengine - INFO - Epoch(train) [9][4500/5005] lr: 9.8649e-02 eta: 20:23:06 time: 0.2457 data_time: 0.0015 memory: 2855 loss: 2.6779 2022/12/06 12:57:46 - mmengine - INFO - Epoch(train) [9][4600/5005] lr: 9.8643e-02 eta: 20:25:16 time: 0.2469 data_time: 0.0013 memory: 2855 loss: 2.3720 2022/12/06 12:58:10 - mmengine - INFO - Epoch(train) [9][4700/5005] lr: 9.8637e-02 eta: 20:27:24 time: 0.2476 data_time: 0.0013 memory: 2855 loss: 2.2111 2022/12/06 12:58:35 - mmengine - INFO - Epoch(train) [9][4800/5005] lr: 9.8631e-02 eta: 20:29:31 time: 0.2391 data_time: 0.0014 memory: 2855 loss: 2.3097 2022/12/06 12:59:00 - mmengine - INFO - Epoch(train) [9][4900/5005] lr: 9.8625e-02 eta: 20:31:38 time: 0.2469 data_time: 0.0012 memory: 2855 loss: 2.5639 2022/12/06 12:59:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:59:24 - mmengine - INFO - Epoch(train) [9][5000/5005] lr: 9.8619e-02 eta: 20:33:46 time: 0.2508 data_time: 0.0027 memory: 2855 loss: 2.3343 2022/12/06 12:59:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 12:59:26 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/12/06 12:59:34 - mmengine - INFO - Epoch(val) [9][100/196] eta: 0:00:06 time: 0.0767 data_time: 0.0346 memory: 2855 2022/12/06 12:59:50 - mmengine - INFO - Epoch(val) [9][196/196] accuracy/top1: 52.4700 accuracy/top5: 76.9840 2022/12/06 13:00:16 - mmengine - INFO - Epoch(train) [10][ 100/5005] lr: 9.8612e-02 eta: 20:36:03 time: 0.2482 data_time: 0.0009 memory: 2855 loss: 2.0537 2022/12/06 13:00:37 - mmengine - INFO - Epoch(train) [10][ 200/5005] lr: 9.8606e-02 eta: 20:37:32 time: 0.2697 data_time: 0.0068 memory: 2855 loss: 1.9897 2022/12/06 13:01:02 - mmengine - INFO - Epoch(train) [10][ 300/5005] lr: 9.8600e-02 eta: 20:39:37 time: 0.2449 data_time: 0.0010 memory: 2855 loss: 2.2650 2022/12/06 13:01:27 - mmengine - INFO - Epoch(train) [10][ 400/5005] lr: 9.8594e-02 eta: 20:41:42 time: 0.2501 data_time: 0.0010 memory: 2855 loss: 2.2550 2022/12/06 13:01:51 - mmengine - INFO - Epoch(train) [10][ 500/5005] lr: 9.8588e-02 eta: 20:43:46 time: 0.2402 data_time: 0.0012 memory: 2855 loss: 2.2866 2022/12/06 13:02:16 - mmengine - INFO - Epoch(train) [10][ 600/5005] lr: 9.8582e-02 eta: 20:45:49 time: 0.2482 data_time: 0.0011 memory: 2855 loss: 2.3914 2022/12/06 13:02:41 - mmengine - INFO - Epoch(train) [10][ 700/5005] lr: 9.8575e-02 eta: 20:47:51 time: 0.2379 data_time: 0.0012 memory: 2855 loss: 2.2372 2022/12/06 13:03:05 - mmengine - INFO - Epoch(train) [10][ 800/5005] lr: 9.8569e-02 eta: 20:49:53 time: 0.2474 data_time: 0.0011 memory: 2855 loss: 2.6318 2022/12/06 13:03:30 - mmengine - INFO - Epoch(train) [10][ 900/5005] lr: 9.8563e-02 eta: 20:51:53 time: 0.2393 data_time: 0.0012 memory: 2855 loss: 2.3245 2022/12/06 13:03:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:03:55 - mmengine - INFO - Epoch(train) [10][1000/5005] lr: 9.8557e-02 eta: 20:53:53 time: 0.2456 data_time: 0.0013 memory: 2855 loss: 2.3322 2022/12/06 13:04:19 - mmengine - INFO - Epoch(train) [10][1100/5005] lr: 9.8551e-02 eta: 20:55:54 time: 0.2473 data_time: 0.0015 memory: 2855 loss: 2.1020 2022/12/06 13:04:44 - mmengine - INFO - Epoch(train) [10][1200/5005] lr: 9.8544e-02 eta: 20:57:53 time: 0.2423 data_time: 0.0014 memory: 2855 loss: 2.3501 2022/12/06 13:05:09 - mmengine - INFO - Epoch(train) [10][1300/5005] lr: 9.8538e-02 eta: 20:59:51 time: 0.2491 data_time: 0.0012 memory: 2855 loss: 2.2575 2022/12/06 13:05:34 - mmengine - INFO - Epoch(train) [10][1400/5005] lr: 9.8532e-02 eta: 21:01:52 time: 0.2626 data_time: 0.0015 memory: 2855 loss: 2.0752 2022/12/06 13:05:58 - mmengine - INFO - Epoch(train) [10][1500/5005] lr: 9.8525e-02 eta: 21:03:49 time: 0.2435 data_time: 0.0010 memory: 2855 loss: 2.4036 2022/12/06 13:06:22 - mmengine - INFO - Epoch(train) [10][1600/5005] lr: 9.8519e-02 eta: 21:05:31 time: 0.1628 data_time: 0.0055 memory: 2855 loss: 2.2943 2022/12/06 13:06:45 - mmengine - INFO - Epoch(train) [10][1700/5005] lr: 9.8513e-02 eta: 21:07:03 time: 0.2392 data_time: 0.0019 memory: 2855 loss: 2.0097 2022/12/06 13:07:09 - mmengine - INFO - Epoch(train) [10][1800/5005] lr: 9.8507e-02 eta: 21:09:00 time: 0.2480 data_time: 0.0011 memory: 2855 loss: 1.9045 2022/12/06 13:07:34 - mmengine - INFO - Epoch(train) [10][1900/5005] lr: 9.8500e-02 eta: 21:10:54 time: 0.2410 data_time: 0.0012 memory: 2855 loss: 2.3183 2022/12/06 13:07:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:07:59 - mmengine - INFO - Epoch(train) [10][2000/5005] lr: 9.8494e-02 eta: 21:12:48 time: 0.2477 data_time: 0.0011 memory: 2855 loss: 2.4446 2022/12/06 13:08:23 - mmengine - INFO - Epoch(train) [10][2100/5005] lr: 9.8487e-02 eta: 21:14:42 time: 0.2498 data_time: 0.0011 memory: 2855 loss: 2.4075 2022/12/06 13:08:48 - mmengine - INFO - Epoch(train) [10][2200/5005] lr: 9.8481e-02 eta: 21:16:36 time: 0.2479 data_time: 0.0014 memory: 2855 loss: 2.4342 2022/12/06 13:09:13 - mmengine - INFO - Epoch(train) [10][2300/5005] lr: 9.8475e-02 eta: 21:18:30 time: 0.2505 data_time: 0.0016 memory: 2855 loss: 2.3060 2022/12/06 13:09:37 - mmengine - INFO - Epoch(train) [10][2400/5005] lr: 9.8468e-02 eta: 21:20:21 time: 0.2456 data_time: 0.0012 memory: 2855 loss: 2.0589 2022/12/06 13:10:02 - mmengine - INFO - Epoch(train) [10][2500/5005] lr: 9.8462e-02 eta: 21:22:13 time: 0.2489 data_time: 0.0013 memory: 2855 loss: 2.3800 2022/12/06 13:10:27 - mmengine - INFO - Epoch(train) [10][2600/5005] lr: 9.8455e-02 eta: 21:24:05 time: 0.2515 data_time: 0.0014 memory: 2855 loss: 2.3590 2022/12/06 13:10:52 - mmengine - INFO - Epoch(train) [10][2700/5005] lr: 9.8449e-02 eta: 21:25:55 time: 0.2430 data_time: 0.0013 memory: 2855 loss: 2.3298 2022/12/06 13:11:16 - mmengine - INFO - Epoch(train) [10][2800/5005] lr: 9.8442e-02 eta: 21:27:44 time: 0.2486 data_time: 0.0012 memory: 2855 loss: 2.3504 2022/12/06 13:11:41 - mmengine - INFO - Epoch(train) [10][2900/5005] lr: 9.8436e-02 eta: 21:29:34 time: 0.2473 data_time: 0.0015 memory: 2855 loss: 2.4225 2022/12/06 13:11:55 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:12:06 - mmengine - INFO - Epoch(train) [10][3000/5005] lr: 9.8429e-02 eta: 21:31:23 time: 0.2472 data_time: 0.0009 memory: 2855 loss: 2.3497 2022/12/06 13:12:27 - mmengine - INFO - Epoch(train) [10][3100/5005] lr: 9.8423e-02 eta: 21:32:33 time: 0.2672 data_time: 0.0050 memory: 2855 loss: 2.1339 2022/12/06 13:12:52 - mmengine - INFO - Epoch(train) [10][3200/5005] lr: 9.8416e-02 eta: 21:34:27 time: 0.2492 data_time: 0.0010 memory: 2855 loss: 2.2427 2022/12/06 13:13:17 - mmengine - INFO - Epoch(train) [10][3300/5005] lr: 9.8410e-02 eta: 21:36:14 time: 0.2471 data_time: 0.0011 memory: 2855 loss: 2.3270 2022/12/06 13:13:42 - mmengine - INFO - Epoch(train) [10][3400/5005] lr: 9.8403e-02 eta: 21:38:02 time: 0.2495 data_time: 0.0013 memory: 2855 loss: 2.2919 2022/12/06 13:14:06 - mmengine - INFO - Epoch(train) [10][3500/5005] lr: 9.8397e-02 eta: 21:39:47 time: 0.2416 data_time: 0.0013 memory: 2855 loss: 2.3830 2022/12/06 13:14:31 - mmengine - INFO - Epoch(train) [10][3600/5005] lr: 9.8390e-02 eta: 21:41:35 time: 0.2515 data_time: 0.0014 memory: 2855 loss: 2.2416 2022/12/06 13:14:56 - mmengine - INFO - Epoch(train) [10][3700/5005] lr: 9.8384e-02 eta: 21:43:20 time: 0.2438 data_time: 0.0011 memory: 2855 loss: 2.3487 2022/12/06 13:15:21 - mmengine - INFO - Epoch(train) [10][3800/5005] lr: 9.8377e-02 eta: 21:45:04 time: 0.2464 data_time: 0.0013 memory: 2855 loss: 2.4563 2022/12/06 13:15:45 - mmengine - INFO - Epoch(train) [10][3900/5005] lr: 9.8370e-02 eta: 21:46:49 time: 0.2464 data_time: 0.0016 memory: 2855 loss: 2.2778 2022/12/06 13:15:59 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:16:10 - mmengine - INFO - Epoch(train) [10][4000/5005] lr: 9.8364e-02 eta: 21:48:32 time: 0.2440 data_time: 0.0013 memory: 2855 loss: 2.0759 2022/12/06 13:16:35 - mmengine - INFO - Epoch(train) [10][4100/5005] lr: 9.8357e-02 eta: 21:50:14 time: 0.2464 data_time: 0.0013 memory: 2855 loss: 2.1768 2022/12/06 13:16:59 - mmengine - INFO - Epoch(train) [10][4200/5005] lr: 9.8350e-02 eta: 21:51:57 time: 0.2487 data_time: 0.0012 memory: 2855 loss: 2.4158 2022/12/06 13:17:24 - mmengine - INFO - Epoch(train) [10][4300/5005] lr: 9.8344e-02 eta: 21:53:38 time: 0.2430 data_time: 0.0014 memory: 2855 loss: 2.4060 2022/12/06 13:17:49 - mmengine - INFO - Epoch(train) [10][4400/5005] lr: 9.8337e-02 eta: 21:55:19 time: 0.2475 data_time: 0.0010 memory: 2855 loss: 2.4503 2022/12/06 13:18:14 - mmengine - INFO - Epoch(train) [10][4500/5005] lr: 9.8330e-02 eta: 21:57:01 time: 0.2483 data_time: 0.0009 memory: 2855 loss: 2.5648 2022/12/06 13:18:35 - mmengine - INFO - Epoch(train) [10][4600/5005] lr: 9.8324e-02 eta: 21:58:07 time: 0.2484 data_time: 0.0015 memory: 2855 loss: 2.1563 2022/12/06 13:19:00 - mmengine - INFO - Epoch(train) [10][4700/5005] lr: 9.8317e-02 eta: 21:59:47 time: 0.2473 data_time: 0.0010 memory: 2855 loss: 2.3943 2022/12/06 13:19:25 - mmengine - INFO - Epoch(train) [10][4800/5005] lr: 9.8310e-02 eta: 22:01:27 time: 0.2500 data_time: 0.0011 memory: 2855 loss: 2.4274 2022/12/06 13:19:49 - mmengine - INFO - Epoch(train) [10][4900/5005] lr: 9.8303e-02 eta: 22:03:05 time: 0.2435 data_time: 0.0012 memory: 2855 loss: 2.2859 2022/12/06 13:20:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:20:14 - mmengine - INFO - Epoch(train) [10][5000/5005] lr: 9.8297e-02 eta: 22:04:44 time: 0.2519 data_time: 0.0029 memory: 2855 loss: 2.3867 2022/12/06 13:20:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:20:15 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/12/06 13:20:24 - mmengine - INFO - Epoch(val) [10][100/196] eta: 0:00:06 time: 0.0626 data_time: 0.0218 memory: 2855 2022/12/06 13:20:40 - mmengine - INFO - Epoch(val) [10][196/196] accuracy/top1: 54.5840 accuracy/top5: 79.8160 2022/12/06 13:21:05 - mmengine - INFO - Epoch(train) [11][ 100/5005] lr: 9.8290e-02 eta: 22:06:30 time: 0.2503 data_time: 0.0013 memory: 2855 loss: 2.0942 2022/12/06 13:21:29 - mmengine - INFO - Epoch(train) [11][ 200/5005] lr: 9.8283e-02 eta: 22:08:08 time: 0.2488 data_time: 0.0013 memory: 2855 loss: 2.3284 2022/12/06 13:21:54 - mmengine - INFO - Epoch(train) [11][ 300/5005] lr: 9.8276e-02 eta: 22:09:46 time: 0.2490 data_time: 0.0013 memory: 2855 loss: 2.3126 2022/12/06 13:22:19 - mmengine - INFO - Epoch(train) [11][ 400/5005] lr: 9.8269e-02 eta: 22:11:23 time: 0.2480 data_time: 0.0014 memory: 2855 loss: 2.3019 2022/12/06 13:22:44 - mmengine - INFO - Epoch(train) [11][ 500/5005] lr: 9.8262e-02 eta: 22:12:59 time: 0.2489 data_time: 0.0013 memory: 2855 loss: 2.0490 2022/12/06 13:23:08 - mmengine - INFO - Epoch(train) [11][ 600/5005] lr: 9.8256e-02 eta: 22:14:34 time: 0.2473 data_time: 0.0013 memory: 2855 loss: 2.3729 2022/12/06 13:23:33 - mmengine - INFO - Epoch(train) [11][ 700/5005] lr: 9.8249e-02 eta: 22:16:09 time: 0.2464 data_time: 0.0013 memory: 2855 loss: 2.3584 2022/12/06 13:23:58 - mmengine - INFO - Epoch(train) [11][ 800/5005] lr: 9.8242e-02 eta: 22:17:45 time: 0.2494 data_time: 0.0010 memory: 2855 loss: 2.2707 2022/12/06 13:24:18 - mmengine - INFO - Epoch(train) [11][ 900/5005] lr: 9.8235e-02 eta: 22:18:35 time: 0.2706 data_time: 0.0036 memory: 2855 loss: 2.0241 2022/12/06 13:24:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:24:44 - mmengine - INFO - Epoch(train) [11][1000/5005] lr: 9.8228e-02 eta: 22:20:13 time: 0.2464 data_time: 0.0010 memory: 2855 loss: 2.2128 2022/12/06 13:25:08 - mmengine - INFO - Epoch(train) [11][1100/5005] lr: 9.8221e-02 eta: 22:21:47 time: 0.2407 data_time: 0.0012 memory: 2855 loss: 2.3104 2022/12/06 13:25:33 - mmengine - INFO - Epoch(train) [11][1200/5005] lr: 9.8214e-02 eta: 22:23:19 time: 0.2450 data_time: 0.0011 memory: 2855 loss: 2.3176 2022/12/06 13:25:58 - mmengine - INFO - Epoch(train) [11][1300/5005] lr: 9.8207e-02 eta: 22:24:51 time: 0.2409 data_time: 0.0013 memory: 2855 loss: 2.0567 2022/12/06 13:26:22 - mmengine - INFO - Epoch(train) [11][1400/5005] lr: 9.8200e-02 eta: 22:26:24 time: 0.2493 data_time: 0.0013 memory: 2855 loss: 2.2849 2022/12/06 13:26:47 - mmengine - INFO - Epoch(train) [11][1500/5005] lr: 9.8193e-02 eta: 22:27:57 time: 0.2451 data_time: 0.0012 memory: 2855 loss: 2.4577 2022/12/06 13:27:12 - mmengine - INFO - Epoch(train) [11][1600/5005] lr: 9.8186e-02 eta: 22:29:29 time: 0.2500 data_time: 0.0014 memory: 2855 loss: 2.2110 2022/12/06 13:27:37 - mmengine - INFO - Epoch(train) [11][1700/5005] lr: 9.8179e-02 eta: 22:31:00 time: 0.2489 data_time: 0.0013 memory: 2855 loss: 2.3619 2022/12/06 13:28:01 - mmengine - INFO - Epoch(train) [11][1800/5005] lr: 9.8172e-02 eta: 22:32:30 time: 0.2478 data_time: 0.0014 memory: 2855 loss: 2.2823 2022/12/06 13:28:26 - mmengine - INFO - Epoch(train) [11][1900/5005] lr: 9.8165e-02 eta: 22:34:00 time: 0.2509 data_time: 0.0014 memory: 2855 loss: 2.2983 2022/12/06 13:28:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:28:51 - mmengine - INFO - Epoch(train) [11][2000/5005] lr: 9.8158e-02 eta: 22:35:29 time: 0.2470 data_time: 0.0013 memory: 2855 loss: 2.2894 2022/12/06 13:29:16 - mmengine - INFO - Epoch(train) [11][2100/5005] lr: 9.8151e-02 eta: 22:36:58 time: 0.2474 data_time: 0.0013 memory: 2855 loss: 2.3744 2022/12/06 13:29:40 - mmengine - INFO - Epoch(train) [11][2200/5005] lr: 9.8144e-02 eta: 22:38:26 time: 0.2432 data_time: 0.0009 memory: 2855 loss: 2.3348 2022/12/06 13:30:05 - mmengine - INFO - Epoch(train) [11][2300/5005] lr: 9.8137e-02 eta: 22:39:54 time: 0.2448 data_time: 0.0010 memory: 2855 loss: 2.3056 2022/12/06 13:30:27 - mmengine - INFO - Epoch(train) [11][2400/5005] lr: 9.8130e-02 eta: 22:40:50 time: 0.2514 data_time: 0.0012 memory: 2855 loss: 2.2353 2022/12/06 13:30:51 - mmengine - INFO - Epoch(train) [11][2500/5005] lr: 9.8123e-02 eta: 22:42:17 time: 0.2491 data_time: 0.0013 memory: 2855 loss: 2.3253 2022/12/06 13:31:16 - mmengine - INFO - Epoch(train) [11][2600/5005] lr: 9.8116e-02 eta: 22:43:42 time: 0.2512 data_time: 0.0012 memory: 2855 loss: 2.4716 2022/12/06 13:31:41 - mmengine - INFO - Epoch(train) [11][2700/5005] lr: 9.8109e-02 eta: 22:45:10 time: 0.2502 data_time: 0.0012 memory: 2855 loss: 2.2652 2022/12/06 13:32:06 - mmengine - INFO - Epoch(train) [11][2800/5005] lr: 9.8102e-02 eta: 22:46:36 time: 0.2480 data_time: 0.0014 memory: 2855 loss: 2.1685 2022/12/06 13:32:30 - mmengine - INFO - Epoch(train) [11][2900/5005] lr: 9.8095e-02 eta: 22:48:02 time: 0.2564 data_time: 0.0012 memory: 2855 loss: 2.0954 2022/12/06 13:32:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:32:55 - mmengine - INFO - Epoch(train) [11][3000/5005] lr: 9.8087e-02 eta: 22:49:28 time: 0.2483 data_time: 0.0014 memory: 2855 loss: 2.2027 2022/12/06 13:33:20 - mmengine - INFO - Epoch(train) [11][3100/5005] lr: 9.8080e-02 eta: 22:50:53 time: 0.2482 data_time: 0.0011 memory: 2855 loss: 2.2148 2022/12/06 13:33:44 - mmengine - INFO - Epoch(train) [11][3200/5005] lr: 9.8073e-02 eta: 22:52:16 time: 0.2466 data_time: 0.0012 memory: 2855 loss: 2.1880 2022/12/06 13:34:09 - mmengine - INFO - Epoch(train) [11][3300/5005] lr: 9.8066e-02 eta: 22:53:39 time: 0.2414 data_time: 0.0013 memory: 2855 loss: 2.3906 2022/12/06 13:34:34 - mmengine - INFO - Epoch(train) [11][3400/5005] lr: 9.8059e-02 eta: 22:55:04 time: 0.2473 data_time: 0.0014 memory: 2855 loss: 2.4013 2022/12/06 13:34:59 - mmengine - INFO - Epoch(train) [11][3500/5005] lr: 9.8051e-02 eta: 22:56:26 time: 0.2525 data_time: 0.0016 memory: 2855 loss: 2.2504 2022/12/06 13:35:23 - mmengine - INFO - Epoch(train) [11][3600/5005] lr: 9.8044e-02 eta: 22:57:50 time: 0.2402 data_time: 0.0013 memory: 2855 loss: 2.1533 2022/12/06 13:35:48 - mmengine - INFO - Epoch(train) [11][3700/5005] lr: 9.8037e-02 eta: 22:59:13 time: 0.2497 data_time: 0.0011 memory: 2855 loss: 2.2068 2022/12/06 13:36:10 - mmengine - INFO - Epoch(train) [11][3800/5005] lr: 9.8030e-02 eta: 23:00:04 time: 0.1649 data_time: 0.0039 memory: 2855 loss: 2.1999 2022/12/06 13:36:34 - mmengine - INFO - Epoch(train) [11][3900/5005] lr: 9.8022e-02 eta: 23:01:18 time: 0.2404 data_time: 0.0010 memory: 2855 loss: 2.4059 2022/12/06 13:36:46 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:36:58 - mmengine - INFO - Epoch(train) [11][4000/5005] lr: 9.8015e-02 eta: 23:02:38 time: 0.2495 data_time: 0.0012 memory: 2855 loss: 2.3479 2022/12/06 13:37:23 - mmengine - INFO - Epoch(train) [11][4100/5005] lr: 9.8008e-02 eta: 23:03:58 time: 0.2426 data_time: 0.0010 memory: 2855 loss: 2.2829 2022/12/06 13:37:48 - mmengine - INFO - Epoch(train) [11][4200/5005] lr: 9.8000e-02 eta: 23:05:19 time: 0.2483 data_time: 0.0011 memory: 2855 loss: 2.2853 2022/12/06 13:38:12 - mmengine - INFO - Epoch(train) [11][4300/5005] lr: 9.7993e-02 eta: 23:06:39 time: 0.2410 data_time: 0.0010 memory: 2855 loss: 2.3609 2022/12/06 13:38:37 - mmengine - INFO - Epoch(train) [11][4400/5005] lr: 9.7986e-02 eta: 23:08:00 time: 0.2474 data_time: 0.0012 memory: 2855 loss: 2.3436 2022/12/06 13:39:02 - mmengine - INFO - Epoch(train) [11][4500/5005] lr: 9.7978e-02 eta: 23:09:18 time: 0.2382 data_time: 0.0013 memory: 2855 loss: 2.4592 2022/12/06 13:39:27 - mmengine - INFO - Epoch(train) [11][4600/5005] lr: 9.7971e-02 eta: 23:10:38 time: 0.2547 data_time: 0.0012 memory: 2855 loss: 2.2087 2022/12/06 13:39:51 - mmengine - INFO - Epoch(train) [11][4700/5005] lr: 9.7964e-02 eta: 23:11:56 time: 0.2422 data_time: 0.0014 memory: 2855 loss: 2.3079 2022/12/06 13:40:16 - mmengine - INFO - Epoch(train) [11][4800/5005] lr: 9.7956e-02 eta: 23:13:13 time: 0.2511 data_time: 0.0011 memory: 2855 loss: 2.3112 2022/12/06 13:40:41 - mmengine - INFO - Epoch(train) [11][4900/5005] lr: 9.7949e-02 eta: 23:14:32 time: 0.2494 data_time: 0.0014 memory: 2855 loss: 2.1589 2022/12/06 13:40:53 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:41:06 - mmengine - INFO - Epoch(train) [11][5000/5005] lr: 9.7941e-02 eta: 23:15:50 time: 0.2462 data_time: 0.0028 memory: 2855 loss: 2.1753 2022/12/06 13:41:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:41:07 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/12/06 13:41:15 - mmengine - INFO - Epoch(val) [11][100/196] eta: 0:00:06 time: 0.0746 data_time: 0.0324 memory: 2855 2022/12/06 13:41:31 - mmengine - INFO - Epoch(val) [11][196/196] accuracy/top1: 53.8520 accuracy/top5: 78.9920 2022/12/06 13:41:56 - mmengine - INFO - Epoch(train) [12][ 100/5005] lr: 9.7934e-02 eta: 23:17:13 time: 0.2527 data_time: 0.0009 memory: 2855 loss: 2.1871 2022/12/06 13:42:18 - mmengine - INFO - Epoch(train) [12][ 200/5005] lr: 9.7926e-02 eta: 23:18:03 time: 0.2458 data_time: 0.0015 memory: 2855 loss: 2.2510 2022/12/06 13:42:43 - mmengine - INFO - Epoch(train) [12][ 300/5005] lr: 9.7919e-02 eta: 23:19:20 time: 0.2473 data_time: 0.0012 memory: 2855 loss: 1.8985 2022/12/06 13:43:07 - mmengine - INFO - Epoch(train) [12][ 400/5005] lr: 9.7911e-02 eta: 23:20:36 time: 0.2463 data_time: 0.0013 memory: 2855 loss: 2.2116 2022/12/06 13:43:32 - mmengine - INFO - Epoch(train) [12][ 500/5005] lr: 9.7904e-02 eta: 23:21:52 time: 0.2495 data_time: 0.0012 memory: 2855 loss: 2.0356 2022/12/06 13:43:57 - mmengine - INFO - Epoch(train) [12][ 600/5005] lr: 9.7896e-02 eta: 23:23:07 time: 0.2468 data_time: 0.0014 memory: 2855 loss: 2.1759 2022/12/06 13:44:22 - mmengine - INFO - Epoch(train) [12][ 700/5005] lr: 9.7889e-02 eta: 23:24:22 time: 0.2421 data_time: 0.0012 memory: 2855 loss: 2.0651 2022/12/06 13:44:46 - mmengine - INFO - Epoch(train) [12][ 800/5005] lr: 9.7881e-02 eta: 23:25:38 time: 0.2577 data_time: 0.0013 memory: 2855 loss: 2.3729 2022/12/06 13:45:11 - mmengine - INFO - Epoch(train) [12][ 900/5005] lr: 9.7874e-02 eta: 23:26:52 time: 0.2488 data_time: 0.0012 memory: 2855 loss: 2.2277 2022/12/06 13:45:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:45:36 - mmengine - INFO - Epoch(train) [12][1000/5005] lr: 9.7866e-02 eta: 23:28:05 time: 0.2427 data_time: 0.0012 memory: 2855 loss: 2.5941 2022/12/06 13:46:01 - mmengine - INFO - Epoch(train) [12][1100/5005] lr: 9.7859e-02 eta: 23:29:20 time: 0.2481 data_time: 0.0012 memory: 2855 loss: 2.4140 2022/12/06 13:46:25 - mmengine - INFO - Epoch(train) [12][1200/5005] lr: 9.7851e-02 eta: 23:30:33 time: 0.2501 data_time: 0.0013 memory: 2855 loss: 2.3188 2022/12/06 13:46:50 - mmengine - INFO - Epoch(train) [12][1300/5005] lr: 9.7843e-02 eta: 23:31:46 time: 0.2440 data_time: 0.0011 memory: 2855 loss: 2.2010 2022/12/06 13:47:15 - mmengine - INFO - Epoch(train) [12][1400/5005] lr: 9.7836e-02 eta: 23:32:59 time: 0.2496 data_time: 0.0012 memory: 2855 loss: 2.0948 2022/12/06 13:47:39 - mmengine - INFO - Epoch(train) [12][1500/5005] lr: 9.7828e-02 eta: 23:34:10 time: 0.2425 data_time: 0.0010 memory: 2855 loss: 2.3080 2022/12/06 13:48:01 - mmengine - INFO - Epoch(train) [12][1600/5005] lr: 9.7821e-02 eta: 23:34:49 time: 0.1599 data_time: 0.0040 memory: 2855 loss: 2.3261 2022/12/06 13:48:25 - mmengine - INFO - Epoch(train) [12][1700/5005] lr: 9.7813e-02 eta: 23:36:01 time: 0.2390 data_time: 0.0013 memory: 2855 loss: 2.1994 2022/12/06 13:48:50 - mmengine - INFO - Epoch(train) [12][1800/5005] lr: 9.7805e-02 eta: 23:37:12 time: 0.2508 data_time: 0.0011 memory: 2855 loss: 2.3130 2022/12/06 13:49:15 - mmengine - INFO - Epoch(train) [12][1900/5005] lr: 9.7798e-02 eta: 23:38:24 time: 0.2485 data_time: 0.0012 memory: 2855 loss: 2.2654 2022/12/06 13:49:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:49:40 - mmengine - INFO - Epoch(train) [12][2000/5005] lr: 9.7790e-02 eta: 23:39:36 time: 0.2508 data_time: 0.0011 memory: 2855 loss: 2.3521 2022/12/06 13:50:05 - mmengine - INFO - Epoch(train) [12][2100/5005] lr: 9.7782e-02 eta: 23:40:47 time: 0.2486 data_time: 0.0012 memory: 2855 loss: 2.5067 2022/12/06 13:50:30 - mmengine - INFO - Epoch(train) [12][2200/5005] lr: 9.7774e-02 eta: 23:41:58 time: 0.2440 data_time: 0.0014 memory: 2855 loss: 2.4159 2022/12/06 13:50:54 - mmengine - INFO - Epoch(train) [12][2300/5005] lr: 9.7767e-02 eta: 23:43:08 time: 0.2455 data_time: 0.0014 memory: 2855 loss: 2.1644 2022/12/06 13:51:19 - mmengine - INFO - Epoch(train) [12][2400/5005] lr: 9.7759e-02 eta: 23:44:18 time: 0.2481 data_time: 0.0012 memory: 2855 loss: 2.2379 2022/12/06 13:51:44 - mmengine - INFO - Epoch(train) [12][2500/5005] lr: 9.7751e-02 eta: 23:45:28 time: 0.2424 data_time: 0.0013 memory: 2855 loss: 2.1005 2022/12/06 13:52:09 - mmengine - INFO - Epoch(train) [12][2600/5005] lr: 9.7744e-02 eta: 23:46:36 time: 0.2454 data_time: 0.0013 memory: 2855 loss: 2.3329 2022/12/06 13:52:33 - mmengine - INFO - Epoch(train) [12][2700/5005] lr: 9.7736e-02 eta: 23:47:44 time: 0.2387 data_time: 0.0012 memory: 2855 loss: 2.1093 2022/12/06 13:52:58 - mmengine - INFO - Epoch(train) [12][2800/5005] lr: 9.7728e-02 eta: 23:48:53 time: 0.2530 data_time: 0.0013 memory: 2855 loss: 2.2062 2022/12/06 13:53:23 - mmengine - INFO - Epoch(train) [12][2900/5005] lr: 9.7720e-02 eta: 23:50:01 time: 0.2505 data_time: 0.0010 memory: 2855 loss: 1.9580 2022/12/06 13:53:34 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:53:48 - mmengine - INFO - Epoch(train) [12][3000/5005] lr: 9.7712e-02 eta: 23:51:08 time: 0.2496 data_time: 0.0010 memory: 2855 loss: 2.2404 2022/12/06 13:54:09 - mmengine - INFO - Epoch(train) [12][3100/5005] lr: 9.7705e-02 eta: 23:51:46 time: 0.2564 data_time: 0.0032 memory: 2855 loss: 2.1956 2022/12/06 13:54:34 - mmengine - INFO - Epoch(train) [12][3200/5005] lr: 9.7697e-02 eta: 23:52:53 time: 0.2490 data_time: 0.0011 memory: 2855 loss: 2.1741 2022/12/06 13:54:59 - mmengine - INFO - Epoch(train) [12][3300/5005] lr: 9.7689e-02 eta: 23:53:59 time: 0.2440 data_time: 0.0010 memory: 2855 loss: 2.0476 2022/12/06 13:55:24 - mmengine - INFO - Epoch(train) [12][3400/5005] lr: 9.7681e-02 eta: 23:55:07 time: 0.2461 data_time: 0.0012 memory: 2855 loss: 2.1484 2022/12/06 13:55:48 - mmengine - INFO - Epoch(train) [12][3500/5005] lr: 9.7673e-02 eta: 23:56:13 time: 0.2485 data_time: 0.0012 memory: 2855 loss: 2.2432 2022/12/06 13:56:13 - mmengine - INFO - Epoch(train) [12][3600/5005] lr: 9.7665e-02 eta: 23:57:18 time: 0.2520 data_time: 0.0014 memory: 2855 loss: 2.4214 2022/12/06 13:56:38 - mmengine - INFO - Epoch(train) [12][3700/5005] lr: 9.7657e-02 eta: 23:58:24 time: 0.2429 data_time: 0.0013 memory: 2855 loss: 2.2571 2022/12/06 13:57:03 - mmengine - INFO - Epoch(train) [12][3800/5005] lr: 9.7649e-02 eta: 23:59:30 time: 0.2504 data_time: 0.0015 memory: 2855 loss: 2.2374 2022/12/06 13:57:27 - mmengine - INFO - Epoch(train) [12][3900/5005] lr: 9.7641e-02 eta: 1 day, 0:00:34 time: 0.2431 data_time: 0.0014 memory: 2855 loss: 2.2324 2022/12/06 13:57:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 13:57:52 - mmengine - INFO - Epoch(train) [12][4000/5005] lr: 9.7633e-02 eta: 1 day, 0:01:39 time: 0.2487 data_time: 0.0015 memory: 2855 loss: 2.0475 2022/12/06 13:58:17 - mmengine - INFO - Epoch(train) [12][4100/5005] lr: 9.7626e-02 eta: 1 day, 0:02:44 time: 0.2472 data_time: 0.0014 memory: 2855 loss: 2.1960 2022/12/06 13:58:42 - mmengine - INFO - Epoch(train) [12][4200/5005] lr: 9.7618e-02 eta: 1 day, 0:03:48 time: 0.2392 data_time: 0.0015 memory: 2855 loss: 2.1271 2022/12/06 13:59:07 - mmengine - INFO - Epoch(train) [12][4300/5005] lr: 9.7610e-02 eta: 1 day, 0:04:51 time: 0.2463 data_time: 0.0013 memory: 2855 loss: 2.4187 2022/12/06 13:59:31 - mmengine - INFO - Epoch(train) [12][4400/5005] lr: 9.7602e-02 eta: 1 day, 0:05:55 time: 0.2495 data_time: 0.0010 memory: 2855 loss: 2.1434 2022/12/06 13:59:54 - mmengine - INFO - Epoch(train) [12][4500/5005] lr: 9.7594e-02 eta: 1 day, 0:06:38 time: 0.1625 data_time: 0.0049 memory: 2855 loss: 2.2980 2022/12/06 14:00:18 - mmengine - INFO - Epoch(train) [12][4600/5005] lr: 9.7586e-02 eta: 1 day, 0:07:34 time: 0.2445 data_time: 0.0011 memory: 2855 loss: 2.2954 2022/12/06 14:00:43 - mmengine - INFO - Epoch(train) [12][4700/5005] lr: 9.7577e-02 eta: 1 day, 0:08:36 time: 0.2481 data_time: 0.0015 memory: 2855 loss: 2.0410 2022/12/06 14:01:07 - mmengine - INFO - Epoch(train) [12][4800/5005] lr: 9.7569e-02 eta: 1 day, 0:09:37 time: 0.2415 data_time: 0.0013 memory: 2855 loss: 2.2899 2022/12/06 14:01:32 - mmengine - INFO - Epoch(train) [12][4900/5005] lr: 9.7561e-02 eta: 1 day, 0:10:39 time: 0.2506 data_time: 0.0014 memory: 2855 loss: 2.2345 2022/12/06 14:01:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:01:57 - mmengine - INFO - Epoch(train) [12][5000/5005] lr: 9.7553e-02 eta: 1 day, 0:11:42 time: 0.2516 data_time: 0.0017 memory: 2855 loss: 2.1372 2022/12/06 14:01:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:01:58 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/12/06 14:02:07 - mmengine - INFO - Epoch(val) [12][100/196] eta: 0:00:07 time: 0.0747 data_time: 0.0362 memory: 2855 2022/12/06 14:02:23 - mmengine - INFO - Epoch(val) [12][196/196] accuracy/top1: 55.1400 accuracy/top5: 79.7980 2022/12/06 14:02:48 - mmengine - INFO - Epoch(train) [13][ 100/5005] lr: 9.7545e-02 eta: 1 day, 0:12:48 time: 0.2472 data_time: 0.0011 memory: 2855 loss: 2.1558 2022/12/06 14:03:13 - mmengine - INFO - Epoch(train) [13][ 200/5005] lr: 9.7537e-02 eta: 1 day, 0:13:48 time: 0.2474 data_time: 0.0013 memory: 2855 loss: 2.3886 2022/12/06 14:03:38 - mmengine - INFO - Epoch(train) [13][ 300/5005] lr: 9.7529e-02 eta: 1 day, 0:14:48 time: 0.2375 data_time: 0.0013 memory: 2855 loss: 2.1559 2022/12/06 14:04:02 - mmengine - INFO - Epoch(train) [13][ 400/5005] lr: 9.7520e-02 eta: 1 day, 0:15:48 time: 0.2500 data_time: 0.0012 memory: 2855 loss: 2.3327 2022/12/06 14:04:27 - mmengine - INFO - Epoch(train) [13][ 500/5005] lr: 9.7512e-02 eta: 1 day, 0:16:48 time: 0.2496 data_time: 0.0011 memory: 2855 loss: 2.1130 2022/12/06 14:04:52 - mmengine - INFO - Epoch(train) [13][ 600/5005] lr: 9.7504e-02 eta: 1 day, 0:17:48 time: 0.2399 data_time: 0.0013 memory: 2855 loss: 2.1280 2022/12/06 14:05:17 - mmengine - INFO - Epoch(train) [13][ 700/5005] lr: 9.7496e-02 eta: 1 day, 0:18:48 time: 0.2496 data_time: 0.0010 memory: 2855 loss: 2.2604 2022/12/06 14:05:41 - mmengine - INFO - Epoch(train) [13][ 800/5005] lr: 9.7488e-02 eta: 1 day, 0:19:48 time: 0.2488 data_time: 0.0010 memory: 2855 loss: 2.3714 2022/12/06 14:06:03 - mmengine - INFO - Epoch(train) [13][ 900/5005] lr: 9.7480e-02 eta: 1 day, 0:20:15 time: 0.2430 data_time: 0.0017 memory: 2855 loss: 2.1639 2022/12/06 14:06:13 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:06:27 - mmengine - INFO - Epoch(train) [13][1000/5005] lr: 9.7471e-02 eta: 1 day, 0:21:14 time: 0.2483 data_time: 0.0012 memory: 2855 loss: 2.2672 2022/12/06 14:06:52 - mmengine - INFO - Epoch(train) [13][1100/5005] lr: 9.7463e-02 eta: 1 day, 0:22:12 time: 0.2503 data_time: 0.0012 memory: 2855 loss: 2.1768 2022/12/06 14:07:17 - mmengine - INFO - Epoch(train) [13][1200/5005] lr: 9.7455e-02 eta: 1 day, 0:23:10 time: 0.2485 data_time: 0.0013 memory: 2855 loss: 2.1111 2022/12/06 14:07:41 - mmengine - INFO - Epoch(train) [13][1300/5005] lr: 9.7447e-02 eta: 1 day, 0:24:07 time: 0.2444 data_time: 0.0013 memory: 2855 loss: 2.1421 2022/12/06 14:08:06 - mmengine - INFO - Epoch(train) [13][1400/5005] lr: 9.7438e-02 eta: 1 day, 0:25:04 time: 0.2472 data_time: 0.0015 memory: 2855 loss: 2.2459 2022/12/06 14:08:31 - mmengine - INFO - Epoch(train) [13][1500/5005] lr: 9.7430e-02 eta: 1 day, 0:26:02 time: 0.2488 data_time: 0.0014 memory: 2855 loss: 2.4506 2022/12/06 14:08:56 - mmengine - INFO - Epoch(train) [13][1600/5005] lr: 9.7422e-02 eta: 1 day, 0:26:58 time: 0.2417 data_time: 0.0013 memory: 2855 loss: 2.0526 2022/12/06 14:09:21 - mmengine - INFO - Epoch(train) [13][1700/5005] lr: 9.7414e-02 eta: 1 day, 0:27:57 time: 0.2499 data_time: 0.0015 memory: 2855 loss: 2.2493 2022/12/06 14:09:45 - mmengine - INFO - Epoch(train) [13][1800/5005] lr: 9.7405e-02 eta: 1 day, 0:28:53 time: 0.2374 data_time: 0.0014 memory: 2855 loss: 2.1337 2022/12/06 14:10:10 - mmengine - INFO - Epoch(train) [13][1900/5005] lr: 9.7397e-02 eta: 1 day, 0:29:50 time: 0.2526 data_time: 0.0013 memory: 2855 loss: 2.2771 2022/12/06 14:10:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:10:35 - mmengine - INFO - Epoch(train) [13][2000/5005] lr: 9.7389e-02 eta: 1 day, 0:30:46 time: 0.2447 data_time: 0.0015 memory: 2855 loss: 2.1982 2022/12/06 14:11:00 - mmengine - INFO - Epoch(train) [13][2100/5005] lr: 9.7380e-02 eta: 1 day, 0:31:42 time: 0.2507 data_time: 0.0015 memory: 2855 loss: 2.1556 2022/12/06 14:11:24 - mmengine - INFO - Epoch(train) [13][2200/5005] lr: 9.7372e-02 eta: 1 day, 0:32:37 time: 0.2422 data_time: 0.0010 memory: 2855 loss: 2.2196 2022/12/06 14:11:46 - mmengine - INFO - Epoch(train) [13][2300/5005] lr: 9.7364e-02 eta: 1 day, 0:33:04 time: 0.1559 data_time: 0.0048 memory: 2855 loss: 2.1488 2022/12/06 14:12:10 - mmengine - INFO - Epoch(train) [13][2400/5005] lr: 9.7355e-02 eta: 1 day, 0:33:58 time: 0.2391 data_time: 0.0011 memory: 2855 loss: 2.1664 2022/12/06 14:12:35 - mmengine - INFO - Epoch(train) [13][2500/5005] lr: 9.7347e-02 eta: 1 day, 0:34:54 time: 0.2503 data_time: 0.0014 memory: 2855 loss: 2.0767 2022/12/06 14:13:00 - mmengine - INFO - Epoch(train) [13][2600/5005] lr: 9.7338e-02 eta: 1 day, 0:35:48 time: 0.2392 data_time: 0.0013 memory: 2855 loss: 2.2172 2022/12/06 14:13:25 - mmengine - INFO - Epoch(train) [13][2700/5005] lr: 9.7330e-02 eta: 1 day, 0:36:42 time: 0.2501 data_time: 0.0012 memory: 2855 loss: 2.2134 2022/12/06 14:13:50 - mmengine - INFO - Epoch(train) [13][2800/5005] lr: 9.7322e-02 eta: 1 day, 0:37:37 time: 0.2491 data_time: 0.0013 memory: 2855 loss: 2.0888 2022/12/06 14:14:14 - mmengine - INFO - Epoch(train) [13][2900/5005] lr: 9.7313e-02 eta: 1 day, 0:38:31 time: 0.2432 data_time: 0.0014 memory: 2855 loss: 2.2600 2022/12/06 14:14:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:14:39 - mmengine - INFO - Epoch(train) [13][3000/5005] lr: 9.7305e-02 eta: 1 day, 0:39:26 time: 0.2520 data_time: 0.0013 memory: 2855 loss: 2.2324 2022/12/06 14:15:04 - mmengine - INFO - Epoch(train) [13][3100/5005] lr: 9.7296e-02 eta: 1 day, 0:40:18 time: 0.2388 data_time: 0.0015 memory: 2855 loss: 2.4055 2022/12/06 14:15:29 - mmengine - INFO - Epoch(train) [13][3200/5005] lr: 9.7288e-02 eta: 1 day, 0:41:12 time: 0.2487 data_time: 0.0012 memory: 2855 loss: 2.0530 2022/12/06 14:15:53 - mmengine - INFO - Epoch(train) [13][3300/5005] lr: 9.7279e-02 eta: 1 day, 0:42:05 time: 0.2497 data_time: 0.0013 memory: 2855 loss: 2.1125 2022/12/06 14:16:18 - mmengine - INFO - Epoch(train) [13][3400/5005] lr: 9.7271e-02 eta: 1 day, 0:42:58 time: 0.2543 data_time: 0.0012 memory: 2855 loss: 2.0423 2022/12/06 14:16:43 - mmengine - INFO - Epoch(train) [13][3500/5005] lr: 9.7262e-02 eta: 1 day, 0:43:51 time: 0.2534 data_time: 0.0014 memory: 2855 loss: 2.3135 2022/12/06 14:17:08 - mmengine - INFO - Epoch(train) [13][3600/5005] lr: 9.7254e-02 eta: 1 day, 0:44:42 time: 0.2520 data_time: 0.0010 memory: 2855 loss: 2.0248 2022/12/06 14:17:32 - mmengine - INFO - Epoch(train) [13][3700/5005] lr: 9.7245e-02 eta: 1 day, 0:45:33 time: 0.2467 data_time: 0.0010 memory: 2855 loss: 2.3874 2022/12/06 14:17:54 - mmengine - INFO - Epoch(train) [13][3800/5005] lr: 9.7236e-02 eta: 1 day, 0:45:57 time: 0.2623 data_time: 0.0032 memory: 2855 loss: 2.3469 2022/12/06 14:18:18 - mmengine - INFO - Epoch(train) [13][3900/5005] lr: 9.7228e-02 eta: 1 day, 0:46:48 time: 0.2437 data_time: 0.0011 memory: 2855 loss: 2.1855 2022/12/06 14:18:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:18:43 - mmengine - INFO - Epoch(train) [13][4000/5005] lr: 9.7219e-02 eta: 1 day, 0:47:40 time: 0.2494 data_time: 0.0011 memory: 2855 loss: 2.4222 2022/12/06 14:19:08 - mmengine - INFO - Epoch(train) [13][4100/5005] lr: 9.7211e-02 eta: 1 day, 0:48:30 time: 0.2412 data_time: 0.0011 memory: 2855 loss: 2.0672 2022/12/06 14:19:33 - mmengine - INFO - Epoch(train) [13][4200/5005] lr: 9.7202e-02 eta: 1 day, 0:49:22 time: 0.2488 data_time: 0.0011 memory: 2855 loss: 2.1973 2022/12/06 14:19:58 - mmengine - INFO - Epoch(train) [13][4300/5005] lr: 9.7193e-02 eta: 1 day, 0:50:13 time: 0.2514 data_time: 0.0012 memory: 2855 loss: 2.3150 2022/12/06 14:20:23 - mmengine - INFO - Epoch(train) [13][4400/5005] lr: 9.7185e-02 eta: 1 day, 0:51:05 time: 0.2422 data_time: 0.0013 memory: 2855 loss: 2.1068 2022/12/06 14:20:47 - mmengine - INFO - Epoch(train) [13][4500/5005] lr: 9.7176e-02 eta: 1 day, 0:51:55 time: 0.2470 data_time: 0.0012 memory: 2855 loss: 2.2650 2022/12/06 14:21:12 - mmengine - INFO - Epoch(train) [13][4600/5005] lr: 9.7167e-02 eta: 1 day, 0:52:45 time: 0.2488 data_time: 0.0011 memory: 2855 loss: 2.1316 2022/12/06 14:21:37 - mmengine - INFO - Epoch(train) [13][4700/5005] lr: 9.7159e-02 eta: 1 day, 0:53:34 time: 0.2510 data_time: 0.0012 memory: 2855 loss: 2.3391 2022/12/06 14:22:02 - mmengine - INFO - Epoch(train) [13][4800/5005] lr: 9.7150e-02 eta: 1 day, 0:54:24 time: 0.2478 data_time: 0.0014 memory: 2855 loss: 2.2083 2022/12/06 14:22:26 - mmengine - INFO - Epoch(train) [13][4900/5005] lr: 9.7141e-02 eta: 1 day, 0:55:13 time: 0.2509 data_time: 0.0014 memory: 2855 loss: 2.0631 2022/12/06 14:22:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:22:51 - mmengine - INFO - Epoch(train) [13][5000/5005] lr: 9.7133e-02 eta: 1 day, 0:56:03 time: 0.2510 data_time: 0.0017 memory: 2855 loss: 2.2672 2022/12/06 14:22:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:22:52 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/12/06 14:23:00 - mmengine - INFO - Epoch(val) [13][100/196] eta: 0:00:06 time: 0.0645 data_time: 0.0231 memory: 2855 2022/12/06 14:23:14 - mmengine - INFO - Epoch(val) [13][196/196] accuracy/top1: 55.2980 accuracy/top5: 79.9560 2022/12/06 14:23:36 - mmengine - INFO - Epoch(train) [14][ 100/5005] lr: 9.7123e-02 eta: 1 day, 0:56:31 time: 0.1711 data_time: 0.0030 memory: 2855 loss: 2.1266 2022/12/06 14:24:00 - mmengine - INFO - Epoch(train) [14][ 200/5005] lr: 9.7115e-02 eta: 1 day, 0:57:15 time: 0.2441 data_time: 0.0010 memory: 2855 loss: 1.9949 2022/12/06 14:24:25 - mmengine - INFO - Epoch(train) [14][ 300/5005] lr: 9.7106e-02 eta: 1 day, 0:58:03 time: 0.2483 data_time: 0.0013 memory: 2855 loss: 2.2137 2022/12/06 14:24:50 - mmengine - INFO - Epoch(train) [14][ 400/5005] lr: 9.7097e-02 eta: 1 day, 0:58:53 time: 0.2388 data_time: 0.0012 memory: 2855 loss: 2.2590 2022/12/06 14:25:15 - mmengine - INFO - Epoch(train) [14][ 500/5005] lr: 9.7088e-02 eta: 1 day, 0:59:42 time: 0.2487 data_time: 0.0012 memory: 2855 loss: 1.9469 2022/12/06 14:25:39 - mmengine - INFO - Epoch(train) [14][ 600/5005] lr: 9.7080e-02 eta: 1 day, 1:00:28 time: 0.2402 data_time: 0.0015 memory: 2855 loss: 2.2545 2022/12/06 14:26:04 - mmengine - INFO - Epoch(train) [14][ 700/5005] lr: 9.7071e-02 eta: 1 day, 1:01:15 time: 0.2462 data_time: 0.0012 memory: 2855 loss: 2.0832 2022/12/06 14:26:29 - mmengine - INFO - Epoch(train) [14][ 800/5005] lr: 9.7062e-02 eta: 1 day, 1:02:04 time: 0.2451 data_time: 0.0013 memory: 2855 loss: 2.0243 2022/12/06 14:26:54 - mmengine - INFO - Epoch(train) [14][ 900/5005] lr: 9.7053e-02 eta: 1 day, 1:02:51 time: 0.2511 data_time: 0.0014 memory: 2855 loss: 2.2702 2022/12/06 14:27:02 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:27:19 - mmengine - INFO - Epoch(train) [14][1000/5005] lr: 9.7044e-02 eta: 1 day, 1:03:37 time: 0.2462 data_time: 0.0013 memory: 2855 loss: 2.1060 2022/12/06 14:27:43 - mmengine - INFO - Epoch(train) [14][1100/5005] lr: 9.7035e-02 eta: 1 day, 1:04:23 time: 0.2458 data_time: 0.0014 memory: 2855 loss: 1.9638 2022/12/06 14:28:08 - mmengine - INFO - Epoch(train) [14][1200/5005] lr: 9.7026e-02 eta: 1 day, 1:05:10 time: 0.2562 data_time: 0.0016 memory: 2855 loss: 2.1332 2022/12/06 14:28:33 - mmengine - INFO - Epoch(train) [14][1300/5005] lr: 9.7018e-02 eta: 1 day, 1:05:57 time: 0.2471 data_time: 0.0011 memory: 2855 loss: 2.2069 2022/12/06 14:28:58 - mmengine - INFO - Epoch(train) [14][1400/5005] lr: 9.7009e-02 eta: 1 day, 1:06:43 time: 0.2494 data_time: 0.0010 memory: 2855 loss: 2.2171 2022/12/06 14:29:22 - mmengine - INFO - Epoch(train) [14][1500/5005] lr: 9.7000e-02 eta: 1 day, 1:07:28 time: 0.2482 data_time: 0.0010 memory: 2855 loss: 2.2212 2022/12/06 14:29:44 - mmengine - INFO - Epoch(train) [14][1600/5005] lr: 9.6991e-02 eta: 1 day, 1:07:46 time: 0.2615 data_time: 0.0057 memory: 2855 loss: 2.0605 2022/12/06 14:30:08 - mmengine - INFO - Epoch(train) [14][1700/5005] lr: 9.6982e-02 eta: 1 day, 1:08:31 time: 0.2511 data_time: 0.0011 memory: 2855 loss: 2.2700 2022/12/06 14:30:33 - mmengine - INFO - Epoch(train) [14][1800/5005] lr: 9.6973e-02 eta: 1 day, 1:09:16 time: 0.2477 data_time: 0.0013 memory: 2855 loss: 2.1301 2022/12/06 14:30:58 - mmengine - INFO - Epoch(train) [14][1900/5005] lr: 9.6964e-02 eta: 1 day, 1:10:01 time: 0.2413 data_time: 0.0011 memory: 2855 loss: 2.1562 2022/12/06 14:31:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:31:23 - mmengine - INFO - Epoch(train) [14][2000/5005] lr: 9.6955e-02 eta: 1 day, 1:10:46 time: 0.2530 data_time: 0.0012 memory: 2855 loss: 2.4466 2022/12/06 14:31:48 - mmengine - INFO - Epoch(train) [14][2100/5005] lr: 9.6946e-02 eta: 1 day, 1:11:31 time: 0.2517 data_time: 0.0013 memory: 2855 loss: 2.2909 2022/12/06 14:32:13 - mmengine - INFO - Epoch(train) [14][2200/5005] lr: 9.6937e-02 eta: 1 day, 1:12:17 time: 0.2541 data_time: 0.0013 memory: 2855 loss: 2.3545 2022/12/06 14:32:37 - mmengine - INFO - Epoch(train) [14][2300/5005] lr: 9.6928e-02 eta: 1 day, 1:13:01 time: 0.2410 data_time: 0.0012 memory: 2855 loss: 2.3880 2022/12/06 14:33:02 - mmengine - INFO - Epoch(train) [14][2400/5005] lr: 9.6919e-02 eta: 1 day, 1:13:45 time: 0.2504 data_time: 0.0015 memory: 2855 loss: 2.2681 2022/12/06 14:33:27 - mmengine - INFO - Epoch(train) [14][2500/5005] lr: 9.6910e-02 eta: 1 day, 1:14:29 time: 0.2517 data_time: 0.0014 memory: 2855 loss: 2.4310 2022/12/06 14:33:52 - mmengine - INFO - Epoch(train) [14][2600/5005] lr: 9.6901e-02 eta: 1 day, 1:15:13 time: 0.2466 data_time: 0.0013 memory: 2855 loss: 1.9743 2022/12/06 14:34:16 - mmengine - INFO - Epoch(train) [14][2700/5005] lr: 9.6892e-02 eta: 1 day, 1:15:56 time: 0.2499 data_time: 0.0014 memory: 2855 loss: 2.2118 2022/12/06 14:34:41 - mmengine - INFO - Epoch(train) [14][2800/5005] lr: 9.6883e-02 eta: 1 day, 1:16:39 time: 0.2463 data_time: 0.0016 memory: 2855 loss: 2.3146 2022/12/06 14:35:06 - mmengine - INFO - Epoch(train) [14][2900/5005] lr: 9.6874e-02 eta: 1 day, 1:17:22 time: 0.2478 data_time: 0.0010 memory: 2855 loss: 2.0041 2022/12/06 14:35:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:35:28 - mmengine - INFO - Epoch(train) [14][3000/5005] lr: 9.6864e-02 eta: 1 day, 1:17:47 time: 0.1619 data_time: 0.0049 memory: 2855 loss: 2.1819 2022/12/06 14:35:52 - mmengine - INFO - Epoch(train) [14][3100/5005] lr: 9.6855e-02 eta: 1 day, 1:18:19 time: 0.2407 data_time: 0.0013 memory: 2855 loss: 2.0506 2022/12/06 14:36:17 - mmengine - INFO - Epoch(train) [14][3200/5005] lr: 9.6846e-02 eta: 1 day, 1:19:02 time: 0.2495 data_time: 0.0010 memory: 2855 loss: 2.3171 2022/12/06 14:36:42 - mmengine - INFO - Epoch(train) [14][3300/5005] lr: 9.6837e-02 eta: 1 day, 1:19:45 time: 0.2482 data_time: 0.0013 memory: 2855 loss: 2.0412 2022/12/06 14:37:06 - mmengine - INFO - Epoch(train) [14][3400/5005] lr: 9.6828e-02 eta: 1 day, 1:20:27 time: 0.2411 data_time: 0.0014 memory: 2855 loss: 2.1338 2022/12/06 14:37:31 - mmengine - INFO - Epoch(train) [14][3500/5005] lr: 9.6819e-02 eta: 1 day, 1:21:08 time: 0.2511 data_time: 0.0013 memory: 2855 loss: 2.0360 2022/12/06 14:37:56 - mmengine - INFO - Epoch(train) [14][3600/5005] lr: 9.6810e-02 eta: 1 day, 1:21:49 time: 0.2472 data_time: 0.0014 memory: 2855 loss: 2.2427 2022/12/06 14:38:21 - mmengine - INFO - Epoch(train) [14][3700/5005] lr: 9.6800e-02 eta: 1 day, 1:22:32 time: 0.2467 data_time: 0.0015 memory: 2855 loss: 2.2368 2022/12/06 14:38:46 - mmengine - INFO - Epoch(train) [14][3800/5005] lr: 9.6791e-02 eta: 1 day, 1:23:14 time: 0.2500 data_time: 0.0012 memory: 2855 loss: 2.0473 2022/12/06 14:39:10 - mmengine - INFO - Epoch(train) [14][3900/5005] lr: 9.6782e-02 eta: 1 day, 1:23:55 time: 0.2422 data_time: 0.0012 memory: 2855 loss: 2.1100 2022/12/06 14:39:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:39:35 - mmengine - INFO - Epoch(train) [14][4000/5005] lr: 9.6773e-02 eta: 1 day, 1:24:36 time: 0.2485 data_time: 0.0015 memory: 2855 loss: 2.2921 2022/12/06 14:40:00 - mmengine - INFO - Epoch(train) [14][4100/5005] lr: 9.6763e-02 eta: 1 day, 1:25:16 time: 0.2437 data_time: 0.0013 memory: 2855 loss: 2.3882 2022/12/06 14:40:25 - mmengine - INFO - Epoch(train) [14][4200/5005] lr: 9.6754e-02 eta: 1 day, 1:25:57 time: 0.2525 data_time: 0.0013 memory: 2855 loss: 1.9165 2022/12/06 14:40:49 - mmengine - INFO - Epoch(train) [14][4300/5005] lr: 9.6745e-02 eta: 1 day, 1:26:38 time: 0.2495 data_time: 0.0012 memory: 2855 loss: 2.2505 2022/12/06 14:41:14 - mmengine - INFO - Epoch(train) [14][4400/5005] lr: 9.6736e-02 eta: 1 day, 1:27:16 time: 0.2471 data_time: 0.0010 memory: 2855 loss: 2.1873 2022/12/06 14:41:35 - mmengine - INFO - Epoch(train) [14][4500/5005] lr: 9.6726e-02 eta: 1 day, 1:27:27 time: 0.2838 data_time: 0.0047 memory: 2855 loss: 2.2381 2022/12/06 14:42:00 - mmengine - INFO - Epoch(train) [14][4600/5005] lr: 9.6717e-02 eta: 1 day, 1:28:08 time: 0.2423 data_time: 0.0010 memory: 2855 loss: 2.4028 2022/12/06 14:42:25 - mmengine - INFO - Epoch(train) [14][4700/5005] lr: 9.6708e-02 eta: 1 day, 1:28:47 time: 0.2395 data_time: 0.0013 memory: 2855 loss: 2.4174 2022/12/06 14:42:49 - mmengine - INFO - Epoch(train) [14][4800/5005] lr: 9.6698e-02 eta: 1 day, 1:29:26 time: 0.2481 data_time: 0.0011 memory: 2855 loss: 2.0763 2022/12/06 14:43:14 - mmengine - INFO - Epoch(train) [14][4900/5005] lr: 9.6689e-02 eta: 1 day, 1:30:05 time: 0.2450 data_time: 0.0012 memory: 2855 loss: 2.1225 2022/12/06 14:43:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:43:39 - mmengine - INFO - Epoch(train) [14][5000/5005] lr: 9.6680e-02 eta: 1 day, 1:30:45 time: 0.2499 data_time: 0.0020 memory: 2855 loss: 2.3388 2022/12/06 14:43:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:43:40 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/12/06 14:43:49 - mmengine - INFO - Epoch(val) [14][100/196] eta: 0:00:07 time: 0.0663 data_time: 0.0235 memory: 2855 2022/12/06 14:44:06 - mmengine - INFO - Epoch(val) [14][196/196] accuracy/top1: 57.0480 accuracy/top5: 81.1680 2022/12/06 14:44:31 - mmengine - INFO - Epoch(train) [15][ 100/5005] lr: 9.6670e-02 eta: 1 day, 1:31:29 time: 0.2466 data_time: 0.0013 memory: 2855 loss: 2.1464 2022/12/06 14:44:56 - mmengine - INFO - Epoch(train) [15][ 200/5005] lr: 9.6660e-02 eta: 1 day, 1:32:08 time: 0.2478 data_time: 0.0014 memory: 2855 loss: 2.4395 2022/12/06 14:45:21 - mmengine - INFO - Epoch(train) [15][ 300/5005] lr: 9.6651e-02 eta: 1 day, 1:32:47 time: 0.2421 data_time: 0.0014 memory: 2855 loss: 2.1113 2022/12/06 14:45:46 - mmengine - INFO - Epoch(train) [15][ 400/5005] lr: 9.6642e-02 eta: 1 day, 1:33:26 time: 0.2492 data_time: 0.0014 memory: 2855 loss: 2.5178 2022/12/06 14:46:10 - mmengine - INFO - Epoch(train) [15][ 500/5005] lr: 9.6632e-02 eta: 1 day, 1:34:04 time: 0.2508 data_time: 0.0012 memory: 2855 loss: 2.2535 2022/12/06 14:46:35 - mmengine - INFO - Epoch(train) [15][ 600/5005] lr: 9.6623e-02 eta: 1 day, 1:34:42 time: 0.2450 data_time: 0.0013 memory: 2855 loss: 2.0116 2022/12/06 14:47:00 - mmengine - INFO - Epoch(train) [15][ 700/5005] lr: 9.6613e-02 eta: 1 day, 1:35:18 time: 0.2441 data_time: 0.0011 memory: 2855 loss: 2.0112 2022/12/06 14:47:21 - mmengine - INFO - Epoch(train) [15][ 800/5005] lr: 9.6604e-02 eta: 1 day, 1:35:30 time: 0.1611 data_time: 0.0046 memory: 2855 loss: 1.8801 2022/12/06 14:47:46 - mmengine - INFO - Epoch(train) [15][ 900/5005] lr: 9.6594e-02 eta: 1 day, 1:36:10 time: 0.2489 data_time: 0.0014 memory: 2855 loss: 2.0974 2022/12/06 14:47:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:48:11 - mmengine - INFO - Epoch(train) [15][1000/5005] lr: 9.6585e-02 eta: 1 day, 1:36:48 time: 0.2462 data_time: 0.0011 memory: 2855 loss: 2.1032 2022/12/06 14:48:36 - mmengine - INFO - Epoch(train) [15][1100/5005] lr: 9.6575e-02 eta: 1 day, 1:37:26 time: 0.2506 data_time: 0.0014 memory: 2855 loss: 2.0459 2022/12/06 14:49:01 - mmengine - INFO - Epoch(train) [15][1200/5005] lr: 9.6566e-02 eta: 1 day, 1:38:03 time: 0.2447 data_time: 0.0013 memory: 2855 loss: 2.3055 2022/12/06 14:49:26 - mmengine - INFO - Epoch(train) [15][1300/5005] lr: 9.6556e-02 eta: 1 day, 1:38:40 time: 0.2506 data_time: 0.0013 memory: 2855 loss: 2.1354 2022/12/06 14:49:50 - mmengine - INFO - Epoch(train) [15][1400/5005] lr: 9.6547e-02 eta: 1 day, 1:39:17 time: 0.2454 data_time: 0.0015 memory: 2855 loss: 2.1520 2022/12/06 14:50:15 - mmengine - INFO - Epoch(train) [15][1500/5005] lr: 9.6537e-02 eta: 1 day, 1:39:54 time: 0.2509 data_time: 0.0012 memory: 2855 loss: 1.9790 2022/12/06 14:50:40 - mmengine - INFO - Epoch(train) [15][1600/5005] lr: 9.6528e-02 eta: 1 day, 1:40:30 time: 0.2427 data_time: 0.0012 memory: 2855 loss: 2.3754 2022/12/06 14:51:05 - mmengine - INFO - Epoch(train) [15][1700/5005] lr: 9.6518e-02 eta: 1 day, 1:41:08 time: 0.2497 data_time: 0.0015 memory: 2855 loss: 2.2760 2022/12/06 14:51:30 - mmengine - INFO - Epoch(train) [15][1800/5005] lr: 9.6508e-02 eta: 1 day, 1:41:45 time: 0.2437 data_time: 0.0012 memory: 2855 loss: 2.2412 2022/12/06 14:51:55 - mmengine - INFO - Epoch(train) [15][1900/5005] lr: 9.6499e-02 eta: 1 day, 1:42:22 time: 0.2495 data_time: 0.0014 memory: 2855 loss: 2.1341 2022/12/06 14:52:02 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:52:20 - mmengine - INFO - Epoch(train) [15][2000/5005] lr: 9.6489e-02 eta: 1 day, 1:42:58 time: 0.2506 data_time: 0.0014 memory: 2855 loss: 2.3366 2022/12/06 14:52:44 - mmengine - INFO - Epoch(train) [15][2100/5005] lr: 9.6479e-02 eta: 1 day, 1:43:33 time: 0.2459 data_time: 0.0010 memory: 2855 loss: 2.1051 2022/12/06 14:53:09 - mmengine - INFO - Epoch(train) [15][2200/5005] lr: 9.6470e-02 eta: 1 day, 1:44:08 time: 0.2511 data_time: 0.0011 memory: 2855 loss: 2.0203 2022/12/06 14:53:30 - mmengine - INFO - Epoch(train) [15][2300/5005] lr: 9.6460e-02 eta: 1 day, 1:44:18 time: 0.2601 data_time: 0.0028 memory: 2855 loss: 2.1811 2022/12/06 14:53:55 - mmengine - INFO - Epoch(train) [15][2400/5005] lr: 9.6451e-02 eta: 1 day, 1:44:52 time: 0.2498 data_time: 0.0012 memory: 2855 loss: 2.1632 2022/12/06 14:54:20 - mmengine - INFO - Epoch(train) [15][2500/5005] lr: 9.6441e-02 eta: 1 day, 1:45:27 time: 0.2417 data_time: 0.0013 memory: 2855 loss: 1.9678 2022/12/06 14:54:45 - mmengine - INFO - Epoch(train) [15][2600/5005] lr: 9.6431e-02 eta: 1 day, 1:46:02 time: 0.2486 data_time: 0.0013 memory: 2855 loss: 2.3366 2022/12/06 14:55:10 - mmengine - INFO - Epoch(train) [15][2700/5005] lr: 9.6421e-02 eta: 1 day, 1:46:37 time: 0.2491 data_time: 0.0012 memory: 2855 loss: 2.0296 2022/12/06 14:55:34 - mmengine - INFO - Epoch(train) [15][2800/5005] lr: 9.6412e-02 eta: 1 day, 1:47:12 time: 0.2486 data_time: 0.0015 memory: 2855 loss: 2.1294 2022/12/06 14:55:59 - mmengine - INFO - Epoch(train) [15][2900/5005] lr: 9.6402e-02 eta: 1 day, 1:47:46 time: 0.2504 data_time: 0.0015 memory: 2855 loss: 2.3012 2022/12/06 14:56:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 14:56:24 - mmengine - INFO - Epoch(train) [15][3000/5005] lr: 9.6392e-02 eta: 1 day, 1:48:20 time: 0.2505 data_time: 0.0014 memory: 2855 loss: 2.2136 2022/12/06 14:56:49 - mmengine - INFO - Epoch(train) [15][3100/5005] lr: 9.6382e-02 eta: 1 day, 1:48:54 time: 0.2506 data_time: 0.0014 memory: 2855 loss: 2.2266 2022/12/06 14:57:14 - mmengine - INFO - Epoch(train) [15][3200/5005] lr: 9.6373e-02 eta: 1 day, 1:49:27 time: 0.2429 data_time: 0.0014 memory: 2855 loss: 2.1460 2022/12/06 14:57:38 - mmengine - INFO - Epoch(train) [15][3300/5005] lr: 9.6363e-02 eta: 1 day, 1:50:01 time: 0.2486 data_time: 0.0015 memory: 2855 loss: 2.1724 2022/12/06 14:58:03 - mmengine - INFO - Epoch(train) [15][3400/5005] lr: 9.6353e-02 eta: 1 day, 1:50:35 time: 0.2490 data_time: 0.0016 memory: 2855 loss: 2.0962 2022/12/06 14:58:28 - mmengine - INFO - Epoch(train) [15][3500/5005] lr: 9.6343e-02 eta: 1 day, 1:51:08 time: 0.2531 data_time: 0.0013 memory: 2855 loss: 2.0969 2022/12/06 14:58:53 - mmengine - INFO - Epoch(train) [15][3600/5005] lr: 9.6333e-02 eta: 1 day, 1:51:41 time: 0.2417 data_time: 0.0011 memory: 2855 loss: 2.2412 2022/12/06 14:59:15 - mmengine - INFO - Epoch(train) [15][3700/5005] lr: 9.6324e-02 eta: 1 day, 1:51:53 time: 0.1606 data_time: 0.0032 memory: 2855 loss: 2.1628 2022/12/06 14:59:39 - mmengine - INFO - Epoch(train) [15][3800/5005] lr: 9.6314e-02 eta: 1 day, 1:52:25 time: 0.2502 data_time: 0.0013 memory: 2855 loss: 2.2603 2022/12/06 15:00:04 - mmengine - INFO - Epoch(train) [15][3900/5005] lr: 9.6304e-02 eta: 1 day, 1:52:58 time: 0.2485 data_time: 0.0013 memory: 2855 loss: 1.9246 2022/12/06 15:00:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:00:29 - mmengine - INFO - Epoch(train) [15][4000/5005] lr: 9.6294e-02 eta: 1 day, 1:53:30 time: 0.2463 data_time: 0.0013 memory: 2855 loss: 2.1311 2022/12/06 15:00:54 - mmengine - INFO - Epoch(train) [15][4100/5005] lr: 9.6284e-02 eta: 1 day, 1:54:03 time: 0.2488 data_time: 0.0015 memory: 2855 loss: 2.5408 2022/12/06 15:01:18 - mmengine - INFO - Epoch(train) [15][4200/5005] lr: 9.6274e-02 eta: 1 day, 1:54:35 time: 0.2508 data_time: 0.0016 memory: 2855 loss: 2.2769 2022/12/06 15:01:43 - mmengine - INFO - Epoch(train) [15][4300/5005] lr: 9.6264e-02 eta: 1 day, 1:55:07 time: 0.2356 data_time: 0.0015 memory: 2855 loss: 2.2286 2022/12/06 15:02:08 - mmengine - INFO - Epoch(train) [15][4400/5005] lr: 9.6254e-02 eta: 1 day, 1:55:38 time: 0.2492 data_time: 0.0014 memory: 2855 loss: 2.1690 2022/12/06 15:02:33 - mmengine - INFO - Epoch(train) [15][4500/5005] lr: 9.6244e-02 eta: 1 day, 1:56:11 time: 0.2488 data_time: 0.0014 memory: 2855 loss: 2.3531 2022/12/06 15:02:58 - mmengine - INFO - Epoch(train) [15][4600/5005] lr: 9.6235e-02 eta: 1 day, 1:56:43 time: 0.2490 data_time: 0.0013 memory: 2855 loss: 2.3200 2022/12/06 15:03:22 - mmengine - INFO - Epoch(train) [15][4700/5005] lr: 9.6225e-02 eta: 1 day, 1:57:14 time: 0.2435 data_time: 0.0014 memory: 2855 loss: 2.2306 2022/12/06 15:03:47 - mmengine - INFO - Epoch(train) [15][4800/5005] lr: 9.6215e-02 eta: 1 day, 1:57:46 time: 0.2492 data_time: 0.0012 memory: 2855 loss: 2.1497 2022/12/06 15:04:12 - mmengine - INFO - Epoch(train) [15][4900/5005] lr: 9.6205e-02 eta: 1 day, 1:58:17 time: 0.2492 data_time: 0.0013 memory: 2855 loss: 2.2739 2022/12/06 15:04:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:04:37 - mmengine - INFO - Epoch(train) [15][5000/5005] lr: 9.6195e-02 eta: 1 day, 1:58:48 time: 0.2432 data_time: 0.0028 memory: 2855 loss: 2.2626 2022/12/06 15:04:38 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:04:38 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/12/06 15:04:44 - mmengine - INFO - Epoch(val) [15][100/196] eta: 0:00:04 time: 0.0439 data_time: 0.0003 memory: 2855 2022/12/06 15:04:57 - mmengine - INFO - Epoch(val) [15][196/196] accuracy/top1: 56.3320 accuracy/top5: 80.7460 2022/12/06 15:05:19 - mmengine - INFO - Epoch(train) [16][ 100/5005] lr: 9.6184e-02 eta: 1 day, 1:58:59 time: 0.2749 data_time: 0.0068 memory: 2855 loss: 2.0977 2022/12/06 15:05:44 - mmengine - INFO - Epoch(train) [16][ 200/5005] lr: 9.6174e-02 eta: 1 day, 1:59:32 time: 0.2528 data_time: 0.0011 memory: 2855 loss: 2.0579 2022/12/06 15:06:09 - mmengine - INFO - Epoch(train) [16][ 300/5005] lr: 9.6164e-02 eta: 1 day, 2:00:03 time: 0.2492 data_time: 0.0013 memory: 2855 loss: 2.2955 2022/12/06 15:06:34 - mmengine - INFO - Epoch(train) [16][ 400/5005] lr: 9.6154e-02 eta: 1 day, 2:00:35 time: 0.2554 data_time: 0.0015 memory: 2855 loss: 2.0228 2022/12/06 15:06:59 - mmengine - INFO - Epoch(train) [16][ 500/5005] lr: 9.6144e-02 eta: 1 day, 2:01:06 time: 0.2506 data_time: 0.0014 memory: 2855 loss: 2.1836 2022/12/06 15:07:24 - mmengine - INFO - Epoch(train) [16][ 600/5005] lr: 9.6134e-02 eta: 1 day, 2:01:36 time: 0.2494 data_time: 0.0014 memory: 2855 loss: 1.8379 2022/12/06 15:07:48 - mmengine - INFO - Epoch(train) [16][ 700/5005] lr: 9.6124e-02 eta: 1 day, 2:02:05 time: 0.2392 data_time: 0.0014 memory: 2855 loss: 2.3075 2022/12/06 15:08:13 - mmengine - INFO - Epoch(train) [16][ 800/5005] lr: 9.6114e-02 eta: 1 day, 2:02:34 time: 0.2499 data_time: 0.0013 memory: 2855 loss: 2.0700 2022/12/06 15:08:38 - mmengine - INFO - Epoch(train) [16][ 900/5005] lr: 9.6103e-02 eta: 1 day, 2:03:03 time: 0.2490 data_time: 0.0014 memory: 2855 loss: 2.3003 2022/12/06 15:08:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:09:02 - mmengine - INFO - Epoch(train) [16][1000/5005] lr: 9.6093e-02 eta: 1 day, 2:03:32 time: 0.2465 data_time: 0.0015 memory: 2855 loss: 2.1777 2022/12/06 15:09:27 - mmengine - INFO - Epoch(train) [16][1100/5005] lr: 9.6083e-02 eta: 1 day, 2:04:02 time: 0.2480 data_time: 0.0016 memory: 2855 loss: 2.1772 2022/12/06 15:09:52 - mmengine - INFO - Epoch(train) [16][1200/5005] lr: 9.6073e-02 eta: 1 day, 2:04:33 time: 0.2611 data_time: 0.0015 memory: 2855 loss: 2.1515 2022/12/06 15:10:17 - mmengine - INFO - Epoch(train) [16][1300/5005] lr: 9.6063e-02 eta: 1 day, 2:05:02 time: 0.2506 data_time: 0.0013 memory: 2855 loss: 2.1723 2022/12/06 15:10:42 - mmengine - INFO - Epoch(train) [16][1400/5005] lr: 9.6053e-02 eta: 1 day, 2:05:31 time: 0.2446 data_time: 0.0010 memory: 2855 loss: 1.9306 2022/12/06 15:11:06 - mmengine - INFO - Epoch(train) [16][1500/5005] lr: 9.6043e-02 eta: 1 day, 2:05:58 time: 0.2212 data_time: 0.0011 memory: 2855 loss: 2.3175 2022/12/06 15:11:28 - mmengine - INFO - Epoch(train) [16][1600/5005] lr: 9.6032e-02 eta: 1 day, 2:06:05 time: 0.2429 data_time: 0.0012 memory: 2855 loss: 2.3447 2022/12/06 15:11:53 - mmengine - INFO - Epoch(train) [16][1700/5005] lr: 9.6022e-02 eta: 1 day, 2:06:34 time: 0.2495 data_time: 0.0012 memory: 2855 loss: 2.0710 2022/12/06 15:12:18 - mmengine - INFO - Epoch(train) [16][1800/5005] lr: 9.6012e-02 eta: 1 day, 2:07:03 time: 0.2433 data_time: 0.0012 memory: 2855 loss: 2.2807 2022/12/06 15:12:43 - mmengine - INFO - Epoch(train) [16][1900/5005] lr: 9.6002e-02 eta: 1 day, 2:07:31 time: 0.2486 data_time: 0.0014 memory: 2855 loss: 2.1899 2022/12/06 15:12:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:13:07 - mmengine - INFO - Epoch(train) [16][2000/5005] lr: 9.5991e-02 eta: 1 day, 2:08:00 time: 0.2409 data_time: 0.0012 memory: 2855 loss: 2.1593 2022/12/06 15:13:32 - mmengine - INFO - Epoch(train) [16][2100/5005] lr: 9.5981e-02 eta: 1 day, 2:08:29 time: 0.2516 data_time: 0.0015 memory: 2855 loss: 2.3718 2022/12/06 15:13:57 - mmengine - INFO - Epoch(train) [16][2200/5005] lr: 9.5971e-02 eta: 1 day, 2:08:57 time: 0.2430 data_time: 0.0013 memory: 2855 loss: 2.3407 2022/12/06 15:14:22 - mmengine - INFO - Epoch(train) [16][2300/5005] lr: 9.5961e-02 eta: 1 day, 2:09:25 time: 0.2485 data_time: 0.0013 memory: 2855 loss: 2.2180 2022/12/06 15:14:47 - mmengine - INFO - Epoch(train) [16][2400/5005] lr: 9.5950e-02 eta: 1 day, 2:09:53 time: 0.2480 data_time: 0.0014 memory: 2855 loss: 2.3794 2022/12/06 15:15:11 - mmengine - INFO - Epoch(train) [16][2500/5005] lr: 9.5940e-02 eta: 1 day, 2:10:20 time: 0.2462 data_time: 0.0013 memory: 2855 loss: 2.0971 2022/12/06 15:15:36 - mmengine - INFO - Epoch(train) [16][2600/5005] lr: 9.5930e-02 eta: 1 day, 2:10:46 time: 0.2464 data_time: 0.0013 memory: 2855 loss: 1.9958 2022/12/06 15:16:01 - mmengine - INFO - Epoch(train) [16][2700/5005] lr: 9.5919e-02 eta: 1 day, 2:11:13 time: 0.2494 data_time: 0.0015 memory: 2855 loss: 2.0881 2022/12/06 15:16:26 - mmengine - INFO - Epoch(train) [16][2800/5005] lr: 9.5909e-02 eta: 1 day, 2:11:40 time: 0.2443 data_time: 0.0014 memory: 2855 loss: 2.3217 2022/12/06 15:16:50 - mmengine - INFO - Epoch(train) [16][2900/5005] lr: 9.5899e-02 eta: 1 day, 2:12:07 time: 0.2463 data_time: 0.0010 memory: 2855 loss: 2.0646 2022/12/06 15:16:57 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:17:12 - mmengine - INFO - Epoch(train) [16][3000/5005] lr: 9.5888e-02 eta: 1 day, 2:12:10 time: 0.1623 data_time: 0.0029 memory: 2855 loss: 2.0622 2022/12/06 15:17:36 - mmengine - INFO - Epoch(train) [16][3100/5005] lr: 9.5878e-02 eta: 1 day, 2:12:37 time: 0.2508 data_time: 0.0012 memory: 2855 loss: 2.3027 2022/12/06 15:18:01 - mmengine - INFO - Epoch(train) [16][3200/5005] lr: 9.5867e-02 eta: 1 day, 2:13:04 time: 0.2480 data_time: 0.0013 memory: 2855 loss: 2.0372 2022/12/06 15:18:26 - mmengine - INFO - Epoch(train) [16][3300/5005] lr: 9.5857e-02 eta: 1 day, 2:13:33 time: 0.2519 data_time: 0.0014 memory: 2855 loss: 1.9885 2022/12/06 15:18:51 - mmengine - INFO - Epoch(train) [16][3400/5005] lr: 9.5847e-02 eta: 1 day, 2:13:59 time: 0.2482 data_time: 0.0015 memory: 2855 loss: 2.1809 2022/12/06 15:19:16 - mmengine - INFO - Epoch(train) [16][3500/5005] lr: 9.5836e-02 eta: 1 day, 2:14:24 time: 0.2485 data_time: 0.0014 memory: 2855 loss: 1.9947 2022/12/06 15:19:41 - mmengine - INFO - Epoch(train) [16][3600/5005] lr: 9.5826e-02 eta: 1 day, 2:14:50 time: 0.2418 data_time: 0.0015 memory: 2855 loss: 2.1186 2022/12/06 15:20:05 - mmengine - INFO - Epoch(train) [16][3700/5005] lr: 9.5815e-02 eta: 1 day, 2:15:16 time: 0.2481 data_time: 0.0012 memory: 2855 loss: 2.1164 2022/12/06 15:20:30 - mmengine - INFO - Epoch(train) [16][3800/5005] lr: 9.5805e-02 eta: 1 day, 2:15:43 time: 0.2478 data_time: 0.0013 memory: 2855 loss: 2.3190 2022/12/06 15:20:55 - mmengine - INFO - Epoch(train) [16][3900/5005] lr: 9.5794e-02 eta: 1 day, 2:16:08 time: 0.2450 data_time: 0.0014 memory: 2855 loss: 2.3137 2022/12/06 15:21:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:21:20 - mmengine - INFO - Epoch(train) [16][4000/5005] lr: 9.5784e-02 eta: 1 day, 2:16:33 time: 0.2473 data_time: 0.0014 memory: 2855 loss: 2.0943 2022/12/06 15:21:45 - mmengine - INFO - Epoch(train) [16][4100/5005] lr: 9.5773e-02 eta: 1 day, 2:17:00 time: 0.2492 data_time: 0.0014 memory: 2855 loss: 2.3431 2022/12/06 15:22:09 - mmengine - INFO - Epoch(train) [16][4200/5005] lr: 9.5763e-02 eta: 1 day, 2:17:25 time: 0.2474 data_time: 0.0016 memory: 2855 loss: 2.1635 2022/12/06 15:22:34 - mmengine - INFO - Epoch(train) [16][4300/5005] lr: 9.5752e-02 eta: 1 day, 2:17:50 time: 0.2456 data_time: 0.0010 memory: 2855 loss: 2.1065 2022/12/06 15:22:59 - mmengine - INFO - Epoch(train) [16][4400/5005] lr: 9.5742e-02 eta: 1 day, 2:18:16 time: 0.2453 data_time: 0.0011 memory: 2855 loss: 2.0090 2022/12/06 15:23:20 - mmengine - INFO - Epoch(train) [16][4500/5005] lr: 9.5731e-02 eta: 1 day, 2:18:17 time: 0.2737 data_time: 0.0067 memory: 2855 loss: 2.3137 2022/12/06 15:23:45 - mmengine - INFO - Epoch(train) [16][4600/5005] lr: 9.5720e-02 eta: 1 day, 2:18:42 time: 0.2447 data_time: 0.0011 memory: 2855 loss: 2.2514 2022/12/06 15:24:10 - mmengine - INFO - Epoch(train) [16][4700/5005] lr: 9.5710e-02 eta: 1 day, 2:19:07 time: 0.2499 data_time: 0.0012 memory: 2855 loss: 2.1553 2022/12/06 15:24:35 - mmengine - INFO - Epoch(train) [16][4800/5005] lr: 9.5699e-02 eta: 1 day, 2:19:32 time: 0.2474 data_time: 0.0014 memory: 2855 loss: 2.1604 2022/12/06 15:25:00 - mmengine - INFO - Epoch(train) [16][4900/5005] lr: 9.5689e-02 eta: 1 day, 2:19:57 time: 0.2478 data_time: 0.0015 memory: 2855 loss: 2.0366 2022/12/06 15:25:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:25:24 - mmengine - INFO - Epoch(train) [16][5000/5005] lr: 9.5678e-02 eta: 1 day, 2:20:21 time: 0.2504 data_time: 0.0024 memory: 2855 loss: 2.0668 2022/12/06 15:25:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:25:26 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/12/06 15:25:35 - mmengine - INFO - Epoch(val) [16][100/196] eta: 0:00:06 time: 0.0632 data_time: 0.0237 memory: 2855 2022/12/06 15:25:51 - mmengine - INFO - Epoch(val) [16][196/196] accuracy/top1: 57.4280 accuracy/top5: 81.5740 2022/12/06 15:26:16 - mmengine - INFO - Epoch(train) [17][ 100/5005] lr: 9.5667e-02 eta: 1 day, 2:20:49 time: 0.2430 data_time: 0.0013 memory: 2855 loss: 2.1038 2022/12/06 15:26:41 - mmengine - INFO - Epoch(train) [17][ 200/5005] lr: 9.5656e-02 eta: 1 day, 2:21:13 time: 0.2522 data_time: 0.0013 memory: 2855 loss: 1.9156 2022/12/06 15:27:06 - mmengine - INFO - Epoch(train) [17][ 300/5005] lr: 9.5645e-02 eta: 1 day, 2:21:37 time: 0.2419 data_time: 0.0014 memory: 2855 loss: 2.1741 2022/12/06 15:27:31 - mmengine - INFO - Epoch(train) [17][ 400/5005] lr: 9.5635e-02 eta: 1 day, 2:22:01 time: 0.2525 data_time: 0.0015 memory: 2855 loss: 1.8891 2022/12/06 15:27:55 - mmengine - INFO - Epoch(train) [17][ 500/5005] lr: 9.5624e-02 eta: 1 day, 2:22:24 time: 0.2486 data_time: 0.0014 memory: 2855 loss: 1.9758 2022/12/06 15:28:20 - mmengine - INFO - Epoch(train) [17][ 600/5005] lr: 9.5613e-02 eta: 1 day, 2:22:47 time: 0.2421 data_time: 0.0014 memory: 2855 loss: 2.2078 2022/12/06 15:28:45 - mmengine - INFO - Epoch(train) [17][ 700/5005] lr: 9.5603e-02 eta: 1 day, 2:23:11 time: 0.2432 data_time: 0.0011 memory: 2855 loss: 1.9338 2022/12/06 15:29:05 - mmengine - INFO - Epoch(train) [17][ 800/5005] lr: 9.5592e-02 eta: 1 day, 2:23:08 time: 0.1586 data_time: 0.0031 memory: 2855 loss: 2.0662 2022/12/06 15:29:31 - mmengine - INFO - Epoch(train) [17][ 900/5005] lr: 9.5581e-02 eta: 1 day, 2:23:37 time: 0.2519 data_time: 0.0012 memory: 2855 loss: 1.9690 2022/12/06 15:29:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:29:56 - mmengine - INFO - Epoch(train) [17][1000/5005] lr: 9.5570e-02 eta: 1 day, 2:24:00 time: 0.2427 data_time: 0.0014 memory: 2855 loss: 1.9983 2022/12/06 15:30:21 - mmengine - INFO - Epoch(train) [17][1100/5005] lr: 9.5560e-02 eta: 1 day, 2:24:24 time: 0.2476 data_time: 0.0014 memory: 2855 loss: 2.2130 2022/12/06 15:30:46 - mmengine - INFO - Epoch(train) [17][1200/5005] lr: 9.5549e-02 eta: 1 day, 2:24:48 time: 0.2491 data_time: 0.0014 memory: 2855 loss: 2.0810 2022/12/06 15:31:10 - mmengine - INFO - Epoch(train) [17][1300/5005] lr: 9.5538e-02 eta: 1 day, 2:25:10 time: 0.2460 data_time: 0.0016 memory: 2855 loss: 2.1285 2022/12/06 15:31:35 - mmengine - INFO - Epoch(train) [17][1400/5005] lr: 9.5527e-02 eta: 1 day, 2:25:33 time: 0.2511 data_time: 0.0014 memory: 2855 loss: 2.2459 2022/12/06 15:32:00 - mmengine - INFO - Epoch(train) [17][1500/5005] lr: 9.5516e-02 eta: 1 day, 2:25:56 time: 0.2460 data_time: 0.0014 memory: 2855 loss: 2.1900 2022/12/06 15:32:25 - mmengine - INFO - Epoch(train) [17][1600/5005] lr: 9.5506e-02 eta: 1 day, 2:26:19 time: 0.2453 data_time: 0.0013 memory: 2855 loss: 2.2249 2022/12/06 15:32:50 - mmengine - INFO - Epoch(train) [17][1700/5005] lr: 9.5495e-02 eta: 1 day, 2:26:41 time: 0.2505 data_time: 0.0015 memory: 2855 loss: 2.2503 2022/12/06 15:33:15 - mmengine - INFO - Epoch(train) [17][1800/5005] lr: 9.5484e-02 eta: 1 day, 2:27:04 time: 0.2560 data_time: 0.0015 memory: 2855 loss: 1.8499 2022/12/06 15:33:40 - mmengine - INFO - Epoch(train) [17][1900/5005] lr: 9.5473e-02 eta: 1 day, 2:27:27 time: 0.2469 data_time: 0.0012 memory: 2855 loss: 2.1440 2022/12/06 15:33:45 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:34:04 - mmengine - INFO - Epoch(train) [17][2000/5005] lr: 9.5462e-02 eta: 1 day, 2:27:48 time: 0.2421 data_time: 0.0013 memory: 2855 loss: 2.1121 2022/12/06 15:34:29 - mmengine - INFO - Epoch(train) [17][2100/5005] lr: 9.5451e-02 eta: 1 day, 2:28:10 time: 0.2512 data_time: 0.0010 memory: 2855 loss: 2.1243 2022/12/06 15:34:54 - mmengine - INFO - Epoch(train) [17][2200/5005] lr: 9.5440e-02 eta: 1 day, 2:28:32 time: 0.2469 data_time: 0.0010 memory: 2855 loss: 1.9565 2022/12/06 15:35:15 - mmengine - INFO - Epoch(train) [17][2300/5005] lr: 9.5429e-02 eta: 1 day, 2:28:32 time: 0.2838 data_time: 0.0020 memory: 2855 loss: 2.0272 2022/12/06 15:35:40 - mmengine - INFO - Epoch(train) [17][2400/5005] lr: 9.5418e-02 eta: 1 day, 2:28:54 time: 0.2432 data_time: 0.0012 memory: 2855 loss: 2.1407 2022/12/06 15:36:05 - mmengine - INFO - Epoch(train) [17][2500/5005] lr: 9.5408e-02 eta: 1 day, 2:29:16 time: 0.2497 data_time: 0.0012 memory: 2855 loss: 2.4986 2022/12/06 15:36:30 - mmengine - INFO - Epoch(train) [17][2600/5005] lr: 9.5397e-02 eta: 1 day, 2:29:37 time: 0.2465 data_time: 0.0013 memory: 2855 loss: 1.9725 2022/12/06 15:36:54 - mmengine - INFO - Epoch(train) [17][2700/5005] lr: 9.5386e-02 eta: 1 day, 2:29:58 time: 0.2442 data_time: 0.0014 memory: 2855 loss: 2.0872 2022/12/06 15:37:19 - mmengine - INFO - Epoch(train) [17][2800/5005] lr: 9.5375e-02 eta: 1 day, 2:30:20 time: 0.2496 data_time: 0.0014 memory: 2855 loss: 1.9796 2022/12/06 15:37:44 - mmengine - INFO - Epoch(train) [17][2900/5005] lr: 9.5364e-02 eta: 1 day, 2:30:41 time: 0.2413 data_time: 0.0015 memory: 2855 loss: 2.2624 2022/12/06 15:37:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:38:09 - mmengine - INFO - Epoch(train) [17][3000/5005] lr: 9.5353e-02 eta: 1 day, 2:31:02 time: 0.2483 data_time: 0.0015 memory: 2855 loss: 2.1079 2022/12/06 15:38:34 - mmengine - INFO - Epoch(train) [17][3100/5005] lr: 9.5342e-02 eta: 1 day, 2:31:23 time: 0.2492 data_time: 0.0013 memory: 2855 loss: 2.0579 2022/12/06 15:38:58 - mmengine - INFO - Epoch(train) [17][3200/5005] lr: 9.5331e-02 eta: 1 day, 2:31:43 time: 0.2519 data_time: 0.0015 memory: 2855 loss: 2.0479 2022/12/06 15:39:23 - mmengine - INFO - Epoch(train) [17][3300/5005] lr: 9.5320e-02 eta: 1 day, 2:32:05 time: 0.2492 data_time: 0.0013 memory: 2855 loss: 2.3431 2022/12/06 15:39:48 - mmengine - INFO - Epoch(train) [17][3400/5005] lr: 9.5308e-02 eta: 1 day, 2:32:24 time: 0.2366 data_time: 0.0017 memory: 2855 loss: 1.9444 2022/12/06 15:40:13 - mmengine - INFO - Epoch(train) [17][3500/5005] lr: 9.5297e-02 eta: 1 day, 2:32:44 time: 0.2482 data_time: 0.0016 memory: 2855 loss: 2.2230 2022/12/06 15:40:38 - mmengine - INFO - Epoch(train) [17][3600/5005] lr: 9.5286e-02 eta: 1 day, 2:33:05 time: 0.2444 data_time: 0.0010 memory: 2855 loss: 2.0692 2022/12/06 15:41:01 - mmengine - INFO - Epoch(train) [17][3700/5005] lr: 9.5275e-02 eta: 1 day, 2:33:16 time: 0.1589 data_time: 0.0043 memory: 2855 loss: 2.4362 2022/12/06 15:41:23 - mmengine - INFO - Epoch(train) [17][3800/5005] lr: 9.5264e-02 eta: 1 day, 2:33:22 time: 0.2444 data_time: 0.0018 memory: 2855 loss: 2.0714 2022/12/06 15:41:48 - mmengine - INFO - Epoch(train) [17][3900/5005] lr: 9.5253e-02 eta: 1 day, 2:33:43 time: 0.2464 data_time: 0.0011 memory: 2855 loss: 2.0835 2022/12/06 15:41:53 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:42:13 - mmengine - INFO - Epoch(train) [17][4000/5005] lr: 9.5242e-02 eta: 1 day, 2:34:03 time: 0.2511 data_time: 0.0013 memory: 2855 loss: 2.2278 2022/12/06 15:42:38 - mmengine - INFO - Epoch(train) [17][4100/5005] lr: 9.5231e-02 eta: 1 day, 2:34:23 time: 0.2433 data_time: 0.0015 memory: 2855 loss: 2.0365 2022/12/06 15:43:03 - mmengine - INFO - Epoch(train) [17][4200/5005] lr: 9.5220e-02 eta: 1 day, 2:34:43 time: 0.2489 data_time: 0.0013 memory: 2855 loss: 2.2083 2022/12/06 15:43:28 - mmengine - INFO - Epoch(train) [17][4300/5005] lr: 9.5208e-02 eta: 1 day, 2:35:03 time: 0.2479 data_time: 0.0014 memory: 2855 loss: 2.1466 2022/12/06 15:43:52 - mmengine - INFO - Epoch(train) [17][4400/5005] lr: 9.5197e-02 eta: 1 day, 2:35:22 time: 0.2521 data_time: 0.0015 memory: 2855 loss: 2.1161 2022/12/06 15:44:17 - mmengine - INFO - Epoch(train) [17][4500/5005] lr: 9.5186e-02 eta: 1 day, 2:35:43 time: 0.2451 data_time: 0.0018 memory: 2855 loss: 2.1847 2022/12/06 15:44:42 - mmengine - INFO - Epoch(train) [17][4600/5005] lr: 9.5175e-02 eta: 1 day, 2:36:01 time: 0.2414 data_time: 0.0015 memory: 2855 loss: 2.1904 2022/12/06 15:45:07 - mmengine - INFO - Epoch(train) [17][4700/5005] lr: 9.5164e-02 eta: 1 day, 2:36:21 time: 0.2464 data_time: 0.0012 memory: 2855 loss: 2.0958 2022/12/06 15:45:32 - mmengine - INFO - Epoch(train) [17][4800/5005] lr: 9.5152e-02 eta: 1 day, 2:36:41 time: 0.2516 data_time: 0.0016 memory: 2855 loss: 1.9617 2022/12/06 15:45:57 - mmengine - INFO - Epoch(train) [17][4900/5005] lr: 9.5141e-02 eta: 1 day, 2:36:59 time: 0.2449 data_time: 0.0015 memory: 2855 loss: 2.1167 2022/12/06 15:46:02 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:46:21 - mmengine - INFO - Epoch(train) [17][5000/5005] lr: 9.5130e-02 eta: 1 day, 2:37:17 time: 0.2444 data_time: 0.0024 memory: 2855 loss: 2.1436 2022/12/06 15:46:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:46:23 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/12/06 15:46:29 - mmengine - INFO - Epoch(val) [17][100/196] eta: 0:00:04 time: 0.0445 data_time: 0.0003 memory: 2855 2022/12/06 15:46:42 - mmengine - INFO - Epoch(val) [17][196/196] accuracy/top1: 57.0520 accuracy/top5: 81.0300 2022/12/06 15:47:03 - mmengine - INFO - Epoch(train) [18][ 100/5005] lr: 9.5118e-02 eta: 1 day, 2:37:12 time: 0.1940 data_time: 0.0046 memory: 2855 loss: 1.9339 2022/12/06 15:47:28 - mmengine - INFO - Epoch(train) [18][ 200/5005] lr: 9.5107e-02 eta: 1 day, 2:37:36 time: 0.2496 data_time: 0.0012 memory: 2855 loss: 1.9580 2022/12/06 15:47:53 - mmengine - INFO - Epoch(train) [18][ 300/5005] lr: 9.5096e-02 eta: 1 day, 2:37:54 time: 0.2505 data_time: 0.0012 memory: 2855 loss: 2.0911 2022/12/06 15:48:18 - mmengine - INFO - Epoch(train) [18][ 400/5005] lr: 9.5084e-02 eta: 1 day, 2:38:12 time: 0.2451 data_time: 0.0013 memory: 2855 loss: 2.0595 2022/12/06 15:48:43 - mmengine - INFO - Epoch(train) [18][ 500/5005] lr: 9.5073e-02 eta: 1 day, 2:38:31 time: 0.2493 data_time: 0.0013 memory: 2855 loss: 2.0371 2022/12/06 15:49:07 - mmengine - INFO - Epoch(train) [18][ 600/5005] lr: 9.5062e-02 eta: 1 day, 2:38:50 time: 0.2522 data_time: 0.0015 memory: 2855 loss: 2.0418 2022/12/06 15:49:32 - mmengine - INFO - Epoch(train) [18][ 700/5005] lr: 9.5050e-02 eta: 1 day, 2:39:09 time: 0.2515 data_time: 0.0012 memory: 2855 loss: 2.0930 2022/12/06 15:49:57 - mmengine - INFO - Epoch(train) [18][ 800/5005] lr: 9.5039e-02 eta: 1 day, 2:39:28 time: 0.2579 data_time: 0.0014 memory: 2855 loss: 2.0654 2022/12/06 15:50:22 - mmengine - INFO - Epoch(train) [18][ 900/5005] lr: 9.5028e-02 eta: 1 day, 2:39:46 time: 0.2430 data_time: 0.0014 memory: 2855 loss: 2.2834 2022/12/06 15:50:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:50:47 - mmengine - INFO - Epoch(train) [18][1000/5005] lr: 9.5016e-02 eta: 1 day, 2:40:03 time: 0.2431 data_time: 0.0013 memory: 2855 loss: 2.2648 2022/12/06 15:51:12 - mmengine - INFO - Epoch(train) [18][1100/5005] lr: 9.5005e-02 eta: 1 day, 2:40:22 time: 0.2514 data_time: 0.0012 memory: 2855 loss: 1.8877 2022/12/06 15:51:37 - mmengine - INFO - Epoch(train) [18][1200/5005] lr: 9.4993e-02 eta: 1 day, 2:40:40 time: 0.2520 data_time: 0.0015 memory: 2855 loss: 2.0440 2022/12/06 15:52:01 - mmengine - INFO - Epoch(train) [18][1300/5005] lr: 9.4982e-02 eta: 1 day, 2:40:57 time: 0.2425 data_time: 0.0013 memory: 2855 loss: 2.0388 2022/12/06 15:52:26 - mmengine - INFO - Epoch(train) [18][1400/5005] lr: 9.4971e-02 eta: 1 day, 2:41:16 time: 0.2500 data_time: 0.0011 memory: 2855 loss: 2.3230 2022/12/06 15:52:51 - mmengine - INFO - Epoch(train) [18][1500/5005] lr: 9.4959e-02 eta: 1 day, 2:41:34 time: 0.2500 data_time: 0.0011 memory: 2855 loss: 2.0520 2022/12/06 15:53:13 - mmengine - INFO - Epoch(train) [18][1600/5005] lr: 9.4948e-02 eta: 1 day, 2:41:32 time: 0.2578 data_time: 0.0017 memory: 2855 loss: 2.0056 2022/12/06 15:53:38 - mmengine - INFO - Epoch(train) [18][1700/5005] lr: 9.4936e-02 eta: 1 day, 2:41:50 time: 0.2407 data_time: 0.0012 memory: 2855 loss: 2.0819 2022/12/06 15:54:02 - mmengine - INFO - Epoch(train) [18][1800/5005] lr: 9.4925e-02 eta: 1 day, 2:42:07 time: 0.2503 data_time: 0.0013 memory: 2855 loss: 2.1760 2022/12/06 15:54:27 - mmengine - INFO - Epoch(train) [18][1900/5005] lr: 9.4913e-02 eta: 1 day, 2:42:24 time: 0.2514 data_time: 0.0013 memory: 2855 loss: 2.1018 2022/12/06 15:54:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:54:52 - mmengine - INFO - Epoch(train) [18][2000/5005] lr: 9.4902e-02 eta: 1 day, 2:42:42 time: 0.2550 data_time: 0.0017 memory: 2855 loss: 1.7285 2022/12/06 15:55:17 - mmengine - INFO - Epoch(train) [18][2100/5005] lr: 9.4890e-02 eta: 1 day, 2:42:59 time: 0.2393 data_time: 0.0015 memory: 2855 loss: 2.1264 2022/12/06 15:55:42 - mmengine - INFO - Epoch(train) [18][2200/5005] lr: 9.4879e-02 eta: 1 day, 2:43:15 time: 0.2481 data_time: 0.0014 memory: 2855 loss: 1.9180 2022/12/06 15:56:07 - mmengine - INFO - Epoch(train) [18][2300/5005] lr: 9.4867e-02 eta: 1 day, 2:43:32 time: 0.2464 data_time: 0.0015 memory: 2855 loss: 2.3243 2022/12/06 15:56:31 - mmengine - INFO - Epoch(train) [18][2400/5005] lr: 9.4856e-02 eta: 1 day, 2:43:48 time: 0.2458 data_time: 0.0014 memory: 2855 loss: 2.2432 2022/12/06 15:56:56 - mmengine - INFO - Epoch(train) [18][2500/5005] lr: 9.4844e-02 eta: 1 day, 2:44:05 time: 0.2468 data_time: 0.0014 memory: 2855 loss: 2.1343 2022/12/06 15:57:21 - mmengine - INFO - Epoch(train) [18][2600/5005] lr: 9.4832e-02 eta: 1 day, 2:44:21 time: 0.2487 data_time: 0.0014 memory: 2855 loss: 2.2638 2022/12/06 15:57:46 - mmengine - INFO - Epoch(train) [18][2700/5005] lr: 9.4821e-02 eta: 1 day, 2:44:38 time: 0.2486 data_time: 0.0012 memory: 2855 loss: 2.1586 2022/12/06 15:58:11 - mmengine - INFO - Epoch(train) [18][2800/5005] lr: 9.4809e-02 eta: 1 day, 2:44:54 time: 0.2380 data_time: 0.0016 memory: 2855 loss: 2.0886 2022/12/06 15:58:36 - mmengine - INFO - Epoch(train) [18][2900/5005] lr: 9.4798e-02 eta: 1 day, 2:45:11 time: 0.2471 data_time: 0.0010 memory: 2855 loss: 2.0230 2022/12/06 15:58:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 15:58:57 - mmengine - INFO - Epoch(train) [18][3000/5005] lr: 9.4786e-02 eta: 1 day, 2:45:09 time: 0.1622 data_time: 0.0055 memory: 2855 loss: 2.1360 2022/12/06 15:59:22 - mmengine - INFO - Epoch(train) [18][3100/5005] lr: 9.4774e-02 eta: 1 day, 2:45:23 time: 0.2489 data_time: 0.0015 memory: 2855 loss: 2.1055 2022/12/06 15:59:47 - mmengine - INFO - Epoch(train) [18][3200/5005] lr: 9.4763e-02 eta: 1 day, 2:45:39 time: 0.2433 data_time: 0.0013 memory: 2855 loss: 2.1100 2022/12/06 16:00:12 - mmengine - INFO - Epoch(train) [18][3300/5005] lr: 9.4751e-02 eta: 1 day, 2:45:55 time: 0.2507 data_time: 0.0015 memory: 2855 loss: 1.9974 2022/12/06 16:00:36 - mmengine - INFO - Epoch(train) [18][3400/5005] lr: 9.4739e-02 eta: 1 day, 2:46:11 time: 0.2511 data_time: 0.0013 memory: 2855 loss: 2.1360 2022/12/06 16:01:01 - mmengine - INFO - Epoch(train) [18][3500/5005] lr: 9.4728e-02 eta: 1 day, 2:46:26 time: 0.2492 data_time: 0.0014 memory: 2855 loss: 1.8658 2022/12/06 16:01:26 - mmengine - INFO - Epoch(train) [18][3600/5005] lr: 9.4716e-02 eta: 1 day, 2:46:43 time: 0.2483 data_time: 0.0015 memory: 2855 loss: 2.0724 2022/12/06 16:01:51 - mmengine - INFO - Epoch(train) [18][3700/5005] lr: 9.4704e-02 eta: 1 day, 2:46:58 time: 0.2511 data_time: 0.0014 memory: 2855 loss: 2.0164 2022/12/06 16:02:16 - mmengine - INFO - Epoch(train) [18][3800/5005] lr: 9.4693e-02 eta: 1 day, 2:47:13 time: 0.2489 data_time: 0.0016 memory: 2855 loss: 2.2221 2022/12/06 16:02:40 - mmengine - INFO - Epoch(train) [18][3900/5005] lr: 9.4681e-02 eta: 1 day, 2:47:28 time: 0.2502 data_time: 0.0014 memory: 2855 loss: 2.2248 2022/12/06 16:02:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:03:05 - mmengine - INFO - Epoch(train) [18][4000/5005] lr: 9.4669e-02 eta: 1 day, 2:47:43 time: 0.2407 data_time: 0.0013 memory: 2855 loss: 2.2042 2022/12/06 16:03:30 - mmengine - INFO - Epoch(train) [18][4100/5005] lr: 9.4657e-02 eta: 1 day, 2:47:58 time: 0.2503 data_time: 0.0015 memory: 2855 loss: 2.1009 2022/12/06 16:03:55 - mmengine - INFO - Epoch(train) [18][4200/5005] lr: 9.4646e-02 eta: 1 day, 2:48:13 time: 0.2458 data_time: 0.0017 memory: 2855 loss: 2.1506 2022/12/06 16:04:19 - mmengine - INFO - Epoch(train) [18][4300/5005] lr: 9.4634e-02 eta: 1 day, 2:48:27 time: 0.2473 data_time: 0.0010 memory: 2855 loss: 2.0715 2022/12/06 16:04:44 - mmengine - INFO - Epoch(train) [18][4400/5005] lr: 9.4622e-02 eta: 1 day, 2:48:42 time: 0.2415 data_time: 0.0011 memory: 2855 loss: 2.1837 2022/12/06 16:05:05 - mmengine - INFO - Epoch(train) [18][4500/5005] lr: 9.4610e-02 eta: 1 day, 2:48:36 time: 0.2793 data_time: 0.0034 memory: 2855 loss: 2.2040 2022/12/06 16:05:30 - mmengine - INFO - Epoch(train) [18][4600/5005] lr: 9.4598e-02 eta: 1 day, 2:48:52 time: 0.2509 data_time: 0.0011 memory: 2855 loss: 2.1403 2022/12/06 16:05:55 - mmengine - INFO - Epoch(train) [18][4700/5005] lr: 9.4587e-02 eta: 1 day, 2:49:06 time: 0.2522 data_time: 0.0014 memory: 2855 loss: 2.1947 2022/12/06 16:06:20 - mmengine - INFO - Epoch(train) [18][4800/5005] lr: 9.4575e-02 eta: 1 day, 2:49:21 time: 0.2531 data_time: 0.0013 memory: 2855 loss: 2.1287 2022/12/06 16:06:45 - mmengine - INFO - Epoch(train) [18][4900/5005] lr: 9.4563e-02 eta: 1 day, 2:49:36 time: 0.2506 data_time: 0.0014 memory: 2855 loss: 2.0078 2022/12/06 16:06:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:07:10 - mmengine - INFO - Epoch(train) [18][5000/5005] lr: 9.4551e-02 eta: 1 day, 2:49:50 time: 0.2539 data_time: 0.0023 memory: 2855 loss: 2.0428 2022/12/06 16:07:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:07:11 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/12/06 16:07:19 - mmengine - INFO - Epoch(val) [18][100/196] eta: 0:00:06 time: 0.0538 data_time: 0.0121 memory: 2855 2022/12/06 16:07:36 - mmengine - INFO - Epoch(val) [18][196/196] accuracy/top1: 57.7200 accuracy/top5: 82.0900 2022/12/06 16:08:01 - mmengine - INFO - Epoch(train) [19][ 100/5005] lr: 9.4539e-02 eta: 1 day, 2:50:07 time: 0.2517 data_time: 0.0011 memory: 2855 loss: 2.0339 2022/12/06 16:08:26 - mmengine - INFO - Epoch(train) [19][ 200/5005] lr: 9.4527e-02 eta: 1 day, 2:50:21 time: 0.2457 data_time: 0.0012 memory: 2855 loss: 2.0009 2022/12/06 16:08:51 - mmengine - INFO - Epoch(train) [19][ 300/5005] lr: 9.4515e-02 eta: 1 day, 2:50:34 time: 0.2483 data_time: 0.0014 memory: 2855 loss: 1.9548 2022/12/06 16:09:15 - mmengine - INFO - Epoch(train) [19][ 400/5005] lr: 9.4503e-02 eta: 1 day, 2:50:48 time: 0.2485 data_time: 0.0013 memory: 2855 loss: 2.1494 2022/12/06 16:09:40 - mmengine - INFO - Epoch(train) [19][ 500/5005] lr: 9.4491e-02 eta: 1 day, 2:51:01 time: 0.2391 data_time: 0.0015 memory: 2855 loss: 2.0446 2022/12/06 16:10:05 - mmengine - INFO - Epoch(train) [19][ 600/5005] lr: 9.4479e-02 eta: 1 day, 2:51:14 time: 0.2464 data_time: 0.0015 memory: 2855 loss: 2.0420 2022/12/06 16:10:30 - mmengine - INFO - Epoch(train) [19][ 700/5005] lr: 9.4467e-02 eta: 1 day, 2:51:28 time: 0.2429 data_time: 0.0011 memory: 2855 loss: 2.0482 2022/12/06 16:10:51 - mmengine - INFO - Epoch(train) [19][ 800/5005] lr: 9.4455e-02 eta: 1 day, 2:51:21 time: 0.1810 data_time: 0.0049 memory: 2855 loss: 1.9882 2022/12/06 16:11:16 - mmengine - INFO - Epoch(train) [19][ 900/5005] lr: 9.4443e-02 eta: 1 day, 2:51:36 time: 0.2481 data_time: 0.0012 memory: 2855 loss: 2.0771 2022/12/06 16:11:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:11:40 - mmengine - INFO - Epoch(train) [19][1000/5005] lr: 9.4431e-02 eta: 1 day, 2:51:49 time: 0.2415 data_time: 0.0013 memory: 2855 loss: 2.0989 2022/12/06 16:12:05 - mmengine - INFO - Epoch(train) [19][1100/5005] lr: 9.4419e-02 eta: 1 day, 2:52:03 time: 0.2486 data_time: 0.0014 memory: 2855 loss: 2.0991 2022/12/06 16:12:30 - mmengine - INFO - Epoch(train) [19][1200/5005] lr: 9.4407e-02 eta: 1 day, 2:52:16 time: 0.2458 data_time: 0.0014 memory: 2855 loss: 1.8451 2022/12/06 16:12:55 - mmengine - INFO - Epoch(train) [19][1300/5005] lr: 9.4395e-02 eta: 1 day, 2:52:30 time: 0.2492 data_time: 0.0012 memory: 2855 loss: 2.2544 2022/12/06 16:13:20 - mmengine - INFO - Epoch(train) [19][1400/5005] lr: 9.4383e-02 eta: 1 day, 2:52:43 time: 0.2508 data_time: 0.0015 memory: 2855 loss: 2.1144 2022/12/06 16:13:45 - mmengine - INFO - Epoch(train) [19][1500/5005] lr: 9.4371e-02 eta: 1 day, 2:52:57 time: 0.2490 data_time: 0.0013 memory: 2855 loss: 2.1049 2022/12/06 16:14:10 - mmengine - INFO - Epoch(train) [19][1600/5005] lr: 9.4359e-02 eta: 1 day, 2:53:09 time: 0.2371 data_time: 0.0012 memory: 2855 loss: 2.1091 2022/12/06 16:14:35 - mmengine - INFO - Epoch(train) [19][1700/5005] lr: 9.4347e-02 eta: 1 day, 2:53:23 time: 0.2496 data_time: 0.0014 memory: 2855 loss: 2.0922 2022/12/06 16:14:59 - mmengine - INFO - Epoch(train) [19][1800/5005] lr: 9.4335e-02 eta: 1 day, 2:53:36 time: 0.2424 data_time: 0.0014 memory: 2855 loss: 2.0317 2022/12/06 16:15:24 - mmengine - INFO - Epoch(train) [19][1900/5005] lr: 9.4323e-02 eta: 1 day, 2:53:49 time: 0.2506 data_time: 0.0013 memory: 2855 loss: 2.0405 2022/12/06 16:15:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:15:49 - mmengine - INFO - Epoch(train) [19][2000/5005] lr: 9.4311e-02 eta: 1 day, 2:54:02 time: 0.2493 data_time: 0.0015 memory: 2855 loss: 1.9456 2022/12/06 16:16:14 - mmengine - INFO - Epoch(train) [19][2100/5005] lr: 9.4298e-02 eta: 1 day, 2:54:15 time: 0.2475 data_time: 0.0011 memory: 2855 loss: 2.1036 2022/12/06 16:16:39 - mmengine - INFO - Epoch(train) [19][2200/5005] lr: 9.4286e-02 eta: 1 day, 2:54:28 time: 0.2457 data_time: 0.0010 memory: 2855 loss: 2.1355 2022/12/06 16:17:00 - mmengine - INFO - Epoch(train) [19][2300/5005] lr: 9.4274e-02 eta: 1 day, 2:54:20 time: 0.2468 data_time: 0.0018 memory: 2855 loss: 1.8690 2022/12/06 16:17:25 - mmengine - INFO - Epoch(train) [19][2400/5005] lr: 9.4262e-02 eta: 1 day, 2:54:32 time: 0.2458 data_time: 0.0014 memory: 2855 loss: 2.2551 2022/12/06 16:17:49 - mmengine - INFO - Epoch(train) [19][2500/5005] lr: 9.4250e-02 eta: 1 day, 2:54:44 time: 0.2430 data_time: 0.0013 memory: 2855 loss: 2.2751 2022/12/06 16:18:14 - mmengine - INFO - Epoch(train) [19][2600/5005] lr: 9.4238e-02 eta: 1 day, 2:54:56 time: 0.2476 data_time: 0.0013 memory: 2855 loss: 2.2138 2022/12/06 16:18:39 - mmengine - INFO - Epoch(train) [19][2700/5005] lr: 9.4225e-02 eta: 1 day, 2:55:08 time: 0.2399 data_time: 0.0015 memory: 2855 loss: 2.1749 2022/12/06 16:19:04 - mmengine - INFO - Epoch(train) [19][2800/5005] lr: 9.4213e-02 eta: 1 day, 2:55:20 time: 0.2449 data_time: 0.0015 memory: 2855 loss: 1.9143 2022/12/06 16:19:29 - mmengine - INFO - Epoch(train) [19][2900/5005] lr: 9.4201e-02 eta: 1 day, 2:55:32 time: 0.2513 data_time: 0.0015 memory: 2855 loss: 2.1650 2022/12/06 16:19:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:19:53 - mmengine - INFO - Epoch(train) [19][3000/5005] lr: 9.4189e-02 eta: 1 day, 2:55:44 time: 0.2449 data_time: 0.0016 memory: 2855 loss: 2.2263 2022/12/06 16:20:18 - mmengine - INFO - Epoch(train) [19][3100/5005] lr: 9.4177e-02 eta: 1 day, 2:55:55 time: 0.2504 data_time: 0.0022 memory: 2855 loss: 2.0028 2022/12/06 16:20:43 - mmengine - INFO - Epoch(train) [19][3200/5005] lr: 9.4164e-02 eta: 1 day, 2:56:06 time: 0.2419 data_time: 0.0016 memory: 2855 loss: 1.8002 2022/12/06 16:21:08 - mmengine - INFO - Epoch(train) [19][3300/5005] lr: 9.4152e-02 eta: 1 day, 2:56:19 time: 0.2487 data_time: 0.0015 memory: 2855 loss: 2.1666 2022/12/06 16:21:33 - mmengine - INFO - Epoch(train) [19][3400/5005] lr: 9.4140e-02 eta: 1 day, 2:56:30 time: 0.2418 data_time: 0.0014 memory: 2855 loss: 2.1528 2022/12/06 16:21:57 - mmengine - INFO - Epoch(train) [19][3500/5005] lr: 9.4127e-02 eta: 1 day, 2:56:41 time: 0.2490 data_time: 0.0015 memory: 2855 loss: 1.9055 2022/12/06 16:22:22 - mmengine - INFO - Epoch(train) [19][3600/5005] lr: 9.4115e-02 eta: 1 day, 2:56:52 time: 0.2457 data_time: 0.0011 memory: 2855 loss: 2.0351 2022/12/06 16:22:44 - mmengine - INFO - Epoch(train) [19][3700/5005] lr: 9.4103e-02 eta: 1 day, 2:56:48 time: 0.1674 data_time: 0.0064 memory: 2855 loss: 1.9300 2022/12/06 16:23:09 - mmengine - INFO - Epoch(train) [19][3800/5005] lr: 9.4090e-02 eta: 1 day, 2:57:01 time: 0.2513 data_time: 0.0012 memory: 2855 loss: 2.1209 2022/12/06 16:23:34 - mmengine - INFO - Epoch(train) [19][3900/5005] lr: 9.4078e-02 eta: 1 day, 2:57:12 time: 0.2450 data_time: 0.0011 memory: 2855 loss: 2.0715 2022/12/06 16:23:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:23:59 - mmengine - INFO - Epoch(train) [19][4000/5005] lr: 9.4066e-02 eta: 1 day, 2:57:23 time: 0.2461 data_time: 0.0014 memory: 2855 loss: 2.1115 2022/12/06 16:24:24 - mmengine - INFO - Epoch(train) [19][4100/5005] lr: 9.4053e-02 eta: 1 day, 2:57:34 time: 0.2456 data_time: 0.0014 memory: 2855 loss: 2.0942 2022/12/06 16:24:49 - mmengine - INFO - Epoch(train) [19][4200/5005] lr: 9.4041e-02 eta: 1 day, 2:57:45 time: 0.2500 data_time: 0.0013 memory: 2855 loss: 2.1488 2022/12/06 16:25:13 - mmengine - INFO - Epoch(train) [19][4300/5005] lr: 9.4029e-02 eta: 1 day, 2:57:57 time: 0.2492 data_time: 0.0014 memory: 2855 loss: 2.2741 2022/12/06 16:25:38 - mmengine - INFO - Epoch(train) [19][4400/5005] lr: 9.4016e-02 eta: 1 day, 2:58:07 time: 0.2473 data_time: 0.0014 memory: 2855 loss: 2.0414 2022/12/06 16:26:03 - mmengine - INFO - Epoch(train) [19][4500/5005] lr: 9.4004e-02 eta: 1 day, 2:58:18 time: 0.2467 data_time: 0.0019 memory: 2855 loss: 2.0747 2022/12/06 16:26:28 - mmengine - INFO - Epoch(train) [19][4600/5005] lr: 9.3991e-02 eta: 1 day, 2:58:28 time: 0.2505 data_time: 0.0013 memory: 2855 loss: 2.0575 2022/12/06 16:26:53 - mmengine - INFO - Epoch(train) [19][4700/5005] lr: 9.3979e-02 eta: 1 day, 2:58:39 time: 0.2480 data_time: 0.0015 memory: 2855 loss: 2.2350 2022/12/06 16:27:17 - mmengine - INFO - Epoch(train) [19][4800/5005] lr: 9.3967e-02 eta: 1 day, 2:58:49 time: 0.2403 data_time: 0.0013 memory: 2855 loss: 2.0286 2022/12/06 16:27:42 - mmengine - INFO - Epoch(train) [19][4900/5005] lr: 9.3954e-02 eta: 1 day, 2:58:59 time: 0.2501 data_time: 0.0015 memory: 2855 loss: 2.2418 2022/12/06 16:27:45 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:28:07 - mmengine - INFO - Epoch(train) [19][5000/5005] lr: 9.3942e-02 eta: 1 day, 2:59:10 time: 0.2540 data_time: 0.0025 memory: 2855 loss: 2.1684 2022/12/06 16:28:08 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:28:08 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/12/06 16:28:14 - mmengine - INFO - Epoch(val) [19][100/196] eta: 0:00:04 time: 0.0361 data_time: 0.0003 memory: 2855 2022/12/06 16:28:27 - mmengine - INFO - Epoch(val) [19][196/196] accuracy/top1: 58.3280 accuracy/top5: 81.8780 2022/12/06 16:28:49 - mmengine - INFO - Epoch(train) [20][ 100/5005] lr: 9.3928e-02 eta: 1 day, 2:59:04 time: 0.2832 data_time: 0.0036 memory: 2855 loss: 1.9380 2022/12/06 16:29:14 - mmengine - INFO - Epoch(train) [20][ 200/5005] lr: 9.3916e-02 eta: 1 day, 2:59:16 time: 0.2508 data_time: 0.0013 memory: 2855 loss: 1.8879 2022/12/06 16:29:39 - mmengine - INFO - Epoch(train) [20][ 300/5005] lr: 9.3903e-02 eta: 1 day, 2:59:26 time: 0.2490 data_time: 0.0013 memory: 2855 loss: 2.0584 2022/12/06 16:30:04 - mmengine - INFO - Epoch(train) [20][ 400/5005] lr: 9.3891e-02 eta: 1 day, 2:59:37 time: 0.2515 data_time: 0.0014 memory: 2855 loss: 2.1565 2022/12/06 16:30:28 - mmengine - INFO - Epoch(train) [20][ 500/5005] lr: 9.3878e-02 eta: 1 day, 2:59:47 time: 0.2472 data_time: 0.0014 memory: 2855 loss: 1.9982 2022/12/06 16:30:53 - mmengine - INFO - Epoch(train) [20][ 600/5005] lr: 9.3866e-02 eta: 1 day, 2:59:57 time: 0.2459 data_time: 0.0013 memory: 2855 loss: 2.0321 2022/12/06 16:31:18 - mmengine - INFO - Epoch(train) [20][ 700/5005] lr: 9.3853e-02 eta: 1 day, 3:00:06 time: 0.2472 data_time: 0.0012 memory: 2855 loss: 2.2961 2022/12/06 16:31:43 - mmengine - INFO - Epoch(train) [20][ 800/5005] lr: 9.3841e-02 eta: 1 day, 3:00:16 time: 0.2522 data_time: 0.0017 memory: 2855 loss: 2.1849 2022/12/06 16:32:08 - mmengine - INFO - Epoch(train) [20][ 900/5005] lr: 9.3828e-02 eta: 1 day, 3:00:26 time: 0.2401 data_time: 0.0016 memory: 2855 loss: 1.8718 2022/12/06 16:32:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:32:33 - mmengine - INFO - Epoch(train) [20][1000/5005] lr: 9.3816e-02 eta: 1 day, 3:00:36 time: 0.2397 data_time: 0.0013 memory: 2855 loss: 2.1617 2022/12/06 16:32:57 - mmengine - INFO - Epoch(train) [20][1100/5005] lr: 9.3803e-02 eta: 1 day, 3:00:45 time: 0.2476 data_time: 0.0014 memory: 2855 loss: 2.2616 2022/12/06 16:33:22 - mmengine - INFO - Epoch(train) [20][1200/5005] lr: 9.3790e-02 eta: 1 day, 3:00:55 time: 0.2495 data_time: 0.0016 memory: 2855 loss: 2.0340 2022/12/06 16:33:47 - mmengine - INFO - Epoch(train) [20][1300/5005] lr: 9.3778e-02 eta: 1 day, 3:01:04 time: 0.2392 data_time: 0.0016 memory: 2855 loss: 2.0550 2022/12/06 16:34:12 - mmengine - INFO - Epoch(train) [20][1400/5005] lr: 9.3765e-02 eta: 1 day, 3:01:14 time: 0.2525 data_time: 0.0011 memory: 2855 loss: 2.2309 2022/12/06 16:34:37 - mmengine - INFO - Epoch(train) [20][1500/5005] lr: 9.3752e-02 eta: 1 day, 3:01:25 time: 0.2504 data_time: 0.0010 memory: 2855 loss: 2.1039 2022/12/06 16:34:58 - mmengine - INFO - Epoch(train) [20][1600/5005] lr: 9.3740e-02 eta: 1 day, 3:01:16 time: 0.2476 data_time: 0.0016 memory: 2855 loss: 2.1673 2022/12/06 16:35:23 - mmengine - INFO - Epoch(train) [20][1700/5005] lr: 9.3727e-02 eta: 1 day, 3:01:25 time: 0.2482 data_time: 0.0013 memory: 2855 loss: 1.8687 2022/12/06 16:35:48 - mmengine - INFO - Epoch(train) [20][1800/5005] lr: 9.3714e-02 eta: 1 day, 3:01:34 time: 0.2498 data_time: 0.0014 memory: 2855 loss: 2.1965 2022/12/06 16:36:13 - mmengine - INFO - Epoch(train) [20][1900/5005] lr: 9.3702e-02 eta: 1 day, 3:01:43 time: 0.2388 data_time: 0.0014 memory: 2855 loss: 2.0736 2022/12/06 16:36:14 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:36:37 - mmengine - INFO - Epoch(train) [20][2000/5005] lr: 9.3689e-02 eta: 1 day, 3:01:51 time: 0.2438 data_time: 0.0016 memory: 2855 loss: 2.2588 2022/12/06 16:37:02 - mmengine - INFO - Epoch(train) [20][2100/5005] lr: 9.3676e-02 eta: 1 day, 3:01:59 time: 0.2485 data_time: 0.0013 memory: 2855 loss: 2.0225 2022/12/06 16:37:27 - mmengine - INFO - Epoch(train) [20][2200/5005] lr: 9.3664e-02 eta: 1 day, 3:02:07 time: 0.2434 data_time: 0.0015 memory: 2855 loss: 2.2160 2022/12/06 16:37:52 - mmengine - INFO - Epoch(train) [20][2300/5005] lr: 9.3651e-02 eta: 1 day, 3:02:17 time: 0.2506 data_time: 0.0016 memory: 2855 loss: 2.1722 2022/12/06 16:38:17 - mmengine - INFO - Epoch(train) [20][2400/5005] lr: 9.3638e-02 eta: 1 day, 3:02:26 time: 0.2467 data_time: 0.0015 memory: 2855 loss: 1.9539 2022/12/06 16:38:41 - mmengine - INFO - Epoch(train) [20][2500/5005] lr: 9.3625e-02 eta: 1 day, 3:02:35 time: 0.2495 data_time: 0.0015 memory: 2855 loss: 2.2159 2022/12/06 16:39:06 - mmengine - INFO - Epoch(train) [20][2600/5005] lr: 9.3612e-02 eta: 1 day, 3:02:44 time: 0.2450 data_time: 0.0014 memory: 2855 loss: 2.1808 2022/12/06 16:39:31 - mmengine - INFO - Epoch(train) [20][2700/5005] lr: 9.3600e-02 eta: 1 day, 3:02:52 time: 0.2504 data_time: 0.0014 memory: 2855 loss: 1.9394 2022/12/06 16:39:56 - mmengine - INFO - Epoch(train) [20][2800/5005] lr: 9.3587e-02 eta: 1 day, 3:03:00 time: 0.2378 data_time: 0.0016 memory: 2855 loss: 1.9505 2022/12/06 16:40:21 - mmengine - INFO - Epoch(train) [20][2900/5005] lr: 9.3574e-02 eta: 1 day, 3:03:09 time: 0.2529 data_time: 0.0011 memory: 2855 loss: 2.0924 2022/12/06 16:40:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:40:42 - mmengine - INFO - Epoch(train) [20][3000/5005] lr: 9.3561e-02 eta: 1 day, 3:03:02 time: 0.1738 data_time: 0.0067 memory: 2855 loss: 2.0664 2022/12/06 16:41:08 - mmengine - INFO - Epoch(train) [20][3100/5005] lr: 9.3548e-02 eta: 1 day, 3:03:14 time: 0.2381 data_time: 0.0013 memory: 2855 loss: 2.0235 2022/12/06 16:41:33 - mmengine - INFO - Epoch(train) [20][3200/5005] lr: 9.3536e-02 eta: 1 day, 3:03:23 time: 0.2486 data_time: 0.0014 memory: 2855 loss: 2.1708 2022/12/06 16:41:58 - mmengine - INFO - Epoch(train) [20][3300/5005] lr: 9.3523e-02 eta: 1 day, 3:03:31 time: 0.2399 data_time: 0.0014 memory: 2855 loss: 2.3891 2022/12/06 16:42:23 - mmengine - INFO - Epoch(train) [20][3400/5005] lr: 9.3510e-02 eta: 1 day, 3:03:39 time: 0.2512 data_time: 0.0015 memory: 2855 loss: 2.0235 2022/12/06 16:42:48 - mmengine - INFO - Epoch(train) [20][3500/5005] lr: 9.3497e-02 eta: 1 day, 3:03:47 time: 0.2497 data_time: 0.0014 memory: 2855 loss: 2.0013 2022/12/06 16:43:12 - mmengine - INFO - Epoch(train) [20][3600/5005] lr: 9.3484e-02 eta: 1 day, 3:03:55 time: 0.2481 data_time: 0.0016 memory: 2855 loss: 2.2634 2022/12/06 16:43:37 - mmengine - INFO - Epoch(train) [20][3700/5005] lr: 9.3471e-02 eta: 1 day, 3:04:03 time: 0.2480 data_time: 0.0015 memory: 2855 loss: 2.1824 2022/12/06 16:44:02 - mmengine - INFO - Epoch(train) [20][3800/5005] lr: 9.3458e-02 eta: 1 day, 3:04:10 time: 0.2479 data_time: 0.0015 memory: 2855 loss: 2.0930 2022/12/06 16:44:27 - mmengine - INFO - Epoch(train) [20][3900/5005] lr: 9.3445e-02 eta: 1 day, 3:04:17 time: 0.2485 data_time: 0.0014 memory: 2855 loss: 1.9568 2022/12/06 16:44:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:44:51 - mmengine - INFO - Epoch(train) [20][4000/5005] lr: 9.3432e-02 eta: 1 day, 3:04:25 time: 0.2483 data_time: 0.0015 memory: 2855 loss: 1.8090 2022/12/06 16:45:16 - mmengine - INFO - Epoch(train) [20][4100/5005] lr: 9.3419e-02 eta: 1 day, 3:04:32 time: 0.2492 data_time: 0.0013 memory: 2855 loss: 2.2579 2022/12/06 16:45:41 - mmengine - INFO - Epoch(train) [20][4200/5005] lr: 9.3406e-02 eta: 1 day, 3:04:40 time: 0.2483 data_time: 0.0015 memory: 2855 loss: 2.0832 2022/12/06 16:46:06 - mmengine - INFO - Epoch(train) [20][4300/5005] lr: 9.3393e-02 eta: 1 day, 3:04:47 time: 0.2448 data_time: 0.0011 memory: 2855 loss: 2.3146 2022/12/06 16:46:31 - mmengine - INFO - Epoch(train) [20][4400/5005] lr: 9.3380e-02 eta: 1 day, 3:04:56 time: 0.2477 data_time: 0.0011 memory: 2855 loss: 2.0262 2022/12/06 16:46:52 - mmengine - INFO - Epoch(train) [20][4500/5005] lr: 9.3367e-02 eta: 1 day, 3:04:45 time: 0.2603 data_time: 0.0054 memory: 2855 loss: 2.0957 2022/12/06 16:47:17 - mmengine - INFO - Epoch(train) [20][4600/5005] lr: 9.3354e-02 eta: 1 day, 3:04:53 time: 0.2454 data_time: 0.0012 memory: 2855 loss: 2.0508 2022/12/06 16:47:42 - mmengine - INFO - Epoch(train) [20][4700/5005] lr: 9.3341e-02 eta: 1 day, 3:05:00 time: 0.2449 data_time: 0.0013 memory: 2855 loss: 1.9629 2022/12/06 16:48:07 - mmengine - INFO - Epoch(train) [20][4800/5005] lr: 9.3328e-02 eta: 1 day, 3:05:08 time: 0.2426 data_time: 0.0015 memory: 2855 loss: 2.2338 2022/12/06 16:48:32 - mmengine - INFO - Epoch(train) [20][4900/5005] lr: 9.3315e-02 eta: 1 day, 3:05:15 time: 0.2509 data_time: 0.0015 memory: 2855 loss: 2.1363 2022/12/06 16:48:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:48:56 - mmengine - INFO - Epoch(train) [20][5000/5005] lr: 9.3302e-02 eta: 1 day, 3:05:22 time: 0.2497 data_time: 0.0031 memory: 2855 loss: 2.2375 2022/12/06 16:48:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:48:58 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/12/06 16:49:07 - mmengine - INFO - Epoch(val) [20][100/196] eta: 0:00:07 time: 0.0742 data_time: 0.0387 memory: 2855 2022/12/06 16:49:23 - mmengine - INFO - Epoch(val) [20][196/196] accuracy/top1: 57.9160 accuracy/top5: 82.1120 2022/12/06 16:49:49 - mmengine - INFO - Epoch(train) [21][ 100/5005] lr: 9.3288e-02 eta: 1 day, 3:05:32 time: 0.2534 data_time: 0.0013 memory: 2855 loss: 1.9553 2022/12/06 16:50:13 - mmengine - INFO - Epoch(train) [21][ 200/5005] lr: 9.3275e-02 eta: 1 day, 3:05:38 time: 0.2391 data_time: 0.0013 memory: 2855 loss: 1.8931 2022/12/06 16:50:38 - mmengine - INFO - Epoch(train) [21][ 300/5005] lr: 9.3262e-02 eta: 1 day, 3:05:45 time: 0.2564 data_time: 0.0014 memory: 2855 loss: 1.9362 2022/12/06 16:51:03 - mmengine - INFO - Epoch(train) [21][ 400/5005] lr: 9.3249e-02 eta: 1 day, 3:05:52 time: 0.2518 data_time: 0.0015 memory: 2855 loss: 2.1198 2022/12/06 16:51:28 - mmengine - INFO - Epoch(train) [21][ 500/5005] lr: 9.3236e-02 eta: 1 day, 3:05:58 time: 0.2482 data_time: 0.0014 memory: 2855 loss: 1.9214 2022/12/06 16:51:52 - mmengine - INFO - Epoch(train) [21][ 600/5005] lr: 9.3223e-02 eta: 1 day, 3:06:04 time: 0.2411 data_time: 0.0014 memory: 2855 loss: 1.9957 2022/12/06 16:52:17 - mmengine - INFO - Epoch(train) [21][ 700/5005] lr: 9.3210e-02 eta: 1 day, 3:06:11 time: 0.2510 data_time: 0.0011 memory: 2855 loss: 2.1751 2022/12/06 16:52:39 - mmengine - INFO - Epoch(train) [21][ 800/5005] lr: 9.3196e-02 eta: 1 day, 3:06:00 time: 0.2539 data_time: 0.0054 memory: 2855 loss: 1.9817 2022/12/06 16:53:04 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:53:04 - mmengine - INFO - Epoch(train) [21][ 900/5005] lr: 9.3183e-02 eta: 1 day, 3:06:09 time: 0.2492 data_time: 0.0012 memory: 2855 loss: 2.1315 2022/12/06 16:53:29 - mmengine - INFO - Epoch(train) [21][1000/5005] lr: 9.3170e-02 eta: 1 day, 3:06:15 time: 0.2446 data_time: 0.0013 memory: 2855 loss: 2.0723 2022/12/06 16:53:53 - mmengine - INFO - Epoch(train) [21][1100/5005] lr: 9.3157e-02 eta: 1 day, 3:06:21 time: 0.2454 data_time: 0.0016 memory: 2855 loss: 1.7954 2022/12/06 16:54:18 - mmengine - INFO - Epoch(train) [21][1200/5005] lr: 9.3144e-02 eta: 1 day, 3:06:27 time: 0.2475 data_time: 0.0015 memory: 2855 loss: 2.0849 2022/12/06 16:54:43 - mmengine - INFO - Epoch(train) [21][1300/5005] lr: 9.3130e-02 eta: 1 day, 3:06:34 time: 0.2453 data_time: 0.0013 memory: 2855 loss: 2.0133 2022/12/06 16:55:08 - mmengine - INFO - Epoch(train) [21][1400/5005] lr: 9.3117e-02 eta: 1 day, 3:06:39 time: 0.2598 data_time: 0.0014 memory: 2855 loss: 2.1332 2022/12/06 16:55:33 - mmengine - INFO - Epoch(train) [21][1500/5005] lr: 9.3104e-02 eta: 1 day, 3:06:46 time: 0.2494 data_time: 0.0017 memory: 2855 loss: 2.3123 2022/12/06 16:55:57 - mmengine - INFO - Epoch(train) [21][1600/5005] lr: 9.3091e-02 eta: 1 day, 3:06:51 time: 0.2472 data_time: 0.0014 memory: 2855 loss: 2.1562 2022/12/06 16:56:22 - mmengine - INFO - Epoch(train) [21][1700/5005] lr: 9.3077e-02 eta: 1 day, 3:06:57 time: 0.2470 data_time: 0.0015 memory: 2855 loss: 1.9797 2022/12/06 16:56:47 - mmengine - INFO - Epoch(train) [21][1800/5005] lr: 9.3064e-02 eta: 1 day, 3:07:03 time: 0.2525 data_time: 0.0014 memory: 2855 loss: 2.1112 2022/12/06 16:57:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 16:57:12 - mmengine - INFO - Epoch(train) [21][1900/5005] lr: 9.3051e-02 eta: 1 day, 3:07:09 time: 0.2493 data_time: 0.0013 memory: 2855 loss: 1.9721 2022/12/06 16:57:36 - mmengine - INFO - Epoch(train) [21][2000/5005] lr: 9.3038e-02 eta: 1 day, 3:07:14 time: 0.2431 data_time: 0.0016 memory: 2855 loss: 1.9679 2022/12/06 16:58:01 - mmengine - INFO - Epoch(train) [21][2100/5005] lr: 9.3024e-02 eta: 1 day, 3:07:20 time: 0.2531 data_time: 0.0011 memory: 2855 loss: 2.2535 2022/12/06 16:58:26 - mmengine - INFO - Epoch(train) [21][2200/5005] lr: 9.3011e-02 eta: 1 day, 3:07:27 time: 0.2430 data_time: 0.0011 memory: 2855 loss: 2.0353 2022/12/06 16:58:48 - mmengine - INFO - Epoch(train) [21][2300/5005] lr: 9.2998e-02 eta: 1 day, 3:07:16 time: 0.2484 data_time: 0.0019 memory: 2855 loss: 2.1365 2022/12/06 16:59:13 - mmengine - INFO - Epoch(train) [21][2400/5005] lr: 9.2984e-02 eta: 1 day, 3:07:22 time: 0.2453 data_time: 0.0012 memory: 2855 loss: 2.1741 2022/12/06 16:59:37 - mmengine - INFO - Epoch(train) [21][2500/5005] lr: 9.2971e-02 eta: 1 day, 3:07:27 time: 0.2488 data_time: 0.0016 memory: 2855 loss: 1.8650 2022/12/06 17:00:02 - mmengine - INFO - Epoch(train) [21][2600/5005] lr: 9.2957e-02 eta: 1 day, 3:07:32 time: 0.2405 data_time: 0.0012 memory: 2855 loss: 2.1123 2022/12/06 17:00:27 - mmengine - INFO - Epoch(train) [21][2700/5005] lr: 9.2944e-02 eta: 1 day, 3:07:37 time: 0.2477 data_time: 0.0017 memory: 2855 loss: 1.8946 2022/12/06 17:00:52 - mmengine - INFO - Epoch(train) [21][2800/5005] lr: 9.2931e-02 eta: 1 day, 3:07:43 time: 0.2494 data_time: 0.0015 memory: 2855 loss: 2.2068 2022/12/06 17:01:17 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:01:17 - mmengine - INFO - Epoch(train) [21][2900/5005] lr: 9.2917e-02 eta: 1 day, 3:07:48 time: 0.2463 data_time: 0.0013 memory: 2855 loss: 2.1170 2022/12/06 17:01:42 - mmengine - INFO - Epoch(train) [21][3000/5005] lr: 9.2904e-02 eta: 1 day, 3:07:54 time: 0.2534 data_time: 0.0014 memory: 2855 loss: 2.2321 2022/12/06 17:02:06 - mmengine - INFO - Epoch(train) [21][3100/5005] lr: 9.2890e-02 eta: 1 day, 3:07:59 time: 0.2412 data_time: 0.0014 memory: 2855 loss: 2.0422 2022/12/06 17:02:31 - mmengine - INFO - Epoch(train) [21][3200/5005] lr: 9.2877e-02 eta: 1 day, 3:08:04 time: 0.2492 data_time: 0.0018 memory: 2855 loss: 2.1459 2022/12/06 17:02:56 - mmengine - INFO - Epoch(train) [21][3300/5005] lr: 9.2863e-02 eta: 1 day, 3:08:09 time: 0.2403 data_time: 0.0015 memory: 2855 loss: 2.1228 2022/12/06 17:03:21 - mmengine - INFO - Epoch(train) [21][3400/5005] lr: 9.2850e-02 eta: 1 day, 3:08:14 time: 0.2499 data_time: 0.0015 memory: 2855 loss: 2.1397 2022/12/06 17:03:46 - mmengine - INFO - Epoch(train) [21][3500/5005] lr: 9.2836e-02 eta: 1 day, 3:08:20 time: 0.2532 data_time: 0.0016 memory: 2855 loss: 1.9953 2022/12/06 17:04:11 - mmengine - INFO - Epoch(train) [21][3600/5005] lr: 9.2823e-02 eta: 1 day, 3:08:25 time: 0.2507 data_time: 0.0011 memory: 2855 loss: 2.1732 2022/12/06 17:04:32 - mmengine - INFO - Epoch(train) [21][3700/5005] lr: 9.2809e-02 eta: 1 day, 3:08:16 time: 0.1733 data_time: 0.0034 memory: 2855 loss: 2.1015 2022/12/06 17:04:57 - mmengine - INFO - Epoch(train) [21][3800/5005] lr: 9.2796e-02 eta: 1 day, 3:08:21 time: 0.2527 data_time: 0.0013 memory: 2855 loss: 2.0279 2022/12/06 17:05:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:05:22 - mmengine - INFO - Epoch(train) [21][3900/5005] lr: 9.2782e-02 eta: 1 day, 3:08:25 time: 0.2463 data_time: 0.0015 memory: 2855 loss: 1.7772 2022/12/06 17:05:47 - mmengine - INFO - Epoch(train) [21][4000/5005] lr: 9.2769e-02 eta: 1 day, 3:08:30 time: 0.2504 data_time: 0.0014 memory: 2855 loss: 2.4460 2022/12/06 17:06:12 - mmengine - INFO - Epoch(train) [21][4100/5005] lr: 9.2755e-02 eta: 1 day, 3:08:34 time: 0.2430 data_time: 0.0016 memory: 2855 loss: 1.9691 2022/12/06 17:06:37 - mmengine - INFO - Epoch(train) [21][4200/5005] lr: 9.2742e-02 eta: 1 day, 3:08:39 time: 0.2512 data_time: 0.0017 memory: 2855 loss: 2.0229 2022/12/06 17:07:01 - mmengine - INFO - Epoch(train) [21][4300/5005] lr: 9.2728e-02 eta: 1 day, 3:08:42 time: 0.2589 data_time: 0.0016 memory: 2855 loss: 2.0671 2022/12/06 17:07:26 - mmengine - INFO - Epoch(train) [21][4400/5005] lr: 9.2715e-02 eta: 1 day, 3:08:46 time: 0.2458 data_time: 0.0014 memory: 2855 loss: 1.8787 2022/12/06 17:07:51 - mmengine - INFO - Epoch(train) [21][4500/5005] lr: 9.2701e-02 eta: 1 day, 3:08:51 time: 0.2491 data_time: 0.0017 memory: 2855 loss: 2.0195 2022/12/06 17:08:16 - mmengine - INFO - Epoch(train) [21][4600/5005] lr: 9.2687e-02 eta: 1 day, 3:08:55 time: 0.2509 data_time: 0.0015 memory: 2855 loss: 2.0467 2022/12/06 17:08:40 - mmengine - INFO - Epoch(train) [21][4700/5005] lr: 9.2674e-02 eta: 1 day, 3:08:59 time: 0.2464 data_time: 0.0014 memory: 2855 loss: 2.2772 2022/12/06 17:09:05 - mmengine - INFO - Epoch(train) [21][4800/5005] lr: 9.2660e-02 eta: 1 day, 3:09:04 time: 0.2512 data_time: 0.0017 memory: 2855 loss: 2.3184 2022/12/06 17:09:30 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:09:30 - mmengine - INFO - Epoch(train) [21][4900/5005] lr: 9.2646e-02 eta: 1 day, 3:09:08 time: 0.2500 data_time: 0.0015 memory: 2855 loss: 2.2163 2022/12/06 17:09:55 - mmengine - INFO - Epoch(train) [21][5000/5005] lr: 9.2633e-02 eta: 1 day, 3:09:11 time: 0.2449 data_time: 0.0021 memory: 2855 loss: 1.9778 2022/12/06 17:09:56 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:09:56 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/12/06 17:10:02 - mmengine - INFO - Epoch(val) [21][100/196] eta: 0:00:04 time: 0.0442 data_time: 0.0004 memory: 2855 2022/12/06 17:10:15 - mmengine - INFO - Epoch(val) [21][196/196] accuracy/top1: 58.8280 accuracy/top5: 82.6380 2022/12/06 17:10:36 - mmengine - INFO - Epoch(train) [22][ 100/5005] lr: 9.2618e-02 eta: 1 day, 3:08:57 time: 0.2668 data_time: 0.0033 memory: 2855 loss: 2.1291 2022/12/06 17:11:01 - mmengine - INFO - Epoch(train) [22][ 200/5005] lr: 9.2605e-02 eta: 1 day, 3:09:02 time: 0.2426 data_time: 0.0013 memory: 2855 loss: 2.0787 2022/12/06 17:11:26 - mmengine - INFO - Epoch(train) [22][ 300/5005] lr: 9.2591e-02 eta: 1 day, 3:09:06 time: 0.2474 data_time: 0.0013 memory: 2855 loss: 1.9517 2022/12/06 17:11:50 - mmengine - INFO - Epoch(train) [22][ 400/5005] lr: 9.2577e-02 eta: 1 day, 3:09:09 time: 0.2477 data_time: 0.0013 memory: 2855 loss: 2.3394 2022/12/06 17:12:15 - mmengine - INFO - Epoch(train) [22][ 500/5005] lr: 9.2564e-02 eta: 1 day, 3:09:13 time: 0.2506 data_time: 0.0017 memory: 2855 loss: 1.8616 2022/12/06 17:12:40 - mmengine - INFO - Epoch(train) [22][ 600/5005] lr: 9.2550e-02 eta: 1 day, 3:09:16 time: 0.2383 data_time: 0.0017 memory: 2855 loss: 2.0478 2022/12/06 17:13:05 - mmengine - INFO - Epoch(train) [22][ 700/5005] lr: 9.2536e-02 eta: 1 day, 3:09:19 time: 0.2414 data_time: 0.0012 memory: 2855 loss: 2.1196 2022/12/06 17:13:29 - mmengine - INFO - Epoch(train) [22][ 800/5005] lr: 9.2522e-02 eta: 1 day, 3:09:23 time: 0.2503 data_time: 0.0015 memory: 2855 loss: 1.8979 2022/12/06 17:13:53 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:13:54 - mmengine - INFO - Epoch(train) [22][ 900/5005] lr: 9.2509e-02 eta: 1 day, 3:09:26 time: 0.2372 data_time: 0.0015 memory: 2855 loss: 2.1625 2022/12/06 17:14:19 - mmengine - INFO - Epoch(train) [22][1000/5005] lr: 9.2495e-02 eta: 1 day, 3:09:30 time: 0.2565 data_time: 0.0016 memory: 2855 loss: 2.0071 2022/12/06 17:14:44 - mmengine - INFO - Epoch(train) [22][1100/5005] lr: 9.2481e-02 eta: 1 day, 3:09:33 time: 0.2393 data_time: 0.0015 memory: 2855 loss: 2.1481 2022/12/06 17:15:08 - mmengine - INFO - Epoch(train) [22][1200/5005] lr: 9.2467e-02 eta: 1 day, 3:09:36 time: 0.2511 data_time: 0.0014 memory: 2855 loss: 2.0385 2022/12/06 17:15:33 - mmengine - INFO - Epoch(train) [22][1300/5005] lr: 9.2454e-02 eta: 1 day, 3:09:40 time: 0.2510 data_time: 0.0014 memory: 2855 loss: 2.2308 2022/12/06 17:15:58 - mmengine - INFO - Epoch(train) [22][1400/5005] lr: 9.2440e-02 eta: 1 day, 3:09:43 time: 0.2519 data_time: 0.0011 memory: 2855 loss: 1.9576 2022/12/06 17:16:22 - mmengine - INFO - Epoch(train) [22][1500/5005] lr: 9.2426e-02 eta: 1 day, 3:09:40 time: 0.1698 data_time: 0.0079 memory: 2855 loss: 2.2133 2022/12/06 17:16:44 - mmengine - INFO - Epoch(train) [22][1600/5005] lr: 9.2412e-02 eta: 1 day, 3:09:35 time: 0.2465 data_time: 0.0014 memory: 2855 loss: 2.0726 2022/12/06 17:17:09 - mmengine - INFO - Epoch(train) [22][1700/5005] lr: 9.2398e-02 eta: 1 day, 3:09:38 time: 0.2494 data_time: 0.0012 memory: 2855 loss: 1.8133 2022/12/06 17:17:34 - mmengine - INFO - Epoch(train) [22][1800/5005] lr: 9.2384e-02 eta: 1 day, 3:09:41 time: 0.2463 data_time: 0.0015 memory: 2855 loss: 2.1476 2022/12/06 17:17:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:17:59 - mmengine - INFO - Epoch(train) [22][1900/5005] lr: 9.2370e-02 eta: 1 day, 3:09:44 time: 0.2457 data_time: 0.0014 memory: 2855 loss: 2.0432 2022/12/06 17:18:24 - mmengine - INFO - Epoch(train) [22][2000/5005] lr: 9.2357e-02 eta: 1 day, 3:09:47 time: 0.2489 data_time: 0.0015 memory: 2855 loss: 2.1737 2022/12/06 17:18:48 - mmengine - INFO - Epoch(train) [22][2100/5005] lr: 9.2343e-02 eta: 1 day, 3:09:50 time: 0.2531 data_time: 0.0015 memory: 2855 loss: 2.1738 2022/12/06 17:19:13 - mmengine - INFO - Epoch(train) [22][2200/5005] lr: 9.2329e-02 eta: 1 day, 3:09:53 time: 0.2492 data_time: 0.0016 memory: 2855 loss: 1.9113 2022/12/06 17:19:38 - mmengine - INFO - Epoch(train) [22][2300/5005] lr: 9.2315e-02 eta: 1 day, 3:09:56 time: 0.2479 data_time: 0.0017 memory: 2855 loss: 1.9889 2022/12/06 17:20:03 - mmengine - INFO - Epoch(train) [22][2400/5005] lr: 9.2301e-02 eta: 1 day, 3:09:58 time: 0.2433 data_time: 0.0017 memory: 2855 loss: 2.0923 2022/12/06 17:20:28 - mmengine - INFO - Epoch(train) [22][2500/5005] lr: 9.2287e-02 eta: 1 day, 3:10:01 time: 0.2489 data_time: 0.0014 memory: 2855 loss: 2.3291 2022/12/06 17:20:53 - mmengine - INFO - Epoch(train) [22][2600/5005] lr: 9.2273e-02 eta: 1 day, 3:10:04 time: 0.2510 data_time: 0.0016 memory: 2855 loss: 1.8528 2022/12/06 17:21:17 - mmengine - INFO - Epoch(train) [22][2700/5005] lr: 9.2259e-02 eta: 1 day, 3:10:07 time: 0.2445 data_time: 0.0015 memory: 2855 loss: 1.9913 2022/12/06 17:21:42 - mmengine - INFO - Epoch(train) [22][2800/5005] lr: 9.2245e-02 eta: 1 day, 3:10:10 time: 0.2490 data_time: 0.0014 memory: 2855 loss: 2.0140 2022/12/06 17:22:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:22:07 - mmengine - INFO - Epoch(train) [22][2900/5005] lr: 9.2231e-02 eta: 1 day, 3:10:13 time: 0.2496 data_time: 0.0011 memory: 2855 loss: 1.9876 2022/12/06 17:22:28 - mmengine - INFO - Epoch(train) [22][3000/5005] lr: 9.2217e-02 eta: 1 day, 3:09:58 time: 0.2445 data_time: 0.0046 memory: 2855 loss: 2.0073 2022/12/06 17:22:54 - mmengine - INFO - Epoch(train) [22][3100/5005] lr: 9.2203e-02 eta: 1 day, 3:10:04 time: 0.2512 data_time: 0.0014 memory: 2855 loss: 1.9350 2022/12/06 17:23:18 - mmengine - INFO - Epoch(train) [22][3200/5005] lr: 9.2189e-02 eta: 1 day, 3:10:06 time: 0.2485 data_time: 0.0012 memory: 2855 loss: 2.2061 2022/12/06 17:23:43 - mmengine - INFO - Epoch(train) [22][3300/5005] lr: 9.2175e-02 eta: 1 day, 3:10:09 time: 0.2509 data_time: 0.0014 memory: 2855 loss: 2.1201 2022/12/06 17:24:08 - mmengine - INFO - Epoch(train) [22][3400/5005] lr: 9.2161e-02 eta: 1 day, 3:10:11 time: 0.2521 data_time: 0.0015 memory: 2855 loss: 2.0436 2022/12/06 17:24:33 - mmengine - INFO - Epoch(train) [22][3500/5005] lr: 9.2147e-02 eta: 1 day, 3:10:13 time: 0.2530 data_time: 0.0015 memory: 2855 loss: 2.0082 2022/12/06 17:24:58 - mmengine - INFO - Epoch(train) [22][3600/5005] lr: 9.2133e-02 eta: 1 day, 3:10:16 time: 0.2499 data_time: 0.0015 memory: 2855 loss: 2.2205 2022/12/06 17:25:23 - mmengine - INFO - Epoch(train) [22][3700/5005] lr: 9.2119e-02 eta: 1 day, 3:10:18 time: 0.2493 data_time: 0.0014 memory: 2855 loss: 1.9265 2022/12/06 17:25:47 - mmengine - INFO - Epoch(train) [22][3800/5005] lr: 9.2104e-02 eta: 1 day, 3:10:20 time: 0.2447 data_time: 0.0014 memory: 2855 loss: 2.2696 2022/12/06 17:26:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:26:12 - mmengine - INFO - Epoch(train) [22][3900/5005] lr: 9.2090e-02 eta: 1 day, 3:10:22 time: 0.2480 data_time: 0.0013 memory: 2855 loss: 2.1051 2022/12/06 17:26:37 - mmengine - INFO - Epoch(train) [22][4000/5005] lr: 9.2076e-02 eta: 1 day, 3:10:24 time: 0.2390 data_time: 0.0015 memory: 2855 loss: 2.1247 2022/12/06 17:27:02 - mmengine - INFO - Epoch(train) [22][4100/5005] lr: 9.2062e-02 eta: 1 day, 3:10:25 time: 0.2495 data_time: 0.0015 memory: 2855 loss: 2.1345 2022/12/06 17:27:26 - mmengine - INFO - Epoch(train) [22][4200/5005] lr: 9.2048e-02 eta: 1 day, 3:10:27 time: 0.2512 data_time: 0.0015 memory: 2855 loss: 1.9137 2022/12/06 17:27:51 - mmengine - INFO - Epoch(train) [22][4300/5005] lr: 9.2034e-02 eta: 1 day, 3:10:30 time: 0.2513 data_time: 0.0011 memory: 2855 loss: 2.0575 2022/12/06 17:28:16 - mmengine - INFO - Epoch(train) [22][4400/5005] lr: 9.2020e-02 eta: 1 day, 3:10:32 time: 0.2478 data_time: 0.0012 memory: 2855 loss: 2.1221 2022/12/06 17:28:37 - mmengine - INFO - Epoch(train) [22][4500/5005] lr: 9.2005e-02 eta: 1 day, 3:10:17 time: 0.2457 data_time: 0.0018 memory: 2855 loss: 2.1014 2022/12/06 17:29:02 - mmengine - INFO - Epoch(train) [22][4600/5005] lr: 9.1991e-02 eta: 1 day, 3:10:18 time: 0.2415 data_time: 0.0012 memory: 2855 loss: 2.1869 2022/12/06 17:29:27 - mmengine - INFO - Epoch(train) [22][4700/5005] lr: 9.1977e-02 eta: 1 day, 3:10:20 time: 0.2477 data_time: 0.0013 memory: 2855 loss: 1.8607 2022/12/06 17:29:52 - mmengine - INFO - Epoch(train) [22][4800/5005] lr: 9.1963e-02 eta: 1 day, 3:10:21 time: 0.2469 data_time: 0.0013 memory: 2855 loss: 2.0114 2022/12/06 17:30:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:30:16 - mmengine - INFO - Epoch(train) [22][4900/5005] lr: 9.1949e-02 eta: 1 day, 3:10:23 time: 0.2476 data_time: 0.0014 memory: 2855 loss: 2.1719 2022/12/06 17:30:41 - mmengine - INFO - Epoch(train) [22][5000/5005] lr: 9.1934e-02 eta: 1 day, 3:10:25 time: 0.2491 data_time: 0.0025 memory: 2855 loss: 2.1130 2022/12/06 17:30:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:30:43 - mmengine - INFO - Saving checkpoint at 22 epochs 2022/12/06 17:30:51 - mmengine - INFO - Epoch(val) [22][100/196] eta: 0:00:06 time: 0.0728 data_time: 0.0347 memory: 2855 2022/12/06 17:31:08 - mmengine - INFO - Epoch(val) [22][196/196] accuracy/top1: 59.4040 accuracy/top5: 82.9660 2022/12/06 17:31:33 - mmengine - INFO - Epoch(train) [23][ 100/5005] lr: 9.1919e-02 eta: 1 day, 3:10:28 time: 0.2472 data_time: 0.0013 memory: 2855 loss: 1.9847 2022/12/06 17:31:58 - mmengine - INFO - Epoch(train) [23][ 200/5005] lr: 9.1905e-02 eta: 1 day, 3:10:29 time: 0.2370 data_time: 0.0015 memory: 2855 loss: 2.1843 2022/12/06 17:32:22 - mmengine - INFO - Epoch(train) [23][ 300/5005] lr: 9.1891e-02 eta: 1 day, 3:10:31 time: 0.2477 data_time: 0.0015 memory: 2855 loss: 1.9379 2022/12/06 17:32:47 - mmengine - INFO - Epoch(train) [23][ 400/5005] lr: 9.1877e-02 eta: 1 day, 3:10:32 time: 0.2472 data_time: 0.0016 memory: 2855 loss: 2.0445 2022/12/06 17:33:12 - mmengine - INFO - Epoch(train) [23][ 500/5005] lr: 9.1862e-02 eta: 1 day, 3:10:33 time: 0.2481 data_time: 0.0018 memory: 2855 loss: 2.0725 2022/12/06 17:33:37 - mmengine - INFO - Epoch(train) [23][ 600/5005] lr: 9.1848e-02 eta: 1 day, 3:10:34 time: 0.2449 data_time: 0.0015 memory: 2855 loss: 1.9524 2022/12/06 17:34:02 - mmengine - INFO - Epoch(train) [23][ 700/5005] lr: 9.1834e-02 eta: 1 day, 3:10:37 time: 0.2428 data_time: 0.0011 memory: 2855 loss: 2.0292 2022/12/06 17:34:23 - mmengine - INFO - Epoch(train) [23][ 800/5005] lr: 9.1819e-02 eta: 1 day, 3:10:24 time: 0.2740 data_time: 0.0039 memory: 2855 loss: 2.0943 2022/12/06 17:34:46 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:34:49 - mmengine - INFO - Epoch(train) [23][ 900/5005] lr: 9.1805e-02 eta: 1 day, 3:10:27 time: 0.2485 data_time: 0.0012 memory: 2855 loss: 1.9204 2022/12/06 17:35:13 - mmengine - INFO - Epoch(train) [23][1000/5005] lr: 9.1791e-02 eta: 1 day, 3:10:28 time: 0.2487 data_time: 0.0015 memory: 2855 loss: 1.9056 2022/12/06 17:35:38 - mmengine - INFO - Epoch(train) [23][1100/5005] lr: 9.1776e-02 eta: 1 day, 3:10:29 time: 0.2580 data_time: 0.0015 memory: 2855 loss: 2.1087 2022/12/06 17:36:03 - mmengine - INFO - Epoch(train) [23][1200/5005] lr: 9.1762e-02 eta: 1 day, 3:10:30 time: 0.2424 data_time: 0.0015 memory: 2855 loss: 2.1632 2022/12/06 17:36:28 - mmengine - INFO - Epoch(train) [23][1300/5005] lr: 9.1748e-02 eta: 1 day, 3:10:31 time: 0.2523 data_time: 0.0023 memory: 2855 loss: 2.0914 2022/12/06 17:36:53 - mmengine - INFO - Epoch(train) [23][1400/5005] lr: 9.1733e-02 eta: 1 day, 3:10:32 time: 0.2464 data_time: 0.0014 memory: 2855 loss: 1.9213 2022/12/06 17:37:17 - mmengine - INFO - Epoch(train) [23][1500/5005] lr: 9.1719e-02 eta: 1 day, 3:10:32 time: 0.2415 data_time: 0.0013 memory: 2855 loss: 2.1594 2022/12/06 17:37:42 - mmengine - INFO - Epoch(train) [23][1600/5005] lr: 9.1704e-02 eta: 1 day, 3:10:33 time: 0.2523 data_time: 0.0015 memory: 2855 loss: 2.0988 2022/12/06 17:38:07 - mmengine - INFO - Epoch(train) [23][1700/5005] lr: 9.1690e-02 eta: 1 day, 3:10:34 time: 0.2378 data_time: 0.0018 memory: 2855 loss: 2.0168 2022/12/06 17:38:32 - mmengine - INFO - Epoch(train) [23][1800/5005] lr: 9.1675e-02 eta: 1 day, 3:10:35 time: 0.2524 data_time: 0.0013 memory: 2855 loss: 2.0299 2022/12/06 17:38:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:38:57 - mmengine - INFO - Epoch(train) [23][1900/5005] lr: 9.1661e-02 eta: 1 day, 3:10:36 time: 0.2494 data_time: 0.0017 memory: 2855 loss: 2.0449 2022/12/06 17:39:21 - mmengine - INFO - Epoch(train) [23][2000/5005] lr: 9.1646e-02 eta: 1 day, 3:10:36 time: 0.2426 data_time: 0.0014 memory: 2855 loss: 2.2204 2022/12/06 17:39:46 - mmengine - INFO - Epoch(train) [23][2100/5005] lr: 9.1632e-02 eta: 1 day, 3:10:37 time: 0.2448 data_time: 0.0011 memory: 2855 loss: 1.8665 2022/12/06 17:40:11 - mmengine - INFO - Epoch(train) [23][2200/5005] lr: 9.1618e-02 eta: 1 day, 3:10:37 time: 0.2266 data_time: 0.0013 memory: 2855 loss: 2.0600 2022/12/06 17:40:33 - mmengine - INFO - Epoch(train) [23][2300/5005] lr: 9.1603e-02 eta: 1 day, 3:10:27 time: 0.2480 data_time: 0.0014 memory: 2855 loss: 2.1955 2022/12/06 17:40:58 - mmengine - INFO - Epoch(train) [23][2400/5005] lr: 9.1589e-02 eta: 1 day, 3:10:27 time: 0.2421 data_time: 0.0012 memory: 2855 loss: 1.9761 2022/12/06 17:41:23 - mmengine - INFO - Epoch(train) [23][2500/5005] lr: 9.1574e-02 eta: 1 day, 3:10:27 time: 0.2491 data_time: 0.0014 memory: 2855 loss: 2.1373 2022/12/06 17:41:48 - mmengine - INFO - Epoch(train) [23][2600/5005] lr: 9.1559e-02 eta: 1 day, 3:10:27 time: 0.2461 data_time: 0.0015 memory: 2855 loss: 2.1493 2022/12/06 17:42:13 - mmengine - INFO - Epoch(train) [23][2700/5005] lr: 9.1545e-02 eta: 1 day, 3:10:28 time: 0.2500 data_time: 0.0015 memory: 2855 loss: 1.8738 2022/12/06 17:42:37 - mmengine - INFO - Epoch(train) [23][2800/5005] lr: 9.1530e-02 eta: 1 day, 3:10:28 time: 0.2492 data_time: 0.0015 memory: 2855 loss: 2.0739 2022/12/06 17:43:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:43:02 - mmengine - INFO - Epoch(train) [23][2900/5005] lr: 9.1516e-02 eta: 1 day, 3:10:28 time: 0.2489 data_time: 0.0018 memory: 2855 loss: 2.1431 2022/12/06 17:43:27 - mmengine - INFO - Epoch(train) [23][3000/5005] lr: 9.1501e-02 eta: 1 day, 3:10:28 time: 0.2491 data_time: 0.0015 memory: 2855 loss: 2.0571 2022/12/06 17:43:52 - mmengine - INFO - Epoch(train) [23][3100/5005] lr: 9.1487e-02 eta: 1 day, 3:10:29 time: 0.2452 data_time: 0.0014 memory: 2855 loss: 2.0950 2022/12/06 17:44:16 - mmengine - INFO - Epoch(train) [23][3200/5005] lr: 9.1472e-02 eta: 1 day, 3:10:28 time: 0.2481 data_time: 0.0015 memory: 2855 loss: 2.0863 2022/12/06 17:44:41 - mmengine - INFO - Epoch(train) [23][3300/5005] lr: 9.1457e-02 eta: 1 day, 3:10:28 time: 0.2491 data_time: 0.0014 memory: 2855 loss: 2.1831 2022/12/06 17:45:06 - mmengine - INFO - Epoch(train) [23][3400/5005] lr: 9.1443e-02 eta: 1 day, 3:10:28 time: 0.2489 data_time: 0.0016 memory: 2855 loss: 1.8421 2022/12/06 17:45:31 - mmengine - INFO - Epoch(train) [23][3500/5005] lr: 9.1428e-02 eta: 1 day, 3:10:27 time: 0.2490 data_time: 0.0015 memory: 2855 loss: 2.1899 2022/12/06 17:45:55 - mmengine - INFO - Epoch(train) [23][3600/5005] lr: 9.1413e-02 eta: 1 day, 3:10:28 time: 0.2517 data_time: 0.0011 memory: 2855 loss: 2.1097 2022/12/06 17:46:16 - mmengine - INFO - Epoch(train) [23][3700/5005] lr: 9.1399e-02 eta: 1 day, 3:10:11 time: 0.1663 data_time: 0.0021 memory: 2855 loss: 2.1462 2022/12/06 17:46:42 - mmengine - INFO - Epoch(train) [23][3800/5005] lr: 9.1384e-02 eta: 1 day, 3:10:13 time: 0.2426 data_time: 0.0012 memory: 2855 loss: 2.1440 2022/12/06 17:47:04 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:47:07 - mmengine - INFO - Epoch(train) [23][3900/5005] lr: 9.1369e-02 eta: 1 day, 3:10:14 time: 0.2480 data_time: 0.0015 memory: 2855 loss: 1.8349 2022/12/06 17:47:32 - mmengine - INFO - Epoch(train) [23][4000/5005] lr: 9.1355e-02 eta: 1 day, 3:10:13 time: 0.2481 data_time: 0.0013 memory: 2855 loss: 1.8783 2022/12/06 17:47:56 - mmengine - INFO - Epoch(train) [23][4100/5005] lr: 9.1340e-02 eta: 1 day, 3:10:13 time: 0.2491 data_time: 0.0014 memory: 2855 loss: 2.0715 2022/12/06 17:48:21 - mmengine - INFO - Epoch(train) [23][4200/5005] lr: 9.1325e-02 eta: 1 day, 3:10:12 time: 0.2463 data_time: 0.0017 memory: 2855 loss: 1.9422 2022/12/06 17:48:46 - mmengine - INFO - Epoch(train) [23][4300/5005] lr: 9.1311e-02 eta: 1 day, 3:10:11 time: 0.2474 data_time: 0.0014 memory: 2855 loss: 1.8882 2022/12/06 17:49:11 - mmengine - INFO - Epoch(train) [23][4400/5005] lr: 9.1296e-02 eta: 1 day, 3:10:11 time: 0.2511 data_time: 0.0017 memory: 2855 loss: 2.1212 2022/12/06 17:49:35 - mmengine - INFO - Epoch(train) [23][4500/5005] lr: 9.1281e-02 eta: 1 day, 3:10:11 time: 0.2438 data_time: 0.0016 memory: 2855 loss: 1.9339 2022/12/06 17:50:00 - mmengine - INFO - Epoch(train) [23][4600/5005] lr: 9.1266e-02 eta: 1 day, 3:10:10 time: 0.2492 data_time: 0.0013 memory: 2855 loss: 2.0611 2022/12/06 17:50:25 - mmengine - INFO - Epoch(train) [23][4700/5005] lr: 9.1252e-02 eta: 1 day, 3:10:09 time: 0.2482 data_time: 0.0016 memory: 2855 loss: 2.0078 2022/12/06 17:50:50 - mmengine - INFO - Epoch(train) [23][4800/5005] lr: 9.1237e-02 eta: 1 day, 3:10:08 time: 0.2391 data_time: 0.0016 memory: 2855 loss: 1.9660 2022/12/06 17:51:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:51:14 - mmengine - INFO - Epoch(train) [23][4900/5005] lr: 9.1222e-02 eta: 1 day, 3:10:07 time: 0.2414 data_time: 0.0018 memory: 2855 loss: 1.9420 2022/12/06 17:51:39 - mmengine - INFO - Epoch(train) [23][5000/5005] lr: 9.1207e-02 eta: 1 day, 3:10:07 time: 0.2551 data_time: 0.0023 memory: 2855 loss: 1.8693 2022/12/06 17:51:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:51:40 - mmengine - INFO - Saving checkpoint at 23 epochs 2022/12/06 17:51:46 - mmengine - INFO - Epoch(val) [23][100/196] eta: 0:00:04 time: 0.0435 data_time: 0.0005 memory: 2855 2022/12/06 17:51:59 - mmengine - INFO - Epoch(val) [23][196/196] accuracy/top1: 57.8580 accuracy/top5: 81.9840 2022/12/06 17:52:20 - mmengine - INFO - Epoch(train) [24][ 100/5005] lr: 9.1192e-02 eta: 1 day, 3:09:51 time: 0.2797 data_time: 0.0044 memory: 2855 loss: 2.0028 2022/12/06 17:52:45 - mmengine - INFO - Epoch(train) [24][ 200/5005] lr: 9.1177e-02 eta: 1 day, 3:09:51 time: 0.2500 data_time: 0.0017 memory: 2855 loss: 1.8930 2022/12/06 17:53:10 - mmengine - INFO - Epoch(train) [24][ 300/5005] lr: 9.1162e-02 eta: 1 day, 3:09:50 time: 0.2444 data_time: 0.0016 memory: 2855 loss: 2.0789 2022/12/06 17:53:35 - mmengine - INFO - Epoch(train) [24][ 400/5005] lr: 9.1147e-02 eta: 1 day, 3:09:50 time: 0.2493 data_time: 0.0015 memory: 2855 loss: 1.9282 2022/12/06 17:54:00 - mmengine - INFO - Epoch(train) [24][ 500/5005] lr: 9.1132e-02 eta: 1 day, 3:09:49 time: 0.2411 data_time: 0.0016 memory: 2855 loss: 2.0156 2022/12/06 17:54:25 - mmengine - INFO - Epoch(train) [24][ 600/5005] lr: 9.1117e-02 eta: 1 day, 3:09:48 time: 0.2481 data_time: 0.0017 memory: 2855 loss: 1.9212 2022/12/06 17:54:49 - mmengine - INFO - Epoch(train) [24][ 700/5005] lr: 9.1102e-02 eta: 1 day, 3:09:47 time: 0.2476 data_time: 0.0019 memory: 2855 loss: 2.0859 2022/12/06 17:55:14 - mmengine - INFO - Epoch(train) [24][ 800/5005] lr: 9.1088e-02 eta: 1 day, 3:09:46 time: 0.2503 data_time: 0.0016 memory: 2855 loss: 2.0704 2022/12/06 17:55:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:55:39 - mmengine - INFO - Epoch(train) [24][ 900/5005] lr: 9.1073e-02 eta: 1 day, 3:09:44 time: 0.2412 data_time: 0.0016 memory: 2855 loss: 1.9390 2022/12/06 17:56:04 - mmengine - INFO - Epoch(train) [24][1000/5005] lr: 9.1058e-02 eta: 1 day, 3:09:43 time: 0.2484 data_time: 0.0017 memory: 2855 loss: 1.9059 2022/12/06 17:56:28 - mmengine - INFO - Epoch(train) [24][1100/5005] lr: 9.1043e-02 eta: 1 day, 3:09:42 time: 0.2394 data_time: 0.0015 memory: 2855 loss: 2.2316 2022/12/06 17:56:53 - mmengine - INFO - Epoch(train) [24][1200/5005] lr: 9.1028e-02 eta: 1 day, 3:09:40 time: 0.2460 data_time: 0.0015 memory: 2855 loss: 2.1642 2022/12/06 17:57:18 - mmengine - INFO - Epoch(train) [24][1300/5005] lr: 9.1013e-02 eta: 1 day, 3:09:39 time: 0.2473 data_time: 0.0015 memory: 2855 loss: 2.0103 2022/12/06 17:57:43 - mmengine - INFO - Epoch(train) [24][1400/5005] lr: 9.0998e-02 eta: 1 day, 3:09:38 time: 0.2461 data_time: 0.0012 memory: 2855 loss: 1.9310 2022/12/06 17:58:07 - mmengine - INFO - Epoch(train) [24][1500/5005] lr: 9.0983e-02 eta: 1 day, 3:09:35 time: 0.1811 data_time: 0.0029 memory: 2855 loss: 2.0559 2022/12/06 17:58:29 - mmengine - INFO - Epoch(train) [24][1600/5005] lr: 9.0968e-02 eta: 1 day, 3:09:23 time: 0.2476 data_time: 0.0016 memory: 2855 loss: 1.9215 2022/12/06 17:58:54 - mmengine - INFO - Epoch(train) [24][1700/5005] lr: 9.0953e-02 eta: 1 day, 3:09:21 time: 0.2455 data_time: 0.0013 memory: 2855 loss: 2.0620 2022/12/06 17:59:19 - mmengine - INFO - Epoch(train) [24][1800/5005] lr: 9.0938e-02 eta: 1 day, 3:09:20 time: 0.2455 data_time: 0.0013 memory: 2855 loss: 2.1409 2022/12/06 17:59:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 17:59:44 - mmengine - INFO - Epoch(train) [24][1900/5005] lr: 9.0923e-02 eta: 1 day, 3:09:18 time: 0.2484 data_time: 0.0014 memory: 2855 loss: 2.0754 2022/12/06 18:00:08 - mmengine - INFO - Epoch(train) [24][2000/5005] lr: 9.0908e-02 eta: 1 day, 3:09:16 time: 0.2499 data_time: 0.0014 memory: 2855 loss: 2.0040 2022/12/06 18:00:33 - mmengine - INFO - Epoch(train) [24][2100/5005] lr: 9.0893e-02 eta: 1 day, 3:09:15 time: 0.2429 data_time: 0.0016 memory: 2855 loss: 2.0071 2022/12/06 18:00:58 - mmengine - INFO - Epoch(train) [24][2200/5005] lr: 9.0878e-02 eta: 1 day, 3:09:13 time: 0.2455 data_time: 0.0017 memory: 2855 loss: 2.0620 2022/12/06 18:01:23 - mmengine - INFO - Epoch(train) [24][2300/5005] lr: 9.0863e-02 eta: 1 day, 3:09:12 time: 0.2480 data_time: 0.0014 memory: 2855 loss: 2.1042 2022/12/06 18:01:48 - mmengine - INFO - Epoch(train) [24][2400/5005] lr: 9.0848e-02 eta: 1 day, 3:09:10 time: 0.2492 data_time: 0.0015 memory: 2855 loss: 1.8772 2022/12/06 18:02:12 - mmengine - INFO - Epoch(train) [24][2500/5005] lr: 9.0833e-02 eta: 1 day, 3:09:08 time: 0.2483 data_time: 0.0015 memory: 2855 loss: 1.7108 2022/12/06 18:02:37 - mmengine - INFO - Epoch(train) [24][2600/5005] lr: 9.0818e-02 eta: 1 day, 3:09:07 time: 0.2600 data_time: 0.0015 memory: 2855 loss: 2.1457 2022/12/06 18:03:02 - mmengine - INFO - Epoch(train) [24][2700/5005] lr: 9.0802e-02 eta: 1 day, 3:09:05 time: 0.2419 data_time: 0.0015 memory: 2855 loss: 2.2413 2022/12/06 18:03:27 - mmengine - INFO - Epoch(train) [24][2800/5005] lr: 9.0787e-02 eta: 1 day, 3:09:04 time: 0.2509 data_time: 0.0015 memory: 2855 loss: 2.0211 2022/12/06 18:03:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:03:52 - mmengine - INFO - Epoch(train) [24][2900/5005] lr: 9.0772e-02 eta: 1 day, 3:09:02 time: 0.2533 data_time: 0.0011 memory: 2855 loss: 2.0809 2022/12/06 18:04:12 - mmengine - INFO - Epoch(train) [24][3000/5005] lr: 9.0757e-02 eta: 1 day, 3:08:43 time: 0.1707 data_time: 0.0043 memory: 2855 loss: 2.0945 2022/12/06 18:04:37 - mmengine - INFO - Epoch(train) [24][3100/5005] lr: 9.0742e-02 eta: 1 day, 3:08:43 time: 0.2502 data_time: 0.0011 memory: 2855 loss: 2.0890 2022/12/06 18:05:02 - mmengine - INFO - Epoch(train) [24][3200/5005] lr: 9.0727e-02 eta: 1 day, 3:08:41 time: 0.2450 data_time: 0.0014 memory: 2855 loss: 2.0785 2022/12/06 18:05:27 - mmengine - INFO - Epoch(train) [24][3300/5005] lr: 9.0711e-02 eta: 1 day, 3:08:39 time: 0.2480 data_time: 0.0014 memory: 2855 loss: 2.0622 2022/12/06 18:05:52 - mmengine - INFO - Epoch(train) [24][3400/5005] lr: 9.0696e-02 eta: 1 day, 3:08:37 time: 0.2463 data_time: 0.0018 memory: 2855 loss: 1.9954 2022/12/06 18:06:17 - mmengine - INFO - Epoch(train) [24][3500/5005] lr: 9.0681e-02 eta: 1 day, 3:08:35 time: 0.2436 data_time: 0.0017 memory: 2855 loss: 2.0924 2022/12/06 18:06:42 - mmengine - INFO - Epoch(train) [24][3600/5005] lr: 9.0666e-02 eta: 1 day, 3:08:33 time: 0.2521 data_time: 0.0015 memory: 2855 loss: 2.0156 2022/12/06 18:07:06 - mmengine - INFO - Epoch(train) [24][3700/5005] lr: 9.0651e-02 eta: 1 day, 3:08:30 time: 0.2481 data_time: 0.0015 memory: 2855 loss: 2.2709 2022/12/06 18:07:31 - mmengine - INFO - Epoch(train) [24][3800/5005] lr: 9.0635e-02 eta: 1 day, 3:08:28 time: 0.2462 data_time: 0.0015 memory: 2855 loss: 2.0619 2022/12/06 18:07:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:07:56 - mmengine - INFO - Epoch(train) [24][3900/5005] lr: 9.0620e-02 eta: 1 day, 3:08:26 time: 0.2427 data_time: 0.0016 memory: 2855 loss: 1.9195 2022/12/06 18:08:21 - mmengine - INFO - Epoch(train) [24][4000/5005] lr: 9.0605e-02 eta: 1 day, 3:08:23 time: 0.2523 data_time: 0.0015 memory: 2855 loss: 2.0655 2022/12/06 18:08:45 - mmengine - INFO - Epoch(train) [24][4100/5005] lr: 9.0590e-02 eta: 1 day, 3:08:20 time: 0.2494 data_time: 0.0016 memory: 2855 loss: 1.8582 2022/12/06 18:09:10 - mmengine - INFO - Epoch(train) [24][4200/5005] lr: 9.0574e-02 eta: 1 day, 3:08:17 time: 0.2421 data_time: 0.0017 memory: 2855 loss: 1.8164 2022/12/06 18:09:35 - mmengine - INFO - Epoch(train) [24][4300/5005] lr: 9.0559e-02 eta: 1 day, 3:08:15 time: 0.2491 data_time: 0.0012 memory: 2855 loss: 1.8982 2022/12/06 18:09:59 - mmengine - INFO - Epoch(train) [24][4400/5005] lr: 9.0544e-02 eta: 1 day, 3:08:13 time: 0.2511 data_time: 0.0011 memory: 2855 loss: 2.0520 2022/12/06 18:10:21 - mmengine - INFO - Epoch(train) [24][4500/5005] lr: 9.0528e-02 eta: 1 day, 3:07:59 time: 0.2478 data_time: 0.0024 memory: 2855 loss: 1.9924 2022/12/06 18:10:46 - mmengine - INFO - Epoch(train) [24][4600/5005] lr: 9.0513e-02 eta: 1 day, 3:07:56 time: 0.2411 data_time: 0.0012 memory: 2855 loss: 1.8089 2022/12/06 18:11:11 - mmengine - INFO - Epoch(train) [24][4700/5005] lr: 9.0498e-02 eta: 1 day, 3:07:54 time: 0.2460 data_time: 0.0014 memory: 2855 loss: 1.9071 2022/12/06 18:11:36 - mmengine - INFO - Epoch(train) [24][4800/5005] lr: 9.0482e-02 eta: 1 day, 3:07:51 time: 0.2461 data_time: 0.0017 memory: 2855 loss: 2.1380 2022/12/06 18:11:57 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:12:01 - mmengine - INFO - Epoch(train) [24][4900/5005] lr: 9.0467e-02 eta: 1 day, 3:07:49 time: 0.2477 data_time: 0.0015 memory: 2855 loss: 1.9608 2022/12/06 18:12:25 - mmengine - INFO - Epoch(train) [24][5000/5005] lr: 9.0452e-02 eta: 1 day, 3:07:46 time: 0.2488 data_time: 0.0030 memory: 2855 loss: 2.0853 2022/12/06 18:12:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:12:27 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/12/06 18:12:36 - mmengine - INFO - Epoch(val) [24][100/196] eta: 0:00:06 time: 0.0772 data_time: 0.0330 memory: 2855 2022/12/06 18:12:52 - mmengine - INFO - Epoch(val) [24][196/196] accuracy/top1: 60.2040 accuracy/top5: 83.3140 2022/12/06 18:13:17 - mmengine - INFO - Epoch(train) [25][ 100/5005] lr: 9.0436e-02 eta: 1 day, 3:07:45 time: 0.2488 data_time: 0.0015 memory: 2855 loss: 2.0432 2022/12/06 18:13:42 - mmengine - INFO - Epoch(train) [25][ 200/5005] lr: 9.0420e-02 eta: 1 day, 3:07:42 time: 0.2491 data_time: 0.0015 memory: 2855 loss: 1.8320 2022/12/06 18:14:07 - mmengine - INFO - Epoch(train) [25][ 300/5005] lr: 9.0405e-02 eta: 1 day, 3:07:39 time: 0.2423 data_time: 0.0017 memory: 2855 loss: 1.9532 2022/12/06 18:14:31 - mmengine - INFO - Epoch(train) [25][ 400/5005] lr: 9.0389e-02 eta: 1 day, 3:07:36 time: 0.2394 data_time: 0.0015 memory: 2855 loss: 2.1489 2022/12/06 18:14:56 - mmengine - INFO - Epoch(train) [25][ 500/5005] lr: 9.0374e-02 eta: 1 day, 3:07:33 time: 0.2564 data_time: 0.0017 memory: 2855 loss: 1.9661 2022/12/06 18:15:21 - mmengine - INFO - Epoch(train) [25][ 600/5005] lr: 9.0359e-02 eta: 1 day, 3:07:31 time: 0.2406 data_time: 0.0014 memory: 2855 loss: 1.9123 2022/12/06 18:15:46 - mmengine - INFO - Epoch(train) [25][ 700/5005] lr: 9.0343e-02 eta: 1 day, 3:07:29 time: 0.2437 data_time: 0.0012 memory: 2855 loss: 1.8793 2022/12/06 18:16:08 - mmengine - INFO - Epoch(train) [25][ 800/5005] lr: 9.0328e-02 eta: 1 day, 3:07:12 time: 0.2846 data_time: 0.0053 memory: 2855 loss: 2.0172 2022/12/06 18:16:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:16:33 - mmengine - INFO - Epoch(train) [25][ 900/5005] lr: 9.0312e-02 eta: 1 day, 3:07:10 time: 0.2569 data_time: 0.0012 memory: 2855 loss: 1.9799 2022/12/06 18:16:57 - mmengine - INFO - Epoch(train) [25][1000/5005] lr: 9.0297e-02 eta: 1 day, 3:07:07 time: 0.2507 data_time: 0.0014 memory: 2855 loss: 1.9663 2022/12/06 18:17:22 - mmengine - INFO - Epoch(train) [25][1100/5005] lr: 9.0281e-02 eta: 1 day, 3:07:04 time: 0.2507 data_time: 0.0014 memory: 2855 loss: 2.1369 2022/12/06 18:17:47 - mmengine - INFO - Epoch(train) [25][1200/5005] lr: 9.0266e-02 eta: 1 day, 3:07:00 time: 0.2439 data_time: 0.0016 memory: 2855 loss: 2.1886 2022/12/06 18:18:12 - mmengine - INFO - Epoch(train) [25][1300/5005] lr: 9.0250e-02 eta: 1 day, 3:06:57 time: 0.2480 data_time: 0.0016 memory: 2855 loss: 1.9912 2022/12/06 18:18:37 - mmengine - INFO - Epoch(train) [25][1400/5005] lr: 9.0235e-02 eta: 1 day, 3:06:55 time: 0.2471 data_time: 0.0014 memory: 2855 loss: 1.9393 2022/12/06 18:19:01 - mmengine - INFO - Epoch(train) [25][1500/5005] lr: 9.0219e-02 eta: 1 day, 3:06:51 time: 0.2492 data_time: 0.0018 memory: 2855 loss: 1.8949 2022/12/06 18:19:26 - mmengine - INFO - Epoch(train) [25][1600/5005] lr: 9.0204e-02 eta: 1 day, 3:06:48 time: 0.2471 data_time: 0.0016 memory: 2855 loss: 1.9873 2022/12/06 18:19:51 - mmengine - INFO - Epoch(train) [25][1700/5005] lr: 9.0188e-02 eta: 1 day, 3:06:45 time: 0.2470 data_time: 0.0015 memory: 2855 loss: 1.9560 2022/12/06 18:20:16 - mmengine - INFO - Epoch(train) [25][1800/5005] lr: 9.0173e-02 eta: 1 day, 3:06:42 time: 0.2482 data_time: 0.0016 memory: 2855 loss: 1.9397 2022/12/06 18:20:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:20:40 - mmengine - INFO - Epoch(train) [25][1900/5005] lr: 9.0157e-02 eta: 1 day, 3:06:38 time: 0.2496 data_time: 0.0015 memory: 2855 loss: 1.9591 2022/12/06 18:21:05 - mmengine - INFO - Epoch(train) [25][2000/5005] lr: 9.0141e-02 eta: 1 day, 3:06:35 time: 0.2509 data_time: 0.0016 memory: 2855 loss: 2.2669 2022/12/06 18:21:30 - mmengine - INFO - Epoch(train) [25][2100/5005] lr: 9.0126e-02 eta: 1 day, 3:06:32 time: 0.2495 data_time: 0.0012 memory: 2855 loss: 1.8867 2022/12/06 18:21:54 - mmengine - INFO - Epoch(train) [25][2200/5005] lr: 9.0110e-02 eta: 1 day, 3:06:26 time: 0.1591 data_time: 0.0020 memory: 2855 loss: 1.9949 2022/12/06 18:22:17 - mmengine - INFO - Epoch(train) [25][2300/5005] lr: 9.0095e-02 eta: 1 day, 3:06:14 time: 0.2488 data_time: 0.0019 memory: 2855 loss: 1.9177 2022/12/06 18:22:42 - mmengine - INFO - Epoch(train) [25][2400/5005] lr: 9.0079e-02 eta: 1 day, 3:06:11 time: 0.2449 data_time: 0.0015 memory: 2855 loss: 2.1207 2022/12/06 18:23:07 - mmengine - INFO - Epoch(train) [25][2500/5005] lr: 9.0063e-02 eta: 1 day, 3:06:08 time: 0.2492 data_time: 0.0015 memory: 2855 loss: 2.2897 2022/12/06 18:23:31 - mmengine - INFO - Epoch(train) [25][2600/5005] lr: 9.0048e-02 eta: 1 day, 3:06:04 time: 0.2456 data_time: 0.0015 memory: 2855 loss: 1.8063 2022/12/06 18:23:56 - mmengine - INFO - Epoch(train) [25][2700/5005] lr: 9.0032e-02 eta: 1 day, 3:06:00 time: 0.2478 data_time: 0.0014 memory: 2855 loss: 2.0327 2022/12/06 18:24:21 - mmengine - INFO - Epoch(train) [25][2800/5005] lr: 9.0016e-02 eta: 1 day, 3:05:57 time: 0.2490 data_time: 0.0014 memory: 2855 loss: 1.9420 2022/12/06 18:24:41 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:24:46 - mmengine - INFO - Epoch(train) [25][2900/5005] lr: 9.0001e-02 eta: 1 day, 3:05:53 time: 0.2493 data_time: 0.0013 memory: 2855 loss: 1.8821 2022/12/06 18:25:11 - mmengine - INFO - Epoch(train) [25][3000/5005] lr: 8.9985e-02 eta: 1 day, 3:05:49 time: 0.2443 data_time: 0.0018 memory: 2855 loss: 2.1727 2022/12/06 18:25:35 - mmengine - INFO - Epoch(train) [25][3100/5005] lr: 8.9969e-02 eta: 1 day, 3:05:46 time: 0.2522 data_time: 0.0014 memory: 2855 loss: 2.0042 2022/12/06 18:26:00 - mmengine - INFO - Epoch(train) [25][3200/5005] lr: 8.9953e-02 eta: 1 day, 3:05:43 time: 0.2513 data_time: 0.0013 memory: 2855 loss: 1.9074 2022/12/06 18:26:25 - mmengine - INFO - Epoch(train) [25][3300/5005] lr: 8.9938e-02 eta: 1 day, 3:05:39 time: 0.2427 data_time: 0.0016 memory: 2855 loss: 2.2139 2022/12/06 18:26:50 - mmengine - INFO - Epoch(train) [25][3400/5005] lr: 8.9922e-02 eta: 1 day, 3:05:35 time: 0.2489 data_time: 0.0018 memory: 2855 loss: 1.9801 2022/12/06 18:27:15 - mmengine - INFO - Epoch(train) [25][3500/5005] lr: 8.9906e-02 eta: 1 day, 3:05:30 time: 0.2498 data_time: 0.0015 memory: 2855 loss: 1.9094 2022/12/06 18:27:40 - mmengine - INFO - Epoch(train) [25][3600/5005] lr: 8.9890e-02 eta: 1 day, 3:05:27 time: 0.2512 data_time: 0.0013 memory: 2855 loss: 2.1087 2022/12/06 18:28:00 - mmengine - INFO - Epoch(train) [25][3700/5005] lr: 8.9875e-02 eta: 1 day, 3:05:07 time: 0.1636 data_time: 0.0023 memory: 2855 loss: 2.1444 2022/12/06 18:28:25 - mmengine - INFO - Epoch(train) [25][3800/5005] lr: 8.9859e-02 eta: 1 day, 3:05:04 time: 0.2385 data_time: 0.0014 memory: 2855 loss: 2.1333 2022/12/06 18:28:45 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:28:50 - mmengine - INFO - Epoch(train) [25][3900/5005] lr: 8.9843e-02 eta: 1 day, 3:05:01 time: 0.2515 data_time: 0.0013 memory: 2855 loss: 2.1345 2022/12/06 18:29:15 - mmengine - INFO - Epoch(train) [25][4000/5005] lr: 8.9827e-02 eta: 1 day, 3:04:56 time: 0.2390 data_time: 0.0016 memory: 2855 loss: 2.1043 2022/12/06 18:29:40 - mmengine - INFO - Epoch(train) [25][4100/5005] lr: 8.9811e-02 eta: 1 day, 3:04:52 time: 0.2520 data_time: 0.0014 memory: 2855 loss: 2.1146 2022/12/06 18:30:04 - mmengine - INFO - Epoch(train) [25][4200/5005] lr: 8.9796e-02 eta: 1 day, 3:04:47 time: 0.2405 data_time: 0.0015 memory: 2855 loss: 2.2339 2022/12/06 18:30:29 - mmengine - INFO - Epoch(train) [25][4300/5005] lr: 8.9780e-02 eta: 1 day, 3:04:44 time: 0.2576 data_time: 0.0015 memory: 2855 loss: 1.9617 2022/12/06 18:30:54 - mmengine - INFO - Epoch(train) [25][4400/5005] lr: 8.9764e-02 eta: 1 day, 3:04:40 time: 0.2399 data_time: 0.0015 memory: 2855 loss: 1.8717 2022/12/06 18:31:19 - mmengine - INFO - Epoch(train) [25][4500/5005] lr: 8.9748e-02 eta: 1 day, 3:04:36 time: 0.2503 data_time: 0.0015 memory: 2855 loss: 2.2666 2022/12/06 18:31:43 - mmengine - INFO - Epoch(train) [25][4600/5005] lr: 8.9732e-02 eta: 1 day, 3:04:31 time: 0.2422 data_time: 0.0014 memory: 2855 loss: 1.9997 2022/12/06 18:32:08 - mmengine - INFO - Epoch(train) [25][4700/5005] lr: 8.9716e-02 eta: 1 day, 3:04:27 time: 0.2484 data_time: 0.0018 memory: 2855 loss: 2.0308 2022/12/06 18:32:33 - mmengine - INFO - Epoch(train) [25][4800/5005] lr: 8.9700e-02 eta: 1 day, 3:04:23 time: 0.2402 data_time: 0.0015 memory: 2855 loss: 2.1058 2022/12/06 18:32:53 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:32:58 - mmengine - INFO - Epoch(train) [25][4900/5005] lr: 8.9685e-02 eta: 1 day, 3:04:20 time: 0.2504 data_time: 0.0017 memory: 2855 loss: 2.0293 2022/12/06 18:33:23 - mmengine - INFO - Epoch(train) [25][5000/5005] lr: 8.9669e-02 eta: 1 day, 3:04:15 time: 0.2519 data_time: 0.0021 memory: 2855 loss: 2.0910 2022/12/06 18:33:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:33:24 - mmengine - INFO - Saving checkpoint at 25 epochs 2022/12/06 18:33:30 - mmengine - INFO - Epoch(val) [25][100/196] eta: 0:00:04 time: 0.0441 data_time: 0.0003 memory: 2855 2022/12/06 18:33:43 - mmengine - INFO - Epoch(val) [25][196/196] accuracy/top1: 59.1700 accuracy/top5: 82.8540 2022/12/06 18:34:06 - mmengine - INFO - Epoch(train) [26][ 100/5005] lr: 8.9652e-02 eta: 1 day, 3:04:02 time: 0.2561 data_time: 0.0035 memory: 2855 loss: 1.8591 2022/12/06 18:34:30 - mmengine - INFO - Epoch(train) [26][ 200/5005] lr: 8.9636e-02 eta: 1 day, 3:03:58 time: 0.2489 data_time: 0.0013 memory: 2855 loss: 2.0771 2022/12/06 18:34:55 - mmengine - INFO - Epoch(train) [26][ 300/5005] lr: 8.9620e-02 eta: 1 day, 3:03:53 time: 0.2479 data_time: 0.0014 memory: 2855 loss: 1.8975 2022/12/06 18:35:20 - mmengine - INFO - Epoch(train) [26][ 400/5005] lr: 8.9604e-02 eta: 1 day, 3:03:49 time: 0.2491 data_time: 0.0014 memory: 2855 loss: 1.7877 2022/12/06 18:35:45 - mmengine - INFO - Epoch(train) [26][ 500/5005] lr: 8.9588e-02 eta: 1 day, 3:03:44 time: 0.2452 data_time: 0.0015 memory: 2855 loss: 2.0507 2022/12/06 18:36:10 - mmengine - INFO - Epoch(train) [26][ 600/5005] lr: 8.9572e-02 eta: 1 day, 3:03:40 time: 0.2452 data_time: 0.0015 memory: 2855 loss: 1.8945 2022/12/06 18:36:34 - mmengine - INFO - Epoch(train) [26][ 700/5005] lr: 8.9556e-02 eta: 1 day, 3:03:35 time: 0.2503 data_time: 0.0015 memory: 2855 loss: 2.1092 2022/12/06 18:36:59 - mmengine - INFO - Epoch(train) [26][ 800/5005] lr: 8.9540e-02 eta: 1 day, 3:03:31 time: 0.2472 data_time: 0.0016 memory: 2855 loss: 2.1188 2022/12/06 18:37:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:37:24 - mmengine - INFO - Epoch(train) [26][ 900/5005] lr: 8.9524e-02 eta: 1 day, 3:03:27 time: 0.2418 data_time: 0.0017 memory: 2855 loss: 2.1550 2022/12/06 18:37:49 - mmengine - INFO - Epoch(train) [26][1000/5005] lr: 8.9508e-02 eta: 1 day, 3:03:22 time: 0.2484 data_time: 0.0020 memory: 2855 loss: 2.0409 2022/12/06 18:38:14 - mmengine - INFO - Epoch(train) [26][1100/5005] lr: 8.9492e-02 eta: 1 day, 3:03:18 time: 0.2511 data_time: 0.0017 memory: 2855 loss: 1.7659 2022/12/06 18:38:39 - mmengine - INFO - Epoch(train) [26][1200/5005] lr: 8.9476e-02 eta: 1 day, 3:03:13 time: 0.2491 data_time: 0.0018 memory: 2855 loss: 2.2071 2022/12/06 18:39:03 - mmengine - INFO - Epoch(train) [26][1300/5005] lr: 8.9460e-02 eta: 1 day, 3:03:09 time: 0.2474 data_time: 0.0015 memory: 2855 loss: 2.1348 2022/12/06 18:39:28 - mmengine - INFO - Epoch(train) [26][1400/5005] lr: 8.9444e-02 eta: 1 day, 3:03:04 time: 0.2500 data_time: 0.0012 memory: 2855 loss: 2.0479 2022/12/06 18:39:51 - mmengine - INFO - Epoch(train) [26][1500/5005] lr: 8.9428e-02 eta: 1 day, 3:02:50 time: 0.1757 data_time: 0.0022 memory: 2855 loss: 1.9372 2022/12/06 18:40:15 - mmengine - INFO - Epoch(train) [26][1600/5005] lr: 8.9412e-02 eta: 1 day, 3:02:42 time: 0.2507 data_time: 0.0016 memory: 2855 loss: 2.1927 2022/12/06 18:40:40 - mmengine - INFO - Epoch(train) [26][1700/5005] lr: 8.9396e-02 eta: 1 day, 3:02:38 time: 0.2481 data_time: 0.0013 memory: 2855 loss: 2.1396 2022/12/06 18:41:04 - mmengine - INFO - Epoch(train) [26][1800/5005] lr: 8.9379e-02 eta: 1 day, 3:02:33 time: 0.2497 data_time: 0.0015 memory: 2855 loss: 2.0924 2022/12/06 18:41:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:41:29 - mmengine - INFO - Epoch(train) [26][1900/5005] lr: 8.9363e-02 eta: 1 day, 3:02:28 time: 0.2507 data_time: 0.0014 memory: 2855 loss: 2.0092 2022/12/06 18:41:54 - mmengine - INFO - Epoch(train) [26][2000/5005] lr: 8.9347e-02 eta: 1 day, 3:02:23 time: 0.2459 data_time: 0.0017 memory: 2855 loss: 2.0076 2022/12/06 18:42:19 - mmengine - INFO - Epoch(train) [26][2100/5005] lr: 8.9331e-02 eta: 1 day, 3:02:18 time: 0.2396 data_time: 0.0016 memory: 2855 loss: 2.0332 2022/12/06 18:42:44 - mmengine - INFO - Epoch(train) [26][2200/5005] lr: 8.9315e-02 eta: 1 day, 3:02:13 time: 0.2481 data_time: 0.0015 memory: 2855 loss: 1.9952 2022/12/06 18:43:09 - mmengine - INFO - Epoch(train) [26][2300/5005] lr: 8.9299e-02 eta: 1 day, 3:02:08 time: 0.2591 data_time: 0.0015 memory: 2855 loss: 2.0322 2022/12/06 18:43:33 - mmengine - INFO - Epoch(train) [26][2400/5005] lr: 8.9283e-02 eta: 1 day, 3:02:03 time: 0.2394 data_time: 0.0017 memory: 2855 loss: 1.8731 2022/12/06 18:43:58 - mmengine - INFO - Epoch(train) [26][2500/5005] lr: 8.9266e-02 eta: 1 day, 3:01:58 time: 0.2571 data_time: 0.0015 memory: 2855 loss: 1.9741 2022/12/06 18:44:23 - mmengine - INFO - Epoch(train) [26][2600/5005] lr: 8.9250e-02 eta: 1 day, 3:01:53 time: 0.2567 data_time: 0.0015 memory: 2855 loss: 2.1222 2022/12/06 18:44:48 - mmengine - INFO - Epoch(train) [26][2700/5005] lr: 8.9234e-02 eta: 1 day, 3:01:48 time: 0.2481 data_time: 0.0015 memory: 2855 loss: 1.9397 2022/12/06 18:45:13 - mmengine - INFO - Epoch(train) [26][2800/5005] lr: 8.9218e-02 eta: 1 day, 3:01:43 time: 0.2446 data_time: 0.0015 memory: 2855 loss: 2.0326 2022/12/06 18:45:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:45:37 - mmengine - INFO - Epoch(train) [26][2900/5005] lr: 8.9202e-02 eta: 1 day, 3:01:38 time: 0.2509 data_time: 0.0011 memory: 2855 loss: 2.1130 2022/12/06 18:45:59 - mmengine - INFO - Epoch(train) [26][3000/5005] lr: 8.9185e-02 eta: 1 day, 3:01:19 time: 0.2750 data_time: 0.0047 memory: 2855 loss: 1.9999 2022/12/06 18:46:24 - mmengine - INFO - Epoch(train) [26][3100/5005] lr: 8.9169e-02 eta: 1 day, 3:01:16 time: 0.2479 data_time: 0.0013 memory: 2855 loss: 2.0939 2022/12/06 18:46:49 - mmengine - INFO - Epoch(train) [26][3200/5005] lr: 8.9153e-02 eta: 1 day, 3:01:10 time: 0.2436 data_time: 0.0016 memory: 2855 loss: 1.9814 2022/12/06 18:47:13 - mmengine - INFO - Epoch(train) [26][3300/5005] lr: 8.9137e-02 eta: 1 day, 3:01:05 time: 0.2474 data_time: 0.0015 memory: 2855 loss: 2.2279 2022/12/06 18:47:38 - mmengine - INFO - Epoch(train) [26][3400/5005] lr: 8.9120e-02 eta: 1 day, 3:01:00 time: 0.2490 data_time: 0.0015 memory: 2855 loss: 1.9063 2022/12/06 18:48:03 - mmengine - INFO - Epoch(train) [26][3500/5005] lr: 8.9104e-02 eta: 1 day, 3:00:54 time: 0.2417 data_time: 0.0016 memory: 2855 loss: 1.8084 2022/12/06 18:48:28 - mmengine - INFO - Epoch(train) [26][3600/5005] lr: 8.9088e-02 eta: 1 day, 3:00:49 time: 0.2510 data_time: 0.0015 memory: 2855 loss: 1.9219 2022/12/06 18:48:53 - mmengine - INFO - Epoch(train) [26][3700/5005] lr: 8.9071e-02 eta: 1 day, 3:00:43 time: 0.2438 data_time: 0.0020 memory: 2855 loss: 1.9185 2022/12/06 18:49:18 - mmengine - INFO - Epoch(train) [26][3800/5005] lr: 8.9055e-02 eta: 1 day, 3:00:38 time: 0.2471 data_time: 0.0017 memory: 2855 loss: 2.0857 2022/12/06 18:49:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:49:42 - mmengine - INFO - Epoch(train) [26][3900/5005] lr: 8.9039e-02 eta: 1 day, 3:00:32 time: 0.2409 data_time: 0.0014 memory: 2855 loss: 1.9044 2022/12/06 18:50:07 - mmengine - INFO - Epoch(train) [26][4000/5005] lr: 8.9022e-02 eta: 1 day, 3:00:27 time: 0.2472 data_time: 0.0015 memory: 2855 loss: 2.2054 2022/12/06 18:50:32 - mmengine - INFO - Epoch(train) [26][4100/5005] lr: 8.9006e-02 eta: 1 day, 3:00:21 time: 0.2482 data_time: 0.0016 memory: 2855 loss: 1.9749 2022/12/06 18:50:56 - mmengine - INFO - Epoch(train) [26][4200/5005] lr: 8.8990e-02 eta: 1 day, 3:00:15 time: 0.2465 data_time: 0.0017 memory: 2855 loss: 2.2852 2022/12/06 18:51:21 - mmengine - INFO - Epoch(train) [26][4300/5005] lr: 8.8973e-02 eta: 1 day, 3:00:09 time: 0.2428 data_time: 0.0012 memory: 2855 loss: 1.6494 2022/12/06 18:51:46 - mmengine - INFO - Epoch(train) [26][4400/5005] lr: 8.8957e-02 eta: 1 day, 3:00:03 time: 0.2206 data_time: 0.0012 memory: 2855 loss: 2.1400 2022/12/06 18:52:07 - mmengine - INFO - Epoch(train) [26][4500/5005] lr: 8.8940e-02 eta: 1 day, 2:59:45 time: 0.2473 data_time: 0.0017 memory: 2855 loss: 2.0342 2022/12/06 18:52:32 - mmengine - INFO - Epoch(train) [26][4600/5005] lr: 8.8924e-02 eta: 1 day, 2:59:39 time: 0.2441 data_time: 0.0013 memory: 2855 loss: 2.0133 2022/12/06 18:52:57 - mmengine - INFO - Epoch(train) [26][4700/5005] lr: 8.8908e-02 eta: 1 day, 2:59:34 time: 0.2472 data_time: 0.0018 memory: 2855 loss: 1.9999 2022/12/06 18:53:22 - mmengine - INFO - Epoch(train) [26][4800/5005] lr: 8.8891e-02 eta: 1 day, 2:59:28 time: 0.2521 data_time: 0.0014 memory: 2855 loss: 2.0586 2022/12/06 18:53:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:53:46 - mmengine - INFO - Epoch(train) [26][4900/5005] lr: 8.8875e-02 eta: 1 day, 2:59:22 time: 0.2458 data_time: 0.0014 memory: 2855 loss: 1.9800 2022/12/06 18:54:11 - mmengine - INFO - Epoch(train) [26][5000/5005] lr: 8.8858e-02 eta: 1 day, 2:59:16 time: 0.2542 data_time: 0.0027 memory: 2855 loss: 2.1177 2022/12/06 18:54:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:54:12 - mmengine - INFO - Saving checkpoint at 26 epochs 2022/12/06 18:54:21 - mmengine - INFO - Epoch(val) [26][100/196] eta: 0:00:06 time: 0.0761 data_time: 0.0319 memory: 2855 2022/12/06 18:54:38 - mmengine - INFO - Epoch(val) [26][196/196] accuracy/top1: 59.6740 accuracy/top5: 83.3760 2022/12/06 18:55:03 - mmengine - INFO - Epoch(train) [27][ 100/5005] lr: 8.8841e-02 eta: 1 day, 2:59:12 time: 0.2495 data_time: 0.0015 memory: 2855 loss: 1.7380 2022/12/06 18:55:28 - mmengine - INFO - Epoch(train) [27][ 200/5005] lr: 8.8825e-02 eta: 1 day, 2:59:05 time: 0.2466 data_time: 0.0017 memory: 2855 loss: 1.8312 2022/12/06 18:55:53 - mmengine - INFO - Epoch(train) [27][ 300/5005] lr: 8.8808e-02 eta: 1 day, 2:58:59 time: 0.2487 data_time: 0.0016 memory: 2855 loss: 2.0372 2022/12/06 18:56:17 - mmengine - INFO - Epoch(train) [27][ 400/5005] lr: 8.8792e-02 eta: 1 day, 2:58:53 time: 0.2452 data_time: 0.0017 memory: 2855 loss: 2.1674 2022/12/06 18:56:42 - mmengine - INFO - Epoch(train) [27][ 500/5005] lr: 8.8775e-02 eta: 1 day, 2:58:47 time: 0.2454 data_time: 0.0015 memory: 2855 loss: 1.9006 2022/12/06 18:57:07 - mmengine - INFO - Epoch(train) [27][ 600/5005] lr: 8.8759e-02 eta: 1 day, 2:58:41 time: 0.2525 data_time: 0.0012 memory: 2855 loss: 2.1590 2022/12/06 18:57:32 - mmengine - INFO - Epoch(train) [27][ 700/5005] lr: 8.8742e-02 eta: 1 day, 2:58:35 time: 0.2498 data_time: 0.0012 memory: 2855 loss: 2.0520 2022/12/06 18:57:53 - mmengine - INFO - Epoch(train) [27][ 800/5005] lr: 8.8725e-02 eta: 1 day, 2:58:17 time: 0.2621 data_time: 0.0069 memory: 2855 loss: 1.9505 2022/12/06 18:58:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 18:58:18 - mmengine - INFO - Epoch(train) [27][ 900/5005] lr: 8.8709e-02 eta: 1 day, 2:58:11 time: 0.2495 data_time: 0.0014 memory: 2855 loss: 2.0840 2022/12/06 18:58:43 - mmengine - INFO - Epoch(train) [27][1000/5005] lr: 8.8692e-02 eta: 1 day, 2:58:05 time: 0.2438 data_time: 0.0015 memory: 2855 loss: 1.8927 2022/12/06 18:59:08 - mmengine - INFO - Epoch(train) [27][1100/5005] lr: 8.8676e-02 eta: 1 day, 2:57:59 time: 0.2441 data_time: 0.0015 memory: 2855 loss: 1.8773 2022/12/06 18:59:32 - mmengine - INFO - Epoch(train) [27][1200/5005] lr: 8.8659e-02 eta: 1 day, 2:57:52 time: 0.2472 data_time: 0.0017 memory: 2855 loss: 2.2296 2022/12/06 18:59:57 - mmengine - INFO - Epoch(train) [27][1300/5005] lr: 8.8643e-02 eta: 1 day, 2:57:46 time: 0.2433 data_time: 0.0015 memory: 2855 loss: 1.9040 2022/12/06 19:00:22 - mmengine - INFO - Epoch(train) [27][1400/5005] lr: 8.8626e-02 eta: 1 day, 2:57:41 time: 0.2506 data_time: 0.0016 memory: 2855 loss: 1.9879 2022/12/06 19:00:47 - mmengine - INFO - Epoch(train) [27][1500/5005] lr: 8.8609e-02 eta: 1 day, 2:57:34 time: 0.2450 data_time: 0.0016 memory: 2855 loss: 1.9968 2022/12/06 19:01:12 - mmengine - INFO - Epoch(train) [27][1600/5005] lr: 8.8593e-02 eta: 1 day, 2:57:27 time: 0.2413 data_time: 0.0017 memory: 2855 loss: 2.0819 2022/12/06 19:01:36 - mmengine - INFO - Epoch(train) [27][1700/5005] lr: 8.8576e-02 eta: 1 day, 2:57:21 time: 0.2504 data_time: 0.0014 memory: 2855 loss: 2.2142 2022/12/06 19:02:01 - mmengine - INFO - Epoch(train) [27][1800/5005] lr: 8.8559e-02 eta: 1 day, 2:57:15 time: 0.2497 data_time: 0.0016 memory: 2855 loss: 2.0187 2022/12/06 19:02:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:02:26 - mmengine - INFO - Epoch(train) [27][1900/5005] lr: 8.8543e-02 eta: 1 day, 2:57:08 time: 0.2500 data_time: 0.0015 memory: 2855 loss: 2.1595 2022/12/06 19:02:51 - mmengine - INFO - Epoch(train) [27][2000/5005] lr: 8.8526e-02 eta: 1 day, 2:57:02 time: 0.2459 data_time: 0.0016 memory: 2855 loss: 1.9882 2022/12/06 19:03:16 - mmengine - INFO - Epoch(train) [27][2100/5005] lr: 8.8509e-02 eta: 1 day, 2:56:56 time: 0.2524 data_time: 0.0012 memory: 2855 loss: 1.7951 2022/12/06 19:03:38 - mmengine - INFO - Epoch(train) [27][2200/5005] lr: 8.8493e-02 eta: 1 day, 2:56:41 time: 0.1720 data_time: 0.0041 memory: 2855 loss: 2.0818 2022/12/06 19:04:02 - mmengine - INFO - Epoch(train) [27][2300/5005] lr: 8.8476e-02 eta: 1 day, 2:56:32 time: 0.2515 data_time: 0.0016 memory: 2855 loss: 2.0603 2022/12/06 19:04:27 - mmengine - INFO - Epoch(train) [27][2400/5005] lr: 8.8459e-02 eta: 1 day, 2:56:25 time: 0.2505 data_time: 0.0015 memory: 2855 loss: 2.1444 2022/12/06 19:04:51 - mmengine - INFO - Epoch(train) [27][2500/5005] lr: 8.8443e-02 eta: 1 day, 2:56:18 time: 0.2485 data_time: 0.0018 memory: 2855 loss: 1.9269 2022/12/06 19:05:16 - mmengine - INFO - Epoch(train) [27][2600/5005] lr: 8.8426e-02 eta: 1 day, 2:56:11 time: 0.2470 data_time: 0.0016 memory: 2855 loss: 1.7823 2022/12/06 19:05:41 - mmengine - INFO - Epoch(train) [27][2700/5005] lr: 8.8409e-02 eta: 1 day, 2:56:05 time: 0.2494 data_time: 0.0016 memory: 2855 loss: 2.2408 2022/12/06 19:06:06 - mmengine - INFO - Epoch(train) [27][2800/5005] lr: 8.8392e-02 eta: 1 day, 2:55:58 time: 0.2468 data_time: 0.0020 memory: 2855 loss: 2.2458 2022/12/06 19:06:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:06:30 - mmengine - INFO - Epoch(train) [27][2900/5005] lr: 8.8376e-02 eta: 1 day, 2:55:51 time: 0.2404 data_time: 0.0017 memory: 2855 loss: 1.9969 2022/12/06 19:06:55 - mmengine - INFO - Epoch(train) [27][3000/5005] lr: 8.8359e-02 eta: 1 day, 2:55:44 time: 0.2493 data_time: 0.0018 memory: 2855 loss: 1.9534 2022/12/06 19:07:20 - mmengine - INFO - Epoch(train) [27][3100/5005] lr: 8.8342e-02 eta: 1 day, 2:55:38 time: 0.2386 data_time: 0.0018 memory: 2855 loss: 1.9058 2022/12/06 19:07:45 - mmengine - INFO - Epoch(train) [27][3200/5005] lr: 8.8325e-02 eta: 1 day, 2:55:31 time: 0.2474 data_time: 0.0016 memory: 2855 loss: 2.0831 2022/12/06 19:08:10 - mmengine - INFO - Epoch(train) [27][3300/5005] lr: 8.8309e-02 eta: 1 day, 2:55:24 time: 0.2411 data_time: 0.0017 memory: 2855 loss: 1.9693 2022/12/06 19:08:34 - mmengine - INFO - Epoch(train) [27][3400/5005] lr: 8.8292e-02 eta: 1 day, 2:55:17 time: 0.2473 data_time: 0.0018 memory: 2855 loss: 1.7971 2022/12/06 19:08:59 - mmengine - INFO - Epoch(train) [27][3500/5005] lr: 8.8275e-02 eta: 1 day, 2:55:10 time: 0.2531 data_time: 0.0012 memory: 2855 loss: 2.0108 2022/12/06 19:09:24 - mmengine - INFO - Epoch(train) [27][3600/5005] lr: 8.8258e-02 eta: 1 day, 2:55:04 time: 0.2515 data_time: 0.0012 memory: 2855 loss: 2.0516 2022/12/06 19:09:45 - mmengine - INFO - Epoch(train) [27][3700/5005] lr: 8.8241e-02 eta: 1 day, 2:54:45 time: 0.2738 data_time: 0.0029 memory: 2855 loss: 1.9794 2022/12/06 19:10:10 - mmengine - INFO - Epoch(train) [27][3800/5005] lr: 8.8224e-02 eta: 1 day, 2:54:39 time: 0.2499 data_time: 0.0016 memory: 2855 loss: 2.0078 2022/12/06 19:10:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:10:35 - mmengine - INFO - Epoch(train) [27][3900/5005] lr: 8.8208e-02 eta: 1 day, 2:54:31 time: 0.2438 data_time: 0.0014 memory: 2855 loss: 2.0135 2022/12/06 19:11:00 - mmengine - INFO - Epoch(train) [27][4000/5005] lr: 8.8191e-02 eta: 1 day, 2:54:25 time: 0.2500 data_time: 0.0018 memory: 2855 loss: 2.0762 2022/12/06 19:11:25 - mmengine - INFO - Epoch(train) [27][4100/5005] lr: 8.8174e-02 eta: 1 day, 2:54:18 time: 0.2422 data_time: 0.0015 memory: 2855 loss: 2.0433 2022/12/06 19:11:50 - mmengine - INFO - Epoch(train) [27][4200/5005] lr: 8.8157e-02 eta: 1 day, 2:54:11 time: 0.2502 data_time: 0.0018 memory: 2855 loss: 1.9344 2022/12/06 19:12:14 - mmengine - INFO - Epoch(train) [27][4300/5005] lr: 8.8140e-02 eta: 1 day, 2:54:04 time: 0.2479 data_time: 0.0015 memory: 2855 loss: 2.0793 2022/12/06 19:12:39 - mmengine - INFO - Epoch(train) [27][4400/5005] lr: 8.8123e-02 eta: 1 day, 2:53:56 time: 0.2483 data_time: 0.0017 memory: 2855 loss: 1.9211 2022/12/06 19:13:04 - mmengine - INFO - Epoch(train) [27][4500/5005] lr: 8.8106e-02 eta: 1 day, 2:53:49 time: 0.2464 data_time: 0.0015 memory: 2855 loss: 1.7612 2022/12/06 19:13:29 - mmengine - INFO - Epoch(train) [27][4600/5005] lr: 8.8089e-02 eta: 1 day, 2:53:42 time: 0.2492 data_time: 0.0013 memory: 2855 loss: 2.0419 2022/12/06 19:13:53 - mmengine - INFO - Epoch(train) [27][4700/5005] lr: 8.8072e-02 eta: 1 day, 2:53:35 time: 0.2494 data_time: 0.0015 memory: 2855 loss: 1.8754 2022/12/06 19:14:18 - mmengine - INFO - Epoch(train) [27][4800/5005] lr: 8.8055e-02 eta: 1 day, 2:53:28 time: 0.2477 data_time: 0.0017 memory: 2855 loss: 2.0310 2022/12/06 19:14:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:14:43 - mmengine - INFO - Epoch(train) [27][4900/5005] lr: 8.8038e-02 eta: 1 day, 2:53:22 time: 0.2493 data_time: 0.0013 memory: 2855 loss: 2.0348 2022/12/06 19:15:08 - mmengine - INFO - Epoch(train) [27][5000/5005] lr: 8.8021e-02 eta: 1 day, 2:53:15 time: 0.2512 data_time: 0.0021 memory: 2855 loss: 2.0790 2022/12/06 19:15:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:15:09 - mmengine - INFO - Saving checkpoint at 27 epochs 2022/12/06 19:15:15 - mmengine - INFO - Epoch(val) [27][100/196] eta: 0:00:04 time: 0.0421 data_time: 0.0003 memory: 2855 2022/12/06 19:15:30 - mmengine - INFO - Epoch(val) [27][196/196] accuracy/top1: 58.8620 accuracy/top5: 82.6540 2022/12/06 19:15:56 - mmengine - INFO - Epoch(train) [28][ 100/5005] lr: 8.8003e-02 eta: 1 day, 2:53:10 time: 0.2471 data_time: 0.0015 memory: 2855 loss: 1.9256 2022/12/06 19:16:21 - mmengine - INFO - Epoch(train) [28][ 200/5005] lr: 8.7986e-02 eta: 1 day, 2:53:02 time: 0.2438 data_time: 0.0014 memory: 2855 loss: 1.9316 2022/12/06 19:16:46 - mmengine - INFO - Epoch(train) [28][ 300/5005] lr: 8.7969e-02 eta: 1 day, 2:52:55 time: 0.2479 data_time: 0.0017 memory: 2855 loss: 1.7925 2022/12/06 19:17:10 - mmengine - INFO - Epoch(train) [28][ 400/5005] lr: 8.7952e-02 eta: 1 day, 2:52:48 time: 0.2479 data_time: 0.0015 memory: 2855 loss: 1.8229 2022/12/06 19:17:35 - mmengine - INFO - Epoch(train) [28][ 500/5005] lr: 8.7935e-02 eta: 1 day, 2:52:41 time: 0.2447 data_time: 0.0019 memory: 2855 loss: 1.7998 2022/12/06 19:18:00 - mmengine - INFO - Epoch(train) [28][ 600/5005] lr: 8.7918e-02 eta: 1 day, 2:52:34 time: 0.2502 data_time: 0.0015 memory: 2855 loss: 1.9854 2022/12/06 19:18:25 - mmengine - INFO - Epoch(train) [28][ 700/5005] lr: 8.7901e-02 eta: 1 day, 2:52:27 time: 0.2440 data_time: 0.0017 memory: 2855 loss: 1.9205 2022/12/06 19:18:50 - mmengine - INFO - Epoch(train) [28][ 800/5005] lr: 8.7884e-02 eta: 1 day, 2:52:19 time: 0.2486 data_time: 0.0016 memory: 2855 loss: 1.8869 2022/12/06 19:19:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:19:15 - mmengine - INFO - Epoch(train) [28][ 900/5005] lr: 8.7867e-02 eta: 1 day, 2:52:11 time: 0.2420 data_time: 0.0016 memory: 2855 loss: 1.7006 2022/12/06 19:19:39 - mmengine - INFO - Epoch(train) [28][1000/5005] lr: 8.7850e-02 eta: 1 day, 2:52:04 time: 0.2462 data_time: 0.0017 memory: 2855 loss: 1.7770 2022/12/06 19:20:04 - mmengine - INFO - Epoch(train) [28][1100/5005] lr: 8.7833e-02 eta: 1 day, 2:51:57 time: 0.2475 data_time: 0.0016 memory: 2855 loss: 1.8599 2022/12/06 19:20:29 - mmengine - INFO - Epoch(train) [28][1200/5005] lr: 8.7816e-02 eta: 1 day, 2:51:49 time: 0.2401 data_time: 0.0018 memory: 2855 loss: 2.0226 2022/12/06 19:20:54 - mmengine - INFO - Epoch(train) [28][1300/5005] lr: 8.7799e-02 eta: 1 day, 2:51:41 time: 0.2550 data_time: 0.0013 memory: 2855 loss: 1.9327 2022/12/06 19:21:19 - mmengine - INFO - Epoch(train) [28][1400/5005] lr: 8.7782e-02 eta: 1 day, 2:51:34 time: 0.2480 data_time: 0.0012 memory: 2855 loss: 1.9661 2022/12/06 19:21:41 - mmengine - INFO - Epoch(train) [28][1500/5005] lr: 8.7765e-02 eta: 1 day, 2:51:17 time: 0.2558 data_time: 0.0052 memory: 2855 loss: 1.9382 2022/12/06 19:22:06 - mmengine - INFO - Epoch(train) [28][1600/5005] lr: 8.7747e-02 eta: 1 day, 2:51:10 time: 0.2499 data_time: 0.0015 memory: 2855 loss: 1.8674 2022/12/06 19:22:30 - mmengine - INFO - Epoch(train) [28][1700/5005] lr: 8.7730e-02 eta: 1 day, 2:51:02 time: 0.2449 data_time: 0.0017 memory: 2855 loss: 1.9009 2022/12/06 19:22:55 - mmengine - INFO - Epoch(train) [28][1800/5005] lr: 8.7713e-02 eta: 1 day, 2:50:55 time: 0.2502 data_time: 0.0016 memory: 2855 loss: 2.0134 2022/12/06 19:23:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:23:20 - mmengine - INFO - Epoch(train) [28][1900/5005] lr: 8.7696e-02 eta: 1 day, 2:50:46 time: 0.2421 data_time: 0.0016 memory: 2855 loss: 1.7181 2022/12/06 19:23:45 - mmengine - INFO - Epoch(train) [28][2000/5005] lr: 8.7679e-02 eta: 1 day, 2:50:39 time: 0.2526 data_time: 0.0018 memory: 2855 loss: 1.8426 2022/12/06 19:24:09 - mmengine - INFO - Epoch(train) [28][2100/5005] lr: 8.7661e-02 eta: 1 day, 2:50:31 time: 0.2449 data_time: 0.0019 memory: 2855 loss: 1.8599 2022/12/06 19:24:34 - mmengine - INFO - Epoch(train) [28][2200/5005] lr: 8.7644e-02 eta: 1 day, 2:50:23 time: 0.2460 data_time: 0.0018 memory: 2855 loss: 1.8136 2022/12/06 19:24:59 - mmengine - INFO - Epoch(train) [28][2300/5005] lr: 8.7627e-02 eta: 1 day, 2:50:16 time: 0.2552 data_time: 0.0017 memory: 2855 loss: 2.0533 2022/12/06 19:25:24 - mmengine - INFO - Epoch(train) [28][2400/5005] lr: 8.7610e-02 eta: 1 day, 2:50:08 time: 0.2457 data_time: 0.0015 memory: 2855 loss: 1.8342 2022/12/06 19:25:49 - mmengine - INFO - Epoch(train) [28][2500/5005] lr: 8.7593e-02 eta: 1 day, 2:50:00 time: 0.2495 data_time: 0.0018 memory: 2855 loss: 2.1104 2022/12/06 19:26:14 - mmengine - INFO - Epoch(train) [28][2600/5005] lr: 8.7575e-02 eta: 1 day, 2:49:53 time: 0.2494 data_time: 0.0017 memory: 2855 loss: 1.9560 2022/12/06 19:26:38 - mmengine - INFO - Epoch(train) [28][2700/5005] lr: 8.7558e-02 eta: 1 day, 2:49:45 time: 0.2446 data_time: 0.0015 memory: 2855 loss: 1.9802 2022/12/06 19:27:03 - mmengine - INFO - Epoch(train) [28][2800/5005] lr: 8.7541e-02 eta: 1 day, 2:49:37 time: 0.2477 data_time: 0.0012 memory: 2855 loss: 1.9418 2022/12/06 19:27:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:27:25 - mmengine - INFO - Epoch(train) [28][2900/5005] lr: 8.7524e-02 eta: 1 day, 2:49:20 time: 0.1692 data_time: 0.0049 memory: 2855 loss: 1.9436 2022/12/06 19:27:50 - mmengine - INFO - Epoch(train) [28][3000/5005] lr: 8.7506e-02 eta: 1 day, 2:49:12 time: 0.2503 data_time: 0.0014 memory: 2855 loss: 1.9990 2022/12/06 19:28:15 - mmengine - INFO - Epoch(train) [28][3100/5005] lr: 8.7489e-02 eta: 1 day, 2:49:04 time: 0.2422 data_time: 0.0014 memory: 2855 loss: 2.1095 2022/12/06 19:28:39 - mmengine - INFO - Epoch(train) [28][3200/5005] lr: 8.7472e-02 eta: 1 day, 2:48:56 time: 0.2485 data_time: 0.0017 memory: 2855 loss: 1.9424 2022/12/06 19:29:04 - mmengine - INFO - Epoch(train) [28][3300/5005] lr: 8.7454e-02 eta: 1 day, 2:48:48 time: 0.2487 data_time: 0.0016 memory: 2855 loss: 2.0653 2022/12/06 19:29:29 - mmengine - INFO - Epoch(train) [28][3400/5005] lr: 8.7437e-02 eta: 1 day, 2:48:40 time: 0.2502 data_time: 0.0014 memory: 2855 loss: 1.9911 2022/12/06 19:29:54 - mmengine - INFO - Epoch(train) [28][3500/5005] lr: 8.7420e-02 eta: 1 day, 2:48:32 time: 0.2485 data_time: 0.0020 memory: 2855 loss: 1.8808 2022/12/06 19:30:19 - mmengine - INFO - Epoch(train) [28][3600/5005] lr: 8.7402e-02 eta: 1 day, 2:48:24 time: 0.2496 data_time: 0.0017 memory: 2855 loss: 1.8586 2022/12/06 19:30:43 - mmengine - INFO - Epoch(train) [28][3700/5005] lr: 8.7385e-02 eta: 1 day, 2:48:15 time: 0.2394 data_time: 0.0017 memory: 2855 loss: 1.9595 2022/12/06 19:31:08 - mmengine - INFO - Epoch(train) [28][3800/5005] lr: 8.7368e-02 eta: 1 day, 2:48:07 time: 0.2462 data_time: 0.0019 memory: 2855 loss: 2.0186 2022/12/06 19:31:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:31:33 - mmengine - INFO - Epoch(train) [28][3900/5005] lr: 8.7350e-02 eta: 1 day, 2:47:59 time: 0.2480 data_time: 0.0019 memory: 2855 loss: 2.1037 2022/12/06 19:31:58 - mmengine - INFO - Epoch(train) [28][4000/5005] lr: 8.7333e-02 eta: 1 day, 2:47:51 time: 0.2405 data_time: 0.0019 memory: 2855 loss: 1.9418 2022/12/06 19:32:23 - mmengine - INFO - Epoch(train) [28][4100/5005] lr: 8.7315e-02 eta: 1 day, 2:47:43 time: 0.2432 data_time: 0.0016 memory: 2855 loss: 2.0389 2022/12/06 19:32:48 - mmengine - INFO - Epoch(train) [28][4200/5005] lr: 8.7298e-02 eta: 1 day, 2:47:35 time: 0.2550 data_time: 0.0012 memory: 2855 loss: 2.1248 2022/12/06 19:33:12 - mmengine - INFO - Epoch(train) [28][4300/5005] lr: 8.7281e-02 eta: 1 day, 2:47:27 time: 0.2470 data_time: 0.0012 memory: 2855 loss: 2.0790 2022/12/06 19:33:34 - mmengine - INFO - Epoch(train) [28][4400/5005] lr: 8.7263e-02 eta: 1 day, 2:47:09 time: 0.2661 data_time: 0.0034 memory: 2855 loss: 2.0828 2022/12/06 19:33:59 - mmengine - INFO - Epoch(train) [28][4500/5005] lr: 8.7246e-02 eta: 1 day, 2:47:01 time: 0.2502 data_time: 0.0013 memory: 2855 loss: 1.8350 2022/12/06 19:34:24 - mmengine - INFO - Epoch(train) [28][4600/5005] lr: 8.7228e-02 eta: 1 day, 2:46:52 time: 0.2447 data_time: 0.0015 memory: 2855 loss: 2.0779 2022/12/06 19:34:49 - mmengine - INFO - Epoch(train) [28][4700/5005] lr: 8.7211e-02 eta: 1 day, 2:46:44 time: 0.2489 data_time: 0.0016 memory: 2855 loss: 2.1690 2022/12/06 19:35:13 - mmengine - INFO - Epoch(train) [28][4800/5005] lr: 8.7193e-02 eta: 1 day, 2:46:36 time: 0.2427 data_time: 0.0016 memory: 2855 loss: 1.8036 2022/12/06 19:35:30 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:35:38 - mmengine - INFO - Epoch(train) [28][4900/5005] lr: 8.7176e-02 eta: 1 day, 2:46:28 time: 0.2484 data_time: 0.0017 memory: 2855 loss: 1.9814 2022/12/06 19:36:03 - mmengine - INFO - Epoch(train) [28][5000/5005] lr: 8.7158e-02 eta: 1 day, 2:46:19 time: 0.2458 data_time: 0.0027 memory: 2855 loss: 1.9944 2022/12/06 19:36:04 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:36:04 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/12/06 19:36:13 - mmengine - INFO - Epoch(val) [28][100/196] eta: 0:00:06 time: 0.0697 data_time: 0.0337 memory: 2855 2022/12/06 19:36:29 - mmengine - INFO - Epoch(val) [28][196/196] accuracy/top1: 60.4200 accuracy/top5: 83.6960 2022/12/06 19:36:54 - mmengine - INFO - Epoch(train) [29][ 100/5005] lr: 8.7140e-02 eta: 1 day, 2:46:12 time: 0.2474 data_time: 0.0016 memory: 2855 loss: 2.0086 2022/12/06 19:37:19 - mmengine - INFO - Epoch(train) [29][ 200/5005] lr: 8.7122e-02 eta: 1 day, 2:46:03 time: 0.2432 data_time: 0.0017 memory: 2855 loss: 2.0154 2022/12/06 19:37:44 - mmengine - INFO - Epoch(train) [29][ 300/5005] lr: 8.7105e-02 eta: 1 day, 2:45:55 time: 0.2506 data_time: 0.0016 memory: 2855 loss: 2.0016 2022/12/06 19:38:09 - mmengine - INFO - Epoch(train) [29][ 400/5005] lr: 8.7087e-02 eta: 1 day, 2:45:46 time: 0.2479 data_time: 0.0018 memory: 2855 loss: 2.0236 2022/12/06 19:38:33 - mmengine - INFO - Epoch(train) [29][ 500/5005] lr: 8.7070e-02 eta: 1 day, 2:45:37 time: 0.2461 data_time: 0.0017 memory: 2855 loss: 1.9288 2022/12/06 19:38:58 - mmengine - INFO - Epoch(train) [29][ 600/5005] lr: 8.7052e-02 eta: 1 day, 2:45:29 time: 0.2543 data_time: 0.0012 memory: 2855 loss: 2.1732 2022/12/06 19:39:19 - mmengine - INFO - Epoch(train) [29][ 700/5005] lr: 8.7035e-02 eta: 1 day, 2:45:08 time: 0.1761 data_time: 0.0073 memory: 2855 loss: 2.1035 2022/12/06 19:39:45 - mmengine - INFO - Epoch(train) [29][ 800/5005] lr: 8.7017e-02 eta: 1 day, 2:45:01 time: 0.2396 data_time: 0.0014 memory: 2855 loss: 2.0087 2022/12/06 19:40:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:40:09 - mmengine - INFO - Epoch(train) [29][ 900/5005] lr: 8.7000e-02 eta: 1 day, 2:44:53 time: 0.2504 data_time: 0.0017 memory: 2855 loss: 1.7669 2022/12/06 19:40:34 - mmengine - INFO - Epoch(train) [29][1000/5005] lr: 8.6982e-02 eta: 1 day, 2:44:44 time: 0.2569 data_time: 0.0017 memory: 2855 loss: 1.9830 2022/12/06 19:40:59 - mmengine - INFO - Epoch(train) [29][1100/5005] lr: 8.6964e-02 eta: 1 day, 2:44:35 time: 0.2436 data_time: 0.0017 memory: 2855 loss: 1.8730 2022/12/06 19:41:24 - mmengine - INFO - Epoch(train) [29][1200/5005] lr: 8.6947e-02 eta: 1 day, 2:44:26 time: 0.2490 data_time: 0.0020 memory: 2855 loss: 1.8907 2022/12/06 19:41:49 - mmengine - INFO - Epoch(train) [29][1300/5005] lr: 8.6929e-02 eta: 1 day, 2:44:18 time: 0.2464 data_time: 0.0019 memory: 2855 loss: 2.0450 2022/12/06 19:42:13 - mmengine - INFO - Epoch(train) [29][1400/5005] lr: 8.6911e-02 eta: 1 day, 2:44:09 time: 0.2504 data_time: 0.0018 memory: 2855 loss: 1.9338 2022/12/06 19:42:38 - mmengine - INFO - Epoch(train) [29][1500/5005] lr: 8.6894e-02 eta: 1 day, 2:44:00 time: 0.2385 data_time: 0.0017 memory: 2855 loss: 1.9876 2022/12/06 19:43:03 - mmengine - INFO - Epoch(train) [29][1600/5005] lr: 8.6876e-02 eta: 1 day, 2:43:51 time: 0.2506 data_time: 0.0016 memory: 2855 loss: 1.8566 2022/12/06 19:43:28 - mmengine - INFO - Epoch(train) [29][1700/5005] lr: 8.6858e-02 eta: 1 day, 2:43:42 time: 0.2445 data_time: 0.0020 memory: 2855 loss: 2.0054 2022/12/06 19:43:52 - mmengine - INFO - Epoch(train) [29][1800/5005] lr: 8.6841e-02 eta: 1 day, 2:43:33 time: 0.2492 data_time: 0.0017 memory: 2855 loss: 1.8269 2022/12/06 19:44:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:44:17 - mmengine - INFO - Epoch(train) [29][1900/5005] lr: 8.6823e-02 eta: 1 day, 2:43:24 time: 0.2477 data_time: 0.0017 memory: 2855 loss: 1.8827 2022/12/06 19:44:42 - mmengine - INFO - Epoch(train) [29][2000/5005] lr: 8.6805e-02 eta: 1 day, 2:43:15 time: 0.2412 data_time: 0.0013 memory: 2855 loss: 1.7990 2022/12/06 19:45:07 - mmengine - INFO - Epoch(train) [29][2100/5005] lr: 8.6788e-02 eta: 1 day, 2:43:06 time: 0.2427 data_time: 0.0012 memory: 2855 loss: 1.9761 2022/12/06 19:45:28 - mmengine - INFO - Epoch(train) [29][2200/5005] lr: 8.6770e-02 eta: 1 day, 2:42:48 time: 0.2548 data_time: 0.0025 memory: 2855 loss: 1.9842 2022/12/06 19:45:53 - mmengine - INFO - Epoch(train) [29][2300/5005] lr: 8.6752e-02 eta: 1 day, 2:42:39 time: 0.2500 data_time: 0.0015 memory: 2855 loss: 2.1190 2022/12/06 19:46:18 - mmengine - INFO - Epoch(train) [29][2400/5005] lr: 8.6734e-02 eta: 1 day, 2:42:30 time: 0.2482 data_time: 0.0015 memory: 2855 loss: 1.7981 2022/12/06 19:46:43 - mmengine - INFO - Epoch(train) [29][2500/5005] lr: 8.6717e-02 eta: 1 day, 2:42:21 time: 0.2506 data_time: 0.0014 memory: 2855 loss: 2.0173 2022/12/06 19:47:08 - mmengine - INFO - Epoch(train) [29][2600/5005] lr: 8.6699e-02 eta: 1 day, 2:42:12 time: 0.2489 data_time: 0.0017 memory: 2855 loss: 2.0962 2022/12/06 19:47:32 - mmengine - INFO - Epoch(train) [29][2700/5005] lr: 8.6681e-02 eta: 1 day, 2:42:03 time: 0.2489 data_time: 0.0015 memory: 2855 loss: 2.1399 2022/12/06 19:47:57 - mmengine - INFO - Epoch(train) [29][2800/5005] lr: 8.6663e-02 eta: 1 day, 2:41:54 time: 0.2498 data_time: 0.0014 memory: 2855 loss: 1.9418 2022/12/06 19:48:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:48:22 - mmengine - INFO - Epoch(train) [29][2900/5005] lr: 8.6646e-02 eta: 1 day, 2:41:44 time: 0.2359 data_time: 0.0017 memory: 2855 loss: 1.9842 2022/12/06 19:48:47 - mmengine - INFO - Epoch(train) [29][3000/5005] lr: 8.6628e-02 eta: 1 day, 2:41:35 time: 0.2611 data_time: 0.0017 memory: 2855 loss: 2.0462 2022/12/06 19:49:11 - mmengine - INFO - Epoch(train) [29][3100/5005] lr: 8.6610e-02 eta: 1 day, 2:41:26 time: 0.2465 data_time: 0.0016 memory: 2855 loss: 2.1398 2022/12/06 19:49:36 - mmengine - INFO - Epoch(train) [29][3200/5005] lr: 8.6592e-02 eta: 1 day, 2:41:17 time: 0.2488 data_time: 0.0017 memory: 2855 loss: 2.2601 2022/12/06 19:50:01 - mmengine - INFO - Epoch(train) [29][3300/5005] lr: 8.6574e-02 eta: 1 day, 2:41:07 time: 0.2391 data_time: 0.0016 memory: 2855 loss: 2.1590 2022/12/06 19:50:26 - mmengine - INFO - Epoch(train) [29][3400/5005] lr: 8.6557e-02 eta: 1 day, 2:40:58 time: 0.2476 data_time: 0.0016 memory: 2855 loss: 1.9611 2022/12/06 19:50:51 - mmengine - INFO - Epoch(train) [29][3500/5005] lr: 8.6539e-02 eta: 1 day, 2:40:49 time: 0.2520 data_time: 0.0012 memory: 2855 loss: 1.8215 2022/12/06 19:51:13 - mmengine - INFO - Epoch(train) [29][3600/5005] lr: 8.6521e-02 eta: 1 day, 2:40:32 time: 0.1833 data_time: 0.0036 memory: 2855 loss: 1.9712 2022/12/06 19:51:37 - mmengine - INFO - Epoch(train) [29][3700/5005] lr: 8.6503e-02 eta: 1 day, 2:40:21 time: 0.2430 data_time: 0.0013 memory: 2855 loss: 1.8548 2022/12/06 19:52:02 - mmengine - INFO - Epoch(train) [29][3800/5005] lr: 8.6485e-02 eta: 1 day, 2:40:12 time: 0.2483 data_time: 0.0016 memory: 2855 loss: 2.0464 2022/12/06 19:52:17 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:52:27 - mmengine - INFO - Epoch(train) [29][3900/5005] lr: 8.6467e-02 eta: 1 day, 2:40:03 time: 0.2427 data_time: 0.0016 memory: 2855 loss: 1.9911 2022/12/06 19:52:51 - mmengine - INFO - Epoch(train) [29][4000/5005] lr: 8.6449e-02 eta: 1 day, 2:39:53 time: 0.2457 data_time: 0.0017 memory: 2855 loss: 1.9231 2022/12/06 19:53:16 - mmengine - INFO - Epoch(train) [29][4100/5005] lr: 8.6431e-02 eta: 1 day, 2:39:44 time: 0.2386 data_time: 0.0016 memory: 2855 loss: 1.9330 2022/12/06 19:53:41 - mmengine - INFO - Epoch(train) [29][4200/5005] lr: 8.6414e-02 eta: 1 day, 2:39:35 time: 0.2507 data_time: 0.0017 memory: 2855 loss: 1.9188 2022/12/06 19:54:06 - mmengine - INFO - Epoch(train) [29][4300/5005] lr: 8.6396e-02 eta: 1 day, 2:39:25 time: 0.2429 data_time: 0.0016 memory: 2855 loss: 2.0146 2022/12/06 19:54:31 - mmengine - INFO - Epoch(train) [29][4400/5005] lr: 8.6378e-02 eta: 1 day, 2:39:16 time: 0.2477 data_time: 0.0017 memory: 2855 loss: 1.9590 2022/12/06 19:54:55 - mmengine - INFO - Epoch(train) [29][4500/5005] lr: 8.6360e-02 eta: 1 day, 2:39:06 time: 0.2410 data_time: 0.0017 memory: 2855 loss: 2.0480 2022/12/06 19:55:20 - mmengine - INFO - Epoch(train) [29][4600/5005] lr: 8.6342e-02 eta: 1 day, 2:38:57 time: 0.2522 data_time: 0.0017 memory: 2855 loss: 1.8841 2022/12/06 19:55:45 - mmengine - INFO - Epoch(train) [29][4700/5005] lr: 8.6324e-02 eta: 1 day, 2:38:47 time: 0.2474 data_time: 0.0018 memory: 2855 loss: 2.1274 2022/12/06 19:56:10 - mmengine - INFO - Epoch(train) [29][4800/5005] lr: 8.6306e-02 eta: 1 day, 2:38:38 time: 0.2508 data_time: 0.0017 memory: 2855 loss: 2.1191 2022/12/06 19:56:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:56:35 - mmengine - INFO - Epoch(train) [29][4900/5005] lr: 8.6288e-02 eta: 1 day, 2:38:29 time: 0.2483 data_time: 0.0012 memory: 2855 loss: 1.8328 2022/12/06 19:56:59 - mmengine - INFO - Epoch(train) [29][5000/5005] lr: 8.6270e-02 eta: 1 day, 2:38:19 time: 0.2518 data_time: 0.0022 memory: 2855 loss: 2.0582 2022/12/06 19:57:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 19:57:01 - mmengine - INFO - Saving checkpoint at 29 epochs 2022/12/06 19:57:12 - mmengine - INFO - Epoch(val) [29][100/196] eta: 0:00:09 time: 0.1272 data_time: 0.0909 memory: 2855 2022/12/06 19:57:34 - mmengine - INFO - Epoch(val) [29][196/196] accuracy/top1: 59.2860 accuracy/top5: 82.8540 2022/12/06 19:57:59 - mmengine - INFO - Epoch(train) [30][ 100/5005] lr: 8.6251e-02 eta: 1 day, 2:38:10 time: 0.2518 data_time: 0.0013 memory: 2855 loss: 2.0522 2022/12/06 19:58:24 - mmengine - INFO - Epoch(train) [30][ 200/5005] lr: 8.6233e-02 eta: 1 day, 2:38:01 time: 0.2478 data_time: 0.0014 memory: 2855 loss: 2.0937 2022/12/06 19:58:48 - mmengine - INFO - Epoch(train) [30][ 300/5005] lr: 8.6215e-02 eta: 1 day, 2:37:51 time: 0.2398 data_time: 0.0018 memory: 2855 loss: 1.8845 2022/12/06 19:59:13 - mmengine - INFO - Epoch(train) [30][ 400/5005] lr: 8.6197e-02 eta: 1 day, 2:37:41 time: 0.2473 data_time: 0.0017 memory: 2855 loss: 1.9605 2022/12/06 19:59:38 - mmengine - INFO - Epoch(train) [30][ 500/5005] lr: 8.6179e-02 eta: 1 day, 2:37:32 time: 0.2456 data_time: 0.0017 memory: 2855 loss: 1.9244 2022/12/06 20:00:03 - mmengine - INFO - Epoch(train) [30][ 600/5005] lr: 8.6161e-02 eta: 1 day, 2:37:22 time: 0.2493 data_time: 0.0015 memory: 2855 loss: 2.0195 2022/12/06 20:00:27 - mmengine - INFO - Epoch(train) [30][ 700/5005] lr: 8.6143e-02 eta: 1 day, 2:37:12 time: 0.2428 data_time: 0.0016 memory: 2855 loss: 2.0420 2022/12/06 20:00:52 - mmengine - INFO - Epoch(train) [30][ 800/5005] lr: 8.6125e-02 eta: 1 day, 2:37:02 time: 0.2487 data_time: 0.0015 memory: 2855 loss: 1.9199 2022/12/06 20:01:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:01:17 - mmengine - INFO - Epoch(train) [30][ 900/5005] lr: 8.6106e-02 eta: 1 day, 2:36:53 time: 0.2522 data_time: 0.0017 memory: 2855 loss: 2.1994 2022/12/06 20:01:42 - mmengine - INFO - Epoch(train) [30][1000/5005] lr: 8.6088e-02 eta: 1 day, 2:36:43 time: 0.2521 data_time: 0.0017 memory: 2855 loss: 1.8624 2022/12/06 20:02:06 - mmengine - INFO - Epoch(train) [30][1100/5005] lr: 8.6070e-02 eta: 1 day, 2:36:33 time: 0.2402 data_time: 0.0016 memory: 2855 loss: 1.7565 2022/12/06 20:02:31 - mmengine - INFO - Epoch(train) [30][1200/5005] lr: 8.6052e-02 eta: 1 day, 2:36:23 time: 0.2537 data_time: 0.0012 memory: 2855 loss: 1.8475 2022/12/06 20:02:56 - mmengine - INFO - Epoch(train) [30][1300/5005] lr: 8.6034e-02 eta: 1 day, 2:36:14 time: 0.2457 data_time: 0.0014 memory: 2855 loss: 1.9715 2022/12/06 20:03:18 - mmengine - INFO - Epoch(train) [30][1400/5005] lr: 8.6016e-02 eta: 1 day, 2:35:55 time: 0.2523 data_time: 0.0054 memory: 2855 loss: 1.8846 2022/12/06 20:03:43 - mmengine - INFO - Epoch(train) [30][1500/5005] lr: 8.5998e-02 eta: 1 day, 2:35:46 time: 0.2507 data_time: 0.0015 memory: 2855 loss: 2.0796 2022/12/06 20:04:08 - mmengine - INFO - Epoch(train) [30][1600/5005] lr: 8.5980e-02 eta: 1 day, 2:35:36 time: 0.2428 data_time: 0.0016 memory: 2855 loss: 1.8471 2022/12/06 20:04:33 - mmengine - INFO - Epoch(train) [30][1700/5005] lr: 8.5961e-02 eta: 1 day, 2:35:26 time: 0.2480 data_time: 0.0016 memory: 2855 loss: 1.7479 2022/12/06 20:04:57 - mmengine - INFO - Epoch(train) [30][1800/5005] lr: 8.5943e-02 eta: 1 day, 2:35:16 time: 0.2511 data_time: 0.0015 memory: 2855 loss: 1.9689 2022/12/06 20:05:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:05:22 - mmengine - INFO - Epoch(train) [30][1900/5005] lr: 8.5925e-02 eta: 1 day, 2:35:06 time: 0.2441 data_time: 0.0016 memory: 2855 loss: 1.8357 2022/12/06 20:05:47 - mmengine - INFO - Epoch(train) [30][2000/5005] lr: 8.5907e-02 eta: 1 day, 2:34:55 time: 0.2491 data_time: 0.0018 memory: 2855 loss: 2.1215 2022/12/06 20:06:12 - mmengine - INFO - Epoch(train) [30][2100/5005] lr: 8.5889e-02 eta: 1 day, 2:34:46 time: 0.2488 data_time: 0.0016 memory: 2855 loss: 1.9280 2022/12/06 20:06:36 - mmengine - INFO - Epoch(train) [30][2200/5005] lr: 8.5870e-02 eta: 1 day, 2:34:35 time: 0.2404 data_time: 0.0015 memory: 2855 loss: 1.9302 2022/12/06 20:07:01 - mmengine - INFO - Epoch(train) [30][2300/5005] lr: 8.5852e-02 eta: 1 day, 2:34:25 time: 0.2480 data_time: 0.0016 memory: 2855 loss: 2.0241 2022/12/06 20:07:26 - mmengine - INFO - Epoch(train) [30][2400/5005] lr: 8.5834e-02 eta: 1 day, 2:34:15 time: 0.2506 data_time: 0.0018 memory: 2855 loss: 1.8285 2022/12/06 20:07:50 - mmengine - INFO - Epoch(train) [30][2500/5005] lr: 8.5816e-02 eta: 1 day, 2:34:05 time: 0.2492 data_time: 0.0019 memory: 2855 loss: 1.9204 2022/12/06 20:08:15 - mmengine - INFO - Epoch(train) [30][2600/5005] lr: 8.5797e-02 eta: 1 day, 2:33:55 time: 0.2497 data_time: 0.0017 memory: 2855 loss: 1.8740 2022/12/06 20:08:40 - mmengine - INFO - Epoch(train) [30][2700/5005] lr: 8.5779e-02 eta: 1 day, 2:33:45 time: 0.2532 data_time: 0.0012 memory: 2855 loss: 1.9175 2022/12/06 20:09:02 - mmengine - INFO - Epoch(train) [30][2800/5005] lr: 8.5761e-02 eta: 1 day, 2:33:26 time: 0.1648 data_time: 0.0027 memory: 2855 loss: 1.9801 2022/12/06 20:09:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:09:27 - mmengine - INFO - Epoch(train) [30][2900/5005] lr: 8.5743e-02 eta: 1 day, 2:33:16 time: 0.2507 data_time: 0.0013 memory: 2855 loss: 2.0678 2022/12/06 20:09:52 - mmengine - INFO - Epoch(train) [30][3000/5005] lr: 8.5724e-02 eta: 1 day, 2:33:06 time: 0.2409 data_time: 0.0015 memory: 2855 loss: 2.0131 2022/12/06 20:10:17 - mmengine - INFO - Epoch(train) [30][3100/5005] lr: 8.5706e-02 eta: 1 day, 2:32:57 time: 0.2515 data_time: 0.0015 memory: 2855 loss: 1.9161 2022/12/06 20:10:41 - mmengine - INFO - Epoch(train) [30][3200/5005] lr: 8.5688e-02 eta: 1 day, 2:32:47 time: 0.2509 data_time: 0.0019 memory: 2855 loss: 2.0041 2022/12/06 20:11:06 - mmengine - INFO - Epoch(train) [30][3300/5005] lr: 8.5669e-02 eta: 1 day, 2:32:37 time: 0.2518 data_time: 0.0017 memory: 2855 loss: 1.7883 2022/12/06 20:11:31 - mmengine - INFO - Epoch(train) [30][3400/5005] lr: 8.5651e-02 eta: 1 day, 2:32:26 time: 0.2517 data_time: 0.0018 memory: 2855 loss: 1.7799 2022/12/06 20:11:56 - mmengine - INFO - Epoch(train) [30][3500/5005] lr: 8.5633e-02 eta: 1 day, 2:32:16 time: 0.2468 data_time: 0.0017 memory: 2855 loss: 1.9444 2022/12/06 20:12:21 - mmengine - INFO - Epoch(train) [30][3600/5005] lr: 8.5614e-02 eta: 1 day, 2:32:06 time: 0.2524 data_time: 0.0019 memory: 2855 loss: 1.9342 2022/12/06 20:12:45 - mmengine - INFO - Epoch(train) [30][3700/5005] lr: 8.5596e-02 eta: 1 day, 2:31:56 time: 0.2493 data_time: 0.0018 memory: 2855 loss: 2.1119 2022/12/06 20:13:10 - mmengine - INFO - Epoch(train) [30][3800/5005] lr: 8.5578e-02 eta: 1 day, 2:31:45 time: 0.2468 data_time: 0.0017 memory: 2855 loss: 2.0657 2022/12/06 20:13:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:13:35 - mmengine - INFO - Epoch(train) [30][3900/5005] lr: 8.5559e-02 eta: 1 day, 2:31:35 time: 0.2481 data_time: 0.0017 memory: 2855 loss: 1.8840 2022/12/06 20:14:00 - mmengine - INFO - Epoch(train) [30][4000/5005] lr: 8.5541e-02 eta: 1 day, 2:31:24 time: 0.2457 data_time: 0.0018 memory: 2855 loss: 1.9410 2022/12/06 20:14:25 - mmengine - INFO - Epoch(train) [30][4100/5005] lr: 8.5522e-02 eta: 1 day, 2:31:14 time: 0.2468 data_time: 0.0013 memory: 2855 loss: 2.1005 2022/12/06 20:14:50 - mmengine - INFO - Epoch(train) [30][4200/5005] lr: 8.5504e-02 eta: 1 day, 2:31:05 time: 0.2516 data_time: 0.0013 memory: 2855 loss: 1.9423 2022/12/06 20:15:11 - mmengine - INFO - Epoch(train) [30][4300/5005] lr: 8.5486e-02 eta: 1 day, 2:30:45 time: 0.2668 data_time: 0.0055 memory: 2855 loss: 2.1281 2022/12/06 20:15:36 - mmengine - INFO - Epoch(train) [30][4400/5005] lr: 8.5467e-02 eta: 1 day, 2:30:35 time: 0.2453 data_time: 0.0013 memory: 2855 loss: 1.9688 2022/12/06 20:16:01 - mmengine - INFO - Epoch(train) [30][4500/5005] lr: 8.5449e-02 eta: 1 day, 2:30:25 time: 0.2509 data_time: 0.0016 memory: 2855 loss: 2.1309 2022/12/06 20:16:26 - mmengine - INFO - Epoch(train) [30][4600/5005] lr: 8.5430e-02 eta: 1 day, 2:30:14 time: 0.2490 data_time: 0.0017 memory: 2855 loss: 1.9488 2022/12/06 20:16:50 - mmengine - INFO - Epoch(train) [30][4700/5005] lr: 8.5412e-02 eta: 1 day, 2:30:04 time: 0.2468 data_time: 0.0016 memory: 2855 loss: 1.9625 2022/12/06 20:17:15 - mmengine - INFO - Epoch(train) [30][4800/5005] lr: 8.5393e-02 eta: 1 day, 2:29:53 time: 0.2405 data_time: 0.0018 memory: 2855 loss: 1.8144 2022/12/06 20:17:29 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:17:40 - mmengine - INFO - Epoch(train) [30][4900/5005] lr: 8.5375e-02 eta: 1 day, 2:29:43 time: 0.2517 data_time: 0.0022 memory: 2855 loss: 2.0798 2022/12/06 20:18:05 - mmengine - INFO - Epoch(train) [30][5000/5005] lr: 8.5356e-02 eta: 1 day, 2:29:32 time: 0.2414 data_time: 0.0026 memory: 2855 loss: 1.9774 2022/12/06 20:18:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:18:06 - mmengine - INFO - Saving checkpoint at 30 epochs 2022/12/06 20:18:15 - mmengine - INFO - Epoch(val) [30][100/196] eta: 0:00:07 time: 0.0666 data_time: 0.0264 memory: 2855 2022/12/06 20:18:32 - mmengine - INFO - Epoch(val) [30][196/196] accuracy/top1: 60.8400 accuracy/top5: 83.9340 2022/12/06 20:18:57 - mmengine - INFO - Epoch(train) [31][ 100/5005] lr: 8.5337e-02 eta: 1 day, 2:29:22 time: 0.2437 data_time: 0.0015 memory: 2855 loss: 1.7562 2022/12/06 20:19:22 - mmengine - INFO - Epoch(train) [31][ 200/5005] lr: 8.5319e-02 eta: 1 day, 2:29:12 time: 0.2479 data_time: 0.0017 memory: 2855 loss: 1.8146 2022/12/06 20:19:46 - mmengine - INFO - Epoch(train) [31][ 300/5005] lr: 8.5300e-02 eta: 1 day, 2:29:01 time: 0.2398 data_time: 0.0019 memory: 2855 loss: 1.7409 2022/12/06 20:20:11 - mmengine - INFO - Epoch(train) [31][ 400/5005] lr: 8.5281e-02 eta: 1 day, 2:28:50 time: 0.2484 data_time: 0.0015 memory: 2855 loss: 1.9726 2022/12/06 20:20:36 - mmengine - INFO - Epoch(train) [31][ 500/5005] lr: 8.5263e-02 eta: 1 day, 2:28:40 time: 0.2511 data_time: 0.0014 memory: 2855 loss: 2.0045 2022/12/06 20:20:57 - mmengine - INFO - Epoch(train) [31][ 600/5005] lr: 8.5244e-02 eta: 1 day, 2:28:17 time: 0.2316 data_time: 0.0059 memory: 2855 loss: 1.7879 2022/12/06 20:21:22 - mmengine - INFO - Epoch(train) [31][ 700/5005] lr: 8.5226e-02 eta: 1 day, 2:28:08 time: 0.2495 data_time: 0.0015 memory: 2855 loss: 1.9608 2022/12/06 20:21:47 - mmengine - INFO - Epoch(train) [31][ 800/5005] lr: 8.5207e-02 eta: 1 day, 2:27:58 time: 0.2487 data_time: 0.0016 memory: 2855 loss: 1.9825 2022/12/06 20:21:59 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:22:12 - mmengine - INFO - Epoch(train) [31][ 900/5005] lr: 8.5189e-02 eta: 1 day, 2:27:47 time: 0.2440 data_time: 0.0017 memory: 2855 loss: 1.9630 2022/12/06 20:22:36 - mmengine - INFO - Epoch(train) [31][1000/5005] lr: 8.5170e-02 eta: 1 day, 2:27:36 time: 0.2412 data_time: 0.0016 memory: 2855 loss: 2.1230 2022/12/06 20:23:01 - mmengine - INFO - Epoch(train) [31][1100/5005] lr: 8.5152e-02 eta: 1 day, 2:27:26 time: 0.2502 data_time: 0.0017 memory: 2855 loss: 2.0142 2022/12/06 20:23:26 - mmengine - INFO - Epoch(train) [31][1200/5005] lr: 8.5133e-02 eta: 1 day, 2:27:15 time: 0.2483 data_time: 0.0016 memory: 2855 loss: 1.7431 2022/12/06 20:23:51 - mmengine - INFO - Epoch(train) [31][1300/5005] lr: 8.5114e-02 eta: 1 day, 2:27:04 time: 0.2458 data_time: 0.0018 memory: 2855 loss: 2.0912 2022/12/06 20:24:15 - mmengine - INFO - Epoch(train) [31][1400/5005] lr: 8.5096e-02 eta: 1 day, 2:26:53 time: 0.2468 data_time: 0.0018 memory: 2855 loss: 1.9533 2022/12/06 20:24:40 - mmengine - INFO - Epoch(train) [31][1500/5005] lr: 8.5077e-02 eta: 1 day, 2:26:43 time: 0.2608 data_time: 0.0018 memory: 2855 loss: 1.9370 2022/12/06 20:25:05 - mmengine - INFO - Epoch(train) [31][1600/5005] lr: 8.5058e-02 eta: 1 day, 2:26:32 time: 0.2423 data_time: 0.0018 memory: 2855 loss: 1.9786 2022/12/06 20:25:30 - mmengine - INFO - Epoch(train) [31][1700/5005] lr: 8.5040e-02 eta: 1 day, 2:26:22 time: 0.2488 data_time: 0.0018 memory: 2855 loss: 1.9364 2022/12/06 20:25:55 - mmengine - INFO - Epoch(train) [31][1800/5005] lr: 8.5021e-02 eta: 1 day, 2:26:11 time: 0.2405 data_time: 0.0016 memory: 2855 loss: 1.9801 2022/12/06 20:26:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:26:20 - mmengine - INFO - Epoch(train) [31][1900/5005] lr: 8.5002e-02 eta: 1 day, 2:26:00 time: 0.2495 data_time: 0.0013 memory: 2855 loss: 1.9184 2022/12/06 20:26:45 - mmengine - INFO - Epoch(train) [31][2000/5005] lr: 8.4984e-02 eta: 1 day, 2:25:50 time: 0.2449 data_time: 0.0012 memory: 2855 loss: 1.9674 2022/12/06 20:27:06 - mmengine - INFO - Epoch(train) [31][2100/5005] lr: 8.4965e-02 eta: 1 day, 2:25:28 time: 0.2372 data_time: 0.0023 memory: 2855 loss: 1.9964 2022/12/06 20:27:31 - mmengine - INFO - Epoch(train) [31][2200/5005] lr: 8.4946e-02 eta: 1 day, 2:25:17 time: 0.2508 data_time: 0.0015 memory: 2855 loss: 1.9843 2022/12/06 20:27:55 - mmengine - INFO - Epoch(train) [31][2300/5005] lr: 8.4928e-02 eta: 1 day, 2:25:06 time: 0.2459 data_time: 0.0016 memory: 2855 loss: 1.9297 2022/12/06 20:28:20 - mmengine - INFO - Epoch(train) [31][2400/5005] lr: 8.4909e-02 eta: 1 day, 2:24:55 time: 0.2505 data_time: 0.0016 memory: 2855 loss: 2.0126 2022/12/06 20:28:45 - mmengine - INFO - Epoch(train) [31][2500/5005] lr: 8.4890e-02 eta: 1 day, 2:24:44 time: 0.2480 data_time: 0.0017 memory: 2855 loss: 2.0129 2022/12/06 20:29:10 - mmengine - INFO - Epoch(train) [31][2600/5005] lr: 8.4871e-02 eta: 1 day, 2:24:33 time: 0.2504 data_time: 0.0015 memory: 2855 loss: 1.6853 2022/12/06 20:29:34 - mmengine - INFO - Epoch(train) [31][2700/5005] lr: 8.4853e-02 eta: 1 day, 2:24:23 time: 0.2510 data_time: 0.0016 memory: 2855 loss: 1.9267 2022/12/06 20:29:59 - mmengine - INFO - Epoch(train) [31][2800/5005] lr: 8.4834e-02 eta: 1 day, 2:24:11 time: 0.2431 data_time: 0.0018 memory: 2855 loss: 1.9591 2022/12/06 20:30:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:30:24 - mmengine - INFO - Epoch(train) [31][2900/5005] lr: 8.4815e-02 eta: 1 day, 2:24:01 time: 0.2475 data_time: 0.0021 memory: 2855 loss: 1.8864 2022/12/06 20:30:49 - mmengine - INFO - Epoch(train) [31][3000/5005] lr: 8.4796e-02 eta: 1 day, 2:23:49 time: 0.2433 data_time: 0.0016 memory: 2855 loss: 1.8422 2022/12/06 20:31:14 - mmengine - INFO - Epoch(train) [31][3100/5005] lr: 8.4778e-02 eta: 1 day, 2:23:38 time: 0.2501 data_time: 0.0019 memory: 2855 loss: 1.9992 2022/12/06 20:31:38 - mmengine - INFO - Epoch(train) [31][3200/5005] lr: 8.4759e-02 eta: 1 day, 2:23:28 time: 0.2448 data_time: 0.0018 memory: 2855 loss: 2.0256 2022/12/06 20:32:03 - mmengine - INFO - Epoch(train) [31][3300/5005] lr: 8.4740e-02 eta: 1 day, 2:23:16 time: 0.2475 data_time: 0.0016 memory: 2855 loss: 1.8718 2022/12/06 20:32:28 - mmengine - INFO - Epoch(train) [31][3400/5005] lr: 8.4721e-02 eta: 1 day, 2:23:06 time: 0.2484 data_time: 0.0012 memory: 2855 loss: 2.0817 2022/12/06 20:32:49 - mmengine - INFO - Epoch(train) [31][3500/5005] lr: 8.4702e-02 eta: 1 day, 2:22:44 time: 0.1851 data_time: 0.0042 memory: 2855 loss: 2.1365 2022/12/06 20:33:15 - mmengine - INFO - Epoch(train) [31][3600/5005] lr: 8.4684e-02 eta: 1 day, 2:22:36 time: 0.2446 data_time: 0.0014 memory: 2855 loss: 1.8612 2022/12/06 20:33:40 - mmengine - INFO - Epoch(train) [31][3700/5005] lr: 8.4665e-02 eta: 1 day, 2:22:25 time: 0.2456 data_time: 0.0015 memory: 2855 loss: 1.9013 2022/12/06 20:34:05 - mmengine - INFO - Epoch(train) [31][3800/5005] lr: 8.4646e-02 eta: 1 day, 2:22:14 time: 0.2386 data_time: 0.0016 memory: 2855 loss: 2.0468 2022/12/06 20:34:17 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:34:30 - mmengine - INFO - Epoch(train) [31][3900/5005] lr: 8.4627e-02 eta: 1 day, 2:22:03 time: 0.2498 data_time: 0.0015 memory: 2855 loss: 2.1177 2022/12/06 20:34:55 - mmengine - INFO - Epoch(train) [31][4000/5005] lr: 8.4608e-02 eta: 1 day, 2:21:52 time: 0.2465 data_time: 0.0015 memory: 2855 loss: 1.9724 2022/12/06 20:35:19 - mmengine - INFO - Epoch(train) [31][4100/5005] lr: 8.4589e-02 eta: 1 day, 2:21:41 time: 0.2501 data_time: 0.0016 memory: 2855 loss: 1.9610 2022/12/06 20:35:44 - mmengine - INFO - Epoch(train) [31][4200/5005] lr: 8.4570e-02 eta: 1 day, 2:21:29 time: 0.2461 data_time: 0.0019 memory: 2855 loss: 1.9068 2022/12/06 20:36:09 - mmengine - INFO - Epoch(train) [31][4300/5005] lr: 8.4551e-02 eta: 1 day, 2:21:19 time: 0.2459 data_time: 0.0016 memory: 2855 loss: 2.0285 2022/12/06 20:36:34 - mmengine - INFO - Epoch(train) [31][4400/5005] lr: 8.4533e-02 eta: 1 day, 2:21:08 time: 0.2504 data_time: 0.0015 memory: 2855 loss: 1.8294 2022/12/06 20:36:59 - mmengine - INFO - Epoch(train) [31][4500/5005] lr: 8.4514e-02 eta: 1 day, 2:20:56 time: 0.2481 data_time: 0.0017 memory: 2855 loss: 1.8220 2022/12/06 20:37:23 - mmengine - INFO - Epoch(train) [31][4600/5005] lr: 8.4495e-02 eta: 1 day, 2:20:44 time: 0.2396 data_time: 0.0017 memory: 2855 loss: 2.0366 2022/12/06 20:37:48 - mmengine - INFO - Epoch(train) [31][4700/5005] lr: 8.4476e-02 eta: 1 day, 2:20:33 time: 0.2395 data_time: 0.0017 memory: 2855 loss: 1.9714 2022/12/06 20:38:13 - mmengine - INFO - Epoch(train) [31][4800/5005] lr: 8.4457e-02 eta: 1 day, 2:20:22 time: 0.2500 data_time: 0.0012 memory: 2855 loss: 2.0325 2022/12/06 20:38:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:38:38 - mmengine - INFO - Epoch(train) [31][4900/5005] lr: 8.4438e-02 eta: 1 day, 2:20:11 time: 0.2496 data_time: 0.0012 memory: 2855 loss: 1.8160 2022/12/06 20:38:59 - mmengine - INFO - Epoch(train) [31][5000/5005] lr: 8.4419e-02 eta: 1 day, 2:19:50 time: 0.2542 data_time: 0.0058 memory: 2855 loss: 1.9059 2022/12/06 20:39:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:39:00 - mmengine - INFO - Saving checkpoint at 31 epochs 2022/12/06 20:39:11 - mmengine - INFO - Epoch(val) [31][100/196] eta: 0:00:08 time: 0.0763 data_time: 0.0318 memory: 2855 2022/12/06 20:39:28 - mmengine - INFO - Epoch(val) [31][196/196] accuracy/top1: 61.1600 accuracy/top5: 84.3640 2022/12/06 20:39:53 - mmengine - INFO - Epoch(train) [32][ 100/5005] lr: 8.4399e-02 eta: 1 day, 2:19:38 time: 0.2478 data_time: 0.0016 memory: 2855 loss: 1.9008 2022/12/06 20:40:18 - mmengine - INFO - Epoch(train) [32][ 200/5005] lr: 8.4380e-02 eta: 1 day, 2:19:28 time: 0.2475 data_time: 0.0015 memory: 2855 loss: 2.0168 2022/12/06 20:40:43 - mmengine - INFO - Epoch(train) [32][ 300/5005] lr: 8.4361e-02 eta: 1 day, 2:19:17 time: 0.2549 data_time: 0.0017 memory: 2855 loss: 2.0025 2022/12/06 20:41:08 - mmengine - INFO - Epoch(train) [32][ 400/5005] lr: 8.4342e-02 eta: 1 day, 2:19:05 time: 0.2471 data_time: 0.0019 memory: 2855 loss: 1.6737 2022/12/06 20:41:33 - mmengine - INFO - Epoch(train) [32][ 500/5005] lr: 8.4323e-02 eta: 1 day, 2:18:53 time: 0.2505 data_time: 0.0016 memory: 2855 loss: 2.0540 2022/12/06 20:41:57 - mmengine - INFO - Epoch(train) [32][ 600/5005] lr: 8.4304e-02 eta: 1 day, 2:18:42 time: 0.2471 data_time: 0.0019 memory: 2855 loss: 1.8141 2022/12/06 20:42:22 - mmengine - INFO - Epoch(train) [32][ 700/5005] lr: 8.4285e-02 eta: 1 day, 2:18:30 time: 0.2491 data_time: 0.0019 memory: 2855 loss: 1.9311 2022/12/06 20:42:47 - mmengine - INFO - Epoch(train) [32][ 800/5005] lr: 8.4266e-02 eta: 1 day, 2:18:19 time: 0.2486 data_time: 0.0018 memory: 2855 loss: 1.8987 2022/12/06 20:42:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:43:12 - mmengine - INFO - Epoch(train) [32][ 900/5005] lr: 8.4247e-02 eta: 1 day, 2:18:07 time: 0.2579 data_time: 0.0016 memory: 2855 loss: 1.8444 2022/12/06 20:43:37 - mmengine - INFO - Epoch(train) [32][1000/5005] lr: 8.4228e-02 eta: 1 day, 2:17:56 time: 0.2483 data_time: 0.0020 memory: 2855 loss: 2.2814 2022/12/06 20:44:01 - mmengine - INFO - Epoch(train) [32][1100/5005] lr: 8.4209e-02 eta: 1 day, 2:17:44 time: 0.2500 data_time: 0.0013 memory: 2855 loss: 1.9235 2022/12/06 20:44:26 - mmengine - INFO - Epoch(train) [32][1200/5005] lr: 8.4190e-02 eta: 1 day, 2:17:33 time: 0.2472 data_time: 0.0013 memory: 2855 loss: 2.0325 2022/12/06 20:44:48 - mmengine - INFO - Epoch(train) [32][1300/5005] lr: 8.4170e-02 eta: 1 day, 2:17:13 time: 0.2611 data_time: 0.0023 memory: 2855 loss: 1.8295 2022/12/06 20:45:13 - mmengine - INFO - Epoch(train) [32][1400/5005] lr: 8.4151e-02 eta: 1 day, 2:17:01 time: 0.2477 data_time: 0.0014 memory: 2855 loss: 1.7952 2022/12/06 20:45:38 - mmengine - INFO - Epoch(train) [32][1500/5005] lr: 8.4132e-02 eta: 1 day, 2:16:49 time: 0.2490 data_time: 0.0016 memory: 2855 loss: 2.1029 2022/12/06 20:46:02 - mmengine - INFO - Epoch(train) [32][1600/5005] lr: 8.4113e-02 eta: 1 day, 2:16:38 time: 0.2406 data_time: 0.0015 memory: 2855 loss: 2.0422 2022/12/06 20:46:27 - mmengine - INFO - Epoch(train) [32][1700/5005] lr: 8.4094e-02 eta: 1 day, 2:16:27 time: 0.2476 data_time: 0.0015 memory: 2855 loss: 1.8528 2022/12/06 20:46:52 - mmengine - INFO - Epoch(train) [32][1800/5005] lr: 8.4075e-02 eta: 1 day, 2:16:15 time: 0.2512 data_time: 0.0016 memory: 2855 loss: 2.0270 2022/12/06 20:47:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:47:17 - mmengine - INFO - Epoch(train) [32][1900/5005] lr: 8.4056e-02 eta: 1 day, 2:16:03 time: 0.2455 data_time: 0.0016 memory: 2855 loss: 1.7793 2022/12/06 20:47:42 - mmengine - INFO - Epoch(train) [32][2000/5005] lr: 8.4037e-02 eta: 1 day, 2:15:51 time: 0.2399 data_time: 0.0016 memory: 2855 loss: 2.0415 2022/12/06 20:48:06 - mmengine - INFO - Epoch(train) [32][2100/5005] lr: 8.4017e-02 eta: 1 day, 2:15:39 time: 0.2488 data_time: 0.0017 memory: 2855 loss: 1.9950 2022/12/06 20:48:31 - mmengine - INFO - Epoch(train) [32][2200/5005] lr: 8.3998e-02 eta: 1 day, 2:15:28 time: 0.2469 data_time: 0.0019 memory: 2855 loss: 1.9357 2022/12/06 20:48:56 - mmengine - INFO - Epoch(train) [32][2300/5005] lr: 8.3979e-02 eta: 1 day, 2:15:16 time: 0.2461 data_time: 0.0025 memory: 2855 loss: 2.0021 2022/12/06 20:49:21 - mmengine - INFO - Epoch(train) [32][2400/5005] lr: 8.3960e-02 eta: 1 day, 2:15:04 time: 0.2473 data_time: 0.0019 memory: 2855 loss: 1.7432 2022/12/06 20:49:45 - mmengine - INFO - Epoch(train) [32][2500/5005] lr: 8.3941e-02 eta: 1 day, 2:14:51 time: 0.2364 data_time: 0.0016 memory: 2855 loss: 1.7644 2022/12/06 20:50:10 - mmengine - INFO - Epoch(train) [32][2600/5005] lr: 8.3921e-02 eta: 1 day, 2:14:40 time: 0.2470 data_time: 0.0012 memory: 2855 loss: 2.0212 2022/12/06 20:50:32 - mmengine - INFO - Epoch(train) [32][2700/5005] lr: 8.3902e-02 eta: 1 day, 2:14:21 time: 0.1727 data_time: 0.0060 memory: 2855 loss: 2.0377 2022/12/06 20:50:57 - mmengine - INFO - Epoch(train) [32][2800/5005] lr: 8.3883e-02 eta: 1 day, 2:14:08 time: 0.2495 data_time: 0.0015 memory: 2855 loss: 2.0034 2022/12/06 20:51:08 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:51:22 - mmengine - INFO - Epoch(train) [32][2900/5005] lr: 8.3864e-02 eta: 1 day, 2:13:57 time: 0.2504 data_time: 0.0015 memory: 2855 loss: 1.9570 2022/12/06 20:51:47 - mmengine - INFO - Epoch(train) [32][3000/5005] lr: 8.3845e-02 eta: 1 day, 2:13:45 time: 0.2492 data_time: 0.0015 memory: 2855 loss: 1.8595 2022/12/06 20:52:12 - mmengine - INFO - Epoch(train) [32][3100/5005] lr: 8.3825e-02 eta: 1 day, 2:13:34 time: 0.2495 data_time: 0.0017 memory: 2855 loss: 1.9160 2022/12/06 20:52:36 - mmengine - INFO - Epoch(train) [32][3200/5005] lr: 8.3806e-02 eta: 1 day, 2:13:21 time: 0.2514 data_time: 0.0018 memory: 2855 loss: 1.8209 2022/12/06 20:53:01 - mmengine - INFO - Epoch(train) [32][3300/5005] lr: 8.3787e-02 eta: 1 day, 2:13:10 time: 0.2481 data_time: 0.0018 memory: 2855 loss: 1.7672 2022/12/06 20:53:26 - mmengine - INFO - Epoch(train) [32][3400/5005] lr: 8.3767e-02 eta: 1 day, 2:12:58 time: 0.2425 data_time: 0.0017 memory: 2855 loss: 1.9734 2022/12/06 20:53:51 - mmengine - INFO - Epoch(train) [32][3500/5005] lr: 8.3748e-02 eta: 1 day, 2:12:46 time: 0.2462 data_time: 0.0016 memory: 2855 loss: 2.0790 2022/12/06 20:54:16 - mmengine - INFO - Epoch(train) [32][3600/5005] lr: 8.3729e-02 eta: 1 day, 2:12:34 time: 0.2441 data_time: 0.0016 memory: 2855 loss: 1.8674 2022/12/06 20:54:40 - mmengine - INFO - Epoch(train) [32][3700/5005] lr: 8.3710e-02 eta: 1 day, 2:12:22 time: 0.2506 data_time: 0.0018 memory: 2855 loss: 1.8790 2022/12/06 20:55:05 - mmengine - INFO - Epoch(train) [32][3800/5005] lr: 8.3690e-02 eta: 1 day, 2:12:10 time: 0.2489 data_time: 0.0019 memory: 2855 loss: 1.8731 2022/12/06 20:55:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:55:30 - mmengine - INFO - Epoch(train) [32][3900/5005] lr: 8.3671e-02 eta: 1 day, 2:11:58 time: 0.2482 data_time: 0.0019 memory: 2855 loss: 1.8037 2022/12/06 20:55:55 - mmengine - INFO - Epoch(train) [32][4000/5005] lr: 8.3652e-02 eta: 1 day, 2:11:46 time: 0.2525 data_time: 0.0013 memory: 2855 loss: 2.1524 2022/12/06 20:56:20 - mmengine - INFO - Epoch(train) [32][4100/5005] lr: 8.3632e-02 eta: 1 day, 2:11:34 time: 0.2507 data_time: 0.0013 memory: 2855 loss: 1.9130 2022/12/06 20:56:42 - mmengine - INFO - Epoch(train) [32][4200/5005] lr: 8.3613e-02 eta: 1 day, 2:11:16 time: 0.2767 data_time: 0.0052 memory: 2855 loss: 1.9458 2022/12/06 20:57:07 - mmengine - INFO - Epoch(train) [32][4300/5005] lr: 8.3594e-02 eta: 1 day, 2:11:04 time: 0.2397 data_time: 0.0015 memory: 2855 loss: 2.0081 2022/12/06 20:57:32 - mmengine - INFO - Epoch(train) [32][4400/5005] lr: 8.3574e-02 eta: 1 day, 2:10:52 time: 0.2472 data_time: 0.0021 memory: 2855 loss: 2.1153 2022/12/06 20:57:56 - mmengine - INFO - Epoch(train) [32][4500/5005] lr: 8.3555e-02 eta: 1 day, 2:10:39 time: 0.2410 data_time: 0.0016 memory: 2855 loss: 1.9935 2022/12/06 20:58:21 - mmengine - INFO - Epoch(train) [32][4600/5005] lr: 8.3535e-02 eta: 1 day, 2:10:27 time: 0.2467 data_time: 0.0018 memory: 2855 loss: 2.0218 2022/12/06 20:58:46 - mmengine - INFO - Epoch(train) [32][4700/5005] lr: 8.3516e-02 eta: 1 day, 2:10:15 time: 0.2472 data_time: 0.0017 memory: 2855 loss: 1.6993 2022/12/06 20:59:11 - mmengine - INFO - Epoch(train) [32][4800/5005] lr: 8.3497e-02 eta: 1 day, 2:10:03 time: 0.2475 data_time: 0.0017 memory: 2855 loss: 2.0431 2022/12/06 20:59:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 20:59:35 - mmengine - INFO - Epoch(train) [32][4900/5005] lr: 8.3477e-02 eta: 1 day, 2:09:50 time: 0.2508 data_time: 0.0019 memory: 2855 loss: 2.1622 2022/12/06 21:00:00 - mmengine - INFO - Epoch(train) [32][5000/5005] lr: 8.3458e-02 eta: 1 day, 2:09:38 time: 0.2509 data_time: 0.0034 memory: 2855 loss: 2.0751 2022/12/06 21:00:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:00:01 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/12/06 21:00:10 - mmengine - INFO - Epoch(val) [32][100/196] eta: 0:00:06 time: 0.0643 data_time: 0.0234 memory: 2855 2022/12/06 21:00:26 - mmengine - INFO - Epoch(val) [32][196/196] accuracy/top1: 60.8680 accuracy/top5: 84.0240 2022/12/06 21:00:52 - mmengine - INFO - Epoch(train) [33][ 100/5005] lr: 8.3437e-02 eta: 1 day, 2:09:26 time: 0.2479 data_time: 0.0017 memory: 2855 loss: 1.8850 2022/12/06 21:01:16 - mmengine - INFO - Epoch(train) [33][ 200/5005] lr: 8.3418e-02 eta: 1 day, 2:09:14 time: 0.2498 data_time: 0.0019 memory: 2855 loss: 1.7841 2022/12/06 21:01:41 - mmengine - INFO - Epoch(train) [33][ 300/5005] lr: 8.3398e-02 eta: 1 day, 2:09:02 time: 0.2465 data_time: 0.0020 memory: 2855 loss: 1.9670 2022/12/06 21:02:06 - mmengine - INFO - Epoch(train) [33][ 400/5005] lr: 8.3379e-02 eta: 1 day, 2:08:50 time: 0.2485 data_time: 0.0013 memory: 2855 loss: 1.7851 2022/12/06 21:02:27 - mmengine - INFO - Epoch(train) [33][ 500/5005] lr: 8.3359e-02 eta: 1 day, 2:08:27 time: 0.1735 data_time: 0.0076 memory: 2855 loss: 1.9382 2022/12/06 21:02:52 - mmengine - INFO - Epoch(train) [33][ 600/5005] lr: 8.3340e-02 eta: 1 day, 2:08:16 time: 0.2513 data_time: 0.0017 memory: 2855 loss: 1.8428 2022/12/06 21:03:17 - mmengine - INFO - Epoch(train) [33][ 700/5005] lr: 8.3320e-02 eta: 1 day, 2:08:04 time: 0.2494 data_time: 0.0018 memory: 2855 loss: 2.0953 2022/12/06 21:03:42 - mmengine - INFO - Epoch(train) [33][ 800/5005] lr: 8.3301e-02 eta: 1 day, 2:07:52 time: 0.2466 data_time: 0.0019 memory: 2855 loss: 1.8440 2022/12/06 21:03:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:04:07 - mmengine - INFO - Epoch(train) [33][ 900/5005] lr: 8.3281e-02 eta: 1 day, 2:07:39 time: 0.2412 data_time: 0.0020 memory: 2855 loss: 1.8991 2022/12/06 21:04:31 - mmengine - INFO - Epoch(train) [33][1000/5005] lr: 8.3262e-02 eta: 1 day, 2:07:27 time: 0.2540 data_time: 0.0017 memory: 2855 loss: 2.1218 2022/12/06 21:04:56 - mmengine - INFO - Epoch(train) [33][1100/5005] lr: 8.3242e-02 eta: 1 day, 2:07:14 time: 0.2477 data_time: 0.0017 memory: 2855 loss: 1.9055 2022/12/06 21:05:21 - mmengine - INFO - Epoch(train) [33][1200/5005] lr: 8.3223e-02 eta: 1 day, 2:07:03 time: 0.2483 data_time: 0.0018 memory: 2855 loss: 1.8231 2022/12/06 21:05:46 - mmengine - INFO - Epoch(train) [33][1300/5005] lr: 8.3203e-02 eta: 1 day, 2:06:50 time: 0.2417 data_time: 0.0021 memory: 2855 loss: 1.7555 2022/12/06 21:06:11 - mmengine - INFO - Epoch(train) [33][1400/5005] lr: 8.3184e-02 eta: 1 day, 2:06:37 time: 0.2437 data_time: 0.0015 memory: 2855 loss: 1.7973 2022/12/06 21:06:35 - mmengine - INFO - Epoch(train) [33][1500/5005] lr: 8.3164e-02 eta: 1 day, 2:06:25 time: 0.2501 data_time: 0.0015 memory: 2855 loss: 1.9691 2022/12/06 21:07:00 - mmengine - INFO - Epoch(train) [33][1600/5005] lr: 8.3145e-02 eta: 1 day, 2:06:12 time: 0.2383 data_time: 0.0017 memory: 2855 loss: 2.1410 2022/12/06 21:07:25 - mmengine - INFO - Epoch(train) [33][1700/5005] lr: 8.3125e-02 eta: 1 day, 2:06:00 time: 0.2499 data_time: 0.0019 memory: 2855 loss: 1.8565 2022/12/06 21:07:50 - mmengine - INFO - Epoch(train) [33][1800/5005] lr: 8.3105e-02 eta: 1 day, 2:05:47 time: 0.2433 data_time: 0.0013 memory: 2855 loss: 1.9536 2022/12/06 21:08:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:08:15 - mmengine - INFO - Epoch(train) [33][1900/5005] lr: 8.3086e-02 eta: 1 day, 2:05:35 time: 0.2449 data_time: 0.0012 memory: 2855 loss: 1.7993 2022/12/06 21:08:36 - mmengine - INFO - Epoch(train) [33][2000/5005] lr: 8.3066e-02 eta: 1 day, 2:05:14 time: 0.2635 data_time: 0.0024 memory: 2855 loss: 1.8316 2022/12/06 21:09:01 - mmengine - INFO - Epoch(train) [33][2100/5005] lr: 8.3047e-02 eta: 1 day, 2:05:01 time: 0.2499 data_time: 0.0016 memory: 2855 loss: 2.0416 2022/12/06 21:09:26 - mmengine - INFO - Epoch(train) [33][2200/5005] lr: 8.3027e-02 eta: 1 day, 2:04:49 time: 0.2515 data_time: 0.0018 memory: 2855 loss: 1.9139 2022/12/06 21:09:50 - mmengine - INFO - Epoch(train) [33][2300/5005] lr: 8.3007e-02 eta: 1 day, 2:04:36 time: 0.2457 data_time: 0.0020 memory: 2855 loss: 1.9769 2022/12/06 21:10:15 - mmengine - INFO - Epoch(train) [33][2400/5005] lr: 8.2988e-02 eta: 1 day, 2:04:23 time: 0.2390 data_time: 0.0019 memory: 2855 loss: 1.9038 2022/12/06 21:10:40 - mmengine - INFO - Epoch(train) [33][2500/5005] lr: 8.2968e-02 eta: 1 day, 2:04:11 time: 0.2510 data_time: 0.0019 memory: 2855 loss: 1.9920 2022/12/06 21:11:05 - mmengine - INFO - Epoch(train) [33][2600/5005] lr: 8.2948e-02 eta: 1 day, 2:03:58 time: 0.2479 data_time: 0.0017 memory: 2855 loss: 1.9662 2022/12/06 21:11:30 - mmengine - INFO - Epoch(train) [33][2700/5005] lr: 8.2929e-02 eta: 1 day, 2:03:46 time: 0.2492 data_time: 0.0019 memory: 2855 loss: 2.0272 2022/12/06 21:11:54 - mmengine - INFO - Epoch(train) [33][2800/5005] lr: 8.2909e-02 eta: 1 day, 2:03:33 time: 0.2521 data_time: 0.0020 memory: 2855 loss: 1.9237 2022/12/06 21:12:04 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:12:19 - mmengine - INFO - Epoch(train) [33][2900/5005] lr: 8.2889e-02 eta: 1 day, 2:03:20 time: 0.2501 data_time: 0.0018 memory: 2855 loss: 1.7681 2022/12/06 21:12:44 - mmengine - INFO - Epoch(train) [33][3000/5005] lr: 8.2870e-02 eta: 1 day, 2:03:08 time: 0.2451 data_time: 0.0018 memory: 2855 loss: 2.0746 2022/12/06 21:13:09 - mmengine - INFO - Epoch(train) [33][3100/5005] lr: 8.2850e-02 eta: 1 day, 2:02:55 time: 0.2496 data_time: 0.0018 memory: 2855 loss: 2.2192 2022/12/06 21:13:33 - mmengine - INFO - Epoch(train) [33][3200/5005] lr: 8.2830e-02 eta: 1 day, 2:02:42 time: 0.2450 data_time: 0.0017 memory: 2855 loss: 1.9084 2022/12/06 21:13:58 - mmengine - INFO - Epoch(train) [33][3300/5005] lr: 8.2810e-02 eta: 1 day, 2:02:30 time: 0.2497 data_time: 0.0013 memory: 2855 loss: 1.9637 2022/12/06 21:14:20 - mmengine - INFO - Epoch(train) [33][3400/5005] lr: 8.2791e-02 eta: 1 day, 2:02:10 time: 0.1729 data_time: 0.0034 memory: 2855 loss: 2.0945 2022/12/06 21:14:45 - mmengine - INFO - Epoch(train) [33][3500/5005] lr: 8.2771e-02 eta: 1 day, 2:01:56 time: 0.2495 data_time: 0.0014 memory: 2855 loss: 1.9170 2022/12/06 21:15:10 - mmengine - INFO - Epoch(train) [33][3600/5005] lr: 8.2751e-02 eta: 1 day, 2:01:44 time: 0.2498 data_time: 0.0014 memory: 2855 loss: 2.0397 2022/12/06 21:15:34 - mmengine - INFO - Epoch(train) [33][3700/5005] lr: 8.2731e-02 eta: 1 day, 2:01:31 time: 0.2485 data_time: 0.0018 memory: 2855 loss: 1.7209 2022/12/06 21:15:59 - mmengine - INFO - Epoch(train) [33][3800/5005] lr: 8.2712e-02 eta: 1 day, 2:01:19 time: 0.2534 data_time: 0.0016 memory: 2855 loss: 1.9327 2022/12/06 21:16:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:16:24 - mmengine - INFO - Epoch(train) [33][3900/5005] lr: 8.2692e-02 eta: 1 day, 2:01:06 time: 0.2463 data_time: 0.0018 memory: 2855 loss: 1.8632 2022/12/06 21:16:49 - mmengine - INFO - Epoch(train) [33][4000/5005] lr: 8.2672e-02 eta: 1 day, 2:00:53 time: 0.2396 data_time: 0.0018 memory: 2855 loss: 1.8240 2022/12/06 21:17:14 - mmengine - INFO - Epoch(train) [33][4100/5005] lr: 8.2652e-02 eta: 1 day, 2:00:40 time: 0.2511 data_time: 0.0019 memory: 2855 loss: 1.9950 2022/12/06 21:17:38 - mmengine - INFO - Epoch(train) [33][4200/5005] lr: 8.2632e-02 eta: 1 day, 2:00:27 time: 0.2497 data_time: 0.0018 memory: 2855 loss: 2.0037 2022/12/06 21:18:03 - mmengine - INFO - Epoch(train) [33][4300/5005] lr: 8.2613e-02 eta: 1 day, 2:00:14 time: 0.2390 data_time: 0.0018 memory: 2855 loss: 1.9206 2022/12/06 21:18:28 - mmengine - INFO - Epoch(train) [33][4400/5005] lr: 8.2593e-02 eta: 1 day, 2:00:01 time: 0.2474 data_time: 0.0022 memory: 2855 loss: 1.8428 2022/12/06 21:18:53 - mmengine - INFO - Epoch(train) [33][4500/5005] lr: 8.2573e-02 eta: 1 day, 1:59:48 time: 0.2458 data_time: 0.0017 memory: 2855 loss: 1.8897 2022/12/06 21:19:17 - mmengine - INFO - Epoch(train) [33][4600/5005] lr: 8.2553e-02 eta: 1 day, 1:59:36 time: 0.2471 data_time: 0.0019 memory: 2855 loss: 1.8384 2022/12/06 21:19:42 - mmengine - INFO - Epoch(train) [33][4700/5005] lr: 8.2533e-02 eta: 1 day, 1:59:22 time: 0.2407 data_time: 0.0015 memory: 2855 loss: 1.9052 2022/12/06 21:20:07 - mmengine - INFO - Epoch(train) [33][4800/5005] lr: 8.2513e-02 eta: 1 day, 1:59:10 time: 0.2425 data_time: 0.0013 memory: 2855 loss: 1.9166 2022/12/06 21:20:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:20:29 - mmengine - INFO - Epoch(train) [33][4900/5005] lr: 8.2493e-02 eta: 1 day, 1:58:48 time: 0.2763 data_time: 0.0079 memory: 2855 loss: 1.8785 2022/12/06 21:20:53 - mmengine - INFO - Epoch(train) [33][5000/5005] lr: 8.2474e-02 eta: 1 day, 1:58:36 time: 0.2445 data_time: 0.0027 memory: 2855 loss: 1.7692 2022/12/06 21:20:55 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:20:55 - mmengine - INFO - Saving checkpoint at 33 epochs 2022/12/06 21:21:03 - mmengine - INFO - Epoch(val) [33][100/196] eta: 0:00:06 time: 0.0681 data_time: 0.0126 memory: 2855 2022/12/06 21:21:19 - mmengine - INFO - Epoch(val) [33][196/196] accuracy/top1: 60.6100 accuracy/top5: 83.7400 2022/12/06 21:21:45 - mmengine - INFO - Epoch(train) [34][ 100/5005] lr: 8.2453e-02 eta: 1 day, 1:58:23 time: 0.2448 data_time: 0.0016 memory: 2855 loss: 1.7029 2022/12/06 21:22:09 - mmengine - INFO - Epoch(train) [34][ 200/5005] lr: 8.2433e-02 eta: 1 day, 1:58:11 time: 0.2491 data_time: 0.0018 memory: 2855 loss: 1.7964 2022/12/06 21:22:34 - mmengine - INFO - Epoch(train) [34][ 300/5005] lr: 8.2413e-02 eta: 1 day, 1:57:58 time: 0.2510 data_time: 0.0018 memory: 2855 loss: 1.7594 2022/12/06 21:22:59 - mmengine - INFO - Epoch(train) [34][ 400/5005] lr: 8.2393e-02 eta: 1 day, 1:57:45 time: 0.2471 data_time: 0.0017 memory: 2855 loss: 2.0692 2022/12/06 21:23:24 - mmengine - INFO - Epoch(train) [34][ 500/5005] lr: 8.2373e-02 eta: 1 day, 1:57:32 time: 0.2476 data_time: 0.0017 memory: 2855 loss: 1.9005 2022/12/06 21:23:49 - mmengine - INFO - Epoch(train) [34][ 600/5005] lr: 8.2353e-02 eta: 1 day, 1:57:18 time: 0.2488 data_time: 0.0017 memory: 2855 loss: 2.0263 2022/12/06 21:24:13 - mmengine - INFO - Epoch(train) [34][ 700/5005] lr: 8.2333e-02 eta: 1 day, 1:57:05 time: 0.2509 data_time: 0.0016 memory: 2855 loss: 1.8718 2022/12/06 21:24:38 - mmengine - INFO - Epoch(train) [34][ 800/5005] lr: 8.2313e-02 eta: 1 day, 1:56:52 time: 0.2483 data_time: 0.0019 memory: 2855 loss: 1.8974 2022/12/06 21:24:47 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:25:03 - mmengine - INFO - Epoch(train) [34][ 900/5005] lr: 8.2293e-02 eta: 1 day, 1:56:39 time: 0.2427 data_time: 0.0018 memory: 2855 loss: 1.7559 2022/12/06 21:25:28 - mmengine - INFO - Epoch(train) [34][1000/5005] lr: 8.2273e-02 eta: 1 day, 1:56:27 time: 0.2503 data_time: 0.0017 memory: 2855 loss: 1.7788 2022/12/06 21:25:53 - mmengine - INFO - Epoch(train) [34][1100/5005] lr: 8.2253e-02 eta: 1 day, 1:56:14 time: 0.2510 data_time: 0.0013 memory: 2855 loss: 1.9006 2022/12/06 21:26:14 - mmengine - INFO - Epoch(train) [34][1200/5005] lr: 8.2233e-02 eta: 1 day, 1:55:52 time: 0.1942 data_time: 0.0025 memory: 2855 loss: 1.9932 2022/12/06 21:26:40 - mmengine - INFO - Epoch(train) [34][1300/5005] lr: 8.2213e-02 eta: 1 day, 1:55:41 time: 0.2460 data_time: 0.0016 memory: 2855 loss: 1.8346 2022/12/06 21:27:04 - mmengine - INFO - Epoch(train) [34][1400/5005] lr: 8.2193e-02 eta: 1 day, 1:55:28 time: 0.2463 data_time: 0.0016 memory: 2855 loss: 1.9859 2022/12/06 21:27:29 - mmengine - INFO - Epoch(train) [34][1500/5005] lr: 8.2173e-02 eta: 1 day, 1:55:15 time: 0.2499 data_time: 0.0018 memory: 2855 loss: 1.9405 2022/12/06 21:27:54 - mmengine - INFO - Epoch(train) [34][1600/5005] lr: 8.2153e-02 eta: 1 day, 1:55:01 time: 0.2423 data_time: 0.0016 memory: 2855 loss: 1.8237 2022/12/06 21:28:19 - mmengine - INFO - Epoch(train) [34][1700/5005] lr: 8.2133e-02 eta: 1 day, 1:54:48 time: 0.2478 data_time: 0.0018 memory: 2855 loss: 1.9811 2022/12/06 21:28:44 - mmengine - INFO - Epoch(train) [34][1800/5005] lr: 8.2113e-02 eta: 1 day, 1:54:35 time: 0.2459 data_time: 0.0018 memory: 2855 loss: 1.7744 2022/12/06 21:28:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:29:08 - mmengine - INFO - Epoch(train) [34][1900/5005] lr: 8.2093e-02 eta: 1 day, 1:54:22 time: 0.2494 data_time: 0.0015 memory: 2855 loss: 1.9039 2022/12/06 21:29:33 - mmengine - INFO - Epoch(train) [34][2000/5005] lr: 8.2073e-02 eta: 1 day, 1:54:09 time: 0.2402 data_time: 0.0021 memory: 2855 loss: 2.0088 2022/12/06 21:29:58 - mmengine - INFO - Epoch(train) [34][2100/5005] lr: 8.2053e-02 eta: 1 day, 1:53:56 time: 0.2501 data_time: 0.0018 memory: 2855 loss: 1.9423 2022/12/06 21:30:23 - mmengine - INFO - Epoch(train) [34][2200/5005] lr: 8.2033e-02 eta: 1 day, 1:53:42 time: 0.2487 data_time: 0.0019 memory: 2855 loss: 2.0611 2022/12/06 21:30:47 - mmengine - INFO - Epoch(train) [34][2300/5005] lr: 8.2013e-02 eta: 1 day, 1:53:29 time: 0.2454 data_time: 0.0019 memory: 2855 loss: 1.7931 2022/12/06 21:31:12 - mmengine - INFO - Epoch(train) [34][2400/5005] lr: 8.1993e-02 eta: 1 day, 1:53:16 time: 0.2488 data_time: 0.0018 memory: 2855 loss: 2.0118 2022/12/06 21:31:37 - mmengine - INFO - Epoch(train) [34][2500/5005] lr: 8.1973e-02 eta: 1 day, 1:53:03 time: 0.2435 data_time: 0.0013 memory: 2855 loss: 2.1973 2022/12/06 21:32:02 - mmengine - INFO - Epoch(train) [34][2600/5005] lr: 8.1953e-02 eta: 1 day, 1:52:50 time: 0.2489 data_time: 0.0014 memory: 2855 loss: 1.7455 2022/12/06 21:32:24 - mmengine - INFO - Epoch(train) [34][2700/5005] lr: 8.1932e-02 eta: 1 day, 1:52:29 time: 0.2562 data_time: 0.0033 memory: 2855 loss: 1.9524 2022/12/06 21:32:49 - mmengine - INFO - Epoch(train) [34][2800/5005] lr: 8.1912e-02 eta: 1 day, 1:52:15 time: 0.2478 data_time: 0.0017 memory: 2855 loss: 1.9749 2022/12/06 21:32:57 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:33:13 - mmengine - INFO - Epoch(train) [34][2900/5005] lr: 8.1892e-02 eta: 1 day, 1:52:02 time: 0.2490 data_time: 0.0020 memory: 2855 loss: 1.9427 2022/12/06 21:33:38 - mmengine - INFO - Epoch(train) [34][3000/5005] lr: 8.1872e-02 eta: 1 day, 1:51:49 time: 0.2426 data_time: 0.0019 memory: 2855 loss: 1.8641 2022/12/06 21:34:03 - mmengine - INFO - Epoch(train) [34][3100/5005] lr: 8.1852e-02 eta: 1 day, 1:51:35 time: 0.2516 data_time: 0.0016 memory: 2855 loss: 1.8527 2022/12/06 21:34:28 - mmengine - INFO - Epoch(train) [34][3200/5005] lr: 8.1832e-02 eta: 1 day, 1:51:22 time: 0.2475 data_time: 0.0018 memory: 2855 loss: 1.8826 2022/12/06 21:34:53 - mmengine - INFO - Epoch(train) [34][3300/5005] lr: 8.1812e-02 eta: 1 day, 1:51:09 time: 0.2521 data_time: 0.0016 memory: 2855 loss: 1.8215 2022/12/06 21:35:17 - mmengine - INFO - Epoch(train) [34][3400/5005] lr: 8.1791e-02 eta: 1 day, 1:50:55 time: 0.2446 data_time: 0.0016 memory: 2855 loss: 1.8568 2022/12/06 21:35:42 - mmengine - INFO - Epoch(train) [34][3500/5005] lr: 8.1771e-02 eta: 1 day, 1:50:42 time: 0.2475 data_time: 0.0019 memory: 2855 loss: 1.8910 2022/12/06 21:36:07 - mmengine - INFO - Epoch(train) [34][3600/5005] lr: 8.1751e-02 eta: 1 day, 1:50:28 time: 0.2496 data_time: 0.0019 memory: 2855 loss: 1.8811 2022/12/06 21:36:32 - mmengine - INFO - Epoch(train) [34][3700/5005] lr: 8.1731e-02 eta: 1 day, 1:50:15 time: 0.2478 data_time: 0.0016 memory: 2855 loss: 1.8309 2022/12/06 21:36:56 - mmengine - INFO - Epoch(train) [34][3800/5005] lr: 8.1711e-02 eta: 1 day, 1:50:01 time: 0.2402 data_time: 0.0017 memory: 2855 loss: 1.8733 2022/12/06 21:37:05 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:37:21 - mmengine - INFO - Epoch(train) [34][3900/5005] lr: 8.1690e-02 eta: 1 day, 1:49:48 time: 0.2494 data_time: 0.0017 memory: 2855 loss: 1.9252 2022/12/06 21:37:46 - mmengine - INFO - Epoch(train) [34][4000/5005] lr: 8.1670e-02 eta: 1 day, 1:49:35 time: 0.2502 data_time: 0.0014 memory: 2855 loss: 2.0159 2022/12/06 21:38:08 - mmengine - INFO - Epoch(train) [34][4100/5005] lr: 8.1650e-02 eta: 1 day, 1:49:14 time: 0.1708 data_time: 0.0046 memory: 2855 loss: 1.9026 2022/12/06 21:38:33 - mmengine - INFO - Epoch(train) [34][4200/5005] lr: 8.1630e-02 eta: 1 day, 1:49:00 time: 0.2390 data_time: 0.0013 memory: 2855 loss: 2.3110 2022/12/06 21:38:58 - mmengine - INFO - Epoch(train) [34][4300/5005] lr: 8.1609e-02 eta: 1 day, 1:48:47 time: 0.2556 data_time: 0.0016 memory: 2855 loss: 2.2994 2022/12/06 21:39:22 - mmengine - INFO - Epoch(train) [34][4400/5005] lr: 8.1589e-02 eta: 1 day, 1:48:34 time: 0.2442 data_time: 0.0020 memory: 2855 loss: 1.9305 2022/12/06 21:39:47 - mmengine - INFO - Epoch(train) [34][4500/5005] lr: 8.1569e-02 eta: 1 day, 1:48:20 time: 0.2520 data_time: 0.0017 memory: 2855 loss: 2.1192 2022/12/06 21:40:12 - mmengine - INFO - Epoch(train) [34][4600/5005] lr: 8.1548e-02 eta: 1 day, 1:48:07 time: 0.2429 data_time: 0.0018 memory: 2855 loss: 2.1379 2022/12/06 21:40:37 - mmengine - INFO - Epoch(train) [34][4700/5005] lr: 8.1528e-02 eta: 1 day, 1:47:53 time: 0.2464 data_time: 0.0018 memory: 2855 loss: 1.9640 2022/12/06 21:41:02 - mmengine - INFO - Epoch(train) [34][4800/5005] lr: 8.1508e-02 eta: 1 day, 1:47:40 time: 0.2462 data_time: 0.0016 memory: 2855 loss: 2.0842 2022/12/06 21:41:10 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:41:26 - mmengine - INFO - Epoch(train) [34][4900/5005] lr: 8.1488e-02 eta: 1 day, 1:47:26 time: 0.2498 data_time: 0.0020 memory: 2855 loss: 1.9810 2022/12/06 21:41:51 - mmengine - INFO - Epoch(train) [34][5000/5005] lr: 8.1467e-02 eta: 1 day, 1:47:13 time: 0.2472 data_time: 0.0032 memory: 2855 loss: 2.0766 2022/12/06 21:41:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:41:52 - mmengine - INFO - Saving checkpoint at 34 epochs 2022/12/06 21:42:02 - mmengine - INFO - Epoch(val) [34][100/196] eta: 0:00:07 time: 0.0803 data_time: 0.0404 memory: 2855 2022/12/06 21:42:17 - mmengine - INFO - Epoch(val) [34][196/196] accuracy/top1: 61.8220 accuracy/top5: 84.9800 2022/12/06 21:42:43 - mmengine - INFO - Epoch(train) [35][ 100/5005] lr: 8.1446e-02 eta: 1 day, 1:47:00 time: 0.2499 data_time: 0.0015 memory: 2855 loss: 1.8147 2022/12/06 21:43:08 - mmengine - INFO - Epoch(train) [35][ 200/5005] lr: 8.1426e-02 eta: 1 day, 1:46:46 time: 0.2494 data_time: 0.0018 memory: 2855 loss: 1.7703 2022/12/06 21:43:32 - mmengine - INFO - Epoch(train) [35][ 300/5005] lr: 8.1405e-02 eta: 1 day, 1:46:33 time: 0.2487 data_time: 0.0013 memory: 2855 loss: 1.6678 2022/12/06 21:43:57 - mmengine - INFO - Epoch(train) [35][ 400/5005] lr: 8.1385e-02 eta: 1 day, 1:46:18 time: 0.1686 data_time: 0.0022 memory: 2855 loss: 1.8255 2022/12/06 21:44:19 - mmengine - INFO - Epoch(train) [35][ 500/5005] lr: 8.1364e-02 eta: 1 day, 1:45:59 time: 0.2481 data_time: 0.0018 memory: 2855 loss: 1.9574 2022/12/06 21:44:44 - mmengine - INFO - Epoch(train) [35][ 600/5005] lr: 8.1344e-02 eta: 1 day, 1:45:45 time: 0.2519 data_time: 0.0016 memory: 2855 loss: 2.1864 2022/12/06 21:45:09 - mmengine - INFO - Epoch(train) [35][ 700/5005] lr: 8.1324e-02 eta: 1 day, 1:45:31 time: 0.2407 data_time: 0.0017 memory: 2855 loss: 1.9730 2022/12/06 21:45:34 - mmengine - INFO - Epoch(train) [35][ 800/5005] lr: 8.1303e-02 eta: 1 day, 1:45:18 time: 0.2413 data_time: 0.0017 memory: 2855 loss: 1.8247 2022/12/06 21:45:41 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:45:59 - mmengine - INFO - Epoch(train) [35][ 900/5005] lr: 8.1283e-02 eta: 1 day, 1:45:04 time: 0.2520 data_time: 0.0018 memory: 2855 loss: 1.7908 2022/12/06 21:46:23 - mmengine - INFO - Epoch(train) [35][1000/5005] lr: 8.1263e-02 eta: 1 day, 1:44:51 time: 0.2477 data_time: 0.0020 memory: 2855 loss: 2.0816 2022/12/06 21:46:48 - mmengine - INFO - Epoch(train) [35][1100/5005] lr: 8.1242e-02 eta: 1 day, 1:44:37 time: 0.2466 data_time: 0.0019 memory: 2855 loss: 2.0360 2022/12/06 21:47:13 - mmengine - INFO - Epoch(train) [35][1200/5005] lr: 8.1222e-02 eta: 1 day, 1:44:23 time: 0.2593 data_time: 0.0020 memory: 2855 loss: 2.0858 2022/12/06 21:47:38 - mmengine - INFO - Epoch(train) [35][1300/5005] lr: 8.1201e-02 eta: 1 day, 1:44:10 time: 0.2500 data_time: 0.0019 memory: 2855 loss: 1.9808 2022/12/06 21:48:03 - mmengine - INFO - Epoch(train) [35][1400/5005] lr: 8.1181e-02 eta: 1 day, 1:43:56 time: 0.2478 data_time: 0.0019 memory: 2855 loss: 1.8963 2022/12/06 21:48:27 - mmengine - INFO - Epoch(train) [35][1500/5005] lr: 8.1160e-02 eta: 1 day, 1:43:42 time: 0.2426 data_time: 0.0018 memory: 2855 loss: 1.7676 2022/12/06 21:48:52 - mmengine - INFO - Epoch(train) [35][1600/5005] lr: 8.1140e-02 eta: 1 day, 1:43:28 time: 0.2448 data_time: 0.0019 memory: 2855 loss: 2.2019 2022/12/06 21:49:17 - mmengine - INFO - Epoch(train) [35][1700/5005] lr: 8.1119e-02 eta: 1 day, 1:43:14 time: 0.2487 data_time: 0.0020 memory: 2855 loss: 1.8931 2022/12/06 21:49:42 - mmengine - INFO - Epoch(train) [35][1800/5005] lr: 8.1099e-02 eta: 1 day, 1:43:00 time: 0.2474 data_time: 0.0014 memory: 2855 loss: 1.9013 2022/12/06 21:49:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:50:03 - mmengine - INFO - Epoch(train) [35][1900/5005] lr: 8.1078e-02 eta: 1 day, 1:42:37 time: 0.2363 data_time: 0.0048 memory: 2855 loss: 2.0103 2022/12/06 21:50:28 - mmengine - INFO - Epoch(train) [35][2000/5005] lr: 8.1058e-02 eta: 1 day, 1:42:25 time: 0.2461 data_time: 0.0016 memory: 2855 loss: 2.0472 2022/12/06 21:50:53 - mmengine - INFO - Epoch(train) [35][2100/5005] lr: 8.1038e-02 eta: 1 day, 1:42:11 time: 0.2530 data_time: 0.0017 memory: 2855 loss: 1.8362 2022/12/06 21:51:18 - mmengine - INFO - Epoch(train) [35][2200/5005] lr: 8.1017e-02 eta: 1 day, 1:41:58 time: 0.2479 data_time: 0.0022 memory: 2855 loss: 1.9898 2022/12/06 21:51:43 - mmengine - INFO - Epoch(train) [35][2300/5005] lr: 8.0996e-02 eta: 1 day, 1:41:44 time: 0.2506 data_time: 0.0017 memory: 2855 loss: 1.9508 2022/12/06 21:52:07 - mmengine - INFO - Epoch(train) [35][2400/5005] lr: 8.0976e-02 eta: 1 day, 1:41:30 time: 0.2433 data_time: 0.0018 memory: 2855 loss: 1.8707 2022/12/06 21:52:32 - mmengine - INFO - Epoch(train) [35][2500/5005] lr: 8.0955e-02 eta: 1 day, 1:41:16 time: 0.2493 data_time: 0.0018 memory: 2855 loss: 2.0445 2022/12/06 21:52:57 - mmengine - INFO - Epoch(train) [35][2600/5005] lr: 8.0935e-02 eta: 1 day, 1:41:02 time: 0.2487 data_time: 0.0017 memory: 2855 loss: 2.0721 2022/12/06 21:53:22 - mmengine - INFO - Epoch(train) [35][2700/5005] lr: 8.0914e-02 eta: 1 day, 1:40:48 time: 0.2403 data_time: 0.0020 memory: 2855 loss: 1.8270 2022/12/06 21:53:47 - mmengine - INFO - Epoch(train) [35][2800/5005] lr: 8.0894e-02 eta: 1 day, 1:40:34 time: 0.2473 data_time: 0.0020 memory: 2855 loss: 1.9384 2022/12/06 21:53:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:54:11 - mmengine - INFO - Epoch(train) [35][2900/5005] lr: 8.0873e-02 eta: 1 day, 1:40:21 time: 0.2416 data_time: 0.0018 memory: 2855 loss: 1.9297 2022/12/06 21:54:36 - mmengine - INFO - Epoch(train) [35][3000/5005] lr: 8.0853e-02 eta: 1 day, 1:40:07 time: 0.2520 data_time: 0.0016 memory: 2855 loss: 2.0910 2022/12/06 21:55:01 - mmengine - INFO - Epoch(train) [35][3100/5005] lr: 8.0832e-02 eta: 1 day, 1:39:53 time: 0.2446 data_time: 0.0018 memory: 2855 loss: 1.8433 2022/12/06 21:55:26 - mmengine - INFO - Epoch(train) [35][3200/5005] lr: 8.0811e-02 eta: 1 day, 1:39:39 time: 0.2515 data_time: 0.0013 memory: 2855 loss: 1.8723 2022/12/06 21:55:51 - mmengine - INFO - Epoch(train) [35][3300/5005] lr: 8.0791e-02 eta: 1 day, 1:39:26 time: 0.2508 data_time: 0.0012 memory: 2855 loss: 1.8336 2022/12/06 21:56:13 - mmengine - INFO - Epoch(train) [35][3400/5005] lr: 8.0770e-02 eta: 1 day, 1:39:05 time: 0.2469 data_time: 0.0020 memory: 2855 loss: 1.7282 2022/12/06 21:56:38 - mmengine - INFO - Epoch(train) [35][3500/5005] lr: 8.0750e-02 eta: 1 day, 1:38:51 time: 0.2509 data_time: 0.0015 memory: 2855 loss: 2.4646 2022/12/06 21:57:03 - mmengine - INFO - Epoch(train) [35][3600/5005] lr: 8.0729e-02 eta: 1 day, 1:38:37 time: 0.2490 data_time: 0.0014 memory: 2855 loss: 2.0238 2022/12/06 21:57:27 - mmengine - INFO - Epoch(train) [35][3700/5005] lr: 8.0708e-02 eta: 1 day, 1:38:23 time: 0.2505 data_time: 0.0016 memory: 2855 loss: 1.9663 2022/12/06 21:57:52 - mmengine - INFO - Epoch(train) [35][3800/5005] lr: 8.0688e-02 eta: 1 day, 1:38:09 time: 0.2481 data_time: 0.0015 memory: 2855 loss: 1.9606 2022/12/06 21:58:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 21:58:17 - mmengine - INFO - Epoch(train) [35][3900/5005] lr: 8.0667e-02 eta: 1 day, 1:37:55 time: 0.2509 data_time: 0.0020 memory: 2855 loss: 1.8842 2022/12/06 21:58:42 - mmengine - INFO - Epoch(train) [35][4000/5005] lr: 8.0646e-02 eta: 1 day, 1:37:42 time: 0.2509 data_time: 0.0019 memory: 2855 loss: 2.0004 2022/12/06 21:59:07 - mmengine - INFO - Epoch(train) [35][4100/5005] lr: 8.0626e-02 eta: 1 day, 1:37:28 time: 0.2523 data_time: 0.0018 memory: 2855 loss: 2.1417 2022/12/06 21:59:32 - mmengine - INFO - Epoch(train) [35][4200/5005] lr: 8.0605e-02 eta: 1 day, 1:37:14 time: 0.2489 data_time: 0.0017 memory: 2855 loss: 1.7937 2022/12/06 21:59:57 - mmengine - INFO - Epoch(train) [35][4300/5005] lr: 8.0584e-02 eta: 1 day, 1:37:00 time: 0.2494 data_time: 0.0018 memory: 2855 loss: 1.8997 2022/12/06 22:00:21 - mmengine - INFO - Epoch(train) [35][4400/5005] lr: 8.0564e-02 eta: 1 day, 1:36:45 time: 0.2494 data_time: 0.0017 memory: 2855 loss: 1.9074 2022/12/06 22:00:46 - mmengine - INFO - Epoch(train) [35][4500/5005] lr: 8.0543e-02 eta: 1 day, 1:36:31 time: 0.2406 data_time: 0.0018 memory: 2855 loss: 1.9120 2022/12/06 22:01:11 - mmengine - INFO - Epoch(train) [35][4600/5005] lr: 8.0522e-02 eta: 1 day, 1:36:17 time: 0.2399 data_time: 0.0018 memory: 2855 loss: 1.8395 2022/12/06 22:01:36 - mmengine - INFO - Epoch(train) [35][4700/5005] lr: 8.0502e-02 eta: 1 day, 1:36:03 time: 0.2457 data_time: 0.0013 memory: 2855 loss: 2.1064 2022/12/06 22:01:57 - mmengine - INFO - Epoch(train) [35][4800/5005] lr: 8.0481e-02 eta: 1 day, 1:35:41 time: 0.2096 data_time: 0.0025 memory: 2855 loss: 2.0883 2022/12/06 22:02:05 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:02:23 - mmengine - INFO - Epoch(train) [35][4900/5005] lr: 8.0460e-02 eta: 1 day, 1:35:28 time: 0.2471 data_time: 0.0016 memory: 2855 loss: 1.9402 2022/12/06 22:02:47 - mmengine - INFO - Epoch(train) [35][5000/5005] lr: 8.0439e-02 eta: 1 day, 1:35:14 time: 0.2515 data_time: 0.0028 memory: 2855 loss: 1.9436 2022/12/06 22:02:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:02:49 - mmengine - INFO - Saving checkpoint at 35 epochs 2022/12/06 22:02:57 - mmengine - INFO - Epoch(val) [35][100/196] eta: 0:00:06 time: 0.0764 data_time: 0.0283 memory: 2855 2022/12/06 22:03:14 - mmengine - INFO - Epoch(val) [35][196/196] accuracy/top1: 60.1700 accuracy/top5: 83.7120 2022/12/06 22:03:39 - mmengine - INFO - Epoch(train) [36][ 100/5005] lr: 8.0418e-02 eta: 1 day, 1:35:00 time: 0.2499 data_time: 0.0016 memory: 2855 loss: 1.7449 2022/12/06 22:04:04 - mmengine - INFO - Epoch(train) [36][ 200/5005] lr: 8.0397e-02 eta: 1 day, 1:34:46 time: 0.2485 data_time: 0.0016 memory: 2855 loss: 1.9749 2022/12/06 22:04:28 - mmengine - INFO - Epoch(train) [36][ 300/5005] lr: 8.0376e-02 eta: 1 day, 1:34:32 time: 0.2427 data_time: 0.0018 memory: 2855 loss: 1.9349 2022/12/06 22:04:53 - mmengine - INFO - Epoch(train) [36][ 400/5005] lr: 8.0355e-02 eta: 1 day, 1:34:17 time: 0.2483 data_time: 0.0021 memory: 2855 loss: 2.0877 2022/12/06 22:05:18 - mmengine - INFO - Epoch(train) [36][ 500/5005] lr: 8.0334e-02 eta: 1 day, 1:34:03 time: 0.2481 data_time: 0.0017 memory: 2855 loss: 1.7536 2022/12/06 22:05:43 - mmengine - INFO - Epoch(train) [36][ 600/5005] lr: 8.0314e-02 eta: 1 day, 1:33:49 time: 0.2413 data_time: 0.0019 memory: 2855 loss: 1.8151 2022/12/06 22:06:08 - mmengine - INFO - Epoch(train) [36][ 700/5005] lr: 8.0293e-02 eta: 1 day, 1:33:35 time: 0.2508 data_time: 0.0019 memory: 2855 loss: 2.0742 2022/12/06 22:06:33 - mmengine - INFO - Epoch(train) [36][ 800/5005] lr: 8.0272e-02 eta: 1 day, 1:33:21 time: 0.2505 data_time: 0.0018 memory: 2855 loss: 1.9756 2022/12/06 22:06:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:06:57 - mmengine - INFO - Epoch(train) [36][ 900/5005] lr: 8.0251e-02 eta: 1 day, 1:33:07 time: 0.2443 data_time: 0.0017 memory: 2855 loss: 1.9872 2022/12/06 22:07:22 - mmengine - INFO - Epoch(train) [36][1000/5005] lr: 8.0230e-02 eta: 1 day, 1:32:53 time: 0.2512 data_time: 0.0013 memory: 2855 loss: 1.9105 2022/12/06 22:07:45 - mmengine - INFO - Epoch(train) [36][1100/5005] lr: 8.0210e-02 eta: 1 day, 1:32:34 time: 0.1685 data_time: 0.0051 memory: 2855 loss: 1.7658 2022/12/06 22:08:09 - mmengine - INFO - Epoch(train) [36][1200/5005] lr: 8.0189e-02 eta: 1 day, 1:32:17 time: 0.2502 data_time: 0.0014 memory: 2855 loss: 1.8958 2022/12/06 22:08:34 - mmengine - INFO - Epoch(train) [36][1300/5005] lr: 8.0168e-02 eta: 1 day, 1:32:02 time: 0.2435 data_time: 0.0016 memory: 2855 loss: 1.9734 2022/12/06 22:08:59 - mmengine - INFO - Epoch(train) [36][1400/5005] lr: 8.0147e-02 eta: 1 day, 1:31:48 time: 0.2520 data_time: 0.0015 memory: 2855 loss: 1.9364 2022/12/06 22:09:24 - mmengine - INFO - Epoch(train) [36][1500/5005] lr: 8.0126e-02 eta: 1 day, 1:31:34 time: 0.2487 data_time: 0.0017 memory: 2855 loss: 1.7142 2022/12/06 22:09:48 - mmengine - INFO - Epoch(train) [36][1600/5005] lr: 8.0105e-02 eta: 1 day, 1:31:20 time: 0.2434 data_time: 0.0016 memory: 2855 loss: 1.9627 2022/12/06 22:10:13 - mmengine - INFO - Epoch(train) [36][1700/5005] lr: 8.0084e-02 eta: 1 day, 1:31:05 time: 0.2489 data_time: 0.0018 memory: 2855 loss: 1.8512 2022/12/06 22:10:38 - mmengine - INFO - Epoch(train) [36][1800/5005] lr: 8.0063e-02 eta: 1 day, 1:30:51 time: 0.2426 data_time: 0.0018 memory: 2855 loss: 1.9024 2022/12/06 22:10:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:11:03 - mmengine - INFO - Epoch(train) [36][1900/5005] lr: 8.0043e-02 eta: 1 day, 1:30:37 time: 0.2493 data_time: 0.0020 memory: 2855 loss: 1.8989 2022/12/06 22:11:28 - mmengine - INFO - Epoch(train) [36][2000/5005] lr: 8.0022e-02 eta: 1 day, 1:30:23 time: 0.2490 data_time: 0.0020 memory: 2855 loss: 1.8462 2022/12/06 22:11:52 - mmengine - INFO - Epoch(train) [36][2100/5005] lr: 8.0001e-02 eta: 1 day, 1:30:08 time: 0.2477 data_time: 0.0018 memory: 2855 loss: 1.6301 2022/12/06 22:12:17 - mmengine - INFO - Epoch(train) [36][2200/5005] lr: 7.9980e-02 eta: 1 day, 1:29:54 time: 0.2473 data_time: 0.0018 memory: 2855 loss: 1.8072 2022/12/06 22:12:42 - mmengine - INFO - Epoch(train) [36][2300/5005] lr: 7.9959e-02 eta: 1 day, 1:29:39 time: 0.2504 data_time: 0.0019 memory: 2855 loss: 1.8745 2022/12/06 22:13:07 - mmengine - INFO - Epoch(train) [36][2400/5005] lr: 7.9938e-02 eta: 1 day, 1:29:25 time: 0.2490 data_time: 0.0017 memory: 2855 loss: 1.9478 2022/12/06 22:13:32 - mmengine - INFO - Epoch(train) [36][2500/5005] lr: 7.9917e-02 eta: 1 day, 1:29:10 time: 0.2502 data_time: 0.0013 memory: 2855 loss: 1.9016 2022/12/06 22:13:54 - mmengine - INFO - Epoch(train) [36][2600/5005] lr: 7.9896e-02 eta: 1 day, 1:28:49 time: 0.2722 data_time: 0.0072 memory: 2855 loss: 2.0684 2022/12/06 22:14:19 - mmengine - INFO - Epoch(train) [36][2700/5005] lr: 7.9875e-02 eta: 1 day, 1:28:36 time: 0.2502 data_time: 0.0018 memory: 2855 loss: 1.7237 2022/12/06 22:14:43 - mmengine - INFO - Epoch(train) [36][2800/5005] lr: 7.9854e-02 eta: 1 day, 1:28:21 time: 0.2521 data_time: 0.0017 memory: 2855 loss: 1.8159 2022/12/06 22:14:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:15:08 - mmengine - INFO - Epoch(train) [36][2900/5005] lr: 7.9833e-02 eta: 1 day, 1:28:07 time: 0.2508 data_time: 0.0018 memory: 2855 loss: 1.8932 2022/12/06 22:15:33 - mmengine - INFO - Epoch(train) [36][3000/5005] lr: 7.9812e-02 eta: 1 day, 1:27:52 time: 0.2499 data_time: 0.0020 memory: 2855 loss: 1.8695 2022/12/06 22:15:58 - mmengine - INFO - Epoch(train) [36][3100/5005] lr: 7.9791e-02 eta: 1 day, 1:27:38 time: 0.2489 data_time: 0.0021 memory: 2855 loss: 1.9536 2022/12/06 22:16:23 - mmengine - INFO - Epoch(train) [36][3200/5005] lr: 7.9770e-02 eta: 1 day, 1:27:23 time: 0.2493 data_time: 0.0019 memory: 2855 loss: 1.8832 2022/12/06 22:16:48 - mmengine - INFO - Epoch(train) [36][3300/5005] lr: 7.9749e-02 eta: 1 day, 1:27:09 time: 0.2410 data_time: 0.0017 memory: 2855 loss: 1.8703 2022/12/06 22:17:12 - mmengine - INFO - Epoch(train) [36][3400/5005] lr: 7.9728e-02 eta: 1 day, 1:26:54 time: 0.2408 data_time: 0.0019 memory: 2855 loss: 1.8103 2022/12/06 22:17:37 - mmengine - INFO - Epoch(train) [36][3500/5005] lr: 7.9707e-02 eta: 1 day, 1:26:40 time: 0.2510 data_time: 0.0018 memory: 2855 loss: 1.8255 2022/12/06 22:18:02 - mmengine - INFO - Epoch(train) [36][3600/5005] lr: 7.9686e-02 eta: 1 day, 1:26:25 time: 0.2472 data_time: 0.0019 memory: 2855 loss: 1.8145 2022/12/06 22:18:27 - mmengine - INFO - Epoch(train) [36][3700/5005] lr: 7.9665e-02 eta: 1 day, 1:26:10 time: 0.2526 data_time: 0.0020 memory: 2855 loss: 1.9857 2022/12/06 22:18:52 - mmengine - INFO - Epoch(train) [36][3800/5005] lr: 7.9644e-02 eta: 1 day, 1:25:56 time: 0.2458 data_time: 0.0017 memory: 2855 loss: 2.0954 2022/12/06 22:18:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:19:16 - mmengine - INFO - Epoch(train) [36][3900/5005] lr: 7.9623e-02 eta: 1 day, 1:25:41 time: 0.2501 data_time: 0.0013 memory: 2855 loss: 2.0999 2022/12/06 22:19:40 - mmengine - INFO - Epoch(train) [36][4000/5005] lr: 7.9602e-02 eta: 1 day, 1:25:23 time: 0.1652 data_time: 0.0070 memory: 2855 loss: 1.9344 2022/12/06 22:20:03 - mmengine - INFO - Epoch(train) [36][4100/5005] lr: 7.9581e-02 eta: 1 day, 1:25:05 time: 0.2498 data_time: 0.0016 memory: 2855 loss: 1.8650 2022/12/06 22:20:28 - mmengine - INFO - Epoch(train) [36][4200/5005] lr: 7.9560e-02 eta: 1 day, 1:24:50 time: 0.2500 data_time: 0.0018 memory: 2855 loss: 1.9223 2022/12/06 22:20:53 - mmengine - INFO - Epoch(train) [36][4300/5005] lr: 7.9538e-02 eta: 1 day, 1:24:36 time: 0.2477 data_time: 0.0016 memory: 2855 loss: 1.8436 2022/12/06 22:21:18 - mmengine - INFO - Epoch(train) [36][4400/5005] lr: 7.9517e-02 eta: 1 day, 1:24:21 time: 0.2421 data_time: 0.0017 memory: 2855 loss: 1.8170 2022/12/06 22:21:42 - mmengine - INFO - Epoch(train) [36][4500/5005] lr: 7.9496e-02 eta: 1 day, 1:24:07 time: 0.2478 data_time: 0.0019 memory: 2855 loss: 1.5901 2022/12/06 22:22:07 - mmengine - INFO - Epoch(train) [36][4600/5005] lr: 7.9475e-02 eta: 1 day, 1:23:52 time: 0.2525 data_time: 0.0018 memory: 2855 loss: 1.9131 2022/12/06 22:22:32 - mmengine - INFO - Epoch(train) [36][4700/5005] lr: 7.9454e-02 eta: 1 day, 1:23:37 time: 0.2392 data_time: 0.0017 memory: 2855 loss: 2.0309 2022/12/06 22:22:57 - mmengine - INFO - Epoch(train) [36][4800/5005] lr: 7.9433e-02 eta: 1 day, 1:23:22 time: 0.2491 data_time: 0.0019 memory: 2855 loss: 1.8741 2022/12/06 22:23:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:23:22 - mmengine - INFO - Epoch(train) [36][4900/5005] lr: 7.9412e-02 eta: 1 day, 1:23:08 time: 0.2498 data_time: 0.0019 memory: 2855 loss: 1.8618 2022/12/06 22:23:46 - mmengine - INFO - Epoch(train) [36][5000/5005] lr: 7.9391e-02 eta: 1 day, 1:22:53 time: 0.2396 data_time: 0.0029 memory: 2855 loss: 1.9501 2022/12/06 22:23:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:23:48 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/12/06 22:23:56 - mmengine - INFO - Epoch(val) [36][100/196] eta: 0:00:06 time: 0.0785 data_time: 0.0347 memory: 2855 2022/12/06 22:24:12 - mmengine - INFO - Epoch(val) [36][196/196] accuracy/top1: 60.5560 accuracy/top5: 84.0000 2022/12/06 22:24:38 - mmengine - INFO - Epoch(train) [37][ 100/5005] lr: 7.9368e-02 eta: 1 day, 1:22:39 time: 0.2489 data_time: 0.0015 memory: 2855 loss: 1.6489 2022/12/06 22:25:03 - mmengine - INFO - Epoch(train) [37][ 200/5005] lr: 7.9347e-02 eta: 1 day, 1:22:24 time: 0.2500 data_time: 0.0013 memory: 2855 loss: 1.7134 2022/12/06 22:25:27 - mmengine - INFO - Epoch(train) [37][ 300/5005] lr: 7.9326e-02 eta: 1 day, 1:22:10 time: 0.2522 data_time: 0.0013 memory: 2855 loss: 1.8197 2022/12/06 22:25:49 - mmengine - INFO - Epoch(train) [37][ 400/5005] lr: 7.9305e-02 eta: 1 day, 1:21:47 time: 0.2577 data_time: 0.0047 memory: 2855 loss: 1.7995 2022/12/06 22:26:14 - mmengine - INFO - Epoch(train) [37][ 500/5005] lr: 7.9284e-02 eta: 1 day, 1:21:33 time: 0.2512 data_time: 0.0017 memory: 2855 loss: 1.7802 2022/12/06 22:26:39 - mmengine - INFO - Epoch(train) [37][ 600/5005] lr: 7.9262e-02 eta: 1 day, 1:21:18 time: 0.2404 data_time: 0.0016 memory: 2855 loss: 1.7909 2022/12/06 22:27:04 - mmengine - INFO - Epoch(train) [37][ 700/5005] lr: 7.9241e-02 eta: 1 day, 1:21:03 time: 0.2474 data_time: 0.0019 memory: 2855 loss: 1.8717 2022/12/06 22:27:28 - mmengine - INFO - Epoch(train) [37][ 800/5005] lr: 7.9220e-02 eta: 1 day, 1:20:49 time: 0.2492 data_time: 0.0017 memory: 2855 loss: 1.7829 2022/12/06 22:27:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:27:53 - mmengine - INFO - Epoch(train) [37][ 900/5005] lr: 7.9199e-02 eta: 1 day, 1:20:34 time: 0.2413 data_time: 0.0018 memory: 2855 loss: 2.0251 2022/12/06 22:28:18 - mmengine - INFO - Epoch(train) [37][1000/5005] lr: 7.9177e-02 eta: 1 day, 1:20:19 time: 0.2488 data_time: 0.0020 memory: 2855 loss: 1.7221 2022/12/06 22:28:43 - mmengine - INFO - Epoch(train) [37][1100/5005] lr: 7.9156e-02 eta: 1 day, 1:20:04 time: 0.2422 data_time: 0.0019 memory: 2855 loss: 1.9136 2022/12/06 22:29:08 - mmengine - INFO - Epoch(train) [37][1200/5005] lr: 7.9135e-02 eta: 1 day, 1:19:49 time: 0.2601 data_time: 0.0018 memory: 2855 loss: 2.1105 2022/12/06 22:29:32 - mmengine - INFO - Epoch(train) [37][1300/5005] lr: 7.9114e-02 eta: 1 day, 1:19:34 time: 0.2498 data_time: 0.0020 memory: 2855 loss: 1.6288 2022/12/06 22:29:57 - mmengine - INFO - Epoch(train) [37][1400/5005] lr: 7.9092e-02 eta: 1 day, 1:19:20 time: 0.2447 data_time: 0.0020 memory: 2855 loss: 1.9695 2022/12/06 22:30:22 - mmengine - INFO - Epoch(train) [37][1500/5005] lr: 7.9071e-02 eta: 1 day, 1:19:05 time: 0.2472 data_time: 0.0018 memory: 2855 loss: 1.8785 2022/12/06 22:30:47 - mmengine - INFO - Epoch(train) [37][1600/5005] lr: 7.9050e-02 eta: 1 day, 1:18:50 time: 0.2443 data_time: 0.0019 memory: 2855 loss: 1.8791 2022/12/06 22:31:12 - mmengine - INFO - Epoch(train) [37][1700/5005] lr: 7.9029e-02 eta: 1 day, 1:18:35 time: 0.2482 data_time: 0.0013 memory: 2855 loss: 2.0613 2022/12/06 22:31:34 - mmengine - INFO - Epoch(train) [37][1800/5005] lr: 7.9007e-02 eta: 1 day, 1:18:14 time: 0.1615 data_time: 0.0051 memory: 2855 loss: 2.2006 2022/12/06 22:31:38 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:31:58 - mmengine - INFO - Epoch(train) [37][1900/5005] lr: 7.8986e-02 eta: 1 day, 1:17:58 time: 0.2475 data_time: 0.0016 memory: 2855 loss: 1.8911 2022/12/06 22:32:23 - mmengine - INFO - Epoch(train) [37][2000/5005] lr: 7.8965e-02 eta: 1 day, 1:17:43 time: 0.2508 data_time: 0.0015 memory: 2855 loss: 1.8439 2022/12/06 22:32:48 - mmengine - INFO - Epoch(train) [37][2100/5005] lr: 7.8943e-02 eta: 1 day, 1:17:28 time: 0.2448 data_time: 0.0016 memory: 2855 loss: 1.7096 2022/12/06 22:33:13 - mmengine - INFO - Epoch(train) [37][2200/5005] lr: 7.8922e-02 eta: 1 day, 1:17:14 time: 0.2523 data_time: 0.0015 memory: 2855 loss: 1.8431 2022/12/06 22:33:38 - mmengine - INFO - Epoch(train) [37][2300/5005] lr: 7.8901e-02 eta: 1 day, 1:16:59 time: 0.2393 data_time: 0.0017 memory: 2855 loss: 1.9409 2022/12/06 22:34:03 - mmengine - INFO - Epoch(train) [37][2400/5005] lr: 7.8879e-02 eta: 1 day, 1:16:44 time: 0.2448 data_time: 0.0016 memory: 2855 loss: 1.7529 2022/12/06 22:34:27 - mmengine - INFO - Epoch(train) [37][2500/5005] lr: 7.8858e-02 eta: 1 day, 1:16:29 time: 0.2521 data_time: 0.0020 memory: 2855 loss: 1.8514 2022/12/06 22:34:52 - mmengine - INFO - Epoch(train) [37][2600/5005] lr: 7.8837e-02 eta: 1 day, 1:16:14 time: 0.2462 data_time: 0.0020 memory: 2855 loss: 2.0218 2022/12/06 22:35:17 - mmengine - INFO - Epoch(train) [37][2700/5005] lr: 7.8815e-02 eta: 1 day, 1:15:59 time: 0.2512 data_time: 0.0023 memory: 2855 loss: 1.7837 2022/12/06 22:35:42 - mmengine - INFO - Epoch(train) [37][2800/5005] lr: 7.8794e-02 eta: 1 day, 1:15:44 time: 0.2478 data_time: 0.0020 memory: 2855 loss: 2.0455 2022/12/06 22:35:47 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:36:07 - mmengine - INFO - Epoch(train) [37][2900/5005] lr: 7.8773e-02 eta: 1 day, 1:15:29 time: 0.2487 data_time: 0.0020 memory: 2855 loss: 1.4791 2022/12/06 22:36:31 - mmengine - INFO - Epoch(train) [37][3000/5005] lr: 7.8751e-02 eta: 1 day, 1:15:14 time: 0.2477 data_time: 0.0018 memory: 2855 loss: 1.8899 2022/12/06 22:36:56 - mmengine - INFO - Epoch(train) [37][3100/5005] lr: 7.8730e-02 eta: 1 day, 1:14:59 time: 0.2479 data_time: 0.0015 memory: 2855 loss: 1.9296 2022/12/06 22:37:21 - mmengine - INFO - Epoch(train) [37][3200/5005] lr: 7.8708e-02 eta: 1 day, 1:14:44 time: 0.2416 data_time: 0.0013 memory: 2855 loss: 1.9758 2022/12/06 22:37:43 - mmengine - INFO - Epoch(train) [37][3300/5005] lr: 7.8687e-02 eta: 1 day, 1:14:22 time: 0.2695 data_time: 0.0037 memory: 2855 loss: 2.0240 2022/12/06 22:38:08 - mmengine - INFO - Epoch(train) [37][3400/5005] lr: 7.8665e-02 eta: 1 day, 1:14:07 time: 0.2448 data_time: 0.0016 memory: 2855 loss: 1.7982 2022/12/06 22:38:33 - mmengine - INFO - Epoch(train) [37][3500/5005] lr: 7.8644e-02 eta: 1 day, 1:13:52 time: 0.2491 data_time: 0.0019 memory: 2855 loss: 2.0900 2022/12/06 22:38:57 - mmengine - INFO - Epoch(train) [37][3600/5005] lr: 7.8623e-02 eta: 1 day, 1:13:37 time: 0.2502 data_time: 0.0019 memory: 2855 loss: 1.9488 2022/12/06 22:39:22 - mmengine - INFO - Epoch(train) [37][3700/5005] lr: 7.8601e-02 eta: 1 day, 1:13:22 time: 0.2492 data_time: 0.0018 memory: 2855 loss: 1.8232 2022/12/06 22:39:47 - mmengine - INFO - Epoch(train) [37][3800/5005] lr: 7.8580e-02 eta: 1 day, 1:13:07 time: 0.2510 data_time: 0.0021 memory: 2855 loss: 1.7957 2022/12/06 22:39:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:40:12 - mmengine - INFO - Epoch(train) [37][3900/5005] lr: 7.8558e-02 eta: 1 day, 1:12:52 time: 0.2513 data_time: 0.0020 memory: 2855 loss: 1.7308 2022/12/06 22:40:37 - mmengine - INFO - Epoch(train) [37][4000/5005] lr: 7.8537e-02 eta: 1 day, 1:12:37 time: 0.2428 data_time: 0.0020 memory: 2855 loss: 1.9279 2022/12/06 22:41:01 - mmengine - INFO - Epoch(train) [37][4100/5005] lr: 7.8515e-02 eta: 1 day, 1:12:21 time: 0.2485 data_time: 0.0020 memory: 2855 loss: 2.1705 2022/12/06 22:41:26 - mmengine - INFO - Epoch(train) [37][4200/5005] lr: 7.8494e-02 eta: 1 day, 1:12:06 time: 0.2469 data_time: 0.0026 memory: 2855 loss: 2.0670 2022/12/06 22:41:51 - mmengine - INFO - Epoch(train) [37][4300/5005] lr: 7.8472e-02 eta: 1 day, 1:11:51 time: 0.2496 data_time: 0.0018 memory: 2855 loss: 1.8317 2022/12/06 22:42:16 - mmengine - INFO - Epoch(train) [37][4400/5005] lr: 7.8451e-02 eta: 1 day, 1:11:36 time: 0.2510 data_time: 0.0021 memory: 2855 loss: 2.1811 2022/12/06 22:42:41 - mmengine - INFO - Epoch(train) [37][4500/5005] lr: 7.8429e-02 eta: 1 day, 1:11:21 time: 0.2493 data_time: 0.0021 memory: 2855 loss: 1.8704 2022/12/06 22:43:05 - mmengine - INFO - Epoch(train) [37][4600/5005] lr: 7.8408e-02 eta: 1 day, 1:11:05 time: 0.2447 data_time: 0.0013 memory: 2855 loss: 1.8993 2022/12/06 22:43:28 - mmengine - INFO - Epoch(train) [37][4700/5005] lr: 7.8386e-02 eta: 1 day, 1:10:46 time: 0.1595 data_time: 0.0045 memory: 2855 loss: 1.8763 2022/12/06 22:43:52 - mmengine - INFO - Epoch(train) [37][4800/5005] lr: 7.8365e-02 eta: 1 day, 1:10:29 time: 0.2465 data_time: 0.0020 memory: 2855 loss: 1.9357 2022/12/06 22:43:57 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:44:17 - mmengine - INFO - Epoch(train) [37][4900/5005] lr: 7.8343e-02 eta: 1 day, 1:10:14 time: 0.2494 data_time: 0.0017 memory: 2855 loss: 1.8267 2022/12/06 22:44:42 - mmengine - INFO - Epoch(train) [37][5000/5005] lr: 7.8322e-02 eta: 1 day, 1:09:59 time: 0.2432 data_time: 0.0028 memory: 2855 loss: 1.7355 2022/12/06 22:44:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:44:43 - mmengine - INFO - Saving checkpoint at 37 epochs 2022/12/06 22:44:51 - mmengine - INFO - Epoch(val) [37][100/196] eta: 0:00:06 time: 0.0612 data_time: 0.0171 memory: 2855 2022/12/06 22:45:08 - mmengine - INFO - Epoch(val) [37][196/196] accuracy/top1: 62.2380 accuracy/top5: 84.7940 2022/12/06 22:45:34 - mmengine - INFO - Epoch(train) [38][ 100/5005] lr: 7.8299e-02 eta: 1 day, 1:09:43 time: 0.2456 data_time: 0.0017 memory: 2855 loss: 1.6602 2022/12/06 22:45:58 - mmengine - INFO - Epoch(train) [38][ 200/5005] lr: 7.8277e-02 eta: 1 day, 1:09:27 time: 0.2475 data_time: 0.0022 memory: 2855 loss: 2.0422 2022/12/06 22:46:23 - mmengine - INFO - Epoch(train) [38][ 300/5005] lr: 7.8256e-02 eta: 1 day, 1:09:12 time: 0.2476 data_time: 0.0022 memory: 2855 loss: 1.9111 2022/12/06 22:46:48 - mmengine - INFO - Epoch(train) [38][ 400/5005] lr: 7.8234e-02 eta: 1 day, 1:08:57 time: 0.2514 data_time: 0.0019 memory: 2855 loss: 1.6848 2022/12/06 22:47:13 - mmengine - INFO - Epoch(train) [38][ 500/5005] lr: 7.8213e-02 eta: 1 day, 1:08:42 time: 0.2467 data_time: 0.0019 memory: 2855 loss: 1.9370 2022/12/06 22:47:37 - mmengine - INFO - Epoch(train) [38][ 600/5005] lr: 7.8191e-02 eta: 1 day, 1:08:26 time: 0.2437 data_time: 0.0021 memory: 2855 loss: 1.9362 2022/12/06 22:48:02 - mmengine - INFO - Epoch(train) [38][ 700/5005] lr: 7.8169e-02 eta: 1 day, 1:08:11 time: 0.2503 data_time: 0.0019 memory: 2855 loss: 1.9282 2022/12/06 22:48:27 - mmengine - INFO - Epoch(train) [38][ 800/5005] lr: 7.8148e-02 eta: 1 day, 1:07:55 time: 0.2426 data_time: 0.0018 memory: 2855 loss: 1.5897 2022/12/06 22:48:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:48:52 - mmengine - INFO - Epoch(train) [38][ 900/5005] lr: 7.8126e-02 eta: 1 day, 1:07:40 time: 0.2499 data_time: 0.0013 memory: 2855 loss: 1.9490 2022/12/06 22:49:17 - mmengine - INFO - Epoch(train) [38][1000/5005] lr: 7.8105e-02 eta: 1 day, 1:07:25 time: 0.2288 data_time: 0.0014 memory: 2855 loss: 1.7710 2022/12/06 22:49:39 - mmengine - INFO - Epoch(train) [38][1100/5005] lr: 7.8083e-02 eta: 1 day, 1:07:04 time: 0.2486 data_time: 0.0023 memory: 2855 loss: 2.0154 2022/12/06 22:50:04 - mmengine - INFO - Epoch(train) [38][1200/5005] lr: 7.8061e-02 eta: 1 day, 1:06:48 time: 0.2430 data_time: 0.0015 memory: 2855 loss: 1.9219 2022/12/06 22:50:29 - mmengine - INFO - Epoch(train) [38][1300/5005] lr: 7.8040e-02 eta: 1 day, 1:06:33 time: 0.2482 data_time: 0.0019 memory: 2855 loss: 1.9431 2022/12/06 22:50:53 - mmengine - INFO - Epoch(train) [38][1400/5005] lr: 7.8018e-02 eta: 1 day, 1:06:17 time: 0.2435 data_time: 0.0019 memory: 2855 loss: 2.2053 2022/12/06 22:51:18 - mmengine - INFO - Epoch(train) [38][1500/5005] lr: 7.7996e-02 eta: 1 day, 1:06:02 time: 0.2513 data_time: 0.0020 memory: 2855 loss: 1.9547 2022/12/06 22:51:43 - mmengine - INFO - Epoch(train) [38][1600/5005] lr: 7.7975e-02 eta: 1 day, 1:05:47 time: 0.2506 data_time: 0.0018 memory: 2855 loss: 1.9361 2022/12/06 22:52:08 - mmengine - INFO - Epoch(train) [38][1700/5005] lr: 7.7953e-02 eta: 1 day, 1:05:31 time: 0.2474 data_time: 0.0020 memory: 2855 loss: 1.7908 2022/12/06 22:52:32 - mmengine - INFO - Epoch(train) [38][1800/5005] lr: 7.7931e-02 eta: 1 day, 1:05:16 time: 0.2394 data_time: 0.0019 memory: 2855 loss: 1.7787 2022/12/06 22:52:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:52:57 - mmengine - INFO - Epoch(train) [38][1900/5005] lr: 7.7910e-02 eta: 1 day, 1:05:01 time: 0.2519 data_time: 0.0017 memory: 2855 loss: 1.8685 2022/12/06 22:53:22 - mmengine - INFO - Epoch(train) [38][2000/5005] lr: 7.7888e-02 eta: 1 day, 1:04:45 time: 0.2408 data_time: 0.0020 memory: 2855 loss: 1.8927 2022/12/06 22:53:47 - mmengine - INFO - Epoch(train) [38][2100/5005] lr: 7.7866e-02 eta: 1 day, 1:04:30 time: 0.2490 data_time: 0.0021 memory: 2855 loss: 1.9724 2022/12/06 22:54:12 - mmengine - INFO - Epoch(train) [38][2200/5005] lr: 7.7844e-02 eta: 1 day, 1:04:14 time: 0.2434 data_time: 0.0021 memory: 2855 loss: 1.7879 2022/12/06 22:54:37 - mmengine - INFO - Epoch(train) [38][2300/5005] lr: 7.7823e-02 eta: 1 day, 1:03:59 time: 0.2517 data_time: 0.0018 memory: 2855 loss: 1.7122 2022/12/06 22:55:01 - mmengine - INFO - Epoch(train) [38][2400/5005] lr: 7.7801e-02 eta: 1 day, 1:03:43 time: 0.2509 data_time: 0.0016 memory: 2855 loss: 1.9227 2022/12/06 22:55:22 - mmengine - INFO - Epoch(train) [38][2500/5005] lr: 7.7779e-02 eta: 1 day, 1:03:19 time: 0.1859 data_time: 0.0053 memory: 2855 loss: 1.7013 2022/12/06 22:55:48 - mmengine - INFO - Epoch(train) [38][2600/5005] lr: 7.7758e-02 eta: 1 day, 1:03:06 time: 0.2475 data_time: 0.0015 memory: 2855 loss: 2.0290 2022/12/06 22:56:13 - mmengine - INFO - Epoch(train) [38][2700/5005] lr: 7.7736e-02 eta: 1 day, 1:02:50 time: 0.2513 data_time: 0.0017 memory: 2855 loss: 1.8003 2022/12/06 22:56:38 - mmengine - INFO - Epoch(train) [38][2800/5005] lr: 7.7714e-02 eta: 1 day, 1:02:35 time: 0.2388 data_time: 0.0017 memory: 2855 loss: 1.8821 2022/12/06 22:56:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 22:57:03 - mmengine - INFO - Epoch(train) [38][2900/5005] lr: 7.7692e-02 eta: 1 day, 1:02:20 time: 0.2499 data_time: 0.0017 memory: 2855 loss: 1.9617 2022/12/06 22:57:28 - mmengine - INFO - Epoch(train) [38][3000/5005] lr: 7.7670e-02 eta: 1 day, 1:02:04 time: 0.2486 data_time: 0.0018 memory: 2855 loss: 2.1041 2022/12/06 22:57:52 - mmengine - INFO - Epoch(train) [38][3100/5005] lr: 7.7649e-02 eta: 1 day, 1:01:49 time: 0.2499 data_time: 0.0017 memory: 2855 loss: 1.9254 2022/12/06 22:58:17 - mmengine - INFO - Epoch(train) [38][3200/5005] lr: 7.7627e-02 eta: 1 day, 1:01:33 time: 0.2431 data_time: 0.0019 memory: 2855 loss: 1.9838 2022/12/06 22:58:42 - mmengine - INFO - Epoch(train) [38][3300/5005] lr: 7.7605e-02 eta: 1 day, 1:01:18 time: 0.2483 data_time: 0.0018 memory: 2855 loss: 1.7995 2022/12/06 22:59:07 - mmengine - INFO - Epoch(train) [38][3400/5005] lr: 7.7583e-02 eta: 1 day, 1:01:02 time: 0.2476 data_time: 0.0016 memory: 2855 loss: 1.9197 2022/12/06 22:59:32 - mmengine - INFO - Epoch(train) [38][3500/5005] lr: 7.7561e-02 eta: 1 day, 1:00:47 time: 0.2474 data_time: 0.0017 memory: 2855 loss: 2.0850 2022/12/06 22:59:57 - mmengine - INFO - Epoch(train) [38][3600/5005] lr: 7.7540e-02 eta: 1 day, 1:00:31 time: 0.2480 data_time: 0.0019 memory: 2855 loss: 2.1638 2022/12/06 23:00:21 - mmengine - INFO - Epoch(train) [38][3700/5005] lr: 7.7518e-02 eta: 1 day, 1:00:15 time: 0.2391 data_time: 0.0023 memory: 2855 loss: 1.9721 2022/12/06 23:00:46 - mmengine - INFO - Epoch(train) [38][3800/5005] lr: 7.7496e-02 eta: 1 day, 1:00:00 time: 0.2499 data_time: 0.0015 memory: 2855 loss: 1.7713 2022/12/06 23:00:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:01:11 - mmengine - INFO - Epoch(train) [38][3900/5005] lr: 7.7474e-02 eta: 1 day, 0:59:44 time: 0.2505 data_time: 0.0014 memory: 2855 loss: 1.7610 2022/12/06 23:01:33 - mmengine - INFO - Epoch(train) [38][4000/5005] lr: 7.7452e-02 eta: 1 day, 0:59:23 time: 0.2472 data_time: 0.0023 memory: 2855 loss: 1.7141 2022/12/06 23:01:58 - mmengine - INFO - Epoch(train) [38][4100/5005] lr: 7.7430e-02 eta: 1 day, 0:59:07 time: 0.2508 data_time: 0.0017 memory: 2855 loss: 1.7041 2022/12/06 23:02:23 - mmengine - INFO - Epoch(train) [38][4200/5005] lr: 7.7409e-02 eta: 1 day, 0:58:51 time: 0.2571 data_time: 0.0019 memory: 2855 loss: 2.1760 2022/12/06 23:02:48 - mmengine - INFO - Epoch(train) [38][4300/5005] lr: 7.7387e-02 eta: 1 day, 0:58:36 time: 0.2414 data_time: 0.0018 memory: 2855 loss: 1.8103 2022/12/06 23:03:13 - mmengine - INFO - Epoch(train) [38][4400/5005] lr: 7.7365e-02 eta: 1 day, 0:58:21 time: 0.2490 data_time: 0.0019 memory: 2855 loss: 1.7799 2022/12/06 23:03:37 - mmengine - INFO - Epoch(train) [38][4500/5005] lr: 7.7343e-02 eta: 1 day, 0:58:05 time: 0.2437 data_time: 0.0017 memory: 2855 loss: 1.9599 2022/12/06 23:04:02 - mmengine - INFO - Epoch(train) [38][4600/5005] lr: 7.7321e-02 eta: 1 day, 0:57:49 time: 0.2508 data_time: 0.0018 memory: 2855 loss: 1.8313 2022/12/06 23:04:27 - mmengine - INFO - Epoch(train) [38][4700/5005] lr: 7.7299e-02 eta: 1 day, 0:57:33 time: 0.2415 data_time: 0.0019 memory: 2855 loss: 1.8860 2022/12/06 23:04:52 - mmengine - INFO - Epoch(train) [38][4800/5005] lr: 7.7277e-02 eta: 1 day, 0:57:17 time: 0.2519 data_time: 0.0019 memory: 2855 loss: 1.8429 2022/12/06 23:04:55 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:05:16 - mmengine - INFO - Epoch(train) [38][4900/5005] lr: 7.7255e-02 eta: 1 day, 0:57:02 time: 0.2404 data_time: 0.0019 memory: 2855 loss: 2.0227 2022/12/06 23:05:41 - mmengine - INFO - Epoch(train) [38][5000/5005] lr: 7.7233e-02 eta: 1 day, 0:56:46 time: 0.2523 data_time: 0.0027 memory: 2855 loss: 1.8826 2022/12/06 23:05:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:05:42 - mmengine - INFO - Saving checkpoint at 38 epochs 2022/12/06 23:05:51 - mmengine - INFO - Epoch(val) [38][100/196] eta: 0:00:07 time: 0.0745 data_time: 0.0300 memory: 2855 2022/12/06 23:06:08 - mmengine - INFO - Epoch(val) [38][196/196] accuracy/top1: 62.6660 accuracy/top5: 85.0580 2022/12/06 23:06:33 - mmengine - INFO - Epoch(train) [39][ 100/5005] lr: 7.7210e-02 eta: 1 day, 0:56:30 time: 0.2508 data_time: 0.0014 memory: 2855 loss: 1.8073 2022/12/06 23:06:58 - mmengine - INFO - Epoch(train) [39][ 200/5005] lr: 7.7188e-02 eta: 1 day, 0:56:15 time: 0.2506 data_time: 0.0014 memory: 2855 loss: 1.8621 2022/12/06 23:07:20 - mmengine - INFO - Epoch(train) [39][ 300/5005] lr: 7.7166e-02 eta: 1 day, 0:55:52 time: 0.2675 data_time: 0.0069 memory: 2855 loss: 1.8713 2022/12/06 23:07:44 - mmengine - INFO - Epoch(train) [39][ 400/5005] lr: 7.7144e-02 eta: 1 day, 0:55:36 time: 0.2431 data_time: 0.0017 memory: 2855 loss: 1.7868 2022/12/06 23:08:09 - mmengine - INFO - Epoch(train) [39][ 500/5005] lr: 7.7122e-02 eta: 1 day, 0:55:20 time: 0.2441 data_time: 0.0019 memory: 2855 loss: 1.8565 2022/12/06 23:08:34 - mmengine - INFO - Epoch(train) [39][ 600/5005] lr: 7.7100e-02 eta: 1 day, 0:55:05 time: 0.2479 data_time: 0.0018 memory: 2855 loss: 1.9586 2022/12/06 23:08:59 - mmengine - INFO - Epoch(train) [39][ 700/5005] lr: 7.7078e-02 eta: 1 day, 0:54:49 time: 0.2419 data_time: 0.0020 memory: 2855 loss: 1.9178 2022/12/06 23:09:24 - mmengine - INFO - Epoch(train) [39][ 800/5005] lr: 7.7056e-02 eta: 1 day, 0:54:33 time: 0.2501 data_time: 0.0019 memory: 2855 loss: 1.9659 2022/12/06 23:09:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:09:48 - mmengine - INFO - Epoch(train) [39][ 900/5005] lr: 7.7034e-02 eta: 1 day, 0:54:17 time: 0.2516 data_time: 0.0018 memory: 2855 loss: 1.7604 2022/12/06 23:10:13 - mmengine - INFO - Epoch(train) [39][1000/5005] lr: 7.7012e-02 eta: 1 day, 0:54:01 time: 0.2491 data_time: 0.0018 memory: 2855 loss: 1.9414 2022/12/06 23:10:38 - mmengine - INFO - Epoch(train) [39][1100/5005] lr: 7.6990e-02 eta: 1 day, 0:53:45 time: 0.2455 data_time: 0.0019 memory: 2855 loss: 2.0350 2022/12/06 23:11:03 - mmengine - INFO - Epoch(train) [39][1200/5005] lr: 7.6968e-02 eta: 1 day, 0:53:29 time: 0.2499 data_time: 0.0018 memory: 2855 loss: 1.9659 2022/12/06 23:11:28 - mmengine - INFO - Epoch(train) [39][1300/5005] lr: 7.6946e-02 eta: 1 day, 0:53:14 time: 0.2438 data_time: 0.0021 memory: 2855 loss: 1.7823 2022/12/06 23:11:52 - mmengine - INFO - Epoch(train) [39][1400/5005] lr: 7.6924e-02 eta: 1 day, 0:52:58 time: 0.2508 data_time: 0.0020 memory: 2855 loss: 1.5908 2022/12/06 23:12:17 - mmengine - INFO - Epoch(train) [39][1500/5005] lr: 7.6902e-02 eta: 1 day, 0:52:42 time: 0.2396 data_time: 0.0018 memory: 2855 loss: 1.7946 2022/12/06 23:12:42 - mmengine - INFO - Epoch(train) [39][1600/5005] lr: 7.6880e-02 eta: 1 day, 0:52:26 time: 0.2515 data_time: 0.0013 memory: 2855 loss: 2.1369 2022/12/06 23:13:05 - mmengine - INFO - Epoch(train) [39][1700/5005] lr: 7.6858e-02 eta: 1 day, 0:52:06 time: 0.1639 data_time: 0.0062 memory: 2855 loss: 2.0013 2022/12/06 23:13:29 - mmengine - INFO - Epoch(train) [39][1800/5005] lr: 7.6836e-02 eta: 1 day, 0:51:48 time: 0.2485 data_time: 0.0019 memory: 2855 loss: 2.0302 2022/12/06 23:13:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:13:53 - mmengine - INFO - Epoch(train) [39][1900/5005] lr: 7.6814e-02 eta: 1 day, 0:51:32 time: 0.2499 data_time: 0.0017 memory: 2855 loss: 1.8354 2022/12/06 23:14:18 - mmengine - INFO - Epoch(train) [39][2000/5005] lr: 7.6792e-02 eta: 1 day, 0:51:16 time: 0.2420 data_time: 0.0017 memory: 2855 loss: 1.7886 2022/12/06 23:14:43 - mmengine - INFO - Epoch(train) [39][2100/5005] lr: 7.6770e-02 eta: 1 day, 0:51:00 time: 0.2497 data_time: 0.0021 memory: 2855 loss: 1.8017 2022/12/06 23:15:08 - mmengine - INFO - Epoch(train) [39][2200/5005] lr: 7.6748e-02 eta: 1 day, 0:50:44 time: 0.2475 data_time: 0.0018 memory: 2855 loss: 2.0777 2022/12/06 23:15:33 - mmengine - INFO - Epoch(train) [39][2300/5005] lr: 7.6726e-02 eta: 1 day, 0:50:28 time: 0.2517 data_time: 0.0019 memory: 2855 loss: 1.7495 2022/12/06 23:15:57 - mmengine - INFO - Epoch(train) [39][2400/5005] lr: 7.6704e-02 eta: 1 day, 0:50:12 time: 0.2465 data_time: 0.0020 memory: 2855 loss: 1.6417 2022/12/06 23:16:22 - mmengine - INFO - Epoch(train) [39][2500/5005] lr: 7.6681e-02 eta: 1 day, 0:49:56 time: 0.2527 data_time: 0.0019 memory: 2855 loss: 1.9509 2022/12/06 23:16:47 - mmengine - INFO - Epoch(train) [39][2600/5005] lr: 7.6659e-02 eta: 1 day, 0:49:40 time: 0.2480 data_time: 0.0022 memory: 2855 loss: 1.8968 2022/12/06 23:17:12 - mmengine - INFO - Epoch(train) [39][2700/5005] lr: 7.6637e-02 eta: 1 day, 0:49:24 time: 0.2523 data_time: 0.0018 memory: 2855 loss: 1.9336 2022/12/06 23:17:37 - mmengine - INFO - Epoch(train) [39][2800/5005] lr: 7.6615e-02 eta: 1 day, 0:49:09 time: 0.2491 data_time: 0.0021 memory: 2855 loss: 1.7947 2022/12/06 23:17:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:18:02 - mmengine - INFO - Epoch(train) [39][2900/5005] lr: 7.6593e-02 eta: 1 day, 0:48:53 time: 0.2488 data_time: 0.0017 memory: 2855 loss: 1.8412 2022/12/06 23:18:27 - mmengine - INFO - Epoch(train) [39][3000/5005] lr: 7.6571e-02 eta: 1 day, 0:48:37 time: 0.2501 data_time: 0.0014 memory: 2855 loss: 2.1046 2022/12/06 23:18:52 - mmengine - INFO - Epoch(train) [39][3100/5005] lr: 7.6549e-02 eta: 1 day, 0:48:21 time: 0.2511 data_time: 0.0013 memory: 2855 loss: 1.8033 2022/12/06 23:19:13 - mmengine - INFO - Epoch(train) [39][3200/5005] lr: 7.6526e-02 eta: 1 day, 0:47:58 time: 0.2650 data_time: 0.0103 memory: 2855 loss: 1.8725 2022/12/06 23:19:38 - mmengine - INFO - Epoch(train) [39][3300/5005] lr: 7.6504e-02 eta: 1 day, 0:47:42 time: 0.2496 data_time: 0.0016 memory: 2855 loss: 1.9281 2022/12/06 23:20:03 - mmengine - INFO - Epoch(train) [39][3400/5005] lr: 7.6482e-02 eta: 1 day, 0:47:26 time: 0.2460 data_time: 0.0019 memory: 2855 loss: 1.7131 2022/12/06 23:20:27 - mmengine - INFO - Epoch(train) [39][3500/5005] lr: 7.6460e-02 eta: 1 day, 0:47:10 time: 0.2499 data_time: 0.0017 memory: 2855 loss: 1.9196 2022/12/06 23:20:52 - mmengine - INFO - Epoch(train) [39][3600/5005] lr: 7.6438e-02 eta: 1 day, 0:46:54 time: 0.2467 data_time: 0.0019 memory: 2855 loss: 1.8710 2022/12/06 23:21:17 - mmengine - INFO - Epoch(train) [39][3700/5005] lr: 7.6416e-02 eta: 1 day, 0:46:38 time: 0.2484 data_time: 0.0021 memory: 2855 loss: 1.7019 2022/12/06 23:21:42 - mmengine - INFO - Epoch(train) [39][3800/5005] lr: 7.6393e-02 eta: 1 day, 0:46:21 time: 0.2487 data_time: 0.0017 memory: 2855 loss: 1.9200 2022/12/06 23:21:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:22:07 - mmengine - INFO - Epoch(train) [39][3900/5005] lr: 7.6371e-02 eta: 1 day, 0:46:06 time: 0.2385 data_time: 0.0017 memory: 2855 loss: 1.9007 2022/12/06 23:22:31 - mmengine - INFO - Epoch(train) [39][4000/5005] lr: 7.6349e-02 eta: 1 day, 0:45:50 time: 0.2491 data_time: 0.0027 memory: 2855 loss: 2.1956 2022/12/06 23:22:56 - mmengine - INFO - Epoch(train) [39][4100/5005] lr: 7.6327e-02 eta: 1 day, 0:45:33 time: 0.2396 data_time: 0.0022 memory: 2855 loss: 1.8353 2022/12/06 23:23:21 - mmengine - INFO - Epoch(train) [39][4200/5005] lr: 7.6304e-02 eta: 1 day, 0:45:17 time: 0.2487 data_time: 0.0021 memory: 2855 loss: 2.1087 2022/12/06 23:23:45 - mmengine - INFO - Epoch(train) [39][4300/5005] lr: 7.6282e-02 eta: 1 day, 0:45:01 time: 0.2484 data_time: 0.0020 memory: 2855 loss: 1.7680 2022/12/06 23:24:10 - mmengine - INFO - Epoch(train) [39][4400/5005] lr: 7.6260e-02 eta: 1 day, 0:44:45 time: 0.2489 data_time: 0.0017 memory: 2855 loss: 2.0396 2022/12/06 23:24:35 - mmengine - INFO - Epoch(train) [39][4500/5005] lr: 7.6238e-02 eta: 1 day, 0:44:28 time: 0.2415 data_time: 0.0015 memory: 2855 loss: 1.7499 2022/12/06 23:24:58 - mmengine - INFO - Epoch(train) [39][4600/5005] lr: 7.6215e-02 eta: 1 day, 0:44:08 time: 0.1667 data_time: 0.0026 memory: 2855 loss: 1.6246 2022/12/06 23:25:22 - mmengine - INFO - Epoch(train) [39][4700/5005] lr: 7.6193e-02 eta: 1 day, 0:43:51 time: 0.2411 data_time: 0.0016 memory: 2855 loss: 1.8584 2022/12/06 23:25:47 - mmengine - INFO - Epoch(train) [39][4800/5005] lr: 7.6171e-02 eta: 1 day, 0:43:35 time: 0.2497 data_time: 0.0015 memory: 2855 loss: 2.1296 2022/12/06 23:25:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:26:12 - mmengine - INFO - Epoch(train) [39][4900/5005] lr: 7.6149e-02 eta: 1 day, 0:43:19 time: 0.2491 data_time: 0.0018 memory: 2855 loss: 1.9252 2022/12/06 23:26:37 - mmengine - INFO - Epoch(train) [39][5000/5005] lr: 7.6126e-02 eta: 1 day, 0:43:03 time: 0.2501 data_time: 0.0030 memory: 2855 loss: 1.8701 2022/12/06 23:26:38 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:26:38 - mmengine - INFO - Saving checkpoint at 39 epochs 2022/12/06 23:26:47 - mmengine - INFO - Epoch(val) [39][100/196] eta: 0:00:06 time: 0.0805 data_time: 0.0381 memory: 2855 2022/12/06 23:27:03 - mmengine - INFO - Epoch(val) [39][196/196] accuracy/top1: 62.6620 accuracy/top5: 85.3020 2022/12/06 23:27:28 - mmengine - INFO - Epoch(train) [40][ 100/5005] lr: 7.6103e-02 eta: 1 day, 0:42:47 time: 0.2479 data_time: 0.0016 memory: 2855 loss: 1.6610 2022/12/06 23:27:53 - mmengine - INFO - Epoch(train) [40][ 200/5005] lr: 7.6081e-02 eta: 1 day, 0:42:30 time: 0.2444 data_time: 0.0018 memory: 2855 loss: 1.9283 2022/12/06 23:28:17 - mmengine - INFO - Epoch(train) [40][ 300/5005] lr: 7.6058e-02 eta: 1 day, 0:42:14 time: 0.2444 data_time: 0.0018 memory: 2855 loss: 1.8463 2022/12/06 23:28:42 - mmengine - INFO - Epoch(train) [40][ 400/5005] lr: 7.6036e-02 eta: 1 day, 0:41:58 time: 0.2468 data_time: 0.0019 memory: 2855 loss: 1.9503 2022/12/06 23:29:07 - mmengine - INFO - Epoch(train) [40][ 500/5005] lr: 7.6014e-02 eta: 1 day, 0:41:41 time: 0.2470 data_time: 0.0020 memory: 2855 loss: 1.7313 2022/12/06 23:29:32 - mmengine - INFO - Epoch(train) [40][ 600/5005] lr: 7.5991e-02 eta: 1 day, 0:41:25 time: 0.2395 data_time: 0.0018 memory: 2855 loss: 1.8986 2022/12/06 23:29:56 - mmengine - INFO - Epoch(train) [40][ 700/5005] lr: 7.5969e-02 eta: 1 day, 0:41:09 time: 0.2473 data_time: 0.0019 memory: 2855 loss: 1.9695 2022/12/06 23:30:21 - mmengine - INFO - Epoch(train) [40][ 800/5005] lr: 7.5947e-02 eta: 1 day, 0:40:52 time: 0.2469 data_time: 0.0014 memory: 2855 loss: 1.8645 2022/12/06 23:30:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:30:46 - mmengine - INFO - Epoch(train) [40][ 900/5005] lr: 7.5924e-02 eta: 1 day, 0:40:36 time: 0.2189 data_time: 0.0015 memory: 2855 loss: 1.8731 2022/12/06 23:31:08 - mmengine - INFO - Epoch(train) [40][1000/5005] lr: 7.5902e-02 eta: 1 day, 0:40:15 time: 0.2504 data_time: 0.0021 memory: 2855 loss: 1.9896 2022/12/06 23:31:33 - mmengine - INFO - Epoch(train) [40][1100/5005] lr: 7.5879e-02 eta: 1 day, 0:39:59 time: 0.2457 data_time: 0.0015 memory: 2855 loss: 1.7583 2022/12/06 23:31:58 - mmengine - INFO - Epoch(train) [40][1200/5005] lr: 7.5857e-02 eta: 1 day, 0:39:43 time: 0.2455 data_time: 0.0017 memory: 2855 loss: 2.0648 2022/12/06 23:32:23 - mmengine - INFO - Epoch(train) [40][1300/5005] lr: 7.5835e-02 eta: 1 day, 0:39:26 time: 0.2497 data_time: 0.0016 memory: 2855 loss: 1.9235 2022/12/06 23:32:48 - mmengine - INFO - Epoch(train) [40][1400/5005] lr: 7.5812e-02 eta: 1 day, 0:39:10 time: 0.2503 data_time: 0.0022 memory: 2855 loss: 1.8363 2022/12/06 23:33:12 - mmengine - INFO - Epoch(train) [40][1500/5005] lr: 7.5790e-02 eta: 1 day, 0:38:54 time: 0.2412 data_time: 0.0020 memory: 2855 loss: 1.7761 2022/12/06 23:33:37 - mmengine - INFO - Epoch(train) [40][1600/5005] lr: 7.5767e-02 eta: 1 day, 0:38:37 time: 0.2467 data_time: 0.0021 memory: 2855 loss: 1.9349 2022/12/06 23:34:02 - mmengine - INFO - Epoch(train) [40][1700/5005] lr: 7.5745e-02 eta: 1 day, 0:38:21 time: 0.2459 data_time: 0.0016 memory: 2855 loss: 1.8700 2022/12/06 23:34:27 - mmengine - INFO - Epoch(train) [40][1800/5005] lr: 7.5723e-02 eta: 1 day, 0:38:04 time: 0.2482 data_time: 0.0019 memory: 2855 loss: 1.8304 2022/12/06 23:34:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:34:51 - mmengine - INFO - Epoch(train) [40][1900/5005] lr: 7.5700e-02 eta: 1 day, 0:37:48 time: 0.2485 data_time: 0.0020 memory: 2855 loss: 1.7646 2022/12/06 23:35:16 - mmengine - INFO - Epoch(train) [40][2000/5005] lr: 7.5678e-02 eta: 1 day, 0:37:32 time: 0.2503 data_time: 0.0020 memory: 2855 loss: 1.8417 2022/12/06 23:35:41 - mmengine - INFO - Epoch(train) [40][2100/5005] lr: 7.5655e-02 eta: 1 day, 0:37:15 time: 0.2485 data_time: 0.0021 memory: 2855 loss: 1.8645 2022/12/06 23:36:06 - mmengine - INFO - Epoch(train) [40][2200/5005] lr: 7.5633e-02 eta: 1 day, 0:36:59 time: 0.2386 data_time: 0.0020 memory: 2855 loss: 1.8679 2022/12/06 23:36:31 - mmengine - INFO - Epoch(train) [40][2300/5005] lr: 7.5610e-02 eta: 1 day, 0:36:43 time: 0.2508 data_time: 0.0013 memory: 2855 loss: 1.8767 2022/12/06 23:36:51 - mmengine - INFO - Epoch(train) [40][2400/5005] lr: 7.5588e-02 eta: 1 day, 0:36:18 time: 0.1666 data_time: 0.0076 memory: 2855 loss: 2.0565 2022/12/06 23:37:17 - mmengine - INFO - Epoch(train) [40][2500/5005] lr: 7.5565e-02 eta: 1 day, 0:36:04 time: 0.2463 data_time: 0.0018 memory: 2855 loss: 1.6515 2022/12/06 23:37:42 - mmengine - INFO - Epoch(train) [40][2600/5005] lr: 7.5543e-02 eta: 1 day, 0:35:47 time: 0.2413 data_time: 0.0017 memory: 2855 loss: 1.9736 2022/12/06 23:38:07 - mmengine - INFO - Epoch(train) [40][2700/5005] lr: 7.5520e-02 eta: 1 day, 0:35:31 time: 0.2529 data_time: 0.0018 memory: 2855 loss: 1.8193 2022/12/06 23:38:32 - mmengine - INFO - Epoch(train) [40][2800/5005] lr: 7.5498e-02 eta: 1 day, 0:35:15 time: 0.2423 data_time: 0.0018 memory: 2855 loss: 1.8444 2022/12/06 23:38:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:38:57 - mmengine - INFO - Epoch(train) [40][2900/5005] lr: 7.5475e-02 eta: 1 day, 0:34:59 time: 0.2510 data_time: 0.0018 memory: 2855 loss: 1.9137 2022/12/06 23:39:22 - mmengine - INFO - Epoch(train) [40][3000/5005] lr: 7.5453e-02 eta: 1 day, 0:34:42 time: 0.2479 data_time: 0.0018 memory: 2855 loss: 1.8376 2022/12/06 23:39:46 - mmengine - INFO - Epoch(train) [40][3100/5005] lr: 7.5430e-02 eta: 1 day, 0:34:26 time: 0.2494 data_time: 0.0018 memory: 2855 loss: 1.8738 2022/12/06 23:40:11 - mmengine - INFO - Epoch(train) [40][3200/5005] lr: 7.5408e-02 eta: 1 day, 0:34:09 time: 0.2505 data_time: 0.0020 memory: 2855 loss: 1.8052 2022/12/06 23:40:36 - mmengine - INFO - Epoch(train) [40][3300/5005] lr: 7.5385e-02 eta: 1 day, 0:33:53 time: 0.2478 data_time: 0.0017 memory: 2855 loss: 1.7598 2022/12/06 23:41:01 - mmengine - INFO - Epoch(train) [40][3400/5005] lr: 7.5363e-02 eta: 1 day, 0:33:36 time: 0.2495 data_time: 0.0018 memory: 2855 loss: 1.8700 2022/12/06 23:41:26 - mmengine - INFO - Epoch(train) [40][3500/5005] lr: 7.5340e-02 eta: 1 day, 0:33:20 time: 0.2504 data_time: 0.0020 memory: 2855 loss: 1.8148 2022/12/06 23:41:50 - mmengine - INFO - Epoch(train) [40][3600/5005] lr: 7.5318e-02 eta: 1 day, 0:33:04 time: 0.2459 data_time: 0.0021 memory: 2855 loss: 2.1722 2022/12/06 23:42:15 - mmengine - INFO - Epoch(train) [40][3700/5005] lr: 7.5295e-02 eta: 1 day, 0:32:47 time: 0.2495 data_time: 0.0014 memory: 2855 loss: 1.7569 2022/12/06 23:42:40 - mmengine - INFO - Epoch(train) [40][3800/5005] lr: 7.5273e-02 eta: 1 day, 0:32:31 time: 0.2530 data_time: 0.0013 memory: 2855 loss: 1.8703 2022/12/06 23:42:41 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:43:02 - mmengine - INFO - Epoch(train) [40][3900/5005] lr: 7.5250e-02 eta: 1 day, 0:32:08 time: 0.2493 data_time: 0.0021 memory: 2855 loss: 1.9372 2022/12/06 23:43:27 - mmengine - INFO - Epoch(train) [40][4000/5005] lr: 7.5228e-02 eta: 1 day, 0:31:52 time: 0.2515 data_time: 0.0019 memory: 2855 loss: 1.9757 2022/12/06 23:43:52 - mmengine - INFO - Epoch(train) [40][4100/5005] lr: 7.5205e-02 eta: 1 day, 0:31:36 time: 0.2459 data_time: 0.0021 memory: 2855 loss: 1.9263 2022/12/06 23:44:16 - mmengine - INFO - Epoch(train) [40][4200/5005] lr: 7.5182e-02 eta: 1 day, 0:31:19 time: 0.2488 data_time: 0.0017 memory: 2855 loss: 2.1359 2022/12/06 23:44:41 - mmengine - INFO - Epoch(train) [40][4300/5005] lr: 7.5160e-02 eta: 1 day, 0:31:03 time: 0.2486 data_time: 0.0019 memory: 2855 loss: 2.0181 2022/12/06 23:45:06 - mmengine - INFO - Epoch(train) [40][4400/5005] lr: 7.5137e-02 eta: 1 day, 0:30:46 time: 0.2496 data_time: 0.0021 memory: 2855 loss: 1.7866 2022/12/06 23:45:31 - mmengine - INFO - Epoch(train) [40][4500/5005] lr: 7.5115e-02 eta: 1 day, 0:30:30 time: 0.2479 data_time: 0.0020 memory: 2855 loss: 1.9186 2022/12/06 23:45:56 - mmengine - INFO - Epoch(train) [40][4600/5005] lr: 7.5092e-02 eta: 1 day, 0:30:13 time: 0.2488 data_time: 0.0020 memory: 2855 loss: 1.8778 2022/12/06 23:46:21 - mmengine - INFO - Epoch(train) [40][4700/5005] lr: 7.5069e-02 eta: 1 day, 0:29:56 time: 0.2501 data_time: 0.0018 memory: 2855 loss: 1.7330 2022/12/06 23:46:45 - mmengine - INFO - Epoch(train) [40][4800/5005] lr: 7.5047e-02 eta: 1 day, 0:29:40 time: 0.2490 data_time: 0.0020 memory: 2855 loss: 1.8590 2022/12/06 23:46:47 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:47:10 - mmengine - INFO - Epoch(train) [40][4900/5005] lr: 7.5024e-02 eta: 1 day, 0:29:23 time: 0.2525 data_time: 0.0019 memory: 2855 loss: 2.1274 2022/12/06 23:47:35 - mmengine - INFO - Epoch(train) [40][5000/5005] lr: 7.5001e-02 eta: 1 day, 0:29:07 time: 0.2438 data_time: 0.0028 memory: 2855 loss: 1.7177 2022/12/06 23:47:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:47:36 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/12/06 23:47:45 - mmengine - INFO - Epoch(val) [40][100/196] eta: 0:00:06 time: 0.0607 data_time: 0.0168 memory: 2855 2022/12/06 23:48:01 - mmengine - INFO - Epoch(val) [40][196/196] accuracy/top1: 61.8240 accuracy/top5: 84.8700 2022/12/06 23:48:26 - mmengine - INFO - Epoch(train) [41][ 100/5005] lr: 7.4978e-02 eta: 1 day, 0:28:50 time: 0.2499 data_time: 0.0013 memory: 2855 loss: 1.6435 2022/12/06 23:48:48 - mmengine - INFO - Epoch(train) [41][ 200/5005] lr: 7.4955e-02 eta: 1 day, 0:28:27 time: 0.2778 data_time: 0.0066 memory: 2855 loss: 1.9133 2022/12/06 23:49:13 - mmengine - INFO - Epoch(train) [41][ 300/5005] lr: 7.4932e-02 eta: 1 day, 0:28:12 time: 0.2480 data_time: 0.0015 memory: 2855 loss: 1.8541 2022/12/06 23:49:38 - mmengine - INFO - Epoch(train) [41][ 400/5005] lr: 7.4910e-02 eta: 1 day, 0:27:55 time: 0.2490 data_time: 0.0017 memory: 2855 loss: 1.8673 2022/12/06 23:50:03 - mmengine - INFO - Epoch(train) [41][ 500/5005] lr: 7.4887e-02 eta: 1 day, 0:27:39 time: 0.2484 data_time: 0.0017 memory: 2855 loss: 1.7464 2022/12/06 23:50:28 - mmengine - INFO - Epoch(train) [41][ 600/5005] lr: 7.4864e-02 eta: 1 day, 0:27:22 time: 0.2377 data_time: 0.0017 memory: 2855 loss: 2.1301 2022/12/06 23:50:52 - mmengine - INFO - Epoch(train) [41][ 700/5005] lr: 7.4842e-02 eta: 1 day, 0:27:05 time: 0.2450 data_time: 0.0017 memory: 2855 loss: 1.8384 2022/12/06 23:51:17 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:51:17 - mmengine - INFO - Epoch(train) [41][ 800/5005] lr: 7.4819e-02 eta: 1 day, 0:26:49 time: 0.2415 data_time: 0.0018 memory: 2855 loss: 1.6955 2022/12/06 23:51:42 - mmengine - INFO - Epoch(train) [41][ 900/5005] lr: 7.4796e-02 eta: 1 day, 0:26:32 time: 0.2407 data_time: 0.0018 memory: 2855 loss: 1.8779 2022/12/06 23:52:07 - mmengine - INFO - Epoch(train) [41][1000/5005] lr: 7.4773e-02 eta: 1 day, 0:26:15 time: 0.2517 data_time: 0.0020 memory: 2855 loss: 1.8474 2022/12/06 23:52:32 - mmengine - INFO - Epoch(train) [41][1100/5005] lr: 7.4751e-02 eta: 1 day, 0:25:59 time: 0.2510 data_time: 0.0018 memory: 2855 loss: 1.8197 2022/12/06 23:52:56 - mmengine - INFO - Epoch(train) [41][1200/5005] lr: 7.4728e-02 eta: 1 day, 0:25:42 time: 0.2487 data_time: 0.0018 memory: 2855 loss: 1.7494 2022/12/06 23:53:21 - mmengine - INFO - Epoch(train) [41][1300/5005] lr: 7.4705e-02 eta: 1 day, 0:25:26 time: 0.2461 data_time: 0.0020 memory: 2855 loss: 1.9899 2022/12/06 23:53:46 - mmengine - INFO - Epoch(train) [41][1400/5005] lr: 7.4682e-02 eta: 1 day, 0:25:09 time: 0.2506 data_time: 0.0019 memory: 2855 loss: 1.8144 2022/12/06 23:54:11 - mmengine - INFO - Epoch(train) [41][1500/5005] lr: 7.4660e-02 eta: 1 day, 0:24:53 time: 0.2500 data_time: 0.0013 memory: 2855 loss: 1.8293 2022/12/06 23:54:34 - mmengine - INFO - Epoch(train) [41][1600/5005] lr: 7.4637e-02 eta: 1 day, 0:24:32 time: 0.1705 data_time: 0.0065 memory: 2855 loss: 1.8679 2022/12/06 23:54:58 - mmengine - INFO - Epoch(train) [41][1700/5005] lr: 7.4614e-02 eta: 1 day, 0:24:14 time: 0.2493 data_time: 0.0017 memory: 2855 loss: 1.7736 2022/12/06 23:55:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:55:23 - mmengine - INFO - Epoch(train) [41][1800/5005] lr: 7.4591e-02 eta: 1 day, 0:23:57 time: 0.2497 data_time: 0.0017 memory: 2855 loss: 1.9300 2022/12/06 23:55:48 - mmengine - INFO - Epoch(train) [41][1900/5005] lr: 7.4569e-02 eta: 1 day, 0:23:40 time: 0.2447 data_time: 0.0018 memory: 2855 loss: 1.8597 2022/12/06 23:56:12 - mmengine - INFO - Epoch(train) [41][2000/5005] lr: 7.4546e-02 eta: 1 day, 0:23:24 time: 0.2416 data_time: 0.0019 memory: 2855 loss: 1.8637 2022/12/06 23:56:37 - mmengine - INFO - Epoch(train) [41][2100/5005] lr: 7.4523e-02 eta: 1 day, 0:23:07 time: 0.2484 data_time: 0.0017 memory: 2855 loss: 2.0032 2022/12/06 23:57:02 - mmengine - INFO - Epoch(train) [41][2200/5005] lr: 7.4500e-02 eta: 1 day, 0:22:50 time: 0.2494 data_time: 0.0020 memory: 2855 loss: 1.9624 2022/12/06 23:57:27 - mmengine - INFO - Epoch(train) [41][2300/5005] lr: 7.4477e-02 eta: 1 day, 0:22:34 time: 0.2490 data_time: 0.0020 memory: 2855 loss: 1.9146 2022/12/06 23:57:52 - mmengine - INFO - Epoch(train) [41][2400/5005] lr: 7.4455e-02 eta: 1 day, 0:22:17 time: 0.2454 data_time: 0.0019 memory: 2855 loss: 1.7804 2022/12/06 23:58:17 - mmengine - INFO - Epoch(train) [41][2500/5005] lr: 7.4432e-02 eta: 1 day, 0:22:00 time: 0.2469 data_time: 0.0021 memory: 2855 loss: 1.8564 2022/12/06 23:58:41 - mmengine - INFO - Epoch(train) [41][2600/5005] lr: 7.4409e-02 eta: 1 day, 0:21:43 time: 0.2523 data_time: 0.0021 memory: 2855 loss: 1.6848 2022/12/06 23:59:06 - mmengine - INFO - Epoch(train) [41][2700/5005] lr: 7.4386e-02 eta: 1 day, 0:21:26 time: 0.2494 data_time: 0.0019 memory: 2855 loss: 1.9643 2022/12/06 23:59:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/06 23:59:31 - mmengine - INFO - Epoch(train) [41][2800/5005] lr: 7.4363e-02 eta: 1 day, 0:21:10 time: 0.2461 data_time: 0.0019 memory: 2855 loss: 1.8704 2022/12/06 23:59:56 - mmengine - INFO - Epoch(train) [41][2900/5005] lr: 7.4341e-02 eta: 1 day, 0:20:53 time: 0.2499 data_time: 0.0014 memory: 2855 loss: 2.0297 2022/12/07 00:00:21 - mmengine - INFO - Epoch(train) [41][3000/5005] lr: 7.4318e-02 eta: 1 day, 0:20:37 time: 0.2503 data_time: 0.0013 memory: 2855 loss: 1.8249 2022/12/07 00:00:42 - mmengine - INFO - Epoch(train) [41][3100/5005] lr: 7.4295e-02 eta: 1 day, 0:20:13 time: 0.2694 data_time: 0.0053 memory: 2855 loss: 1.8920 2022/12/07 00:01:08 - mmengine - INFO - Epoch(train) [41][3200/5005] lr: 7.4272e-02 eta: 1 day, 0:19:57 time: 0.2494 data_time: 0.0015 memory: 2855 loss: 1.8607 2022/12/07 00:01:32 - mmengine - INFO - Epoch(train) [41][3300/5005] lr: 7.4249e-02 eta: 1 day, 0:19:40 time: 0.2469 data_time: 0.0017 memory: 2855 loss: 1.9028 2022/12/07 00:01:57 - mmengine - INFO - Epoch(train) [41][3400/5005] lr: 7.4226e-02 eta: 1 day, 0:19:23 time: 0.2426 data_time: 0.0020 memory: 2855 loss: 1.7810 2022/12/07 00:02:22 - mmengine - INFO - Epoch(train) [41][3500/5005] lr: 7.4203e-02 eta: 1 day, 0:19:07 time: 0.2566 data_time: 0.0023 memory: 2855 loss: 1.9367 2022/12/07 00:02:47 - mmengine - INFO - Epoch(train) [41][3600/5005] lr: 7.4180e-02 eta: 1 day, 0:18:50 time: 0.2485 data_time: 0.0019 memory: 2855 loss: 1.6701 2022/12/07 00:03:12 - mmengine - INFO - Epoch(train) [41][3700/5005] lr: 7.4158e-02 eta: 1 day, 0:18:33 time: 0.2493 data_time: 0.0021 memory: 2855 loss: 1.7973 2022/12/07 00:03:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:03:37 - mmengine - INFO - Epoch(train) [41][3800/5005] lr: 7.4135e-02 eta: 1 day, 0:18:16 time: 0.2443 data_time: 0.0016 memory: 2855 loss: 1.9334 2022/12/07 00:04:02 - mmengine - INFO - Epoch(train) [41][3900/5005] lr: 7.4112e-02 eta: 1 day, 0:18:00 time: 0.2605 data_time: 0.0019 memory: 2855 loss: 1.9741 2022/12/07 00:04:26 - mmengine - INFO - Epoch(train) [41][4000/5005] lr: 7.4089e-02 eta: 1 day, 0:17:43 time: 0.2429 data_time: 0.0019 memory: 2855 loss: 1.9309 2022/12/07 00:04:51 - mmengine - INFO - Epoch(train) [41][4100/5005] lr: 7.4066e-02 eta: 1 day, 0:17:26 time: 0.2478 data_time: 0.0018 memory: 2855 loss: 1.8558 2022/12/07 00:05:16 - mmengine - INFO - Epoch(train) [41][4200/5005] lr: 7.4043e-02 eta: 1 day, 0:17:09 time: 0.2419 data_time: 0.0018 memory: 2855 loss: 1.9318 2022/12/07 00:05:41 - mmengine - INFO - Epoch(train) [41][4300/5005] lr: 7.4020e-02 eta: 1 day, 0:16:52 time: 0.2518 data_time: 0.0020 memory: 2855 loss: 1.7859 2022/12/07 00:06:06 - mmengine - INFO - Epoch(train) [41][4400/5005] lr: 7.3997e-02 eta: 1 day, 0:16:36 time: 0.2506 data_time: 0.0014 memory: 2855 loss: 1.8493 2022/12/07 00:06:29 - mmengine - INFO - Epoch(train) [41][4500/5005] lr: 7.3974e-02 eta: 1 day, 0:16:15 time: 0.1688 data_time: 0.0048 memory: 2855 loss: 1.7319 2022/12/07 00:06:52 - mmengine - INFO - Epoch(train) [41][4600/5005] lr: 7.3951e-02 eta: 1 day, 0:15:56 time: 0.2411 data_time: 0.0019 memory: 2855 loss: 1.8524 2022/12/07 00:07:17 - mmengine - INFO - Epoch(train) [41][4700/5005] lr: 7.3928e-02 eta: 1 day, 0:15:40 time: 0.2455 data_time: 0.0017 memory: 2855 loss: 1.8066 2022/12/07 00:07:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:07:42 - mmengine - INFO - Epoch(train) [41][4800/5005] lr: 7.3905e-02 eta: 1 day, 0:15:23 time: 0.2448 data_time: 0.0016 memory: 2855 loss: 1.7564 2022/12/07 00:08:07 - mmengine - INFO - Epoch(train) [41][4900/5005] lr: 7.3882e-02 eta: 1 day, 0:15:06 time: 0.2472 data_time: 0.0021 memory: 2855 loss: 2.1339 2022/12/07 00:08:32 - mmengine - INFO - Epoch(train) [41][5000/5005] lr: 7.3859e-02 eta: 1 day, 0:14:49 time: 0.2459 data_time: 0.0032 memory: 2855 loss: 2.0406 2022/12/07 00:08:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:08:33 - mmengine - INFO - Saving checkpoint at 41 epochs 2022/12/07 00:08:42 - mmengine - INFO - Epoch(val) [41][100/196] eta: 0:00:06 time: 0.0725 data_time: 0.0353 memory: 2855 2022/12/07 00:08:58 - mmengine - INFO - Epoch(val) [41][196/196] accuracy/top1: 61.9380 accuracy/top5: 84.9720 2022/12/07 00:09:23 - mmengine - INFO - Epoch(train) [42][ 100/5005] lr: 7.3835e-02 eta: 1 day, 0:14:32 time: 0.2507 data_time: 0.0019 memory: 2855 loss: 1.6769 2022/12/07 00:09:48 - mmengine - INFO - Epoch(train) [42][ 200/5005] lr: 7.3812e-02 eta: 1 day, 0:14:15 time: 0.2427 data_time: 0.0019 memory: 2855 loss: 1.7684 2022/12/07 00:10:13 - mmengine - INFO - Epoch(train) [42][ 300/5005] lr: 7.3789e-02 eta: 1 day, 0:13:58 time: 0.2453 data_time: 0.0019 memory: 2855 loss: 1.7967 2022/12/07 00:10:38 - mmengine - INFO - Epoch(train) [42][ 400/5005] lr: 7.3766e-02 eta: 1 day, 0:13:41 time: 0.2467 data_time: 0.0020 memory: 2855 loss: 1.8312 2022/12/07 00:11:03 - mmengine - INFO - Epoch(train) [42][ 500/5005] lr: 7.3743e-02 eta: 1 day, 0:13:24 time: 0.2434 data_time: 0.0021 memory: 2855 loss: 1.8020 2022/12/07 00:11:27 - mmengine - INFO - Epoch(train) [42][ 600/5005] lr: 7.3720e-02 eta: 1 day, 0:13:07 time: 0.2487 data_time: 0.0019 memory: 2855 loss: 1.9776 2022/12/07 00:11:52 - mmengine - INFO - Epoch(train) [42][ 700/5005] lr: 7.3697e-02 eta: 1 day, 0:12:50 time: 0.2513 data_time: 0.0014 memory: 2855 loss: 1.8694 2022/12/07 00:12:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:12:17 - mmengine - INFO - Epoch(train) [42][ 800/5005] lr: 7.3674e-02 eta: 1 day, 0:12:33 time: 0.2421 data_time: 0.0014 memory: 2855 loss: 1.9121 2022/12/07 00:12:39 - mmengine - INFO - Epoch(train) [42][ 900/5005] lr: 7.3651e-02 eta: 1 day, 0:12:11 time: 0.2552 data_time: 0.0019 memory: 2855 loss: 1.8807 2022/12/07 00:13:04 - mmengine - INFO - Epoch(train) [42][1000/5005] lr: 7.3628e-02 eta: 1 day, 0:11:54 time: 0.2504 data_time: 0.0016 memory: 2855 loss: 1.9908 2022/12/07 00:13:29 - mmengine - INFO - Epoch(train) [42][1100/5005] lr: 7.3605e-02 eta: 1 day, 0:11:37 time: 0.2495 data_time: 0.0019 memory: 2855 loss: 1.9816 2022/12/07 00:13:53 - mmengine - INFO - Epoch(train) [42][1200/5005] lr: 7.3582e-02 eta: 1 day, 0:11:19 time: 0.2532 data_time: 0.0019 memory: 2855 loss: 2.0786 2022/12/07 00:14:18 - mmengine - INFO - Epoch(train) [42][1300/5005] lr: 7.3559e-02 eta: 1 day, 0:11:02 time: 0.2469 data_time: 0.0018 memory: 2855 loss: 1.8326 2022/12/07 00:14:43 - mmengine - INFO - Epoch(train) [42][1400/5005] lr: 7.3536e-02 eta: 1 day, 0:10:45 time: 0.2416 data_time: 0.0019 memory: 2855 loss: 1.7690 2022/12/07 00:15:08 - mmengine - INFO - Epoch(train) [42][1500/5005] lr: 7.3513e-02 eta: 1 day, 0:10:28 time: 0.2508 data_time: 0.0018 memory: 2855 loss: 1.6465 2022/12/07 00:15:32 - mmengine - INFO - Epoch(train) [42][1600/5005] lr: 7.3490e-02 eta: 1 day, 0:10:11 time: 0.2458 data_time: 0.0017 memory: 2855 loss: 1.7553 2022/12/07 00:15:57 - mmengine - INFO - Epoch(train) [42][1700/5005] lr: 7.3466e-02 eta: 1 day, 0:09:54 time: 0.2476 data_time: 0.0020 memory: 2855 loss: 1.8073 2022/12/07 00:16:21 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:16:22 - mmengine - INFO - Epoch(train) [42][1800/5005] lr: 7.3443e-02 eta: 1 day, 0:09:37 time: 0.2478 data_time: 0.0022 memory: 2855 loss: 1.7879 2022/12/07 00:16:47 - mmengine - INFO - Epoch(train) [42][1900/5005] lr: 7.3420e-02 eta: 1 day, 0:09:20 time: 0.2479 data_time: 0.0021 memory: 2855 loss: 1.6256 2022/12/07 00:17:12 - mmengine - INFO - Epoch(train) [42][2000/5005] lr: 7.3397e-02 eta: 1 day, 0:09:03 time: 0.2507 data_time: 0.0021 memory: 2855 loss: 1.7123 2022/12/07 00:17:37 - mmengine - INFO - Epoch(train) [42][2100/5005] lr: 7.3374e-02 eta: 1 day, 0:08:46 time: 0.2493 data_time: 0.0024 memory: 2855 loss: 1.8247 2022/12/07 00:18:02 - mmengine - INFO - Epoch(train) [42][2200/5005] lr: 7.3351e-02 eta: 1 day, 0:08:29 time: 0.2507 data_time: 0.0014 memory: 2855 loss: 1.8658 2022/12/07 00:18:23 - mmengine - INFO - Epoch(train) [42][2300/5005] lr: 7.3328e-02 eta: 1 day, 0:08:05 time: 0.2091 data_time: 0.0025 memory: 2855 loss: 1.6029 2022/12/07 00:18:48 - mmengine - INFO - Epoch(train) [42][2400/5005] lr: 7.3305e-02 eta: 1 day, 0:07:49 time: 0.2499 data_time: 0.0015 memory: 2855 loss: 1.8167 2022/12/07 00:19:13 - mmengine - INFO - Epoch(train) [42][2500/5005] lr: 7.3282e-02 eta: 1 day, 0:07:32 time: 0.2490 data_time: 0.0018 memory: 2855 loss: 1.9958 2022/12/07 00:19:38 - mmengine - INFO - Epoch(train) [42][2600/5005] lr: 7.3258e-02 eta: 1 day, 0:07:15 time: 0.2461 data_time: 0.0021 memory: 2855 loss: 1.8849 2022/12/07 00:20:03 - mmengine - INFO - Epoch(train) [42][2700/5005] lr: 7.3235e-02 eta: 1 day, 0:06:58 time: 0.2421 data_time: 0.0018 memory: 2855 loss: 1.6980 2022/12/07 00:20:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:20:28 - mmengine - INFO - Epoch(train) [42][2800/5005] lr: 7.3212e-02 eta: 1 day, 0:06:41 time: 0.2487 data_time: 0.0019 memory: 2855 loss: 1.9096 2022/12/07 00:20:52 - mmengine - INFO - Epoch(train) [42][2900/5005] lr: 7.3189e-02 eta: 1 day, 0:06:24 time: 0.2477 data_time: 0.0018 memory: 2855 loss: 1.8747 2022/12/07 00:21:17 - mmengine - INFO - Epoch(train) [42][3000/5005] lr: 7.3166e-02 eta: 1 day, 0:06:06 time: 0.2438 data_time: 0.0020 memory: 2855 loss: 1.8166 2022/12/07 00:21:42 - mmengine - INFO - Epoch(train) [42][3100/5005] lr: 7.3143e-02 eta: 1 day, 0:05:49 time: 0.2491 data_time: 0.0020 memory: 2855 loss: 2.2214 2022/12/07 00:22:07 - mmengine - INFO - Epoch(train) [42][3200/5005] lr: 7.3119e-02 eta: 1 day, 0:05:33 time: 0.2510 data_time: 0.0023 memory: 2855 loss: 1.7132 2022/12/07 00:22:32 - mmengine - INFO - Epoch(train) [42][3300/5005] lr: 7.3096e-02 eta: 1 day, 0:05:16 time: 0.2432 data_time: 0.0017 memory: 2855 loss: 1.7237 2022/12/07 00:22:57 - mmengine - INFO - Epoch(train) [42][3400/5005] lr: 7.3073e-02 eta: 1 day, 0:04:58 time: 0.2510 data_time: 0.0020 memory: 2855 loss: 1.7155 2022/12/07 00:23:22 - mmengine - INFO - Epoch(train) [42][3500/5005] lr: 7.3050e-02 eta: 1 day, 0:04:41 time: 0.2504 data_time: 0.0022 memory: 2855 loss: 1.9001 2022/12/07 00:23:47 - mmengine - INFO - Epoch(train) [42][3600/5005] lr: 7.3027e-02 eta: 1 day, 0:04:24 time: 0.2443 data_time: 0.0014 memory: 2855 loss: 1.8362 2022/12/07 00:24:11 - mmengine - INFO - Epoch(train) [42][3700/5005] lr: 7.3003e-02 eta: 1 day, 0:04:06 time: 0.1861 data_time: 0.0024 memory: 2855 loss: 1.7618 2022/12/07 00:24:32 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:24:34 - mmengine - INFO - Epoch(train) [42][3800/5005] lr: 7.2980e-02 eta: 1 day, 0:03:45 time: 0.2481 data_time: 0.0020 memory: 2855 loss: 1.8271 2022/12/07 00:24:58 - mmengine - INFO - Epoch(train) [42][3900/5005] lr: 7.2957e-02 eta: 1 day, 0:03:28 time: 0.2438 data_time: 0.0017 memory: 2855 loss: 1.8519 2022/12/07 00:25:23 - mmengine - INFO - Epoch(train) [42][4000/5005] lr: 7.2934e-02 eta: 1 day, 0:03:11 time: 0.2481 data_time: 0.0017 memory: 2855 loss: 2.0316 2022/12/07 00:25:48 - mmengine - INFO - Epoch(train) [42][4100/5005] lr: 7.2910e-02 eta: 1 day, 0:02:54 time: 0.2504 data_time: 0.0019 memory: 2855 loss: 1.9848 2022/12/07 00:26:13 - mmengine - INFO - Epoch(train) [42][4200/5005] lr: 7.2887e-02 eta: 1 day, 0:02:36 time: 0.2513 data_time: 0.0021 memory: 2855 loss: 1.8885 2022/12/07 00:26:38 - mmengine - INFO - Epoch(train) [42][4300/5005] lr: 7.2864e-02 eta: 1 day, 0:02:19 time: 0.2421 data_time: 0.0020 memory: 2855 loss: 1.8085 2022/12/07 00:27:03 - mmengine - INFO - Epoch(train) [42][4400/5005] lr: 7.2841e-02 eta: 1 day, 0:02:02 time: 0.2412 data_time: 0.0019 memory: 2855 loss: 1.8497 2022/12/07 00:27:28 - mmengine - INFO - Epoch(train) [42][4500/5005] lr: 7.2817e-02 eta: 1 day, 0:01:45 time: 0.2484 data_time: 0.0019 memory: 2855 loss: 1.9201 2022/12/07 00:27:53 - mmengine - INFO - Epoch(train) [42][4600/5005] lr: 7.2794e-02 eta: 1 day, 0:01:28 time: 0.2507 data_time: 0.0019 memory: 2855 loss: 2.0182 2022/12/07 00:28:18 - mmengine - INFO - Epoch(train) [42][4700/5005] lr: 7.2771e-02 eta: 1 day, 0:01:11 time: 0.2427 data_time: 0.0020 memory: 2855 loss: 1.7771 2022/12/07 00:28:41 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:28:42 - mmengine - INFO - Epoch(train) [42][4800/5005] lr: 7.2748e-02 eta: 1 day, 0:00:54 time: 0.2502 data_time: 0.0018 memory: 2855 loss: 1.7888 2022/12/07 00:29:07 - mmengine - INFO - Epoch(train) [42][4900/5005] lr: 7.2724e-02 eta: 1 day, 0:00:36 time: 0.2464 data_time: 0.0020 memory: 2855 loss: 1.8878 2022/12/07 00:29:32 - mmengine - INFO - Epoch(train) [42][5000/5005] lr: 7.2701e-02 eta: 1 day, 0:00:19 time: 0.2495 data_time: 0.0030 memory: 2855 loss: 1.9226 2022/12/07 00:29:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:29:33 - mmengine - INFO - Saving checkpoint at 42 epochs 2022/12/07 00:29:40 - mmengine - INFO - Epoch(val) [42][100/196] eta: 0:00:04 time: 0.0444 data_time: 0.0004 memory: 2855 2022/12/07 00:29:53 - mmengine - INFO - Epoch(val) [42][196/196] accuracy/top1: 62.4180 accuracy/top5: 85.3360 2022/12/07 00:30:14 - mmengine - INFO - Epoch(train) [43][ 100/5005] lr: 7.2676e-02 eta: 23:59:54 time: 0.1766 data_time: 0.0043 memory: 2855 loss: 1.8742 2022/12/07 00:30:40 - mmengine - INFO - Epoch(train) [43][ 200/5005] lr: 7.2653e-02 eta: 23:59:38 time: 0.2535 data_time: 0.0020 memory: 2855 loss: 1.7711 2022/12/07 00:31:04 - mmengine - INFO - Epoch(train) [43][ 300/5005] lr: 7.2630e-02 eta: 23:59:20 time: 0.2506 data_time: 0.0017 memory: 2855 loss: 1.9435 2022/12/07 00:31:29 - mmengine - INFO - Epoch(train) [43][ 400/5005] lr: 7.2606e-02 eta: 23:59:03 time: 0.2449 data_time: 0.0017 memory: 2855 loss: 1.6849 2022/12/07 00:31:54 - mmengine - INFO - Epoch(train) [43][ 500/5005] lr: 7.2583e-02 eta: 23:58:46 time: 0.2507 data_time: 0.0019 memory: 2855 loss: 1.8441 2022/12/07 00:32:19 - mmengine - INFO - Epoch(train) [43][ 600/5005] lr: 7.2560e-02 eta: 23:58:29 time: 0.2418 data_time: 0.0016 memory: 2855 loss: 1.8220 2022/12/07 00:32:44 - mmengine - INFO - Epoch(train) [43][ 700/5005] lr: 7.2536e-02 eta: 23:58:11 time: 0.2497 data_time: 0.0022 memory: 2855 loss: 1.8003 2022/12/07 00:33:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:33:09 - mmengine - INFO - Epoch(train) [43][ 800/5005] lr: 7.2513e-02 eta: 23:57:54 time: 0.2438 data_time: 0.0017 memory: 2855 loss: 1.6627 2022/12/07 00:33:33 - mmengine - INFO - Epoch(train) [43][ 900/5005] lr: 7.2490e-02 eta: 23:57:37 time: 0.2472 data_time: 0.0019 memory: 2855 loss: 1.9318 2022/12/07 00:33:58 - mmengine - INFO - Epoch(train) [43][1000/5005] lr: 7.2466e-02 eta: 23:57:20 time: 0.2508 data_time: 0.0020 memory: 2855 loss: 1.6914 2022/12/07 00:34:23 - mmengine - INFO - Epoch(train) [43][1100/5005] lr: 7.2443e-02 eta: 23:57:02 time: 0.2508 data_time: 0.0020 memory: 2855 loss: 1.7542 2022/12/07 00:34:48 - mmengine - INFO - Epoch(train) [43][1200/5005] lr: 7.2420e-02 eta: 23:56:45 time: 0.2411 data_time: 0.0018 memory: 2855 loss: 1.7252 2022/12/07 00:35:13 - mmengine - INFO - Epoch(train) [43][1300/5005] lr: 7.2396e-02 eta: 23:56:28 time: 0.2475 data_time: 0.0020 memory: 2855 loss: 1.8477 2022/12/07 00:35:38 - mmengine - INFO - Epoch(train) [43][1400/5005] lr: 7.2373e-02 eta: 23:56:11 time: 0.2528 data_time: 0.0013 memory: 2855 loss: 1.7500 2022/12/07 00:36:02 - mmengine - INFO - Epoch(train) [43][1500/5005] lr: 7.2350e-02 eta: 23:55:53 time: 0.2021 data_time: 0.0055 memory: 2855 loss: 1.6185 2022/12/07 00:36:24 - mmengine - INFO - Epoch(train) [43][1600/5005] lr: 7.2326e-02 eta: 23:55:30 time: 0.2407 data_time: 0.0025 memory: 2855 loss: 1.7205 2022/12/07 00:36:49 - mmengine - INFO - Epoch(train) [43][1700/5005] lr: 7.2303e-02 eta: 23:55:13 time: 0.2547 data_time: 0.0015 memory: 2855 loss: 1.7185 2022/12/07 00:37:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:37:14 - mmengine - INFO - Epoch(train) [43][1800/5005] lr: 7.2279e-02 eta: 23:54:55 time: 0.2485 data_time: 0.0018 memory: 2855 loss: 1.5877 2022/12/07 00:37:39 - mmengine - INFO - Epoch(train) [43][1900/5005] lr: 7.2256e-02 eta: 23:54:38 time: 0.2454 data_time: 0.0021 memory: 2855 loss: 1.6648 2022/12/07 00:38:04 - mmengine - INFO - Epoch(train) [43][2000/5005] lr: 7.2232e-02 eta: 23:54:21 time: 0.2579 data_time: 0.0016 memory: 2855 loss: 1.8070 2022/12/07 00:38:29 - mmengine - INFO - Epoch(train) [43][2100/5005] lr: 7.2209e-02 eta: 23:54:03 time: 0.2494 data_time: 0.0018 memory: 2855 loss: 1.8012 2022/12/07 00:38:54 - mmengine - INFO - Epoch(train) [43][2200/5005] lr: 7.2186e-02 eta: 23:53:46 time: 0.2447 data_time: 0.0018 memory: 2855 loss: 1.8292 2022/12/07 00:39:18 - mmengine - INFO - Epoch(train) [43][2300/5005] lr: 7.2162e-02 eta: 23:53:29 time: 0.2476 data_time: 0.0022 memory: 2855 loss: 1.7602 2022/12/07 00:39:43 - mmengine - INFO - Epoch(train) [43][2400/5005] lr: 7.2139e-02 eta: 23:53:11 time: 0.2413 data_time: 0.0019 memory: 2855 loss: 1.9341 2022/12/07 00:40:08 - mmengine - INFO - Epoch(train) [43][2500/5005] lr: 7.2115e-02 eta: 23:52:54 time: 0.2536 data_time: 0.0022 memory: 2855 loss: 1.7544 2022/12/07 00:40:33 - mmengine - INFO - Epoch(train) [43][2600/5005] lr: 7.2092e-02 eta: 23:52:36 time: 0.2494 data_time: 0.0019 memory: 2855 loss: 1.8152 2022/12/07 00:40:58 - mmengine - INFO - Epoch(train) [43][2700/5005] lr: 7.2068e-02 eta: 23:52:19 time: 0.2389 data_time: 0.0019 memory: 2855 loss: 1.7496 2022/12/07 00:41:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:41:23 - mmengine - INFO - Epoch(train) [43][2800/5005] lr: 7.2045e-02 eta: 23:52:02 time: 0.2460 data_time: 0.0018 memory: 2855 loss: 1.9029 2022/12/07 00:41:48 - mmengine - INFO - Epoch(train) [43][2900/5005] lr: 7.2021e-02 eta: 23:51:44 time: 0.2487 data_time: 0.0013 memory: 2855 loss: 1.8240 2022/12/07 00:42:09 - mmengine - INFO - Epoch(train) [43][3000/5005] lr: 7.1998e-02 eta: 23:51:21 time: 0.2856 data_time: 0.0055 memory: 2855 loss: 1.6127 2022/12/07 00:42:34 - mmengine - INFO - Epoch(train) [43][3100/5005] lr: 7.1974e-02 eta: 23:51:04 time: 0.2496 data_time: 0.0016 memory: 2855 loss: 1.8269 2022/12/07 00:42:59 - mmengine - INFO - Epoch(train) [43][3200/5005] lr: 7.1951e-02 eta: 23:50:46 time: 0.2455 data_time: 0.0019 memory: 2855 loss: 1.9379 2022/12/07 00:43:24 - mmengine - INFO - Epoch(train) [43][3300/5005] lr: 7.1927e-02 eta: 23:50:29 time: 0.2501 data_time: 0.0018 memory: 2855 loss: 1.9334 2022/12/07 00:43:49 - mmengine - INFO - Epoch(train) [43][3400/5005] lr: 7.1904e-02 eta: 23:50:11 time: 0.2465 data_time: 0.0018 memory: 2855 loss: 1.7775 2022/12/07 00:44:14 - mmengine - INFO - Epoch(train) [43][3500/5005] lr: 7.1880e-02 eta: 23:49:54 time: 0.2496 data_time: 0.0018 memory: 2855 loss: 1.8025 2022/12/07 00:44:38 - mmengine - INFO - Epoch(train) [43][3600/5005] lr: 7.1857e-02 eta: 23:49:36 time: 0.2522 data_time: 0.0018 memory: 2855 loss: 1.8976 2022/12/07 00:45:03 - mmengine - INFO - Epoch(train) [43][3700/5005] lr: 7.1833e-02 eta: 23:49:19 time: 0.2479 data_time: 0.0017 memory: 2855 loss: 1.7346 2022/12/07 00:45:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:45:28 - mmengine - INFO - Epoch(train) [43][3800/5005] lr: 7.1810e-02 eta: 23:49:01 time: 0.2498 data_time: 0.0023 memory: 2855 loss: 1.9161 2022/12/07 00:45:53 - mmengine - INFO - Epoch(train) [43][3900/5005] lr: 7.1786e-02 eta: 23:48:44 time: 0.2477 data_time: 0.0019 memory: 2855 loss: 1.7460 2022/12/07 00:46:18 - mmengine - INFO - Epoch(train) [43][4000/5005] lr: 7.1763e-02 eta: 23:48:27 time: 0.2466 data_time: 0.0019 memory: 2855 loss: 1.7822 2022/12/07 00:46:43 - mmengine - INFO - Epoch(train) [43][4100/5005] lr: 7.1739e-02 eta: 23:48:09 time: 0.2455 data_time: 0.0018 memory: 2855 loss: 1.9119 2022/12/07 00:47:08 - mmengine - INFO - Epoch(train) [43][4200/5005] lr: 7.1716e-02 eta: 23:47:52 time: 0.2448 data_time: 0.0018 memory: 2855 loss: 1.7243 2022/12/07 00:47:33 - mmengine - INFO - Epoch(train) [43][4300/5005] lr: 7.1692e-02 eta: 23:47:34 time: 0.2529 data_time: 0.0014 memory: 2855 loss: 1.8389 2022/12/07 00:47:56 - mmengine - INFO - Epoch(train) [43][4400/5005] lr: 7.1668e-02 eta: 23:47:14 time: 0.1618 data_time: 0.0052 memory: 2855 loss: 1.7965 2022/12/07 00:48:19 - mmengine - INFO - Epoch(train) [43][4500/5005] lr: 7.1645e-02 eta: 23:46:53 time: 0.2513 data_time: 0.0016 memory: 2855 loss: 1.9288 2022/12/07 00:48:44 - mmengine - INFO - Epoch(train) [43][4600/5005] lr: 7.1621e-02 eta: 23:46:35 time: 0.2474 data_time: 0.0016 memory: 2855 loss: 1.6294 2022/12/07 00:49:08 - mmengine - INFO - Epoch(train) [43][4700/5005] lr: 7.1598e-02 eta: 23:46:18 time: 0.2425 data_time: 0.0017 memory: 2855 loss: 1.9170 2022/12/07 00:49:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:49:33 - mmengine - INFO - Epoch(train) [43][4800/5005] lr: 7.1574e-02 eta: 23:46:00 time: 0.2499 data_time: 0.0017 memory: 2855 loss: 1.9629 2022/12/07 00:49:58 - mmengine - INFO - Epoch(train) [43][4900/5005] lr: 7.1551e-02 eta: 23:45:42 time: 0.2477 data_time: 0.0017 memory: 2855 loss: 1.9531 2022/12/07 00:50:23 - mmengine - INFO - Epoch(train) [43][5000/5005] lr: 7.1527e-02 eta: 23:45:25 time: 0.2436 data_time: 0.0032 memory: 2855 loss: 2.0612 2022/12/07 00:50:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:50:24 - mmengine - INFO - Saving checkpoint at 43 epochs 2022/12/07 00:50:33 - mmengine - INFO - Epoch(val) [43][100/196] eta: 0:00:06 time: 0.0640 data_time: 0.0143 memory: 2855 2022/12/07 00:50:49 - mmengine - INFO - Epoch(val) [43][196/196] accuracy/top1: 62.7740 accuracy/top5: 85.3100 2022/12/07 00:51:14 - mmengine - INFO - Epoch(train) [44][ 100/5005] lr: 7.1502e-02 eta: 23:45:07 time: 0.2511 data_time: 0.0021 memory: 2855 loss: 1.5934 2022/12/07 00:51:39 - mmengine - INFO - Epoch(train) [44][ 200/5005] lr: 7.1479e-02 eta: 23:44:49 time: 0.2427 data_time: 0.0018 memory: 2855 loss: 1.7198 2022/12/07 00:52:03 - mmengine - INFO - Epoch(train) [44][ 300/5005] lr: 7.1455e-02 eta: 23:44:31 time: 0.2477 data_time: 0.0019 memory: 2855 loss: 1.8675 2022/12/07 00:52:28 - mmengine - INFO - Epoch(train) [44][ 400/5005] lr: 7.1431e-02 eta: 23:44:14 time: 0.2425 data_time: 0.0019 memory: 2855 loss: 1.8806 2022/12/07 00:52:53 - mmengine - INFO - Epoch(train) [44][ 500/5005] lr: 7.1408e-02 eta: 23:43:56 time: 0.2481 data_time: 0.0023 memory: 2855 loss: 1.9229 2022/12/07 00:53:18 - mmengine - INFO - Epoch(train) [44][ 600/5005] lr: 7.1384e-02 eta: 23:43:38 time: 0.2444 data_time: 0.0014 memory: 2855 loss: 1.6146 2022/12/07 00:53:43 - mmengine - INFO - Epoch(train) [44][ 700/5005] lr: 7.1360e-02 eta: 23:43:21 time: 0.2495 data_time: 0.0014 memory: 2855 loss: 1.8029 2022/12/07 00:54:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:54:05 - mmengine - INFO - Epoch(train) [44][ 800/5005] lr: 7.1337e-02 eta: 23:42:58 time: 0.2501 data_time: 0.0029 memory: 2855 loss: 1.8698 2022/12/07 00:54:29 - mmengine - INFO - Epoch(train) [44][ 900/5005] lr: 7.1313e-02 eta: 23:42:40 time: 0.2615 data_time: 0.0017 memory: 2855 loss: 1.8523 2022/12/07 00:54:54 - mmengine - INFO - Epoch(train) [44][1000/5005] lr: 7.1289e-02 eta: 23:42:22 time: 0.2514 data_time: 0.0020 memory: 2855 loss: 1.7793 2022/12/07 00:55:19 - mmengine - INFO - Epoch(train) [44][1100/5005] lr: 7.1266e-02 eta: 23:42:04 time: 0.2407 data_time: 0.0019 memory: 2855 loss: 1.7121 2022/12/07 00:55:44 - mmengine - INFO - Epoch(train) [44][1200/5005] lr: 7.1242e-02 eta: 23:41:47 time: 0.2481 data_time: 0.0019 memory: 2855 loss: 1.9145 2022/12/07 00:56:09 - mmengine - INFO - Epoch(train) [44][1300/5005] lr: 7.1218e-02 eta: 23:41:29 time: 0.2501 data_time: 0.0019 memory: 2855 loss: 1.8463 2022/12/07 00:56:34 - mmengine - INFO - Epoch(train) [44][1400/5005] lr: 7.1195e-02 eta: 23:41:12 time: 0.2464 data_time: 0.0022 memory: 2855 loss: 1.6516 2022/12/07 00:56:59 - mmengine - INFO - Epoch(train) [44][1500/5005] lr: 7.1171e-02 eta: 23:40:54 time: 0.2514 data_time: 0.0018 memory: 2855 loss: 1.7285 2022/12/07 00:57:24 - mmengine - INFO - Epoch(train) [44][1600/5005] lr: 7.1147e-02 eta: 23:40:37 time: 0.2455 data_time: 0.0024 memory: 2855 loss: 1.9430 2022/12/07 00:57:48 - mmengine - INFO - Epoch(train) [44][1700/5005] lr: 7.1124e-02 eta: 23:40:19 time: 0.2480 data_time: 0.0020 memory: 2855 loss: 1.9034 2022/12/07 00:58:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 00:58:13 - mmengine - INFO - Epoch(train) [44][1800/5005] lr: 7.1100e-02 eta: 23:40:01 time: 0.2515 data_time: 0.0017 memory: 2855 loss: 1.7651 2022/12/07 00:58:38 - mmengine - INFO - Epoch(train) [44][1900/5005] lr: 7.1076e-02 eta: 23:39:43 time: 0.2436 data_time: 0.0019 memory: 2855 loss: 1.5429 2022/12/07 00:59:03 - mmengine - INFO - Epoch(train) [44][2000/5005] lr: 7.1053e-02 eta: 23:39:26 time: 0.2574 data_time: 0.0020 memory: 2855 loss: 1.9446 2022/12/07 00:59:28 - mmengine - INFO - Epoch(train) [44][2100/5005] lr: 7.1029e-02 eta: 23:39:08 time: 0.2526 data_time: 0.0014 memory: 2855 loss: 1.5861 2022/12/07 00:59:49 - mmengine - INFO - Epoch(train) [44][2200/5005] lr: 7.1005e-02 eta: 23:38:44 time: 0.1832 data_time: 0.0039 memory: 2855 loss: 1.8157 2022/12/07 01:00:15 - mmengine - INFO - Epoch(train) [44][2300/5005] lr: 7.0981e-02 eta: 23:38:28 time: 0.2417 data_time: 0.0015 memory: 2855 loss: 1.8162 2022/12/07 01:00:40 - mmengine - INFO - Epoch(train) [44][2400/5005] lr: 7.0958e-02 eta: 23:38:10 time: 0.2520 data_time: 0.0018 memory: 2855 loss: 1.7237 2022/12/07 01:01:05 - mmengine - INFO - Epoch(train) [44][2500/5005] lr: 7.0934e-02 eta: 23:37:53 time: 0.2467 data_time: 0.0020 memory: 2855 loss: 1.8171 2022/12/07 01:01:29 - mmengine - INFO - Epoch(train) [44][2600/5005] lr: 7.0910e-02 eta: 23:37:35 time: 0.2488 data_time: 0.0023 memory: 2855 loss: 1.7362 2022/12/07 01:01:54 - mmengine - INFO - Epoch(train) [44][2700/5005] lr: 7.0886e-02 eta: 23:37:17 time: 0.2427 data_time: 0.0019 memory: 2855 loss: 1.9879 2022/12/07 01:02:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:02:19 - mmengine - INFO - Epoch(train) [44][2800/5005] lr: 7.0863e-02 eta: 23:37:00 time: 0.2475 data_time: 0.0020 memory: 2855 loss: 1.8104 2022/12/07 01:02:44 - mmengine - INFO - Epoch(train) [44][2900/5005] lr: 7.0839e-02 eta: 23:36:42 time: 0.2442 data_time: 0.0021 memory: 2855 loss: 1.8454 2022/12/07 01:03:09 - mmengine - INFO - Epoch(train) [44][3000/5005] lr: 7.0815e-02 eta: 23:36:24 time: 0.2503 data_time: 0.0024 memory: 2855 loss: 1.8170 2022/12/07 01:03:34 - mmengine - INFO - Epoch(train) [44][3100/5005] lr: 7.0791e-02 eta: 23:36:07 time: 0.2520 data_time: 0.0018 memory: 2855 loss: 1.7494 2022/12/07 01:03:59 - mmengine - INFO - Epoch(train) [44][3200/5005] lr: 7.0767e-02 eta: 23:35:49 time: 0.2391 data_time: 0.0020 memory: 2855 loss: 2.0251 2022/12/07 01:04:24 - mmengine - INFO - Epoch(train) [44][3300/5005] lr: 7.0744e-02 eta: 23:35:31 time: 0.2517 data_time: 0.0018 memory: 2855 loss: 2.0248 2022/12/07 01:04:48 - mmengine - INFO - Epoch(train) [44][3400/5005] lr: 7.0720e-02 eta: 23:35:13 time: 0.2495 data_time: 0.0020 memory: 2855 loss: 1.9504 2022/12/07 01:05:13 - mmengine - INFO - Epoch(train) [44][3500/5005] lr: 7.0696e-02 eta: 23:34:55 time: 0.2418 data_time: 0.0014 memory: 2855 loss: 1.8717 2022/12/07 01:05:38 - mmengine - INFO - Epoch(train) [44][3600/5005] lr: 7.0672e-02 eta: 23:34:37 time: 0.1810 data_time: 0.0070 memory: 2855 loss: 1.9022 2022/12/07 01:05:59 - mmengine - INFO - Epoch(train) [44][3700/5005] lr: 7.0648e-02 eta: 23:34:14 time: 0.2494 data_time: 0.0021 memory: 2855 loss: 1.6651 2022/12/07 01:06:21 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:06:24 - mmengine - INFO - Epoch(train) [44][3800/5005] lr: 7.0625e-02 eta: 23:33:56 time: 0.2487 data_time: 0.0018 memory: 2855 loss: 1.9686 2022/12/07 01:06:49 - mmengine - INFO - Epoch(train) [44][3900/5005] lr: 7.0601e-02 eta: 23:33:38 time: 0.2510 data_time: 0.0017 memory: 2855 loss: 1.9282 2022/12/07 01:07:14 - mmengine - INFO - Epoch(train) [44][4000/5005] lr: 7.0577e-02 eta: 23:33:20 time: 0.2495 data_time: 0.0023 memory: 2855 loss: 2.0153 2022/12/07 01:07:38 - mmengine - INFO - Epoch(train) [44][4100/5005] lr: 7.0553e-02 eta: 23:33:02 time: 0.2468 data_time: 0.0019 memory: 2855 loss: 2.0394 2022/12/07 01:08:03 - mmengine - INFO - Epoch(train) [44][4200/5005] lr: 7.0529e-02 eta: 23:32:44 time: 0.2408 data_time: 0.0021 memory: 2855 loss: 1.9456 2022/12/07 01:08:28 - mmengine - INFO - Epoch(train) [44][4300/5005] lr: 7.0505e-02 eta: 23:32:26 time: 0.2489 data_time: 0.0019 memory: 2855 loss: 1.8195 2022/12/07 01:08:53 - mmengine - INFO - Epoch(train) [44][4400/5005] lr: 7.0482e-02 eta: 23:32:08 time: 0.2505 data_time: 0.0022 memory: 2855 loss: 1.7077 2022/12/07 01:09:18 - mmengine - INFO - Epoch(train) [44][4500/5005] lr: 7.0458e-02 eta: 23:31:50 time: 0.2420 data_time: 0.0017 memory: 2855 loss: 1.5950 2022/12/07 01:09:43 - mmengine - INFO - Epoch(train) [44][4600/5005] lr: 7.0434e-02 eta: 23:31:32 time: 0.2501 data_time: 0.0021 memory: 2855 loss: 1.9515 2022/12/07 01:10:08 - mmengine - INFO - Epoch(train) [44][4700/5005] lr: 7.0410e-02 eta: 23:31:14 time: 0.2533 data_time: 0.0019 memory: 2855 loss: 1.8952 2022/12/07 01:10:29 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:10:32 - mmengine - INFO - Epoch(train) [44][4800/5005] lr: 7.0386e-02 eta: 23:30:57 time: 0.2477 data_time: 0.0020 memory: 2855 loss: 1.8517 2022/12/07 01:10:57 - mmengine - INFO - Epoch(train) [44][4900/5005] lr: 7.0362e-02 eta: 23:30:39 time: 0.2475 data_time: 0.0019 memory: 2855 loss: 2.2086 2022/12/07 01:11:22 - mmengine - INFO - Epoch(train) [44][5000/5005] lr: 7.0338e-02 eta: 23:30:21 time: 0.2490 data_time: 0.0024 memory: 2855 loss: 1.8430 2022/12/07 01:11:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:11:23 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/12/07 01:11:29 - mmengine - INFO - Epoch(val) [44][100/196] eta: 0:00:04 time: 0.0441 data_time: 0.0003 memory: 2855 2022/12/07 01:11:52 - mmengine - INFO - Epoch(val) [44][196/196] accuracy/top1: 63.0660 accuracy/top5: 85.3520 2022/12/07 01:12:17 - mmengine - INFO - Epoch(train) [45][ 100/5005] lr: 7.0313e-02 eta: 23:30:04 time: 0.2486 data_time: 0.0018 memory: 2855 loss: 1.7877 2022/12/07 01:12:42 - mmengine - INFO - Epoch(train) [45][ 200/5005] lr: 7.0289e-02 eta: 23:29:46 time: 0.2455 data_time: 0.0017 memory: 2855 loss: 1.8899 2022/12/07 01:13:07 - mmengine - INFO - Epoch(train) [45][ 300/5005] lr: 7.0265e-02 eta: 23:29:28 time: 0.2404 data_time: 0.0021 memory: 2855 loss: 1.6306 2022/12/07 01:13:32 - mmengine - INFO - Epoch(train) [45][ 400/5005] lr: 7.0241e-02 eta: 23:29:10 time: 0.2494 data_time: 0.0022 memory: 2855 loss: 1.7149 2022/12/07 01:13:57 - mmengine - INFO - Epoch(train) [45][ 500/5005] lr: 7.0218e-02 eta: 23:28:52 time: 0.2527 data_time: 0.0019 memory: 2855 loss: 1.6386 2022/12/07 01:14:22 - mmengine - INFO - Epoch(train) [45][ 600/5005] lr: 7.0194e-02 eta: 23:28:34 time: 0.2394 data_time: 0.0020 memory: 2855 loss: 1.6896 2022/12/07 01:14:47 - mmengine - INFO - Epoch(train) [45][ 700/5005] lr: 7.0170e-02 eta: 23:28:16 time: 0.2485 data_time: 0.0019 memory: 2855 loss: 1.7772 2022/12/07 01:15:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:15:12 - mmengine - INFO - Epoch(train) [45][ 800/5005] lr: 7.0146e-02 eta: 23:27:58 time: 0.2522 data_time: 0.0021 memory: 2855 loss: 1.6158 2022/12/07 01:15:36 - mmengine - INFO - Epoch(train) [45][ 900/5005] lr: 7.0122e-02 eta: 23:27:40 time: 0.2428 data_time: 0.0023 memory: 2855 loss: 1.8616 2022/12/07 01:16:01 - mmengine - INFO - Epoch(train) [45][1000/5005] lr: 7.0098e-02 eta: 23:27:23 time: 0.2462 data_time: 0.0022 memory: 2855 loss: 1.9746 2022/12/07 01:16:26 - mmengine - INFO - Epoch(train) [45][1100/5005] lr: 7.0074e-02 eta: 23:27:05 time: 0.2484 data_time: 0.0020 memory: 2855 loss: 1.6876 2022/12/07 01:16:51 - mmengine - INFO - Epoch(train) [45][1200/5005] lr: 7.0050e-02 eta: 23:26:47 time: 0.2409 data_time: 0.0021 memory: 2855 loss: 1.6500 2022/12/07 01:17:16 - mmengine - INFO - Epoch(train) [45][1300/5005] lr: 7.0026e-02 eta: 23:26:29 time: 0.2486 data_time: 0.0014 memory: 2855 loss: 1.6377 2022/12/07 01:17:38 - mmengine - INFO - Epoch(train) [45][1400/5005] lr: 7.0002e-02 eta: 23:26:06 time: 0.3023 data_time: 0.0050 memory: 2855 loss: 1.9184 2022/12/07 01:18:03 - mmengine - INFO - Epoch(train) [45][1500/5005] lr: 6.9978e-02 eta: 23:25:49 time: 0.2505 data_time: 0.0017 memory: 2855 loss: 1.7303 2022/12/07 01:18:28 - mmengine - INFO - Epoch(train) [45][1600/5005] lr: 6.9954e-02 eta: 23:25:31 time: 0.2482 data_time: 0.0019 memory: 2855 loss: 1.7104 2022/12/07 01:18:53 - mmengine - INFO - Epoch(train) [45][1700/5005] lr: 6.9930e-02 eta: 23:25:13 time: 0.2399 data_time: 0.0020 memory: 2855 loss: 1.9654 2022/12/07 01:19:13 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:19:18 - mmengine - INFO - Epoch(train) [45][1800/5005] lr: 6.9906e-02 eta: 23:24:55 time: 0.2531 data_time: 0.0021 memory: 2855 loss: 1.8171 2022/12/07 01:19:43 - mmengine - INFO - Epoch(train) [45][1900/5005] lr: 6.9882e-02 eta: 23:24:37 time: 0.2519 data_time: 0.0021 memory: 2855 loss: 1.8441 2022/12/07 01:20:08 - mmengine - INFO - Epoch(train) [45][2000/5005] lr: 6.9858e-02 eta: 23:24:19 time: 0.2488 data_time: 0.0019 memory: 2855 loss: 1.7681 2022/12/07 01:20:33 - mmengine - INFO - Epoch(train) [45][2100/5005] lr: 6.9834e-02 eta: 23:24:01 time: 0.2459 data_time: 0.0022 memory: 2855 loss: 1.7674 2022/12/07 01:20:58 - mmengine - INFO - Epoch(train) [45][2200/5005] lr: 6.9810e-02 eta: 23:23:43 time: 0.2496 data_time: 0.0020 memory: 2855 loss: 2.1529 2022/12/07 01:21:22 - mmengine - INFO - Epoch(train) [45][2300/5005] lr: 6.9786e-02 eta: 23:23:25 time: 0.2431 data_time: 0.0021 memory: 2855 loss: 1.7711 2022/12/07 01:21:47 - mmengine - INFO - Epoch(train) [45][2400/5005] lr: 6.9762e-02 eta: 23:23:07 time: 0.2476 data_time: 0.0023 memory: 2855 loss: 1.9140 2022/12/07 01:22:12 - mmengine - INFO - Epoch(train) [45][2500/5005] lr: 6.9738e-02 eta: 23:22:49 time: 0.2441 data_time: 0.0018 memory: 2855 loss: 1.7804 2022/12/07 01:22:37 - mmengine - INFO - Epoch(train) [45][2600/5005] lr: 6.9714e-02 eta: 23:22:31 time: 0.2450 data_time: 0.0018 memory: 2855 loss: 1.7820 2022/12/07 01:23:02 - mmengine - INFO - Epoch(train) [45][2700/5005] lr: 6.9690e-02 eta: 23:22:14 time: 0.2493 data_time: 0.0014 memory: 2855 loss: 1.9713 2022/12/07 01:23:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:23:26 - mmengine - INFO - Epoch(train) [45][2800/5005] lr: 6.9666e-02 eta: 23:21:54 time: 0.1653 data_time: 0.0061 memory: 2855 loss: 1.9336 2022/12/07 01:23:49 - mmengine - INFO - Epoch(train) [45][2900/5005] lr: 6.9642e-02 eta: 23:21:32 time: 0.2453 data_time: 0.0023 memory: 2855 loss: 1.7308 2022/12/07 01:24:14 - mmengine - INFO - Epoch(train) [45][3000/5005] lr: 6.9618e-02 eta: 23:21:14 time: 0.2385 data_time: 0.0018 memory: 2855 loss: 1.8819 2022/12/07 01:24:38 - mmengine - INFO - Epoch(train) [45][3100/5005] lr: 6.9594e-02 eta: 23:20:56 time: 0.2460 data_time: 0.0017 memory: 2855 loss: 1.7046 2022/12/07 01:25:03 - mmengine - INFO - Epoch(train) [45][3200/5005] lr: 6.9570e-02 eta: 23:20:38 time: 0.2502 data_time: 0.0017 memory: 2855 loss: 1.6870 2022/12/07 01:25:28 - mmengine - INFO - Epoch(train) [45][3300/5005] lr: 6.9546e-02 eta: 23:20:20 time: 0.2416 data_time: 0.0023 memory: 2855 loss: 2.0241 2022/12/07 01:25:53 - mmengine - INFO - Epoch(train) [45][3400/5005] lr: 6.9522e-02 eta: 23:20:02 time: 0.2524 data_time: 0.0019 memory: 2855 loss: 1.7282 2022/12/07 01:26:18 - mmengine - INFO - Epoch(train) [45][3500/5005] lr: 6.9497e-02 eta: 23:19:44 time: 0.2428 data_time: 0.0022 memory: 2855 loss: 1.7492 2022/12/07 01:26:43 - mmengine - INFO - Epoch(train) [45][3600/5005] lr: 6.9473e-02 eta: 23:19:26 time: 0.2514 data_time: 0.0018 memory: 2855 loss: 1.7608 2022/12/07 01:27:08 - mmengine - INFO - Epoch(train) [45][3700/5005] lr: 6.9449e-02 eta: 23:19:08 time: 0.2483 data_time: 0.0023 memory: 2855 loss: 1.9014 2022/12/07 01:27:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:27:33 - mmengine - INFO - Epoch(train) [45][3800/5005] lr: 6.9425e-02 eta: 23:18:50 time: 0.2492 data_time: 0.0021 memory: 2855 loss: 1.9441 2022/12/07 01:27:57 - mmengine - INFO - Epoch(train) [45][3900/5005] lr: 6.9401e-02 eta: 23:18:32 time: 0.2494 data_time: 0.0019 memory: 2855 loss: 1.9336 2022/12/07 01:28:22 - mmengine - INFO - Epoch(train) [45][4000/5005] lr: 6.9377e-02 eta: 23:18:13 time: 0.2494 data_time: 0.0022 memory: 2855 loss: 1.7624 2022/12/07 01:28:47 - mmengine - INFO - Epoch(train) [45][4100/5005] lr: 6.9353e-02 eta: 23:17:56 time: 0.2492 data_time: 0.0020 memory: 2855 loss: 1.7467 2022/12/07 01:29:12 - mmengine - INFO - Epoch(train) [45][4200/5005] lr: 6.9329e-02 eta: 23:17:38 time: 0.2503 data_time: 0.0014 memory: 2855 loss: 1.7949 2022/12/07 01:29:34 - mmengine - INFO - Epoch(train) [45][4300/5005] lr: 6.9305e-02 eta: 23:17:14 time: 0.2740 data_time: 0.0066 memory: 2855 loss: 1.9198 2022/12/07 01:29:59 - mmengine - INFO - Epoch(train) [45][4400/5005] lr: 6.9281e-02 eta: 23:16:56 time: 0.2536 data_time: 0.0017 memory: 2855 loss: 1.9973 2022/12/07 01:30:24 - mmengine - INFO - Epoch(train) [45][4500/5005] lr: 6.9256e-02 eta: 23:16:38 time: 0.2495 data_time: 0.0020 memory: 2855 loss: 2.0490 2022/12/07 01:30:49 - mmengine - INFO - Epoch(train) [45][4600/5005] lr: 6.9232e-02 eta: 23:16:20 time: 0.2482 data_time: 0.0020 memory: 2855 loss: 2.0351 2022/12/07 01:31:13 - mmengine - INFO - Epoch(train) [45][4700/5005] lr: 6.9208e-02 eta: 23:16:02 time: 0.2515 data_time: 0.0020 memory: 2855 loss: 1.7954 2022/12/07 01:31:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:31:38 - mmengine - INFO - Epoch(train) [45][4800/5005] lr: 6.9184e-02 eta: 23:15:44 time: 0.2453 data_time: 0.0018 memory: 2855 loss: 1.6350 2022/12/07 01:32:03 - mmengine - INFO - Epoch(train) [45][4900/5005] lr: 6.9160e-02 eta: 23:15:25 time: 0.2498 data_time: 0.0020 memory: 2855 loss: 1.7336 2022/12/07 01:32:28 - mmengine - INFO - Epoch(train) [45][5000/5005] lr: 6.9136e-02 eta: 23:15:07 time: 0.2513 data_time: 0.0027 memory: 2855 loss: 1.7485 2022/12/07 01:32:29 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:32:29 - mmengine - INFO - Saving checkpoint at 45 epochs 2022/12/07 01:32:38 - mmengine - INFO - Epoch(val) [45][100/196] eta: 0:00:06 time: 0.0742 data_time: 0.0378 memory: 2855 2022/12/07 01:32:54 - mmengine - INFO - Epoch(val) [45][196/196] accuracy/top1: 62.6780 accuracy/top5: 85.4320 2022/12/07 01:33:20 - mmengine - INFO - Epoch(train) [46][ 100/5005] lr: 6.9110e-02 eta: 23:14:49 time: 0.2541 data_time: 0.0018 memory: 2855 loss: 1.6299 2022/12/07 01:33:45 - mmengine - INFO - Epoch(train) [46][ 200/5005] lr: 6.9086e-02 eta: 23:14:31 time: 0.2514 data_time: 0.0022 memory: 2855 loss: 1.7479 2022/12/07 01:34:09 - mmengine - INFO - Epoch(train) [46][ 300/5005] lr: 6.9062e-02 eta: 23:14:12 time: 0.2413 data_time: 0.0018 memory: 2855 loss: 1.9420 2022/12/07 01:34:34 - mmengine - INFO - Epoch(train) [46][ 400/5005] lr: 6.9038e-02 eta: 23:13:54 time: 0.2506 data_time: 0.0017 memory: 2855 loss: 1.8023 2022/12/07 01:34:59 - mmengine - INFO - Epoch(train) [46][ 500/5005] lr: 6.9014e-02 eta: 23:13:36 time: 0.2519 data_time: 0.0014 memory: 2855 loss: 1.9184 2022/12/07 01:35:20 - mmengine - INFO - Epoch(train) [46][ 600/5005] lr: 6.8989e-02 eta: 23:13:12 time: 0.1847 data_time: 0.0047 memory: 2855 loss: 2.0805 2022/12/07 01:35:46 - mmengine - INFO - Epoch(train) [46][ 700/5005] lr: 6.8965e-02 eta: 23:12:55 time: 0.2569 data_time: 0.0017 memory: 2855 loss: 1.8035 2022/12/07 01:36:05 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:36:11 - mmengine - INFO - Epoch(train) [46][ 800/5005] lr: 6.8941e-02 eta: 23:12:36 time: 0.2436 data_time: 0.0016 memory: 2855 loss: 1.8903 2022/12/07 01:36:36 - mmengine - INFO - Epoch(train) [46][ 900/5005] lr: 6.8917e-02 eta: 23:12:18 time: 0.2482 data_time: 0.0020 memory: 2855 loss: 1.5932 2022/12/07 01:37:01 - mmengine - INFO - Epoch(train) [46][1000/5005] lr: 6.8893e-02 eta: 23:12:00 time: 0.2564 data_time: 0.0018 memory: 2855 loss: 1.7285 2022/12/07 01:37:26 - mmengine - INFO - Epoch(train) [46][1100/5005] lr: 6.8868e-02 eta: 23:11:42 time: 0.2498 data_time: 0.0017 memory: 2855 loss: 1.8128 2022/12/07 01:37:50 - mmengine - INFO - Epoch(train) [46][1200/5005] lr: 6.8844e-02 eta: 23:11:24 time: 0.2489 data_time: 0.0021 memory: 2855 loss: 1.9040 2022/12/07 01:38:15 - mmengine - INFO - Epoch(train) [46][1300/5005] lr: 6.8820e-02 eta: 23:11:06 time: 0.2516 data_time: 0.0019 memory: 2855 loss: 1.9039 2022/12/07 01:38:40 - mmengine - INFO - Epoch(train) [46][1400/5005] lr: 6.8796e-02 eta: 23:10:47 time: 0.2414 data_time: 0.0023 memory: 2855 loss: 1.7548 2022/12/07 01:39:05 - mmengine - INFO - Epoch(train) [46][1500/5005] lr: 6.8771e-02 eta: 23:10:29 time: 0.2488 data_time: 0.0018 memory: 2855 loss: 1.7987 2022/12/07 01:39:30 - mmengine - INFO - Epoch(train) [46][1600/5005] lr: 6.8747e-02 eta: 23:10:11 time: 0.2486 data_time: 0.0020 memory: 2855 loss: 1.7121 2022/12/07 01:39:55 - mmengine - INFO - Epoch(train) [46][1700/5005] lr: 6.8723e-02 eta: 23:09:53 time: 0.2462 data_time: 0.0023 memory: 2855 loss: 1.7669 2022/12/07 01:40:13 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:40:20 - mmengine - INFO - Epoch(train) [46][1800/5005] lr: 6.8699e-02 eta: 23:09:35 time: 0.2495 data_time: 0.0021 memory: 2855 loss: 1.9672 2022/12/07 01:40:45 - mmengine - INFO - Epoch(train) [46][1900/5005] lr: 6.8674e-02 eta: 23:09:16 time: 0.2510 data_time: 0.0014 memory: 2855 loss: 1.7349 2022/12/07 01:41:09 - mmengine - INFO - Epoch(train) [46][2000/5005] lr: 6.8650e-02 eta: 23:08:57 time: 0.1728 data_time: 0.0055 memory: 2855 loss: 1.9310 2022/12/07 01:41:31 - mmengine - INFO - Epoch(train) [46][2100/5005] lr: 6.8626e-02 eta: 23:08:35 time: 0.2393 data_time: 0.0019 memory: 2855 loss: 1.7910 2022/12/07 01:41:56 - mmengine - INFO - Epoch(train) [46][2200/5005] lr: 6.8602e-02 eta: 23:08:17 time: 0.2481 data_time: 0.0017 memory: 2855 loss: 1.7641 2022/12/07 01:42:21 - mmengine - INFO - Epoch(train) [46][2300/5005] lr: 6.8577e-02 eta: 23:07:59 time: 0.2475 data_time: 0.0019 memory: 2855 loss: 1.8534 2022/12/07 01:42:46 - mmengine - INFO - Epoch(train) [46][2400/5005] lr: 6.8553e-02 eta: 23:07:40 time: 0.2471 data_time: 0.0018 memory: 2855 loss: 1.7660 2022/12/07 01:43:11 - mmengine - INFO - Epoch(train) [46][2500/5005] lr: 6.8529e-02 eta: 23:07:22 time: 0.2459 data_time: 0.0021 memory: 2855 loss: 1.7809 2022/12/07 01:43:36 - mmengine - INFO - Epoch(train) [46][2600/5005] lr: 6.8504e-02 eta: 23:07:03 time: 0.2511 data_time: 0.0017 memory: 2855 loss: 1.7263 2022/12/07 01:44:00 - mmengine - INFO - Epoch(train) [46][2700/5005] lr: 6.8480e-02 eta: 23:06:45 time: 0.2474 data_time: 0.0020 memory: 2855 loss: 2.0615 2022/12/07 01:44:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:44:25 - mmengine - INFO - Epoch(train) [46][2800/5005] lr: 6.8456e-02 eta: 23:06:27 time: 0.2504 data_time: 0.0019 memory: 2855 loss: 1.7503 2022/12/07 01:44:50 - mmengine - INFO - Epoch(train) [46][2900/5005] lr: 6.8432e-02 eta: 23:06:08 time: 0.2489 data_time: 0.0019 memory: 2855 loss: 1.6688 2022/12/07 01:45:15 - mmengine - INFO - Epoch(train) [46][3000/5005] lr: 6.8407e-02 eta: 23:05:50 time: 0.2504 data_time: 0.0018 memory: 2855 loss: 2.0582 2022/12/07 01:45:40 - mmengine - INFO - Epoch(train) [46][3100/5005] lr: 6.8383e-02 eta: 23:05:32 time: 0.2480 data_time: 0.0021 memory: 2855 loss: 2.0031 2022/12/07 01:46:05 - mmengine - INFO - Epoch(train) [46][3200/5005] lr: 6.8359e-02 eta: 23:05:14 time: 0.2543 data_time: 0.0020 memory: 2855 loss: 1.8483 2022/12/07 01:46:30 - mmengine - INFO - Epoch(train) [46][3300/5005] lr: 6.8334e-02 eta: 23:04:56 time: 0.2479 data_time: 0.0019 memory: 2855 loss: 1.7833 2022/12/07 01:46:55 - mmengine - INFO - Epoch(train) [46][3400/5005] lr: 6.8310e-02 eta: 23:04:38 time: 0.2519 data_time: 0.0015 memory: 2855 loss: 1.8831 2022/12/07 01:47:17 - mmengine - INFO - Epoch(train) [46][3500/5005] lr: 6.8286e-02 eta: 23:04:15 time: 0.2784 data_time: 0.0046 memory: 2855 loss: 1.8516 2022/12/07 01:47:42 - mmengine - INFO - Epoch(train) [46][3600/5005] lr: 6.8261e-02 eta: 23:03:57 time: 0.2511 data_time: 0.0017 memory: 2855 loss: 1.8195 2022/12/07 01:48:07 - mmengine - INFO - Epoch(train) [46][3700/5005] lr: 6.8237e-02 eta: 23:03:38 time: 0.2469 data_time: 0.0018 memory: 2855 loss: 1.5940 2022/12/07 01:48:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:48:32 - mmengine - INFO - Epoch(train) [46][3800/5005] lr: 6.8213e-02 eta: 23:03:20 time: 0.2492 data_time: 0.0018 memory: 2855 loss: 1.6772 2022/12/07 01:48:57 - mmengine - INFO - Epoch(train) [46][3900/5005] lr: 6.8188e-02 eta: 23:03:02 time: 0.2416 data_time: 0.0021 memory: 2855 loss: 1.7998 2022/12/07 01:49:21 - mmengine - INFO - Epoch(train) [46][4000/5005] lr: 6.8164e-02 eta: 23:02:43 time: 0.2512 data_time: 0.0021 memory: 2855 loss: 1.9599 2022/12/07 01:49:46 - mmengine - INFO - Epoch(train) [46][4100/5005] lr: 6.8139e-02 eta: 23:02:25 time: 0.2434 data_time: 0.0019 memory: 2855 loss: 1.6723 2022/12/07 01:50:11 - mmengine - INFO - Epoch(train) [46][4200/5005] lr: 6.8115e-02 eta: 23:02:06 time: 0.2511 data_time: 0.0021 memory: 2855 loss: 1.8003 2022/12/07 01:50:36 - mmengine - INFO - Epoch(train) [46][4300/5005] lr: 6.8091e-02 eta: 23:01:48 time: 0.2486 data_time: 0.0018 memory: 2855 loss: 1.8787 2022/12/07 01:51:01 - mmengine - INFO - Epoch(train) [46][4400/5005] lr: 6.8066e-02 eta: 23:01:30 time: 0.2416 data_time: 0.0021 memory: 2855 loss: 1.7869 2022/12/07 01:51:26 - mmengine - INFO - Epoch(train) [46][4500/5005] lr: 6.8042e-02 eta: 23:01:11 time: 0.2498 data_time: 0.0019 memory: 2855 loss: 1.6964 2022/12/07 01:51:51 - mmengine - INFO - Epoch(train) [46][4600/5005] lr: 6.8017e-02 eta: 23:00:53 time: 0.2523 data_time: 0.0021 memory: 2855 loss: 1.8308 2022/12/07 01:52:16 - mmengine - INFO - Epoch(train) [46][4700/5005] lr: 6.7993e-02 eta: 23:00:35 time: 0.2489 data_time: 0.0017 memory: 2855 loss: 2.0162 2022/12/07 01:52:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:52:41 - mmengine - INFO - Epoch(train) [46][4800/5005] lr: 6.7969e-02 eta: 23:00:16 time: 0.2468 data_time: 0.0015 memory: 2855 loss: 2.0870 2022/12/07 01:53:03 - mmengine - INFO - Epoch(train) [46][4900/5005] lr: 6.7944e-02 eta: 22:59:54 time: 0.1862 data_time: 0.0045 memory: 2855 loss: 1.7885 2022/12/07 01:53:28 - mmengine - INFO - Epoch(train) [46][5000/5005] lr: 6.7920e-02 eta: 22:59:35 time: 0.2551 data_time: 0.0027 memory: 2855 loss: 1.8495 2022/12/07 01:53:29 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:53:29 - mmengine - INFO - Saving checkpoint at 46 epochs 2022/12/07 01:53:38 - mmengine - INFO - Epoch(val) [46][100/196] eta: 0:00:06 time: 0.0716 data_time: 0.0334 memory: 2855 2022/12/07 01:53:54 - mmengine - INFO - Epoch(val) [46][196/196] accuracy/top1: 63.0340 accuracy/top5: 85.8320 2022/12/07 01:54:19 - mmengine - INFO - Epoch(train) [47][ 100/5005] lr: 6.7894e-02 eta: 22:59:17 time: 0.2453 data_time: 0.0018 memory: 2855 loss: 2.0505 2022/12/07 01:54:44 - mmengine - INFO - Epoch(train) [47][ 200/5005] lr: 6.7870e-02 eta: 22:58:58 time: 0.2512 data_time: 0.0018 memory: 2855 loss: 1.8305 2022/12/07 01:55:09 - mmengine - INFO - Epoch(train) [47][ 300/5005] lr: 6.7845e-02 eta: 22:58:40 time: 0.2460 data_time: 0.0021 memory: 2855 loss: 2.0337 2022/12/07 01:55:34 - mmengine - INFO - Epoch(train) [47][ 400/5005] lr: 6.7821e-02 eta: 22:58:21 time: 0.2495 data_time: 0.0017 memory: 2855 loss: 1.6381 2022/12/07 01:55:59 - mmengine - INFO - Epoch(train) [47][ 500/5005] lr: 6.7796e-02 eta: 22:58:03 time: 0.2435 data_time: 0.0020 memory: 2855 loss: 1.8000 2022/12/07 01:56:24 - mmengine - INFO - Epoch(train) [47][ 600/5005] lr: 6.7772e-02 eta: 22:57:44 time: 0.2490 data_time: 0.0020 memory: 2855 loss: 1.6847 2022/12/07 01:56:49 - mmengine - INFO - Epoch(train) [47][ 700/5005] lr: 6.7748e-02 eta: 22:57:26 time: 0.2448 data_time: 0.0019 memory: 2855 loss: 1.6087 2022/12/07 01:57:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 01:57:13 - mmengine - INFO - Epoch(train) [47][ 800/5005] lr: 6.7723e-02 eta: 22:57:07 time: 0.2478 data_time: 0.0021 memory: 2855 loss: 1.8433 2022/12/07 01:57:38 - mmengine - INFO - Epoch(train) [47][ 900/5005] lr: 6.7699e-02 eta: 22:56:49 time: 0.2434 data_time: 0.0023 memory: 2855 loss: 1.6766 2022/12/07 01:58:03 - mmengine - INFO - Epoch(train) [47][1000/5005] lr: 6.7674e-02 eta: 22:56:30 time: 0.2479 data_time: 0.0021 memory: 2855 loss: 1.7239 2022/12/07 01:58:28 - mmengine - INFO - Epoch(train) [47][1100/5005] lr: 6.7650e-02 eta: 22:56:12 time: 0.2493 data_time: 0.0014 memory: 2855 loss: 1.8462 2022/12/07 01:58:52 - mmengine - INFO - Epoch(train) [47][1200/5005] lr: 6.7625e-02 eta: 22:55:52 time: 0.1817 data_time: 0.0026 memory: 2855 loss: 1.8010 2022/12/07 01:59:15 - mmengine - INFO - Epoch(train) [47][1300/5005] lr: 6.7601e-02 eta: 22:55:30 time: 0.2475 data_time: 0.0023 memory: 2855 loss: 1.8863 2022/12/07 01:59:40 - mmengine - INFO - Epoch(train) [47][1400/5005] lr: 6.7576e-02 eta: 22:55:12 time: 0.2434 data_time: 0.0018 memory: 2855 loss: 1.5548 2022/12/07 02:00:04 - mmengine - INFO - Epoch(train) [47][1500/5005] lr: 6.7552e-02 eta: 22:54:53 time: 0.2504 data_time: 0.0020 memory: 2855 loss: 2.0160 2022/12/07 02:00:29 - mmengine - INFO - Epoch(train) [47][1600/5005] lr: 6.7527e-02 eta: 22:54:35 time: 0.2496 data_time: 0.0022 memory: 2855 loss: 1.7069 2022/12/07 02:00:54 - mmengine - INFO - Epoch(train) [47][1700/5005] lr: 6.7503e-02 eta: 22:54:16 time: 0.2503 data_time: 0.0019 memory: 2855 loss: 1.5939 2022/12/07 02:01:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:01:19 - mmengine - INFO - Epoch(train) [47][1800/5005] lr: 6.7478e-02 eta: 22:53:58 time: 0.2424 data_time: 0.0017 memory: 2855 loss: 1.9591 2022/12/07 02:01:44 - mmengine - INFO - Epoch(train) [47][1900/5005] lr: 6.7454e-02 eta: 22:53:39 time: 0.2470 data_time: 0.0021 memory: 2855 loss: 1.8555 2022/12/07 02:02:09 - mmengine - INFO - Epoch(train) [47][2000/5005] lr: 6.7429e-02 eta: 22:53:21 time: 0.2465 data_time: 0.0018 memory: 2855 loss: 1.9845 2022/12/07 02:02:34 - mmengine - INFO - Epoch(train) [47][2100/5005] lr: 6.7405e-02 eta: 22:53:02 time: 0.2508 data_time: 0.0019 memory: 2855 loss: 1.8488 2022/12/07 02:02:59 - mmengine - INFO - Epoch(train) [47][2200/5005] lr: 6.7380e-02 eta: 22:52:44 time: 0.2476 data_time: 0.0019 memory: 2855 loss: 1.9146 2022/12/07 02:03:24 - mmengine - INFO - Epoch(train) [47][2300/5005] lr: 6.7356e-02 eta: 22:52:25 time: 0.2484 data_time: 0.0020 memory: 2855 loss: 1.6924 2022/12/07 02:03:48 - mmengine - INFO - Epoch(train) [47][2400/5005] lr: 6.7331e-02 eta: 22:52:06 time: 0.2471 data_time: 0.0021 memory: 2855 loss: 1.9237 2022/12/07 02:04:13 - mmengine - INFO - Epoch(train) [47][2500/5005] lr: 6.7307e-02 eta: 22:51:48 time: 0.2419 data_time: 0.0021 memory: 2855 loss: 1.7039 2022/12/07 02:04:38 - mmengine - INFO - Epoch(train) [47][2600/5005] lr: 6.7282e-02 eta: 22:51:29 time: 0.2450 data_time: 0.0014 memory: 2855 loss: 2.0847 2022/12/07 02:04:59 - mmengine - INFO - Epoch(train) [47][2700/5005] lr: 6.7258e-02 eta: 22:51:05 time: 0.2816 data_time: 0.0039 memory: 2855 loss: 1.8051 2022/12/07 02:05:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:05:25 - mmengine - INFO - Epoch(train) [47][2800/5005] lr: 6.7233e-02 eta: 22:50:48 time: 0.2463 data_time: 0.0017 memory: 2855 loss: 1.8650 2022/12/07 02:05:50 - mmengine - INFO - Epoch(train) [47][2900/5005] lr: 6.7209e-02 eta: 22:50:29 time: 0.2517 data_time: 0.0018 memory: 2855 loss: 1.8337 2022/12/07 02:06:15 - mmengine - INFO - Epoch(train) [47][3000/5005] lr: 6.7184e-02 eta: 22:50:10 time: 0.2486 data_time: 0.0022 memory: 2855 loss: 2.0623 2022/12/07 02:06:40 - mmengine - INFO - Epoch(train) [47][3100/5005] lr: 6.7159e-02 eta: 22:49:52 time: 0.2422 data_time: 0.0018 memory: 2855 loss: 1.7388 2022/12/07 02:07:04 - mmengine - INFO - Epoch(train) [47][3200/5005] lr: 6.7135e-02 eta: 22:49:33 time: 0.2509 data_time: 0.0019 memory: 2855 loss: 1.7333 2022/12/07 02:07:29 - mmengine - INFO - Epoch(train) [47][3300/5005] lr: 6.7110e-02 eta: 22:49:15 time: 0.2513 data_time: 0.0022 memory: 2855 loss: 1.7616 2022/12/07 02:07:54 - mmengine - INFO - Epoch(train) [47][3400/5005] lr: 6.7086e-02 eta: 22:48:56 time: 0.2515 data_time: 0.0020 memory: 2855 loss: 1.7103 2022/12/07 02:08:19 - mmengine - INFO - Epoch(train) [47][3500/5005] lr: 6.7061e-02 eta: 22:48:38 time: 0.2478 data_time: 0.0024 memory: 2855 loss: 1.8760 2022/12/07 02:08:44 - mmengine - INFO - Epoch(train) [47][3600/5005] lr: 6.7037e-02 eta: 22:48:19 time: 0.2457 data_time: 0.0022 memory: 2855 loss: 1.8437 2022/12/07 02:09:09 - mmengine - INFO - Epoch(train) [47][3700/5005] lr: 6.7012e-02 eta: 22:48:00 time: 0.2510 data_time: 0.0020 memory: 2855 loss: 1.7736 2022/12/07 02:09:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:09:34 - mmengine - INFO - Epoch(train) [47][3800/5005] lr: 6.6987e-02 eta: 22:47:41 time: 0.2447 data_time: 0.0017 memory: 2855 loss: 1.7723 2022/12/07 02:09:58 - mmengine - INFO - Epoch(train) [47][3900/5005] lr: 6.6963e-02 eta: 22:47:23 time: 0.2516 data_time: 0.0021 memory: 2855 loss: 1.7480 2022/12/07 02:10:23 - mmengine - INFO - Epoch(train) [47][4000/5005] lr: 6.6938e-02 eta: 22:47:04 time: 0.2518 data_time: 0.0014 memory: 2855 loss: 1.7871 2022/12/07 02:10:48 - mmengine - INFO - Epoch(train) [47][4100/5005] lr: 6.6914e-02 eta: 22:46:45 time: 0.2193 data_time: 0.0016 memory: 2855 loss: 1.8000 2022/12/07 02:11:10 - mmengine - INFO - Epoch(train) [47][4200/5005] lr: 6.6889e-02 eta: 22:46:22 time: 0.2441 data_time: 0.0020 memory: 2855 loss: 1.9576 2022/12/07 02:11:35 - mmengine - INFO - Epoch(train) [47][4300/5005] lr: 6.6864e-02 eta: 22:46:04 time: 0.2543 data_time: 0.0018 memory: 2855 loss: 1.8542 2022/12/07 02:12:00 - mmengine - INFO - Epoch(train) [47][4400/5005] lr: 6.6840e-02 eta: 22:45:45 time: 0.2493 data_time: 0.0017 memory: 2855 loss: 2.0779 2022/12/07 02:12:25 - mmengine - INFO - Epoch(train) [47][4500/5005] lr: 6.6815e-02 eta: 22:45:26 time: 0.2447 data_time: 0.0021 memory: 2855 loss: 1.9497 2022/12/07 02:12:50 - mmengine - INFO - Epoch(train) [47][4600/5005] lr: 6.6790e-02 eta: 22:45:08 time: 0.2496 data_time: 0.0018 memory: 2855 loss: 1.7737 2022/12/07 02:13:14 - mmengine - INFO - Epoch(train) [47][4700/5005] lr: 6.6766e-02 eta: 22:44:49 time: 0.2433 data_time: 0.0019 memory: 2855 loss: 1.8976 2022/12/07 02:13:32 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:13:39 - mmengine - INFO - Epoch(train) [47][4800/5005] lr: 6.6741e-02 eta: 22:44:30 time: 0.2394 data_time: 0.0020 memory: 2855 loss: 1.7546 2022/12/07 02:14:04 - mmengine - INFO - Epoch(train) [47][4900/5005] lr: 6.6716e-02 eta: 22:44:12 time: 0.2500 data_time: 0.0022 memory: 2855 loss: 1.8452 2022/12/07 02:14:29 - mmengine - INFO - Epoch(train) [47][5000/5005] lr: 6.6692e-02 eta: 22:43:53 time: 0.2574 data_time: 0.0027 memory: 2855 loss: 1.8548 2022/12/07 02:14:30 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:14:30 - mmengine - INFO - Saving checkpoint at 47 epochs 2022/12/07 02:14:39 - mmengine - INFO - Epoch(val) [47][100/196] eta: 0:00:06 time: 0.0572 data_time: 0.0202 memory: 2855 2022/12/07 02:14:55 - mmengine - INFO - Epoch(val) [47][196/196] accuracy/top1: 63.4840 accuracy/top5: 85.8640 2022/12/07 02:15:21 - mmengine - INFO - Epoch(train) [48][ 100/5005] lr: 6.6666e-02 eta: 22:43:34 time: 0.2471 data_time: 0.0020 memory: 2855 loss: 1.6072 2022/12/07 02:15:46 - mmengine - INFO - Epoch(train) [48][ 200/5005] lr: 6.6641e-02 eta: 22:43:16 time: 0.2521 data_time: 0.0020 memory: 2855 loss: 1.8881 2022/12/07 02:16:10 - mmengine - INFO - Epoch(train) [48][ 300/5005] lr: 6.6617e-02 eta: 22:42:57 time: 0.2501 data_time: 0.0015 memory: 2855 loss: 1.6428 2022/12/07 02:16:35 - mmengine - INFO - Epoch(train) [48][ 400/5005] lr: 6.6592e-02 eta: 22:42:38 time: 0.2506 data_time: 0.0014 memory: 2855 loss: 1.7446 2022/12/07 02:16:58 - mmengine - INFO - Epoch(train) [48][ 500/5005] lr: 6.6567e-02 eta: 22:42:15 time: 0.2672 data_time: 0.0032 memory: 2855 loss: 2.0716 2022/12/07 02:17:22 - mmengine - INFO - Epoch(train) [48][ 600/5005] lr: 6.6543e-02 eta: 22:41:57 time: 0.2492 data_time: 0.0017 memory: 2855 loss: 1.8580 2022/12/07 02:17:47 - mmengine - INFO - Epoch(train) [48][ 700/5005] lr: 6.6518e-02 eta: 22:41:38 time: 0.2440 data_time: 0.0018 memory: 2855 loss: 1.8437 2022/12/07 02:18:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:18:12 - mmengine - INFO - Epoch(train) [48][ 800/5005] lr: 6.6493e-02 eta: 22:41:19 time: 0.2509 data_time: 0.0019 memory: 2855 loss: 1.7549 2022/12/07 02:18:37 - mmengine - INFO - Epoch(train) [48][ 900/5005] lr: 6.6469e-02 eta: 22:41:00 time: 0.2492 data_time: 0.0022 memory: 2855 loss: 1.7611 2022/12/07 02:19:02 - mmengine - INFO - Epoch(train) [48][1000/5005] lr: 6.6444e-02 eta: 22:40:42 time: 0.2547 data_time: 0.0022 memory: 2855 loss: 1.6436 2022/12/07 02:19:27 - mmengine - INFO - Epoch(train) [48][1100/5005] lr: 6.6419e-02 eta: 22:40:23 time: 0.2418 data_time: 0.0020 memory: 2855 loss: 1.5801 2022/12/07 02:19:52 - mmengine - INFO - Epoch(train) [48][1200/5005] lr: 6.6394e-02 eta: 22:40:04 time: 0.2502 data_time: 0.0021 memory: 2855 loss: 1.8758 2022/12/07 02:20:16 - mmengine - INFO - Epoch(train) [48][1300/5005] lr: 6.6370e-02 eta: 22:39:45 time: 0.2421 data_time: 0.0016 memory: 2855 loss: 1.8352 2022/12/07 02:20:41 - mmengine - INFO - Epoch(train) [48][1400/5005] lr: 6.6345e-02 eta: 22:39:27 time: 0.2476 data_time: 0.0020 memory: 2855 loss: 1.6634 2022/12/07 02:21:06 - mmengine - INFO - Epoch(train) [48][1500/5005] lr: 6.6320e-02 eta: 22:39:08 time: 0.2415 data_time: 0.0020 memory: 2855 loss: 1.7802 2022/12/07 02:21:31 - mmengine - INFO - Epoch(train) [48][1600/5005] lr: 6.6296e-02 eta: 22:38:49 time: 0.2410 data_time: 0.0022 memory: 2855 loss: 1.9330 2022/12/07 02:21:56 - mmengine - INFO - Epoch(train) [48][1700/5005] lr: 6.6271e-02 eta: 22:38:30 time: 0.2485 data_time: 0.0019 memory: 2855 loss: 1.7848 2022/12/07 02:22:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:22:21 - mmengine - INFO - Epoch(train) [48][1800/5005] lr: 6.6246e-02 eta: 22:38:12 time: 0.2490 data_time: 0.0015 memory: 2855 loss: 1.7321 2022/12/07 02:22:43 - mmengine - INFO - Epoch(train) [48][1900/5005] lr: 6.6221e-02 eta: 22:37:48 time: 0.1812 data_time: 0.0061 memory: 2855 loss: 1.9484 2022/12/07 02:23:08 - mmengine - INFO - Epoch(train) [48][2000/5005] lr: 6.6197e-02 eta: 22:37:31 time: 0.2420 data_time: 0.0017 memory: 2855 loss: 1.7672 2022/12/07 02:23:33 - mmengine - INFO - Epoch(train) [48][2100/5005] lr: 6.6172e-02 eta: 22:37:12 time: 0.2424 data_time: 0.0022 memory: 2855 loss: 1.9098 2022/12/07 02:23:58 - mmengine - INFO - Epoch(train) [48][2200/5005] lr: 6.6147e-02 eta: 22:36:53 time: 0.2498 data_time: 0.0022 memory: 2855 loss: 1.7732 2022/12/07 02:24:23 - mmengine - INFO - Epoch(train) [48][2300/5005] lr: 6.6122e-02 eta: 22:36:35 time: 0.2511 data_time: 0.0022 memory: 2855 loss: 1.8226 2022/12/07 02:24:48 - mmengine - INFO - Epoch(train) [48][2400/5005] lr: 6.6098e-02 eta: 22:36:16 time: 0.2390 data_time: 0.0024 memory: 2855 loss: 1.8343 2022/12/07 02:25:13 - mmengine - INFO - Epoch(train) [48][2500/5005] lr: 6.6073e-02 eta: 22:35:57 time: 0.2469 data_time: 0.0022 memory: 2855 loss: 1.8094 2022/12/07 02:25:38 - mmengine - INFO - Epoch(train) [48][2600/5005] lr: 6.6048e-02 eta: 22:35:38 time: 0.2418 data_time: 0.0019 memory: 2855 loss: 1.7915 2022/12/07 02:26:03 - mmengine - INFO - Epoch(train) [48][2700/5005] lr: 6.6023e-02 eta: 22:35:20 time: 0.2582 data_time: 0.0020 memory: 2855 loss: 1.7602 2022/12/07 02:26:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:26:28 - mmengine - INFO - Epoch(train) [48][2800/5005] lr: 6.5999e-02 eta: 22:35:01 time: 0.2511 data_time: 0.0017 memory: 2855 loss: 1.8487 2022/12/07 02:26:53 - mmengine - INFO - Epoch(train) [48][2900/5005] lr: 6.5974e-02 eta: 22:34:42 time: 0.2469 data_time: 0.0019 memory: 2855 loss: 1.7627 2022/12/07 02:27:18 - mmengine - INFO - Epoch(train) [48][3000/5005] lr: 6.5949e-02 eta: 22:34:23 time: 0.2498 data_time: 0.0022 memory: 2855 loss: 1.4114 2022/12/07 02:27:43 - mmengine - INFO - Epoch(train) [48][3100/5005] lr: 6.5924e-02 eta: 22:34:05 time: 0.2484 data_time: 0.0020 memory: 2855 loss: 1.7458 2022/12/07 02:28:07 - mmengine - INFO - Epoch(train) [48][3200/5005] lr: 6.5899e-02 eta: 22:33:46 time: 0.2515 data_time: 0.0015 memory: 2855 loss: 1.6932 2022/12/07 02:28:32 - mmengine - INFO - Epoch(train) [48][3300/5005] lr: 6.5875e-02 eta: 22:33:27 time: 0.2470 data_time: 0.0014 memory: 2855 loss: 1.6665 2022/12/07 02:28:55 - mmengine - INFO - Epoch(train) [48][3400/5005] lr: 6.5850e-02 eta: 22:33:04 time: 0.2522 data_time: 0.0024 memory: 2855 loss: 1.8040 2022/12/07 02:29:19 - mmengine - INFO - Epoch(train) [48][3500/5005] lr: 6.5825e-02 eta: 22:32:45 time: 0.2501 data_time: 0.0017 memory: 2855 loss: 1.6768 2022/12/07 02:29:44 - mmengine - INFO - Epoch(train) [48][3600/5005] lr: 6.5800e-02 eta: 22:32:26 time: 0.2411 data_time: 0.0017 memory: 2855 loss: 1.9466 2022/12/07 02:30:09 - mmengine - INFO - Epoch(train) [48][3700/5005] lr: 6.5775e-02 eta: 22:32:07 time: 0.2532 data_time: 0.0018 memory: 2855 loss: 1.5575 2022/12/07 02:30:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:30:34 - mmengine - INFO - Epoch(train) [48][3800/5005] lr: 6.5751e-02 eta: 22:31:48 time: 0.2466 data_time: 0.0020 memory: 2855 loss: 1.8564 2022/12/07 02:30:59 - mmengine - INFO - Epoch(train) [48][3900/5005] lr: 6.5726e-02 eta: 22:31:30 time: 0.2602 data_time: 0.0018 memory: 2855 loss: 1.7305 2022/12/07 02:31:24 - mmengine - INFO - Epoch(train) [48][4000/5005] lr: 6.5701e-02 eta: 22:31:11 time: 0.2501 data_time: 0.0024 memory: 2855 loss: 1.7805 2022/12/07 02:31:49 - mmengine - INFO - Epoch(train) [48][4100/5005] lr: 6.5676e-02 eta: 22:30:52 time: 0.2473 data_time: 0.0018 memory: 2855 loss: 1.8550 2022/12/07 02:32:13 - mmengine - INFO - Epoch(train) [48][4200/5005] lr: 6.5651e-02 eta: 22:30:33 time: 0.2502 data_time: 0.0020 memory: 2855 loss: 1.8359 2022/12/07 02:32:38 - mmengine - INFO - Epoch(train) [48][4300/5005] lr: 6.5626e-02 eta: 22:30:14 time: 0.2484 data_time: 0.0021 memory: 2855 loss: 1.8532 2022/12/07 02:33:03 - mmengine - INFO - Epoch(train) [48][4400/5005] lr: 6.5602e-02 eta: 22:29:55 time: 0.2511 data_time: 0.0018 memory: 2855 loss: 1.8233 2022/12/07 02:33:28 - mmengine - INFO - Epoch(train) [48][4500/5005] lr: 6.5577e-02 eta: 22:29:36 time: 0.2416 data_time: 0.0020 memory: 2855 loss: 1.8880 2022/12/07 02:33:53 - mmengine - INFO - Epoch(train) [48][4600/5005] lr: 6.5552e-02 eta: 22:29:17 time: 0.2483 data_time: 0.0017 memory: 2855 loss: 1.7631 2022/12/07 02:34:18 - mmengine - INFO - Epoch(train) [48][4700/5005] lr: 6.5527e-02 eta: 22:28:58 time: 0.2514 data_time: 0.0014 memory: 2855 loss: 1.7801 2022/12/07 02:34:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:34:39 - mmengine - INFO - Epoch(train) [48][4800/5005] lr: 6.5502e-02 eta: 22:28:34 time: 0.2191 data_time: 0.0271 memory: 2855 loss: 1.7332 2022/12/07 02:35:05 - mmengine - INFO - Epoch(train) [48][4900/5005] lr: 6.5477e-02 eta: 22:28:16 time: 0.2527 data_time: 0.0016 memory: 2855 loss: 1.7884 2022/12/07 02:35:30 - mmengine - INFO - Epoch(train) [48][5000/5005] lr: 6.5452e-02 eta: 22:27:58 time: 0.2622 data_time: 0.0031 memory: 2855 loss: 1.7739 2022/12/07 02:35:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:35:31 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/12/07 02:35:40 - mmengine - INFO - Epoch(val) [48][100/196] eta: 0:00:06 time: 0.0719 data_time: 0.0289 memory: 2855 2022/12/07 02:35:56 - mmengine - INFO - Epoch(val) [48][196/196] accuracy/top1: 63.3940 accuracy/top5: 85.6060 2022/12/07 02:36:21 - mmengine - INFO - Epoch(train) [49][ 100/5005] lr: 6.5426e-02 eta: 22:27:38 time: 0.2494 data_time: 0.0020 memory: 2855 loss: 1.9564 2022/12/07 02:36:46 - mmengine - INFO - Epoch(train) [49][ 200/5005] lr: 6.5401e-02 eta: 22:27:19 time: 0.2479 data_time: 0.0020 memory: 2855 loss: 1.7374 2022/12/07 02:37:11 - mmengine - INFO - Epoch(train) [49][ 300/5005] lr: 6.5376e-02 eta: 22:27:00 time: 0.2510 data_time: 0.0019 memory: 2855 loss: 1.7127 2022/12/07 02:37:36 - mmengine - INFO - Epoch(train) [49][ 400/5005] lr: 6.5352e-02 eta: 22:26:42 time: 0.2449 data_time: 0.0021 memory: 2855 loss: 1.8197 2022/12/07 02:38:01 - mmengine - INFO - Epoch(train) [49][ 500/5005] lr: 6.5327e-02 eta: 22:26:23 time: 0.2462 data_time: 0.0021 memory: 2855 loss: 1.6063 2022/12/07 02:38:26 - mmengine - INFO - Epoch(train) [49][ 600/5005] lr: 6.5302e-02 eta: 22:26:04 time: 0.2492 data_time: 0.0021 memory: 2855 loss: 1.7211 2022/12/07 02:38:51 - mmengine - INFO - Epoch(train) [49][ 700/5005] lr: 6.5277e-02 eta: 22:25:45 time: 0.2388 data_time: 0.0021 memory: 2855 loss: 1.8295 2022/12/07 02:39:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:39:15 - mmengine - INFO - Epoch(train) [49][ 800/5005] lr: 6.5252e-02 eta: 22:25:26 time: 0.2491 data_time: 0.0018 memory: 2855 loss: 1.8682 2022/12/07 02:39:40 - mmengine - INFO - Epoch(train) [49][ 900/5005] lr: 6.5227e-02 eta: 22:25:07 time: 0.2512 data_time: 0.0019 memory: 2855 loss: 1.7313 2022/12/07 02:40:05 - mmengine - INFO - Epoch(train) [49][1000/5005] lr: 6.5202e-02 eta: 22:24:48 time: 0.2524 data_time: 0.0015 memory: 2855 loss: 1.8739 2022/12/07 02:40:27 - mmengine - INFO - Epoch(train) [49][1100/5005] lr: 6.5177e-02 eta: 22:24:25 time: 0.1684 data_time: 0.0083 memory: 2855 loss: 1.5938 2022/12/07 02:40:52 - mmengine - INFO - Epoch(train) [49][1200/5005] lr: 6.5152e-02 eta: 22:24:06 time: 0.2594 data_time: 0.0021 memory: 2855 loss: 1.7376 2022/12/07 02:41:17 - mmengine - INFO - Epoch(train) [49][1300/5005] lr: 6.5127e-02 eta: 22:23:47 time: 0.2509 data_time: 0.0017 memory: 2855 loss: 1.6899 2022/12/07 02:41:42 - mmengine - INFO - Epoch(train) [49][1400/5005] lr: 6.5102e-02 eta: 22:23:28 time: 0.2515 data_time: 0.0020 memory: 2855 loss: 1.7948 2022/12/07 02:42:07 - mmengine - INFO - Epoch(train) [49][1500/5005] lr: 6.5078e-02 eta: 22:23:09 time: 0.2429 data_time: 0.0021 memory: 2855 loss: 1.6285 2022/12/07 02:42:32 - mmengine - INFO - Epoch(train) [49][1600/5005] lr: 6.5053e-02 eta: 22:22:50 time: 0.2515 data_time: 0.0019 memory: 2855 loss: 1.7904 2022/12/07 02:42:57 - mmengine - INFO - Epoch(train) [49][1700/5005] lr: 6.5028e-02 eta: 22:22:31 time: 0.2492 data_time: 0.0019 memory: 2855 loss: 1.7782 2022/12/07 02:43:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:43:21 - mmengine - INFO - Epoch(train) [49][1800/5005] lr: 6.5003e-02 eta: 22:22:12 time: 0.2433 data_time: 0.0022 memory: 2855 loss: 1.7582 2022/12/07 02:43:46 - mmengine - INFO - Epoch(train) [49][1900/5005] lr: 6.4978e-02 eta: 22:21:53 time: 0.2494 data_time: 0.0021 memory: 2855 loss: 1.8719 2022/12/07 02:44:11 - mmengine - INFO - Epoch(train) [49][2000/5005] lr: 6.4953e-02 eta: 22:21:34 time: 0.2528 data_time: 0.0021 memory: 2855 loss: 1.7326 2022/12/07 02:44:36 - mmengine - INFO - Epoch(train) [49][2100/5005] lr: 6.4928e-02 eta: 22:21:15 time: 0.2412 data_time: 0.0020 memory: 2855 loss: 1.7960 2022/12/07 02:45:01 - mmengine - INFO - Epoch(train) [49][2200/5005] lr: 6.4903e-02 eta: 22:20:56 time: 0.2484 data_time: 0.0021 memory: 2855 loss: 1.7169 2022/12/07 02:45:26 - mmengine - INFO - Epoch(train) [49][2300/5005] lr: 6.4878e-02 eta: 22:20:37 time: 0.2506 data_time: 0.0022 memory: 2855 loss: 1.7490 2022/12/07 02:45:51 - mmengine - INFO - Epoch(train) [49][2400/5005] lr: 6.4853e-02 eta: 22:20:18 time: 0.2513 data_time: 0.0015 memory: 2855 loss: 1.7840 2022/12/07 02:46:16 - mmengine - INFO - Epoch(train) [49][2500/5005] lr: 6.4828e-02 eta: 22:20:00 time: 0.2481 data_time: 0.0015 memory: 2855 loss: 1.7468 2022/12/07 02:46:38 - mmengine - INFO - Epoch(train) [49][2600/5005] lr: 6.4803e-02 eta: 22:19:36 time: 0.2609 data_time: 0.0098 memory: 2855 loss: 1.9542 2022/12/07 02:47:03 - mmengine - INFO - Epoch(train) [49][2700/5005] lr: 6.4778e-02 eta: 22:19:17 time: 0.2634 data_time: 0.0019 memory: 2855 loss: 1.8749 2022/12/07 02:47:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:47:28 - mmengine - INFO - Epoch(train) [49][2800/5005] lr: 6.4753e-02 eta: 22:18:58 time: 0.2466 data_time: 0.0021 memory: 2855 loss: 1.7298 2022/12/07 02:47:53 - mmengine - INFO - Epoch(train) [49][2900/5005] lr: 6.4728e-02 eta: 22:18:39 time: 0.2387 data_time: 0.0020 memory: 2855 loss: 1.8651 2022/12/07 02:48:18 - mmengine - INFO - Epoch(train) [49][3000/5005] lr: 6.4703e-02 eta: 22:18:20 time: 0.2475 data_time: 0.0025 memory: 2855 loss: 1.5652 2022/12/07 02:48:43 - mmengine - INFO - Epoch(train) [49][3100/5005] lr: 6.4678e-02 eta: 22:18:01 time: 0.2445 data_time: 0.0020 memory: 2855 loss: 1.6816 2022/12/07 02:49:07 - mmengine - INFO - Epoch(train) [49][3200/5005] lr: 6.4653e-02 eta: 22:17:42 time: 0.2526 data_time: 0.0022 memory: 2855 loss: 1.7311 2022/12/07 02:49:32 - mmengine - INFO - Epoch(train) [49][3300/5005] lr: 6.4628e-02 eta: 22:17:23 time: 0.2506 data_time: 0.0023 memory: 2855 loss: 1.7064 2022/12/07 02:49:57 - mmengine - INFO - Epoch(train) [49][3400/5005] lr: 6.4603e-02 eta: 22:17:04 time: 0.2364 data_time: 0.0021 memory: 2855 loss: 1.7403 2022/12/07 02:50:22 - mmengine - INFO - Epoch(train) [49][3500/5005] lr: 6.4578e-02 eta: 22:16:45 time: 0.2487 data_time: 0.0018 memory: 2855 loss: 1.9354 2022/12/07 02:50:47 - mmengine - INFO - Epoch(train) [49][3600/5005] lr: 6.4553e-02 eta: 22:16:26 time: 0.2412 data_time: 0.0018 memory: 2855 loss: 1.7068 2022/12/07 02:51:12 - mmengine - INFO - Epoch(train) [49][3700/5005] lr: 6.4528e-02 eta: 22:16:07 time: 0.2515 data_time: 0.0018 memory: 2855 loss: 1.6827 2022/12/07 02:51:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:51:37 - mmengine - INFO - Epoch(train) [49][3800/5005] lr: 6.4503e-02 eta: 22:15:48 time: 0.2468 data_time: 0.0021 memory: 2855 loss: 1.8027 2022/12/07 02:52:02 - mmengine - INFO - Epoch(train) [49][3900/5005] lr: 6.4478e-02 eta: 22:15:29 time: 0.2466 data_time: 0.0015 memory: 2855 loss: 1.8598 2022/12/07 02:52:23 - mmengine - INFO - Epoch(train) [49][4000/5005] lr: 6.4453e-02 eta: 22:15:05 time: 0.1621 data_time: 0.0059 memory: 2855 loss: 1.7542 2022/12/07 02:52:49 - mmengine - INFO - Epoch(train) [49][4100/5005] lr: 6.4428e-02 eta: 22:14:46 time: 0.2460 data_time: 0.0016 memory: 2855 loss: 1.6112 2022/12/07 02:53:13 - mmengine - INFO - Epoch(train) [49][4200/5005] lr: 6.4403e-02 eta: 22:14:27 time: 0.2475 data_time: 0.0017 memory: 2855 loss: 1.7620 2022/12/07 02:53:38 - mmengine - INFO - Epoch(train) [49][4300/5005] lr: 6.4378e-02 eta: 22:14:08 time: 0.2468 data_time: 0.0020 memory: 2855 loss: 1.7330 2022/12/07 02:54:03 - mmengine - INFO - Epoch(train) [49][4400/5005] lr: 6.4353e-02 eta: 22:13:49 time: 0.2448 data_time: 0.0021 memory: 2855 loss: 2.0022 2022/12/07 02:54:28 - mmengine - INFO - Epoch(train) [49][4500/5005] lr: 6.4328e-02 eta: 22:13:30 time: 0.2433 data_time: 0.0020 memory: 2855 loss: 1.8034 2022/12/07 02:54:53 - mmengine - INFO - Epoch(train) [49][4600/5005] lr: 6.4303e-02 eta: 22:13:11 time: 0.2513 data_time: 0.0019 memory: 2855 loss: 1.8182 2022/12/07 02:55:18 - mmengine - INFO - Epoch(train) [49][4700/5005] lr: 6.4277e-02 eta: 22:12:51 time: 0.2417 data_time: 0.0020 memory: 2855 loss: 1.6876 2022/12/07 02:55:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:55:43 - mmengine - INFO - Epoch(train) [49][4800/5005] lr: 6.4252e-02 eta: 22:12:32 time: 0.2507 data_time: 0.0021 memory: 2855 loss: 1.8110 2022/12/07 02:56:08 - mmengine - INFO - Epoch(train) [49][4900/5005] lr: 6.4227e-02 eta: 22:12:13 time: 0.2488 data_time: 0.0019 memory: 2855 loss: 1.8192 2022/12/07 02:56:33 - mmengine - INFO - Epoch(train) [49][5000/5005] lr: 6.4202e-02 eta: 22:11:54 time: 0.2495 data_time: 0.0033 memory: 2855 loss: 1.9075 2022/12/07 02:56:34 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 02:56:34 - mmengine - INFO - Saving checkpoint at 49 epochs 2022/12/07 02:56:43 - mmengine - INFO - Epoch(val) [49][100/196] eta: 0:00:06 time: 0.0682 data_time: 0.0241 memory: 2855 2022/12/07 02:56:59 - mmengine - INFO - Epoch(val) [49][196/196] accuracy/top1: 62.9100 accuracy/top5: 85.3560 2022/12/07 02:57:24 - mmengine - INFO - Epoch(train) [50][ 100/5005] lr: 6.4176e-02 eta: 22:11:35 time: 0.2572 data_time: 0.0019 memory: 2855 loss: 1.6675 2022/12/07 02:57:49 - mmengine - INFO - Epoch(train) [50][ 200/5005] lr: 6.4151e-02 eta: 22:11:16 time: 0.2519 data_time: 0.0015 memory: 2855 loss: 1.6834 2022/12/07 02:58:12 - mmengine - INFO - Epoch(train) [50][ 300/5005] lr: 6.4126e-02 eta: 22:10:53 time: 0.1789 data_time: 0.0055 memory: 2855 loss: 1.6278 2022/12/07 02:58:36 - mmengine - INFO - Epoch(train) [50][ 400/5005] lr: 6.4101e-02 eta: 22:10:33 time: 0.2512 data_time: 0.0018 memory: 2855 loss: 1.7030 2022/12/07 02:59:01 - mmengine - INFO - Epoch(train) [50][ 500/5005] lr: 6.4076e-02 eta: 22:10:14 time: 0.2443 data_time: 0.0017 memory: 2855 loss: 1.7811 2022/12/07 02:59:26 - mmengine - INFO - Epoch(train) [50][ 600/5005] lr: 6.4050e-02 eta: 22:09:55 time: 0.2451 data_time: 0.0019 memory: 2855 loss: 1.8706 2022/12/07 02:59:51 - mmengine - INFO - Epoch(train) [50][ 700/5005] lr: 6.4025e-02 eta: 22:09:36 time: 0.2482 data_time: 0.0018 memory: 2855 loss: 1.8954 2022/12/07 03:00:04 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:00:16 - mmengine - INFO - Epoch(train) [50][ 800/5005] lr: 6.4000e-02 eta: 22:09:17 time: 0.2513 data_time: 0.0021 memory: 2855 loss: 1.7675 2022/12/07 03:00:41 - mmengine - INFO - Epoch(train) [50][ 900/5005] lr: 6.3975e-02 eta: 22:08:58 time: 0.2483 data_time: 0.0019 memory: 2855 loss: 1.7558 2022/12/07 03:01:05 - mmengine - INFO - Epoch(train) [50][1000/5005] lr: 6.3950e-02 eta: 22:08:38 time: 0.2470 data_time: 0.0021 memory: 2855 loss: 1.7439 2022/12/07 03:01:30 - mmengine - INFO - Epoch(train) [50][1100/5005] lr: 6.3925e-02 eta: 22:08:19 time: 0.2509 data_time: 0.0022 memory: 2855 loss: 1.7816 2022/12/07 03:01:55 - mmengine - INFO - Epoch(train) [50][1200/5005] lr: 6.3900e-02 eta: 22:08:00 time: 0.2400 data_time: 0.0019 memory: 2855 loss: 1.7569 2022/12/07 03:02:20 - mmengine - INFO - Epoch(train) [50][1300/5005] lr: 6.3875e-02 eta: 22:07:41 time: 0.2502 data_time: 0.0019 memory: 2855 loss: 1.5394 2022/12/07 03:02:45 - mmengine - INFO - Epoch(train) [50][1400/5005] lr: 6.3850e-02 eta: 22:07:21 time: 0.2482 data_time: 0.0022 memory: 2855 loss: 1.7591 2022/12/07 03:03:10 - mmengine - INFO - Epoch(train) [50][1500/5005] lr: 6.3824e-02 eta: 22:07:02 time: 0.2460 data_time: 0.0020 memory: 2855 loss: 1.9150 2022/12/07 03:03:35 - mmengine - INFO - Epoch(train) [50][1600/5005] lr: 6.3799e-02 eta: 22:06:43 time: 0.2522 data_time: 0.0014 memory: 2855 loss: 1.8502 2022/12/07 03:04:00 - mmengine - INFO - Epoch(train) [50][1700/5005] lr: 6.3774e-02 eta: 22:06:24 time: 0.2433 data_time: 0.0019 memory: 2855 loss: 1.9160 2022/12/07 03:04:10 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:04:21 - mmengine - INFO - Epoch(train) [50][1800/5005] lr: 6.3749e-02 eta: 22:06:00 time: 0.2364 data_time: 0.0039 memory: 2855 loss: 1.7567 2022/12/07 03:04:46 - mmengine - INFO - Epoch(train) [50][1900/5005] lr: 6.3724e-02 eta: 22:05:41 time: 0.2439 data_time: 0.0018 memory: 2855 loss: 1.6866 2022/12/07 03:05:11 - mmengine - INFO - Epoch(train) [50][2000/5005] lr: 6.3699e-02 eta: 22:05:22 time: 0.2523 data_time: 0.0018 memory: 2855 loss: 1.7193 2022/12/07 03:05:36 - mmengine - INFO - Epoch(train) [50][2100/5005] lr: 6.3674e-02 eta: 22:05:03 time: 0.2521 data_time: 0.0022 memory: 2855 loss: 1.7959 2022/12/07 03:06:01 - mmengine - INFO - Epoch(train) [50][2200/5005] lr: 6.3648e-02 eta: 22:04:43 time: 0.2491 data_time: 0.0019 memory: 2855 loss: 1.9010 2022/12/07 03:06:26 - mmengine - INFO - Epoch(train) [50][2300/5005] lr: 6.3623e-02 eta: 22:04:24 time: 0.2615 data_time: 0.0020 memory: 2855 loss: 1.5162 2022/12/07 03:06:51 - mmengine - INFO - Epoch(train) [50][2400/5005] lr: 6.3598e-02 eta: 22:04:05 time: 0.2499 data_time: 0.0020 memory: 2855 loss: 1.5569 2022/12/07 03:07:16 - mmengine - INFO - Epoch(train) [50][2500/5005] lr: 6.3573e-02 eta: 22:03:46 time: 0.2493 data_time: 0.0022 memory: 2855 loss: 1.6144 2022/12/07 03:07:41 - mmengine - INFO - Epoch(train) [50][2600/5005] lr: 6.3548e-02 eta: 22:03:27 time: 0.2491 data_time: 0.0020 memory: 2855 loss: 1.9423 2022/12/07 03:08:06 - mmengine - INFO - Epoch(train) [50][2700/5005] lr: 6.3523e-02 eta: 22:03:07 time: 0.2449 data_time: 0.0018 memory: 2855 loss: 1.7810 2022/12/07 03:08:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:08:31 - mmengine - INFO - Epoch(train) [50][2800/5005] lr: 6.3497e-02 eta: 22:02:48 time: 0.2514 data_time: 0.0020 memory: 2855 loss: 1.9383 2022/12/07 03:08:56 - mmengine - INFO - Epoch(train) [50][2900/5005] lr: 6.3472e-02 eta: 22:02:29 time: 0.2463 data_time: 0.0023 memory: 2855 loss: 1.6925 2022/12/07 03:09:20 - mmengine - INFO - Epoch(train) [50][3000/5005] lr: 6.3447e-02 eta: 22:02:10 time: 0.2495 data_time: 0.0022 memory: 2855 loss: 1.4992 2022/12/07 03:09:45 - mmengine - INFO - Epoch(train) [50][3100/5005] lr: 6.3422e-02 eta: 22:01:50 time: 0.2473 data_time: 0.0015 memory: 2855 loss: 1.7633 2022/12/07 03:10:06 - mmengine - INFO - Epoch(train) [50][3200/5005] lr: 6.3397e-02 eta: 22:01:26 time: 0.2290 data_time: 0.0041 memory: 2855 loss: 1.8063 2022/12/07 03:10:32 - mmengine - INFO - Epoch(train) [50][3300/5005] lr: 6.3371e-02 eta: 22:01:08 time: 0.2478 data_time: 0.0017 memory: 2855 loss: 1.7684 2022/12/07 03:10:57 - mmengine - INFO - Epoch(train) [50][3400/5005] lr: 6.3346e-02 eta: 22:00:48 time: 0.2405 data_time: 0.0019 memory: 2855 loss: 1.9599 2022/12/07 03:11:22 - mmengine - INFO - Epoch(train) [50][3500/5005] lr: 6.3321e-02 eta: 22:00:29 time: 0.2443 data_time: 0.0019 memory: 2855 loss: 1.6948 2022/12/07 03:11:47 - mmengine - INFO - Epoch(train) [50][3600/5005] lr: 6.3296e-02 eta: 22:00:10 time: 0.2426 data_time: 0.0020 memory: 2855 loss: 1.8495 2022/12/07 03:12:12 - mmengine - INFO - Epoch(train) [50][3700/5005] lr: 6.3271e-02 eta: 21:59:51 time: 0.2511 data_time: 0.0020 memory: 2855 loss: 1.8941 2022/12/07 03:12:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:12:36 - mmengine - INFO - Epoch(train) [50][3800/5005] lr: 6.3245e-02 eta: 21:59:31 time: 0.2476 data_time: 0.0019 memory: 2855 loss: 1.6822 2022/12/07 03:13:01 - mmengine - INFO - Epoch(train) [50][3900/5005] lr: 6.3220e-02 eta: 21:59:12 time: 0.2423 data_time: 0.0019 memory: 2855 loss: 1.7698 2022/12/07 03:13:26 - mmengine - INFO - Epoch(train) [50][4000/5005] lr: 6.3195e-02 eta: 21:58:53 time: 0.2517 data_time: 0.0020 memory: 2855 loss: 1.7538 2022/12/07 03:13:51 - mmengine - INFO - Epoch(train) [50][4100/5005] lr: 6.3170e-02 eta: 21:58:33 time: 0.2512 data_time: 0.0022 memory: 2855 loss: 1.7468 2022/12/07 03:14:16 - mmengine - INFO - Epoch(train) [50][4200/5005] lr: 6.3144e-02 eta: 21:58:14 time: 0.2411 data_time: 0.0023 memory: 2855 loss: 1.8328 2022/12/07 03:14:41 - mmengine - INFO - Epoch(train) [50][4300/5005] lr: 6.3119e-02 eta: 21:57:55 time: 0.2517 data_time: 0.0022 memory: 2855 loss: 1.7832 2022/12/07 03:15:06 - mmengine - INFO - Epoch(train) [50][4400/5005] lr: 6.3094e-02 eta: 21:57:35 time: 0.2490 data_time: 0.0023 memory: 2855 loss: 1.6859 2022/12/07 03:15:31 - mmengine - INFO - Epoch(train) [50][4500/5005] lr: 6.3069e-02 eta: 21:57:16 time: 0.2512 data_time: 0.0014 memory: 2855 loss: 1.6434 2022/12/07 03:15:55 - mmengine - INFO - Epoch(train) [50][4600/5005] lr: 6.3043e-02 eta: 21:56:56 time: 0.1756 data_time: 0.0054 memory: 2855 loss: 1.8158 2022/12/07 03:16:18 - mmengine - INFO - Epoch(train) [50][4700/5005] lr: 6.3018e-02 eta: 21:56:33 time: 0.2546 data_time: 0.0026 memory: 2855 loss: 1.8897 2022/12/07 03:16:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:16:42 - mmengine - INFO - Epoch(train) [50][4800/5005] lr: 6.2993e-02 eta: 21:56:14 time: 0.2476 data_time: 0.0019 memory: 2855 loss: 1.8774 2022/12/07 03:17:07 - mmengine - INFO - Epoch(train) [50][4900/5005] lr: 6.2968e-02 eta: 21:55:54 time: 0.2478 data_time: 0.0021 memory: 2855 loss: 1.8448 2022/12/07 03:17:32 - mmengine - INFO - Epoch(train) [50][5000/5005] lr: 6.2942e-02 eta: 21:55:35 time: 0.2516 data_time: 0.0030 memory: 2855 loss: 1.7648 2022/12/07 03:17:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:17:33 - mmengine - INFO - Saving checkpoint at 50 epochs 2022/12/07 03:17:42 - mmengine - INFO - Epoch(val) [50][100/196] eta: 0:00:06 time: 0.0700 data_time: 0.0289 memory: 2855 2022/12/07 03:17:58 - mmengine - INFO - Epoch(val) [50][196/196] accuracy/top1: 63.7940 accuracy/top5: 86.2900 2022/12/07 03:18:23 - mmengine - INFO - Epoch(train) [51][ 100/5005] lr: 6.2916e-02 eta: 21:55:15 time: 0.2493 data_time: 0.0020 memory: 2855 loss: 1.6380 2022/12/07 03:18:48 - mmengine - INFO - Epoch(train) [51][ 200/5005] lr: 6.2891e-02 eta: 21:54:56 time: 0.2509 data_time: 0.0022 memory: 2855 loss: 1.7365 2022/12/07 03:19:13 - mmengine - INFO - Epoch(train) [51][ 300/5005] lr: 6.2865e-02 eta: 21:54:36 time: 0.2437 data_time: 0.0020 memory: 2855 loss: 1.6987 2022/12/07 03:19:38 - mmengine - INFO - Epoch(train) [51][ 400/5005] lr: 6.2840e-02 eta: 21:54:17 time: 0.2502 data_time: 0.0018 memory: 2855 loss: 1.9052 2022/12/07 03:20:03 - mmengine - INFO - Epoch(train) [51][ 500/5005] lr: 6.2815e-02 eta: 21:53:58 time: 0.2465 data_time: 0.0021 memory: 2855 loss: 1.7173 2022/12/07 03:20:28 - mmengine - INFO - Epoch(train) [51][ 600/5005] lr: 6.2790e-02 eta: 21:53:39 time: 0.2510 data_time: 0.0021 memory: 2855 loss: 1.5216 2022/12/07 03:20:53 - mmengine - INFO - Epoch(train) [51][ 700/5005] lr: 6.2764e-02 eta: 21:53:19 time: 0.2472 data_time: 0.0024 memory: 2855 loss: 1.5891 2022/12/07 03:21:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:21:18 - mmengine - INFO - Epoch(train) [51][ 800/5005] lr: 6.2739e-02 eta: 21:53:00 time: 0.2486 data_time: 0.0015 memory: 2855 loss: 1.9851 2022/12/07 03:21:43 - mmengine - INFO - Epoch(train) [51][ 900/5005] lr: 6.2714e-02 eta: 21:52:41 time: 0.2507 data_time: 0.0014 memory: 2855 loss: 1.8118 2022/12/07 03:22:05 - mmengine - INFO - Epoch(train) [51][1000/5005] lr: 6.2688e-02 eta: 21:52:18 time: 0.2533 data_time: 0.0032 memory: 2855 loss: 1.8501 2022/12/07 03:22:30 - mmengine - INFO - Epoch(train) [51][1100/5005] lr: 6.2663e-02 eta: 21:51:58 time: 0.2518 data_time: 0.0017 memory: 2855 loss: 1.8404 2022/12/07 03:22:55 - mmengine - INFO - Epoch(train) [51][1200/5005] lr: 6.2638e-02 eta: 21:51:39 time: 0.2477 data_time: 0.0017 memory: 2855 loss: 1.5712 2022/12/07 03:23:20 - mmengine - INFO - Epoch(train) [51][1300/5005] lr: 6.2612e-02 eta: 21:51:19 time: 0.2497 data_time: 0.0021 memory: 2855 loss: 1.8132 2022/12/07 03:23:45 - mmengine - INFO - Epoch(train) [51][1400/5005] lr: 6.2587e-02 eta: 21:51:00 time: 0.2495 data_time: 0.0020 memory: 2855 loss: 1.7234 2022/12/07 03:24:10 - mmengine - INFO - Epoch(train) [51][1500/5005] lr: 6.2562e-02 eta: 21:50:41 time: 0.2525 data_time: 0.0019 memory: 2855 loss: 1.5532 2022/12/07 03:24:35 - mmengine - INFO - Epoch(train) [51][1600/5005] lr: 6.2537e-02 eta: 21:50:21 time: 0.2537 data_time: 0.0022 memory: 2855 loss: 1.6863 2022/12/07 03:25:00 - mmengine - INFO - Epoch(train) [51][1700/5005] lr: 6.2511e-02 eta: 21:50:02 time: 0.2471 data_time: 0.0019 memory: 2855 loss: 1.7720 2022/12/07 03:25:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:25:25 - mmengine - INFO - Epoch(train) [51][1800/5005] lr: 6.2486e-02 eta: 21:49:43 time: 0.2511 data_time: 0.0019 memory: 2855 loss: 1.6513 2022/12/07 03:25:49 - mmengine - INFO - Epoch(train) [51][1900/5005] lr: 6.2461e-02 eta: 21:49:23 time: 0.2503 data_time: 0.0021 memory: 2855 loss: 1.8210 2022/12/07 03:26:14 - mmengine - INFO - Epoch(train) [51][2000/5005] lr: 6.2435e-02 eta: 21:49:04 time: 0.2488 data_time: 0.0022 memory: 2855 loss: 1.7786 2022/12/07 03:26:39 - mmengine - INFO - Epoch(train) [51][2100/5005] lr: 6.2410e-02 eta: 21:48:44 time: 0.2492 data_time: 0.0019 memory: 2855 loss: 1.8908 2022/12/07 03:27:04 - mmengine - INFO - Epoch(train) [51][2200/5005] lr: 6.2385e-02 eta: 21:48:25 time: 0.2496 data_time: 0.0019 memory: 2855 loss: 1.9156 2022/12/07 03:27:29 - mmengine - INFO - Epoch(train) [51][2300/5005] lr: 6.2359e-02 eta: 21:48:05 time: 0.2418 data_time: 0.0014 memory: 2855 loss: 1.8543 2022/12/07 03:27:50 - mmengine - INFO - Epoch(train) [51][2400/5005] lr: 6.2334e-02 eta: 21:47:41 time: 0.1708 data_time: 0.0049 memory: 2855 loss: 1.7844 2022/12/07 03:28:16 - mmengine - INFO - Epoch(train) [51][2500/5005] lr: 6.2309e-02 eta: 21:47:22 time: 0.2476 data_time: 0.0016 memory: 2855 loss: 1.7379 2022/12/07 03:28:41 - mmengine - INFO - Epoch(train) [51][2600/5005] lr: 6.2283e-02 eta: 21:47:03 time: 0.2472 data_time: 0.0019 memory: 2855 loss: 1.6187 2022/12/07 03:29:06 - mmengine - INFO - Epoch(train) [51][2700/5005] lr: 6.2258e-02 eta: 21:46:44 time: 0.2442 data_time: 0.0021 memory: 2855 loss: 1.7107 2022/12/07 03:29:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:29:31 - mmengine - INFO - Epoch(train) [51][2800/5005] lr: 6.2232e-02 eta: 21:46:24 time: 0.2474 data_time: 0.0022 memory: 2855 loss: 1.9037 2022/12/07 03:29:55 - mmengine - INFO - Epoch(train) [51][2900/5005] lr: 6.2207e-02 eta: 21:46:05 time: 0.2402 data_time: 0.0020 memory: 2855 loss: 1.7196 2022/12/07 03:30:20 - mmengine - INFO - Epoch(train) [51][3000/5005] lr: 6.2182e-02 eta: 21:45:45 time: 0.2497 data_time: 0.0020 memory: 2855 loss: 1.8208 2022/12/07 03:30:45 - mmengine - INFO - Epoch(train) [51][3100/5005] lr: 6.2156e-02 eta: 21:45:26 time: 0.2485 data_time: 0.0024 memory: 2855 loss: 1.5626 2022/12/07 03:31:10 - mmengine - INFO - Epoch(train) [51][3200/5005] lr: 6.2131e-02 eta: 21:45:06 time: 0.2499 data_time: 0.0022 memory: 2855 loss: 1.8588 2022/12/07 03:31:35 - mmengine - INFO - Epoch(train) [51][3300/5005] lr: 6.2106e-02 eta: 21:44:47 time: 0.2512 data_time: 0.0021 memory: 2855 loss: 1.9139 2022/12/07 03:32:00 - mmengine - INFO - Epoch(train) [51][3400/5005] lr: 6.2080e-02 eta: 21:44:28 time: 0.2464 data_time: 0.0020 memory: 2855 loss: 1.7225 2022/12/07 03:32:25 - mmengine - INFO - Epoch(train) [51][3500/5005] lr: 6.2055e-02 eta: 21:44:08 time: 0.2544 data_time: 0.0022 memory: 2855 loss: 1.6407 2022/12/07 03:32:50 - mmengine - INFO - Epoch(train) [51][3600/5005] lr: 6.2030e-02 eta: 21:43:49 time: 0.2461 data_time: 0.0018 memory: 2855 loss: 1.7148 2022/12/07 03:33:15 - mmengine - INFO - Epoch(train) [51][3700/5005] lr: 6.2004e-02 eta: 21:43:29 time: 0.2430 data_time: 0.0015 memory: 2855 loss: 1.7713 2022/12/07 03:33:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:33:39 - mmengine - INFO - Epoch(train) [51][3800/5005] lr: 6.1979e-02 eta: 21:43:09 time: 0.2157 data_time: 0.0015 memory: 2855 loss: 1.6571 2022/12/07 03:34:01 - mmengine - INFO - Epoch(train) [51][3900/5005] lr: 6.1953e-02 eta: 21:42:46 time: 0.2603 data_time: 0.0027 memory: 2855 loss: 1.7778 2022/12/07 03:34:26 - mmengine - INFO - Epoch(train) [51][4000/5005] lr: 6.1928e-02 eta: 21:42:26 time: 0.2505 data_time: 0.0018 memory: 2855 loss: 1.7936 2022/12/07 03:34:51 - mmengine - INFO - Epoch(train) [51][4100/5005] lr: 6.1903e-02 eta: 21:42:07 time: 0.2496 data_time: 0.0020 memory: 2855 loss: 2.0516 2022/12/07 03:35:16 - mmengine - INFO - Epoch(train) [51][4200/5005] lr: 6.1877e-02 eta: 21:41:48 time: 0.2530 data_time: 0.0022 memory: 2855 loss: 1.9063 2022/12/07 03:35:41 - mmengine - INFO - Epoch(train) [51][4300/5005] lr: 6.1852e-02 eta: 21:41:28 time: 0.2465 data_time: 0.0022 memory: 2855 loss: 1.8571 2022/12/07 03:36:06 - mmengine - INFO - Epoch(train) [51][4400/5005] lr: 6.1826e-02 eta: 21:41:08 time: 0.2435 data_time: 0.0020 memory: 2855 loss: 1.5708 2022/12/07 03:36:31 - mmengine - INFO - Epoch(train) [51][4500/5005] lr: 6.1801e-02 eta: 21:40:49 time: 0.2480 data_time: 0.0018 memory: 2855 loss: 1.8278 2022/12/07 03:36:56 - mmengine - INFO - Epoch(train) [51][4600/5005] lr: 6.1775e-02 eta: 21:40:29 time: 0.2540 data_time: 0.0023 memory: 2855 loss: 1.8471 2022/12/07 03:37:21 - mmengine - INFO - Epoch(train) [51][4700/5005] lr: 6.1750e-02 eta: 21:40:10 time: 0.2483 data_time: 0.0019 memory: 2855 loss: 1.7274 2022/12/07 03:37:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:37:45 - mmengine - INFO - Epoch(train) [51][4800/5005] lr: 6.1725e-02 eta: 21:39:50 time: 0.2486 data_time: 0.0022 memory: 2855 loss: 1.9832 2022/12/07 03:38:10 - mmengine - INFO - Epoch(train) [51][4900/5005] lr: 6.1699e-02 eta: 21:39:31 time: 0.2500 data_time: 0.0021 memory: 2855 loss: 1.7688 2022/12/07 03:38:36 - mmengine - INFO - Epoch(train) [51][5000/5005] lr: 6.1674e-02 eta: 21:39:11 time: 0.2500 data_time: 0.0031 memory: 2855 loss: 1.7013 2022/12/07 03:38:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:38:37 - mmengine - INFO - Saving checkpoint at 51 epochs 2022/12/07 03:38:45 - mmengine - INFO - Epoch(val) [51][100/196] eta: 0:00:06 time: 0.0705 data_time: 0.0311 memory: 2855 2022/12/07 03:39:01 - mmengine - INFO - Epoch(val) [51][196/196] accuracy/top1: 64.6580 accuracy/top5: 86.7240 2022/12/07 03:39:26 - mmengine - INFO - Epoch(train) [52][ 100/5005] lr: 6.1647e-02 eta: 21:38:51 time: 0.2526 data_time: 0.0015 memory: 2855 loss: 1.8410 2022/12/07 03:39:48 - mmengine - INFO - Epoch(train) [52][ 200/5005] lr: 6.1622e-02 eta: 21:38:27 time: 0.2575 data_time: 0.0053 memory: 2855 loss: 1.5383 2022/12/07 03:40:13 - mmengine - INFO - Epoch(train) [52][ 300/5005] lr: 6.1596e-02 eta: 21:38:08 time: 0.2510 data_time: 0.0017 memory: 2855 loss: 1.8753 2022/12/07 03:40:38 - mmengine - INFO - Epoch(train) [52][ 400/5005] lr: 6.1571e-02 eta: 21:37:48 time: 0.2495 data_time: 0.0018 memory: 2855 loss: 1.8584 2022/12/07 03:41:03 - mmengine - INFO - Epoch(train) [52][ 500/5005] lr: 6.1545e-02 eta: 21:37:29 time: 0.2485 data_time: 0.0021 memory: 2855 loss: 1.7325 2022/12/07 03:41:28 - mmengine - INFO - Epoch(train) [52][ 600/5005] lr: 6.1520e-02 eta: 21:37:10 time: 0.2426 data_time: 0.0023 memory: 2855 loss: 1.4968 2022/12/07 03:41:53 - mmengine - INFO - Epoch(train) [52][ 700/5005] lr: 6.1494e-02 eta: 21:36:50 time: 0.2492 data_time: 0.0020 memory: 2855 loss: 1.5652 2022/12/07 03:42:04 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:42:18 - mmengine - INFO - Epoch(train) [52][ 800/5005] lr: 6.1469e-02 eta: 21:36:31 time: 0.2511 data_time: 0.0022 memory: 2855 loss: 1.5856 2022/12/07 03:42:43 - mmengine - INFO - Epoch(train) [52][ 900/5005] lr: 6.1444e-02 eta: 21:36:11 time: 0.2422 data_time: 0.0021 memory: 2855 loss: 1.6755 2022/12/07 03:43:08 - mmengine - INFO - Epoch(train) [52][1000/5005] lr: 6.1418e-02 eta: 21:35:51 time: 0.2519 data_time: 0.0024 memory: 2855 loss: 1.8111 2022/12/07 03:43:33 - mmengine - INFO - Epoch(train) [52][1100/5005] lr: 6.1393e-02 eta: 21:35:32 time: 0.2511 data_time: 0.0020 memory: 2855 loss: 1.7114 2022/12/07 03:43:58 - mmengine - INFO - Epoch(train) [52][1200/5005] lr: 6.1367e-02 eta: 21:35:12 time: 0.2431 data_time: 0.0021 memory: 2855 loss: 1.5983 2022/12/07 03:44:23 - mmengine - INFO - Epoch(train) [52][1300/5005] lr: 6.1342e-02 eta: 21:34:53 time: 0.2478 data_time: 0.0021 memory: 2855 loss: 1.6369 2022/12/07 03:44:48 - mmengine - INFO - Epoch(train) [52][1400/5005] lr: 6.1316e-02 eta: 21:34:33 time: 0.2514 data_time: 0.0023 memory: 2855 loss: 1.8492 2022/12/07 03:45:12 - mmengine - INFO - Epoch(train) [52][1500/5005] lr: 6.1291e-02 eta: 21:34:14 time: 0.2505 data_time: 0.0015 memory: 2855 loss: 1.6973 2022/12/07 03:45:34 - mmengine - INFO - Epoch(train) [52][1600/5005] lr: 6.1265e-02 eta: 21:33:49 time: 0.2226 data_time: 0.0053 memory: 2855 loss: 1.8657 2022/12/07 03:45:59 - mmengine - INFO - Epoch(train) [52][1700/5005] lr: 6.1240e-02 eta: 21:33:30 time: 0.2374 data_time: 0.0017 memory: 2855 loss: 2.0460 2022/12/07 03:46:10 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:46:24 - mmengine - INFO - Epoch(train) [52][1800/5005] lr: 6.1214e-02 eta: 21:33:11 time: 0.2545 data_time: 0.0019 memory: 2855 loss: 1.6110 2022/12/07 03:46:49 - mmengine - INFO - Epoch(train) [52][1900/5005] lr: 6.1189e-02 eta: 21:32:51 time: 0.2451 data_time: 0.0021 memory: 2855 loss: 1.8015 2022/12/07 03:47:14 - mmengine - INFO - Epoch(train) [52][2000/5005] lr: 6.1163e-02 eta: 21:32:31 time: 0.2391 data_time: 0.0019 memory: 2855 loss: 1.7906 2022/12/07 03:47:39 - mmengine - INFO - Epoch(train) [52][2100/5005] lr: 6.1138e-02 eta: 21:32:12 time: 0.2485 data_time: 0.0022 memory: 2855 loss: 1.5842 2022/12/07 03:48:04 - mmengine - INFO - Epoch(train) [52][2200/5005] lr: 6.1112e-02 eta: 21:31:52 time: 0.2414 data_time: 0.0019 memory: 2855 loss: 1.7318 2022/12/07 03:48:29 - mmengine - INFO - Epoch(train) [52][2300/5005] lr: 6.1087e-02 eta: 21:31:32 time: 0.2494 data_time: 0.0023 memory: 2855 loss: 1.5643 2022/12/07 03:48:53 - mmengine - INFO - Epoch(train) [52][2400/5005] lr: 6.1061e-02 eta: 21:31:13 time: 0.2441 data_time: 0.0021 memory: 2855 loss: 1.7541 2022/12/07 03:49:18 - mmengine - INFO - Epoch(train) [52][2500/5005] lr: 6.1036e-02 eta: 21:30:53 time: 0.2485 data_time: 0.0022 memory: 2855 loss: 1.7057 2022/12/07 03:49:43 - mmengine - INFO - Epoch(train) [52][2600/5005] lr: 6.1010e-02 eta: 21:30:33 time: 0.2464 data_time: 0.0023 memory: 2855 loss: 1.7331 2022/12/07 03:50:08 - mmengine - INFO - Epoch(train) [52][2700/5005] lr: 6.0985e-02 eta: 21:30:14 time: 0.2434 data_time: 0.0024 memory: 2855 loss: 1.9232 2022/12/07 03:50:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:50:33 - mmengine - INFO - Epoch(train) [52][2800/5005] lr: 6.0959e-02 eta: 21:29:54 time: 0.2478 data_time: 0.0021 memory: 2855 loss: 1.5808 2022/12/07 03:50:58 - mmengine - INFO - Epoch(train) [52][2900/5005] lr: 6.0934e-02 eta: 21:29:34 time: 0.2493 data_time: 0.0015 memory: 2855 loss: 1.6006 2022/12/07 03:51:22 - mmengine - INFO - Epoch(train) [52][3000/5005] lr: 6.0908e-02 eta: 21:29:14 time: 0.1985 data_time: 0.0052 memory: 2855 loss: 1.6384 2022/12/07 03:51:45 - mmengine - INFO - Epoch(train) [52][3100/5005] lr: 6.0883e-02 eta: 21:28:52 time: 0.2498 data_time: 0.0027 memory: 2855 loss: 1.9398 2022/12/07 03:52:10 - mmengine - INFO - Epoch(train) [52][3200/5005] lr: 6.0857e-02 eta: 21:28:32 time: 0.2476 data_time: 0.0021 memory: 2855 loss: 1.5980 2022/12/07 03:52:35 - mmengine - INFO - Epoch(train) [52][3300/5005] lr: 6.0832e-02 eta: 21:28:12 time: 0.2487 data_time: 0.0019 memory: 2855 loss: 1.7395 2022/12/07 03:53:00 - mmengine - INFO - Epoch(train) [52][3400/5005] lr: 6.0806e-02 eta: 21:27:53 time: 0.2476 data_time: 0.0024 memory: 2855 loss: 1.8702 2022/12/07 03:53:25 - mmengine - INFO - Epoch(train) [52][3500/5005] lr: 6.0781e-02 eta: 21:27:33 time: 0.2493 data_time: 0.0023 memory: 2855 loss: 1.7132 2022/12/07 03:53:50 - mmengine - INFO - Epoch(train) [52][3600/5005] lr: 6.0755e-02 eta: 21:27:13 time: 0.2489 data_time: 0.0020 memory: 2855 loss: 1.8389 2022/12/07 03:54:14 - mmengine - INFO - Epoch(train) [52][3700/5005] lr: 6.0729e-02 eta: 21:26:54 time: 0.2402 data_time: 0.0022 memory: 2855 loss: 1.6741 2022/12/07 03:54:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:54:39 - mmengine - INFO - Epoch(train) [52][3800/5005] lr: 6.0704e-02 eta: 21:26:34 time: 0.2548 data_time: 0.0021 memory: 2855 loss: 1.7672 2022/12/07 03:55:04 - mmengine - INFO - Epoch(train) [52][3900/5005] lr: 6.0678e-02 eta: 21:26:14 time: 0.2439 data_time: 0.0023 memory: 2855 loss: 1.6749 2022/12/07 03:55:29 - mmengine - INFO - Epoch(train) [52][4000/5005] lr: 6.0653e-02 eta: 21:25:55 time: 0.2514 data_time: 0.0023 memory: 2855 loss: 1.7552 2022/12/07 03:55:54 - mmengine - INFO - Epoch(train) [52][4100/5005] lr: 6.0627e-02 eta: 21:25:35 time: 0.2451 data_time: 0.0020 memory: 2855 loss: 1.7416 2022/12/07 03:56:19 - mmengine - INFO - Epoch(train) [52][4200/5005] lr: 6.0602e-02 eta: 21:25:15 time: 0.2490 data_time: 0.0022 memory: 2855 loss: 1.6710 2022/12/07 03:56:44 - mmengine - INFO - Epoch(train) [52][4300/5005] lr: 6.0576e-02 eta: 21:24:55 time: 0.2392 data_time: 0.0020 memory: 2855 loss: 1.6980 2022/12/07 03:57:09 - mmengine - INFO - Epoch(train) [52][4400/5005] lr: 6.0551e-02 eta: 21:24:36 time: 0.2505 data_time: 0.0015 memory: 2855 loss: 1.7632 2022/12/07 03:57:30 - mmengine - INFO - Epoch(train) [52][4500/5005] lr: 6.0525e-02 eta: 21:24:12 time: 0.2814 data_time: 0.0070 memory: 2855 loss: 1.8939 2022/12/07 03:57:56 - mmengine - INFO - Epoch(train) [52][4600/5005] lr: 6.0499e-02 eta: 21:23:53 time: 0.2492 data_time: 0.0016 memory: 2855 loss: 1.6741 2022/12/07 03:58:21 - mmengine - INFO - Epoch(train) [52][4700/5005] lr: 6.0474e-02 eta: 21:23:33 time: 0.2502 data_time: 0.0018 memory: 2855 loss: 1.6926 2022/12/07 03:58:32 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:58:46 - mmengine - INFO - Epoch(train) [52][4800/5005] lr: 6.0448e-02 eta: 21:23:14 time: 0.2505 data_time: 0.0021 memory: 2855 loss: 1.6477 2022/12/07 03:59:11 - mmengine - INFO - Epoch(train) [52][4900/5005] lr: 6.0423e-02 eta: 21:22:54 time: 0.2452 data_time: 0.0023 memory: 2855 loss: 1.7226 2022/12/07 03:59:36 - mmengine - INFO - Epoch(train) [52][5000/5005] lr: 6.0397e-02 eta: 21:22:34 time: 0.2480 data_time: 0.0032 memory: 2855 loss: 1.9291 2022/12/07 03:59:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 03:59:37 - mmengine - INFO - Saving checkpoint at 52 epochs 2022/12/07 03:59:46 - mmengine - INFO - Epoch(val) [52][100/196] eta: 0:00:06 time: 0.0862 data_time: 0.0317 memory: 2855 2022/12/07 04:00:02 - mmengine - INFO - Epoch(val) [52][196/196] accuracy/top1: 64.9620 accuracy/top5: 86.7960 2022/12/07 04:00:27 - mmengine - INFO - Epoch(train) [53][ 100/5005] lr: 6.0370e-02 eta: 21:22:14 time: 0.2455 data_time: 0.0017 memory: 2855 loss: 1.6248 2022/12/07 04:00:52 - mmengine - INFO - Epoch(train) [53][ 200/5005] lr: 6.0345e-02 eta: 21:21:55 time: 0.2524 data_time: 0.0023 memory: 2855 loss: 1.7061 2022/12/07 04:01:17 - mmengine - INFO - Epoch(train) [53][ 300/5005] lr: 6.0319e-02 eta: 21:21:35 time: 0.2503 data_time: 0.0025 memory: 2855 loss: 1.8602 2022/12/07 04:01:42 - mmengine - INFO - Epoch(train) [53][ 400/5005] lr: 6.0293e-02 eta: 21:21:15 time: 0.2506 data_time: 0.0024 memory: 2855 loss: 1.7283 2022/12/07 04:02:07 - mmengine - INFO - Epoch(train) [53][ 500/5005] lr: 6.0268e-02 eta: 21:20:55 time: 0.2484 data_time: 0.0022 memory: 2855 loss: 1.8654 2022/12/07 04:02:32 - mmengine - INFO - Epoch(train) [53][ 600/5005] lr: 6.0242e-02 eta: 21:20:36 time: 0.2376 data_time: 0.0021 memory: 2855 loss: 1.5506 2022/12/07 04:02:57 - mmengine - INFO - Epoch(train) [53][ 700/5005] lr: 6.0217e-02 eta: 21:20:16 time: 0.2407 data_time: 0.0016 memory: 2855 loss: 1.8314 2022/12/07 04:03:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:03:19 - mmengine - INFO - Epoch(train) [53][ 800/5005] lr: 6.0191e-02 eta: 21:19:52 time: 0.2153 data_time: 0.0053 memory: 2855 loss: 1.6237 2022/12/07 04:03:45 - mmengine - INFO - Epoch(train) [53][ 900/5005] lr: 6.0165e-02 eta: 21:19:34 time: 0.2528 data_time: 0.0019 memory: 2855 loss: 1.8545 2022/12/07 04:04:09 - mmengine - INFO - Epoch(train) [53][1000/5005] lr: 6.0140e-02 eta: 21:19:14 time: 0.2500 data_time: 0.0017 memory: 2855 loss: 1.8193 2022/12/07 04:04:34 - mmengine - INFO - Epoch(train) [53][1100/5005] lr: 6.0114e-02 eta: 21:18:54 time: 0.2481 data_time: 0.0020 memory: 2855 loss: 1.6282 2022/12/07 04:04:59 - mmengine - INFO - Epoch(train) [53][1200/5005] lr: 6.0089e-02 eta: 21:18:34 time: 0.2485 data_time: 0.0019 memory: 2855 loss: 1.7053 2022/12/07 04:05:24 - mmengine - INFO - Epoch(train) [53][1300/5005] lr: 6.0063e-02 eta: 21:18:14 time: 0.2500 data_time: 0.0019 memory: 2855 loss: 1.6745 2022/12/07 04:05:49 - mmengine - INFO - Epoch(train) [53][1400/5005] lr: 6.0037e-02 eta: 21:17:55 time: 0.2520 data_time: 0.0022 memory: 2855 loss: 1.8279 2022/12/07 04:06:14 - mmengine - INFO - Epoch(train) [53][1500/5005] lr: 6.0012e-02 eta: 21:17:35 time: 0.2595 data_time: 0.0022 memory: 2855 loss: 1.6879 2022/12/07 04:06:39 - mmengine - INFO - Epoch(train) [53][1600/5005] lr: 5.9986e-02 eta: 21:17:16 time: 0.2431 data_time: 0.0024 memory: 2855 loss: 2.0161 2022/12/07 04:07:04 - mmengine - INFO - Epoch(train) [53][1700/5005] lr: 5.9961e-02 eta: 21:16:56 time: 0.2575 data_time: 0.0020 memory: 2855 loss: 1.7186 2022/12/07 04:07:14 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:07:29 - mmengine - INFO - Epoch(train) [53][1800/5005] lr: 5.9935e-02 eta: 21:16:36 time: 0.2518 data_time: 0.0022 memory: 2855 loss: 1.7379 2022/12/07 04:07:54 - mmengine - INFO - Epoch(train) [53][1900/5005] lr: 5.9909e-02 eta: 21:16:16 time: 0.2403 data_time: 0.0024 memory: 2855 loss: 1.7219 2022/12/07 04:08:19 - mmengine - INFO - Epoch(train) [53][2000/5005] lr: 5.9884e-02 eta: 21:15:57 time: 0.2442 data_time: 0.0017 memory: 2855 loss: 1.7230 2022/12/07 04:08:44 - mmengine - INFO - Epoch(train) [53][2100/5005] lr: 5.9858e-02 eta: 21:15:37 time: 0.2488 data_time: 0.0016 memory: 2855 loss: 1.7208 2022/12/07 04:09:08 - mmengine - INFO - Epoch(train) [53][2200/5005] lr: 5.9832e-02 eta: 21:15:16 time: 0.1647 data_time: 0.0075 memory: 2855 loss: 1.8952 2022/12/07 04:09:31 - mmengine - INFO - Epoch(train) [53][2300/5005] lr: 5.9807e-02 eta: 21:14:53 time: 0.2523 data_time: 0.0021 memory: 2855 loss: 1.7065 2022/12/07 04:09:56 - mmengine - INFO - Epoch(train) [53][2400/5005] lr: 5.9781e-02 eta: 21:14:34 time: 0.2508 data_time: 0.0017 memory: 2855 loss: 1.9333 2022/12/07 04:10:21 - mmengine - INFO - Epoch(train) [53][2500/5005] lr: 5.9755e-02 eta: 21:14:14 time: 0.2543 data_time: 0.0021 memory: 2855 loss: 1.7888 2022/12/07 04:10:46 - mmengine - INFO - Epoch(train) [53][2600/5005] lr: 5.9730e-02 eta: 21:13:54 time: 0.2480 data_time: 0.0019 memory: 2855 loss: 1.6734 2022/12/07 04:11:11 - mmengine - INFO - Epoch(train) [53][2700/5005] lr: 5.9704e-02 eta: 21:13:34 time: 0.2452 data_time: 0.0020 memory: 2855 loss: 2.0026 2022/12/07 04:11:21 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:11:35 - mmengine - INFO - Epoch(train) [53][2800/5005] lr: 5.9678e-02 eta: 21:13:14 time: 0.2491 data_time: 0.0021 memory: 2855 loss: 1.7985 2022/12/07 04:12:01 - mmengine - INFO - Epoch(train) [53][2900/5005] lr: 5.9653e-02 eta: 21:12:55 time: 0.2475 data_time: 0.0020 memory: 2855 loss: 1.8194 2022/12/07 04:12:25 - mmengine - INFO - Epoch(train) [53][3000/5005] lr: 5.9627e-02 eta: 21:12:35 time: 0.2502 data_time: 0.0022 memory: 2855 loss: 1.6838 2022/12/07 04:12:50 - mmengine - INFO - Epoch(train) [53][3100/5005] lr: 5.9601e-02 eta: 21:12:15 time: 0.2466 data_time: 0.0023 memory: 2855 loss: 1.6363 2022/12/07 04:13:15 - mmengine - INFO - Epoch(train) [53][3200/5005] lr: 5.9576e-02 eta: 21:11:55 time: 0.2499 data_time: 0.0020 memory: 2855 loss: 1.8423 2022/12/07 04:13:40 - mmengine - INFO - Epoch(train) [53][3300/5005] lr: 5.9550e-02 eta: 21:11:35 time: 0.2580 data_time: 0.0019 memory: 2855 loss: 1.7692 2022/12/07 04:14:05 - mmengine - INFO - Epoch(train) [53][3400/5005] lr: 5.9524e-02 eta: 21:11:15 time: 0.2409 data_time: 0.0022 memory: 2855 loss: 1.5316 2022/12/07 04:14:30 - mmengine - INFO - Epoch(train) [53][3500/5005] lr: 5.9499e-02 eta: 21:10:56 time: 0.2497 data_time: 0.0021 memory: 2855 loss: 2.0495 2022/12/07 04:14:55 - mmengine - INFO - Epoch(train) [53][3600/5005] lr: 5.9473e-02 eta: 21:10:36 time: 0.2402 data_time: 0.0015 memory: 2855 loss: 1.5720 2022/12/07 04:15:17 - mmengine - INFO - Epoch(train) [53][3700/5005] lr: 5.9447e-02 eta: 21:10:12 time: 0.2826 data_time: 0.0076 memory: 2855 loss: 1.8967 2022/12/07 04:15:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:15:42 - mmengine - INFO - Epoch(train) [53][3800/5005] lr: 5.9422e-02 eta: 21:09:52 time: 0.2426 data_time: 0.0018 memory: 2855 loss: 1.8772 2022/12/07 04:16:07 - mmengine - INFO - Epoch(train) [53][3900/5005] lr: 5.9396e-02 eta: 21:09:32 time: 0.2438 data_time: 0.0020 memory: 2855 loss: 1.9212 2022/12/07 04:16:32 - mmengine - INFO - Epoch(train) [53][4000/5005] lr: 5.9370e-02 eta: 21:09:13 time: 0.2485 data_time: 0.0017 memory: 2855 loss: 1.7737 2022/12/07 04:16:57 - mmengine - INFO - Epoch(train) [53][4100/5005] lr: 5.9345e-02 eta: 21:08:53 time: 0.2523 data_time: 0.0019 memory: 2855 loss: 1.8141 2022/12/07 04:17:22 - mmengine - INFO - Epoch(train) [53][4200/5005] lr: 5.9319e-02 eta: 21:08:33 time: 0.2490 data_time: 0.0023 memory: 2855 loss: 1.6384 2022/12/07 04:17:47 - mmengine - INFO - Epoch(train) [53][4300/5005] lr: 5.9293e-02 eta: 21:08:13 time: 0.2501 data_time: 0.0024 memory: 2855 loss: 1.4421 2022/12/07 04:18:11 - mmengine - INFO - Epoch(train) [53][4400/5005] lr: 5.9268e-02 eta: 21:07:53 time: 0.2472 data_time: 0.0023 memory: 2855 loss: 1.6260 2022/12/07 04:18:37 - mmengine - INFO - Epoch(train) [53][4500/5005] lr: 5.9242e-02 eta: 21:07:34 time: 0.2533 data_time: 0.0022 memory: 2855 loss: 1.6678 2022/12/07 04:19:01 - mmengine - INFO - Epoch(train) [53][4600/5005] lr: 5.9216e-02 eta: 21:07:14 time: 0.2460 data_time: 0.0025 memory: 2855 loss: 1.9601 2022/12/07 04:19:26 - mmengine - INFO - Epoch(train) [53][4700/5005] lr: 5.9190e-02 eta: 21:06:54 time: 0.2497 data_time: 0.0021 memory: 2855 loss: 1.7642 2022/12/07 04:19:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:19:51 - mmengine - INFO - Epoch(train) [53][4800/5005] lr: 5.9165e-02 eta: 21:06:34 time: 0.2487 data_time: 0.0022 memory: 2855 loss: 1.8045 2022/12/07 04:20:16 - mmengine - INFO - Epoch(train) [53][4900/5005] lr: 5.9139e-02 eta: 21:06:14 time: 0.2497 data_time: 0.0020 memory: 2855 loss: 1.8886 2022/12/07 04:20:41 - mmengine - INFO - Epoch(train) [53][5000/5005] lr: 5.9113e-02 eta: 21:05:54 time: 0.2538 data_time: 0.0025 memory: 2855 loss: 1.9219 2022/12/07 04:20:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:20:42 - mmengine - INFO - Saving checkpoint at 53 epochs 2022/12/07 04:20:48 - mmengine - INFO - Epoch(val) [53][100/196] eta: 0:00:04 time: 0.0445 data_time: 0.0004 memory: 2855 2022/12/07 04:21:08 - mmengine - INFO - Epoch(val) [53][196/196] accuracy/top1: 64.3580 accuracy/top5: 86.4680 2022/12/07 04:21:34 - mmengine - INFO - Epoch(train) [54][ 100/5005] lr: 5.9086e-02 eta: 21:05:34 time: 0.2399 data_time: 0.0016 memory: 2855 loss: 1.6832 2022/12/07 04:21:59 - mmengine - INFO - Epoch(train) [54][ 200/5005] lr: 5.9061e-02 eta: 21:05:14 time: 0.2462 data_time: 0.0022 memory: 2855 loss: 1.8637 2022/12/07 04:22:24 - mmengine - INFO - Epoch(train) [54][ 300/5005] lr: 5.9035e-02 eta: 21:04:54 time: 0.2472 data_time: 0.0024 memory: 2855 loss: 1.7189 2022/12/07 04:22:49 - mmengine - INFO - Epoch(train) [54][ 400/5005] lr: 5.9009e-02 eta: 21:04:35 time: 0.2437 data_time: 0.0019 memory: 2855 loss: 1.7170 2022/12/07 04:23:14 - mmengine - INFO - Epoch(train) [54][ 500/5005] lr: 5.8983e-02 eta: 21:04:15 time: 0.2511 data_time: 0.0020 memory: 2855 loss: 1.8122 2022/12/07 04:23:39 - mmengine - INFO - Epoch(train) [54][ 600/5005] lr: 5.8958e-02 eta: 21:03:55 time: 0.2507 data_time: 0.0022 memory: 2855 loss: 1.6037 2022/12/07 04:24:04 - mmengine - INFO - Epoch(train) [54][ 700/5005] lr: 5.8932e-02 eta: 21:03:35 time: 0.2468 data_time: 0.0019 memory: 2855 loss: 1.8164 2022/12/07 04:24:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:24:28 - mmengine - INFO - Epoch(train) [54][ 800/5005] lr: 5.8906e-02 eta: 21:03:15 time: 0.2500 data_time: 0.0021 memory: 2855 loss: 1.8852 2022/12/07 04:24:53 - mmengine - INFO - Epoch(train) [54][ 900/5005] lr: 5.8880e-02 eta: 21:02:55 time: 0.2496 data_time: 0.0023 memory: 2855 loss: 1.7067 2022/12/07 04:25:18 - mmengine - INFO - Epoch(train) [54][1000/5005] lr: 5.8855e-02 eta: 21:02:35 time: 0.2509 data_time: 0.0020 memory: 2855 loss: 1.7205 2022/12/07 04:25:43 - mmengine - INFO - Epoch(train) [54][1100/5005] lr: 5.8829e-02 eta: 21:02:15 time: 0.2409 data_time: 0.0023 memory: 2855 loss: 1.7847 2022/12/07 04:26:08 - mmengine - INFO - Epoch(train) [54][1200/5005] lr: 5.8803e-02 eta: 21:01:55 time: 0.2513 data_time: 0.0024 memory: 2855 loss: 1.7734 2022/12/07 04:26:33 - mmengine - INFO - Epoch(train) [54][1300/5005] lr: 5.8778e-02 eta: 21:01:35 time: 0.2493 data_time: 0.0016 memory: 2855 loss: 1.9862 2022/12/07 04:26:55 - mmengine - INFO - Epoch(train) [54][1400/5005] lr: 5.8752e-02 eta: 21:01:12 time: 0.1704 data_time: 0.0029 memory: 2855 loss: 1.9480 2022/12/07 04:27:19 - mmengine - INFO - Epoch(train) [54][1500/5005] lr: 5.8726e-02 eta: 21:00:51 time: 0.2414 data_time: 0.0019 memory: 2855 loss: 1.9369 2022/12/07 04:27:44 - mmengine - INFO - Epoch(train) [54][1600/5005] lr: 5.8700e-02 eta: 21:00:31 time: 0.2506 data_time: 0.0018 memory: 2855 loss: 1.5918 2022/12/07 04:28:09 - mmengine - INFO - Epoch(train) [54][1700/5005] lr: 5.8675e-02 eta: 21:00:11 time: 0.2488 data_time: 0.0023 memory: 2855 loss: 1.7050 2022/12/07 04:28:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:28:34 - mmengine - INFO - Epoch(train) [54][1800/5005] lr: 5.8649e-02 eta: 20:59:51 time: 0.2495 data_time: 0.0020 memory: 2855 loss: 1.6695 2022/12/07 04:28:59 - mmengine - INFO - Epoch(train) [54][1900/5005] lr: 5.8623e-02 eta: 20:59:31 time: 0.2534 data_time: 0.0022 memory: 2855 loss: 1.7080 2022/12/07 04:29:24 - mmengine - INFO - Epoch(train) [54][2000/5005] lr: 5.8597e-02 eta: 20:59:11 time: 0.2459 data_time: 0.0021 memory: 2855 loss: 1.7827 2022/12/07 04:29:49 - mmengine - INFO - Epoch(train) [54][2100/5005] lr: 5.8571e-02 eta: 20:58:51 time: 0.2408 data_time: 0.0021 memory: 2855 loss: 1.8436 2022/12/07 04:30:14 - mmengine - INFO - Epoch(train) [54][2200/5005] lr: 5.8546e-02 eta: 20:58:31 time: 0.2431 data_time: 0.0023 memory: 2855 loss: 1.9154 2022/12/07 04:30:38 - mmengine - INFO - Epoch(train) [54][2300/5005] lr: 5.8520e-02 eta: 20:58:11 time: 0.2514 data_time: 0.0020 memory: 2855 loss: 2.0696 2022/12/07 04:31:03 - mmengine - INFO - Epoch(train) [54][2400/5005] lr: 5.8494e-02 eta: 20:57:51 time: 0.2427 data_time: 0.0022 memory: 2855 loss: 1.5745 2022/12/07 04:31:28 - mmengine - INFO - Epoch(train) [54][2500/5005] lr: 5.8468e-02 eta: 20:57:31 time: 0.2407 data_time: 0.0020 memory: 2855 loss: 2.0355 2022/12/07 04:31:53 - mmengine - INFO - Epoch(train) [54][2600/5005] lr: 5.8443e-02 eta: 20:57:11 time: 0.2504 data_time: 0.0024 memory: 2855 loss: 1.6699 2022/12/07 04:32:18 - mmengine - INFO - Epoch(train) [54][2700/5005] lr: 5.8417e-02 eta: 20:56:51 time: 0.2492 data_time: 0.0016 memory: 2855 loss: 1.9066 2022/12/07 04:32:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:32:43 - mmengine - INFO - Epoch(train) [54][2800/5005] lr: 5.8391e-02 eta: 20:56:31 time: 0.2494 data_time: 0.0015 memory: 2855 loss: 1.7315 2022/12/07 04:33:05 - mmengine - INFO - Epoch(train) [54][2900/5005] lr: 5.8365e-02 eta: 20:56:07 time: 0.2583 data_time: 0.0026 memory: 2855 loss: 1.7709 2022/12/07 04:33:30 - mmengine - INFO - Epoch(train) [54][3000/5005] lr: 5.8339e-02 eta: 20:55:47 time: 0.2496 data_time: 0.0016 memory: 2855 loss: 1.7922 2022/12/07 04:33:55 - mmengine - INFO - Epoch(train) [54][3100/5005] lr: 5.8314e-02 eta: 20:55:27 time: 0.2509 data_time: 0.0018 memory: 2855 loss: 1.8672 2022/12/07 04:34:20 - mmengine - INFO - Epoch(train) [54][3200/5005] lr: 5.8288e-02 eta: 20:55:07 time: 0.2410 data_time: 0.0019 memory: 2855 loss: 1.5959 2022/12/07 04:34:45 - mmengine - INFO - Epoch(train) [54][3300/5005] lr: 5.8262e-02 eta: 20:54:48 time: 0.2511 data_time: 0.0018 memory: 2855 loss: 1.6970 2022/12/07 04:35:10 - mmengine - INFO - Epoch(train) [54][3400/5005] lr: 5.8236e-02 eta: 20:54:27 time: 0.2520 data_time: 0.0020 memory: 2855 loss: 2.0197 2022/12/07 04:35:35 - mmengine - INFO - Epoch(train) [54][3500/5005] lr: 5.8211e-02 eta: 20:54:07 time: 0.2533 data_time: 0.0020 memory: 2855 loss: 1.8485 2022/12/07 04:36:00 - mmengine - INFO - Epoch(train) [54][3600/5005] lr: 5.8185e-02 eta: 20:53:47 time: 0.2492 data_time: 0.0024 memory: 2855 loss: 1.6628 2022/12/07 04:36:25 - mmengine - INFO - Epoch(train) [54][3700/5005] lr: 5.8159e-02 eta: 20:53:27 time: 0.2457 data_time: 0.0025 memory: 2855 loss: 1.6251 2022/12/07 04:36:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:36:50 - mmengine - INFO - Epoch(train) [54][3800/5005] lr: 5.8133e-02 eta: 20:53:08 time: 0.2402 data_time: 0.0022 memory: 2855 loss: 1.6151 2022/12/07 04:37:15 - mmengine - INFO - Epoch(train) [54][3900/5005] lr: 5.8107e-02 eta: 20:52:48 time: 0.2500 data_time: 0.0025 memory: 2855 loss: 1.9869 2022/12/07 04:37:40 - mmengine - INFO - Epoch(train) [54][4000/5005] lr: 5.8081e-02 eta: 20:52:27 time: 0.2505 data_time: 0.0025 memory: 2855 loss: 1.7456 2022/12/07 04:38:04 - mmengine - INFO - Epoch(train) [54][4100/5005] lr: 5.8056e-02 eta: 20:52:07 time: 0.2502 data_time: 0.0024 memory: 2855 loss: 1.8078 2022/12/07 04:38:29 - mmengine - INFO - Epoch(train) [54][4200/5005] lr: 5.8030e-02 eta: 20:51:47 time: 0.2450 data_time: 0.0015 memory: 2855 loss: 1.7160 2022/12/07 04:38:51 - mmengine - INFO - Epoch(train) [54][4300/5005] lr: 5.8004e-02 eta: 20:51:23 time: 0.2867 data_time: 0.0081 memory: 2855 loss: 1.7433 2022/12/07 04:39:16 - mmengine - INFO - Epoch(train) [54][4400/5005] lr: 5.7978e-02 eta: 20:51:04 time: 0.2508 data_time: 0.0017 memory: 2855 loss: 1.7106 2022/12/07 04:39:41 - mmengine - INFO - Epoch(train) [54][4500/5005] lr: 5.7952e-02 eta: 20:50:43 time: 0.2442 data_time: 0.0020 memory: 2855 loss: 1.7785 2022/12/07 04:40:06 - mmengine - INFO - Epoch(train) [54][4600/5005] lr: 5.7927e-02 eta: 20:50:23 time: 0.2510 data_time: 0.0021 memory: 2855 loss: 1.8160 2022/12/07 04:40:31 - mmengine - INFO - Epoch(train) [54][4700/5005] lr: 5.7901e-02 eta: 20:50:03 time: 0.2480 data_time: 0.0022 memory: 2855 loss: 1.8741 2022/12/07 04:40:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:40:56 - mmengine - INFO - Epoch(train) [54][4800/5005] lr: 5.7875e-02 eta: 20:49:43 time: 0.2433 data_time: 0.0020 memory: 2855 loss: 1.8334 2022/12/07 04:41:21 - mmengine - INFO - Epoch(train) [54][4900/5005] lr: 5.7849e-02 eta: 20:49:23 time: 0.2485 data_time: 0.0023 memory: 2855 loss: 1.8208 2022/12/07 04:41:46 - mmengine - INFO - Epoch(train) [54][5000/5005] lr: 5.7823e-02 eta: 20:49:03 time: 0.2562 data_time: 0.0030 memory: 2855 loss: 1.9167 2022/12/07 04:41:47 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:41:47 - mmengine - INFO - Saving checkpoint at 54 epochs 2022/12/07 04:41:56 - mmengine - INFO - Epoch(val) [54][100/196] eta: 0:00:06 time: 0.0799 data_time: 0.0433 memory: 2855 2022/12/07 04:42:12 - mmengine - INFO - Epoch(val) [54][196/196] accuracy/top1: 64.9740 accuracy/top5: 86.8080 2022/12/07 04:42:37 - mmengine - INFO - Epoch(train) [55][ 100/5005] lr: 5.7796e-02 eta: 20:48:43 time: 0.2513 data_time: 0.0022 memory: 2855 loss: 1.6876 2022/12/07 04:43:02 - mmengine - INFO - Epoch(train) [55][ 200/5005] lr: 5.7770e-02 eta: 20:48:23 time: 0.2435 data_time: 0.0021 memory: 2855 loss: 1.8050 2022/12/07 04:43:27 - mmengine - INFO - Epoch(train) [55][ 300/5005] lr: 5.7744e-02 eta: 20:48:03 time: 0.2502 data_time: 0.0021 memory: 2855 loss: 1.6830 2022/12/07 04:43:52 - mmengine - INFO - Epoch(train) [55][ 400/5005] lr: 5.7719e-02 eta: 20:47:42 time: 0.2452 data_time: 0.0022 memory: 2855 loss: 1.5737 2022/12/07 04:44:17 - mmengine - INFO - Epoch(train) [55][ 500/5005] lr: 5.7693e-02 eta: 20:47:22 time: 0.2510 data_time: 0.0015 memory: 2855 loss: 1.6239 2022/12/07 04:44:39 - mmengine - INFO - Epoch(train) [55][ 600/5005] lr: 5.7667e-02 eta: 20:46:58 time: 0.2343 data_time: 0.0028 memory: 2855 loss: 1.5904 2022/12/07 04:45:04 - mmengine - INFO - Epoch(train) [55][ 700/5005] lr: 5.7641e-02 eta: 20:46:39 time: 0.2392 data_time: 0.0017 memory: 2855 loss: 1.6950 2022/12/07 04:45:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:45:29 - mmengine - INFO - Epoch(train) [55][ 800/5005] lr: 5.7615e-02 eta: 20:46:19 time: 0.2472 data_time: 0.0021 memory: 2855 loss: 1.5440 2022/12/07 04:45:54 - mmengine - INFO - Epoch(train) [55][ 900/5005] lr: 5.7589e-02 eta: 20:45:59 time: 0.2498 data_time: 0.0019 memory: 2855 loss: 1.9296 2022/12/07 04:46:19 - mmengine - INFO - Epoch(train) [55][1000/5005] lr: 5.7564e-02 eta: 20:45:39 time: 0.2498 data_time: 0.0022 memory: 2855 loss: 1.7691 2022/12/07 04:46:44 - mmengine - INFO - Epoch(train) [55][1100/5005] lr: 5.7538e-02 eta: 20:45:19 time: 0.2499 data_time: 0.0025 memory: 2855 loss: 1.7408 2022/12/07 04:47:09 - mmengine - INFO - Epoch(train) [55][1200/5005] lr: 5.7512e-02 eta: 20:44:59 time: 0.2513 data_time: 0.0019 memory: 2855 loss: 1.7585 2022/12/07 04:47:34 - mmengine - INFO - Epoch(train) [55][1300/5005] lr: 5.7486e-02 eta: 20:44:39 time: 0.2423 data_time: 0.0021 memory: 2855 loss: 1.7929 2022/12/07 04:47:59 - mmengine - INFO - Epoch(train) [55][1400/5005] lr: 5.7460e-02 eta: 20:44:19 time: 0.2425 data_time: 0.0022 memory: 2855 loss: 1.6549 2022/12/07 04:48:24 - mmengine - INFO - Epoch(train) [55][1500/5005] lr: 5.7434e-02 eta: 20:43:58 time: 0.2482 data_time: 0.0019 memory: 2855 loss: 1.6444 2022/12/07 04:48:49 - mmengine - INFO - Epoch(train) [55][1600/5005] lr: 5.7408e-02 eta: 20:43:38 time: 0.2481 data_time: 0.0025 memory: 2855 loss: 1.6837 2022/12/07 04:49:14 - mmengine - INFO - Epoch(train) [55][1700/5005] lr: 5.7383e-02 eta: 20:43:18 time: 0.2415 data_time: 0.0021 memory: 2855 loss: 1.8436 2022/12/07 04:49:21 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:49:39 - mmengine - INFO - Epoch(train) [55][1800/5005] lr: 5.7357e-02 eta: 20:42:58 time: 0.2538 data_time: 0.0023 memory: 2855 loss: 1.7475 2022/12/07 04:50:03 - mmengine - INFO - Epoch(train) [55][1900/5005] lr: 5.7331e-02 eta: 20:42:38 time: 0.2452 data_time: 0.0016 memory: 2855 loss: 1.7700 2022/12/07 04:50:27 - mmengine - INFO - Epoch(train) [55][2000/5005] lr: 5.7305e-02 eta: 20:42:15 time: 0.1665 data_time: 0.0053 memory: 2855 loss: 1.8314 2022/12/07 04:50:50 - mmengine - INFO - Epoch(train) [55][2100/5005] lr: 5.7279e-02 eta: 20:41:54 time: 0.2394 data_time: 0.0018 memory: 2855 loss: 1.9218 2022/12/07 04:51:15 - mmengine - INFO - Epoch(train) [55][2200/5005] lr: 5.7253e-02 eta: 20:41:34 time: 0.2482 data_time: 0.0018 memory: 2855 loss: 1.6815 2022/12/07 04:51:40 - mmengine - INFO - Epoch(train) [55][2300/5005] lr: 5.7227e-02 eta: 20:41:14 time: 0.2525 data_time: 0.0019 memory: 2855 loss: 1.8132 2022/12/07 04:52:05 - mmengine - INFO - Epoch(train) [55][2400/5005] lr: 5.7201e-02 eta: 20:40:53 time: 0.2490 data_time: 0.0022 memory: 2855 loss: 1.7003 2022/12/07 04:52:30 - mmengine - INFO - Epoch(train) [55][2500/5005] lr: 5.7176e-02 eta: 20:40:33 time: 0.2482 data_time: 0.0021 memory: 2855 loss: 1.8859 2022/12/07 04:52:55 - mmengine - INFO - Epoch(train) [55][2600/5005] lr: 5.7150e-02 eta: 20:40:13 time: 0.2462 data_time: 0.0023 memory: 2855 loss: 1.7663 2022/12/07 04:53:20 - mmengine - INFO - Epoch(train) [55][2700/5005] lr: 5.7124e-02 eta: 20:39:53 time: 0.2513 data_time: 0.0021 memory: 2855 loss: 1.6974 2022/12/07 04:53:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:53:45 - mmengine - INFO - Epoch(train) [55][2800/5005] lr: 5.7098e-02 eta: 20:39:33 time: 0.2502 data_time: 0.0022 memory: 2855 loss: 1.6805 2022/12/07 04:54:10 - mmengine - INFO - Epoch(train) [55][2900/5005] lr: 5.7072e-02 eta: 20:39:12 time: 0.2478 data_time: 0.0020 memory: 2855 loss: 1.8217 2022/12/07 04:54:34 - mmengine - INFO - Epoch(train) [55][3000/5005] lr: 5.7046e-02 eta: 20:38:52 time: 0.2417 data_time: 0.0022 memory: 2855 loss: 1.8141 2022/12/07 04:54:59 - mmengine - INFO - Epoch(train) [55][3100/5005] lr: 5.7020e-02 eta: 20:38:32 time: 0.2480 data_time: 0.0019 memory: 2855 loss: 1.8180 2022/12/07 04:55:24 - mmengine - INFO - Epoch(train) [55][3200/5005] lr: 5.6994e-02 eta: 20:38:12 time: 0.2511 data_time: 0.0022 memory: 2855 loss: 1.6793 2022/12/07 04:55:49 - mmengine - INFO - Epoch(train) [55][3300/5005] lr: 5.6968e-02 eta: 20:37:52 time: 0.2415 data_time: 0.0017 memory: 2855 loss: 1.7511 2022/12/07 04:56:14 - mmengine - INFO - Epoch(train) [55][3400/5005] lr: 5.6943e-02 eta: 20:37:31 time: 0.2503 data_time: 0.0016 memory: 2855 loss: 1.7713 2022/12/07 04:56:36 - mmengine - INFO - Epoch(train) [55][3500/5005] lr: 5.6917e-02 eta: 20:37:08 time: 0.2686 data_time: 0.0045 memory: 2855 loss: 1.5504 2022/12/07 04:57:01 - mmengine - INFO - Epoch(train) [55][3600/5005] lr: 5.6891e-02 eta: 20:36:48 time: 0.2440 data_time: 0.0017 memory: 2855 loss: 1.7575 2022/12/07 04:57:26 - mmengine - INFO - Epoch(train) [55][3700/5005] lr: 5.6865e-02 eta: 20:36:28 time: 0.2511 data_time: 0.0019 memory: 2855 loss: 1.8054 2022/12/07 04:57:34 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 04:57:51 - mmengine - INFO - Epoch(train) [55][3800/5005] lr: 5.6839e-02 eta: 20:36:07 time: 0.2455 data_time: 0.0022 memory: 2855 loss: 1.9889 2022/12/07 04:58:16 - mmengine - INFO - Epoch(train) [55][3900/5005] lr: 5.6813e-02 eta: 20:35:47 time: 0.2512 data_time: 0.0021 memory: 2855 loss: 1.7557 2022/12/07 04:58:41 - mmengine - INFO - Epoch(train) [55][4000/5005] lr: 5.6787e-02 eta: 20:35:27 time: 0.2519 data_time: 0.0019 memory: 2855 loss: 1.8407 2022/12/07 04:59:06 - mmengine - INFO - Epoch(train) [55][4100/5005] lr: 5.6761e-02 eta: 20:35:07 time: 0.2524 data_time: 0.0019 memory: 2855 loss: 1.7530 2022/12/07 04:59:31 - mmengine - INFO - Epoch(train) [55][4200/5005] lr: 5.6735e-02 eta: 20:34:47 time: 0.2520 data_time: 0.0022 memory: 2855 loss: 1.7629 2022/12/07 04:59:56 - mmengine - INFO - Epoch(train) [55][4300/5005] lr: 5.6709e-02 eta: 20:34:27 time: 0.2374 data_time: 0.0021 memory: 2855 loss: 1.7463 2022/12/07 05:00:21 - mmengine - INFO - Epoch(train) [55][4400/5005] lr: 5.6683e-02 eta: 20:34:07 time: 0.2495 data_time: 0.0021 memory: 2855 loss: 1.8512 2022/12/07 05:00:46 - mmengine - INFO - Epoch(train) [55][4500/5005] lr: 5.6657e-02 eta: 20:33:46 time: 0.2464 data_time: 0.0022 memory: 2855 loss: 1.6528 2022/12/07 05:01:11 - mmengine - INFO - Epoch(train) [55][4600/5005] lr: 5.6632e-02 eta: 20:33:26 time: 0.2448 data_time: 0.0024 memory: 2855 loss: 1.7985 2022/12/07 05:01:36 - mmengine - INFO - Epoch(train) [55][4700/5005] lr: 5.6606e-02 eta: 20:33:06 time: 0.2484 data_time: 0.0022 memory: 2855 loss: 1.8645 2022/12/07 05:01:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:02:01 - mmengine - INFO - Epoch(train) [55][4800/5005] lr: 5.6580e-02 eta: 20:32:46 time: 0.2516 data_time: 0.0016 memory: 2855 loss: 1.5875 2022/12/07 05:02:23 - mmengine - INFO - Epoch(train) [55][4900/5005] lr: 5.6554e-02 eta: 20:32:22 time: 0.1934 data_time: 0.0048 memory: 2855 loss: 1.8744 2022/12/07 05:02:48 - mmengine - INFO - Epoch(train) [55][5000/5005] lr: 5.6528e-02 eta: 20:32:02 time: 0.2499 data_time: 0.0028 memory: 2855 loss: 1.7352 2022/12/07 05:02:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:02:49 - mmengine - INFO - Saving checkpoint at 55 epochs 2022/12/07 05:02:58 - mmengine - INFO - Epoch(val) [55][100/196] eta: 0:00:06 time: 0.0569 data_time: 0.0193 memory: 2855 2022/12/07 05:03:14 - mmengine - INFO - Epoch(val) [55][196/196] accuracy/top1: 64.8760 accuracy/top5: 86.8200 2022/12/07 05:03:39 - mmengine - INFO - Epoch(train) [56][ 100/5005] lr: 5.6501e-02 eta: 20:31:41 time: 0.2394 data_time: 0.0022 memory: 2855 loss: 1.6613 2022/12/07 05:04:04 - mmengine - INFO - Epoch(train) [56][ 200/5005] lr: 5.6475e-02 eta: 20:31:21 time: 0.2420 data_time: 0.0018 memory: 2855 loss: 1.6963 2022/12/07 05:04:29 - mmengine - INFO - Epoch(train) [56][ 300/5005] lr: 5.6449e-02 eta: 20:31:01 time: 0.2493 data_time: 0.0021 memory: 2855 loss: 1.7246 2022/12/07 05:04:54 - mmengine - INFO - Epoch(train) [56][ 400/5005] lr: 5.6423e-02 eta: 20:30:41 time: 0.2514 data_time: 0.0019 memory: 2855 loss: 1.7013 2022/12/07 05:05:19 - mmengine - INFO - Epoch(train) [56][ 500/5005] lr: 5.6397e-02 eta: 20:30:21 time: 0.2501 data_time: 0.0022 memory: 2855 loss: 1.5870 2022/12/07 05:05:44 - mmengine - INFO - Epoch(train) [56][ 600/5005] lr: 5.6371e-02 eta: 20:30:00 time: 0.2396 data_time: 0.0022 memory: 2855 loss: 1.6541 2022/12/07 05:06:09 - mmengine - INFO - Epoch(train) [56][ 700/5005] lr: 5.6345e-02 eta: 20:29:40 time: 0.2501 data_time: 0.0023 memory: 2855 loss: 1.6264 2022/12/07 05:06:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:06:34 - mmengine - INFO - Epoch(train) [56][ 800/5005] lr: 5.6319e-02 eta: 20:29:20 time: 0.2503 data_time: 0.0022 memory: 2855 loss: 1.5866 2022/12/07 05:06:59 - mmengine - INFO - Epoch(train) [56][ 900/5005] lr: 5.6293e-02 eta: 20:28:59 time: 0.2407 data_time: 0.0020 memory: 2855 loss: 1.5561 2022/12/07 05:07:24 - mmengine - INFO - Epoch(train) [56][1000/5005] lr: 5.6267e-02 eta: 20:28:39 time: 0.2491 data_time: 0.0028 memory: 2855 loss: 1.7677 2022/12/07 05:07:48 - mmengine - INFO - Epoch(train) [56][1100/5005] lr: 5.6241e-02 eta: 20:28:19 time: 0.2497 data_time: 0.0015 memory: 2855 loss: 1.5646 2022/12/07 05:08:11 - mmengine - INFO - Epoch(train) [56][1200/5005] lr: 5.6215e-02 eta: 20:27:56 time: 0.1702 data_time: 0.0034 memory: 2855 loss: 1.6000 2022/12/07 05:08:35 - mmengine - INFO - Epoch(train) [56][1300/5005] lr: 5.6189e-02 eta: 20:27:34 time: 0.2483 data_time: 0.0019 memory: 2855 loss: 1.6961 2022/12/07 05:09:00 - mmengine - INFO - Epoch(train) [56][1400/5005] lr: 5.6163e-02 eta: 20:27:14 time: 0.2535 data_time: 0.0020 memory: 2855 loss: 1.5077 2022/12/07 05:09:25 - mmengine - INFO - Epoch(train) [56][1500/5005] lr: 5.6137e-02 eta: 20:26:54 time: 0.2507 data_time: 0.0021 memory: 2855 loss: 1.6516 2022/12/07 05:09:50 - mmengine - INFO - Epoch(train) [56][1600/5005] lr: 5.6111e-02 eta: 20:26:34 time: 0.2514 data_time: 0.0019 memory: 2855 loss: 1.8482 2022/12/07 05:10:15 - mmengine - INFO - Epoch(train) [56][1700/5005] lr: 5.6086e-02 eta: 20:26:13 time: 0.2489 data_time: 0.0024 memory: 2855 loss: 1.5573 2022/12/07 05:10:21 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:10:40 - mmengine - INFO - Epoch(train) [56][1800/5005] lr: 5.6060e-02 eta: 20:25:53 time: 0.2429 data_time: 0.0024 memory: 2855 loss: 1.6235 2022/12/07 05:11:05 - mmengine - INFO - Epoch(train) [56][1900/5005] lr: 5.6034e-02 eta: 20:25:33 time: 0.2592 data_time: 0.0024 memory: 2855 loss: 1.6137 2022/12/07 05:11:30 - mmengine - INFO - Epoch(train) [56][2000/5005] lr: 5.6008e-02 eta: 20:25:13 time: 0.2509 data_time: 0.0022 memory: 2855 loss: 1.7417 2022/12/07 05:11:55 - mmengine - INFO - Epoch(train) [56][2100/5005] lr: 5.5982e-02 eta: 20:24:52 time: 0.2484 data_time: 0.0024 memory: 2855 loss: 1.6622 2022/12/07 05:12:20 - mmengine - INFO - Epoch(train) [56][2200/5005] lr: 5.5956e-02 eta: 20:24:32 time: 0.2410 data_time: 0.0024 memory: 2855 loss: 1.6804 2022/12/07 05:12:45 - mmengine - INFO - Epoch(train) [56][2300/5005] lr: 5.5930e-02 eta: 20:24:12 time: 0.2442 data_time: 0.0021 memory: 2855 loss: 1.8518 2022/12/07 05:13:10 - mmengine - INFO - Epoch(train) [56][2400/5005] lr: 5.5904e-02 eta: 20:23:51 time: 0.2526 data_time: 0.0021 memory: 2855 loss: 1.7360 2022/12/07 05:13:34 - mmengine - INFO - Epoch(train) [56][2500/5005] lr: 5.5878e-02 eta: 20:23:31 time: 0.2512 data_time: 0.0015 memory: 2855 loss: 1.7195 2022/12/07 05:13:59 - mmengine - INFO - Epoch(train) [56][2600/5005] lr: 5.5852e-02 eta: 20:23:11 time: 0.2445 data_time: 0.0015 memory: 2855 loss: 1.7119 2022/12/07 05:14:21 - mmengine - INFO - Epoch(train) [56][2700/5005] lr: 5.5826e-02 eta: 20:22:47 time: 0.2664 data_time: 0.0072 memory: 2855 loss: 1.7671 2022/12/07 05:14:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:14:46 - mmengine - INFO - Epoch(train) [56][2800/5005] lr: 5.5800e-02 eta: 20:22:27 time: 0.2532 data_time: 0.0018 memory: 2855 loss: 1.6790 2022/12/07 05:15:11 - mmengine - INFO - Epoch(train) [56][2900/5005] lr: 5.5774e-02 eta: 20:22:06 time: 0.2472 data_time: 0.0021 memory: 2855 loss: 1.8108 2022/12/07 05:15:36 - mmengine - INFO - Epoch(train) [56][3000/5005] lr: 5.5748e-02 eta: 20:21:46 time: 0.2428 data_time: 0.0021 memory: 2855 loss: 1.8888 2022/12/07 05:16:01 - mmengine - INFO - Epoch(train) [56][3100/5005] lr: 5.5722e-02 eta: 20:21:26 time: 0.2427 data_time: 0.0019 memory: 2855 loss: 1.8099 2022/12/07 05:16:26 - mmengine - INFO - Epoch(train) [56][3200/5005] lr: 5.5696e-02 eta: 20:21:05 time: 0.2518 data_time: 0.0022 memory: 2855 loss: 1.5973 2022/12/07 05:16:51 - mmengine - INFO - Epoch(train) [56][3300/5005] lr: 5.5670e-02 eta: 20:20:45 time: 0.2473 data_time: 0.0020 memory: 2855 loss: 1.6524 2022/12/07 05:17:16 - mmengine - INFO - Epoch(train) [56][3400/5005] lr: 5.5644e-02 eta: 20:20:25 time: 0.2519 data_time: 0.0024 memory: 2855 loss: 1.5742 2022/12/07 05:17:41 - mmengine - INFO - Epoch(train) [56][3500/5005] lr: 5.5618e-02 eta: 20:20:04 time: 0.2415 data_time: 0.0021 memory: 2855 loss: 1.8268 2022/12/07 05:18:06 - mmengine - INFO - Epoch(train) [56][3600/5005] lr: 5.5592e-02 eta: 20:19:44 time: 0.2476 data_time: 0.0022 memory: 2855 loss: 1.9249 2022/12/07 05:18:31 - mmengine - INFO - Epoch(train) [56][3700/5005] lr: 5.5566e-02 eta: 20:19:24 time: 0.2516 data_time: 0.0025 memory: 2855 loss: 1.7367 2022/12/07 05:18:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:18:56 - mmengine - INFO - Epoch(train) [56][3800/5005] lr: 5.5540e-02 eta: 20:19:04 time: 0.2525 data_time: 0.0020 memory: 2855 loss: 1.7825 2022/12/07 05:19:21 - mmengine - INFO - Epoch(train) [56][3900/5005] lr: 5.5514e-02 eta: 20:18:43 time: 0.2453 data_time: 0.0020 memory: 2855 loss: 1.7044 2022/12/07 05:19:46 - mmengine - INFO - Epoch(train) [56][4000/5005] lr: 5.5488e-02 eta: 20:18:23 time: 0.2501 data_time: 0.0016 memory: 2855 loss: 1.6332 2022/12/07 05:20:07 - mmengine - INFO - Epoch(train) [56][4100/5005] lr: 5.5462e-02 eta: 20:17:58 time: 0.1718 data_time: 0.0050 memory: 2855 loss: 1.9385 2022/12/07 05:20:32 - mmengine - INFO - Epoch(train) [56][4200/5005] lr: 5.5436e-02 eta: 20:17:39 time: 0.2521 data_time: 0.0021 memory: 2855 loss: 1.6490 2022/12/07 05:20:57 - mmengine - INFO - Epoch(train) [56][4300/5005] lr: 5.5410e-02 eta: 20:17:18 time: 0.2532 data_time: 0.0021 memory: 2855 loss: 1.5961 2022/12/07 05:21:22 - mmengine - INFO - Epoch(train) [56][4400/5005] lr: 5.5384e-02 eta: 20:16:58 time: 0.2480 data_time: 0.0020 memory: 2855 loss: 1.5158 2022/12/07 05:21:47 - mmengine - INFO - Epoch(train) [56][4500/5005] lr: 5.5358e-02 eta: 20:16:37 time: 0.2512 data_time: 0.0021 memory: 2855 loss: 1.4830 2022/12/07 05:22:12 - mmengine - INFO - Epoch(train) [56][4600/5005] lr: 5.5332e-02 eta: 20:16:17 time: 0.2415 data_time: 0.0021 memory: 2855 loss: 1.8245 2022/12/07 05:22:37 - mmengine - INFO - Epoch(train) [56][4700/5005] lr: 5.5306e-02 eta: 20:15:57 time: 0.2488 data_time: 0.0023 memory: 2855 loss: 1.8172 2022/12/07 05:22:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:23:02 - mmengine - INFO - Epoch(train) [56][4800/5005] lr: 5.5280e-02 eta: 20:15:36 time: 0.2519 data_time: 0.0024 memory: 2855 loss: 1.6743 2022/12/07 05:23:27 - mmengine - INFO - Epoch(train) [56][4900/5005] lr: 5.5254e-02 eta: 20:15:16 time: 0.2482 data_time: 0.0022 memory: 2855 loss: 1.6226 2022/12/07 05:23:52 - mmengine - INFO - Epoch(train) [56][5000/5005] lr: 5.5228e-02 eta: 20:14:56 time: 0.2561 data_time: 0.0034 memory: 2855 loss: 1.6925 2022/12/07 05:23:53 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:23:53 - mmengine - INFO - Saving checkpoint at 56 epochs 2022/12/07 05:24:02 - mmengine - INFO - Epoch(val) [56][100/196] eta: 0:00:06 time: 0.0712 data_time: 0.0304 memory: 2855 2022/12/07 05:24:19 - mmengine - INFO - Epoch(val) [56][196/196] accuracy/top1: 65.5700 accuracy/top5: 86.8580 2022/12/07 05:24:44 - mmengine - INFO - Epoch(train) [57][ 100/5005] lr: 5.5201e-02 eta: 20:14:35 time: 0.2525 data_time: 0.0023 memory: 2855 loss: 1.8171 2022/12/07 05:25:09 - mmengine - INFO - Epoch(train) [57][ 200/5005] lr: 5.5175e-02 eta: 20:14:14 time: 0.2564 data_time: 0.0020 memory: 2855 loss: 1.7053 2022/12/07 05:25:34 - mmengine - INFO - Epoch(train) [57][ 300/5005] lr: 5.5149e-02 eta: 20:13:54 time: 0.2506 data_time: 0.0017 memory: 2855 loss: 1.7976 2022/12/07 05:25:55 - mmengine - INFO - Epoch(train) [57][ 400/5005] lr: 5.5123e-02 eta: 20:13:29 time: 0.1676 data_time: 0.0088 memory: 2855 loss: 1.5384 2022/12/07 05:26:21 - mmengine - INFO - Epoch(train) [57][ 500/5005] lr: 5.5097e-02 eta: 20:13:09 time: 0.2499 data_time: 0.0017 memory: 2855 loss: 1.6064 2022/12/07 05:26:45 - mmengine - INFO - Epoch(train) [57][ 600/5005] lr: 5.5071e-02 eta: 20:12:49 time: 0.2454 data_time: 0.0019 memory: 2855 loss: 1.9171 2022/12/07 05:27:10 - mmengine - INFO - Epoch(train) [57][ 700/5005] lr: 5.5045e-02 eta: 20:12:29 time: 0.2504 data_time: 0.0023 memory: 2855 loss: 1.6679 2022/12/07 05:27:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:27:35 - mmengine - INFO - Epoch(train) [57][ 800/5005] lr: 5.5019e-02 eta: 20:12:08 time: 0.2508 data_time: 0.0022 memory: 2855 loss: 1.7026 2022/12/07 05:28:00 - mmengine - INFO - Epoch(train) [57][ 900/5005] lr: 5.4993e-02 eta: 20:11:48 time: 0.2492 data_time: 0.0023 memory: 2855 loss: 1.6539 2022/12/07 05:28:25 - mmengine - INFO - Epoch(train) [57][1000/5005] lr: 5.4967e-02 eta: 20:11:27 time: 0.2475 data_time: 0.0023 memory: 2855 loss: 1.6609 2022/12/07 05:28:50 - mmengine - INFO - Epoch(train) [57][1100/5005] lr: 5.4940e-02 eta: 20:11:07 time: 0.2552 data_time: 0.0024 memory: 2855 loss: 1.6833 2022/12/07 05:29:15 - mmengine - INFO - Epoch(train) [57][1200/5005] lr: 5.4914e-02 eta: 20:10:47 time: 0.2475 data_time: 0.0024 memory: 2855 loss: 1.6571 2022/12/07 05:29:40 - mmengine - INFO - Epoch(train) [57][1300/5005] lr: 5.4888e-02 eta: 20:10:26 time: 0.2516 data_time: 0.0020 memory: 2855 loss: 1.7027 2022/12/07 05:30:05 - mmengine - INFO - Epoch(train) [57][1400/5005] lr: 5.4862e-02 eta: 20:10:06 time: 0.2533 data_time: 0.0020 memory: 2855 loss: 1.6265 2022/12/07 05:30:30 - mmengine - INFO - Epoch(train) [57][1500/5005] lr: 5.4836e-02 eta: 20:09:45 time: 0.2522 data_time: 0.0023 memory: 2855 loss: 1.7481 2022/12/07 05:30:55 - mmengine - INFO - Epoch(train) [57][1600/5005] lr: 5.4810e-02 eta: 20:09:25 time: 0.2447 data_time: 0.0019 memory: 2855 loss: 1.4997 2022/12/07 05:31:20 - mmengine - INFO - Epoch(train) [57][1700/5005] lr: 5.4784e-02 eta: 20:09:05 time: 0.2438 data_time: 0.0018 memory: 2855 loss: 1.7617 2022/12/07 05:31:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:31:44 - mmengine - INFO - Epoch(train) [57][1800/5005] lr: 5.4758e-02 eta: 20:08:43 time: 0.1790 data_time: 0.0036 memory: 2855 loss: 1.8673 2022/12/07 05:32:07 - mmengine - INFO - Epoch(train) [57][1900/5005] lr: 5.4732e-02 eta: 20:08:20 time: 0.2497 data_time: 0.0029 memory: 2855 loss: 1.6560 2022/12/07 05:32:32 - mmengine - INFO - Epoch(train) [57][2000/5005] lr: 5.4706e-02 eta: 20:08:00 time: 0.2439 data_time: 0.0018 memory: 2855 loss: 1.7303 2022/12/07 05:32:57 - mmengine - INFO - Epoch(train) [57][2100/5005] lr: 5.4680e-02 eta: 20:07:39 time: 0.2484 data_time: 0.0019 memory: 2855 loss: 1.7211 2022/12/07 05:33:22 - mmengine - INFO - Epoch(train) [57][2200/5005] lr: 5.4654e-02 eta: 20:07:19 time: 0.2495 data_time: 0.0021 memory: 2855 loss: 1.7669 2022/12/07 05:33:47 - mmengine - INFO - Epoch(train) [57][2300/5005] lr: 5.4628e-02 eta: 20:06:59 time: 0.2485 data_time: 0.0022 memory: 2855 loss: 1.8637 2022/12/07 05:34:11 - mmengine - INFO - Epoch(train) [57][2400/5005] lr: 5.4602e-02 eta: 20:06:38 time: 0.2486 data_time: 0.0021 memory: 2855 loss: 1.6833 2022/12/07 05:34:36 - mmengine - INFO - Epoch(train) [57][2500/5005] lr: 5.4576e-02 eta: 20:06:18 time: 0.2481 data_time: 0.0023 memory: 2855 loss: 1.6709 2022/12/07 05:35:01 - mmengine - INFO - Epoch(train) [57][2600/5005] lr: 5.4550e-02 eta: 20:05:57 time: 0.2497 data_time: 0.0024 memory: 2855 loss: 1.6673 2022/12/07 05:35:26 - mmengine - INFO - Epoch(train) [57][2700/5005] lr: 5.4524e-02 eta: 20:05:37 time: 0.2501 data_time: 0.0022 memory: 2855 loss: 1.8196 2022/12/07 05:35:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:35:51 - mmengine - INFO - Epoch(train) [57][2800/5005] lr: 5.4498e-02 eta: 20:05:16 time: 0.2491 data_time: 0.0024 memory: 2855 loss: 1.8196 2022/12/07 05:36:16 - mmengine - INFO - Epoch(train) [57][2900/5005] lr: 5.4472e-02 eta: 20:04:56 time: 0.2456 data_time: 0.0022 memory: 2855 loss: 1.8071 2022/12/07 05:36:41 - mmengine - INFO - Epoch(train) [57][3000/5005] lr: 5.4446e-02 eta: 20:04:35 time: 0.2508 data_time: 0.0019 memory: 2855 loss: 1.5379 2022/12/07 05:37:06 - mmengine - INFO - Epoch(train) [57][3100/5005] lr: 5.4420e-02 eta: 20:04:15 time: 0.2497 data_time: 0.0021 memory: 2855 loss: 1.7748 2022/12/07 05:37:31 - mmengine - INFO - Epoch(train) [57][3200/5005] lr: 5.4394e-02 eta: 20:03:54 time: 0.2482 data_time: 0.0015 memory: 2855 loss: 1.7808 2022/12/07 05:37:52 - mmengine - INFO - Epoch(train) [57][3300/5005] lr: 5.4368e-02 eta: 20:03:30 time: 0.2886 data_time: 0.0082 memory: 2855 loss: 1.5468 2022/12/07 05:38:17 - mmengine - INFO - Epoch(train) [57][3400/5005] lr: 5.4342e-02 eta: 20:03:09 time: 0.2495 data_time: 0.0017 memory: 2855 loss: 1.7869 2022/12/07 05:38:42 - mmengine - INFO - Epoch(train) [57][3500/5005] lr: 5.4315e-02 eta: 20:02:49 time: 0.2578 data_time: 0.0018 memory: 2855 loss: 1.7552 2022/12/07 05:39:07 - mmengine - INFO - Epoch(train) [57][3600/5005] lr: 5.4289e-02 eta: 20:02:28 time: 0.2512 data_time: 0.0025 memory: 2855 loss: 1.7221 2022/12/07 05:39:32 - mmengine - INFO - Epoch(train) [57][3700/5005] lr: 5.4263e-02 eta: 20:02:08 time: 0.2530 data_time: 0.0019 memory: 2855 loss: 1.6571 2022/12/07 05:39:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:39:57 - mmengine - INFO - Epoch(train) [57][3800/5005] lr: 5.4237e-02 eta: 20:01:48 time: 0.2512 data_time: 0.0019 memory: 2855 loss: 1.5354 2022/12/07 05:40:22 - mmengine - INFO - Epoch(train) [57][3900/5005] lr: 5.4211e-02 eta: 20:01:27 time: 0.2412 data_time: 0.0022 memory: 2855 loss: 1.5932 2022/12/07 05:40:47 - mmengine - INFO - Epoch(train) [57][4000/5005] lr: 5.4185e-02 eta: 20:01:06 time: 0.2482 data_time: 0.0018 memory: 2855 loss: 1.7520 2022/12/07 05:41:12 - mmengine - INFO - Epoch(train) [57][4100/5005] lr: 5.4159e-02 eta: 20:00:46 time: 0.2514 data_time: 0.0025 memory: 2855 loss: 1.9651 2022/12/07 05:41:37 - mmengine - INFO - Epoch(train) [57][4200/5005] lr: 5.4133e-02 eta: 20:00:26 time: 0.2529 data_time: 0.0019 memory: 2855 loss: 1.4367 2022/12/07 05:42:02 - mmengine - INFO - Epoch(train) [57][4300/5005] lr: 5.4107e-02 eta: 20:00:05 time: 0.2525 data_time: 0.0021 memory: 2855 loss: 1.8771 2022/12/07 05:42:27 - mmengine - INFO - Epoch(train) [57][4400/5005] lr: 5.4081e-02 eta: 19:59:45 time: 0.2495 data_time: 0.0026 memory: 2855 loss: 1.7459 2022/12/07 05:42:52 - mmengine - INFO - Epoch(train) [57][4500/5005] lr: 5.4055e-02 eta: 19:59:24 time: 0.2481 data_time: 0.0024 memory: 2855 loss: 1.7018 2022/12/07 05:43:17 - mmengine - INFO - Epoch(train) [57][4600/5005] lr: 5.4029e-02 eta: 19:59:04 time: 0.2480 data_time: 0.0015 memory: 2855 loss: 1.4095 2022/12/07 05:43:39 - mmengine - INFO - Epoch(train) [57][4700/5005] lr: 5.4003e-02 eta: 19:58:40 time: 0.1653 data_time: 0.0039 memory: 2855 loss: 1.6773 2022/12/07 05:43:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:44:03 - mmengine - INFO - Epoch(train) [57][4800/5005] lr: 5.3977e-02 eta: 19:58:19 time: 0.2358 data_time: 0.0020 memory: 2855 loss: 1.7189 2022/12/07 05:44:28 - mmengine - INFO - Epoch(train) [57][4900/5005] lr: 5.3951e-02 eta: 19:57:59 time: 0.2476 data_time: 0.0018 memory: 2855 loss: 1.5550 2022/12/07 05:44:53 - mmengine - INFO - Epoch(train) [57][5000/5005] lr: 5.3925e-02 eta: 19:57:38 time: 0.2503 data_time: 0.0029 memory: 2855 loss: 1.6106 2022/12/07 05:44:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:44:54 - mmengine - INFO - Saving checkpoint at 57 epochs 2022/12/07 05:45:03 - mmengine - INFO - Epoch(val) [57][100/196] eta: 0:00:06 time: 0.0588 data_time: 0.0198 memory: 2855 2022/12/07 05:45:19 - mmengine - INFO - Epoch(val) [57][196/196] accuracy/top1: 65.4500 accuracy/top5: 87.1420 2022/12/07 05:45:45 - mmengine - INFO - Epoch(train) [58][ 100/5005] lr: 5.3897e-02 eta: 19:57:17 time: 0.2528 data_time: 0.0019 memory: 2855 loss: 1.5605 2022/12/07 05:46:10 - mmengine - INFO - Epoch(train) [58][ 200/5005] lr: 5.3871e-02 eta: 19:56:56 time: 0.2423 data_time: 0.0020 memory: 2855 loss: 1.7867 2022/12/07 05:46:34 - mmengine - INFO - Epoch(train) [58][ 300/5005] lr: 5.3845e-02 eta: 19:56:36 time: 0.2432 data_time: 0.0019 memory: 2855 loss: 1.7687 2022/12/07 05:46:59 - mmengine - INFO - Epoch(train) [58][ 400/5005] lr: 5.3819e-02 eta: 19:56:15 time: 0.2511 data_time: 0.0020 memory: 2855 loss: 1.5865 2022/12/07 05:47:24 - mmengine - INFO - Epoch(train) [58][ 500/5005] lr: 5.3793e-02 eta: 19:55:55 time: 0.2428 data_time: 0.0023 memory: 2855 loss: 1.7148 2022/12/07 05:47:50 - mmengine - INFO - Epoch(train) [58][ 600/5005] lr: 5.3767e-02 eta: 19:55:34 time: 0.2498 data_time: 0.0024 memory: 2855 loss: 1.6870 2022/12/07 05:48:14 - mmengine - INFO - Epoch(train) [58][ 700/5005] lr: 5.3741e-02 eta: 19:55:14 time: 0.2406 data_time: 0.0022 memory: 2855 loss: 1.7196 2022/12/07 05:48:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:48:39 - mmengine - INFO - Epoch(train) [58][ 800/5005] lr: 5.3715e-02 eta: 19:54:53 time: 0.2520 data_time: 0.0019 memory: 2855 loss: 1.6894 2022/12/07 05:49:04 - mmengine - INFO - Epoch(train) [58][ 900/5005] lr: 5.3689e-02 eta: 19:54:33 time: 0.2531 data_time: 0.0016 memory: 2855 loss: 1.7958 2022/12/07 05:49:28 - mmengine - INFO - Epoch(train) [58][1000/5005] lr: 5.3662e-02 eta: 19:54:11 time: 0.1597 data_time: 0.0069 memory: 2855 loss: 1.6352 2022/12/07 05:49:52 - mmengine - INFO - Epoch(train) [58][1100/5005] lr: 5.3636e-02 eta: 19:53:49 time: 0.2406 data_time: 0.0019 memory: 2855 loss: 1.6962 2022/12/07 05:50:17 - mmengine - INFO - Epoch(train) [58][1200/5005] lr: 5.3610e-02 eta: 19:53:28 time: 0.2461 data_time: 0.0019 memory: 2855 loss: 1.9384 2022/12/07 05:50:41 - mmengine - INFO - Epoch(train) [58][1300/5005] lr: 5.3584e-02 eta: 19:53:08 time: 0.2494 data_time: 0.0018 memory: 2855 loss: 1.5264 2022/12/07 05:51:06 - mmengine - INFO - Epoch(train) [58][1400/5005] lr: 5.3558e-02 eta: 19:52:47 time: 0.2503 data_time: 0.0019 memory: 2855 loss: 1.8110 2022/12/07 05:51:31 - mmengine - INFO - Epoch(train) [58][1500/5005] lr: 5.3532e-02 eta: 19:52:26 time: 0.2523 data_time: 0.0020 memory: 2855 loss: 1.6964 2022/12/07 05:51:56 - mmengine - INFO - Epoch(train) [58][1600/5005] lr: 5.3506e-02 eta: 19:52:06 time: 0.2524 data_time: 0.0020 memory: 2855 loss: 1.9028 2022/12/07 05:52:21 - mmengine - INFO - Epoch(train) [58][1700/5005] lr: 5.3480e-02 eta: 19:51:45 time: 0.2446 data_time: 0.0021 memory: 2855 loss: 1.5696 2022/12/07 05:52:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:52:46 - mmengine - INFO - Epoch(train) [58][1800/5005] lr: 5.3454e-02 eta: 19:51:25 time: 0.2415 data_time: 0.0020 memory: 2855 loss: 1.6672 2022/12/07 05:53:11 - mmengine - INFO - Epoch(train) [58][1900/5005] lr: 5.3428e-02 eta: 19:51:04 time: 0.2442 data_time: 0.0024 memory: 2855 loss: 1.8012 2022/12/07 05:53:36 - mmengine - INFO - Epoch(train) [58][2000/5005] lr: 5.3402e-02 eta: 19:50:43 time: 0.2436 data_time: 0.0022 memory: 2855 loss: 1.6473 2022/12/07 05:54:01 - mmengine - INFO - Epoch(train) [58][2100/5005] lr: 5.3375e-02 eta: 19:50:23 time: 0.2398 data_time: 0.0021 memory: 2855 loss: 1.7450 2022/12/07 05:54:26 - mmengine - INFO - Epoch(train) [58][2200/5005] lr: 5.3349e-02 eta: 19:50:02 time: 0.2502 data_time: 0.0022 memory: 2855 loss: 1.8640 2022/12/07 05:54:51 - mmengine - INFO - Epoch(train) [58][2300/5005] lr: 5.3323e-02 eta: 19:49:42 time: 0.2496 data_time: 0.0017 memory: 2855 loss: 1.8218 2022/12/07 05:55:15 - mmengine - INFO - Epoch(train) [58][2400/5005] lr: 5.3297e-02 eta: 19:49:21 time: 0.2508 data_time: 0.0015 memory: 2855 loss: 1.5977 2022/12/07 05:55:38 - mmengine - INFO - Epoch(train) [58][2500/5005] lr: 5.3271e-02 eta: 19:48:57 time: 0.2696 data_time: 0.0065 memory: 2855 loss: 1.7421 2022/12/07 05:56:03 - mmengine - INFO - Epoch(train) [58][2600/5005] lr: 5.3245e-02 eta: 19:48:37 time: 0.2466 data_time: 0.0021 memory: 2855 loss: 1.5909 2022/12/07 05:56:27 - mmengine - INFO - Epoch(train) [58][2700/5005] lr: 5.3219e-02 eta: 19:48:16 time: 0.2483 data_time: 0.0021 memory: 2855 loss: 1.6869 2022/12/07 05:56:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 05:56:52 - mmengine - INFO - Epoch(train) [58][2800/5005] lr: 5.3193e-02 eta: 19:47:56 time: 0.2498 data_time: 0.0022 memory: 2855 loss: 1.6502 2022/12/07 05:57:17 - mmengine - INFO - Epoch(train) [58][2900/5005] lr: 5.3167e-02 eta: 19:47:35 time: 0.2531 data_time: 0.0021 memory: 2855 loss: 1.8894 2022/12/07 05:57:43 - mmengine - INFO - Epoch(train) [58][3000/5005] lr: 5.3141e-02 eta: 19:47:15 time: 0.2448 data_time: 0.0022 memory: 2855 loss: 1.6386 2022/12/07 05:58:07 - mmengine - INFO - Epoch(train) [58][3100/5005] lr: 5.3114e-02 eta: 19:46:54 time: 0.2508 data_time: 0.0022 memory: 2855 loss: 1.6316 2022/12/07 05:58:32 - mmengine - INFO - Epoch(train) [58][3200/5005] lr: 5.3088e-02 eta: 19:46:33 time: 0.2501 data_time: 0.0025 memory: 2855 loss: 1.7545 2022/12/07 05:58:57 - mmengine - INFO - Epoch(train) [58][3300/5005] lr: 5.3062e-02 eta: 19:46:13 time: 0.2405 data_time: 0.0023 memory: 2855 loss: 1.5382 2022/12/07 05:59:22 - mmengine - INFO - Epoch(train) [58][3400/5005] lr: 5.3036e-02 eta: 19:45:52 time: 0.2486 data_time: 0.0026 memory: 2855 loss: 1.5629 2022/12/07 05:59:47 - mmengine - INFO - Epoch(train) [58][3500/5005] lr: 5.3010e-02 eta: 19:45:31 time: 0.2464 data_time: 0.0022 memory: 2855 loss: 1.5640 2022/12/07 06:00:12 - mmengine - INFO - Epoch(train) [58][3600/5005] lr: 5.2984e-02 eta: 19:45:11 time: 0.2505 data_time: 0.0022 memory: 2855 loss: 1.7162 2022/12/07 06:00:37 - mmengine - INFO - Epoch(train) [58][3700/5005] lr: 5.2958e-02 eta: 19:44:50 time: 0.2498 data_time: 0.0023 memory: 2855 loss: 1.7227 2022/12/07 06:00:41 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:01:02 - mmengine - INFO - Epoch(train) [58][3800/5005] lr: 5.2932e-02 eta: 19:44:30 time: 0.2543 data_time: 0.0016 memory: 2855 loss: 1.6536 2022/12/07 06:01:24 - mmengine - INFO - Epoch(train) [58][3900/5005] lr: 5.2906e-02 eta: 19:44:06 time: 0.1826 data_time: 0.0049 memory: 2855 loss: 1.5239 2022/12/07 06:01:50 - mmengine - INFO - Epoch(train) [58][4000/5005] lr: 5.2880e-02 eta: 19:43:46 time: 0.2510 data_time: 0.0018 memory: 2855 loss: 1.6436 2022/12/07 06:02:15 - mmengine - INFO - Epoch(train) [58][4100/5005] lr: 5.2853e-02 eta: 19:43:25 time: 0.2510 data_time: 0.0021 memory: 2855 loss: 1.6849 2022/12/07 06:02:39 - mmengine - INFO - Epoch(train) [58][4200/5005] lr: 5.2827e-02 eta: 19:43:05 time: 0.2404 data_time: 0.0019 memory: 2855 loss: 1.7664 2022/12/07 06:03:04 - mmengine - INFO - Epoch(train) [58][4300/5005] lr: 5.2801e-02 eta: 19:42:44 time: 0.2518 data_time: 0.0022 memory: 2855 loss: 1.6963 2022/12/07 06:03:29 - mmengine - INFO - Epoch(train) [58][4400/5005] lr: 5.2775e-02 eta: 19:42:23 time: 0.2426 data_time: 0.0024 memory: 2855 loss: 1.8232 2022/12/07 06:03:54 - mmengine - INFO - Epoch(train) [58][4500/5005] lr: 5.2749e-02 eta: 19:42:03 time: 0.2485 data_time: 0.0025 memory: 2855 loss: 1.7581 2022/12/07 06:04:19 - mmengine - INFO - Epoch(train) [58][4600/5005] lr: 5.2723e-02 eta: 19:41:42 time: 0.2519 data_time: 0.0021 memory: 2855 loss: 1.7176 2022/12/07 06:04:44 - mmengine - INFO - Epoch(train) [58][4700/5005] lr: 5.2697e-02 eta: 19:41:21 time: 0.2513 data_time: 0.0022 memory: 2855 loss: 1.7895 2022/12/07 06:04:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:05:09 - mmengine - INFO - Epoch(train) [58][4800/5005] lr: 5.2671e-02 eta: 19:41:01 time: 0.2416 data_time: 0.0022 memory: 2855 loss: 1.8707 2022/12/07 06:05:34 - mmengine - INFO - Epoch(train) [58][4900/5005] lr: 5.2644e-02 eta: 19:40:40 time: 0.2484 data_time: 0.0023 memory: 2855 loss: 1.8489 2022/12/07 06:05:59 - mmengine - INFO - Epoch(train) [58][5000/5005] lr: 5.2618e-02 eta: 19:40:19 time: 0.2437 data_time: 0.0034 memory: 2855 loss: 1.7111 2022/12/07 06:06:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:06:00 - mmengine - INFO - Saving checkpoint at 58 epochs 2022/12/07 06:06:09 - mmengine - INFO - Epoch(val) [58][100/196] eta: 0:00:06 time: 0.0769 data_time: 0.0358 memory: 2855 2022/12/07 06:06:25 - mmengine - INFO - Epoch(val) [58][196/196] accuracy/top1: 65.2580 accuracy/top5: 87.1440 2022/12/07 06:06:51 - mmengine - INFO - Epoch(train) [59][ 100/5005] lr: 5.2591e-02 eta: 19:39:58 time: 0.2438 data_time: 0.0017 memory: 2855 loss: 1.6789 2022/12/07 06:07:13 - mmengine - INFO - Epoch(train) [59][ 200/5005] lr: 5.2565e-02 eta: 19:39:35 time: 0.1674 data_time: 0.0055 memory: 2855 loss: 1.6400 2022/12/07 06:07:37 - mmengine - INFO - Epoch(train) [59][ 300/5005] lr: 5.2539e-02 eta: 19:39:13 time: 0.2500 data_time: 0.0020 memory: 2855 loss: 1.8923 2022/12/07 06:08:02 - mmengine - INFO - Epoch(train) [59][ 400/5005] lr: 5.2513e-02 eta: 19:38:52 time: 0.2523 data_time: 0.0019 memory: 2855 loss: 1.7204 2022/12/07 06:08:27 - mmengine - INFO - Epoch(train) [59][ 500/5005] lr: 5.2486e-02 eta: 19:38:32 time: 0.2493 data_time: 0.0022 memory: 2855 loss: 1.6732 2022/12/07 06:08:52 - mmengine - INFO - Epoch(train) [59][ 600/5005] lr: 5.2460e-02 eta: 19:38:11 time: 0.2496 data_time: 0.0022 memory: 2855 loss: 1.6700 2022/12/07 06:09:17 - mmengine - INFO - Epoch(train) [59][ 700/5005] lr: 5.2434e-02 eta: 19:37:50 time: 0.2452 data_time: 0.0021 memory: 2855 loss: 1.3783 2022/12/07 06:09:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:09:42 - mmengine - INFO - Epoch(train) [59][ 800/5005] lr: 5.2408e-02 eta: 19:37:30 time: 0.2519 data_time: 0.0022 memory: 2855 loss: 1.7858 2022/12/07 06:10:07 - mmengine - INFO - Epoch(train) [59][ 900/5005] lr: 5.2382e-02 eta: 19:37:09 time: 0.2443 data_time: 0.0021 memory: 2855 loss: 1.7560 2022/12/07 06:10:32 - mmengine - INFO - Epoch(train) [59][1000/5005] lr: 5.2356e-02 eta: 19:36:48 time: 0.2474 data_time: 0.0022 memory: 2855 loss: 1.6243 2022/12/07 06:10:57 - mmengine - INFO - Epoch(train) [59][1100/5005] lr: 5.2330e-02 eta: 19:36:28 time: 0.2490 data_time: 0.0025 memory: 2855 loss: 1.8407 2022/12/07 06:11:22 - mmengine - INFO - Epoch(train) [59][1200/5005] lr: 5.2304e-02 eta: 19:36:07 time: 0.2429 data_time: 0.0023 memory: 2855 loss: 1.6821 2022/12/07 06:11:47 - mmengine - INFO - Epoch(train) [59][1300/5005] lr: 5.2277e-02 eta: 19:35:46 time: 0.2452 data_time: 0.0020 memory: 2855 loss: 1.7762 2022/12/07 06:12:11 - mmengine - INFO - Epoch(train) [59][1400/5005] lr: 5.2251e-02 eta: 19:35:26 time: 0.2512 data_time: 0.0023 memory: 2855 loss: 1.8138 2022/12/07 06:12:36 - mmengine - INFO - Epoch(train) [59][1500/5005] lr: 5.2225e-02 eta: 19:35:05 time: 0.2486 data_time: 0.0016 memory: 2855 loss: 1.6438 2022/12/07 06:13:01 - mmengine - INFO - Epoch(train) [59][1600/5005] lr: 5.2199e-02 eta: 19:34:44 time: 0.2462 data_time: 0.0016 memory: 2855 loss: 1.6181 2022/12/07 06:13:23 - mmengine - INFO - Epoch(train) [59][1700/5005] lr: 5.2173e-02 eta: 19:34:20 time: 0.2529 data_time: 0.0044 memory: 2855 loss: 1.5547 2022/12/07 06:13:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:13:48 - mmengine - INFO - Epoch(train) [59][1800/5005] lr: 5.2147e-02 eta: 19:33:59 time: 0.2456 data_time: 0.0020 memory: 2855 loss: 1.6532 2022/12/07 06:14:13 - mmengine - INFO - Epoch(train) [59][1900/5005] lr: 5.2121e-02 eta: 19:33:39 time: 0.2489 data_time: 0.0019 memory: 2855 loss: 1.7582 2022/12/07 06:14:38 - mmengine - INFO - Epoch(train) [59][2000/5005] lr: 5.2095e-02 eta: 19:33:18 time: 0.2494 data_time: 0.0020 memory: 2855 loss: 1.7245 2022/12/07 06:15:03 - mmengine - INFO - Epoch(train) [59][2100/5005] lr: 5.2068e-02 eta: 19:32:57 time: 0.2458 data_time: 0.0024 memory: 2855 loss: 1.7036 2022/12/07 06:15:28 - mmengine - INFO - Epoch(train) [59][2200/5005] lr: 5.2042e-02 eta: 19:32:36 time: 0.2488 data_time: 0.0022 memory: 2855 loss: 1.6002 2022/12/07 06:15:52 - mmengine - INFO - Epoch(train) [59][2300/5005] lr: 5.2016e-02 eta: 19:32:15 time: 0.2409 data_time: 0.0022 memory: 2855 loss: 1.8145 2022/12/07 06:16:18 - mmengine - INFO - Epoch(train) [59][2400/5005] lr: 5.1990e-02 eta: 19:31:55 time: 0.2487 data_time: 0.0020 memory: 2855 loss: 1.7081 2022/12/07 06:16:42 - mmengine - INFO - Epoch(train) [59][2500/5005] lr: 5.1964e-02 eta: 19:31:34 time: 0.2519 data_time: 0.0023 memory: 2855 loss: 1.5013 2022/12/07 06:17:07 - mmengine - INFO - Epoch(train) [59][2600/5005] lr: 5.1938e-02 eta: 19:31:13 time: 0.2496 data_time: 0.0022 memory: 2855 loss: 1.4533 2022/12/07 06:17:33 - mmengine - INFO - Epoch(train) [59][2700/5005] lr: 5.1912e-02 eta: 19:30:53 time: 0.2553 data_time: 0.0023 memory: 2855 loss: 1.5602 2022/12/07 06:17:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:17:58 - mmengine - INFO - Epoch(train) [59][2800/5005] lr: 5.1886e-02 eta: 19:30:32 time: 0.2467 data_time: 0.0026 memory: 2855 loss: 1.5682 2022/12/07 06:18:22 - mmengine - INFO - Epoch(train) [59][2900/5005] lr: 5.1859e-02 eta: 19:30:11 time: 0.2488 data_time: 0.0023 memory: 2855 loss: 1.7149 2022/12/07 06:18:47 - mmengine - INFO - Epoch(train) [59][3000/5005] lr: 5.1833e-02 eta: 19:29:51 time: 0.2465 data_time: 0.0016 memory: 2855 loss: 1.7228 2022/12/07 06:19:09 - mmengine - INFO - Epoch(train) [59][3100/5005] lr: 5.1807e-02 eta: 19:29:27 time: 0.3034 data_time: 0.0072 memory: 2855 loss: 1.6916 2022/12/07 06:19:35 - mmengine - INFO - Epoch(train) [59][3200/5005] lr: 5.1781e-02 eta: 19:29:07 time: 0.2525 data_time: 0.0020 memory: 2855 loss: 1.8401 2022/12/07 06:20:00 - mmengine - INFO - Epoch(train) [59][3300/5005] lr: 5.1755e-02 eta: 19:28:46 time: 0.2532 data_time: 0.0021 memory: 2855 loss: 1.7514 2022/12/07 06:20:25 - mmengine - INFO - Epoch(train) [59][3400/5005] lr: 5.1729e-02 eta: 19:28:25 time: 0.2482 data_time: 0.0020 memory: 2855 loss: 1.7825 2022/12/07 06:20:50 - mmengine - INFO - Epoch(train) [59][3500/5005] lr: 5.1703e-02 eta: 19:28:05 time: 0.2490 data_time: 0.0021 memory: 2855 loss: 1.7781 2022/12/07 06:21:15 - mmengine - INFO - Epoch(train) [59][3600/5005] lr: 5.1676e-02 eta: 19:27:44 time: 0.2437 data_time: 0.0022 memory: 2855 loss: 1.7312 2022/12/07 06:21:40 - mmengine - INFO - Epoch(train) [59][3700/5005] lr: 5.1650e-02 eta: 19:27:23 time: 0.2496 data_time: 0.0022 memory: 2855 loss: 1.6468 2022/12/07 06:21:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:22:05 - mmengine - INFO - Epoch(train) [59][3800/5005] lr: 5.1624e-02 eta: 19:27:03 time: 0.2495 data_time: 0.0022 memory: 2855 loss: 1.7259 2022/12/07 06:22:30 - mmengine - INFO - Epoch(train) [59][3900/5005] lr: 5.1598e-02 eta: 19:26:42 time: 0.2492 data_time: 0.0022 memory: 2855 loss: 1.7061 2022/12/07 06:22:55 - mmengine - INFO - Epoch(train) [59][4000/5005] lr: 5.1572e-02 eta: 19:26:21 time: 0.2478 data_time: 0.0022 memory: 2855 loss: 1.6116 2022/12/07 06:23:20 - mmengine - INFO - Epoch(train) [59][4100/5005] lr: 5.1546e-02 eta: 19:26:00 time: 0.2518 data_time: 0.0025 memory: 2855 loss: 1.9079 2022/12/07 06:23:45 - mmengine - INFO - Epoch(train) [59][4200/5005] lr: 5.1520e-02 eta: 19:25:39 time: 0.2521 data_time: 0.0023 memory: 2855 loss: 1.5468 2022/12/07 06:24:10 - mmengine - INFO - Epoch(train) [59][4300/5005] lr: 5.1493e-02 eta: 19:25:19 time: 0.2417 data_time: 0.0022 memory: 2855 loss: 1.8610 2022/12/07 06:24:35 - mmengine - INFO - Epoch(train) [59][4400/5005] lr: 5.1467e-02 eta: 19:24:58 time: 0.2435 data_time: 0.0016 memory: 2855 loss: 1.5678 2022/12/07 06:24:58 - mmengine - INFO - Epoch(train) [59][4500/5005] lr: 5.1441e-02 eta: 19:24:35 time: 0.1664 data_time: 0.0066 memory: 2855 loss: 1.7189 2022/12/07 06:25:21 - mmengine - INFO - Epoch(train) [59][4600/5005] lr: 5.1415e-02 eta: 19:24:13 time: 0.2488 data_time: 0.0021 memory: 2855 loss: 1.6592 2022/12/07 06:25:46 - mmengine - INFO - Epoch(train) [59][4700/5005] lr: 5.1389e-02 eta: 19:23:52 time: 0.2481 data_time: 0.0019 memory: 2855 loss: 1.7773 2022/12/07 06:25:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:26:11 - mmengine - INFO - Epoch(train) [59][4800/5005] lr: 5.1363e-02 eta: 19:23:31 time: 0.2446 data_time: 0.0018 memory: 2855 loss: 1.6193 2022/12/07 06:26:36 - mmengine - INFO - Epoch(train) [59][4900/5005] lr: 5.1337e-02 eta: 19:23:11 time: 0.2507 data_time: 0.0019 memory: 2855 loss: 1.7146 2022/12/07 06:27:01 - mmengine - INFO - Epoch(train) [59][5000/5005] lr: 5.1310e-02 eta: 19:22:50 time: 0.2512 data_time: 0.0035 memory: 2855 loss: 1.8015 2022/12/07 06:27:02 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:27:02 - mmengine - INFO - Saving checkpoint at 59 epochs 2022/12/07 06:27:11 - mmengine - INFO - Epoch(val) [59][100/196] eta: 0:00:06 time: 0.0664 data_time: 0.0228 memory: 2855 2022/12/07 06:27:27 - mmengine - INFO - Epoch(val) [59][196/196] accuracy/top1: 65.8940 accuracy/top5: 87.3460 2022/12/07 06:27:53 - mmengine - INFO - Epoch(train) [60][ 100/5005] lr: 5.1283e-02 eta: 19:22:28 time: 0.2516 data_time: 0.0022 memory: 2855 loss: 1.6334 2022/12/07 06:28:18 - mmengine - INFO - Epoch(train) [60][ 200/5005] lr: 5.1257e-02 eta: 19:22:07 time: 0.2428 data_time: 0.0022 memory: 2855 loss: 1.6476 2022/12/07 06:28:42 - mmengine - INFO - Epoch(train) [60][ 300/5005] lr: 5.1231e-02 eta: 19:21:46 time: 0.2503 data_time: 0.0020 memory: 2855 loss: 1.6374 2022/12/07 06:29:07 - mmengine - INFO - Epoch(train) [60][ 400/5005] lr: 5.1205e-02 eta: 19:21:26 time: 0.2515 data_time: 0.0025 memory: 2855 loss: 1.6357 2022/12/07 06:29:32 - mmengine - INFO - Epoch(train) [60][ 500/5005] lr: 5.1178e-02 eta: 19:21:05 time: 0.2444 data_time: 0.0021 memory: 2855 loss: 1.7321 2022/12/07 06:29:57 - mmengine - INFO - Epoch(train) [60][ 600/5005] lr: 5.1152e-02 eta: 19:20:44 time: 0.2450 data_time: 0.0021 memory: 2855 loss: 1.4775 2022/12/07 06:30:22 - mmengine - INFO - Epoch(train) [60][ 700/5005] lr: 5.1126e-02 eta: 19:20:23 time: 0.2450 data_time: 0.0016 memory: 2855 loss: 1.5861 2022/12/07 06:30:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:30:46 - mmengine - INFO - Epoch(train) [60][ 800/5005] lr: 5.1100e-02 eta: 19:20:01 time: 0.1698 data_time: 0.0075 memory: 2855 loss: 1.5840 2022/12/07 06:31:10 - mmengine - INFO - Epoch(train) [60][ 900/5005] lr: 5.1074e-02 eta: 19:19:39 time: 0.2485 data_time: 0.0022 memory: 2855 loss: 1.9309 2022/12/07 06:31:35 - mmengine - INFO - Epoch(train) [60][1000/5005] lr: 5.1048e-02 eta: 19:19:18 time: 0.2496 data_time: 0.0018 memory: 2855 loss: 1.7801 2022/12/07 06:32:00 - mmengine - INFO - Epoch(train) [60][1100/5005] lr: 5.1021e-02 eta: 19:18:58 time: 0.2501 data_time: 0.0019 memory: 2855 loss: 1.9526 2022/12/07 06:32:25 - mmengine - INFO - Epoch(train) [60][1200/5005] lr: 5.0995e-02 eta: 19:18:37 time: 0.2474 data_time: 0.0022 memory: 2855 loss: 1.7770 2022/12/07 06:32:50 - mmengine - INFO - Epoch(train) [60][1300/5005] lr: 5.0969e-02 eta: 19:18:16 time: 0.2439 data_time: 0.0020 memory: 2855 loss: 1.6977 2022/12/07 06:33:15 - mmengine - INFO - Epoch(train) [60][1400/5005] lr: 5.0943e-02 eta: 19:17:55 time: 0.2391 data_time: 0.0020 memory: 2855 loss: 1.5711 2022/12/07 06:33:40 - mmengine - INFO - Epoch(train) [60][1500/5005] lr: 5.0917e-02 eta: 19:17:34 time: 0.2477 data_time: 0.0024 memory: 2855 loss: 1.8139 2022/12/07 06:34:05 - mmengine - INFO - Epoch(train) [60][1600/5005] lr: 5.0891e-02 eta: 19:17:14 time: 0.2497 data_time: 0.0023 memory: 2855 loss: 1.6954 2022/12/07 06:34:30 - mmengine - INFO - Epoch(train) [60][1700/5005] lr: 5.0865e-02 eta: 19:16:53 time: 0.2463 data_time: 0.0024 memory: 2855 loss: 1.8152 2022/12/07 06:34:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:34:55 - mmengine - INFO - Epoch(train) [60][1800/5005] lr: 5.0838e-02 eta: 19:16:32 time: 0.2450 data_time: 0.0020 memory: 2855 loss: 1.8081 2022/12/07 06:35:20 - mmengine - INFO - Epoch(train) [60][1900/5005] lr: 5.0812e-02 eta: 19:16:11 time: 0.2505 data_time: 0.0023 memory: 2855 loss: 1.7576 2022/12/07 06:35:45 - mmengine - INFO - Epoch(train) [60][2000/5005] lr: 5.0786e-02 eta: 19:15:50 time: 0.2526 data_time: 0.0023 memory: 2855 loss: 1.8396 2022/12/07 06:36:09 - mmengine - INFO - Epoch(train) [60][2100/5005] lr: 5.0760e-02 eta: 19:15:29 time: 0.2453 data_time: 0.0016 memory: 2855 loss: 1.5365 2022/12/07 06:36:34 - mmengine - INFO - Epoch(train) [60][2200/5005] lr: 5.0734e-02 eta: 19:15:08 time: 0.2499 data_time: 0.0016 memory: 2855 loss: 1.5203 2022/12/07 06:36:56 - mmengine - INFO - Epoch(train) [60][2300/5005] lr: 5.0708e-02 eta: 19:14:44 time: 0.2727 data_time: 0.0089 memory: 2855 loss: 1.6999 2022/12/07 06:37:21 - mmengine - INFO - Epoch(train) [60][2400/5005] lr: 5.0682e-02 eta: 19:14:24 time: 0.2429 data_time: 0.0020 memory: 2855 loss: 1.6600 2022/12/07 06:37:46 - mmengine - INFO - Epoch(train) [60][2500/5005] lr: 5.0655e-02 eta: 19:14:03 time: 0.2490 data_time: 0.0021 memory: 2855 loss: 1.5433 2022/12/07 06:38:11 - mmengine - INFO - Epoch(train) [60][2600/5005] lr: 5.0629e-02 eta: 19:13:42 time: 0.2511 data_time: 0.0022 memory: 2855 loss: 1.7020 2022/12/07 06:38:36 - mmengine - INFO - Epoch(train) [60][2700/5005] lr: 5.0603e-02 eta: 19:13:21 time: 0.2468 data_time: 0.0024 memory: 2855 loss: 1.6071 2022/12/07 06:38:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:39:01 - mmengine - INFO - Epoch(train) [60][2800/5005] lr: 5.0577e-02 eta: 19:13:00 time: 0.2512 data_time: 0.0023 memory: 2855 loss: 1.6475 2022/12/07 06:39:26 - mmengine - INFO - Epoch(train) [60][2900/5005] lr: 5.0551e-02 eta: 19:12:39 time: 0.2431 data_time: 0.0023 memory: 2855 loss: 1.8027 2022/12/07 06:39:51 - mmengine - INFO - Epoch(train) [60][3000/5005] lr: 5.0525e-02 eta: 19:12:19 time: 0.2499 data_time: 0.0020 memory: 2855 loss: 1.7290 2022/12/07 06:40:16 - mmengine - INFO - Epoch(train) [60][3100/5005] lr: 5.0498e-02 eta: 19:11:58 time: 0.2534 data_time: 0.0022 memory: 2855 loss: 1.7222 2022/12/07 06:40:41 - mmengine - INFO - Epoch(train) [60][3200/5005] lr: 5.0472e-02 eta: 19:11:37 time: 0.2480 data_time: 0.0021 memory: 2855 loss: 1.6282 2022/12/07 06:41:06 - mmengine - INFO - Epoch(train) [60][3300/5005] lr: 5.0446e-02 eta: 19:11:16 time: 0.2517 data_time: 0.0023 memory: 2855 loss: 1.6242 2022/12/07 06:41:31 - mmengine - INFO - Epoch(train) [60][3400/5005] lr: 5.0420e-02 eta: 19:10:55 time: 0.2520 data_time: 0.0021 memory: 2855 loss: 1.7745 2022/12/07 06:41:56 - mmengine - INFO - Epoch(train) [60][3500/5005] lr: 5.0394e-02 eta: 19:10:34 time: 0.2463 data_time: 0.0020 memory: 2855 loss: 1.7043 2022/12/07 06:42:21 - mmengine - INFO - Epoch(train) [60][3600/5005] lr: 5.0368e-02 eta: 19:10:14 time: 0.2480 data_time: 0.0016 memory: 2855 loss: 1.5581 2022/12/07 06:42:42 - mmengine - INFO - Epoch(train) [60][3700/5005] lr: 5.0342e-02 eta: 19:09:49 time: 0.1722 data_time: 0.0062 memory: 2855 loss: 1.6898 2022/12/07 06:42:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:43:08 - mmengine - INFO - Epoch(train) [60][3800/5005] lr: 5.0315e-02 eta: 19:09:29 time: 0.2515 data_time: 0.0020 memory: 2855 loss: 1.5975 2022/12/07 06:43:33 - mmengine - INFO - Epoch(train) [60][3900/5005] lr: 5.0289e-02 eta: 19:09:08 time: 0.2492 data_time: 0.0018 memory: 2855 loss: 1.9112 2022/12/07 06:43:58 - mmengine - INFO - Epoch(train) [60][4000/5005] lr: 5.0263e-02 eta: 19:08:47 time: 0.2478 data_time: 0.0022 memory: 2855 loss: 1.8223 2022/12/07 06:44:23 - mmengine - INFO - Epoch(train) [60][4100/5005] lr: 5.0237e-02 eta: 19:08:26 time: 0.2518 data_time: 0.0020 memory: 2855 loss: 1.7758 2022/12/07 06:44:48 - mmengine - INFO - Epoch(train) [60][4200/5005] lr: 5.0211e-02 eta: 19:08:06 time: 0.2518 data_time: 0.0023 memory: 2855 loss: 1.5225 2022/12/07 06:45:13 - mmengine - INFO - Epoch(train) [60][4300/5005] lr: 5.0185e-02 eta: 19:07:45 time: 0.2450 data_time: 0.0022 memory: 2855 loss: 1.6598 2022/12/07 06:45:38 - mmengine - INFO - Epoch(train) [60][4400/5005] lr: 5.0158e-02 eta: 19:07:24 time: 0.2493 data_time: 0.0023 memory: 2855 loss: 1.8265 2022/12/07 06:46:03 - mmengine - INFO - Epoch(train) [60][4500/5005] lr: 5.0132e-02 eta: 19:07:03 time: 0.2502 data_time: 0.0022 memory: 2855 loss: 1.6517 2022/12/07 06:46:28 - mmengine - INFO - Epoch(train) [60][4600/5005] lr: 5.0106e-02 eta: 19:06:42 time: 0.2506 data_time: 0.0023 memory: 2855 loss: 1.8970 2022/12/07 06:46:53 - mmengine - INFO - Epoch(train) [60][4700/5005] lr: 5.0080e-02 eta: 19:06:21 time: 0.2536 data_time: 0.0028 memory: 2855 loss: 1.6583 2022/12/07 06:46:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:47:18 - mmengine - INFO - Epoch(train) [60][4800/5005] lr: 5.0054e-02 eta: 19:06:00 time: 0.2487 data_time: 0.0022 memory: 2855 loss: 1.6375 2022/12/07 06:47:43 - mmengine - INFO - Epoch(train) [60][4900/5005] lr: 5.0028e-02 eta: 19:05:39 time: 0.2501 data_time: 0.0021 memory: 2855 loss: 1.8535 2022/12/07 06:48:08 - mmengine - INFO - Epoch(train) [60][5000/5005] lr: 5.0002e-02 eta: 19:05:19 time: 0.2534 data_time: 0.0027 memory: 2855 loss: 1.9256 2022/12/07 06:48:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:48:09 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/12/07 06:48:15 - mmengine - INFO - Epoch(val) [60][100/196] eta: 0:00:04 time: 0.0385 data_time: 0.0003 memory: 2855 2022/12/07 06:48:28 - mmengine - INFO - Epoch(val) [60][196/196] accuracy/top1: 65.9380 accuracy/top5: 87.4480 2022/12/07 06:48:53 - mmengine - INFO - Epoch(train) [61][ 100/5005] lr: 4.9974e-02 eta: 19:04:56 time: 0.2510 data_time: 0.0021 memory: 2855 loss: 1.5392 2022/12/07 06:49:18 - mmengine - INFO - Epoch(train) [61][ 200/5005] lr: 4.9948e-02 eta: 19:04:35 time: 0.2482 data_time: 0.0023 memory: 2855 loss: 1.5551 2022/12/07 06:49:43 - mmengine - INFO - Epoch(train) [61][ 300/5005] lr: 4.9922e-02 eta: 19:04:14 time: 0.2580 data_time: 0.0019 memory: 2855 loss: 1.7003 2022/12/07 06:50:08 - mmengine - INFO - Epoch(train) [61][ 400/5005] lr: 4.9896e-02 eta: 19:03:53 time: 0.2540 data_time: 0.0025 memory: 2855 loss: 1.4841 2022/12/07 06:50:33 - mmengine - INFO - Epoch(train) [61][ 500/5005] lr: 4.9869e-02 eta: 19:03:32 time: 0.2492 data_time: 0.0023 memory: 2855 loss: 1.7421 2022/12/07 06:50:58 - mmengine - INFO - Epoch(train) [61][ 600/5005] lr: 4.9843e-02 eta: 19:03:11 time: 0.2473 data_time: 0.0021 memory: 2855 loss: 1.6624 2022/12/07 06:51:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:51:22 - mmengine - INFO - Epoch(train) [61][ 700/5005] lr: 4.9817e-02 eta: 19:02:50 time: 0.2513 data_time: 0.0024 memory: 2855 loss: 1.6437 2022/12/07 06:51:47 - mmengine - INFO - Epoch(train) [61][ 800/5005] lr: 4.9791e-02 eta: 19:02:29 time: 0.2437 data_time: 0.0024 memory: 2855 loss: 1.7890 2022/12/07 06:52:12 - mmengine - INFO - Epoch(train) [61][ 900/5005] lr: 4.9765e-02 eta: 19:02:08 time: 0.2495 data_time: 0.0026 memory: 2855 loss: 1.6101 2022/12/07 06:52:37 - mmengine - INFO - Epoch(train) [61][1000/5005] lr: 4.9739e-02 eta: 19:01:47 time: 0.2517 data_time: 0.0023 memory: 2855 loss: 1.7426 2022/12/07 06:53:02 - mmengine - INFO - Epoch(train) [61][1100/5005] lr: 4.9713e-02 eta: 19:01:27 time: 0.2480 data_time: 0.0023 memory: 2855 loss: 1.7760 2022/12/07 06:53:27 - mmengine - INFO - Epoch(train) [61][1200/5005] lr: 4.9686e-02 eta: 19:01:06 time: 0.2509 data_time: 0.0022 memory: 2855 loss: 1.7691 2022/12/07 06:53:52 - mmengine - INFO - Epoch(train) [61][1300/5005] lr: 4.9660e-02 eta: 19:00:45 time: 0.2525 data_time: 0.0019 memory: 2855 loss: 1.8996 2022/12/07 06:54:17 - mmengine - INFO - Epoch(train) [61][1400/5005] lr: 4.9634e-02 eta: 19:00:24 time: 0.2445 data_time: 0.0017 memory: 2855 loss: 1.7059 2022/12/07 06:54:39 - mmengine - INFO - Epoch(train) [61][1500/5005] lr: 4.9608e-02 eta: 19:00:00 time: 0.2680 data_time: 0.0050 memory: 2855 loss: 1.6205 2022/12/07 06:55:04 - mmengine - INFO - Epoch(train) [61][1600/5005] lr: 4.9582e-02 eta: 18:59:39 time: 0.2551 data_time: 0.0020 memory: 2855 loss: 1.6345 2022/12/07 06:55:29 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:55:29 - mmengine - INFO - Epoch(train) [61][1700/5005] lr: 4.9556e-02 eta: 18:59:18 time: 0.2479 data_time: 0.0021 memory: 2855 loss: 1.5163 2022/12/07 06:55:54 - mmengine - INFO - Epoch(train) [61][1800/5005] lr: 4.9530e-02 eta: 18:58:57 time: 0.2428 data_time: 0.0020 memory: 2855 loss: 1.7284 2022/12/07 06:56:19 - mmengine - INFO - Epoch(train) [61][1900/5005] lr: 4.9503e-02 eta: 18:58:36 time: 0.2465 data_time: 0.0022 memory: 2855 loss: 1.6701 2022/12/07 06:56:44 - mmengine - INFO - Epoch(train) [61][2000/5005] lr: 4.9477e-02 eta: 18:58:15 time: 0.2530 data_time: 0.0019 memory: 2855 loss: 1.5996 2022/12/07 06:57:09 - mmengine - INFO - Epoch(train) [61][2100/5005] lr: 4.9451e-02 eta: 18:57:54 time: 0.2491 data_time: 0.0022 memory: 2855 loss: 1.6222 2022/12/07 06:57:34 - mmengine - INFO - Epoch(train) [61][2200/5005] lr: 4.9425e-02 eta: 18:57:33 time: 0.2475 data_time: 0.0023 memory: 2855 loss: 1.6265 2022/12/07 06:57:59 - mmengine - INFO - Epoch(train) [61][2300/5005] lr: 4.9399e-02 eta: 18:57:12 time: 0.2434 data_time: 0.0020 memory: 2855 loss: 1.6521 2022/12/07 06:58:24 - mmengine - INFO - Epoch(train) [61][2400/5005] lr: 4.9373e-02 eta: 18:56:51 time: 0.2518 data_time: 0.0024 memory: 2855 loss: 1.5038 2022/12/07 06:58:49 - mmengine - INFO - Epoch(train) [61][2500/5005] lr: 4.9346e-02 eta: 18:56:30 time: 0.2512 data_time: 0.0023 memory: 2855 loss: 1.7688 2022/12/07 06:59:14 - mmengine - INFO - Epoch(train) [61][2600/5005] lr: 4.9320e-02 eta: 18:56:09 time: 0.2508 data_time: 0.0026 memory: 2855 loss: 1.6412 2022/12/07 06:59:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 06:59:39 - mmengine - INFO - Epoch(train) [61][2700/5005] lr: 4.9294e-02 eta: 18:55:48 time: 0.2522 data_time: 0.0025 memory: 2855 loss: 1.5379 2022/12/07 07:00:04 - mmengine - INFO - Epoch(train) [61][2800/5005] lr: 4.9268e-02 eta: 18:55:27 time: 0.2450 data_time: 0.0017 memory: 2855 loss: 1.6929 2022/12/07 07:00:25 - mmengine - INFO - Epoch(train) [61][2900/5005] lr: 4.9242e-02 eta: 18:55:03 time: 0.1670 data_time: 0.0061 memory: 2855 loss: 1.5836 2022/12/07 07:00:51 - mmengine - INFO - Epoch(train) [61][3000/5005] lr: 4.9216e-02 eta: 18:54:43 time: 0.2464 data_time: 0.0018 memory: 2855 loss: 1.6875 2022/12/07 07:01:16 - mmengine - INFO - Epoch(train) [61][3100/5005] lr: 4.9190e-02 eta: 18:54:22 time: 0.2493 data_time: 0.0019 memory: 2855 loss: 1.7109 2022/12/07 07:01:41 - mmengine - INFO - Epoch(train) [61][3200/5005] lr: 4.9163e-02 eta: 18:54:01 time: 0.2541 data_time: 0.0021 memory: 2855 loss: 1.6281 2022/12/07 07:02:06 - mmengine - INFO - Epoch(train) [61][3300/5005] lr: 4.9137e-02 eta: 18:53:40 time: 0.2480 data_time: 0.0023 memory: 2855 loss: 1.4341 2022/12/07 07:02:31 - mmengine - INFO - Epoch(train) [61][3400/5005] lr: 4.9111e-02 eta: 18:53:19 time: 0.2420 data_time: 0.0022 memory: 2855 loss: 1.7919 2022/12/07 07:02:56 - mmengine - INFO - Epoch(train) [61][3500/5005] lr: 4.9085e-02 eta: 18:52:58 time: 0.2453 data_time: 0.0020 memory: 2855 loss: 1.5966 2022/12/07 07:03:21 - mmengine - INFO - Epoch(train) [61][3600/5005] lr: 4.9059e-02 eta: 18:52:37 time: 0.2422 data_time: 0.0022 memory: 2855 loss: 1.6853 2022/12/07 07:03:46 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:03:46 - mmengine - INFO - Epoch(train) [61][3700/5005] lr: 4.9033e-02 eta: 18:52:16 time: 0.2423 data_time: 0.0020 memory: 2855 loss: 1.6049 2022/12/07 07:04:11 - mmengine - INFO - Epoch(train) [61][3800/5005] lr: 4.9006e-02 eta: 18:51:55 time: 0.2416 data_time: 0.0025 memory: 2855 loss: 1.6100 2022/12/07 07:04:36 - mmengine - INFO - Epoch(train) [61][3900/5005] lr: 4.8980e-02 eta: 18:51:34 time: 0.2533 data_time: 0.0020 memory: 2855 loss: 1.5714 2022/12/07 07:05:01 - mmengine - INFO - Epoch(train) [61][4000/5005] lr: 4.8954e-02 eta: 18:51:13 time: 0.2469 data_time: 0.0025 memory: 2855 loss: 1.8011 2022/12/07 07:05:25 - mmengine - INFO - Epoch(train) [61][4100/5005] lr: 4.8928e-02 eta: 18:50:52 time: 0.2517 data_time: 0.0019 memory: 2855 loss: 1.5483 2022/12/07 07:05:50 - mmengine - INFO - Epoch(train) [61][4200/5005] lr: 4.8902e-02 eta: 18:50:31 time: 0.2454 data_time: 0.0016 memory: 2855 loss: 1.8213 2022/12/07 07:06:15 - mmengine - INFO - Epoch(train) [61][4300/5005] lr: 4.8876e-02 eta: 18:50:09 time: 0.1733 data_time: 0.0039 memory: 2855 loss: 1.6118 2022/12/07 07:06:38 - mmengine - INFO - Epoch(train) [61][4400/5005] lr: 4.8850e-02 eta: 18:49:46 time: 0.2512 data_time: 0.0027 memory: 2855 loss: 1.6099 2022/12/07 07:07:03 - mmengine - INFO - Epoch(train) [61][4500/5005] lr: 4.8823e-02 eta: 18:49:25 time: 0.2463 data_time: 0.0019 memory: 2855 loss: 1.6229 2022/12/07 07:07:28 - mmengine - INFO - Epoch(train) [61][4600/5005] lr: 4.8797e-02 eta: 18:49:04 time: 0.2521 data_time: 0.0018 memory: 2855 loss: 1.8454 2022/12/07 07:07:53 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:07:53 - mmengine - INFO - Epoch(train) [61][4700/5005] lr: 4.8771e-02 eta: 18:48:43 time: 0.2461 data_time: 0.0021 memory: 2855 loss: 1.4628 2022/12/07 07:08:18 - mmengine - INFO - Epoch(train) [61][4800/5005] lr: 4.8745e-02 eta: 18:48:22 time: 0.2496 data_time: 0.0022 memory: 2855 loss: 1.7988 2022/12/07 07:08:43 - mmengine - INFO - Epoch(train) [61][4900/5005] lr: 4.8719e-02 eta: 18:48:01 time: 0.2498 data_time: 0.0021 memory: 2855 loss: 1.7218 2022/12/07 07:09:08 - mmengine - INFO - Epoch(train) [61][5000/5005] lr: 4.8693e-02 eta: 18:47:40 time: 0.2522 data_time: 0.0032 memory: 2855 loss: 1.7196 2022/12/07 07:09:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:09:09 - mmengine - INFO - Saving checkpoint at 61 epochs 2022/12/07 07:09:17 - mmengine - INFO - Epoch(val) [61][100/196] eta: 0:00:06 time: 0.0784 data_time: 0.0393 memory: 2855 2022/12/07 07:09:34 - mmengine - INFO - Epoch(val) [61][196/196] accuracy/top1: 65.9320 accuracy/top5: 87.3120 2022/12/07 07:09:59 - mmengine - INFO - Epoch(train) [62][ 100/5005] lr: 4.8665e-02 eta: 18:47:18 time: 0.2444 data_time: 0.0021 memory: 2855 loss: 1.7825 2022/12/07 07:10:24 - mmengine - INFO - Epoch(train) [62][ 200/5005] lr: 4.8639e-02 eta: 18:46:57 time: 0.2513 data_time: 0.0021 memory: 2855 loss: 1.6457 2022/12/07 07:10:49 - mmengine - INFO - Epoch(train) [62][ 300/5005] lr: 4.8613e-02 eta: 18:46:36 time: 0.2488 data_time: 0.0021 memory: 2855 loss: 1.7319 2022/12/07 07:11:14 - mmengine - INFO - Epoch(train) [62][ 400/5005] lr: 4.8587e-02 eta: 18:46:15 time: 0.2473 data_time: 0.0022 memory: 2855 loss: 1.7342 2022/12/07 07:11:39 - mmengine - INFO - Epoch(train) [62][ 500/5005] lr: 4.8561e-02 eta: 18:45:54 time: 0.2437 data_time: 0.0016 memory: 2855 loss: 1.5451 2022/12/07 07:12:04 - mmengine - INFO - Epoch(train) [62][ 600/5005] lr: 4.8535e-02 eta: 18:45:33 time: 0.2203 data_time: 0.0031 memory: 2855 loss: 1.5090 2022/12/07 07:12:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:12:26 - mmengine - INFO - Epoch(train) [62][ 700/5005] lr: 4.8508e-02 eta: 18:45:10 time: 0.2392 data_time: 0.0027 memory: 2855 loss: 1.6341 2022/12/07 07:12:51 - mmengine - INFO - Epoch(train) [62][ 800/5005] lr: 4.8482e-02 eta: 18:44:49 time: 0.2409 data_time: 0.0019 memory: 2855 loss: 1.4705 2022/12/07 07:13:16 - mmengine - INFO - Epoch(train) [62][ 900/5005] lr: 4.8456e-02 eta: 18:44:28 time: 0.2526 data_time: 0.0021 memory: 2855 loss: 1.5532 2022/12/07 07:13:41 - mmengine - INFO - Epoch(train) [62][1000/5005] lr: 4.8430e-02 eta: 18:44:07 time: 0.2529 data_time: 0.0021 memory: 2855 loss: 1.6532 2022/12/07 07:14:06 - mmengine - INFO - Epoch(train) [62][1100/5005] lr: 4.8404e-02 eta: 18:43:45 time: 0.2508 data_time: 0.0024 memory: 2855 loss: 1.5705 2022/12/07 07:14:31 - mmengine - INFO - Epoch(train) [62][1200/5005] lr: 4.8378e-02 eta: 18:43:24 time: 0.2448 data_time: 0.0020 memory: 2855 loss: 1.3976 2022/12/07 07:14:56 - mmengine - INFO - Epoch(train) [62][1300/5005] lr: 4.8352e-02 eta: 18:43:03 time: 0.2395 data_time: 0.0025 memory: 2855 loss: 1.7971 2022/12/07 07:15:21 - mmengine - INFO - Epoch(train) [62][1400/5005] lr: 4.8325e-02 eta: 18:42:42 time: 0.2518 data_time: 0.0021 memory: 2855 loss: 1.5591 2022/12/07 07:15:46 - mmengine - INFO - Epoch(train) [62][1500/5005] lr: 4.8299e-02 eta: 18:42:21 time: 0.2491 data_time: 0.0022 memory: 2855 loss: 1.7065 2022/12/07 07:16:11 - mmengine - INFO - Epoch(train) [62][1600/5005] lr: 4.8273e-02 eta: 18:42:00 time: 0.2495 data_time: 0.0023 memory: 2855 loss: 1.6117 2022/12/07 07:16:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:16:36 - mmengine - INFO - Epoch(train) [62][1700/5005] lr: 4.8247e-02 eta: 18:41:39 time: 0.2532 data_time: 0.0023 memory: 2855 loss: 1.7122 2022/12/07 07:17:01 - mmengine - INFO - Epoch(train) [62][1800/5005] lr: 4.8221e-02 eta: 18:41:18 time: 0.2521 data_time: 0.0022 memory: 2855 loss: 1.6886 2022/12/07 07:17:26 - mmengine - INFO - Epoch(train) [62][1900/5005] lr: 4.8195e-02 eta: 18:40:57 time: 0.2527 data_time: 0.0021 memory: 2855 loss: 1.4643 2022/12/07 07:17:51 - mmengine - INFO - Epoch(train) [62][2000/5005] lr: 4.8169e-02 eta: 18:40:36 time: 0.2489 data_time: 0.0016 memory: 2855 loss: 1.7817 2022/12/07 07:18:13 - mmengine - INFO - Epoch(train) [62][2100/5005] lr: 4.8142e-02 eta: 18:40:12 time: 0.2791 data_time: 0.0069 memory: 2855 loss: 1.6767 2022/12/07 07:18:38 - mmengine - INFO - Epoch(train) [62][2200/5005] lr: 4.8116e-02 eta: 18:39:51 time: 0.2447 data_time: 0.0017 memory: 2855 loss: 1.4824 2022/12/07 07:19:03 - mmengine - INFO - Epoch(train) [62][2300/5005] lr: 4.8090e-02 eta: 18:39:30 time: 0.2397 data_time: 0.0022 memory: 2855 loss: 1.5459 2022/12/07 07:19:28 - mmengine - INFO - Epoch(train) [62][2400/5005] lr: 4.8064e-02 eta: 18:39:09 time: 0.2511 data_time: 0.0026 memory: 2855 loss: 1.7098 2022/12/07 07:19:53 - mmengine - INFO - Epoch(train) [62][2500/5005] lr: 4.8038e-02 eta: 18:38:48 time: 0.2503 data_time: 0.0022 memory: 2855 loss: 1.7201 2022/12/07 07:20:18 - mmengine - INFO - Epoch(train) [62][2600/5005] lr: 4.8012e-02 eta: 18:38:27 time: 0.2417 data_time: 0.0021 memory: 2855 loss: 1.7797 2022/12/07 07:20:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:20:43 - mmengine - INFO - Epoch(train) [62][2700/5005] lr: 4.7986e-02 eta: 18:38:06 time: 0.2549 data_time: 0.0022 memory: 2855 loss: 1.5728 2022/12/07 07:21:08 - mmengine - INFO - Epoch(train) [62][2800/5005] lr: 4.7960e-02 eta: 18:37:44 time: 0.2507 data_time: 0.0026 memory: 2855 loss: 1.6185 2022/12/07 07:21:33 - mmengine - INFO - Epoch(train) [62][2900/5005] lr: 4.7933e-02 eta: 18:37:23 time: 0.2446 data_time: 0.0025 memory: 2855 loss: 1.8503 2022/12/07 07:21:58 - mmengine - INFO - Epoch(train) [62][3000/5005] lr: 4.7907e-02 eta: 18:37:02 time: 0.2444 data_time: 0.0021 memory: 2855 loss: 1.5276 2022/12/07 07:22:23 - mmengine - INFO - Epoch(train) [62][3100/5005] lr: 4.7881e-02 eta: 18:36:41 time: 0.2508 data_time: 0.0022 memory: 2855 loss: 1.6084 2022/12/07 07:22:48 - mmengine - INFO - Epoch(train) [62][3200/5005] lr: 4.7855e-02 eta: 18:36:20 time: 0.2526 data_time: 0.0026 memory: 2855 loss: 1.7803 2022/12/07 07:23:13 - mmengine - INFO - Epoch(train) [62][3300/5005] lr: 4.7829e-02 eta: 18:35:59 time: 0.2502 data_time: 0.0022 memory: 2855 loss: 1.5282 2022/12/07 07:23:38 - mmengine - INFO - Epoch(train) [62][3400/5005] lr: 4.7803e-02 eta: 18:35:38 time: 0.2440 data_time: 0.0017 memory: 2855 loss: 1.6514 2022/12/07 07:24:00 - mmengine - INFO - Epoch(train) [62][3500/5005] lr: 4.7777e-02 eta: 18:35:14 time: 0.1702 data_time: 0.0054 memory: 2855 loss: 1.7295 2022/12/07 07:24:24 - mmengine - INFO - Epoch(train) [62][3600/5005] lr: 4.7750e-02 eta: 18:34:53 time: 0.2432 data_time: 0.0017 memory: 2855 loss: 1.7349 2022/12/07 07:24:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:24:49 - mmengine - INFO - Epoch(train) [62][3700/5005] lr: 4.7724e-02 eta: 18:34:31 time: 0.2429 data_time: 0.0019 memory: 2855 loss: 1.8794 2022/12/07 07:25:14 - mmengine - INFO - Epoch(train) [62][3800/5005] lr: 4.7698e-02 eta: 18:34:10 time: 0.2425 data_time: 0.0019 memory: 2855 loss: 1.7909 2022/12/07 07:25:39 - mmengine - INFO - Epoch(train) [62][3900/5005] lr: 4.7672e-02 eta: 18:33:49 time: 0.2513 data_time: 0.0021 memory: 2855 loss: 1.6247 2022/12/07 07:26:04 - mmengine - INFO - Epoch(train) [62][4000/5005] lr: 4.7646e-02 eta: 18:33:28 time: 0.2485 data_time: 0.0021 memory: 2855 loss: 1.7254 2022/12/07 07:26:29 - mmengine - INFO - Epoch(train) [62][4100/5005] lr: 4.7620e-02 eta: 18:33:07 time: 0.2479 data_time: 0.0020 memory: 2855 loss: 1.4256 2022/12/07 07:26:54 - mmengine - INFO - Epoch(train) [62][4200/5005] lr: 4.7594e-02 eta: 18:32:46 time: 0.2432 data_time: 0.0021 memory: 2855 loss: 1.7064 2022/12/07 07:27:19 - mmengine - INFO - Epoch(train) [62][4300/5005] lr: 4.7568e-02 eta: 18:32:25 time: 0.2412 data_time: 0.0020 memory: 2855 loss: 1.5737 2022/12/07 07:27:44 - mmengine - INFO - Epoch(train) [62][4400/5005] lr: 4.7541e-02 eta: 18:32:04 time: 0.2521 data_time: 0.0021 memory: 2855 loss: 1.5356 2022/12/07 07:28:09 - mmengine - INFO - Epoch(train) [62][4500/5005] lr: 4.7515e-02 eta: 18:31:43 time: 0.2533 data_time: 0.0020 memory: 2855 loss: 1.6168 2022/12/07 07:28:34 - mmengine - INFO - Epoch(train) [62][4600/5005] lr: 4.7489e-02 eta: 18:31:22 time: 0.2511 data_time: 0.0023 memory: 2855 loss: 1.6446 2022/12/07 07:28:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:28:59 - mmengine - INFO - Epoch(train) [62][4700/5005] lr: 4.7463e-02 eta: 18:31:00 time: 0.2439 data_time: 0.0022 memory: 2855 loss: 1.6436 2022/12/07 07:29:24 - mmengine - INFO - Epoch(train) [62][4800/5005] lr: 4.7437e-02 eta: 18:30:39 time: 0.2438 data_time: 0.0016 memory: 2855 loss: 1.7728 2022/12/07 07:29:49 - mmengine - INFO - Epoch(train) [62][4900/5005] lr: 4.7411e-02 eta: 18:30:18 time: 0.2101 data_time: 0.0020 memory: 2855 loss: 1.7123 2022/12/07 07:30:12 - mmengine - INFO - Epoch(train) [62][5000/5005] lr: 4.7385e-02 eta: 18:29:55 time: 0.2410 data_time: 0.0050 memory: 2855 loss: 1.5060 2022/12/07 07:30:13 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:30:13 - mmengine - INFO - Saving checkpoint at 62 epochs 2022/12/07 07:30:22 - mmengine - INFO - Epoch(val) [62][100/196] eta: 0:00:06 time: 0.0625 data_time: 0.0231 memory: 2855 2022/12/07 07:30:39 - mmengine - INFO - Epoch(val) [62][196/196] accuracy/top1: 66.2380 accuracy/top5: 87.4780 2022/12/07 07:31:04 - mmengine - INFO - Epoch(train) [63][ 100/5005] lr: 4.7357e-02 eta: 18:29:33 time: 0.2506 data_time: 0.0019 memory: 2855 loss: 1.4921 2022/12/07 07:31:29 - mmengine - INFO - Epoch(train) [63][ 200/5005] lr: 4.7331e-02 eta: 18:29:12 time: 0.2403 data_time: 0.0022 memory: 2855 loss: 1.5608 2022/12/07 07:31:54 - mmengine - INFO - Epoch(train) [63][ 300/5005] lr: 4.7305e-02 eta: 18:28:51 time: 0.2429 data_time: 0.0020 memory: 2855 loss: 1.7467 2022/12/07 07:32:19 - mmengine - INFO - Epoch(train) [63][ 400/5005] lr: 4.7279e-02 eta: 18:28:30 time: 0.2407 data_time: 0.0025 memory: 2855 loss: 1.5031 2022/12/07 07:32:44 - mmengine - INFO - Epoch(train) [63][ 500/5005] lr: 4.7253e-02 eta: 18:28:09 time: 0.2501 data_time: 0.0023 memory: 2855 loss: 1.6457 2022/12/07 07:33:09 - mmengine - INFO - Epoch(train) [63][ 600/5005] lr: 4.7227e-02 eta: 18:27:47 time: 0.2508 data_time: 0.0021 memory: 2855 loss: 1.6158 2022/12/07 07:33:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:33:34 - mmengine - INFO - Epoch(train) [63][ 700/5005] lr: 4.7201e-02 eta: 18:27:26 time: 0.2481 data_time: 0.0023 memory: 2855 loss: 1.7396 2022/12/07 07:33:59 - mmengine - INFO - Epoch(train) [63][ 800/5005] lr: 4.7175e-02 eta: 18:27:05 time: 0.2490 data_time: 0.0022 memory: 2855 loss: 1.6011 2022/12/07 07:34:24 - mmengine - INFO - Epoch(train) [63][ 900/5005] lr: 4.7148e-02 eta: 18:26:44 time: 0.2503 data_time: 0.0019 memory: 2855 loss: 1.5795 2022/12/07 07:34:49 - mmengine - INFO - Epoch(train) [63][1000/5005] lr: 4.7122e-02 eta: 18:26:22 time: 0.2508 data_time: 0.0025 memory: 2855 loss: 1.7040 2022/12/07 07:35:14 - mmengine - INFO - Epoch(train) [63][1100/5005] lr: 4.7096e-02 eta: 18:26:01 time: 0.2514 data_time: 0.0017 memory: 2855 loss: 1.5140 2022/12/07 07:35:38 - mmengine - INFO - Epoch(train) [63][1200/5005] lr: 4.7070e-02 eta: 18:25:40 time: 0.1924 data_time: 0.0023 memory: 2855 loss: 1.6384 2022/12/07 07:36:01 - mmengine - INFO - Epoch(train) [63][1300/5005] lr: 4.7044e-02 eta: 18:25:17 time: 0.2502 data_time: 0.0027 memory: 2855 loss: 1.5373 2022/12/07 07:36:26 - mmengine - INFO - Epoch(train) [63][1400/5005] lr: 4.7018e-02 eta: 18:24:56 time: 0.2468 data_time: 0.0019 memory: 2855 loss: 1.5151 2022/12/07 07:36:51 - mmengine - INFO - Epoch(train) [63][1500/5005] lr: 4.6992e-02 eta: 18:24:34 time: 0.2618 data_time: 0.0022 memory: 2855 loss: 1.5487 2022/12/07 07:37:16 - mmengine - INFO - Epoch(train) [63][1600/5005] lr: 4.6966e-02 eta: 18:24:13 time: 0.2541 data_time: 0.0025 memory: 2855 loss: 1.6467 2022/12/07 07:37:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:37:41 - mmengine - INFO - Epoch(train) [63][1700/5005] lr: 4.6940e-02 eta: 18:23:52 time: 0.2514 data_time: 0.0022 memory: 2855 loss: 1.5287 2022/12/07 07:38:06 - mmengine - INFO - Epoch(train) [63][1800/5005] lr: 4.6913e-02 eta: 18:23:31 time: 0.2434 data_time: 0.0021 memory: 2855 loss: 1.7568 2022/12/07 07:38:31 - mmengine - INFO - Epoch(train) [63][1900/5005] lr: 4.6887e-02 eta: 18:23:10 time: 0.2502 data_time: 0.0023 memory: 2855 loss: 1.7088 2022/12/07 07:38:56 - mmengine - INFO - Epoch(train) [63][2000/5005] lr: 4.6861e-02 eta: 18:22:49 time: 0.2485 data_time: 0.0023 memory: 2855 loss: 1.4861 2022/12/07 07:39:21 - mmengine - INFO - Epoch(train) [63][2100/5005] lr: 4.6835e-02 eta: 18:22:27 time: 0.2483 data_time: 0.0024 memory: 2855 loss: 1.6224 2022/12/07 07:39:46 - mmengine - INFO - Epoch(train) [63][2200/5005] lr: 4.6809e-02 eta: 18:22:06 time: 0.2507 data_time: 0.0022 memory: 2855 loss: 1.5983 2022/12/07 07:40:11 - mmengine - INFO - Epoch(train) [63][2300/5005] lr: 4.6783e-02 eta: 18:21:45 time: 0.2529 data_time: 0.0024 memory: 2855 loss: 1.6864 2022/12/07 07:40:36 - mmengine - INFO - Epoch(train) [63][2400/5005] lr: 4.6757e-02 eta: 18:21:24 time: 0.2431 data_time: 0.0022 memory: 2855 loss: 1.6949 2022/12/07 07:41:01 - mmengine - INFO - Epoch(train) [63][2500/5005] lr: 4.6731e-02 eta: 18:21:03 time: 0.2425 data_time: 0.0018 memory: 2855 loss: 1.7688 2022/12/07 07:41:26 - mmengine - INFO - Epoch(train) [63][2600/5005] lr: 4.6705e-02 eta: 18:20:41 time: 0.2543 data_time: 0.0016 memory: 2855 loss: 1.5704 2022/12/07 07:41:46 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:41:49 - mmengine - INFO - Epoch(train) [63][2700/5005] lr: 4.6679e-02 eta: 18:20:18 time: 0.2611 data_time: 0.0037 memory: 2855 loss: 1.5903 2022/12/07 07:42:13 - mmengine - INFO - Epoch(train) [63][2800/5005] lr: 4.6652e-02 eta: 18:19:57 time: 0.2514 data_time: 0.0019 memory: 2855 loss: 1.7092 2022/12/07 07:42:38 - mmengine - INFO - Epoch(train) [63][2900/5005] lr: 4.6626e-02 eta: 18:19:36 time: 0.2649 data_time: 0.0022 memory: 2855 loss: 1.7817 2022/12/07 07:43:03 - mmengine - INFO - Epoch(train) [63][3000/5005] lr: 4.6600e-02 eta: 18:19:14 time: 0.2499 data_time: 0.0019 memory: 2855 loss: 1.7586 2022/12/07 07:43:28 - mmengine - INFO - Epoch(train) [63][3100/5005] lr: 4.6574e-02 eta: 18:18:53 time: 0.2508 data_time: 0.0021 memory: 2855 loss: 1.4779 2022/12/07 07:43:53 - mmengine - INFO - Epoch(train) [63][3200/5005] lr: 4.6548e-02 eta: 18:18:32 time: 0.2495 data_time: 0.0023 memory: 2855 loss: 1.6288 2022/12/07 07:44:18 - mmengine - INFO - Epoch(train) [63][3300/5005] lr: 4.6522e-02 eta: 18:18:11 time: 0.2491 data_time: 0.0021 memory: 2855 loss: 1.6648 2022/12/07 07:44:43 - mmengine - INFO - Epoch(train) [63][3400/5005] lr: 4.6496e-02 eta: 18:17:50 time: 0.2438 data_time: 0.0022 memory: 2855 loss: 1.4672 2022/12/07 07:45:08 - mmengine - INFO - Epoch(train) [63][3500/5005] lr: 4.6470e-02 eta: 18:17:28 time: 0.2479 data_time: 0.0021 memory: 2855 loss: 1.7476 2022/12/07 07:45:33 - mmengine - INFO - Epoch(train) [63][3600/5005] lr: 4.6444e-02 eta: 18:17:07 time: 0.2474 data_time: 0.0022 memory: 2855 loss: 1.7608 2022/12/07 07:45:56 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:45:58 - mmengine - INFO - Epoch(train) [63][3700/5005] lr: 4.6418e-02 eta: 18:16:46 time: 0.2424 data_time: 0.0021 memory: 2855 loss: 1.6003 2022/12/07 07:46:23 - mmengine - INFO - Epoch(train) [63][3800/5005] lr: 4.6392e-02 eta: 18:16:25 time: 0.2515 data_time: 0.0023 memory: 2855 loss: 1.7043 2022/12/07 07:46:48 - mmengine - INFO - Epoch(train) [63][3900/5005] lr: 4.6365e-02 eta: 18:16:03 time: 0.2597 data_time: 0.0022 memory: 2855 loss: 1.7097 2022/12/07 07:47:13 - mmengine - INFO - Epoch(train) [63][4000/5005] lr: 4.6339e-02 eta: 18:15:42 time: 0.2501 data_time: 0.0016 memory: 2855 loss: 1.6195 2022/12/07 07:47:34 - mmengine - INFO - Epoch(train) [63][4100/5005] lr: 4.6313e-02 eta: 18:15:18 time: 0.1725 data_time: 0.0064 memory: 2855 loss: 1.8693 2022/12/07 07:48:00 - mmengine - INFO - Epoch(train) [63][4200/5005] lr: 4.6287e-02 eta: 18:14:57 time: 0.2449 data_time: 0.0018 memory: 2855 loss: 1.7265 2022/12/07 07:48:25 - mmengine - INFO - Epoch(train) [63][4300/5005] lr: 4.6261e-02 eta: 18:14:36 time: 0.2453 data_time: 0.0018 memory: 2855 loss: 1.7573 2022/12/07 07:48:50 - mmengine - INFO - Epoch(train) [63][4400/5005] lr: 4.6235e-02 eta: 18:14:15 time: 0.2457 data_time: 0.0019 memory: 2855 loss: 1.8099 2022/12/07 07:49:15 - mmengine - INFO - Epoch(train) [63][4500/5005] lr: 4.6209e-02 eta: 18:13:53 time: 0.2499 data_time: 0.0018 memory: 2855 loss: 1.7956 2022/12/07 07:49:40 - mmengine - INFO - Epoch(train) [63][4600/5005] lr: 4.6183e-02 eta: 18:13:32 time: 0.2469 data_time: 0.0021 memory: 2855 loss: 1.5623 2022/12/07 07:50:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:50:05 - mmengine - INFO - Epoch(train) [63][4700/5005] lr: 4.6157e-02 eta: 18:13:11 time: 0.2559 data_time: 0.0023 memory: 2855 loss: 1.5679 2022/12/07 07:50:30 - mmengine - INFO - Epoch(train) [63][4800/5005] lr: 4.6131e-02 eta: 18:12:50 time: 0.2498 data_time: 0.0024 memory: 2855 loss: 1.7611 2022/12/07 07:50:55 - mmengine - INFO - Epoch(train) [63][4900/5005] lr: 4.6105e-02 eta: 18:12:28 time: 0.2496 data_time: 0.0020 memory: 2855 loss: 1.7906 2022/12/07 07:51:20 - mmengine - INFO - Epoch(train) [63][5000/5005] lr: 4.6079e-02 eta: 18:12:07 time: 0.2487 data_time: 0.0031 memory: 2855 loss: 1.8631 2022/12/07 07:51:21 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:51:21 - mmengine - INFO - Saving checkpoint at 63 epochs 2022/12/07 07:51:30 - mmengine - INFO - Epoch(val) [63][100/196] eta: 0:00:06 time: 0.0763 data_time: 0.0396 memory: 2855 2022/12/07 07:51:47 - mmengine - INFO - Epoch(val) [63][196/196] accuracy/top1: 66.2540 accuracy/top5: 87.6360 2022/12/07 07:52:12 - mmengine - INFO - Epoch(train) [64][ 100/5005] lr: 4.6051e-02 eta: 18:11:45 time: 0.2440 data_time: 0.0021 memory: 2855 loss: 1.5438 2022/12/07 07:52:37 - mmengine - INFO - Epoch(train) [64][ 200/5005] lr: 4.6025e-02 eta: 18:11:24 time: 0.2518 data_time: 0.0022 memory: 2855 loss: 1.6513 2022/12/07 07:53:02 - mmengine - INFO - Epoch(train) [64][ 300/5005] lr: 4.5999e-02 eta: 18:11:03 time: 0.2496 data_time: 0.0016 memory: 2855 loss: 1.7187 2022/12/07 07:53:24 - mmengine - INFO - Epoch(train) [64][ 400/5005] lr: 4.5973e-02 eta: 18:10:39 time: 0.1693 data_time: 0.0063 memory: 2855 loss: 1.5552 2022/12/07 07:53:49 - mmengine - INFO - Epoch(train) [64][ 500/5005] lr: 4.5947e-02 eta: 18:10:18 time: 0.2478 data_time: 0.0020 memory: 2855 loss: 1.7339 2022/12/07 07:54:14 - mmengine - INFO - Epoch(train) [64][ 600/5005] lr: 4.5921e-02 eta: 18:09:56 time: 0.2541 data_time: 0.0021 memory: 2855 loss: 1.6838 2022/12/07 07:54:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:54:39 - mmengine - INFO - Epoch(train) [64][ 700/5005] lr: 4.5895e-02 eta: 18:09:35 time: 0.2523 data_time: 0.0022 memory: 2855 loss: 1.7074 2022/12/07 07:55:05 - mmengine - INFO - Epoch(train) [64][ 800/5005] lr: 4.5869e-02 eta: 18:09:14 time: 0.2532 data_time: 0.0021 memory: 2855 loss: 1.6086 2022/12/07 07:55:29 - mmengine - INFO - Epoch(train) [64][ 900/5005] lr: 4.5843e-02 eta: 18:08:53 time: 0.2528 data_time: 0.0026 memory: 2855 loss: 1.6732 2022/12/07 07:55:54 - mmengine - INFO - Epoch(train) [64][1000/5005] lr: 4.5817e-02 eta: 18:08:31 time: 0.2481 data_time: 0.0024 memory: 2855 loss: 1.6960 2022/12/07 07:56:19 - mmengine - INFO - Epoch(train) [64][1100/5005] lr: 4.5791e-02 eta: 18:08:10 time: 0.2469 data_time: 0.0026 memory: 2855 loss: 1.7093 2022/12/07 07:56:44 - mmengine - INFO - Epoch(train) [64][1200/5005] lr: 4.5765e-02 eta: 18:07:49 time: 0.2499 data_time: 0.0025 memory: 2855 loss: 1.3885 2022/12/07 07:57:09 - mmengine - INFO - Epoch(train) [64][1300/5005] lr: 4.5738e-02 eta: 18:07:27 time: 0.2460 data_time: 0.0023 memory: 2855 loss: 1.6657 2022/12/07 07:57:34 - mmengine - INFO - Epoch(train) [64][1400/5005] lr: 4.5712e-02 eta: 18:07:06 time: 0.2534 data_time: 0.0021 memory: 2855 loss: 1.4959 2022/12/07 07:57:59 - mmengine - INFO - Epoch(train) [64][1500/5005] lr: 4.5686e-02 eta: 18:06:45 time: 0.2412 data_time: 0.0023 memory: 2855 loss: 1.5154 2022/12/07 07:58:24 - mmengine - INFO - Epoch(train) [64][1600/5005] lr: 4.5660e-02 eta: 18:06:23 time: 0.2544 data_time: 0.0023 memory: 2855 loss: 1.4880 2022/12/07 07:58:45 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 07:58:49 - mmengine - INFO - Epoch(train) [64][1700/5005] lr: 4.5634e-02 eta: 18:06:02 time: 0.2503 data_time: 0.0017 memory: 2855 loss: 1.5149 2022/12/07 07:59:13 - mmengine - INFO - Epoch(train) [64][1800/5005] lr: 4.5608e-02 eta: 18:05:40 time: 0.1971 data_time: 0.0021 memory: 2855 loss: 1.7045 2022/12/07 07:59:36 - mmengine - INFO - Epoch(train) [64][1900/5005] lr: 4.5582e-02 eta: 18:05:17 time: 0.2499 data_time: 0.0025 memory: 2855 loss: 1.5268 2022/12/07 08:00:01 - mmengine - INFO - Epoch(train) [64][2000/5005] lr: 4.5556e-02 eta: 18:04:56 time: 0.2440 data_time: 0.0021 memory: 2855 loss: 1.6269 2022/12/07 08:00:26 - mmengine - INFO - Epoch(train) [64][2100/5005] lr: 4.5530e-02 eta: 18:04:35 time: 0.2489 data_time: 0.0019 memory: 2855 loss: 1.5129 2022/12/07 08:00:51 - mmengine - INFO - Epoch(train) [64][2200/5005] lr: 4.5504e-02 eta: 18:04:13 time: 0.2522 data_time: 0.0020 memory: 2855 loss: 1.4365 2022/12/07 08:01:16 - mmengine - INFO - Epoch(train) [64][2300/5005] lr: 4.5478e-02 eta: 18:03:52 time: 0.2493 data_time: 0.0023 memory: 2855 loss: 1.4999 2022/12/07 08:01:41 - mmengine - INFO - Epoch(train) [64][2400/5005] lr: 4.5452e-02 eta: 18:03:31 time: 0.2502 data_time: 0.0023 memory: 2855 loss: 1.5099 2022/12/07 08:02:06 - mmengine - INFO - Epoch(train) [64][2500/5005] lr: 4.5426e-02 eta: 18:03:09 time: 0.2486 data_time: 0.0024 memory: 2855 loss: 1.7104 2022/12/07 08:02:31 - mmengine - INFO - Epoch(train) [64][2600/5005] lr: 4.5400e-02 eta: 18:02:48 time: 0.2504 data_time: 0.0024 memory: 2855 loss: 1.5804 2022/12/07 08:02:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:02:56 - mmengine - INFO - Epoch(train) [64][2700/5005] lr: 4.5374e-02 eta: 18:02:27 time: 0.2511 data_time: 0.0025 memory: 2855 loss: 1.7164 2022/12/07 08:03:21 - mmengine - INFO - Epoch(train) [64][2800/5005] lr: 4.5348e-02 eta: 18:02:06 time: 0.2477 data_time: 0.0024 memory: 2855 loss: 1.8646 2022/12/07 08:03:46 - mmengine - INFO - Epoch(train) [64][2900/5005] lr: 4.5322e-02 eta: 18:01:44 time: 0.2490 data_time: 0.0026 memory: 2855 loss: 1.8209 2022/12/07 08:04:11 - mmengine - INFO - Epoch(train) [64][3000/5005] lr: 4.5296e-02 eta: 18:01:23 time: 0.2589 data_time: 0.0026 memory: 2855 loss: 1.6106 2022/12/07 08:04:36 - mmengine - INFO - Epoch(train) [64][3100/5005] lr: 4.5270e-02 eta: 18:01:02 time: 0.2512 data_time: 0.0023 memory: 2855 loss: 1.5733 2022/12/07 08:05:01 - mmengine - INFO - Epoch(train) [64][3200/5005] lr: 4.5244e-02 eta: 18:00:40 time: 0.2442 data_time: 0.0016 memory: 2855 loss: 1.6457 2022/12/07 08:05:23 - mmengine - INFO - Epoch(train) [64][3300/5005] lr: 4.5218e-02 eta: 18:00:16 time: 0.2700 data_time: 0.0102 memory: 2855 loss: 1.4569 2022/12/07 08:05:48 - mmengine - INFO - Epoch(train) [64][3400/5005] lr: 4.5191e-02 eta: 17:59:55 time: 0.2489 data_time: 0.0022 memory: 2855 loss: 1.6185 2022/12/07 08:06:13 - mmengine - INFO - Epoch(train) [64][3500/5005] lr: 4.5165e-02 eta: 17:59:34 time: 0.2502 data_time: 0.0022 memory: 2855 loss: 1.5750 2022/12/07 08:06:38 - mmengine - INFO - Epoch(train) [64][3600/5005] lr: 4.5139e-02 eta: 17:59:13 time: 0.2484 data_time: 0.0023 memory: 2855 loss: 1.7636 2022/12/07 08:07:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:07:03 - mmengine - INFO - Epoch(train) [64][3700/5005] lr: 4.5113e-02 eta: 17:58:51 time: 0.2503 data_time: 0.0025 memory: 2855 loss: 1.8044 2022/12/07 08:07:28 - mmengine - INFO - Epoch(train) [64][3800/5005] lr: 4.5087e-02 eta: 17:58:30 time: 0.2449 data_time: 0.0023 memory: 2855 loss: 1.5924 2022/12/07 08:07:53 - mmengine - INFO - Epoch(train) [64][3900/5005] lr: 4.5061e-02 eta: 17:58:09 time: 0.2508 data_time: 0.0023 memory: 2855 loss: 1.9046 2022/12/07 08:08:18 - mmengine - INFO - Epoch(train) [64][4000/5005] lr: 4.5035e-02 eta: 17:57:48 time: 0.2494 data_time: 0.0021 memory: 2855 loss: 1.4942 2022/12/07 08:08:43 - mmengine - INFO - Epoch(train) [64][4100/5005] lr: 4.5009e-02 eta: 17:57:26 time: 0.2488 data_time: 0.0022 memory: 2855 loss: 1.4671 2022/12/07 08:09:08 - mmengine - INFO - Epoch(train) [64][4200/5005] lr: 4.4983e-02 eta: 17:57:05 time: 0.2496 data_time: 0.0025 memory: 2855 loss: 1.8177 2022/12/07 08:09:33 - mmengine - INFO - Epoch(train) [64][4300/5005] lr: 4.4957e-02 eta: 17:56:43 time: 0.2530 data_time: 0.0022 memory: 2855 loss: 1.7350 2022/12/07 08:09:58 - mmengine - INFO - Epoch(train) [64][4400/5005] lr: 4.4931e-02 eta: 17:56:22 time: 0.2532 data_time: 0.0025 memory: 2855 loss: 1.6455 2022/12/07 08:10:23 - mmengine - INFO - Epoch(train) [64][4500/5005] lr: 4.4905e-02 eta: 17:56:01 time: 0.2516 data_time: 0.0021 memory: 2855 loss: 1.7192 2022/12/07 08:10:48 - mmengine - INFO - Epoch(train) [64][4600/5005] lr: 4.4879e-02 eta: 17:55:39 time: 0.2496 data_time: 0.0017 memory: 2855 loss: 1.6222 2022/12/07 08:11:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:11:10 - mmengine - INFO - Epoch(train) [64][4700/5005] lr: 4.4853e-02 eta: 17:55:15 time: 0.1716 data_time: 0.0048 memory: 2855 loss: 1.6048 2022/12/07 08:11:35 - mmengine - INFO - Epoch(train) [64][4800/5005] lr: 4.4827e-02 eta: 17:54:54 time: 0.2438 data_time: 0.0019 memory: 2855 loss: 1.6109 2022/12/07 08:12:00 - mmengine - INFO - Epoch(train) [64][4900/5005] lr: 4.4801e-02 eta: 17:54:33 time: 0.2465 data_time: 0.0019 memory: 2855 loss: 1.7445 2022/12/07 08:12:25 - mmengine - INFO - Epoch(train) [64][5000/5005] lr: 4.4775e-02 eta: 17:54:11 time: 0.2535 data_time: 0.0036 memory: 2855 loss: 1.5947 2022/12/07 08:12:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:12:26 - mmengine - INFO - Saving checkpoint at 64 epochs 2022/12/07 08:12:35 - mmengine - INFO - Epoch(val) [64][100/196] eta: 0:00:06 time: 0.0537 data_time: 0.0108 memory: 2855 2022/12/07 08:12:51 - mmengine - INFO - Epoch(val) [64][196/196] accuracy/top1: 66.2840 accuracy/top5: 87.4580 2022/12/07 08:13:16 - mmengine - INFO - Epoch(train) [65][ 100/5005] lr: 4.4748e-02 eta: 17:53:49 time: 0.2421 data_time: 0.0021 memory: 2855 loss: 1.5813 2022/12/07 08:13:41 - mmengine - INFO - Epoch(train) [65][ 200/5005] lr: 4.4722e-02 eta: 17:53:28 time: 0.2442 data_time: 0.0021 memory: 2855 loss: 1.3809 2022/12/07 08:14:06 - mmengine - INFO - Epoch(train) [65][ 300/5005] lr: 4.4696e-02 eta: 17:53:07 time: 0.2428 data_time: 0.0022 memory: 2855 loss: 1.7206 2022/12/07 08:14:31 - mmengine - INFO - Epoch(train) [65][ 400/5005] lr: 4.4670e-02 eta: 17:52:45 time: 0.2519 data_time: 0.0020 memory: 2855 loss: 1.5196 2022/12/07 08:14:56 - mmengine - INFO - Epoch(train) [65][ 500/5005] lr: 4.4644e-02 eta: 17:52:24 time: 0.2512 data_time: 0.0025 memory: 2855 loss: 1.7953 2022/12/07 08:15:21 - mmengine - INFO - Epoch(train) [65][ 600/5005] lr: 4.4618e-02 eta: 17:52:02 time: 0.2431 data_time: 0.0025 memory: 2855 loss: 1.6108 2022/12/07 08:15:41 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:15:46 - mmengine - INFO - Epoch(train) [65][ 700/5005] lr: 4.4592e-02 eta: 17:51:41 time: 0.2438 data_time: 0.0022 memory: 2855 loss: 1.6890 2022/12/07 08:16:11 - mmengine - INFO - Epoch(train) [65][ 800/5005] lr: 4.4566e-02 eta: 17:51:20 time: 0.2497 data_time: 0.0025 memory: 2855 loss: 1.5597 2022/12/07 08:16:36 - mmengine - INFO - Epoch(train) [65][ 900/5005] lr: 4.4540e-02 eta: 17:50:58 time: 0.2497 data_time: 0.0017 memory: 2855 loss: 1.5528 2022/12/07 08:16:58 - mmengine - INFO - Epoch(train) [65][1000/5005] lr: 4.4514e-02 eta: 17:50:34 time: 0.1721 data_time: 0.0066 memory: 2855 loss: 1.3474 2022/12/07 08:17:23 - mmengine - INFO - Epoch(train) [65][1100/5005] lr: 4.4488e-02 eta: 17:50:13 time: 0.2456 data_time: 0.0019 memory: 2855 loss: 1.7741 2022/12/07 08:17:48 - mmengine - INFO - Epoch(train) [65][1200/5005] lr: 4.4462e-02 eta: 17:49:52 time: 0.2448 data_time: 0.0021 memory: 2855 loss: 1.4691 2022/12/07 08:18:13 - mmengine - INFO - Epoch(train) [65][1300/5005] lr: 4.4436e-02 eta: 17:49:30 time: 0.2428 data_time: 0.0021 memory: 2855 loss: 1.7380 2022/12/07 08:18:38 - mmengine - INFO - Epoch(train) [65][1400/5005] lr: 4.4410e-02 eta: 17:49:09 time: 0.2529 data_time: 0.0020 memory: 2855 loss: 1.5314 2022/12/07 08:19:03 - mmengine - INFO - Epoch(train) [65][1500/5005] lr: 4.4384e-02 eta: 17:48:48 time: 0.2528 data_time: 0.0020 memory: 2855 loss: 1.7807 2022/12/07 08:19:28 - mmengine - INFO - Epoch(train) [65][1600/5005] lr: 4.4358e-02 eta: 17:48:26 time: 0.2437 data_time: 0.0022 memory: 2855 loss: 1.4052 2022/12/07 08:19:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:19:53 - mmengine - INFO - Epoch(train) [65][1700/5005] lr: 4.4332e-02 eta: 17:48:05 time: 0.2489 data_time: 0.0023 memory: 2855 loss: 1.5225 2022/12/07 08:20:18 - mmengine - INFO - Epoch(train) [65][1800/5005] lr: 4.4306e-02 eta: 17:47:44 time: 0.2427 data_time: 0.0022 memory: 2855 loss: 1.7258 2022/12/07 08:20:43 - mmengine - INFO - Epoch(train) [65][1900/5005] lr: 4.4280e-02 eta: 17:47:22 time: 0.2503 data_time: 0.0023 memory: 2855 loss: 1.5212 2022/12/07 08:21:08 - mmengine - INFO - Epoch(train) [65][2000/5005] lr: 4.4254e-02 eta: 17:47:01 time: 0.2469 data_time: 0.0022 memory: 2855 loss: 1.4753 2022/12/07 08:21:33 - mmengine - INFO - Epoch(train) [65][2100/5005] lr: 4.4228e-02 eta: 17:46:39 time: 0.2487 data_time: 0.0024 memory: 2855 loss: 1.5937 2022/12/07 08:21:58 - mmengine - INFO - Epoch(train) [65][2200/5005] lr: 4.4202e-02 eta: 17:46:18 time: 0.2422 data_time: 0.0020 memory: 2855 loss: 1.6147 2022/12/07 08:22:23 - mmengine - INFO - Epoch(train) [65][2300/5005] lr: 4.4176e-02 eta: 17:45:56 time: 0.2429 data_time: 0.0016 memory: 2855 loss: 1.6451 2022/12/07 08:22:48 - mmengine - INFO - Epoch(train) [65][2400/5005] lr: 4.4150e-02 eta: 17:45:35 time: 0.2545 data_time: 0.0016 memory: 2855 loss: 1.5557 2022/12/07 08:23:10 - mmengine - INFO - Epoch(train) [65][2500/5005] lr: 4.4124e-02 eta: 17:45:11 time: 0.2418 data_time: 0.0023 memory: 2855 loss: 1.5271 2022/12/07 08:23:35 - mmengine - INFO - Epoch(train) [65][2600/5005] lr: 4.4098e-02 eta: 17:44:50 time: 0.2481 data_time: 0.0020 memory: 2855 loss: 1.6540 2022/12/07 08:23:55 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:24:00 - mmengine - INFO - Epoch(train) [65][2700/5005] lr: 4.4072e-02 eta: 17:44:28 time: 0.2416 data_time: 0.0019 memory: 2855 loss: 1.4571 2022/12/07 08:24:25 - mmengine - INFO - Epoch(train) [65][2800/5005] lr: 4.4046e-02 eta: 17:44:07 time: 0.2467 data_time: 0.0020 memory: 2855 loss: 1.5515 2022/12/07 08:24:50 - mmengine - INFO - Epoch(train) [65][2900/5005] lr: 4.4020e-02 eta: 17:43:46 time: 0.2531 data_time: 0.0021 memory: 2855 loss: 1.5005 2022/12/07 08:25:15 - mmengine - INFO - Epoch(train) [65][3000/5005] lr: 4.3994e-02 eta: 17:43:24 time: 0.2491 data_time: 0.0022 memory: 2855 loss: 1.5374 2022/12/07 08:25:40 - mmengine - INFO - Epoch(train) [65][3100/5005] lr: 4.3968e-02 eta: 17:43:03 time: 0.2507 data_time: 0.0025 memory: 2855 loss: 1.4578 2022/12/07 08:26:05 - mmengine - INFO - Epoch(train) [65][3200/5005] lr: 4.3942e-02 eta: 17:42:41 time: 0.2499 data_time: 0.0024 memory: 2855 loss: 1.6857 2022/12/07 08:26:30 - mmengine - INFO - Epoch(train) [65][3300/5005] lr: 4.3916e-02 eta: 17:42:20 time: 0.2531 data_time: 0.0022 memory: 2855 loss: 1.5883 2022/12/07 08:26:55 - mmengine - INFO - Epoch(train) [65][3400/5005] lr: 4.3890e-02 eta: 17:41:59 time: 0.2506 data_time: 0.0023 memory: 2855 loss: 1.9842 2022/12/07 08:27:20 - mmengine - INFO - Epoch(train) [65][3500/5005] lr: 4.3864e-02 eta: 17:41:37 time: 0.2437 data_time: 0.0023 memory: 2855 loss: 1.6780 2022/12/07 08:27:45 - mmengine - INFO - Epoch(train) [65][3600/5005] lr: 4.3838e-02 eta: 17:41:16 time: 0.2505 data_time: 0.0022 memory: 2855 loss: 1.6009 2022/12/07 08:28:05 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:28:10 - mmengine - INFO - Epoch(train) [65][3700/5005] lr: 4.3812e-02 eta: 17:40:54 time: 0.2514 data_time: 0.0021 memory: 2855 loss: 1.6250 2022/12/07 08:28:35 - mmengine - INFO - Epoch(train) [65][3800/5005] lr: 4.3787e-02 eta: 17:40:33 time: 0.2532 data_time: 0.0015 memory: 2855 loss: 1.6765 2022/12/07 08:28:57 - mmengine - INFO - Epoch(train) [65][3900/5005] lr: 4.3761e-02 eta: 17:40:08 time: 0.2861 data_time: 0.0079 memory: 2855 loss: 1.6898 2022/12/07 08:29:22 - mmengine - INFO - Epoch(train) [65][4000/5005] lr: 4.3735e-02 eta: 17:39:47 time: 0.2498 data_time: 0.0019 memory: 2855 loss: 1.6244 2022/12/07 08:29:47 - mmengine - INFO - Epoch(train) [65][4100/5005] lr: 4.3709e-02 eta: 17:39:26 time: 0.2516 data_time: 0.0021 memory: 2855 loss: 1.7283 2022/12/07 08:30:12 - mmengine - INFO - Epoch(train) [65][4200/5005] lr: 4.3683e-02 eta: 17:39:04 time: 0.2532 data_time: 0.0021 memory: 2855 loss: 1.4709 2022/12/07 08:30:37 - mmengine - INFO - Epoch(train) [65][4300/5005] lr: 4.3657e-02 eta: 17:38:43 time: 0.2503 data_time: 0.0025 memory: 2855 loss: 1.6167 2022/12/07 08:31:02 - mmengine - INFO - Epoch(train) [65][4400/5005] lr: 4.3631e-02 eta: 17:38:22 time: 0.2492 data_time: 0.0023 memory: 2855 loss: 1.6924 2022/12/07 08:31:27 - mmengine - INFO - Epoch(train) [65][4500/5005] lr: 4.3605e-02 eta: 17:38:00 time: 0.2513 data_time: 0.0024 memory: 2855 loss: 1.8062 2022/12/07 08:31:52 - mmengine - INFO - Epoch(train) [65][4600/5005] lr: 4.3579e-02 eta: 17:37:39 time: 0.2491 data_time: 0.0027 memory: 2855 loss: 1.3847 2022/12/07 08:32:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:32:17 - mmengine - INFO - Epoch(train) [65][4700/5005] lr: 4.3553e-02 eta: 17:37:17 time: 0.2442 data_time: 0.0025 memory: 2855 loss: 1.7402 2022/12/07 08:32:42 - mmengine - INFO - Epoch(train) [65][4800/5005] lr: 4.3527e-02 eta: 17:36:56 time: 0.2441 data_time: 0.0021 memory: 2855 loss: 1.6002 2022/12/07 08:33:07 - mmengine - INFO - Epoch(train) [65][4900/5005] lr: 4.3501e-02 eta: 17:36:34 time: 0.2498 data_time: 0.0023 memory: 2855 loss: 1.6514 2022/12/07 08:33:32 - mmengine - INFO - Epoch(train) [65][5000/5005] lr: 4.3475e-02 eta: 17:36:13 time: 0.2543 data_time: 0.0032 memory: 2855 loss: 1.4399 2022/12/07 08:33:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:33:33 - mmengine - INFO - Saving checkpoint at 65 epochs 2022/12/07 08:33:42 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:06 time: 0.0707 data_time: 0.0290 memory: 2855 2022/12/07 08:33:58 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 67.0300 accuracy/top5: 87.9340 2022/12/07 08:34:23 - mmengine - INFO - Epoch(train) [66][ 100/5005] lr: 4.3448e-02 eta: 17:35:51 time: 0.2524 data_time: 0.0017 memory: 2855 loss: 1.7542 2022/12/07 08:34:45 - mmengine - INFO - Epoch(train) [66][ 200/5005] lr: 4.3422e-02 eta: 17:35:26 time: 0.2759 data_time: 0.0089 memory: 2855 loss: 1.7109 2022/12/07 08:35:10 - mmengine - INFO - Epoch(train) [66][ 300/5005] lr: 4.3396e-02 eta: 17:35:05 time: 0.2430 data_time: 0.0023 memory: 2855 loss: 1.6307 2022/12/07 08:35:35 - mmengine - INFO - Epoch(train) [66][ 400/5005] lr: 4.3370e-02 eta: 17:34:44 time: 0.2496 data_time: 0.0019 memory: 2855 loss: 1.6328 2022/12/07 08:36:00 - mmengine - INFO - Epoch(train) [66][ 500/5005] lr: 4.3344e-02 eta: 17:34:22 time: 0.2484 data_time: 0.0024 memory: 2855 loss: 1.8072 2022/12/07 08:36:25 - mmengine - INFO - Epoch(train) [66][ 600/5005] lr: 4.3318e-02 eta: 17:34:01 time: 0.2522 data_time: 0.0020 memory: 2855 loss: 1.6138 2022/12/07 08:36:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:36:50 - mmengine - INFO - Epoch(train) [66][ 700/5005] lr: 4.3292e-02 eta: 17:33:39 time: 0.2519 data_time: 0.0026 memory: 2855 loss: 1.4772 2022/12/07 08:37:15 - mmengine - INFO - Epoch(train) [66][ 800/5005] lr: 4.3267e-02 eta: 17:33:18 time: 0.2434 data_time: 0.0021 memory: 2855 loss: 1.6310 2022/12/07 08:37:40 - mmengine - INFO - Epoch(train) [66][ 900/5005] lr: 4.3241e-02 eta: 17:32:57 time: 0.2496 data_time: 0.0026 memory: 2855 loss: 1.5018 2022/12/07 08:38:05 - mmengine - INFO - Epoch(train) [66][1000/5005] lr: 4.3215e-02 eta: 17:32:35 time: 0.2517 data_time: 0.0023 memory: 2855 loss: 1.5536 2022/12/07 08:38:30 - mmengine - INFO - Epoch(train) [66][1100/5005] lr: 4.3189e-02 eta: 17:32:13 time: 0.2426 data_time: 0.0023 memory: 2855 loss: 1.6822 2022/12/07 08:38:55 - mmengine - INFO - Epoch(train) [66][1200/5005] lr: 4.3163e-02 eta: 17:31:52 time: 0.2655 data_time: 0.0025 memory: 2855 loss: 1.5416 2022/12/07 08:39:20 - mmengine - INFO - Epoch(train) [66][1300/5005] lr: 4.3137e-02 eta: 17:31:31 time: 0.2536 data_time: 0.0023 memory: 2855 loss: 1.8085 2022/12/07 08:39:45 - mmengine - INFO - Epoch(train) [66][1400/5005] lr: 4.3111e-02 eta: 17:31:09 time: 0.2414 data_time: 0.0021 memory: 2855 loss: 1.7074 2022/12/07 08:40:10 - mmengine - INFO - Epoch(train) [66][1500/5005] lr: 4.3085e-02 eta: 17:30:48 time: 0.2445 data_time: 0.0017 memory: 2855 loss: 1.2430 2022/12/07 08:40:33 - mmengine - INFO - Epoch(train) [66][1600/5005] lr: 4.3059e-02 eta: 17:30:24 time: 0.1692 data_time: 0.0078 memory: 2855 loss: 1.3213 2022/12/07 08:40:51 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:40:57 - mmengine - INFO - Epoch(train) [66][1700/5005] lr: 4.3033e-02 eta: 17:30:02 time: 0.2513 data_time: 0.0021 memory: 2855 loss: 1.5326 2022/12/07 08:41:22 - mmengine - INFO - Epoch(train) [66][1800/5005] lr: 4.3008e-02 eta: 17:29:41 time: 0.2478 data_time: 0.0021 memory: 2855 loss: 1.6625 2022/12/07 08:41:47 - mmengine - INFO - Epoch(train) [66][1900/5005] lr: 4.2982e-02 eta: 17:29:19 time: 0.2526 data_time: 0.0022 memory: 2855 loss: 1.4448 2022/12/07 08:42:12 - mmengine - INFO - Epoch(train) [66][2000/5005] lr: 4.2956e-02 eta: 17:28:58 time: 0.2593 data_time: 0.0022 memory: 2855 loss: 1.6952 2022/12/07 08:42:37 - mmengine - INFO - Epoch(train) [66][2100/5005] lr: 4.2930e-02 eta: 17:28:36 time: 0.2537 data_time: 0.0022 memory: 2855 loss: 1.5837 2022/12/07 08:43:02 - mmengine - INFO - Epoch(train) [66][2200/5005] lr: 4.2904e-02 eta: 17:28:15 time: 0.2510 data_time: 0.0022 memory: 2855 loss: 1.6239 2022/12/07 08:43:27 - mmengine - INFO - Epoch(train) [66][2300/5005] lr: 4.2878e-02 eta: 17:27:53 time: 0.2477 data_time: 0.0025 memory: 2855 loss: 1.4791 2022/12/07 08:43:52 - mmengine - INFO - Epoch(train) [66][2400/5005] lr: 4.2852e-02 eta: 17:27:32 time: 0.2435 data_time: 0.0022 memory: 2855 loss: 1.8280 2022/12/07 08:44:17 - mmengine - INFO - Epoch(train) [66][2500/5005] lr: 4.2826e-02 eta: 17:27:10 time: 0.2467 data_time: 0.0021 memory: 2855 loss: 1.4109 2022/12/07 08:44:42 - mmengine - INFO - Epoch(train) [66][2600/5005] lr: 4.2800e-02 eta: 17:26:49 time: 0.2511 data_time: 0.0024 memory: 2855 loss: 1.4752 2022/12/07 08:45:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:45:07 - mmengine - INFO - Epoch(train) [66][2700/5005] lr: 4.2775e-02 eta: 17:26:27 time: 0.2531 data_time: 0.0022 memory: 2855 loss: 1.6713 2022/12/07 08:45:32 - mmengine - INFO - Epoch(train) [66][2800/5005] lr: 4.2749e-02 eta: 17:26:06 time: 0.2523 data_time: 0.0025 memory: 2855 loss: 1.5714 2022/12/07 08:45:57 - mmengine - INFO - Epoch(train) [66][2900/5005] lr: 4.2723e-02 eta: 17:25:45 time: 0.2523 data_time: 0.0017 memory: 2855 loss: 1.6058 2022/12/07 08:46:22 - mmengine - INFO - Epoch(train) [66][3000/5005] lr: 4.2697e-02 eta: 17:25:23 time: 0.2264 data_time: 0.0017 memory: 2855 loss: 1.4757 2022/12/07 08:46:45 - mmengine - INFO - Epoch(train) [66][3100/5005] lr: 4.2671e-02 eta: 17:24:59 time: 0.2469 data_time: 0.0031 memory: 2855 loss: 1.6724 2022/12/07 08:47:10 - mmengine - INFO - Epoch(train) [66][3200/5005] lr: 4.2645e-02 eta: 17:24:38 time: 0.2441 data_time: 0.0020 memory: 2855 loss: 1.6655 2022/12/07 08:47:35 - mmengine - INFO - Epoch(train) [66][3300/5005] lr: 4.2619e-02 eta: 17:24:16 time: 0.2443 data_time: 0.0021 memory: 2855 loss: 1.5970 2022/12/07 08:48:00 - mmengine - INFO - Epoch(train) [66][3400/5005] lr: 4.2593e-02 eta: 17:23:55 time: 0.2531 data_time: 0.0024 memory: 2855 loss: 1.7974 2022/12/07 08:48:25 - mmengine - INFO - Epoch(train) [66][3500/5005] lr: 4.2568e-02 eta: 17:23:33 time: 0.2536 data_time: 0.0022 memory: 2855 loss: 1.5902 2022/12/07 08:48:50 - mmengine - INFO - Epoch(train) [66][3600/5005] lr: 4.2542e-02 eta: 17:23:12 time: 0.2420 data_time: 0.0021 memory: 2855 loss: 1.7198 2022/12/07 08:49:08 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:49:15 - mmengine - INFO - Epoch(train) [66][3700/5005] lr: 4.2516e-02 eta: 17:22:50 time: 0.2442 data_time: 0.0022 memory: 2855 loss: 1.6747 2022/12/07 08:49:40 - mmengine - INFO - Epoch(train) [66][3800/5005] lr: 4.2490e-02 eta: 17:22:29 time: 0.2523 data_time: 0.0026 memory: 2855 loss: 1.7737 2022/12/07 08:50:05 - mmengine - INFO - Epoch(train) [66][3900/5005] lr: 4.2464e-02 eta: 17:22:07 time: 0.2512 data_time: 0.0020 memory: 2855 loss: 1.6212 2022/12/07 08:50:30 - mmengine - INFO - Epoch(train) [66][4000/5005] lr: 4.2438e-02 eta: 17:21:46 time: 0.2401 data_time: 0.0023 memory: 2855 loss: 1.4987 2022/12/07 08:50:55 - mmengine - INFO - Epoch(train) [66][4100/5005] lr: 4.2412e-02 eta: 17:21:24 time: 0.2457 data_time: 0.0024 memory: 2855 loss: 1.4890 2022/12/07 08:51:20 - mmengine - INFO - Epoch(train) [66][4200/5005] lr: 4.2387e-02 eta: 17:21:02 time: 0.2477 data_time: 0.0024 memory: 2855 loss: 1.4872 2022/12/07 08:51:44 - mmengine - INFO - Epoch(train) [66][4300/5005] lr: 4.2361e-02 eta: 17:20:41 time: 0.2491 data_time: 0.0020 memory: 2855 loss: 1.6249 2022/12/07 08:52:10 - mmengine - INFO - Epoch(train) [66][4400/5005] lr: 4.2335e-02 eta: 17:20:19 time: 0.2530 data_time: 0.0016 memory: 2855 loss: 1.7201 2022/12/07 08:52:32 - mmengine - INFO - Epoch(train) [66][4500/5005] lr: 4.2309e-02 eta: 17:19:56 time: 0.2720 data_time: 0.0079 memory: 2855 loss: 1.6337 2022/12/07 08:52:57 - mmengine - INFO - Epoch(train) [66][4600/5005] lr: 4.2283e-02 eta: 17:19:34 time: 0.2502 data_time: 0.0022 memory: 2855 loss: 1.5493 2022/12/07 08:53:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:53:22 - mmengine - INFO - Epoch(train) [66][4700/5005] lr: 4.2257e-02 eta: 17:19:13 time: 0.2501 data_time: 0.0025 memory: 2855 loss: 1.8495 2022/12/07 08:53:47 - mmengine - INFO - Epoch(train) [66][4800/5005] lr: 4.2231e-02 eta: 17:18:51 time: 0.2553 data_time: 0.0021 memory: 2855 loss: 1.8074 2022/12/07 08:54:12 - mmengine - INFO - Epoch(train) [66][4900/5005] lr: 4.2206e-02 eta: 17:18:30 time: 0.2512 data_time: 0.0022 memory: 2855 loss: 1.8775 2022/12/07 08:54:37 - mmengine - INFO - Epoch(train) [66][5000/5005] lr: 4.2180e-02 eta: 17:18:08 time: 0.2413 data_time: 0.0038 memory: 2855 loss: 1.5319 2022/12/07 08:54:38 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:54:38 - mmengine - INFO - Saving checkpoint at 66 epochs 2022/12/07 08:54:47 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:06 time: 0.0708 data_time: 0.0287 memory: 2855 2022/12/07 08:55:03 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 66.7460 accuracy/top5: 87.9300 2022/12/07 08:55:29 - mmengine - INFO - Epoch(train) [67][ 100/5005] lr: 4.2153e-02 eta: 17:17:46 time: 0.2448 data_time: 0.0019 memory: 2855 loss: 1.4621 2022/12/07 08:55:54 - mmengine - INFO - Epoch(train) [67][ 200/5005] lr: 4.2127e-02 eta: 17:17:24 time: 0.2438 data_time: 0.0024 memory: 2855 loss: 1.6845 2022/12/07 08:56:19 - mmengine - INFO - Epoch(train) [67][ 300/5005] lr: 4.2101e-02 eta: 17:17:03 time: 0.2498 data_time: 0.0021 memory: 2855 loss: 1.8082 2022/12/07 08:56:44 - mmengine - INFO - Epoch(train) [67][ 400/5005] lr: 4.2075e-02 eta: 17:16:41 time: 0.2519 data_time: 0.0024 memory: 2855 loss: 1.5404 2022/12/07 08:57:09 - mmengine - INFO - Epoch(train) [67][ 500/5005] lr: 4.2049e-02 eta: 17:16:20 time: 0.2481 data_time: 0.0025 memory: 2855 loss: 1.5170 2022/12/07 08:57:34 - mmengine - INFO - Epoch(train) [67][ 600/5005] lr: 4.2024e-02 eta: 17:15:58 time: 0.2449 data_time: 0.0023 memory: 2855 loss: 1.7521 2022/12/07 08:57:51 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 08:57:59 - mmengine - INFO - Epoch(train) [67][ 700/5005] lr: 4.1998e-02 eta: 17:15:37 time: 0.2498 data_time: 0.0017 memory: 2855 loss: 1.6093 2022/12/07 08:58:21 - mmengine - INFO - Epoch(train) [67][ 800/5005] lr: 4.1972e-02 eta: 17:15:13 time: 0.2901 data_time: 0.0083 memory: 2855 loss: 1.6238 2022/12/07 08:58:46 - mmengine - INFO - Epoch(train) [67][ 900/5005] lr: 4.1946e-02 eta: 17:14:51 time: 0.2497 data_time: 0.0021 memory: 2855 loss: 1.6993 2022/12/07 08:59:11 - mmengine - INFO - Epoch(train) [67][1000/5005] lr: 4.1920e-02 eta: 17:14:30 time: 0.2535 data_time: 0.0020 memory: 2855 loss: 1.5568 2022/12/07 08:59:37 - mmengine - INFO - Epoch(train) [67][1100/5005] lr: 4.1895e-02 eta: 17:14:08 time: 0.2501 data_time: 0.0019 memory: 2855 loss: 1.3330 2022/12/07 09:00:01 - mmengine - INFO - Epoch(train) [67][1200/5005] lr: 4.1869e-02 eta: 17:13:47 time: 0.2416 data_time: 0.0024 memory: 2855 loss: 1.6804 2022/12/07 09:00:26 - mmengine - INFO - Epoch(train) [67][1300/5005] lr: 4.1843e-02 eta: 17:13:25 time: 0.2500 data_time: 0.0029 memory: 2855 loss: 1.4899 2022/12/07 09:00:51 - mmengine - INFO - Epoch(train) [67][1400/5005] lr: 4.1817e-02 eta: 17:13:04 time: 0.2496 data_time: 0.0022 memory: 2855 loss: 1.7480 2022/12/07 09:01:16 - mmengine - INFO - Epoch(train) [67][1500/5005] lr: 4.1791e-02 eta: 17:12:42 time: 0.2494 data_time: 0.0024 memory: 2855 loss: 1.5525 2022/12/07 09:01:41 - mmengine - INFO - Epoch(train) [67][1600/5005] lr: 4.1766e-02 eta: 17:12:20 time: 0.2420 data_time: 0.0025 memory: 2855 loss: 1.6340 2022/12/07 09:01:59 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:02:06 - mmengine - INFO - Epoch(train) [67][1700/5005] lr: 4.1740e-02 eta: 17:11:59 time: 0.2521 data_time: 0.0026 memory: 2855 loss: 1.5590 2022/12/07 09:02:31 - mmengine - INFO - Epoch(train) [67][1800/5005] lr: 4.1714e-02 eta: 17:11:37 time: 0.2532 data_time: 0.0023 memory: 2855 loss: 1.8023 2022/12/07 09:02:56 - mmengine - INFO - Epoch(train) [67][1900/5005] lr: 4.1688e-02 eta: 17:11:16 time: 0.2500 data_time: 0.0024 memory: 2855 loss: 1.4373 2022/12/07 09:03:21 - mmengine - INFO - Epoch(train) [67][2000/5005] lr: 4.1662e-02 eta: 17:10:54 time: 0.2480 data_time: 0.0024 memory: 2855 loss: 1.6757 2022/12/07 09:03:46 - mmengine - INFO - Epoch(train) [67][2100/5005] lr: 4.1637e-02 eta: 17:10:32 time: 0.2439 data_time: 0.0016 memory: 2855 loss: 1.8121 2022/12/07 09:04:09 - mmengine - INFO - Epoch(train) [67][2200/5005] lr: 4.1611e-02 eta: 17:10:09 time: 0.1827 data_time: 0.0031 memory: 2855 loss: 1.5159 2022/12/07 09:04:34 - mmengine - INFO - Epoch(train) [67][2300/5005] lr: 4.1585e-02 eta: 17:09:48 time: 0.2524 data_time: 0.0020 memory: 2855 loss: 1.4042 2022/12/07 09:05:00 - mmengine - INFO - Epoch(train) [67][2400/5005] lr: 4.1559e-02 eta: 17:09:26 time: 0.2516 data_time: 0.0020 memory: 2855 loss: 1.6462 2022/12/07 09:05:25 - mmengine - INFO - Epoch(train) [67][2500/5005] lr: 4.1533e-02 eta: 17:09:05 time: 0.2533 data_time: 0.0020 memory: 2855 loss: 1.6500 2022/12/07 09:05:50 - mmengine - INFO - Epoch(train) [67][2600/5005] lr: 4.1508e-02 eta: 17:08:43 time: 0.2511 data_time: 0.0025 memory: 2855 loss: 1.7465 2022/12/07 09:06:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:06:15 - mmengine - INFO - Epoch(train) [67][2700/5005] lr: 4.1482e-02 eta: 17:08:22 time: 0.2502 data_time: 0.0019 memory: 2855 loss: 1.5787 2022/12/07 09:06:40 - mmengine - INFO - Epoch(train) [67][2800/5005] lr: 4.1456e-02 eta: 17:08:00 time: 0.2526 data_time: 0.0024 memory: 2855 loss: 1.7591 2022/12/07 09:07:05 - mmengine - INFO - Epoch(train) [67][2900/5005] lr: 4.1430e-02 eta: 17:07:38 time: 0.2464 data_time: 0.0025 memory: 2855 loss: 1.4848 2022/12/07 09:07:30 - mmengine - INFO - Epoch(train) [67][3000/5005] lr: 4.1405e-02 eta: 17:07:17 time: 0.2406 data_time: 0.0023 memory: 2855 loss: 1.5118 2022/12/07 09:07:55 - mmengine - INFO - Epoch(train) [67][3100/5005] lr: 4.1379e-02 eta: 17:06:55 time: 0.2528 data_time: 0.0023 memory: 2855 loss: 1.6057 2022/12/07 09:08:20 - mmengine - INFO - Epoch(train) [67][3200/5005] lr: 4.1353e-02 eta: 17:06:34 time: 0.2495 data_time: 0.0021 memory: 2855 loss: 1.6104 2022/12/07 09:08:45 - mmengine - INFO - Epoch(train) [67][3300/5005] lr: 4.1327e-02 eta: 17:06:12 time: 0.2499 data_time: 0.0022 memory: 2855 loss: 1.6358 2022/12/07 09:09:10 - mmengine - INFO - Epoch(train) [67][3400/5005] lr: 4.1302e-02 eta: 17:05:50 time: 0.2473 data_time: 0.0025 memory: 2855 loss: 1.5358 2022/12/07 09:09:35 - mmengine - INFO - Epoch(train) [67][3500/5005] lr: 4.1276e-02 eta: 17:05:29 time: 0.2524 data_time: 0.0017 memory: 2855 loss: 1.4767 2022/12/07 09:09:59 - mmengine - INFO - Epoch(train) [67][3600/5005] lr: 4.1250e-02 eta: 17:05:07 time: 0.1705 data_time: 0.0049 memory: 2855 loss: 1.2582 2022/12/07 09:10:14 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:10:22 - mmengine - INFO - Epoch(train) [67][3700/5005] lr: 4.1224e-02 eta: 17:04:43 time: 0.2381 data_time: 0.0025 memory: 2855 loss: 1.5198 2022/12/07 09:10:47 - mmengine - INFO - Epoch(train) [67][3800/5005] lr: 4.1199e-02 eta: 17:04:22 time: 0.2514 data_time: 0.0019 memory: 2855 loss: 1.6072 2022/12/07 09:11:12 - mmengine - INFO - Epoch(train) [67][3900/5005] lr: 4.1173e-02 eta: 17:04:00 time: 0.2513 data_time: 0.0018 memory: 2855 loss: 1.5218 2022/12/07 09:11:37 - mmengine - INFO - Epoch(train) [67][4000/5005] lr: 4.1147e-02 eta: 17:03:39 time: 0.2531 data_time: 0.0021 memory: 2855 loss: 1.5492 2022/12/07 09:12:02 - mmengine - INFO - Epoch(train) [67][4100/5005] lr: 4.1121e-02 eta: 17:03:17 time: 0.2495 data_time: 0.0021 memory: 2855 loss: 1.4529 2022/12/07 09:12:27 - mmengine - INFO - Epoch(train) [67][4200/5005] lr: 4.1096e-02 eta: 17:02:55 time: 0.2513 data_time: 0.0019 memory: 2855 loss: 1.5976 2022/12/07 09:12:52 - mmengine - INFO - Epoch(train) [67][4300/5005] lr: 4.1070e-02 eta: 17:02:34 time: 0.2599 data_time: 0.0020 memory: 2855 loss: 1.4016 2022/12/07 09:13:17 - mmengine - INFO - Epoch(train) [67][4400/5005] lr: 4.1044e-02 eta: 17:02:12 time: 0.2501 data_time: 0.0020 memory: 2855 loss: 1.5626 2022/12/07 09:13:42 - mmengine - INFO - Epoch(train) [67][4500/5005] lr: 4.1018e-02 eta: 17:01:50 time: 0.2494 data_time: 0.0025 memory: 2855 loss: 1.4922 2022/12/07 09:14:07 - mmengine - INFO - Epoch(train) [67][4600/5005] lr: 4.0993e-02 eta: 17:01:29 time: 0.2448 data_time: 0.0021 memory: 2855 loss: 1.6039 2022/12/07 09:14:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:14:32 - mmengine - INFO - Epoch(train) [67][4700/5005] lr: 4.0967e-02 eta: 17:01:07 time: 0.2442 data_time: 0.0027 memory: 2855 loss: 1.4424 2022/12/07 09:14:57 - mmengine - INFO - Epoch(train) [67][4800/5005] lr: 4.0941e-02 eta: 17:00:45 time: 0.2510 data_time: 0.0023 memory: 2855 loss: 1.5438 2022/12/07 09:15:22 - mmengine - INFO - Epoch(train) [67][4900/5005] lr: 4.0915e-02 eta: 17:00:24 time: 0.2498 data_time: 0.0018 memory: 2855 loss: 1.8038 2022/12/07 09:15:47 - mmengine - INFO - Epoch(train) [67][5000/5005] lr: 4.0890e-02 eta: 17:00:02 time: 0.2465 data_time: 0.0025 memory: 2855 loss: 1.5702 2022/12/07 09:15:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:15:48 - mmengine - INFO - Saving checkpoint at 67 epochs 2022/12/07 09:15:59 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:08 time: 0.1294 data_time: 0.0907 memory: 2855 2022/12/07 09:16:21 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 67.2920 accuracy/top5: 88.2420 2022/12/07 09:16:46 - mmengine - INFO - Epoch(train) [68][ 100/5005] lr: 4.0863e-02 eta: 16:59:40 time: 0.2498 data_time: 0.0022 memory: 2855 loss: 1.6864 2022/12/07 09:17:11 - mmengine - INFO - Epoch(train) [68][ 200/5005] lr: 4.0837e-02 eta: 16:59:18 time: 0.2488 data_time: 0.0025 memory: 2855 loss: 1.4174 2022/12/07 09:17:36 - mmengine - INFO - Epoch(train) [68][ 300/5005] lr: 4.0811e-02 eta: 16:58:57 time: 0.2580 data_time: 0.0024 memory: 2855 loss: 1.3559 2022/12/07 09:18:01 - mmengine - INFO - Epoch(train) [68][ 400/5005] lr: 4.0786e-02 eta: 16:58:35 time: 0.2504 data_time: 0.0022 memory: 2855 loss: 1.4137 2022/12/07 09:18:26 - mmengine - INFO - Epoch(train) [68][ 500/5005] lr: 4.0760e-02 eta: 16:58:13 time: 0.2517 data_time: 0.0023 memory: 2855 loss: 1.5835 2022/12/07 09:18:51 - mmengine - INFO - Epoch(train) [68][ 600/5005] lr: 4.0734e-02 eta: 16:57:52 time: 0.2542 data_time: 0.0022 memory: 2855 loss: 1.5670 2022/12/07 09:19:08 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:19:16 - mmengine - INFO - Epoch(train) [68][ 700/5005] lr: 4.0709e-02 eta: 16:57:30 time: 0.2502 data_time: 0.0022 memory: 2855 loss: 1.6235 2022/12/07 09:19:42 - mmengine - INFO - Epoch(train) [68][ 800/5005] lr: 4.0683e-02 eta: 16:57:09 time: 0.2516 data_time: 0.0025 memory: 2855 loss: 1.6276 2022/12/07 09:20:06 - mmengine - INFO - Epoch(train) [68][ 900/5005] lr: 4.0657e-02 eta: 16:56:47 time: 0.2464 data_time: 0.0025 memory: 2855 loss: 1.5380 2022/12/07 09:20:32 - mmengine - INFO - Epoch(train) [68][1000/5005] lr: 4.0631e-02 eta: 16:56:25 time: 0.2438 data_time: 0.0022 memory: 2855 loss: 1.6047 2022/12/07 09:20:57 - mmengine - INFO - Epoch(train) [68][1100/5005] lr: 4.0606e-02 eta: 16:56:04 time: 0.2445 data_time: 0.0022 memory: 2855 loss: 1.3524 2022/12/07 09:21:22 - mmengine - INFO - Epoch(train) [68][1200/5005] lr: 4.0580e-02 eta: 16:55:42 time: 0.2523 data_time: 0.0017 memory: 2855 loss: 1.5218 2022/12/07 09:21:46 - mmengine - INFO - Epoch(train) [68][1300/5005] lr: 4.0554e-02 eta: 16:55:20 time: 0.2038 data_time: 0.0048 memory: 2855 loss: 1.3802 2022/12/07 09:22:09 - mmengine - INFO - Epoch(train) [68][1400/5005] lr: 4.0529e-02 eta: 16:54:57 time: 0.2460 data_time: 0.0033 memory: 2855 loss: 1.6017 2022/12/07 09:22:34 - mmengine - INFO - Epoch(train) [68][1500/5005] lr: 4.0503e-02 eta: 16:54:35 time: 0.2507 data_time: 0.0020 memory: 2855 loss: 1.6346 2022/12/07 09:22:59 - mmengine - INFO - Epoch(train) [68][1600/5005] lr: 4.0477e-02 eta: 16:54:13 time: 0.2498 data_time: 0.0021 memory: 2855 loss: 1.6258 2022/12/07 09:23:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:23:24 - mmengine - INFO - Epoch(train) [68][1700/5005] lr: 4.0452e-02 eta: 16:53:52 time: 0.2508 data_time: 0.0024 memory: 2855 loss: 1.7167 2022/12/07 09:23:49 - mmengine - INFO - Epoch(train) [68][1800/5005] lr: 4.0426e-02 eta: 16:53:30 time: 0.2515 data_time: 0.0022 memory: 2855 loss: 1.5091 2022/12/07 09:24:14 - mmengine - INFO - Epoch(train) [68][1900/5005] lr: 4.0400e-02 eta: 16:53:08 time: 0.2536 data_time: 0.0022 memory: 2855 loss: 1.6798 2022/12/07 09:24:39 - mmengine - INFO - Epoch(train) [68][2000/5005] lr: 4.0375e-02 eta: 16:52:47 time: 0.2455 data_time: 0.0026 memory: 2855 loss: 1.6513 2022/12/07 09:25:04 - mmengine - INFO - Epoch(train) [68][2100/5005] lr: 4.0349e-02 eta: 16:52:25 time: 0.2399 data_time: 0.0026 memory: 2855 loss: 1.6472 2022/12/07 09:25:29 - mmengine - INFO - Epoch(train) [68][2200/5005] lr: 4.0323e-02 eta: 16:52:03 time: 0.2481 data_time: 0.0024 memory: 2855 loss: 1.6586 2022/12/07 09:25:54 - mmengine - INFO - Epoch(train) [68][2300/5005] lr: 4.0298e-02 eta: 16:51:42 time: 0.2514 data_time: 0.0024 memory: 2855 loss: 1.6209 2022/12/07 09:26:19 - mmengine - INFO - Epoch(train) [68][2400/5005] lr: 4.0272e-02 eta: 16:51:20 time: 0.2562 data_time: 0.0020 memory: 2855 loss: 1.8577 2022/12/07 09:26:44 - mmengine - INFO - Epoch(train) [68][2500/5005] lr: 4.0246e-02 eta: 16:50:58 time: 0.2518 data_time: 0.0023 memory: 2855 loss: 1.7256 2022/12/07 09:27:09 - mmengine - INFO - Epoch(train) [68][2600/5005] lr: 4.0221e-02 eta: 16:50:36 time: 0.2502 data_time: 0.0019 memory: 2855 loss: 1.7407 2022/12/07 09:27:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:27:34 - mmengine - INFO - Epoch(train) [68][2700/5005] lr: 4.0195e-02 eta: 16:50:15 time: 0.2551 data_time: 0.0017 memory: 2855 loss: 1.6928 2022/12/07 09:27:56 - mmengine - INFO - Epoch(train) [68][2800/5005] lr: 4.0169e-02 eta: 16:49:51 time: 0.2686 data_time: 0.0065 memory: 2855 loss: 1.5232 2022/12/07 09:28:21 - mmengine - INFO - Epoch(train) [68][2900/5005] lr: 4.0144e-02 eta: 16:49:29 time: 0.2489 data_time: 0.0020 memory: 2855 loss: 1.7987 2022/12/07 09:28:46 - mmengine - INFO - Epoch(train) [68][3000/5005] lr: 4.0118e-02 eta: 16:49:07 time: 0.2501 data_time: 0.0020 memory: 2855 loss: 1.5876 2022/12/07 09:29:11 - mmengine - INFO - Epoch(train) [68][3100/5005] lr: 4.0093e-02 eta: 16:48:45 time: 0.2468 data_time: 0.0025 memory: 2855 loss: 1.6742 2022/12/07 09:29:36 - mmengine - INFO - Epoch(train) [68][3200/5005] lr: 4.0067e-02 eta: 16:48:24 time: 0.2468 data_time: 0.0021 memory: 2855 loss: 1.7123 2022/12/07 09:30:01 - mmengine - INFO - Epoch(train) [68][3300/5005] lr: 4.0041e-02 eta: 16:48:02 time: 0.2478 data_time: 0.0024 memory: 2855 loss: 1.4447 2022/12/07 09:30:26 - mmengine - INFO - Epoch(train) [68][3400/5005] lr: 4.0016e-02 eta: 16:47:40 time: 0.2508 data_time: 0.0022 memory: 2855 loss: 1.7566 2022/12/07 09:30:51 - mmengine - INFO - Epoch(train) [68][3500/5005] lr: 3.9990e-02 eta: 16:47:19 time: 0.2555 data_time: 0.0023 memory: 2855 loss: 1.5023 2022/12/07 09:31:16 - mmengine - INFO - Epoch(train) [68][3600/5005] lr: 3.9964e-02 eta: 16:46:57 time: 0.2549 data_time: 0.0027 memory: 2855 loss: 1.5062 2022/12/07 09:31:32 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:31:41 - mmengine - INFO - Epoch(train) [68][3700/5005] lr: 3.9939e-02 eta: 16:46:35 time: 0.2516 data_time: 0.0023 memory: 2855 loss: 1.7108 2022/12/07 09:32:06 - mmengine - INFO - Epoch(train) [68][3800/5005] lr: 3.9913e-02 eta: 16:46:14 time: 0.2413 data_time: 0.0028 memory: 2855 loss: 1.3449 2022/12/07 09:32:31 - mmengine - INFO - Epoch(train) [68][3900/5005] lr: 3.9888e-02 eta: 16:45:52 time: 0.2425 data_time: 0.0026 memory: 2855 loss: 1.4698 2022/12/07 09:32:56 - mmengine - INFO - Epoch(train) [68][4000/5005] lr: 3.9862e-02 eta: 16:45:30 time: 0.2551 data_time: 0.0024 memory: 2855 loss: 1.5883 2022/12/07 09:33:21 - mmengine - INFO - Epoch(train) [68][4100/5005] lr: 3.9836e-02 eta: 16:45:09 time: 0.2450 data_time: 0.0017 memory: 2855 loss: 1.6266 2022/12/07 09:33:43 - mmengine - INFO - Epoch(train) [68][4200/5005] lr: 3.9811e-02 eta: 16:44:45 time: 0.2067 data_time: 0.0041 memory: 2855 loss: 1.6044 2022/12/07 09:34:09 - mmengine - INFO - Epoch(train) [68][4300/5005] lr: 3.9785e-02 eta: 16:44:24 time: 0.2496 data_time: 0.0019 memory: 2855 loss: 1.5857 2022/12/07 09:34:34 - mmengine - INFO - Epoch(train) [68][4400/5005] lr: 3.9759e-02 eta: 16:44:02 time: 0.2523 data_time: 0.0021 memory: 2855 loss: 1.7467 2022/12/07 09:34:59 - mmengine - INFO - Epoch(train) [68][4500/5005] lr: 3.9734e-02 eta: 16:43:40 time: 0.2485 data_time: 0.0025 memory: 2855 loss: 1.2970 2022/12/07 09:35:24 - mmengine - INFO - Epoch(train) [68][4600/5005] lr: 3.9708e-02 eta: 16:43:18 time: 0.2437 data_time: 0.0023 memory: 2855 loss: 1.4391 2022/12/07 09:35:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:35:49 - mmengine - INFO - Epoch(train) [68][4700/5005] lr: 3.9683e-02 eta: 16:42:57 time: 0.2492 data_time: 0.0025 memory: 2855 loss: 1.4143 2022/12/07 09:36:14 - mmengine - INFO - Epoch(train) [68][4800/5005] lr: 3.9657e-02 eta: 16:42:35 time: 0.2485 data_time: 0.0023 memory: 2855 loss: 1.7630 2022/12/07 09:36:39 - mmengine - INFO - Epoch(train) [68][4900/5005] lr: 3.9632e-02 eta: 16:42:13 time: 0.2518 data_time: 0.0024 memory: 2855 loss: 1.6185 2022/12/07 09:37:04 - mmengine - INFO - Epoch(train) [68][5000/5005] lr: 3.9606e-02 eta: 16:41:52 time: 0.2455 data_time: 0.0034 memory: 2855 loss: 1.4851 2022/12/07 09:37:05 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:37:05 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/12/07 09:37:14 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:06 time: 0.0710 data_time: 0.0289 memory: 2855 2022/12/07 09:37:31 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 68.3340 accuracy/top5: 88.7080 2022/12/07 09:37:56 - mmengine - INFO - Epoch(train) [69][ 100/5005] lr: 3.9579e-02 eta: 16:41:29 time: 0.2441 data_time: 0.0023 memory: 2855 loss: 1.3498 2022/12/07 09:38:21 - mmengine - INFO - Epoch(train) [69][ 200/5005] lr: 3.9554e-02 eta: 16:41:07 time: 0.2428 data_time: 0.0024 memory: 2855 loss: 1.3658 2022/12/07 09:38:46 - mmengine - INFO - Epoch(train) [69][ 300/5005] lr: 3.9528e-02 eta: 16:40:45 time: 0.2446 data_time: 0.0023 memory: 2855 loss: 1.6033 2022/12/07 09:39:11 - mmengine - INFO - Epoch(train) [69][ 400/5005] lr: 3.9502e-02 eta: 16:40:24 time: 0.2517 data_time: 0.0017 memory: 2855 loss: 1.6334 2022/12/07 09:39:33 - mmengine - INFO - Epoch(train) [69][ 500/5005] lr: 3.9477e-02 eta: 16:40:00 time: 0.1972 data_time: 0.0094 memory: 2855 loss: 1.4875 2022/12/07 09:39:58 - mmengine - INFO - Epoch(train) [69][ 600/5005] lr: 3.9451e-02 eta: 16:39:38 time: 0.2500 data_time: 0.0021 memory: 2855 loss: 1.5482 2022/12/07 09:40:14 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:40:23 - mmengine - INFO - Epoch(train) [69][ 700/5005] lr: 3.9426e-02 eta: 16:39:17 time: 0.2497 data_time: 0.0024 memory: 2855 loss: 1.7041 2022/12/07 09:40:49 - mmengine - INFO - Epoch(train) [69][ 800/5005] lr: 3.9400e-02 eta: 16:38:55 time: 0.2532 data_time: 0.0024 memory: 2855 loss: 1.4103 2022/12/07 09:41:13 - mmengine - INFO - Epoch(train) [69][ 900/5005] lr: 3.9375e-02 eta: 16:38:33 time: 0.2407 data_time: 0.0024 memory: 2855 loss: 1.4487 2022/12/07 09:41:39 - mmengine - INFO - Epoch(train) [69][1000/5005] lr: 3.9349e-02 eta: 16:38:12 time: 0.2463 data_time: 0.0022 memory: 2855 loss: 1.3066 2022/12/07 09:42:04 - mmengine - INFO - Epoch(train) [69][1100/5005] lr: 3.9323e-02 eta: 16:37:50 time: 0.2448 data_time: 0.0023 memory: 2855 loss: 1.2851 2022/12/07 09:42:29 - mmengine - INFO - Epoch(train) [69][1200/5005] lr: 3.9298e-02 eta: 16:37:28 time: 0.2436 data_time: 0.0025 memory: 2855 loss: 1.5711 2022/12/07 09:42:54 - mmengine - INFO - Epoch(train) [69][1300/5005] lr: 3.9272e-02 eta: 16:37:06 time: 0.2497 data_time: 0.0024 memory: 2855 loss: 1.4691 2022/12/07 09:43:19 - mmengine - INFO - Epoch(train) [69][1400/5005] lr: 3.9247e-02 eta: 16:36:45 time: 0.2494 data_time: 0.0026 memory: 2855 loss: 1.3969 2022/12/07 09:43:44 - mmengine - INFO - Epoch(train) [69][1500/5005] lr: 3.9221e-02 eta: 16:36:23 time: 0.2503 data_time: 0.0028 memory: 2855 loss: 1.6757 2022/12/07 09:44:09 - mmengine - INFO - Epoch(train) [69][1600/5005] lr: 3.9196e-02 eta: 16:36:01 time: 0.2501 data_time: 0.0024 memory: 2855 loss: 1.4049 2022/12/07 09:44:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:44:33 - mmengine - INFO - Epoch(train) [69][1700/5005] lr: 3.9170e-02 eta: 16:35:39 time: 0.2488 data_time: 0.0025 memory: 2855 loss: 1.3903 2022/12/07 09:44:59 - mmengine - INFO - Epoch(train) [69][1800/5005] lr: 3.9145e-02 eta: 16:35:17 time: 0.2499 data_time: 0.0017 memory: 2855 loss: 1.6501 2022/12/07 09:45:22 - mmengine - INFO - Epoch(train) [69][1900/5005] lr: 3.9119e-02 eta: 16:34:55 time: 0.1680 data_time: 0.0119 memory: 2855 loss: 1.5573 2022/12/07 09:45:46 - mmengine - INFO - Epoch(train) [69][2000/5005] lr: 3.9094e-02 eta: 16:34:32 time: 0.2491 data_time: 0.0024 memory: 2855 loss: 1.5133 2022/12/07 09:46:11 - mmengine - INFO - Epoch(train) [69][2100/5005] lr: 3.9068e-02 eta: 16:34:10 time: 0.2429 data_time: 0.0019 memory: 2855 loss: 1.6190 2022/12/07 09:46:36 - mmengine - INFO - Epoch(train) [69][2200/5005] lr: 3.9043e-02 eta: 16:33:48 time: 0.2475 data_time: 0.0021 memory: 2855 loss: 1.5295 2022/12/07 09:47:01 - mmengine - INFO - Epoch(train) [69][2300/5005] lr: 3.9017e-02 eta: 16:33:26 time: 0.2512 data_time: 0.0025 memory: 2855 loss: 1.6299 2022/12/07 09:47:26 - mmengine - INFO - Epoch(train) [69][2400/5005] lr: 3.8992e-02 eta: 16:33:05 time: 0.2497 data_time: 0.0024 memory: 2855 loss: 1.5715 2022/12/07 09:47:51 - mmengine - INFO - Epoch(train) [69][2500/5005] lr: 3.8966e-02 eta: 16:32:43 time: 0.2510 data_time: 0.0024 memory: 2855 loss: 1.5603 2022/12/07 09:48:16 - mmengine - INFO - Epoch(train) [69][2600/5005] lr: 3.8941e-02 eta: 16:32:21 time: 0.2476 data_time: 0.0024 memory: 2855 loss: 1.4667 2022/12/07 09:48:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:48:41 - mmengine - INFO - Epoch(train) [69][2700/5005] lr: 3.8915e-02 eta: 16:31:59 time: 0.2465 data_time: 0.0026 memory: 2855 loss: 1.6817 2022/12/07 09:49:06 - mmengine - INFO - Epoch(train) [69][2800/5005] lr: 3.8890e-02 eta: 16:31:38 time: 0.2523 data_time: 0.0023 memory: 2855 loss: 1.6393 2022/12/07 09:49:31 - mmengine - INFO - Epoch(train) [69][2900/5005] lr: 3.8864e-02 eta: 16:31:16 time: 0.2510 data_time: 0.0025 memory: 2855 loss: 1.6172 2022/12/07 09:49:56 - mmengine - INFO - Epoch(train) [69][3000/5005] lr: 3.8839e-02 eta: 16:30:54 time: 0.2419 data_time: 0.0022 memory: 2855 loss: 1.6344 2022/12/07 09:50:21 - mmengine - INFO - Epoch(train) [69][3100/5005] lr: 3.8813e-02 eta: 16:30:32 time: 0.2519 data_time: 0.0022 memory: 2855 loss: 1.5781 2022/12/07 09:50:46 - mmengine - INFO - Epoch(train) [69][3200/5005] lr: 3.8788e-02 eta: 16:30:11 time: 0.2457 data_time: 0.0017 memory: 2855 loss: 1.5907 2022/12/07 09:51:11 - mmengine - INFO - Epoch(train) [69][3300/5005] lr: 3.8762e-02 eta: 16:29:49 time: 0.2549 data_time: 0.0016 memory: 2855 loss: 1.4494 2022/12/07 09:51:33 - mmengine - INFO - Epoch(train) [69][3400/5005] lr: 3.8737e-02 eta: 16:29:25 time: 0.2607 data_time: 0.0039 memory: 2855 loss: 1.4968 2022/12/07 09:51:58 - mmengine - INFO - Epoch(train) [69][3500/5005] lr: 3.8711e-02 eta: 16:29:03 time: 0.2440 data_time: 0.0023 memory: 2855 loss: 1.6149 2022/12/07 09:52:23 - mmengine - INFO - Epoch(train) [69][3600/5005] lr: 3.8686e-02 eta: 16:28:41 time: 0.2524 data_time: 0.0022 memory: 2855 loss: 1.6285 2022/12/07 09:52:38 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:52:48 - mmengine - INFO - Epoch(train) [69][3700/5005] lr: 3.8660e-02 eta: 16:28:20 time: 0.2517 data_time: 0.0021 memory: 2855 loss: 1.5490 2022/12/07 09:53:13 - mmengine - INFO - Epoch(train) [69][3800/5005] lr: 3.8635e-02 eta: 16:27:58 time: 0.2480 data_time: 0.0023 memory: 2855 loss: 1.5693 2022/12/07 09:53:38 - mmengine - INFO - Epoch(train) [69][3900/5005] lr: 3.8609e-02 eta: 16:27:36 time: 0.2447 data_time: 0.0026 memory: 2855 loss: 1.6103 2022/12/07 09:54:03 - mmengine - INFO - Epoch(train) [69][4000/5005] lr: 3.8584e-02 eta: 16:27:14 time: 0.2419 data_time: 0.0025 memory: 2855 loss: 1.7556 2022/12/07 09:54:28 - mmengine - INFO - Epoch(train) [69][4100/5005] lr: 3.8558e-02 eta: 16:26:52 time: 0.2525 data_time: 0.0023 memory: 2855 loss: 1.7519 2022/12/07 09:54:53 - mmengine - INFO - Epoch(train) [69][4200/5005] lr: 3.8533e-02 eta: 16:26:31 time: 0.2511 data_time: 0.0024 memory: 2855 loss: 1.6457 2022/12/07 09:55:18 - mmengine - INFO - Epoch(train) [69][4300/5005] lr: 3.8507e-02 eta: 16:26:09 time: 0.2499 data_time: 0.0025 memory: 2855 loss: 1.5938 2022/12/07 09:55:43 - mmengine - INFO - Epoch(train) [69][4400/5005] lr: 3.8482e-02 eta: 16:25:47 time: 0.2505 data_time: 0.0020 memory: 2855 loss: 1.5590 2022/12/07 09:56:08 - mmengine - INFO - Epoch(train) [69][4500/5005] lr: 3.8456e-02 eta: 16:25:25 time: 0.2481 data_time: 0.0027 memory: 2855 loss: 1.4365 2022/12/07 09:56:33 - mmengine - INFO - Epoch(train) [69][4600/5005] lr: 3.8431e-02 eta: 16:25:03 time: 0.2439 data_time: 0.0024 memory: 2855 loss: 1.5646 2022/12/07 09:56:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:56:58 - mmengine - INFO - Epoch(train) [69][4700/5005] lr: 3.8406e-02 eta: 16:24:42 time: 0.2518 data_time: 0.0017 memory: 2855 loss: 1.7118 2022/12/07 09:57:20 - mmengine - INFO - Epoch(train) [69][4800/5005] lr: 3.8380e-02 eta: 16:24:17 time: 0.2745 data_time: 0.0061 memory: 2855 loss: 1.5519 2022/12/07 09:57:45 - mmengine - INFO - Epoch(train) [69][4900/5005] lr: 3.8355e-02 eta: 16:23:56 time: 0.2462 data_time: 0.0021 memory: 2855 loss: 1.2940 2022/12/07 09:58:10 - mmengine - INFO - Epoch(train) [69][5000/5005] lr: 3.8329e-02 eta: 16:23:34 time: 0.2536 data_time: 0.0033 memory: 2855 loss: 1.6494 2022/12/07 09:58:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 09:58:11 - mmengine - INFO - Saving checkpoint at 69 epochs 2022/12/07 09:58:20 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:06 time: 0.0717 data_time: 0.0337 memory: 2855 2022/12/07 09:58:36 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 67.9240 accuracy/top5: 88.5720 2022/12/07 09:59:02 - mmengine - INFO - Epoch(train) [70][ 100/5005] lr: 3.8303e-02 eta: 16:23:12 time: 0.2470 data_time: 0.0019 memory: 2855 loss: 1.4757 2022/12/07 09:59:27 - mmengine - INFO - Epoch(train) [70][ 200/5005] lr: 3.8277e-02 eta: 16:22:50 time: 0.2536 data_time: 0.0018 memory: 2855 loss: 1.6160 2022/12/07 09:59:52 - mmengine - INFO - Epoch(train) [70][ 300/5005] lr: 3.8252e-02 eta: 16:22:28 time: 0.2483 data_time: 0.0023 memory: 2855 loss: 1.7801 2022/12/07 10:00:17 - mmengine - INFO - Epoch(train) [70][ 400/5005] lr: 3.8226e-02 eta: 16:22:06 time: 0.2492 data_time: 0.0024 memory: 2855 loss: 1.4575 2022/12/07 10:00:41 - mmengine - INFO - Epoch(train) [70][ 500/5005] lr: 3.8201e-02 eta: 16:21:44 time: 0.2478 data_time: 0.0021 memory: 2855 loss: 1.7818 2022/12/07 10:01:06 - mmengine - INFO - Epoch(train) [70][ 600/5005] lr: 3.8175e-02 eta: 16:21:22 time: 0.2384 data_time: 0.0026 memory: 2855 loss: 1.4478 2022/12/07 10:01:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:01:31 - mmengine - INFO - Epoch(train) [70][ 700/5005] lr: 3.8150e-02 eta: 16:21:01 time: 0.2419 data_time: 0.0019 memory: 2855 loss: 1.3962 2022/12/07 10:01:57 - mmengine - INFO - Epoch(train) [70][ 800/5005] lr: 3.8125e-02 eta: 16:20:39 time: 0.2443 data_time: 0.0023 memory: 2855 loss: 1.6215 2022/12/07 10:02:21 - mmengine - INFO - Epoch(train) [70][ 900/5005] lr: 3.8099e-02 eta: 16:20:17 time: 0.2424 data_time: 0.0022 memory: 2855 loss: 1.4154 2022/12/07 10:02:47 - mmengine - INFO - Epoch(train) [70][1000/5005] lr: 3.8074e-02 eta: 16:19:55 time: 0.2547 data_time: 0.0017 memory: 2855 loss: 1.5581 2022/12/07 10:03:08 - mmengine - INFO - Epoch(train) [70][1100/5005] lr: 3.8048e-02 eta: 16:19:31 time: 0.1824 data_time: 0.0041 memory: 2855 loss: 1.5560 2022/12/07 10:03:34 - mmengine - INFO - Epoch(train) [70][1200/5005] lr: 3.8023e-02 eta: 16:19:09 time: 0.2531 data_time: 0.0019 memory: 2855 loss: 1.3123 2022/12/07 10:03:59 - mmengine - INFO - Epoch(train) [70][1300/5005] lr: 3.7998e-02 eta: 16:18:48 time: 0.2508 data_time: 0.0022 memory: 2855 loss: 1.6927 2022/12/07 10:04:23 - mmengine - INFO - Epoch(train) [70][1400/5005] lr: 3.7972e-02 eta: 16:18:26 time: 0.2499 data_time: 0.0020 memory: 2855 loss: 1.5826 2022/12/07 10:04:49 - mmengine - INFO - Epoch(train) [70][1500/5005] lr: 3.7947e-02 eta: 16:18:04 time: 0.2463 data_time: 0.0022 memory: 2855 loss: 1.6761 2022/12/07 10:05:14 - mmengine - INFO - Epoch(train) [70][1600/5005] lr: 3.7922e-02 eta: 16:17:42 time: 0.2449 data_time: 0.0024 memory: 2855 loss: 1.4049 2022/12/07 10:05:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:05:39 - mmengine - INFO - Epoch(train) [70][1700/5005] lr: 3.7896e-02 eta: 16:17:20 time: 0.2583 data_time: 0.0021 memory: 2855 loss: 1.5758 2022/12/07 10:06:04 - mmengine - INFO - Epoch(train) [70][1800/5005] lr: 3.7871e-02 eta: 16:16:59 time: 0.2444 data_time: 0.0026 memory: 2855 loss: 1.5899 2022/12/07 10:06:29 - mmengine - INFO - Epoch(train) [70][1900/5005] lr: 3.7845e-02 eta: 16:16:37 time: 0.2499 data_time: 0.0022 memory: 2855 loss: 1.4464 2022/12/07 10:06:54 - mmengine - INFO - Epoch(train) [70][2000/5005] lr: 3.7820e-02 eta: 16:16:15 time: 0.2479 data_time: 0.0020 memory: 2855 loss: 1.5730 2022/12/07 10:07:19 - mmengine - INFO - Epoch(train) [70][2100/5005] lr: 3.7795e-02 eta: 16:15:53 time: 0.2451 data_time: 0.0025 memory: 2855 loss: 1.5277 2022/12/07 10:07:44 - mmengine - INFO - Epoch(train) [70][2200/5005] lr: 3.7769e-02 eta: 16:15:31 time: 0.2521 data_time: 0.0023 memory: 2855 loss: 1.5380 2022/12/07 10:08:09 - mmengine - INFO - Epoch(train) [70][2300/5005] lr: 3.7744e-02 eta: 16:15:10 time: 0.2545 data_time: 0.0023 memory: 2855 loss: 1.6097 2022/12/07 10:08:34 - mmengine - INFO - Epoch(train) [70][2400/5005] lr: 3.7719e-02 eta: 16:14:48 time: 0.2524 data_time: 0.0018 memory: 2855 loss: 1.4996 2022/12/07 10:08:57 - mmengine - INFO - Epoch(train) [70][2500/5005] lr: 3.7693e-02 eta: 16:14:25 time: 0.1738 data_time: 0.0047 memory: 2855 loss: 1.7270 2022/12/07 10:09:21 - mmengine - INFO - Epoch(train) [70][2600/5005] lr: 3.7668e-02 eta: 16:14:02 time: 0.2446 data_time: 0.0022 memory: 2855 loss: 1.5228 2022/12/07 10:09:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:09:46 - mmengine - INFO - Epoch(train) [70][2700/5005] lr: 3.7643e-02 eta: 16:13:40 time: 0.2504 data_time: 0.0020 memory: 2855 loss: 1.5165 2022/12/07 10:10:11 - mmengine - INFO - Epoch(train) [70][2800/5005] lr: 3.7617e-02 eta: 16:13:18 time: 0.2464 data_time: 0.0022 memory: 2855 loss: 1.4439 2022/12/07 10:10:36 - mmengine - INFO - Epoch(train) [70][2900/5005] lr: 3.7592e-02 eta: 16:12:56 time: 0.2455 data_time: 0.0023 memory: 2855 loss: 1.5672 2022/12/07 10:11:01 - mmengine - INFO - Epoch(train) [70][3000/5005] lr: 3.7567e-02 eta: 16:12:35 time: 0.2470 data_time: 0.0022 memory: 2855 loss: 1.4602 2022/12/07 10:11:26 - mmengine - INFO - Epoch(train) [70][3100/5005] lr: 3.7541e-02 eta: 16:12:13 time: 0.2444 data_time: 0.0025 memory: 2855 loss: 1.6052 2022/12/07 10:11:51 - mmengine - INFO - Epoch(train) [70][3200/5005] lr: 3.7516e-02 eta: 16:11:51 time: 0.2472 data_time: 0.0024 memory: 2855 loss: 1.4280 2022/12/07 10:12:16 - mmengine - INFO - Epoch(train) [70][3300/5005] lr: 3.7491e-02 eta: 16:11:29 time: 0.2489 data_time: 0.0024 memory: 2855 loss: 1.4563 2022/12/07 10:12:41 - mmengine - INFO - Epoch(train) [70][3400/5005] lr: 3.7465e-02 eta: 16:11:07 time: 0.2527 data_time: 0.0023 memory: 2855 loss: 1.6632 2022/12/07 10:13:06 - mmengine - INFO - Epoch(train) [70][3500/5005] lr: 3.7440e-02 eta: 16:10:45 time: 0.2543 data_time: 0.0022 memory: 2855 loss: 1.6632 2022/12/07 10:13:31 - mmengine - INFO - Epoch(train) [70][3600/5005] lr: 3.7415e-02 eta: 16:10:23 time: 0.2492 data_time: 0.0028 memory: 2855 loss: 1.7119 2022/12/07 10:13:45 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:13:56 - mmengine - INFO - Epoch(train) [70][3700/5005] lr: 3.7389e-02 eta: 16:10:01 time: 0.2443 data_time: 0.0024 memory: 2855 loss: 1.6541 2022/12/07 10:14:21 - mmengine - INFO - Epoch(train) [70][3800/5005] lr: 3.7364e-02 eta: 16:09:39 time: 0.2448 data_time: 0.0017 memory: 2855 loss: 1.3975 2022/12/07 10:14:46 - mmengine - INFO - Epoch(train) [70][3900/5005] lr: 3.7339e-02 eta: 16:09:18 time: 0.2530 data_time: 0.0017 memory: 2855 loss: 1.7224 2022/12/07 10:15:09 - mmengine - INFO - Epoch(train) [70][4000/5005] lr: 3.7313e-02 eta: 16:08:54 time: 0.2534 data_time: 0.0024 memory: 2855 loss: 1.5039 2022/12/07 10:15:34 - mmengine - INFO - Epoch(train) [70][4100/5005] lr: 3.7288e-02 eta: 16:08:32 time: 0.2466 data_time: 0.0021 memory: 2855 loss: 1.7897 2022/12/07 10:15:59 - mmengine - INFO - Epoch(train) [70][4200/5005] lr: 3.7263e-02 eta: 16:08:10 time: 0.2444 data_time: 0.0019 memory: 2855 loss: 1.5180 2022/12/07 10:16:24 - mmengine - INFO - Epoch(train) [70][4300/5005] lr: 3.7237e-02 eta: 16:07:48 time: 0.2491 data_time: 0.0023 memory: 2855 loss: 1.6553 2022/12/07 10:16:49 - mmengine - INFO - Epoch(train) [70][4400/5005] lr: 3.7212e-02 eta: 16:07:26 time: 0.2515 data_time: 0.0024 memory: 2855 loss: 1.4731 2022/12/07 10:17:13 - mmengine - INFO - Epoch(train) [70][4500/5005] lr: 3.7187e-02 eta: 16:07:04 time: 0.2460 data_time: 0.0023 memory: 2855 loss: 1.5587 2022/12/07 10:17:38 - mmengine - INFO - Epoch(train) [70][4600/5005] lr: 3.7162e-02 eta: 16:06:42 time: 0.2484 data_time: 0.0021 memory: 2855 loss: 1.7712 2022/12/07 10:17:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:18:03 - mmengine - INFO - Epoch(train) [70][4700/5005] lr: 3.7136e-02 eta: 16:06:20 time: 0.2481 data_time: 0.0023 memory: 2855 loss: 1.5257 2022/12/07 10:18:29 - mmengine - INFO - Epoch(train) [70][4800/5005] lr: 3.7111e-02 eta: 16:05:59 time: 0.2542 data_time: 0.0023 memory: 2855 loss: 1.5974 2022/12/07 10:18:53 - mmengine - INFO - Epoch(train) [70][4900/5005] lr: 3.7086e-02 eta: 16:05:37 time: 0.2451 data_time: 0.0022 memory: 2855 loss: 1.5883 2022/12/07 10:19:18 - mmengine - INFO - Epoch(train) [70][5000/5005] lr: 3.7061e-02 eta: 16:05:15 time: 0.2575 data_time: 0.0032 memory: 2855 loss: 1.5723 2022/12/07 10:19:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:19:20 - mmengine - INFO - Saving checkpoint at 70 epochs 2022/12/07 10:19:29 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:06 time: 0.0637 data_time: 0.0288 memory: 2855 2022/12/07 10:19:45 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 68.0320 accuracy/top5: 88.7360 2022/12/07 10:20:11 - mmengine - INFO - Epoch(train) [71][ 100/5005] lr: 3.7034e-02 eta: 16:04:52 time: 0.2477 data_time: 0.0017 memory: 2855 loss: 1.4403 2022/12/07 10:20:35 - mmengine - INFO - Epoch(train) [71][ 200/5005] lr: 3.7009e-02 eta: 16:04:30 time: 0.1951 data_time: 0.0023 memory: 2855 loss: 1.4959 2022/12/07 10:20:57 - mmengine - INFO - Epoch(train) [71][ 300/5005] lr: 3.6984e-02 eta: 16:04:06 time: 0.2394 data_time: 0.0028 memory: 2855 loss: 1.3678 2022/12/07 10:21:22 - mmengine - INFO - Epoch(train) [71][ 400/5005] lr: 3.6958e-02 eta: 16:03:44 time: 0.2432 data_time: 0.0021 memory: 2855 loss: 1.5049 2022/12/07 10:21:47 - mmengine - INFO - Epoch(train) [71][ 500/5005] lr: 3.6933e-02 eta: 16:03:22 time: 0.2447 data_time: 0.0023 memory: 2855 loss: 1.4126 2022/12/07 10:22:12 - mmengine - INFO - Epoch(train) [71][ 600/5005] lr: 3.6908e-02 eta: 16:03:00 time: 0.2515 data_time: 0.0023 memory: 2855 loss: 1.5870 2022/12/07 10:22:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:22:37 - mmengine - INFO - Epoch(train) [71][ 700/5005] lr: 3.6883e-02 eta: 16:02:38 time: 0.2508 data_time: 0.0024 memory: 2855 loss: 1.5168 2022/12/07 10:23:02 - mmengine - INFO - Epoch(train) [71][ 800/5005] lr: 3.6857e-02 eta: 16:02:16 time: 0.2417 data_time: 0.0023 memory: 2855 loss: 1.4825 2022/12/07 10:23:27 - mmengine - INFO - Epoch(train) [71][ 900/5005] lr: 3.6832e-02 eta: 16:01:54 time: 0.2473 data_time: 0.0023 memory: 2855 loss: 1.4474 2022/12/07 10:23:52 - mmengine - INFO - Epoch(train) [71][1000/5005] lr: 3.6807e-02 eta: 16:01:32 time: 0.2507 data_time: 0.0024 memory: 2855 loss: 1.5646 2022/12/07 10:24:17 - mmengine - INFO - Epoch(train) [71][1100/5005] lr: 3.6782e-02 eta: 16:01:10 time: 0.2532 data_time: 0.0026 memory: 2855 loss: 1.4448 2022/12/07 10:24:42 - mmengine - INFO - Epoch(train) [71][1200/5005] lr: 3.6756e-02 eta: 16:00:48 time: 0.2518 data_time: 0.0022 memory: 2855 loss: 1.5742 2022/12/07 10:25:07 - mmengine - INFO - Epoch(train) [71][1300/5005] lr: 3.6731e-02 eta: 16:00:26 time: 0.2511 data_time: 0.0029 memory: 2855 loss: 1.5568 2022/12/07 10:25:32 - mmengine - INFO - Epoch(train) [71][1400/5005] lr: 3.6706e-02 eta: 16:00:04 time: 0.2414 data_time: 0.0024 memory: 2855 loss: 1.4380 2022/12/07 10:25:57 - mmengine - INFO - Epoch(train) [71][1500/5005] lr: 3.6681e-02 eta: 15:59:42 time: 0.2518 data_time: 0.0023 memory: 2855 loss: 1.5460 2022/12/07 10:26:22 - mmengine - INFO - Epoch(train) [71][1600/5005] lr: 3.6656e-02 eta: 15:59:21 time: 0.2507 data_time: 0.0017 memory: 2855 loss: 1.3375 2022/12/07 10:26:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:26:44 - mmengine - INFO - Epoch(train) [71][1700/5005] lr: 3.6630e-02 eta: 15:58:57 time: 0.3125 data_time: 0.0038 memory: 2855 loss: 1.3510 2022/12/07 10:27:10 - mmengine - INFO - Epoch(train) [71][1800/5005] lr: 3.6605e-02 eta: 15:58:35 time: 0.2533 data_time: 0.0019 memory: 2855 loss: 1.4955 2022/12/07 10:27:35 - mmengine - INFO - Epoch(train) [71][1900/5005] lr: 3.6580e-02 eta: 15:58:13 time: 0.2498 data_time: 0.0021 memory: 2855 loss: 1.6978 2022/12/07 10:28:00 - mmengine - INFO - Epoch(train) [71][2000/5005] lr: 3.6555e-02 eta: 15:57:51 time: 0.2520 data_time: 0.0022 memory: 2855 loss: 1.3359 2022/12/07 10:28:25 - mmengine - INFO - Epoch(train) [71][2100/5005] lr: 3.6530e-02 eta: 15:57:29 time: 0.2488 data_time: 0.0026 memory: 2855 loss: 1.7285 2022/12/07 10:28:50 - mmengine - INFO - Epoch(train) [71][2200/5005] lr: 3.6504e-02 eta: 15:57:07 time: 0.2534 data_time: 0.0026 memory: 2855 loss: 1.6135 2022/12/07 10:29:15 - mmengine - INFO - Epoch(train) [71][2300/5005] lr: 3.6479e-02 eta: 15:56:45 time: 0.2440 data_time: 0.0024 memory: 2855 loss: 1.6266 2022/12/07 10:29:40 - mmengine - INFO - Epoch(train) [71][2400/5005] lr: 3.6454e-02 eta: 15:56:24 time: 0.2499 data_time: 0.0024 memory: 2855 loss: 1.3159 2022/12/07 10:30:05 - mmengine - INFO - Epoch(train) [71][2500/5005] lr: 3.6429e-02 eta: 15:56:02 time: 0.2516 data_time: 0.0025 memory: 2855 loss: 1.3263 2022/12/07 10:30:30 - mmengine - INFO - Epoch(train) [71][2600/5005] lr: 3.6404e-02 eta: 15:55:40 time: 0.2563 data_time: 0.0027 memory: 2855 loss: 1.6848 2022/12/07 10:30:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:30:55 - mmengine - INFO - Epoch(train) [71][2700/5005] lr: 3.6379e-02 eta: 15:55:18 time: 0.2530 data_time: 0.0023 memory: 2855 loss: 1.4588 2022/12/07 10:31:20 - mmengine - INFO - Epoch(train) [71][2800/5005] lr: 3.6353e-02 eta: 15:54:56 time: 0.2592 data_time: 0.0027 memory: 2855 loss: 1.7266 2022/12/07 10:31:45 - mmengine - INFO - Epoch(train) [71][2900/5005] lr: 3.6328e-02 eta: 15:54:34 time: 0.2509 data_time: 0.0022 memory: 2855 loss: 1.5506 2022/12/07 10:32:10 - mmengine - INFO - Epoch(train) [71][3000/5005] lr: 3.6303e-02 eta: 15:54:12 time: 0.2448 data_time: 0.0017 memory: 2855 loss: 1.4767 2022/12/07 10:32:32 - mmengine - INFO - Epoch(train) [71][3100/5005] lr: 3.6278e-02 eta: 15:53:48 time: 0.1747 data_time: 0.0072 memory: 2855 loss: 1.4594 2022/12/07 10:32:58 - mmengine - INFO - Epoch(train) [71][3200/5005] lr: 3.6253e-02 eta: 15:53:26 time: 0.2418 data_time: 0.0020 memory: 2855 loss: 1.5260 2022/12/07 10:33:22 - mmengine - INFO - Epoch(train) [71][3300/5005] lr: 3.6228e-02 eta: 15:53:04 time: 0.2441 data_time: 0.0022 memory: 2855 loss: 1.5525 2022/12/07 10:33:47 - mmengine - INFO - Epoch(train) [71][3400/5005] lr: 3.6202e-02 eta: 15:52:42 time: 0.2416 data_time: 0.0025 memory: 2855 loss: 1.5962 2022/12/07 10:34:13 - mmengine - INFO - Epoch(train) [71][3500/5005] lr: 3.6177e-02 eta: 15:52:20 time: 0.2525 data_time: 0.0024 memory: 2855 loss: 1.4223 2022/12/07 10:34:37 - mmengine - INFO - Epoch(train) [71][3600/5005] lr: 3.6152e-02 eta: 15:51:58 time: 0.2520 data_time: 0.0024 memory: 2855 loss: 1.4621 2022/12/07 10:34:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:35:03 - mmengine - INFO - Epoch(train) [71][3700/5005] lr: 3.6127e-02 eta: 15:51:37 time: 0.2495 data_time: 0.0025 memory: 2855 loss: 1.5788 2022/12/07 10:35:28 - mmengine - INFO - Epoch(train) [71][3800/5005] lr: 3.6102e-02 eta: 15:51:15 time: 0.2497 data_time: 0.0024 memory: 2855 loss: 1.2506 2022/12/07 10:35:53 - mmengine - INFO - Epoch(train) [71][3900/5005] lr: 3.6077e-02 eta: 15:50:53 time: 0.2474 data_time: 0.0025 memory: 2855 loss: 1.5630 2022/12/07 10:36:18 - mmengine - INFO - Epoch(train) [71][4000/5005] lr: 3.6052e-02 eta: 15:50:31 time: 0.2526 data_time: 0.0023 memory: 2855 loss: 1.7087 2022/12/07 10:36:43 - mmengine - INFO - Epoch(train) [71][4100/5005] lr: 3.6027e-02 eta: 15:50:09 time: 0.2503 data_time: 0.0022 memory: 2855 loss: 1.3106 2022/12/07 10:37:08 - mmengine - INFO - Epoch(train) [71][4200/5005] lr: 3.6001e-02 eta: 15:49:47 time: 0.2444 data_time: 0.0024 memory: 2855 loss: 1.5269 2022/12/07 10:37:32 - mmengine - INFO - Epoch(train) [71][4300/5005] lr: 3.5976e-02 eta: 15:49:25 time: 0.2411 data_time: 0.0025 memory: 2855 loss: 1.6960 2022/12/07 10:37:57 - mmengine - INFO - Epoch(train) [71][4400/5005] lr: 3.5951e-02 eta: 15:49:03 time: 0.2448 data_time: 0.0018 memory: 2855 loss: 1.3894 2022/12/07 10:38:22 - mmengine - INFO - Epoch(train) [71][4500/5005] lr: 3.5926e-02 eta: 15:48:40 time: 0.1782 data_time: 0.0052 memory: 2855 loss: 1.4991 2022/12/07 10:38:45 - mmengine - INFO - Epoch(train) [71][4600/5005] lr: 3.5901e-02 eta: 15:48:17 time: 0.2508 data_time: 0.0027 memory: 2855 loss: 1.5824 2022/12/07 10:38:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:39:10 - mmengine - INFO - Epoch(train) [71][4700/5005] lr: 3.5876e-02 eta: 15:47:55 time: 0.2490 data_time: 0.0020 memory: 2855 loss: 1.6720 2022/12/07 10:39:35 - mmengine - INFO - Epoch(train) [71][4800/5005] lr: 3.5851e-02 eta: 15:47:33 time: 0.2428 data_time: 0.0022 memory: 2855 loss: 1.4446 2022/12/07 10:40:00 - mmengine - INFO - Epoch(train) [71][4900/5005] lr: 3.5826e-02 eta: 15:47:11 time: 0.2433 data_time: 0.0024 memory: 2855 loss: 1.3930 2022/12/07 10:40:25 - mmengine - INFO - Epoch(train) [71][5000/5005] lr: 3.5801e-02 eta: 15:46:49 time: 0.2501 data_time: 0.0034 memory: 2855 loss: 1.5935 2022/12/07 10:40:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:40:27 - mmengine - INFO - Saving checkpoint at 71 epochs 2022/12/07 10:40:36 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:06 time: 0.0725 data_time: 0.0356 memory: 2855 2022/12/07 10:40:52 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 69.0100 accuracy/top5: 89.0700 2022/12/07 10:41:18 - mmengine - INFO - Epoch(train) [72][ 100/5005] lr: 3.5774e-02 eta: 15:46:27 time: 0.2477 data_time: 0.0023 memory: 2855 loss: 1.6465 2022/12/07 10:41:43 - mmengine - INFO - Epoch(train) [72][ 200/5005] lr: 3.5749e-02 eta: 15:46:05 time: 0.2477 data_time: 0.0023 memory: 2855 loss: 1.6238 2022/12/07 10:42:08 - mmengine - INFO - Epoch(train) [72][ 300/5005] lr: 3.5724e-02 eta: 15:45:42 time: 0.2431 data_time: 0.0024 memory: 2855 loss: 1.3851 2022/12/07 10:42:33 - mmengine - INFO - Epoch(train) [72][ 400/5005] lr: 3.5699e-02 eta: 15:45:21 time: 0.2537 data_time: 0.0025 memory: 2855 loss: 1.6010 2022/12/07 10:42:58 - mmengine - INFO - Epoch(train) [72][ 500/5005] lr: 3.5674e-02 eta: 15:44:59 time: 0.2511 data_time: 0.0027 memory: 2855 loss: 1.6788 2022/12/07 10:43:23 - mmengine - INFO - Epoch(train) [72][ 600/5005] lr: 3.5649e-02 eta: 15:44:37 time: 0.2531 data_time: 0.0025 memory: 2855 loss: 1.5958 2022/12/07 10:43:34 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:43:48 - mmengine - INFO - Epoch(train) [72][ 700/5005] lr: 3.5624e-02 eta: 15:44:15 time: 0.2507 data_time: 0.0018 memory: 2855 loss: 1.5673 2022/12/07 10:44:13 - mmengine - INFO - Epoch(train) [72][ 800/5005] lr: 3.5599e-02 eta: 15:43:52 time: 0.1968 data_time: 0.0048 memory: 2855 loss: 1.4093 2022/12/07 10:44:35 - mmengine - INFO - Epoch(train) [72][ 900/5005] lr: 3.5574e-02 eta: 15:43:29 time: 0.2488 data_time: 0.0031 memory: 2855 loss: 1.4387 2022/12/07 10:45:00 - mmengine - INFO - Epoch(train) [72][1000/5005] lr: 3.5549e-02 eta: 15:43:07 time: 0.2478 data_time: 0.0020 memory: 2855 loss: 1.6022 2022/12/07 10:45:25 - mmengine - INFO - Epoch(train) [72][1100/5005] lr: 3.5524e-02 eta: 15:42:45 time: 0.2519 data_time: 0.0024 memory: 2855 loss: 1.3158 2022/12/07 10:45:50 - mmengine - INFO - Epoch(train) [72][1200/5005] lr: 3.5499e-02 eta: 15:42:23 time: 0.2526 data_time: 0.0024 memory: 2855 loss: 1.4531 2022/12/07 10:46:15 - mmengine - INFO - Epoch(train) [72][1300/5005] lr: 3.5474e-02 eta: 15:42:01 time: 0.2511 data_time: 0.0026 memory: 2855 loss: 1.5423 2022/12/07 10:46:40 - mmengine - INFO - Epoch(train) [72][1400/5005] lr: 3.5449e-02 eta: 15:41:39 time: 0.2486 data_time: 0.0024 memory: 2855 loss: 1.6559 2022/12/07 10:47:05 - mmengine - INFO - Epoch(train) [72][1500/5005] lr: 3.5424e-02 eta: 15:41:17 time: 0.2470 data_time: 0.0025 memory: 2855 loss: 1.7778 2022/12/07 10:47:30 - mmengine - INFO - Epoch(train) [72][1600/5005] lr: 3.5399e-02 eta: 15:40:55 time: 0.2434 data_time: 0.0024 memory: 2855 loss: 1.4511 2022/12/07 10:47:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:47:55 - mmengine - INFO - Epoch(train) [72][1700/5005] lr: 3.5374e-02 eta: 15:40:33 time: 0.2411 data_time: 0.0022 memory: 2855 loss: 1.5749 2022/12/07 10:48:20 - mmengine - INFO - Epoch(train) [72][1800/5005] lr: 3.5349e-02 eta: 15:40:11 time: 0.2525 data_time: 0.0025 memory: 2855 loss: 1.4251 2022/12/07 10:48:45 - mmengine - INFO - Epoch(train) [72][1900/5005] lr: 3.5324e-02 eta: 15:39:49 time: 0.2524 data_time: 0.0023 memory: 2855 loss: 1.5400 2022/12/07 10:49:10 - mmengine - INFO - Epoch(train) [72][2000/5005] lr: 3.5299e-02 eta: 15:39:27 time: 0.2504 data_time: 0.0026 memory: 2855 loss: 1.2729 2022/12/07 10:49:36 - mmengine - INFO - Epoch(train) [72][2100/5005] lr: 3.5274e-02 eta: 15:39:05 time: 0.2427 data_time: 0.0022 memory: 2855 loss: 1.5745 2022/12/07 10:50:01 - mmengine - INFO - Epoch(train) [72][2200/5005] lr: 3.5249e-02 eta: 15:38:43 time: 0.2516 data_time: 0.0017 memory: 2855 loss: 1.4710 2022/12/07 10:50:23 - mmengine - INFO - Epoch(train) [72][2300/5005] lr: 3.5224e-02 eta: 15:38:19 time: 0.2679 data_time: 0.0048 memory: 2855 loss: 1.4435 2022/12/07 10:50:48 - mmengine - INFO - Epoch(train) [72][2400/5005] lr: 3.5199e-02 eta: 15:37:57 time: 0.2502 data_time: 0.0019 memory: 2855 loss: 1.6068 2022/12/07 10:51:13 - mmengine - INFO - Epoch(train) [72][2500/5005] lr: 3.5174e-02 eta: 15:37:35 time: 0.2429 data_time: 0.0021 memory: 2855 loss: 1.5539 2022/12/07 10:51:38 - mmengine - INFO - Epoch(train) [72][2600/5005] lr: 3.5149e-02 eta: 15:37:13 time: 0.2497 data_time: 0.0023 memory: 2855 loss: 1.3363 2022/12/07 10:51:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:52:03 - mmengine - INFO - Epoch(train) [72][2700/5005] lr: 3.5124e-02 eta: 15:36:51 time: 0.2508 data_time: 0.0024 memory: 2855 loss: 1.3434 2022/12/07 10:52:28 - mmengine - INFO - Epoch(train) [72][2800/5005] lr: 3.5099e-02 eta: 15:36:29 time: 0.2489 data_time: 0.0023 memory: 2855 loss: 1.6378 2022/12/07 10:52:53 - mmengine - INFO - Epoch(train) [72][2900/5005] lr: 3.5074e-02 eta: 15:36:07 time: 0.2483 data_time: 0.0024 memory: 2855 loss: 1.7711 2022/12/07 10:53:18 - mmengine - INFO - Epoch(train) [72][3000/5005] lr: 3.5049e-02 eta: 15:35:45 time: 0.2431 data_time: 0.0026 memory: 2855 loss: 1.3431 2022/12/07 10:53:43 - mmengine - INFO - Epoch(train) [72][3100/5005] lr: 3.5024e-02 eta: 15:35:23 time: 0.2454 data_time: 0.0023 memory: 2855 loss: 1.5797 2022/12/07 10:54:08 - mmengine - INFO - Epoch(train) [72][3200/5005] lr: 3.4999e-02 eta: 15:35:01 time: 0.2492 data_time: 0.0021 memory: 2855 loss: 1.4335 2022/12/07 10:54:33 - mmengine - INFO - Epoch(train) [72][3300/5005] lr: 3.4974e-02 eta: 15:34:39 time: 0.2515 data_time: 0.0025 memory: 2855 loss: 1.5615 2022/12/07 10:54:58 - mmengine - INFO - Epoch(train) [72][3400/5005] lr: 3.4949e-02 eta: 15:34:17 time: 0.2501 data_time: 0.0023 memory: 2855 loss: 1.3904 2022/12/07 10:55:23 - mmengine - INFO - Epoch(train) [72][3500/5005] lr: 3.4924e-02 eta: 15:33:55 time: 0.2498 data_time: 0.0025 memory: 2855 loss: 1.5390 2022/12/07 10:55:48 - mmengine - INFO - Epoch(train) [72][3600/5005] lr: 3.4899e-02 eta: 15:33:33 time: 0.2529 data_time: 0.0017 memory: 2855 loss: 1.5709 2022/12/07 10:55:59 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 10:56:09 - mmengine - INFO - Epoch(train) [72][3700/5005] lr: 3.4874e-02 eta: 15:33:08 time: 0.1770 data_time: 0.0077 memory: 2855 loss: 1.6104 2022/12/07 10:56:35 - mmengine - INFO - Epoch(train) [72][3800/5005] lr: 3.4849e-02 eta: 15:32:47 time: 0.2465 data_time: 0.0020 memory: 2855 loss: 1.6915 2022/12/07 10:57:00 - mmengine - INFO - Epoch(train) [72][3900/5005] lr: 3.4825e-02 eta: 15:32:25 time: 0.2421 data_time: 0.0022 memory: 2855 loss: 1.6226 2022/12/07 10:57:25 - mmengine - INFO - Epoch(train) [72][4000/5005] lr: 3.4800e-02 eta: 15:32:03 time: 0.2428 data_time: 0.0025 memory: 2855 loss: 1.4293 2022/12/07 10:57:50 - mmengine - INFO - Epoch(train) [72][4100/5005] lr: 3.4775e-02 eta: 15:31:41 time: 0.2502 data_time: 0.0024 memory: 2855 loss: 1.4647 2022/12/07 10:58:15 - mmengine - INFO - Epoch(train) [72][4200/5005] lr: 3.4750e-02 eta: 15:31:19 time: 0.2515 data_time: 0.0025 memory: 2855 loss: 1.5475 2022/12/07 10:58:40 - mmengine - INFO - Epoch(train) [72][4300/5005] lr: 3.4725e-02 eta: 15:30:57 time: 0.2446 data_time: 0.0026 memory: 2855 loss: 1.3995 2022/12/07 10:59:05 - mmengine - INFO - Epoch(train) [72][4400/5005] lr: 3.4700e-02 eta: 15:30:35 time: 0.2412 data_time: 0.0026 memory: 2855 loss: 1.4584 2022/12/07 10:59:30 - mmengine - INFO - Epoch(train) [72][4500/5005] lr: 3.4675e-02 eta: 15:30:13 time: 0.2535 data_time: 0.0022 memory: 2855 loss: 1.6178 2022/12/07 10:59:55 - mmengine - INFO - Epoch(train) [72][4600/5005] lr: 3.4650e-02 eta: 15:29:51 time: 0.2546 data_time: 0.0021 memory: 2855 loss: 1.5009 2022/12/07 11:00:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:00:20 - mmengine - INFO - Epoch(train) [72][4700/5005] lr: 3.4625e-02 eta: 15:29:29 time: 0.2483 data_time: 0.0022 memory: 2855 loss: 1.6445 2022/12/07 11:00:45 - mmengine - INFO - Epoch(train) [72][4800/5005] lr: 3.4600e-02 eta: 15:29:07 time: 0.2525 data_time: 0.0026 memory: 2855 loss: 1.5368 2022/12/07 11:01:10 - mmengine - INFO - Epoch(train) [72][4900/5005] lr: 3.4576e-02 eta: 15:28:45 time: 0.2532 data_time: 0.0022 memory: 2855 loss: 1.6198 2022/12/07 11:01:35 - mmengine - INFO - Epoch(train) [72][5000/5005] lr: 3.4551e-02 eta: 15:28:22 time: 0.2536 data_time: 0.0033 memory: 2855 loss: 1.6095 2022/12/07 11:01:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:01:37 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/12/07 11:01:42 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:04 time: 0.0347 data_time: 0.0003 memory: 2855 2022/12/07 11:01:57 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 67.9340 accuracy/top5: 88.5600 2022/12/07 11:02:21 - mmengine - INFO - Epoch(train) [73][ 100/5005] lr: 3.4525e-02 eta: 15:27:59 time: 0.2498 data_time: 0.0022 memory: 2855 loss: 1.4911 2022/12/07 11:02:46 - mmengine - INFO - Epoch(train) [73][ 200/5005] lr: 3.4500e-02 eta: 15:27:37 time: 0.2528 data_time: 0.0024 memory: 2855 loss: 1.3893 2022/12/07 11:03:11 - mmengine - INFO - Epoch(train) [73][ 300/5005] lr: 3.4475e-02 eta: 15:27:15 time: 0.2497 data_time: 0.0022 memory: 2855 loss: 1.5401 2022/12/07 11:03:36 - mmengine - INFO - Epoch(train) [73][ 400/5005] lr: 3.4450e-02 eta: 15:26:53 time: 0.2406 data_time: 0.0024 memory: 2855 loss: 1.5303 2022/12/07 11:04:01 - mmengine - INFO - Epoch(train) [73][ 500/5005] lr: 3.4425e-02 eta: 15:26:31 time: 0.2498 data_time: 0.0025 memory: 2855 loss: 1.6825 2022/12/07 11:04:26 - mmengine - INFO - Epoch(train) [73][ 600/5005] lr: 3.4400e-02 eta: 15:26:09 time: 0.2439 data_time: 0.0023 memory: 2855 loss: 1.3628 2022/12/07 11:04:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:04:51 - mmengine - INFO - Epoch(train) [73][ 700/5005] lr: 3.4375e-02 eta: 15:25:47 time: 0.2492 data_time: 0.0022 memory: 2855 loss: 1.6454 2022/12/07 11:05:16 - mmengine - INFO - Epoch(train) [73][ 800/5005] lr: 3.4351e-02 eta: 15:25:25 time: 0.2504 data_time: 0.0026 memory: 2855 loss: 1.5615 2022/12/07 11:05:41 - mmengine - INFO - Epoch(train) [73][ 900/5005] lr: 3.4326e-02 eta: 15:25:02 time: 0.2516 data_time: 0.0029 memory: 2855 loss: 1.4451 2022/12/07 11:06:06 - mmengine - INFO - Epoch(train) [73][1000/5005] lr: 3.4301e-02 eta: 15:24:40 time: 0.2501 data_time: 0.0024 memory: 2855 loss: 1.6272 2022/12/07 11:06:31 - mmengine - INFO - Epoch(train) [73][1100/5005] lr: 3.4276e-02 eta: 15:24:18 time: 0.2429 data_time: 0.0024 memory: 2855 loss: 1.6132 2022/12/07 11:06:56 - mmengine - INFO - Epoch(train) [73][1200/5005] lr: 3.4251e-02 eta: 15:23:56 time: 0.2497 data_time: 0.0027 memory: 2855 loss: 1.3466 2022/12/07 11:07:21 - mmengine - INFO - Epoch(train) [73][1300/5005] lr: 3.4226e-02 eta: 15:23:34 time: 0.2525 data_time: 0.0018 memory: 2855 loss: 1.4548 2022/12/07 11:07:46 - mmengine - INFO - Epoch(train) [73][1400/5005] lr: 3.4202e-02 eta: 15:23:12 time: 0.2464 data_time: 0.0018 memory: 2855 loss: 1.6524 2022/12/07 11:08:09 - mmengine - INFO - Epoch(train) [73][1500/5005] lr: 3.4177e-02 eta: 15:22:49 time: 0.2487 data_time: 0.0030 memory: 2855 loss: 1.4991 2022/12/07 11:08:34 - mmengine - INFO - Epoch(train) [73][1600/5005] lr: 3.4152e-02 eta: 15:22:27 time: 0.2510 data_time: 0.0021 memory: 2855 loss: 1.6032 2022/12/07 11:08:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:08:59 - mmengine - INFO - Epoch(train) [73][1700/5005] lr: 3.4127e-02 eta: 15:22:05 time: 0.2406 data_time: 0.0020 memory: 2855 loss: 1.4184 2022/12/07 11:09:24 - mmengine - INFO - Epoch(train) [73][1800/5005] lr: 3.4102e-02 eta: 15:21:43 time: 0.2519 data_time: 0.0030 memory: 2855 loss: 1.5420 2022/12/07 11:09:49 - mmengine - INFO - Epoch(train) [73][1900/5005] lr: 3.4078e-02 eta: 15:21:20 time: 0.2461 data_time: 0.0025 memory: 2855 loss: 1.3043 2022/12/07 11:10:14 - mmengine - INFO - Epoch(train) [73][2000/5005] lr: 3.4053e-02 eta: 15:20:58 time: 0.2480 data_time: 0.0023 memory: 2855 loss: 1.4840 2022/12/07 11:10:39 - mmengine - INFO - Epoch(train) [73][2100/5005] lr: 3.4028e-02 eta: 15:20:36 time: 0.2492 data_time: 0.0024 memory: 2855 loss: 1.5608 2022/12/07 11:11:04 - mmengine - INFO - Epoch(train) [73][2200/5005] lr: 3.4003e-02 eta: 15:20:14 time: 0.2455 data_time: 0.0025 memory: 2855 loss: 1.5710 2022/12/07 11:11:29 - mmengine - INFO - Epoch(train) [73][2300/5005] lr: 3.3978e-02 eta: 15:19:52 time: 0.2432 data_time: 0.0023 memory: 2855 loss: 1.3888 2022/12/07 11:11:54 - mmengine - INFO - Epoch(train) [73][2400/5005] lr: 3.3954e-02 eta: 15:19:30 time: 0.2417 data_time: 0.0026 memory: 2855 loss: 1.5193 2022/12/07 11:12:20 - mmengine - INFO - Epoch(train) [73][2500/5005] lr: 3.3929e-02 eta: 15:19:08 time: 0.2458 data_time: 0.0024 memory: 2855 loss: 1.3625 2022/12/07 11:12:45 - mmengine - INFO - Epoch(train) [73][2600/5005] lr: 3.3904e-02 eta: 15:18:46 time: 0.2482 data_time: 0.0024 memory: 2855 loss: 1.5935 2022/12/07 11:12:55 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:13:10 - mmengine - INFO - Epoch(train) [73][2700/5005] lr: 3.3879e-02 eta: 15:18:24 time: 0.2500 data_time: 0.0023 memory: 2855 loss: 1.4488 2022/12/07 11:13:35 - mmengine - INFO - Epoch(train) [73][2800/5005] lr: 3.3855e-02 eta: 15:18:02 time: 0.2527 data_time: 0.0017 memory: 2855 loss: 1.4346 2022/12/07 11:13:57 - mmengine - INFO - Epoch(train) [73][2900/5005] lr: 3.3830e-02 eta: 15:17:38 time: 0.2787 data_time: 0.0055 memory: 2855 loss: 1.6357 2022/12/07 11:14:22 - mmengine - INFO - Epoch(train) [73][3000/5005] lr: 3.3805e-02 eta: 15:17:16 time: 0.2411 data_time: 0.0022 memory: 2855 loss: 1.6364 2022/12/07 11:14:47 - mmengine - INFO - Epoch(train) [73][3100/5005] lr: 3.3780e-02 eta: 15:16:54 time: 0.2431 data_time: 0.0022 memory: 2855 loss: 1.5577 2022/12/07 11:15:12 - mmengine - INFO - Epoch(train) [73][3200/5005] lr: 3.3756e-02 eta: 15:16:32 time: 0.2471 data_time: 0.0020 memory: 2855 loss: 1.5066 2022/12/07 11:15:37 - mmengine - INFO - Epoch(train) [73][3300/5005] lr: 3.3731e-02 eta: 15:16:10 time: 0.2433 data_time: 0.0024 memory: 2855 loss: 1.7293 2022/12/07 11:16:03 - mmengine - INFO - Epoch(train) [73][3400/5005] lr: 3.3706e-02 eta: 15:15:48 time: 0.2452 data_time: 0.0021 memory: 2855 loss: 1.3144 2022/12/07 11:16:28 - mmengine - INFO - Epoch(train) [73][3500/5005] lr: 3.3681e-02 eta: 15:15:26 time: 0.2437 data_time: 0.0024 memory: 2855 loss: 1.4876 2022/12/07 11:16:53 - mmengine - INFO - Epoch(train) [73][3600/5005] lr: 3.3657e-02 eta: 15:15:04 time: 0.2491 data_time: 0.0026 memory: 2855 loss: 1.5498 2022/12/07 11:17:02 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:17:18 - mmengine - INFO - Epoch(train) [73][3700/5005] lr: 3.3632e-02 eta: 15:14:42 time: 0.2478 data_time: 0.0024 memory: 2855 loss: 1.5172 2022/12/07 11:17:43 - mmengine - INFO - Epoch(train) [73][3800/5005] lr: 3.3607e-02 eta: 15:14:19 time: 0.2413 data_time: 0.0025 memory: 2855 loss: 1.3730 2022/12/07 11:18:08 - mmengine - INFO - Epoch(train) [73][3900/5005] lr: 3.3583e-02 eta: 15:13:57 time: 0.2518 data_time: 0.0024 memory: 2855 loss: 1.4312 2022/12/07 11:18:33 - mmengine - INFO - Epoch(train) [73][4000/5005] lr: 3.3558e-02 eta: 15:13:35 time: 0.2527 data_time: 0.0023 memory: 2855 loss: 1.6151 2022/12/07 11:18:58 - mmengine - INFO - Epoch(train) [73][4100/5005] lr: 3.3533e-02 eta: 15:13:13 time: 0.2491 data_time: 0.0025 memory: 2855 loss: 1.5179 2022/12/07 11:19:23 - mmengine - INFO - Epoch(train) [73][4200/5005] lr: 3.3509e-02 eta: 15:12:51 time: 0.2537 data_time: 0.0016 memory: 2855 loss: 1.5612 2022/12/07 11:19:45 - mmengine - INFO - Epoch(train) [73][4300/5005] lr: 3.3484e-02 eta: 15:12:27 time: 0.1700 data_time: 0.0054 memory: 2855 loss: 1.5895 2022/12/07 11:20:10 - mmengine - INFO - Epoch(train) [73][4400/5005] lr: 3.3459e-02 eta: 15:12:05 time: 0.2492 data_time: 0.0020 memory: 2855 loss: 1.5076 2022/12/07 11:20:35 - mmengine - INFO - Epoch(train) [73][4500/5005] lr: 3.3434e-02 eta: 15:11:43 time: 0.2427 data_time: 0.0023 memory: 2855 loss: 1.4503 2022/12/07 11:21:01 - mmengine - INFO - Epoch(train) [73][4600/5005] lr: 3.3410e-02 eta: 15:11:21 time: 0.2461 data_time: 0.0019 memory: 2855 loss: 1.5844 2022/12/07 11:21:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:21:26 - mmengine - INFO - Epoch(train) [73][4700/5005] lr: 3.3385e-02 eta: 15:10:59 time: 0.2535 data_time: 0.0021 memory: 2855 loss: 1.3515 2022/12/07 11:21:51 - mmengine - INFO - Epoch(train) [73][4800/5005] lr: 3.3360e-02 eta: 15:10:37 time: 0.2473 data_time: 0.0022 memory: 2855 loss: 1.7252 2022/12/07 11:22:16 - mmengine - INFO - Epoch(train) [73][4900/5005] lr: 3.3336e-02 eta: 15:10:15 time: 0.2488 data_time: 0.0026 memory: 2855 loss: 1.4562 2022/12/07 11:22:41 - mmengine - INFO - Epoch(train) [73][5000/5005] lr: 3.3311e-02 eta: 15:09:53 time: 0.2444 data_time: 0.0024 memory: 2855 loss: 1.4909 2022/12/07 11:22:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:22:42 - mmengine - INFO - Saving checkpoint at 73 epochs 2022/12/07 11:22:50 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:06 time: 0.0793 data_time: 0.0379 memory: 2855 2022/12/07 11:23:07 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 68.6160 accuracy/top5: 88.9980 2022/12/07 11:23:32 - mmengine - INFO - Epoch(train) [74][ 100/5005] lr: 3.3285e-02 eta: 15:09:30 time: 0.2459 data_time: 0.0023 memory: 2855 loss: 1.4867 2022/12/07 11:23:57 - mmengine - INFO - Epoch(train) [74][ 200/5005] lr: 3.3261e-02 eta: 15:09:08 time: 0.2519 data_time: 0.0024 memory: 2855 loss: 1.6416 2022/12/07 11:24:22 - mmengine - INFO - Epoch(train) [74][ 300/5005] lr: 3.3236e-02 eta: 15:08:45 time: 0.2502 data_time: 0.0026 memory: 2855 loss: 1.4337 2022/12/07 11:24:47 - mmengine - INFO - Epoch(train) [74][ 400/5005] lr: 3.3211e-02 eta: 15:08:23 time: 0.2474 data_time: 0.0024 memory: 2855 loss: 1.4933 2022/12/07 11:25:12 - mmengine - INFO - Epoch(train) [74][ 500/5005] lr: 3.3187e-02 eta: 15:08:01 time: 0.2484 data_time: 0.0017 memory: 2855 loss: 1.4502 2022/12/07 11:25:35 - mmengine - INFO - Epoch(train) [74][ 600/5005] lr: 3.3162e-02 eta: 15:07:38 time: 0.1712 data_time: 0.0059 memory: 2855 loss: 1.3744 2022/12/07 11:25:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:26:00 - mmengine - INFO - Epoch(train) [74][ 700/5005] lr: 3.3137e-02 eta: 15:07:15 time: 0.2438 data_time: 0.0020 memory: 2855 loss: 1.5065 2022/12/07 11:26:25 - mmengine - INFO - Epoch(train) [74][ 800/5005] lr: 3.3113e-02 eta: 15:06:53 time: 0.2488 data_time: 0.0023 memory: 2855 loss: 1.5884 2022/12/07 11:26:50 - mmengine - INFO - Epoch(train) [74][ 900/5005] lr: 3.3088e-02 eta: 15:06:31 time: 0.2539 data_time: 0.0022 memory: 2855 loss: 1.4825 2022/12/07 11:27:15 - mmengine - INFO - Epoch(train) [74][1000/5005] lr: 3.3064e-02 eta: 15:06:09 time: 0.2507 data_time: 0.0023 memory: 2855 loss: 1.5211 2022/12/07 11:27:40 - mmengine - INFO - Epoch(train) [74][1100/5005] lr: 3.3039e-02 eta: 15:05:47 time: 0.2410 data_time: 0.0024 memory: 2855 loss: 1.5692 2022/12/07 11:28:05 - mmengine - INFO - Epoch(train) [74][1200/5005] lr: 3.3014e-02 eta: 15:05:25 time: 0.2466 data_time: 0.0024 memory: 2855 loss: 1.4040 2022/12/07 11:28:30 - mmengine - INFO - Epoch(train) [74][1300/5005] lr: 3.2990e-02 eta: 15:05:02 time: 0.2466 data_time: 0.0025 memory: 2855 loss: 1.5827 2022/12/07 11:28:55 - mmengine - INFO - Epoch(train) [74][1400/5005] lr: 3.2965e-02 eta: 15:04:40 time: 0.2550 data_time: 0.0025 memory: 2855 loss: 1.5313 2022/12/07 11:29:20 - mmengine - INFO - Epoch(train) [74][1500/5005] lr: 3.2941e-02 eta: 15:04:18 time: 0.2488 data_time: 0.0025 memory: 2855 loss: 1.2098 2022/12/07 11:29:45 - mmengine - INFO - Epoch(train) [74][1600/5005] lr: 3.2916e-02 eta: 15:03:56 time: 0.2499 data_time: 0.0024 memory: 2855 loss: 1.4519 2022/12/07 11:29:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:30:10 - mmengine - INFO - Epoch(train) [74][1700/5005] lr: 3.2891e-02 eta: 15:03:34 time: 0.2501 data_time: 0.0026 memory: 2855 loss: 1.4059 2022/12/07 11:30:35 - mmengine - INFO - Epoch(train) [74][1800/5005] lr: 3.2867e-02 eta: 15:03:12 time: 0.2478 data_time: 0.0024 memory: 2855 loss: 1.4835 2022/12/07 11:31:00 - mmengine - INFO - Epoch(train) [74][1900/5005] lr: 3.2842e-02 eta: 15:02:50 time: 0.2480 data_time: 0.0018 memory: 2855 loss: 1.4609 2022/12/07 11:31:25 - mmengine - INFO - Epoch(train) [74][2000/5005] lr: 3.2818e-02 eta: 15:02:28 time: 0.2530 data_time: 0.0019 memory: 2855 loss: 1.4033 2022/12/07 11:31:47 - mmengine - INFO - Epoch(train) [74][2100/5005] lr: 3.2793e-02 eta: 15:02:04 time: 0.2592 data_time: 0.0031 memory: 2855 loss: 1.6030 2022/12/07 11:32:12 - mmengine - INFO - Epoch(train) [74][2200/5005] lr: 3.2769e-02 eta: 15:01:41 time: 0.2517 data_time: 0.0024 memory: 2855 loss: 1.4862 2022/12/07 11:32:37 - mmengine - INFO - Epoch(train) [74][2300/5005] lr: 3.2744e-02 eta: 15:01:19 time: 0.2461 data_time: 0.0022 memory: 2855 loss: 1.5205 2022/12/07 11:33:02 - mmengine - INFO - Epoch(train) [74][2400/5005] lr: 3.2720e-02 eta: 15:00:57 time: 0.2455 data_time: 0.0021 memory: 2855 loss: 1.4834 2022/12/07 11:33:28 - mmengine - INFO - Epoch(train) [74][2500/5005] lr: 3.2695e-02 eta: 15:00:35 time: 0.2485 data_time: 0.0022 memory: 2855 loss: 1.4439 2022/12/07 11:33:53 - mmengine - INFO - Epoch(train) [74][2600/5005] lr: 3.2670e-02 eta: 15:00:13 time: 0.2548 data_time: 0.0021 memory: 2855 loss: 1.5332 2022/12/07 11:34:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:34:18 - mmengine - INFO - Epoch(train) [74][2700/5005] lr: 3.2646e-02 eta: 14:59:51 time: 0.2507 data_time: 0.0022 memory: 2855 loss: 1.3988 2022/12/07 11:34:43 - mmengine - INFO - Epoch(train) [74][2800/5005] lr: 3.2621e-02 eta: 14:59:29 time: 0.2527 data_time: 0.0022 memory: 2855 loss: 1.4200 2022/12/07 11:35:08 - mmengine - INFO - Epoch(train) [74][2900/5005] lr: 3.2597e-02 eta: 14:59:07 time: 0.2512 data_time: 0.0025 memory: 2855 loss: 1.7152 2022/12/07 11:35:33 - mmengine - INFO - Epoch(train) [74][3000/5005] lr: 3.2572e-02 eta: 14:58:44 time: 0.2426 data_time: 0.0022 memory: 2855 loss: 1.4750 2022/12/07 11:35:58 - mmengine - INFO - Epoch(train) [74][3100/5005] lr: 3.2548e-02 eta: 14:58:22 time: 0.2435 data_time: 0.0023 memory: 2855 loss: 1.6245 2022/12/07 11:36:23 - mmengine - INFO - Epoch(train) [74][3200/5005] lr: 3.2523e-02 eta: 14:58:00 time: 0.2497 data_time: 0.0024 memory: 2855 loss: 1.5787 2022/12/07 11:36:48 - mmengine - INFO - Epoch(train) [74][3300/5005] lr: 3.2499e-02 eta: 14:57:38 time: 0.2488 data_time: 0.0023 memory: 2855 loss: 1.6166 2022/12/07 11:37:13 - mmengine - INFO - Epoch(train) [74][3400/5005] lr: 3.2474e-02 eta: 14:57:16 time: 0.2542 data_time: 0.0017 memory: 2855 loss: 1.4993 2022/12/07 11:37:35 - mmengine - INFO - Epoch(train) [74][3500/5005] lr: 3.2450e-02 eta: 14:56:52 time: 0.2868 data_time: 0.0058 memory: 2855 loss: 1.5777 2022/12/07 11:38:00 - mmengine - INFO - Epoch(train) [74][3600/5005] lr: 3.2425e-02 eta: 14:56:30 time: 0.2531 data_time: 0.0020 memory: 2855 loss: 1.4601 2022/12/07 11:38:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:38:25 - mmengine - INFO - Epoch(train) [74][3700/5005] lr: 3.2401e-02 eta: 14:56:08 time: 0.2493 data_time: 0.0027 memory: 2855 loss: 1.4117 2022/12/07 11:38:50 - mmengine - INFO - Epoch(train) [74][3800/5005] lr: 3.2376e-02 eta: 14:55:45 time: 0.2419 data_time: 0.0024 memory: 2855 loss: 1.5024 2022/12/07 11:39:15 - mmengine - INFO - Epoch(train) [74][3900/5005] lr: 3.2352e-02 eta: 14:55:23 time: 0.2444 data_time: 0.0026 memory: 2855 loss: 1.4979 2022/12/07 11:39:40 - mmengine - INFO - Epoch(train) [74][4000/5005] lr: 3.2327e-02 eta: 14:55:01 time: 0.2487 data_time: 0.0030 memory: 2855 loss: 1.3196 2022/12/07 11:40:05 - mmengine - INFO - Epoch(train) [74][4100/5005] lr: 3.2303e-02 eta: 14:54:39 time: 0.2454 data_time: 0.0026 memory: 2855 loss: 1.3953 2022/12/07 11:40:30 - mmengine - INFO - Epoch(train) [74][4200/5005] lr: 3.2279e-02 eta: 14:54:17 time: 0.2540 data_time: 0.0026 memory: 2855 loss: 1.4101 2022/12/07 11:40:55 - mmengine - INFO - Epoch(train) [74][4300/5005] lr: 3.2254e-02 eta: 14:53:54 time: 0.2484 data_time: 0.0025 memory: 2855 loss: 1.5419 2022/12/07 11:41:20 - mmengine - INFO - Epoch(train) [74][4400/5005] lr: 3.2230e-02 eta: 14:53:32 time: 0.2517 data_time: 0.0026 memory: 2855 loss: 1.5955 2022/12/07 11:41:45 - mmengine - INFO - Epoch(train) [74][4500/5005] lr: 3.2205e-02 eta: 14:53:10 time: 0.2503 data_time: 0.0025 memory: 2855 loss: 1.4127 2022/12/07 11:42:10 - mmengine - INFO - Epoch(train) [74][4600/5005] lr: 3.2181e-02 eta: 14:52:48 time: 0.2506 data_time: 0.0028 memory: 2855 loss: 1.6297 2022/12/07 11:42:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:42:35 - mmengine - INFO - Epoch(train) [74][4700/5005] lr: 3.2156e-02 eta: 14:52:26 time: 0.2445 data_time: 0.0026 memory: 2855 loss: 1.5402 2022/12/07 11:43:00 - mmengine - INFO - Epoch(train) [74][4800/5005] lr: 3.2132e-02 eta: 14:52:03 time: 0.2454 data_time: 0.0017 memory: 2855 loss: 1.4547 2022/12/07 11:43:23 - mmengine - INFO - Epoch(train) [74][4900/5005] lr: 3.2107e-02 eta: 14:51:40 time: 0.1671 data_time: 0.0050 memory: 2855 loss: 1.3879 2022/12/07 11:43:48 - mmengine - INFO - Epoch(train) [74][5000/5005] lr: 3.2083e-02 eta: 14:51:18 time: 0.2518 data_time: 0.0031 memory: 2855 loss: 1.5300 2022/12/07 11:43:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:43:49 - mmengine - INFO - Saving checkpoint at 74 epochs 2022/12/07 11:43:58 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:06 time: 0.0725 data_time: 0.0310 memory: 2855 2022/12/07 11:44:14 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 69.1640 accuracy/top5: 89.1080 2022/12/07 11:44:39 - mmengine - INFO - Epoch(train) [75][ 100/5005] lr: 3.2057e-02 eta: 14:50:55 time: 0.2503 data_time: 0.0021 memory: 2855 loss: 1.2895 2022/12/07 11:45:04 - mmengine - INFO - Epoch(train) [75][ 200/5005] lr: 3.2033e-02 eta: 14:50:32 time: 0.2441 data_time: 0.0027 memory: 2855 loss: 1.3963 2022/12/07 11:45:29 - mmengine - INFO - Epoch(train) [75][ 300/5005] lr: 3.2009e-02 eta: 14:50:10 time: 0.2427 data_time: 0.0021 memory: 2855 loss: 1.5562 2022/12/07 11:45:54 - mmengine - INFO - Epoch(train) [75][ 400/5005] lr: 3.1984e-02 eta: 14:49:48 time: 0.2495 data_time: 0.0025 memory: 2855 loss: 1.4066 2022/12/07 11:46:19 - mmengine - INFO - Epoch(train) [75][ 500/5005] lr: 3.1960e-02 eta: 14:49:26 time: 0.2525 data_time: 0.0024 memory: 2855 loss: 1.3910 2022/12/07 11:46:44 - mmengine - INFO - Epoch(train) [75][ 600/5005] lr: 3.1935e-02 eta: 14:49:04 time: 0.2521 data_time: 0.0026 memory: 2855 loss: 1.3759 2022/12/07 11:46:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:47:09 - mmengine - INFO - Epoch(train) [75][ 700/5005] lr: 3.1911e-02 eta: 14:48:41 time: 0.2514 data_time: 0.0021 memory: 2855 loss: 1.5707 2022/12/07 11:47:34 - mmengine - INFO - Epoch(train) [75][ 800/5005] lr: 3.1887e-02 eta: 14:48:19 time: 0.2521 data_time: 0.0023 memory: 2855 loss: 1.4602 2022/12/07 11:47:59 - mmengine - INFO - Epoch(train) [75][ 900/5005] lr: 3.1862e-02 eta: 14:47:57 time: 0.2526 data_time: 0.0024 memory: 2855 loss: 1.5159 2022/12/07 11:48:25 - mmengine - INFO - Epoch(train) [75][1000/5005] lr: 3.1838e-02 eta: 14:47:35 time: 0.2476 data_time: 0.0025 memory: 2855 loss: 1.4950 2022/12/07 11:48:50 - mmengine - INFO - Epoch(train) [75][1100/5005] lr: 3.1814e-02 eta: 14:47:13 time: 0.2509 data_time: 0.0018 memory: 2855 loss: 1.6973 2022/12/07 11:49:13 - mmengine - INFO - Epoch(train) [75][1200/5005] lr: 3.1789e-02 eta: 14:46:49 time: 0.1709 data_time: 0.0091 memory: 2855 loss: 1.5432 2022/12/07 11:49:37 - mmengine - INFO - Epoch(train) [75][1300/5005] lr: 3.1765e-02 eta: 14:46:27 time: 0.2574 data_time: 0.0023 memory: 2855 loss: 1.5292 2022/12/07 11:50:02 - mmengine - INFO - Epoch(train) [75][1400/5005] lr: 3.1740e-02 eta: 14:46:05 time: 0.2503 data_time: 0.0021 memory: 2855 loss: 1.4028 2022/12/07 11:50:27 - mmengine - INFO - Epoch(train) [75][1500/5005] lr: 3.1716e-02 eta: 14:45:42 time: 0.2438 data_time: 0.0022 memory: 2855 loss: 1.4806 2022/12/07 11:50:52 - mmengine - INFO - Epoch(train) [75][1600/5005] lr: 3.1692e-02 eta: 14:45:20 time: 0.2479 data_time: 0.0027 memory: 2855 loss: 1.3698 2022/12/07 11:51:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:51:17 - mmengine - INFO - Epoch(train) [75][1700/5005] lr: 3.1667e-02 eta: 14:44:58 time: 0.2502 data_time: 0.0025 memory: 2855 loss: 1.6845 2022/12/07 11:51:42 - mmengine - INFO - Epoch(train) [75][1800/5005] lr: 3.1643e-02 eta: 14:44:36 time: 0.2418 data_time: 0.0027 memory: 2855 loss: 1.5342 2022/12/07 11:52:07 - mmengine - INFO - Epoch(train) [75][1900/5005] lr: 3.1619e-02 eta: 14:44:14 time: 0.2523 data_time: 0.0023 memory: 2855 loss: 1.5321 2022/12/07 11:52:32 - mmengine - INFO - Epoch(train) [75][2000/5005] lr: 3.1595e-02 eta: 14:43:51 time: 0.2508 data_time: 0.0025 memory: 2855 loss: 1.2519 2022/12/07 11:52:57 - mmengine - INFO - Epoch(train) [75][2100/5005] lr: 3.1570e-02 eta: 14:43:29 time: 0.2521 data_time: 0.0025 memory: 2855 loss: 1.4286 2022/12/07 11:53:22 - mmengine - INFO - Epoch(train) [75][2200/5005] lr: 3.1546e-02 eta: 14:43:07 time: 0.2481 data_time: 0.0022 memory: 2855 loss: 1.4297 2022/12/07 11:53:47 - mmengine - INFO - Epoch(train) [75][2300/5005] lr: 3.1522e-02 eta: 14:42:45 time: 0.2458 data_time: 0.0024 memory: 2855 loss: 1.5355 2022/12/07 11:54:12 - mmengine - INFO - Epoch(train) [75][2400/5005] lr: 3.1497e-02 eta: 14:42:22 time: 0.2503 data_time: 0.0025 memory: 2855 loss: 1.7592 2022/12/07 11:54:37 - mmengine - INFO - Epoch(train) [75][2500/5005] lr: 3.1473e-02 eta: 14:42:00 time: 0.2547 data_time: 0.0018 memory: 2855 loss: 1.6856 2022/12/07 11:55:02 - mmengine - INFO - Epoch(train) [75][2600/5005] lr: 3.1449e-02 eta: 14:41:38 time: 0.2461 data_time: 0.0017 memory: 2855 loss: 1.4504 2022/12/07 11:55:08 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:55:26 - mmengine - INFO - Epoch(train) [75][2700/5005] lr: 3.1424e-02 eta: 14:41:15 time: 0.2510 data_time: 0.0025 memory: 2855 loss: 1.3363 2022/12/07 11:55:52 - mmengine - INFO - Epoch(train) [75][2800/5005] lr: 3.1400e-02 eta: 14:40:53 time: 0.2546 data_time: 0.0021 memory: 2855 loss: 1.2452 2022/12/07 11:56:17 - mmengine - INFO - Epoch(train) [75][2900/5005] lr: 3.1376e-02 eta: 14:40:31 time: 0.2501 data_time: 0.0024 memory: 2855 loss: 1.4803 2022/12/07 11:56:42 - mmengine - INFO - Epoch(train) [75][3000/5005] lr: 3.1352e-02 eta: 14:40:09 time: 0.2528 data_time: 0.0025 memory: 2855 loss: 1.6741 2022/12/07 11:57:07 - mmengine - INFO - Epoch(train) [75][3100/5005] lr: 3.1327e-02 eta: 14:39:46 time: 0.2526 data_time: 0.0026 memory: 2855 loss: 1.6247 2022/12/07 11:57:32 - mmengine - INFO - Epoch(train) [75][3200/5005] lr: 3.1303e-02 eta: 14:39:24 time: 0.2531 data_time: 0.0023 memory: 2855 loss: 1.3775 2022/12/07 11:57:57 - mmengine - INFO - Epoch(train) [75][3300/5005] lr: 3.1279e-02 eta: 14:39:02 time: 0.2507 data_time: 0.0023 memory: 2855 loss: 1.5573 2022/12/07 11:58:22 - mmengine - INFO - Epoch(train) [75][3400/5005] lr: 3.1255e-02 eta: 14:38:40 time: 0.2417 data_time: 0.0022 memory: 2855 loss: 1.2629 2022/12/07 11:58:47 - mmengine - INFO - Epoch(train) [75][3500/5005] lr: 3.1230e-02 eta: 14:38:17 time: 0.2436 data_time: 0.0025 memory: 2855 loss: 1.6691 2022/12/07 11:59:12 - mmengine - INFO - Epoch(train) [75][3600/5005] lr: 3.1206e-02 eta: 14:37:55 time: 0.2413 data_time: 0.0028 memory: 2855 loss: 1.5715 2022/12/07 11:59:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 11:59:37 - mmengine - INFO - Epoch(train) [75][3700/5005] lr: 3.1182e-02 eta: 14:37:33 time: 0.2426 data_time: 0.0026 memory: 2855 loss: 1.5096 2022/12/07 12:00:02 - mmengine - INFO - Epoch(train) [75][3800/5005] lr: 3.1158e-02 eta: 14:37:11 time: 0.2485 data_time: 0.0025 memory: 2855 loss: 1.5796 2022/12/07 12:00:27 - mmengine - INFO - Epoch(train) [75][3900/5005] lr: 3.1133e-02 eta: 14:36:49 time: 0.2501 data_time: 0.0023 memory: 2855 loss: 1.4429 2022/12/07 12:00:52 - mmengine - INFO - Epoch(train) [75][4000/5005] lr: 3.1109e-02 eta: 14:36:26 time: 0.2400 data_time: 0.0018 memory: 2855 loss: 1.6416 2022/12/07 12:01:15 - mmengine - INFO - Epoch(train) [75][4100/5005] lr: 3.1085e-02 eta: 14:36:03 time: 0.2833 data_time: 0.0044 memory: 2855 loss: 1.4281 2022/12/07 12:01:40 - mmengine - INFO - Epoch(train) [75][4200/5005] lr: 3.1061e-02 eta: 14:35:40 time: 0.2466 data_time: 0.0022 memory: 2855 loss: 1.4720 2022/12/07 12:02:05 - mmengine - INFO - Epoch(train) [75][4300/5005] lr: 3.1037e-02 eta: 14:35:18 time: 0.2511 data_time: 0.0021 memory: 2855 loss: 1.2673 2022/12/07 12:02:30 - mmengine - INFO - Epoch(train) [75][4400/5005] lr: 3.1012e-02 eta: 14:34:56 time: 0.2514 data_time: 0.0020 memory: 2855 loss: 1.5665 2022/12/07 12:02:55 - mmengine - INFO - Epoch(train) [75][4500/5005] lr: 3.0988e-02 eta: 14:34:34 time: 0.2514 data_time: 0.0022 memory: 2855 loss: 1.5301 2022/12/07 12:03:20 - mmengine - INFO - Epoch(train) [75][4600/5005] lr: 3.0964e-02 eta: 14:34:12 time: 0.2506 data_time: 0.0027 memory: 2855 loss: 1.5266 2022/12/07 12:03:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:03:45 - mmengine - INFO - Epoch(train) [75][4700/5005] lr: 3.0940e-02 eta: 14:33:49 time: 0.2527 data_time: 0.0022 memory: 2855 loss: 1.4511 2022/12/07 12:04:10 - mmengine - INFO - Epoch(train) [75][4800/5005] lr: 3.0916e-02 eta: 14:33:27 time: 0.2502 data_time: 0.0026 memory: 2855 loss: 1.5168 2022/12/07 12:04:35 - mmengine - INFO - Epoch(train) [75][4900/5005] lr: 3.0891e-02 eta: 14:33:05 time: 0.2487 data_time: 0.0024 memory: 2855 loss: 1.6320 2022/12/07 12:05:00 - mmengine - INFO - Epoch(train) [75][5000/5005] lr: 3.0867e-02 eta: 14:32:42 time: 0.2508 data_time: 0.0039 memory: 2855 loss: 1.4637 2022/12/07 12:05:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:05:01 - mmengine - INFO - Saving checkpoint at 75 epochs 2022/12/07 12:05:10 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:06 time: 0.0579 data_time: 0.0220 memory: 2855 2022/12/07 12:05:27 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 69.5360 accuracy/top5: 89.6140 2022/12/07 12:05:52 - mmengine - INFO - Epoch(train) [76][ 100/5005] lr: 3.0842e-02 eta: 14:32:19 time: 0.2519 data_time: 0.0025 memory: 2855 loss: 1.3102 2022/12/07 12:06:17 - mmengine - INFO - Epoch(train) [76][ 200/5005] lr: 3.0818e-02 eta: 14:31:57 time: 0.2487 data_time: 0.0019 memory: 2855 loss: 1.3474 2022/12/07 12:06:42 - mmengine - INFO - Epoch(train) [76][ 300/5005] lr: 3.0794e-02 eta: 14:31:35 time: 0.2538 data_time: 0.0017 memory: 2855 loss: 1.3943 2022/12/07 12:07:05 - mmengine - INFO - Epoch(train) [76][ 400/5005] lr: 3.0769e-02 eta: 14:31:11 time: 0.2679 data_time: 0.0087 memory: 2855 loss: 1.4554 2022/12/07 12:07:30 - mmengine - INFO - Epoch(train) [76][ 500/5005] lr: 3.0745e-02 eta: 14:30:49 time: 0.2518 data_time: 0.0022 memory: 2855 loss: 1.5496 2022/12/07 12:07:55 - mmengine - INFO - Epoch(train) [76][ 600/5005] lr: 3.0721e-02 eta: 14:30:26 time: 0.2513 data_time: 0.0023 memory: 2855 loss: 1.3958 2022/12/07 12:08:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:08:20 - mmengine - INFO - Epoch(train) [76][ 700/5005] lr: 3.0697e-02 eta: 14:30:04 time: 0.2497 data_time: 0.0021 memory: 2855 loss: 1.3848 2022/12/07 12:08:45 - mmengine - INFO - Epoch(train) [76][ 800/5005] lr: 3.0673e-02 eta: 14:29:42 time: 0.2426 data_time: 0.0022 memory: 2855 loss: 1.4857 2022/12/07 12:09:10 - mmengine - INFO - Epoch(train) [76][ 900/5005] lr: 3.0649e-02 eta: 14:29:20 time: 0.2428 data_time: 0.0023 memory: 2855 loss: 1.4116 2022/12/07 12:09:35 - mmengine - INFO - Epoch(train) [76][1000/5005] lr: 3.0625e-02 eta: 14:28:57 time: 0.2516 data_time: 0.0023 memory: 2855 loss: 1.4828 2022/12/07 12:10:00 - mmengine - INFO - Epoch(train) [76][1100/5005] lr: 3.0601e-02 eta: 14:28:35 time: 0.2480 data_time: 0.0026 memory: 2855 loss: 1.6061 2022/12/07 12:10:25 - mmengine - INFO - Epoch(train) [76][1200/5005] lr: 3.0576e-02 eta: 14:28:13 time: 0.2531 data_time: 0.0025 memory: 2855 loss: 1.5062 2022/12/07 12:10:50 - mmengine - INFO - Epoch(train) [76][1300/5005] lr: 3.0552e-02 eta: 14:27:51 time: 0.2529 data_time: 0.0025 memory: 2855 loss: 1.3573 2022/12/07 12:11:15 - mmengine - INFO - Epoch(train) [76][1400/5005] lr: 3.0528e-02 eta: 14:27:28 time: 0.2425 data_time: 0.0025 memory: 2855 loss: 1.2986 2022/12/07 12:11:40 - mmengine - INFO - Epoch(train) [76][1500/5005] lr: 3.0504e-02 eta: 14:27:06 time: 0.2524 data_time: 0.0024 memory: 2855 loss: 1.5051 2022/12/07 12:12:05 - mmengine - INFO - Epoch(train) [76][1600/5005] lr: 3.0480e-02 eta: 14:26:44 time: 0.2530 data_time: 0.0023 memory: 2855 loss: 1.4274 2022/12/07 12:12:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:12:30 - mmengine - INFO - Epoch(train) [76][1700/5005] lr: 3.0456e-02 eta: 14:26:22 time: 0.2552 data_time: 0.0017 memory: 2855 loss: 1.4080 2022/12/07 12:12:52 - mmengine - INFO - Epoch(train) [76][1800/5005] lr: 3.0432e-02 eta: 14:25:57 time: 0.2368 data_time: 0.0083 memory: 2855 loss: 1.4393 2022/12/07 12:13:18 - mmengine - INFO - Epoch(train) [76][1900/5005] lr: 3.0408e-02 eta: 14:25:36 time: 0.2633 data_time: 0.0021 memory: 2855 loss: 1.5388 2022/12/07 12:13:43 - mmengine - INFO - Epoch(train) [76][2000/5005] lr: 3.0384e-02 eta: 14:25:14 time: 0.2515 data_time: 0.0023 memory: 2855 loss: 1.2508 2022/12/07 12:14:08 - mmengine - INFO - Epoch(train) [76][2100/5005] lr: 3.0360e-02 eta: 14:24:51 time: 0.2511 data_time: 0.0024 memory: 2855 loss: 1.6180 2022/12/07 12:14:34 - mmengine - INFO - Epoch(train) [76][2200/5005] lr: 3.0336e-02 eta: 14:24:29 time: 0.2582 data_time: 0.0026 memory: 2855 loss: 1.7396 2022/12/07 12:14:59 - mmengine - INFO - Epoch(train) [76][2300/5005] lr: 3.0312e-02 eta: 14:24:07 time: 0.2528 data_time: 0.0027 memory: 2855 loss: 1.5757 2022/12/07 12:15:23 - mmengine - INFO - Epoch(train) [76][2400/5005] lr: 3.0288e-02 eta: 14:23:45 time: 0.2429 data_time: 0.0027 memory: 2855 loss: 1.3765 2022/12/07 12:15:48 - mmengine - INFO - Epoch(train) [76][2500/5005] lr: 3.0264e-02 eta: 14:23:22 time: 0.2518 data_time: 0.0028 memory: 2855 loss: 1.5749 2022/12/07 12:16:13 - mmengine - INFO - Epoch(train) [76][2600/5005] lr: 3.0240e-02 eta: 14:23:00 time: 0.2401 data_time: 0.0027 memory: 2855 loss: 1.5808 2022/12/07 12:16:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:16:38 - mmengine - INFO - Epoch(train) [76][2700/5005] lr: 3.0216e-02 eta: 14:22:38 time: 0.2462 data_time: 0.0028 memory: 2855 loss: 1.3341 2022/12/07 12:17:03 - mmengine - INFO - Epoch(train) [76][2800/5005] lr: 3.0192e-02 eta: 14:22:15 time: 0.2492 data_time: 0.0024 memory: 2855 loss: 1.6904 2022/12/07 12:17:29 - mmengine - INFO - Epoch(train) [76][2900/5005] lr: 3.0168e-02 eta: 14:21:53 time: 0.2499 data_time: 0.0025 memory: 2855 loss: 1.3315 2022/12/07 12:17:54 - mmengine - INFO - Epoch(train) [76][3000/5005] lr: 3.0144e-02 eta: 14:21:31 time: 0.2515 data_time: 0.0025 memory: 2855 loss: 1.5076 2022/12/07 12:18:19 - mmengine - INFO - Epoch(train) [76][3100/5005] lr: 3.0120e-02 eta: 14:21:09 time: 0.2524 data_time: 0.0018 memory: 2855 loss: 1.3797 2022/12/07 12:18:42 - mmengine - INFO - Epoch(train) [76][3200/5005] lr: 3.0096e-02 eta: 14:20:45 time: 0.1721 data_time: 0.0044 memory: 2855 loss: 1.5856 2022/12/07 12:19:06 - mmengine - INFO - Epoch(train) [76][3300/5005] lr: 3.0072e-02 eta: 14:20:22 time: 0.2439 data_time: 0.0022 memory: 2855 loss: 1.3838 2022/12/07 12:19:32 - mmengine - INFO - Epoch(train) [76][3400/5005] lr: 3.0048e-02 eta: 14:20:00 time: 0.2486 data_time: 0.0021 memory: 2855 loss: 1.4328 2022/12/07 12:19:57 - mmengine - INFO - Epoch(train) [76][3500/5005] lr: 3.0024e-02 eta: 14:19:38 time: 0.2523 data_time: 0.0023 memory: 2855 loss: 1.5465 2022/12/07 12:20:22 - mmengine - INFO - Epoch(train) [76][3600/5005] lr: 3.0000e-02 eta: 14:19:16 time: 0.2513 data_time: 0.0028 memory: 2855 loss: 1.4792 2022/12/07 12:20:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:20:46 - mmengine - INFO - Epoch(train) [76][3700/5005] lr: 2.9976e-02 eta: 14:18:53 time: 0.2524 data_time: 0.0025 memory: 2855 loss: 1.4346 2022/12/07 12:21:12 - mmengine - INFO - Epoch(train) [76][3800/5005] lr: 2.9952e-02 eta: 14:18:31 time: 0.2495 data_time: 0.0025 memory: 2855 loss: 1.6363 2022/12/07 12:21:37 - mmengine - INFO - Epoch(train) [76][3900/5005] lr: 2.9928e-02 eta: 14:18:09 time: 0.2530 data_time: 0.0025 memory: 2855 loss: 1.6309 2022/12/07 12:22:02 - mmengine - INFO - Epoch(train) [76][4000/5005] lr: 2.9904e-02 eta: 14:17:46 time: 0.2535 data_time: 0.0026 memory: 2855 loss: 1.4691 2022/12/07 12:22:27 - mmengine - INFO - Epoch(train) [76][4100/5005] lr: 2.9880e-02 eta: 14:17:24 time: 0.2446 data_time: 0.0024 memory: 2855 loss: 1.4759 2022/12/07 12:22:52 - mmengine - INFO - Epoch(train) [76][4200/5005] lr: 2.9856e-02 eta: 14:17:02 time: 0.2439 data_time: 0.0024 memory: 2855 loss: 1.5359 2022/12/07 12:23:17 - mmengine - INFO - Epoch(train) [76][4300/5005] lr: 2.9832e-02 eta: 14:16:39 time: 0.2478 data_time: 0.0027 memory: 2855 loss: 1.5505 2022/12/07 12:23:42 - mmengine - INFO - Epoch(train) [76][4400/5005] lr: 2.9808e-02 eta: 14:16:17 time: 0.2515 data_time: 0.0031 memory: 2855 loss: 1.4392 2022/12/07 12:24:07 - mmengine - INFO - Epoch(train) [76][4500/5005] lr: 2.9784e-02 eta: 14:15:55 time: 0.2524 data_time: 0.0018 memory: 2855 loss: 1.4467 2022/12/07 12:24:31 - mmengine - INFO - Epoch(train) [76][4600/5005] lr: 2.9760e-02 eta: 14:15:32 time: 0.2249 data_time: 0.0021 memory: 2855 loss: 1.6495 2022/12/07 12:24:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:24:55 - mmengine - INFO - Epoch(train) [76][4700/5005] lr: 2.9736e-02 eta: 14:15:09 time: 0.2462 data_time: 0.0030 memory: 2855 loss: 1.3605 2022/12/07 12:25:19 - mmengine - INFO - Epoch(train) [76][4800/5005] lr: 2.9712e-02 eta: 14:14:46 time: 0.2441 data_time: 0.0023 memory: 2855 loss: 1.6644 2022/12/07 12:25:45 - mmengine - INFO - Epoch(train) [76][4900/5005] lr: 2.9688e-02 eta: 14:14:24 time: 0.2505 data_time: 0.0026 memory: 2855 loss: 1.5774 2022/12/07 12:26:10 - mmengine - INFO - Epoch(train) [76][5000/5005] lr: 2.9665e-02 eta: 14:14:02 time: 0.2470 data_time: 0.0034 memory: 2855 loss: 1.6154 2022/12/07 12:26:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:26:11 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/12/07 12:26:19 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:06 time: 0.0780 data_time: 0.0339 memory: 2855 2022/12/07 12:26:36 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 69.3800 accuracy/top5: 89.2520 2022/12/07 12:27:02 - mmengine - INFO - Epoch(train) [77][ 100/5005] lr: 2.9640e-02 eta: 14:13:38 time: 0.2508 data_time: 0.0026 memory: 2855 loss: 1.3449 2022/12/07 12:27:26 - mmengine - INFO - Epoch(train) [77][ 200/5005] lr: 2.9616e-02 eta: 14:13:16 time: 0.2472 data_time: 0.0023 memory: 2855 loss: 1.5541 2022/12/07 12:27:51 - mmengine - INFO - Epoch(train) [77][ 300/5005] lr: 2.9592e-02 eta: 14:12:54 time: 0.2459 data_time: 0.0029 memory: 2855 loss: 1.4473 2022/12/07 12:28:16 - mmengine - INFO - Epoch(train) [77][ 400/5005] lr: 2.9568e-02 eta: 14:12:31 time: 0.2477 data_time: 0.0027 memory: 2855 loss: 1.3338 2022/12/07 12:28:41 - mmengine - INFO - Epoch(train) [77][ 500/5005] lr: 2.9544e-02 eta: 14:12:09 time: 0.2531 data_time: 0.0026 memory: 2855 loss: 1.4857 2022/12/07 12:29:06 - mmengine - INFO - Epoch(train) [77][ 600/5005] lr: 2.9520e-02 eta: 14:11:47 time: 0.2492 data_time: 0.0026 memory: 2855 loss: 1.4914 2022/12/07 12:29:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:29:31 - mmengine - INFO - Epoch(train) [77][ 700/5005] lr: 2.9496e-02 eta: 14:11:24 time: 0.2504 data_time: 0.0028 memory: 2855 loss: 1.5100 2022/12/07 12:29:56 - mmengine - INFO - Epoch(train) [77][ 800/5005] lr: 2.9472e-02 eta: 14:11:02 time: 0.2506 data_time: 0.0018 memory: 2855 loss: 1.4045 2022/12/07 12:30:21 - mmengine - INFO - Epoch(train) [77][ 900/5005] lr: 2.9449e-02 eta: 14:10:39 time: 0.1876 data_time: 0.0046 memory: 2855 loss: 1.4331 2022/12/07 12:30:44 - mmengine - INFO - Epoch(train) [77][1000/5005] lr: 2.9425e-02 eta: 14:10:16 time: 0.2438 data_time: 0.0022 memory: 2855 loss: 1.6112 2022/12/07 12:31:09 - mmengine - INFO - Epoch(train) [77][1100/5005] lr: 2.9401e-02 eta: 14:09:53 time: 0.2513 data_time: 0.0022 memory: 2855 loss: 1.2046 2022/12/07 12:31:34 - mmengine - INFO - Epoch(train) [77][1200/5005] lr: 2.9377e-02 eta: 14:09:31 time: 0.2476 data_time: 0.0022 memory: 2855 loss: 1.2927 2022/12/07 12:31:59 - mmengine - INFO - Epoch(train) [77][1300/5005] lr: 2.9353e-02 eta: 14:09:09 time: 0.2500 data_time: 0.0025 memory: 2855 loss: 1.6565 2022/12/07 12:32:24 - mmengine - INFO - Epoch(train) [77][1400/5005] lr: 2.9329e-02 eta: 14:08:46 time: 0.2526 data_time: 0.0024 memory: 2855 loss: 1.1632 2022/12/07 12:32:49 - mmengine - INFO - Epoch(train) [77][1500/5005] lr: 2.9306e-02 eta: 14:08:24 time: 0.2529 data_time: 0.0024 memory: 2855 loss: 1.5787 2022/12/07 12:33:14 - mmengine - INFO - Epoch(train) [77][1600/5005] lr: 2.9282e-02 eta: 14:08:02 time: 0.2506 data_time: 0.0025 memory: 2855 loss: 1.6572 2022/12/07 12:33:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:33:39 - mmengine - INFO - Epoch(train) [77][1700/5005] lr: 2.9258e-02 eta: 14:07:39 time: 0.2536 data_time: 0.0023 memory: 2855 loss: 1.5213 2022/12/07 12:34:04 - mmengine - INFO - Epoch(train) [77][1800/5005] lr: 2.9234e-02 eta: 14:07:17 time: 0.2547 data_time: 0.0025 memory: 2855 loss: 1.4720 2022/12/07 12:34:29 - mmengine - INFO - Epoch(train) [77][1900/5005] lr: 2.9210e-02 eta: 14:06:55 time: 0.2480 data_time: 0.0028 memory: 2855 loss: 1.7212 2022/12/07 12:34:54 - mmengine - INFO - Epoch(train) [77][2000/5005] lr: 2.9187e-02 eta: 14:06:32 time: 0.2521 data_time: 0.0029 memory: 2855 loss: 1.4811 2022/12/07 12:35:19 - mmengine - INFO - Epoch(train) [77][2100/5005] lr: 2.9163e-02 eta: 14:06:10 time: 0.2514 data_time: 0.0023 memory: 2855 loss: 1.7204 2022/12/07 12:35:44 - mmengine - INFO - Epoch(train) [77][2200/5005] lr: 2.9139e-02 eta: 14:05:48 time: 0.2528 data_time: 0.0018 memory: 2855 loss: 1.5922 2022/12/07 12:36:09 - mmengine - INFO - Epoch(train) [77][2300/5005] lr: 2.9115e-02 eta: 14:05:26 time: 0.2539 data_time: 0.0018 memory: 2855 loss: 1.4610 2022/12/07 12:36:32 - mmengine - INFO - Epoch(train) [77][2400/5005] lr: 2.9092e-02 eta: 14:05:02 time: 0.2819 data_time: 0.0042 memory: 2855 loss: 1.4393 2022/12/07 12:36:57 - mmengine - INFO - Epoch(train) [77][2500/5005] lr: 2.9068e-02 eta: 14:04:39 time: 0.2508 data_time: 0.0023 memory: 2855 loss: 1.3862 2022/12/07 12:37:22 - mmengine - INFO - Epoch(train) [77][2600/5005] lr: 2.9044e-02 eta: 14:04:17 time: 0.2500 data_time: 0.0021 memory: 2855 loss: 1.4381 2022/12/07 12:37:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:37:47 - mmengine - INFO - Epoch(train) [77][2700/5005] lr: 2.9020e-02 eta: 14:03:55 time: 0.2592 data_time: 0.0021 memory: 2855 loss: 1.5596 2022/12/07 12:38:12 - mmengine - INFO - Epoch(train) [77][2800/5005] lr: 2.8997e-02 eta: 14:03:32 time: 0.2455 data_time: 0.0021 memory: 2855 loss: 1.7369 2022/12/07 12:38:37 - mmengine - INFO - Epoch(train) [77][2900/5005] lr: 2.8973e-02 eta: 14:03:10 time: 0.2452 data_time: 0.0022 memory: 2855 loss: 1.4443 2022/12/07 12:39:02 - mmengine - INFO - Epoch(train) [77][3000/5005] lr: 2.8949e-02 eta: 14:02:47 time: 0.2453 data_time: 0.0023 memory: 2855 loss: 1.6388 2022/12/07 12:39:27 - mmengine - INFO - Epoch(train) [77][3100/5005] lr: 2.8925e-02 eta: 14:02:25 time: 0.2501 data_time: 0.0025 memory: 2855 loss: 1.4349 2022/12/07 12:39:52 - mmengine - INFO - Epoch(train) [77][3200/5005] lr: 2.8902e-02 eta: 14:02:03 time: 0.2503 data_time: 0.0025 memory: 2855 loss: 1.5089 2022/12/07 12:40:17 - mmengine - INFO - Epoch(train) [77][3300/5005] lr: 2.8878e-02 eta: 14:01:40 time: 0.2525 data_time: 0.0024 memory: 2855 loss: 1.6086 2022/12/07 12:40:42 - mmengine - INFO - Epoch(train) [77][3400/5005] lr: 2.8854e-02 eta: 14:01:18 time: 0.2443 data_time: 0.0025 memory: 2855 loss: 1.5343 2022/12/07 12:41:07 - mmengine - INFO - Epoch(train) [77][3500/5005] lr: 2.8831e-02 eta: 14:00:56 time: 0.2445 data_time: 0.0023 memory: 2855 loss: 1.4276 2022/12/07 12:41:32 - mmengine - INFO - Epoch(train) [77][3600/5005] lr: 2.8807e-02 eta: 14:00:33 time: 0.2515 data_time: 0.0022 memory: 2855 loss: 1.5540 2022/12/07 12:41:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:41:57 - mmengine - INFO - Epoch(train) [77][3700/5005] lr: 2.8783e-02 eta: 14:00:11 time: 0.2498 data_time: 0.0017 memory: 2855 loss: 1.4253 2022/12/07 12:42:19 - mmengine - INFO - Epoch(train) [77][3800/5005] lr: 2.8760e-02 eta: 13:59:47 time: 0.2552 data_time: 0.0075 memory: 2855 loss: 1.5611 2022/12/07 12:42:45 - mmengine - INFO - Epoch(train) [77][3900/5005] lr: 2.8736e-02 eta: 13:59:25 time: 0.2497 data_time: 0.0022 memory: 2855 loss: 1.5244 2022/12/07 12:43:10 - mmengine - INFO - Epoch(train) [77][4000/5005] lr: 2.8712e-02 eta: 13:59:02 time: 0.2508 data_time: 0.0023 memory: 2855 loss: 1.3964 2022/12/07 12:43:35 - mmengine - INFO - Epoch(train) [77][4100/5005] lr: 2.8689e-02 eta: 13:58:40 time: 0.2498 data_time: 0.0021 memory: 2855 loss: 1.5521 2022/12/07 12:44:00 - mmengine - INFO - Epoch(train) [77][4200/5005] lr: 2.8665e-02 eta: 13:58:18 time: 0.2528 data_time: 0.0021 memory: 2855 loss: 1.4441 2022/12/07 12:44:25 - mmengine - INFO - Epoch(train) [77][4300/5005] lr: 2.8641e-02 eta: 13:57:55 time: 0.2515 data_time: 0.0024 memory: 2855 loss: 1.3868 2022/12/07 12:44:50 - mmengine - INFO - Epoch(train) [77][4400/5005] lr: 2.8618e-02 eta: 13:57:33 time: 0.2448 data_time: 0.0026 memory: 2855 loss: 1.5070 2022/12/07 12:45:15 - mmengine - INFO - Epoch(train) [77][4500/5005] lr: 2.8594e-02 eta: 13:57:11 time: 0.2457 data_time: 0.0027 memory: 2855 loss: 1.4777 2022/12/07 12:45:40 - mmengine - INFO - Epoch(train) [77][4600/5005] lr: 2.8570e-02 eta: 13:56:48 time: 0.2509 data_time: 0.0027 memory: 2855 loss: 1.5217 2022/12/07 12:45:45 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:46:05 - mmengine - INFO - Epoch(train) [77][4700/5005] lr: 2.8547e-02 eta: 13:56:26 time: 0.2526 data_time: 0.0025 memory: 2855 loss: 1.6948 2022/12/07 12:46:30 - mmengine - INFO - Epoch(train) [77][4800/5005] lr: 2.8523e-02 eta: 13:56:04 time: 0.2513 data_time: 0.0022 memory: 2855 loss: 1.5066 2022/12/07 12:46:55 - mmengine - INFO - Epoch(train) [77][4900/5005] lr: 2.8499e-02 eta: 13:55:41 time: 0.2562 data_time: 0.0022 memory: 2855 loss: 1.3984 2022/12/07 12:47:20 - mmengine - INFO - Epoch(train) [77][5000/5005] lr: 2.8476e-02 eta: 13:55:19 time: 0.2552 data_time: 0.0039 memory: 2855 loss: 1.5075 2022/12/07 12:47:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:47:22 - mmengine - INFO - Saving checkpoint at 77 epochs 2022/12/07 12:47:31 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:06 time: 0.0668 data_time: 0.0289 memory: 2855 2022/12/07 12:47:45 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 69.2800 accuracy/top5: 89.4960 2022/12/07 12:48:07 - mmengine - INFO - Epoch(train) [78][ 100/5005] lr: 2.8451e-02 eta: 13:54:54 time: 0.1740 data_time: 0.0072 memory: 2855 loss: 1.2571 2022/12/07 12:48:32 - mmengine - INFO - Epoch(train) [78][ 200/5005] lr: 2.8427e-02 eta: 13:54:32 time: 0.2407 data_time: 0.0022 memory: 2855 loss: 1.3806 2022/12/07 12:48:58 - mmengine - INFO - Epoch(train) [78][ 300/5005] lr: 2.8404e-02 eta: 13:54:09 time: 0.2418 data_time: 0.0019 memory: 2855 loss: 1.3555 2022/12/07 12:49:23 - mmengine - INFO - Epoch(train) [78][ 400/5005] lr: 2.8380e-02 eta: 13:53:47 time: 0.2439 data_time: 0.0025 memory: 2855 loss: 1.4687 2022/12/07 12:49:48 - mmengine - INFO - Epoch(train) [78][ 500/5005] lr: 2.8357e-02 eta: 13:53:24 time: 0.2470 data_time: 0.0026 memory: 2855 loss: 1.3543 2022/12/07 12:50:12 - mmengine - INFO - Epoch(train) [78][ 600/5005] lr: 2.8333e-02 eta: 13:53:02 time: 0.2496 data_time: 0.0022 memory: 2855 loss: 1.2861 2022/12/07 12:50:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:50:37 - mmengine - INFO - Epoch(train) [78][ 700/5005] lr: 2.8310e-02 eta: 13:52:40 time: 0.2469 data_time: 0.0024 memory: 2855 loss: 1.3861 2022/12/07 12:51:03 - mmengine - INFO - Epoch(train) [78][ 800/5005] lr: 2.8286e-02 eta: 13:52:17 time: 0.2537 data_time: 0.0024 memory: 2855 loss: 1.4195 2022/12/07 12:51:28 - mmengine - INFO - Epoch(train) [78][ 900/5005] lr: 2.8262e-02 eta: 13:51:55 time: 0.2555 data_time: 0.0024 memory: 2855 loss: 1.2451 2022/12/07 12:51:53 - mmengine - INFO - Epoch(train) [78][1000/5005] lr: 2.8239e-02 eta: 13:51:32 time: 0.2553 data_time: 0.0023 memory: 2855 loss: 1.3262 2022/12/07 12:52:18 - mmengine - INFO - Epoch(train) [78][1100/5005] lr: 2.8215e-02 eta: 13:51:10 time: 0.2517 data_time: 0.0026 memory: 2855 loss: 1.4657 2022/12/07 12:52:43 - mmengine - INFO - Epoch(train) [78][1200/5005] lr: 2.8192e-02 eta: 13:50:48 time: 0.2531 data_time: 0.0026 memory: 2855 loss: 1.2854 2022/12/07 12:53:08 - mmengine - INFO - Epoch(train) [78][1300/5005] lr: 2.8168e-02 eta: 13:50:25 time: 0.2494 data_time: 0.0028 memory: 2855 loss: 1.2804 2022/12/07 12:53:33 - mmengine - INFO - Epoch(train) [78][1400/5005] lr: 2.8145e-02 eta: 13:50:03 time: 0.2518 data_time: 0.0018 memory: 2855 loss: 1.3779 2022/12/07 12:53:58 - mmengine - INFO - Epoch(train) [78][1500/5005] lr: 2.8121e-02 eta: 13:49:40 time: 0.1954 data_time: 0.0036 memory: 2855 loss: 1.6015 2022/12/07 12:54:21 - mmengine - INFO - Epoch(train) [78][1600/5005] lr: 2.8098e-02 eta: 13:49:17 time: 0.2525 data_time: 0.0030 memory: 2855 loss: 1.4787 2022/12/07 12:54:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:54:46 - mmengine - INFO - Epoch(train) [78][1700/5005] lr: 2.8074e-02 eta: 13:48:54 time: 0.2515 data_time: 0.0024 memory: 2855 loss: 1.2953 2022/12/07 12:55:11 - mmengine - INFO - Epoch(train) [78][1800/5005] lr: 2.8051e-02 eta: 13:48:32 time: 0.2490 data_time: 0.0024 memory: 2855 loss: 1.3301 2022/12/07 12:55:36 - mmengine - INFO - Epoch(train) [78][1900/5005] lr: 2.8027e-02 eta: 13:48:10 time: 0.2534 data_time: 0.0023 memory: 2855 loss: 1.4198 2022/12/07 12:56:01 - mmengine - INFO - Epoch(train) [78][2000/5005] lr: 2.8004e-02 eta: 13:47:47 time: 0.2507 data_time: 0.0027 memory: 2855 loss: 1.3398 2022/12/07 12:56:26 - mmengine - INFO - Epoch(train) [78][2100/5005] lr: 2.7980e-02 eta: 13:47:25 time: 0.2473 data_time: 0.0025 memory: 2855 loss: 1.1884 2022/12/07 12:56:51 - mmengine - INFO - Epoch(train) [78][2200/5005] lr: 2.7957e-02 eta: 13:47:02 time: 0.2488 data_time: 0.0025 memory: 2855 loss: 1.4392 2022/12/07 12:57:16 - mmengine - INFO - Epoch(train) [78][2300/5005] lr: 2.7933e-02 eta: 13:46:40 time: 0.2436 data_time: 0.0024 memory: 2855 loss: 1.4413 2022/12/07 12:57:41 - mmengine - INFO - Epoch(train) [78][2400/5005] lr: 2.7910e-02 eta: 13:46:17 time: 0.2478 data_time: 0.0028 memory: 2855 loss: 1.3354 2022/12/07 12:58:06 - mmengine - INFO - Epoch(train) [78][2500/5005] lr: 2.7886e-02 eta: 13:45:55 time: 0.2497 data_time: 0.0024 memory: 2855 loss: 1.3990 2022/12/07 12:58:31 - mmengine - INFO - Epoch(train) [78][2600/5005] lr: 2.7863e-02 eta: 13:45:33 time: 0.2400 data_time: 0.0024 memory: 2855 loss: 1.1603 2022/12/07 12:58:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 12:58:56 - mmengine - INFO - Epoch(train) [78][2700/5005] lr: 2.7839e-02 eta: 13:45:10 time: 0.2522 data_time: 0.0025 memory: 2855 loss: 1.3116 2022/12/07 12:59:21 - mmengine - INFO - Epoch(train) [78][2800/5005] lr: 2.7816e-02 eta: 13:44:48 time: 0.2562 data_time: 0.0018 memory: 2855 loss: 1.3441 2022/12/07 12:59:46 - mmengine - INFO - Epoch(train) [78][2900/5005] lr: 2.7793e-02 eta: 13:44:25 time: 0.2521 data_time: 0.0018 memory: 2855 loss: 1.3885 2022/12/07 13:00:09 - mmengine - INFO - Epoch(train) [78][3000/5005] lr: 2.7769e-02 eta: 13:44:02 time: 0.2613 data_time: 0.0060 memory: 2855 loss: 1.5385 2022/12/07 13:00:34 - mmengine - INFO - Epoch(train) [78][3100/5005] lr: 2.7746e-02 eta: 13:43:39 time: 0.2446 data_time: 0.0024 memory: 2855 loss: 1.3009 2022/12/07 13:00:58 - mmengine - INFO - Epoch(train) [78][3200/5005] lr: 2.7722e-02 eta: 13:43:17 time: 0.2492 data_time: 0.0027 memory: 2855 loss: 1.5367 2022/12/07 13:01:24 - mmengine - INFO - Epoch(train) [78][3300/5005] lr: 2.7699e-02 eta: 13:42:54 time: 0.2521 data_time: 0.0025 memory: 2855 loss: 1.4531 2022/12/07 13:01:49 - mmengine - INFO - Epoch(train) [78][3400/5005] lr: 2.7676e-02 eta: 13:42:32 time: 0.2492 data_time: 0.0026 memory: 2855 loss: 1.4900 2022/12/07 13:02:14 - mmengine - INFO - Epoch(train) [78][3500/5005] lr: 2.7652e-02 eta: 13:42:09 time: 0.2528 data_time: 0.0028 memory: 2855 loss: 1.3692 2022/12/07 13:02:39 - mmengine - INFO - Epoch(train) [78][3600/5005] lr: 2.7629e-02 eta: 13:41:47 time: 0.2454 data_time: 0.0026 memory: 2855 loss: 1.6040 2022/12/07 13:02:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:03:04 - mmengine - INFO - Epoch(train) [78][3700/5005] lr: 2.7605e-02 eta: 13:41:25 time: 0.2540 data_time: 0.0026 memory: 2855 loss: 1.5964 2022/12/07 13:03:29 - mmengine - INFO - Epoch(train) [78][3800/5005] lr: 2.7582e-02 eta: 13:41:02 time: 0.2509 data_time: 0.0028 memory: 2855 loss: 1.5183 2022/12/07 13:03:54 - mmengine - INFO - Epoch(train) [78][3900/5005] lr: 2.7559e-02 eta: 13:40:40 time: 0.2514 data_time: 0.0025 memory: 2855 loss: 1.3923 2022/12/07 13:04:19 - mmengine - INFO - Epoch(train) [78][4000/5005] lr: 2.7535e-02 eta: 13:40:17 time: 0.2496 data_time: 0.0025 memory: 2855 loss: 1.6343 2022/12/07 13:04:44 - mmengine - INFO - Epoch(train) [78][4100/5005] lr: 2.7512e-02 eta: 13:39:55 time: 0.2474 data_time: 0.0027 memory: 2855 loss: 1.3576 2022/12/07 13:05:09 - mmengine - INFO - Epoch(train) [78][4200/5005] lr: 2.7488e-02 eta: 13:39:32 time: 0.2416 data_time: 0.0024 memory: 2855 loss: 1.4566 2022/12/07 13:05:34 - mmengine - INFO - Epoch(train) [78][4300/5005] lr: 2.7465e-02 eta: 13:39:10 time: 0.2510 data_time: 0.0018 memory: 2855 loss: 1.2987 2022/12/07 13:05:56 - mmengine - INFO - Epoch(train) [78][4400/5005] lr: 2.7442e-02 eta: 13:38:46 time: 0.2898 data_time: 0.0075 memory: 2855 loss: 1.4877 2022/12/07 13:06:21 - mmengine - INFO - Epoch(train) [78][4500/5005] lr: 2.7418e-02 eta: 13:38:24 time: 0.2547 data_time: 0.0021 memory: 2855 loss: 1.4815 2022/12/07 13:06:46 - mmengine - INFO - Epoch(train) [78][4600/5005] lr: 2.7395e-02 eta: 13:38:01 time: 0.2529 data_time: 0.0021 memory: 2855 loss: 1.4446 2022/12/07 13:06:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:07:11 - mmengine - INFO - Epoch(train) [78][4700/5005] lr: 2.7372e-02 eta: 13:37:39 time: 0.2408 data_time: 0.0023 memory: 2855 loss: 1.3957 2022/12/07 13:07:36 - mmengine - INFO - Epoch(train) [78][4800/5005] lr: 2.7348e-02 eta: 13:37:16 time: 0.2427 data_time: 0.0026 memory: 2855 loss: 1.5996 2022/12/07 13:08:02 - mmengine - INFO - Epoch(train) [78][4900/5005] lr: 2.7325e-02 eta: 13:36:54 time: 0.2521 data_time: 0.0024 memory: 2855 loss: 1.6338 2022/12/07 13:08:27 - mmengine - INFO - Epoch(train) [78][5000/5005] lr: 2.7302e-02 eta: 13:36:31 time: 0.2513 data_time: 0.0034 memory: 2855 loss: 1.4273 2022/12/07 13:08:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:08:28 - mmengine - INFO - Saving checkpoint at 78 epochs 2022/12/07 13:08:37 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:06 time: 0.0647 data_time: 0.0239 memory: 2855 2022/12/07 13:08:53 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 70.0360 accuracy/top5: 89.6980 2022/12/07 13:09:19 - mmengine - INFO - Epoch(train) [79][ 100/5005] lr: 2.7277e-02 eta: 13:36:08 time: 0.2516 data_time: 0.0022 memory: 2855 loss: 1.2987 2022/12/07 13:09:44 - mmengine - INFO - Epoch(train) [79][ 200/5005] lr: 2.7254e-02 eta: 13:35:46 time: 0.2515 data_time: 0.0024 memory: 2855 loss: 1.4468 2022/12/07 13:10:09 - mmengine - INFO - Epoch(train) [79][ 300/5005] lr: 2.7231e-02 eta: 13:35:23 time: 0.2426 data_time: 0.0026 memory: 2855 loss: 1.5908 2022/12/07 13:10:34 - mmengine - INFO - Epoch(train) [79][ 400/5005] lr: 2.7208e-02 eta: 13:35:01 time: 0.2440 data_time: 0.0027 memory: 2855 loss: 1.3836 2022/12/07 13:10:59 - mmengine - INFO - Epoch(train) [79][ 500/5005] lr: 2.7184e-02 eta: 13:34:38 time: 0.2504 data_time: 0.0025 memory: 2855 loss: 1.4510 2022/12/07 13:11:24 - mmengine - INFO - Epoch(train) [79][ 600/5005] lr: 2.7161e-02 eta: 13:34:16 time: 0.2560 data_time: 0.0019 memory: 2855 loss: 1.4948 2022/12/07 13:11:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:11:47 - mmengine - INFO - Epoch(train) [79][ 700/5005] lr: 2.7138e-02 eta: 13:33:52 time: 0.2747 data_time: 0.0069 memory: 2855 loss: 1.4143 2022/12/07 13:12:12 - mmengine - INFO - Epoch(train) [79][ 800/5005] lr: 2.7114e-02 eta: 13:33:30 time: 0.2561 data_time: 0.0022 memory: 2855 loss: 1.4355 2022/12/07 13:12:37 - mmengine - INFO - Epoch(train) [79][ 900/5005] lr: 2.7091e-02 eta: 13:33:07 time: 0.2481 data_time: 0.0023 memory: 2855 loss: 1.3804 2022/12/07 13:13:02 - mmengine - INFO - Epoch(train) [79][1000/5005] lr: 2.7068e-02 eta: 13:32:45 time: 0.2518 data_time: 0.0023 memory: 2855 loss: 1.5675 2022/12/07 13:13:27 - mmengine - INFO - Epoch(train) [79][1100/5005] lr: 2.7045e-02 eta: 13:32:22 time: 0.2572 data_time: 0.0025 memory: 2855 loss: 1.3818 2022/12/07 13:13:52 - mmengine - INFO - Epoch(train) [79][1200/5005] lr: 2.7022e-02 eta: 13:32:00 time: 0.2509 data_time: 0.0025 memory: 2855 loss: 1.5384 2022/12/07 13:14:17 - mmengine - INFO - Epoch(train) [79][1300/5005] lr: 2.6998e-02 eta: 13:31:38 time: 0.2501 data_time: 0.0027 memory: 2855 loss: 1.3794 2022/12/07 13:14:42 - mmengine - INFO - Epoch(train) [79][1400/5005] lr: 2.6975e-02 eta: 13:31:15 time: 0.2512 data_time: 0.0028 memory: 2855 loss: 1.4190 2022/12/07 13:15:07 - mmengine - INFO - Epoch(train) [79][1500/5005] lr: 2.6952e-02 eta: 13:30:53 time: 0.2449 data_time: 0.0026 memory: 2855 loss: 1.4739 2022/12/07 13:15:32 - mmengine - INFO - Epoch(train) [79][1600/5005] lr: 2.6929e-02 eta: 13:30:30 time: 0.2458 data_time: 0.0025 memory: 2855 loss: 1.4319 2022/12/07 13:15:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:15:57 - mmengine - INFO - Epoch(train) [79][1700/5005] lr: 2.6905e-02 eta: 13:30:08 time: 0.2487 data_time: 0.0026 memory: 2855 loss: 1.6284 2022/12/07 13:16:22 - mmengine - INFO - Epoch(train) [79][1800/5005] lr: 2.6882e-02 eta: 13:29:45 time: 0.2529 data_time: 0.0025 memory: 2855 loss: 1.3874 2022/12/07 13:16:48 - mmengine - INFO - Epoch(train) [79][1900/5005] lr: 2.6859e-02 eta: 13:29:23 time: 0.2528 data_time: 0.0029 memory: 2855 loss: 1.6618 2022/12/07 13:17:13 - mmengine - INFO - Epoch(train) [79][2000/5005] lr: 2.6836e-02 eta: 13:29:00 time: 0.2528 data_time: 0.0018 memory: 2855 loss: 1.6489 2022/12/07 13:17:34 - mmengine - INFO - Epoch(train) [79][2100/5005] lr: 2.6813e-02 eta: 13:28:36 time: 0.1733 data_time: 0.0105 memory: 2855 loss: 1.3837 2022/12/07 13:18:00 - mmengine - INFO - Epoch(train) [79][2200/5005] lr: 2.6790e-02 eta: 13:28:14 time: 0.2467 data_time: 0.0023 memory: 2855 loss: 1.3069 2022/12/07 13:18:25 - mmengine - INFO - Epoch(train) [79][2300/5005] lr: 2.6766e-02 eta: 13:27:51 time: 0.2477 data_time: 0.0021 memory: 2855 loss: 1.3754 2022/12/07 13:18:50 - mmengine - INFO - Epoch(train) [79][2400/5005] lr: 2.6743e-02 eta: 13:27:29 time: 0.2512 data_time: 0.0022 memory: 2855 loss: 1.4241 2022/12/07 13:19:15 - mmengine - INFO - Epoch(train) [79][2500/5005] lr: 2.6720e-02 eta: 13:27:06 time: 0.2471 data_time: 0.0023 memory: 2855 loss: 1.7419 2022/12/07 13:19:40 - mmengine - INFO - Epoch(train) [79][2600/5005] lr: 2.6697e-02 eta: 13:26:44 time: 0.2415 data_time: 0.0025 memory: 2855 loss: 1.4168 2022/12/07 13:19:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:20:05 - mmengine - INFO - Epoch(train) [79][2700/5005] lr: 2.6674e-02 eta: 13:26:21 time: 0.2488 data_time: 0.0027 memory: 2855 loss: 1.5699 2022/12/07 13:20:30 - mmengine - INFO - Epoch(train) [79][2800/5005] lr: 2.6651e-02 eta: 13:25:59 time: 0.2499 data_time: 0.0023 memory: 2855 loss: 1.2321 2022/12/07 13:20:55 - mmengine - INFO - Epoch(train) [79][2900/5005] lr: 2.6628e-02 eta: 13:25:37 time: 0.2488 data_time: 0.0026 memory: 2855 loss: 1.5559 2022/12/07 13:21:20 - mmengine - INFO - Epoch(train) [79][3000/5005] lr: 2.6604e-02 eta: 13:25:14 time: 0.2507 data_time: 0.0029 memory: 2855 loss: 1.2558 2022/12/07 13:21:45 - mmengine - INFO - Epoch(train) [79][3100/5005] lr: 2.6581e-02 eta: 13:24:52 time: 0.2550 data_time: 0.0027 memory: 2855 loss: 1.4466 2022/12/07 13:22:10 - mmengine - INFO - Epoch(train) [79][3200/5005] lr: 2.6558e-02 eta: 13:24:29 time: 0.2466 data_time: 0.0024 memory: 2855 loss: 1.5608 2022/12/07 13:22:36 - mmengine - INFO - Epoch(train) [79][3300/5005] lr: 2.6535e-02 eta: 13:24:07 time: 0.2539 data_time: 0.0030 memory: 2855 loss: 1.4909 2022/12/07 13:23:00 - mmengine - INFO - Epoch(train) [79][3400/5005] lr: 2.6512e-02 eta: 13:23:44 time: 0.2523 data_time: 0.0018 memory: 2855 loss: 1.5210 2022/12/07 13:23:25 - mmengine - INFO - Epoch(train) [79][3500/5005] lr: 2.6489e-02 eta: 13:23:21 time: 0.1686 data_time: 0.0078 memory: 2855 loss: 1.4965 2022/12/07 13:23:48 - mmengine - INFO - Epoch(train) [79][3600/5005] lr: 2.6466e-02 eta: 13:22:58 time: 0.2597 data_time: 0.0026 memory: 2855 loss: 1.4081 2022/12/07 13:23:51 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:24:13 - mmengine - INFO - Epoch(train) [79][3700/5005] lr: 2.6443e-02 eta: 13:22:36 time: 0.2480 data_time: 0.0024 memory: 2855 loss: 1.6303 2022/12/07 13:24:38 - mmengine - INFO - Epoch(train) [79][3800/5005] lr: 2.6420e-02 eta: 13:22:13 time: 0.2483 data_time: 0.0026 memory: 2855 loss: 1.4579 2022/12/07 13:25:03 - mmengine - INFO - Epoch(train) [79][3900/5005] lr: 2.6397e-02 eta: 13:21:51 time: 0.2508 data_time: 0.0025 memory: 2855 loss: 1.4747 2022/12/07 13:25:29 - mmengine - INFO - Epoch(train) [79][4000/5005] lr: 2.6374e-02 eta: 13:21:28 time: 0.2498 data_time: 0.0025 memory: 2855 loss: 1.6192 2022/12/07 13:25:54 - mmengine - INFO - Epoch(train) [79][4100/5005] lr: 2.6351e-02 eta: 13:21:06 time: 0.2549 data_time: 0.0031 memory: 2855 loss: 1.2274 2022/12/07 13:26:19 - mmengine - INFO - Epoch(train) [79][4200/5005] lr: 2.6328e-02 eta: 13:20:43 time: 0.2487 data_time: 0.0024 memory: 2855 loss: 1.3574 2022/12/07 13:26:44 - mmengine - INFO - Epoch(train) [79][4300/5005] lr: 2.6304e-02 eta: 13:20:21 time: 0.2513 data_time: 0.0028 memory: 2855 loss: 1.5093 2022/12/07 13:27:09 - mmengine - INFO - Epoch(train) [79][4400/5005] lr: 2.6281e-02 eta: 13:19:58 time: 0.2498 data_time: 0.0026 memory: 2855 loss: 1.4241 2022/12/07 13:27:34 - mmengine - INFO - Epoch(train) [79][4500/5005] lr: 2.6258e-02 eta: 13:19:36 time: 0.2571 data_time: 0.0026 memory: 2855 loss: 1.4807 2022/12/07 13:27:59 - mmengine - INFO - Epoch(train) [79][4600/5005] lr: 2.6235e-02 eta: 13:19:13 time: 0.2504 data_time: 0.0027 memory: 2855 loss: 1.3452 2022/12/07 13:28:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:28:24 - mmengine - INFO - Epoch(train) [79][4700/5005] lr: 2.6212e-02 eta: 13:18:51 time: 0.2569 data_time: 0.0026 memory: 2855 loss: 1.4681 2022/12/07 13:28:49 - mmengine - INFO - Epoch(train) [79][4800/5005] lr: 2.6189e-02 eta: 13:18:28 time: 0.2549 data_time: 0.0018 memory: 2855 loss: 1.3077 2022/12/07 13:29:14 - mmengine - INFO - Epoch(train) [79][4900/5005] lr: 2.6166e-02 eta: 13:18:06 time: 0.2517 data_time: 0.0018 memory: 2855 loss: 1.4842 2022/12/07 13:29:37 - mmengine - INFO - Epoch(train) [79][5000/5005] lr: 2.6143e-02 eta: 13:17:42 time: 0.2553 data_time: 0.0047 memory: 2855 loss: 1.4095 2022/12/07 13:29:38 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:29:38 - mmengine - INFO - Saving checkpoint at 79 epochs 2022/12/07 13:29:48 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:07 time: 0.0807 data_time: 0.0360 memory: 2855 2022/12/07 13:30:05 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 70.3740 accuracy/top5: 89.8120 2022/12/07 13:30:30 - mmengine - INFO - Epoch(train) [80][ 100/5005] lr: 2.6119e-02 eta: 13:17:18 time: 0.2409 data_time: 0.0025 memory: 2855 loss: 1.1934 2022/12/07 13:30:55 - mmengine - INFO - Epoch(train) [80][ 200/5005] lr: 2.6096e-02 eta: 13:16:56 time: 0.2532 data_time: 0.0022 memory: 2855 loss: 1.3650 2022/12/07 13:31:20 - mmengine - INFO - Epoch(train) [80][ 300/5005] lr: 2.6073e-02 eta: 13:16:34 time: 0.2484 data_time: 0.0027 memory: 2855 loss: 1.4860 2022/12/07 13:31:45 - mmengine - INFO - Epoch(train) [80][ 400/5005] lr: 2.6050e-02 eta: 13:16:11 time: 0.2526 data_time: 0.0024 memory: 2855 loss: 1.3632 2022/12/07 13:32:10 - mmengine - INFO - Epoch(train) [80][ 500/5005] lr: 2.6027e-02 eta: 13:15:48 time: 0.2514 data_time: 0.0027 memory: 2855 loss: 1.5231 2022/12/07 13:32:35 - mmengine - INFO - Epoch(train) [80][ 600/5005] lr: 2.6005e-02 eta: 13:15:26 time: 0.2485 data_time: 0.0024 memory: 2855 loss: 1.5637 2022/12/07 13:32:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:33:00 - mmengine - INFO - Epoch(train) [80][ 700/5005] lr: 2.5982e-02 eta: 13:15:03 time: 0.2499 data_time: 0.0026 memory: 2855 loss: 1.3907 2022/12/07 13:33:25 - mmengine - INFO - Epoch(train) [80][ 800/5005] lr: 2.5959e-02 eta: 13:14:41 time: 0.2408 data_time: 0.0022 memory: 2855 loss: 1.2865 2022/12/07 13:33:51 - mmengine - INFO - Epoch(train) [80][ 900/5005] lr: 2.5936e-02 eta: 13:14:18 time: 0.2442 data_time: 0.0029 memory: 2855 loss: 1.5042 2022/12/07 13:34:16 - mmengine - INFO - Epoch(train) [80][1000/5005] lr: 2.5913e-02 eta: 13:13:56 time: 0.2434 data_time: 0.0028 memory: 2855 loss: 1.3690 2022/12/07 13:34:41 - mmengine - INFO - Epoch(train) [80][1100/5005] lr: 2.5890e-02 eta: 13:13:33 time: 0.2449 data_time: 0.0018 memory: 2855 loss: 1.6536 2022/12/07 13:35:05 - mmengine - INFO - Epoch(train) [80][1200/5005] lr: 2.5867e-02 eta: 13:13:10 time: 0.1707 data_time: 0.0071 memory: 2855 loss: 1.3570 2022/12/07 13:35:29 - mmengine - INFO - Epoch(train) [80][1300/5005] lr: 2.5844e-02 eta: 13:12:47 time: 0.2423 data_time: 0.0028 memory: 2855 loss: 1.1391 2022/12/07 13:35:54 - mmengine - INFO - Epoch(train) [80][1400/5005] lr: 2.5821e-02 eta: 13:12:25 time: 0.2508 data_time: 0.0025 memory: 2855 loss: 1.4345 2022/12/07 13:36:19 - mmengine - INFO - Epoch(train) [80][1500/5005] lr: 2.5798e-02 eta: 13:12:02 time: 0.2453 data_time: 0.0026 memory: 2855 loss: 1.4170 2022/12/07 13:36:44 - mmengine - INFO - Epoch(train) [80][1600/5005] lr: 2.5775e-02 eta: 13:11:40 time: 0.2518 data_time: 0.0025 memory: 2855 loss: 1.2454 2022/12/07 13:36:45 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:37:09 - mmengine - INFO - Epoch(train) [80][1700/5005] lr: 2.5753e-02 eta: 13:11:17 time: 0.2422 data_time: 0.0025 memory: 2855 loss: 1.3829 2022/12/07 13:37:34 - mmengine - INFO - Epoch(train) [80][1800/5005] lr: 2.5730e-02 eta: 13:10:55 time: 0.2454 data_time: 0.0028 memory: 2855 loss: 1.3178 2022/12/07 13:37:59 - mmengine - INFO - Epoch(train) [80][1900/5005] lr: 2.5707e-02 eta: 13:10:32 time: 0.2508 data_time: 0.0028 memory: 2855 loss: 1.1064 2022/12/07 13:38:24 - mmengine - INFO - Epoch(train) [80][2000/5005] lr: 2.5684e-02 eta: 13:10:10 time: 0.2485 data_time: 0.0026 memory: 2855 loss: 1.3860 2022/12/07 13:38:49 - mmengine - INFO - Epoch(train) [80][2100/5005] lr: 2.5661e-02 eta: 13:09:47 time: 0.2516 data_time: 0.0024 memory: 2855 loss: 1.4197 2022/12/07 13:39:14 - mmengine - INFO - Epoch(train) [80][2200/5005] lr: 2.5638e-02 eta: 13:09:25 time: 0.2500 data_time: 0.0025 memory: 2855 loss: 1.4411 2022/12/07 13:39:39 - mmengine - INFO - Epoch(train) [80][2300/5005] lr: 2.5615e-02 eta: 13:09:02 time: 0.2516 data_time: 0.0027 memory: 2855 loss: 1.3448 2022/12/07 13:40:04 - mmengine - INFO - Epoch(train) [80][2400/5005] lr: 2.5593e-02 eta: 13:08:40 time: 0.2467 data_time: 0.0027 memory: 2855 loss: 1.3862 2022/12/07 13:40:29 - mmengine - INFO - Epoch(train) [80][2500/5005] lr: 2.5570e-02 eta: 13:08:17 time: 0.2501 data_time: 0.0018 memory: 2855 loss: 1.4151 2022/12/07 13:40:54 - mmengine - INFO - Epoch(train) [80][2600/5005] lr: 2.5547e-02 eta: 13:07:55 time: 0.2481 data_time: 0.0017 memory: 2855 loss: 1.2861 2022/12/07 13:40:56 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:41:17 - mmengine - INFO - Epoch(train) [80][2700/5005] lr: 2.5524e-02 eta: 13:07:31 time: 0.2496 data_time: 0.0028 memory: 2855 loss: 1.5410 2022/12/07 13:41:42 - mmengine - INFO - Epoch(train) [80][2800/5005] lr: 2.5501e-02 eta: 13:07:08 time: 0.2512 data_time: 0.0023 memory: 2855 loss: 1.4074 2022/12/07 13:42:07 - mmengine - INFO - Epoch(train) [80][2900/5005] lr: 2.5479e-02 eta: 13:06:46 time: 0.2521 data_time: 0.0022 memory: 2855 loss: 1.4688 2022/12/07 13:42:32 - mmengine - INFO - Epoch(train) [80][3000/5005] lr: 2.5456e-02 eta: 13:06:23 time: 0.2492 data_time: 0.0025 memory: 2855 loss: 1.4506 2022/12/07 13:42:57 - mmengine - INFO - Epoch(train) [80][3100/5005] lr: 2.5433e-02 eta: 13:06:01 time: 0.2487 data_time: 0.0027 memory: 2855 loss: 1.5304 2022/12/07 13:43:22 - mmengine - INFO - Epoch(train) [80][3200/5005] lr: 2.5410e-02 eta: 13:05:38 time: 0.2524 data_time: 0.0025 memory: 2855 loss: 1.3924 2022/12/07 13:43:47 - mmengine - INFO - Epoch(train) [80][3300/5005] lr: 2.5387e-02 eta: 13:05:16 time: 0.2480 data_time: 0.0030 memory: 2855 loss: 1.3443 2022/12/07 13:44:12 - mmengine - INFO - Epoch(train) [80][3400/5005] lr: 2.5365e-02 eta: 13:04:53 time: 0.2485 data_time: 0.0028 memory: 2855 loss: 1.4188 2022/12/07 13:44:37 - mmengine - INFO - Epoch(train) [80][3500/5005] lr: 2.5342e-02 eta: 13:04:31 time: 0.2533 data_time: 0.0026 memory: 2855 loss: 1.3750 2022/12/07 13:45:03 - mmengine - INFO - Epoch(train) [80][3600/5005] lr: 2.5319e-02 eta: 13:04:08 time: 0.2524 data_time: 0.0025 memory: 2855 loss: 1.4382 2022/12/07 13:45:04 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:45:27 - mmengine - INFO - Epoch(train) [80][3700/5005] lr: 2.5296e-02 eta: 13:03:45 time: 0.2474 data_time: 0.0028 memory: 2855 loss: 1.3769 2022/12/07 13:45:53 - mmengine - INFO - Epoch(train) [80][3800/5005] lr: 2.5274e-02 eta: 13:03:23 time: 0.2494 data_time: 0.0025 memory: 2855 loss: 1.5301 2022/12/07 13:46:18 - mmengine - INFO - Epoch(train) [80][3900/5005] lr: 2.5251e-02 eta: 13:03:00 time: 0.2535 data_time: 0.0022 memory: 2855 loss: 1.1599 2022/12/07 13:46:43 - mmengine - INFO - Epoch(train) [80][4000/5005] lr: 2.5228e-02 eta: 13:02:38 time: 0.2474 data_time: 0.0018 memory: 2855 loss: 1.5446 2022/12/07 13:47:05 - mmengine - INFO - Epoch(train) [80][4100/5005] lr: 2.5205e-02 eta: 13:02:14 time: 0.2667 data_time: 0.0071 memory: 2855 loss: 1.3198 2022/12/07 13:47:30 - mmengine - INFO - Epoch(train) [80][4200/5005] lr: 2.5183e-02 eta: 13:01:52 time: 0.2445 data_time: 0.0021 memory: 2855 loss: 1.4007 2022/12/07 13:47:56 - mmengine - INFO - Epoch(train) [80][4300/5005] lr: 2.5160e-02 eta: 13:01:29 time: 0.2435 data_time: 0.0023 memory: 2855 loss: 1.6292 2022/12/07 13:48:21 - mmengine - INFO - Epoch(train) [80][4400/5005] lr: 2.5137e-02 eta: 13:01:07 time: 0.2516 data_time: 0.0023 memory: 2855 loss: 1.3019 2022/12/07 13:48:46 - mmengine - INFO - Epoch(train) [80][4500/5005] lr: 2.5115e-02 eta: 13:00:44 time: 0.2494 data_time: 0.0026 memory: 2855 loss: 1.4433 2022/12/07 13:49:11 - mmengine - INFO - Epoch(train) [80][4600/5005] lr: 2.5092e-02 eta: 13:00:22 time: 0.2521 data_time: 0.0023 memory: 2855 loss: 1.5076 2022/12/07 13:49:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:49:36 - mmengine - INFO - Epoch(train) [80][4700/5005] lr: 2.5069e-02 eta: 12:59:59 time: 0.2536 data_time: 0.0021 memory: 2855 loss: 1.3441 2022/12/07 13:50:01 - mmengine - INFO - Epoch(train) [80][4800/5005] lr: 2.5047e-02 eta: 12:59:37 time: 0.2458 data_time: 0.0022 memory: 2855 loss: 1.5077 2022/12/07 13:50:26 - mmengine - INFO - Epoch(train) [80][4900/5005] lr: 2.5024e-02 eta: 12:59:14 time: 0.2443 data_time: 0.0027 memory: 2855 loss: 1.2129 2022/12/07 13:50:51 - mmengine - INFO - Epoch(train) [80][5000/5005] lr: 2.5001e-02 eta: 12:58:51 time: 0.2449 data_time: 0.0037 memory: 2855 loss: 1.3875 2022/12/07 13:50:53 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:50:53 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/12/07 13:51:01 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:06 time: 0.0729 data_time: 0.0291 memory: 2855 2022/12/07 13:51:18 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 69.8900 accuracy/top5: 89.8220 2022/12/07 13:51:43 - mmengine - INFO - Epoch(train) [81][ 100/5005] lr: 2.4978e-02 eta: 12:58:28 time: 0.2499 data_time: 0.0022 memory: 2855 loss: 1.5830 2022/12/07 13:52:08 - mmengine - INFO - Epoch(train) [81][ 200/5005] lr: 2.4955e-02 eta: 12:58:05 time: 0.2518 data_time: 0.0019 memory: 2855 loss: 1.5429 2022/12/07 13:52:33 - mmengine - INFO - Epoch(train) [81][ 300/5005] lr: 2.4932e-02 eta: 12:57:43 time: 0.2426 data_time: 0.0018 memory: 2855 loss: 1.3395 2022/12/07 13:52:56 - mmengine - INFO - Epoch(train) [81][ 400/5005] lr: 2.4910e-02 eta: 12:57:19 time: 0.2657 data_time: 0.0060 memory: 2855 loss: 1.4941 2022/12/07 13:53:21 - mmengine - INFO - Epoch(train) [81][ 500/5005] lr: 2.4887e-02 eta: 12:56:57 time: 0.2516 data_time: 0.0022 memory: 2855 loss: 1.3959 2022/12/07 13:53:46 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:53:46 - mmengine - INFO - Epoch(train) [81][ 600/5005] lr: 2.4864e-02 eta: 12:56:34 time: 0.2518 data_time: 0.0025 memory: 2855 loss: 1.4352 2022/12/07 13:54:12 - mmengine - INFO - Epoch(train) [81][ 700/5005] lr: 2.4842e-02 eta: 12:56:12 time: 0.2519 data_time: 0.0025 memory: 2855 loss: 1.4240 2022/12/07 13:54:36 - mmengine - INFO - Epoch(train) [81][ 800/5005] lr: 2.4819e-02 eta: 12:55:49 time: 0.2433 data_time: 0.0028 memory: 2855 loss: 1.4775 2022/12/07 13:55:02 - mmengine - INFO - Epoch(train) [81][ 900/5005] lr: 2.4797e-02 eta: 12:55:26 time: 0.2522 data_time: 0.0025 memory: 2855 loss: 1.2746 2022/12/07 13:55:26 - mmengine - INFO - Epoch(train) [81][1000/5005] lr: 2.4774e-02 eta: 12:55:04 time: 0.2452 data_time: 0.0025 memory: 2855 loss: 1.5291 2022/12/07 13:55:52 - mmengine - INFO - Epoch(train) [81][1100/5005] lr: 2.4751e-02 eta: 12:54:41 time: 0.2446 data_time: 0.0023 memory: 2855 loss: 1.3641 2022/12/07 13:56:17 - mmengine - INFO - Epoch(train) [81][1200/5005] lr: 2.4729e-02 eta: 12:54:19 time: 0.2485 data_time: 0.0024 memory: 2855 loss: 1.4441 2022/12/07 13:56:42 - mmengine - INFO - Epoch(train) [81][1300/5005] lr: 2.4706e-02 eta: 12:53:56 time: 0.2516 data_time: 0.0025 memory: 2855 loss: 1.3637 2022/12/07 13:57:07 - mmengine - INFO - Epoch(train) [81][1400/5005] lr: 2.4684e-02 eta: 12:53:34 time: 0.2507 data_time: 0.0027 memory: 2855 loss: 1.4981 2022/12/07 13:57:32 - mmengine - INFO - Epoch(train) [81][1500/5005] lr: 2.4661e-02 eta: 12:53:11 time: 0.2501 data_time: 0.0026 memory: 2855 loss: 1.4268 2022/12/07 13:57:57 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 13:57:57 - mmengine - INFO - Epoch(train) [81][1600/5005] lr: 2.4639e-02 eta: 12:52:48 time: 0.2461 data_time: 0.0026 memory: 2855 loss: 1.4509 2022/12/07 13:58:22 - mmengine - INFO - Epoch(train) [81][1700/5005] lr: 2.4616e-02 eta: 12:52:26 time: 0.2542 data_time: 0.0018 memory: 2855 loss: 1.3031 2022/12/07 13:58:44 - mmengine - INFO - Epoch(train) [81][1800/5005] lr: 2.4594e-02 eta: 12:52:02 time: 0.2859 data_time: 0.0083 memory: 2855 loss: 1.2064 2022/12/07 13:59:09 - mmengine - INFO - Epoch(train) [81][1900/5005] lr: 2.4571e-02 eta: 12:51:39 time: 0.2449 data_time: 0.0021 memory: 2855 loss: 1.3353 2022/12/07 13:59:34 - mmengine - INFO - Epoch(train) [81][2000/5005] lr: 2.4549e-02 eta: 12:51:17 time: 0.2418 data_time: 0.0023 memory: 2855 loss: 1.3538 2022/12/07 14:00:00 - mmengine - INFO - Epoch(train) [81][2100/5005] lr: 2.4526e-02 eta: 12:50:54 time: 0.2412 data_time: 0.0025 memory: 2855 loss: 1.3675 2022/12/07 14:00:25 - mmengine - INFO - Epoch(train) [81][2200/5005] lr: 2.4504e-02 eta: 12:50:32 time: 0.2435 data_time: 0.0028 memory: 2855 loss: 1.5062 2022/12/07 14:00:50 - mmengine - INFO - Epoch(train) [81][2300/5005] lr: 2.4481e-02 eta: 12:50:09 time: 0.2402 data_time: 0.0027 memory: 2855 loss: 1.3027 2022/12/07 14:01:15 - mmengine - INFO - Epoch(train) [81][2400/5005] lr: 2.4459e-02 eta: 12:49:47 time: 0.2529 data_time: 0.0026 memory: 2855 loss: 1.2875 2022/12/07 14:01:40 - mmengine - INFO - Epoch(train) [81][2500/5005] lr: 2.4436e-02 eta: 12:49:24 time: 0.2507 data_time: 0.0026 memory: 2855 loss: 1.3165 2022/12/07 14:02:05 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:02:05 - mmengine - INFO - Epoch(train) [81][2600/5005] lr: 2.4414e-02 eta: 12:49:01 time: 0.2540 data_time: 0.0029 memory: 2855 loss: 1.3070 2022/12/07 14:02:30 - mmengine - INFO - Epoch(train) [81][2700/5005] lr: 2.4391e-02 eta: 12:48:39 time: 0.2508 data_time: 0.0028 memory: 2855 loss: 1.3391 2022/12/07 14:02:55 - mmengine - INFO - Epoch(train) [81][2800/5005] lr: 2.4369e-02 eta: 12:48:16 time: 0.2505 data_time: 0.0027 memory: 2855 loss: 1.3888 2022/12/07 14:03:21 - mmengine - INFO - Epoch(train) [81][2900/5005] lr: 2.4346e-02 eta: 12:47:54 time: 0.2500 data_time: 0.0025 memory: 2855 loss: 1.2417 2022/12/07 14:03:46 - mmengine - INFO - Epoch(train) [81][3000/5005] lr: 2.4324e-02 eta: 12:47:31 time: 0.2465 data_time: 0.0026 memory: 2855 loss: 1.4941 2022/12/07 14:04:11 - mmengine - INFO - Epoch(train) [81][3100/5005] lr: 2.4301e-02 eta: 12:47:09 time: 0.2512 data_time: 0.0018 memory: 2855 loss: 1.2873 2022/12/07 14:04:34 - mmengine - INFO - Epoch(train) [81][3200/5005] lr: 2.4279e-02 eta: 12:46:45 time: 0.1716 data_time: 0.0046 memory: 2855 loss: 1.1895 2022/12/07 14:04:58 - mmengine - INFO - Epoch(train) [81][3300/5005] lr: 2.4257e-02 eta: 12:46:22 time: 0.2507 data_time: 0.0023 memory: 2855 loss: 1.4324 2022/12/07 14:05:23 - mmengine - INFO - Epoch(train) [81][3400/5005] lr: 2.4234e-02 eta: 12:46:00 time: 0.2503 data_time: 0.0024 memory: 2855 loss: 1.2051 2022/12/07 14:05:48 - mmengine - INFO - Epoch(train) [81][3500/5005] lr: 2.4212e-02 eta: 12:45:37 time: 0.2498 data_time: 0.0028 memory: 2855 loss: 1.3030 2022/12/07 14:06:14 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:06:14 - mmengine - INFO - Epoch(train) [81][3600/5005] lr: 2.4189e-02 eta: 12:45:15 time: 0.2526 data_time: 0.0024 memory: 2855 loss: 1.3847 2022/12/07 14:06:39 - mmengine - INFO - Epoch(train) [81][3700/5005] lr: 2.4167e-02 eta: 12:44:52 time: 0.2526 data_time: 0.0026 memory: 2855 loss: 1.3976 2022/12/07 14:07:04 - mmengine - INFO - Epoch(train) [81][3800/5005] lr: 2.4145e-02 eta: 12:44:29 time: 0.2480 data_time: 0.0027 memory: 2855 loss: 1.2269 2022/12/07 14:07:29 - mmengine - INFO - Epoch(train) [81][3900/5005] lr: 2.4122e-02 eta: 12:44:07 time: 0.2508 data_time: 0.0028 memory: 2855 loss: 1.2196 2022/12/07 14:07:54 - mmengine - INFO - Epoch(train) [81][4000/5005] lr: 2.4100e-02 eta: 12:43:44 time: 0.2529 data_time: 0.0031 memory: 2855 loss: 1.2398 2022/12/07 14:08:19 - mmengine - INFO - Epoch(train) [81][4100/5005] lr: 2.4077e-02 eta: 12:43:22 time: 0.2505 data_time: 0.0028 memory: 2855 loss: 1.4871 2022/12/07 14:08:44 - mmengine - INFO - Epoch(train) [81][4200/5005] lr: 2.4055e-02 eta: 12:42:59 time: 0.2514 data_time: 0.0025 memory: 2855 loss: 1.2622 2022/12/07 14:09:09 - mmengine - INFO - Epoch(train) [81][4300/5005] lr: 2.4033e-02 eta: 12:42:36 time: 0.2499 data_time: 0.0028 memory: 2855 loss: 1.6536 2022/12/07 14:09:34 - mmengine - INFO - Epoch(train) [81][4400/5005] lr: 2.4010e-02 eta: 12:42:14 time: 0.2504 data_time: 0.0029 memory: 2855 loss: 1.4734 2022/12/07 14:09:59 - mmengine - INFO - Epoch(train) [81][4500/5005] lr: 2.3988e-02 eta: 12:41:51 time: 0.2558 data_time: 0.0018 memory: 2855 loss: 1.3314 2022/12/07 14:10:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:10:24 - mmengine - INFO - Epoch(train) [81][4600/5005] lr: 2.3966e-02 eta: 12:41:28 time: 0.1935 data_time: 0.0027 memory: 2855 loss: 1.5674 2022/12/07 14:10:48 - mmengine - INFO - Epoch(train) [81][4700/5005] lr: 2.3943e-02 eta: 12:41:05 time: 0.2529 data_time: 0.0038 memory: 2855 loss: 1.3795 2022/12/07 14:11:13 - mmengine - INFO - Epoch(train) [81][4800/5005] lr: 2.3921e-02 eta: 12:40:42 time: 0.2494 data_time: 0.0021 memory: 2855 loss: 1.2852 2022/12/07 14:11:38 - mmengine - INFO - Epoch(train) [81][4900/5005] lr: 2.3899e-02 eta: 12:40:20 time: 0.2562 data_time: 0.0022 memory: 2855 loss: 1.4374 2022/12/07 14:12:03 - mmengine - INFO - Epoch(train) [81][5000/5005] lr: 2.3876e-02 eta: 12:39:57 time: 0.2525 data_time: 0.0040 memory: 2855 loss: 1.3140 2022/12/07 14:12:04 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:12:04 - mmengine - INFO - Saving checkpoint at 81 epochs 2022/12/07 14:12:12 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:06 time: 0.0660 data_time: 0.0271 memory: 2855 2022/12/07 14:12:29 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 70.6440 accuracy/top5: 90.1180 2022/12/07 14:12:55 - mmengine - INFO - Epoch(train) [82][ 100/5005] lr: 2.3853e-02 eta: 12:39:34 time: 0.2536 data_time: 0.0028 memory: 2855 loss: 1.4029 2022/12/07 14:13:20 - mmengine - INFO - Epoch(train) [82][ 200/5005] lr: 2.3831e-02 eta: 12:39:11 time: 0.2538 data_time: 0.0031 memory: 2855 loss: 1.3209 2022/12/07 14:13:45 - mmengine - INFO - Epoch(train) [82][ 300/5005] lr: 2.3808e-02 eta: 12:38:49 time: 0.2509 data_time: 0.0023 memory: 2855 loss: 1.3136 2022/12/07 14:14:10 - mmengine - INFO - Epoch(train) [82][ 400/5005] lr: 2.3786e-02 eta: 12:38:26 time: 0.2536 data_time: 0.0028 memory: 2855 loss: 1.6215 2022/12/07 14:14:35 - mmengine - INFO - Epoch(train) [82][ 500/5005] lr: 2.3764e-02 eta: 12:38:03 time: 0.2508 data_time: 0.0027 memory: 2855 loss: 1.4076 2022/12/07 14:14:59 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:15:00 - mmengine - INFO - Epoch(train) [82][ 600/5005] lr: 2.3742e-02 eta: 12:37:41 time: 0.2415 data_time: 0.0030 memory: 2855 loss: 1.2733 2022/12/07 14:15:25 - mmengine - INFO - Epoch(train) [82][ 700/5005] lr: 2.3719e-02 eta: 12:37:18 time: 0.2422 data_time: 0.0030 memory: 2855 loss: 1.3706 2022/12/07 14:15:50 - mmengine - INFO - Epoch(train) [82][ 800/5005] lr: 2.3697e-02 eta: 12:36:55 time: 0.2446 data_time: 0.0018 memory: 2855 loss: 1.3395 2022/12/07 14:16:14 - mmengine - INFO - Epoch(train) [82][ 900/5005] lr: 2.3675e-02 eta: 12:36:32 time: 0.1740 data_time: 0.0080 memory: 2855 loss: 1.3997 2022/12/07 14:16:38 - mmengine - INFO - Epoch(train) [82][1000/5005] lr: 2.3653e-02 eta: 12:36:09 time: 0.2509 data_time: 0.0029 memory: 2855 loss: 1.1834 2022/12/07 14:17:03 - mmengine - INFO - Epoch(train) [82][1100/5005] lr: 2.3630e-02 eta: 12:35:47 time: 0.2552 data_time: 0.0026 memory: 2855 loss: 1.4083 2022/12/07 14:17:28 - mmengine - INFO - Epoch(train) [82][1200/5005] lr: 2.3608e-02 eta: 12:35:24 time: 0.2423 data_time: 0.0023 memory: 2855 loss: 1.2736 2022/12/07 14:17:53 - mmengine - INFO - Epoch(train) [82][1300/5005] lr: 2.3586e-02 eta: 12:35:01 time: 0.2583 data_time: 0.0025 memory: 2855 loss: 1.4292 2022/12/07 14:18:19 - mmengine - INFO - Epoch(train) [82][1400/5005] lr: 2.3564e-02 eta: 12:34:39 time: 0.2531 data_time: 0.0026 memory: 2855 loss: 1.5024 2022/12/07 14:18:44 - mmengine - INFO - Epoch(train) [82][1500/5005] lr: 2.3542e-02 eta: 12:34:16 time: 0.2508 data_time: 0.0026 memory: 2855 loss: 1.4137 2022/12/07 14:19:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:19:09 - mmengine - INFO - Epoch(train) [82][1600/5005] lr: 2.3519e-02 eta: 12:33:54 time: 0.2532 data_time: 0.0023 memory: 2855 loss: 1.4127 2022/12/07 14:19:34 - mmengine - INFO - Epoch(train) [82][1700/5005] lr: 2.3497e-02 eta: 12:33:31 time: 0.2491 data_time: 0.0023 memory: 2855 loss: 1.2836 2022/12/07 14:19:59 - mmengine - INFO - Epoch(train) [82][1800/5005] lr: 2.3475e-02 eta: 12:33:08 time: 0.2491 data_time: 0.0028 memory: 2855 loss: 1.4333 2022/12/07 14:20:24 - mmengine - INFO - Epoch(train) [82][1900/5005] lr: 2.3453e-02 eta: 12:32:46 time: 0.2416 data_time: 0.0024 memory: 2855 loss: 1.5322 2022/12/07 14:20:49 - mmengine - INFO - Epoch(train) [82][2000/5005] lr: 2.3431e-02 eta: 12:32:23 time: 0.2498 data_time: 0.0029 memory: 2855 loss: 1.5407 2022/12/07 14:21:14 - mmengine - INFO - Epoch(train) [82][2100/5005] lr: 2.3409e-02 eta: 12:32:00 time: 0.2428 data_time: 0.0024 memory: 2855 loss: 1.4571 2022/12/07 14:21:39 - mmengine - INFO - Epoch(train) [82][2200/5005] lr: 2.3386e-02 eta: 12:31:38 time: 0.2439 data_time: 0.0018 memory: 2855 loss: 1.4587 2022/12/07 14:22:04 - mmengine - INFO - Epoch(train) [82][2300/5005] lr: 2.3364e-02 eta: 12:31:15 time: 0.2536 data_time: 0.0017 memory: 2855 loss: 1.4465 2022/12/07 14:22:27 - mmengine - INFO - Epoch(train) [82][2400/5005] lr: 2.3342e-02 eta: 12:30:51 time: 0.2488 data_time: 0.0031 memory: 2855 loss: 1.3656 2022/12/07 14:22:52 - mmengine - INFO - Epoch(train) [82][2500/5005] lr: 2.3320e-02 eta: 12:30:29 time: 0.2544 data_time: 0.0024 memory: 2855 loss: 1.5474 2022/12/07 14:23:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:23:17 - mmengine - INFO - Epoch(train) [82][2600/5005] lr: 2.3298e-02 eta: 12:30:06 time: 0.2502 data_time: 0.0023 memory: 2855 loss: 1.2256 2022/12/07 14:23:42 - mmengine - INFO - Epoch(train) [82][2700/5005] lr: 2.3276e-02 eta: 12:29:44 time: 0.2671 data_time: 0.0023 memory: 2855 loss: 1.3694 2022/12/07 14:24:07 - mmengine - INFO - Epoch(train) [82][2800/5005] lr: 2.3254e-02 eta: 12:29:21 time: 0.2535 data_time: 0.0024 memory: 2855 loss: 1.3435 2022/12/07 14:24:32 - mmengine - INFO - Epoch(train) [82][2900/5005] lr: 2.3232e-02 eta: 12:28:58 time: 0.2520 data_time: 0.0025 memory: 2855 loss: 1.3460 2022/12/07 14:24:57 - mmengine - INFO - Epoch(train) [82][3000/5005] lr: 2.3210e-02 eta: 12:28:36 time: 0.2487 data_time: 0.0024 memory: 2855 loss: 1.2671 2022/12/07 14:25:22 - mmengine - INFO - Epoch(train) [82][3100/5005] lr: 2.3187e-02 eta: 12:28:13 time: 0.2560 data_time: 0.0025 memory: 2855 loss: 1.4219 2022/12/07 14:25:48 - mmengine - INFO - Epoch(train) [82][3200/5005] lr: 2.3165e-02 eta: 12:27:50 time: 0.2525 data_time: 0.0027 memory: 2855 loss: 1.4614 2022/12/07 14:26:13 - mmengine - INFO - Epoch(train) [82][3300/5005] lr: 2.3143e-02 eta: 12:27:28 time: 0.2523 data_time: 0.0026 memory: 2855 loss: 1.3925 2022/12/07 14:26:38 - mmengine - INFO - Epoch(train) [82][3400/5005] lr: 2.3121e-02 eta: 12:27:05 time: 0.2490 data_time: 0.0026 memory: 2855 loss: 1.2862 2022/12/07 14:27:03 - mmengine - INFO - Epoch(train) [82][3500/5005] lr: 2.3099e-02 eta: 12:26:43 time: 0.2543 data_time: 0.0025 memory: 2855 loss: 1.3465 2022/12/07 14:27:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:27:28 - mmengine - INFO - Epoch(train) [82][3600/5005] lr: 2.3077e-02 eta: 12:26:20 time: 0.2456 data_time: 0.0022 memory: 2855 loss: 1.4218 2022/12/07 14:27:53 - mmengine - INFO - Epoch(train) [82][3700/5005] lr: 2.3055e-02 eta: 12:25:57 time: 0.2490 data_time: 0.0019 memory: 2855 loss: 1.3008 2022/12/07 14:28:15 - mmengine - INFO - Epoch(train) [82][3800/5005] lr: 2.3033e-02 eta: 12:25:33 time: 0.2711 data_time: 0.0071 memory: 2855 loss: 1.4474 2022/12/07 14:28:40 - mmengine - INFO - Epoch(train) [82][3900/5005] lr: 2.3011e-02 eta: 12:25:11 time: 0.2490 data_time: 0.0024 memory: 2855 loss: 1.3617 2022/12/07 14:29:05 - mmengine - INFO - Epoch(train) [82][4000/5005] lr: 2.2989e-02 eta: 12:24:48 time: 0.2506 data_time: 0.0025 memory: 2855 loss: 1.5435 2022/12/07 14:29:30 - mmengine - INFO - Epoch(train) [82][4100/5005] lr: 2.2967e-02 eta: 12:24:25 time: 0.2523 data_time: 0.0024 memory: 2855 loss: 1.4102 2022/12/07 14:29:55 - mmengine - INFO - Epoch(train) [82][4200/5005] lr: 2.2945e-02 eta: 12:24:03 time: 0.2429 data_time: 0.0033 memory: 2855 loss: 1.3032 2022/12/07 14:30:20 - mmengine - INFO - Epoch(train) [82][4300/5005] lr: 2.2923e-02 eta: 12:23:40 time: 0.2420 data_time: 0.0027 memory: 2855 loss: 1.5926 2022/12/07 14:30:45 - mmengine - INFO - Epoch(train) [82][4400/5005] lr: 2.2901e-02 eta: 12:23:17 time: 0.2549 data_time: 0.0028 memory: 2855 loss: 1.3124 2022/12/07 14:31:11 - mmengine - INFO - Epoch(train) [82][4500/5005] lr: 2.2879e-02 eta: 12:22:55 time: 0.2450 data_time: 0.0026 memory: 2855 loss: 1.3687 2022/12/07 14:31:34 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:31:36 - mmengine - INFO - Epoch(train) [82][4600/5005] lr: 2.2857e-02 eta: 12:22:32 time: 0.2443 data_time: 0.0027 memory: 2855 loss: 1.2233 2022/12/07 14:32:01 - mmengine - INFO - Epoch(train) [82][4700/5005] lr: 2.2835e-02 eta: 12:22:09 time: 0.2545 data_time: 0.0025 memory: 2855 loss: 1.3269 2022/12/07 14:32:26 - mmengine - INFO - Epoch(train) [82][4800/5005] lr: 2.2813e-02 eta: 12:21:47 time: 0.2518 data_time: 0.0032 memory: 2855 loss: 1.5892 2022/12/07 14:32:51 - mmengine - INFO - Epoch(train) [82][4900/5005] lr: 2.2791e-02 eta: 12:21:24 time: 0.2575 data_time: 0.0024 memory: 2855 loss: 1.3211 2022/12/07 14:33:16 - mmengine - INFO - Epoch(train) [82][5000/5005] lr: 2.2769e-02 eta: 12:21:02 time: 0.2510 data_time: 0.0035 memory: 2855 loss: 1.3522 2022/12/07 14:33:17 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:33:17 - mmengine - INFO - Saving checkpoint at 82 epochs 2022/12/07 14:33:25 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:05 time: 0.0426 data_time: 0.0003 memory: 2855 2022/12/07 14:33:38 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 70.7800 accuracy/top5: 90.0660 2022/12/07 14:34:00 - mmengine - INFO - Epoch(train) [83][ 100/5005] lr: 2.2746e-02 eta: 12:20:36 time: 0.1818 data_time: 0.0032 memory: 2855 loss: 1.4534 2022/12/07 14:34:26 - mmengine - INFO - Epoch(train) [83][ 200/5005] lr: 2.2724e-02 eta: 12:20:14 time: 0.2505 data_time: 0.0023 memory: 2855 loss: 1.4183 2022/12/07 14:34:51 - mmengine - INFO - Epoch(train) [83][ 300/5005] lr: 2.2702e-02 eta: 12:19:51 time: 0.2519 data_time: 0.0026 memory: 2855 loss: 1.3720 2022/12/07 14:35:16 - mmengine - INFO - Epoch(train) [83][ 400/5005] lr: 2.2681e-02 eta: 12:19:29 time: 0.2501 data_time: 0.0026 memory: 2855 loss: 1.3085 2022/12/07 14:35:41 - mmengine - INFO - Epoch(train) [83][ 500/5005] lr: 2.2659e-02 eta: 12:19:06 time: 0.2537 data_time: 0.0030 memory: 2855 loss: 1.3704 2022/12/07 14:36:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:36:06 - mmengine - INFO - Epoch(train) [83][ 600/5005] lr: 2.2637e-02 eta: 12:18:43 time: 0.2514 data_time: 0.0030 memory: 2855 loss: 1.4042 2022/12/07 14:36:31 - mmengine - INFO - Epoch(train) [83][ 700/5005] lr: 2.2615e-02 eta: 12:18:21 time: 0.2390 data_time: 0.0026 memory: 2855 loss: 1.2708 2022/12/07 14:36:56 - mmengine - INFO - Epoch(train) [83][ 800/5005] lr: 2.2593e-02 eta: 12:17:58 time: 0.2419 data_time: 0.0029 memory: 2855 loss: 1.3354 2022/12/07 14:37:21 - mmengine - INFO - Epoch(train) [83][ 900/5005] lr: 2.2571e-02 eta: 12:17:35 time: 0.2516 data_time: 0.0022 memory: 2855 loss: 1.3508 2022/12/07 14:37:46 - mmengine - INFO - Epoch(train) [83][1000/5005] lr: 2.2549e-02 eta: 12:17:13 time: 0.2501 data_time: 0.0025 memory: 2855 loss: 1.3102 2022/12/07 14:38:11 - mmengine - INFO - Epoch(train) [83][1100/5005] lr: 2.2527e-02 eta: 12:16:50 time: 0.2490 data_time: 0.0024 memory: 2855 loss: 1.3048 2022/12/07 14:38:36 - mmengine - INFO - Epoch(train) [83][1200/5005] lr: 2.2506e-02 eta: 12:16:27 time: 0.2483 data_time: 0.0025 memory: 2855 loss: 1.5075 2022/12/07 14:39:01 - mmengine - INFO - Epoch(train) [83][1300/5005] lr: 2.2484e-02 eta: 12:16:05 time: 0.2586 data_time: 0.0024 memory: 2855 loss: 1.4956 2022/12/07 14:39:27 - mmengine - INFO - Epoch(train) [83][1400/5005] lr: 2.2462e-02 eta: 12:15:42 time: 0.2484 data_time: 0.0019 memory: 2855 loss: 1.0973 2022/12/07 14:39:50 - mmengine - INFO - Epoch(train) [83][1500/5005] lr: 2.2440e-02 eta: 12:15:18 time: 0.1805 data_time: 0.0100 memory: 2855 loss: 1.4171 2022/12/07 14:40:12 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:40:14 - mmengine - INFO - Epoch(train) [83][1600/5005] lr: 2.2418e-02 eta: 12:14:56 time: 0.2426 data_time: 0.0025 memory: 2855 loss: 1.2173 2022/12/07 14:40:39 - mmengine - INFO - Epoch(train) [83][1700/5005] lr: 2.2396e-02 eta: 12:14:33 time: 0.2435 data_time: 0.0024 memory: 2855 loss: 1.3786 2022/12/07 14:41:04 - mmengine - INFO - Epoch(train) [83][1800/5005] lr: 2.2375e-02 eta: 12:14:10 time: 0.2413 data_time: 0.0022 memory: 2855 loss: 1.4791 2022/12/07 14:41:30 - mmengine - INFO - Epoch(train) [83][1900/5005] lr: 2.2353e-02 eta: 12:13:48 time: 0.2464 data_time: 0.0025 memory: 2855 loss: 1.2490 2022/12/07 14:41:55 - mmengine - INFO - Epoch(train) [83][2000/5005] lr: 2.2331e-02 eta: 12:13:25 time: 0.2415 data_time: 0.0026 memory: 2855 loss: 1.4072 2022/12/07 14:42:20 - mmengine - INFO - Epoch(train) [83][2100/5005] lr: 2.2309e-02 eta: 12:13:02 time: 0.2488 data_time: 0.0026 memory: 2855 loss: 1.2607 2022/12/07 14:42:45 - mmengine - INFO - Epoch(train) [83][2200/5005] lr: 2.2288e-02 eta: 12:12:40 time: 0.2618 data_time: 0.0023 memory: 2855 loss: 1.3303 2022/12/07 14:43:10 - mmengine - INFO - Epoch(train) [83][2300/5005] lr: 2.2266e-02 eta: 12:12:17 time: 0.2522 data_time: 0.0030 memory: 2855 loss: 1.4254 2022/12/07 14:43:35 - mmengine - INFO - Epoch(train) [83][2400/5005] lr: 2.2244e-02 eta: 12:11:54 time: 0.2511 data_time: 0.0029 memory: 2855 loss: 1.3990 2022/12/07 14:44:00 - mmengine - INFO - Epoch(train) [83][2500/5005] lr: 2.2222e-02 eta: 12:11:32 time: 0.2484 data_time: 0.0026 memory: 2855 loss: 1.2966 2022/12/07 14:44:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:44:25 - mmengine - INFO - Epoch(train) [83][2600/5005] lr: 2.2201e-02 eta: 12:11:09 time: 0.2511 data_time: 0.0023 memory: 2855 loss: 1.3678 2022/12/07 14:44:50 - mmengine - INFO - Epoch(train) [83][2700/5005] lr: 2.2179e-02 eta: 12:10:46 time: 0.2451 data_time: 0.0030 memory: 2855 loss: 1.2958 2022/12/07 14:45:16 - mmengine - INFO - Epoch(train) [83][2800/5005] lr: 2.2157e-02 eta: 12:10:24 time: 0.2449 data_time: 0.0020 memory: 2855 loss: 1.3370 2022/12/07 14:45:39 - mmengine - INFO - Epoch(train) [83][2900/5005] lr: 2.2135e-02 eta: 12:10:00 time: 0.1610 data_time: 0.0076 memory: 2855 loss: 1.2070 2022/12/07 14:46:02 - mmengine - INFO - Epoch(train) [83][3000/5005] lr: 2.2114e-02 eta: 12:09:37 time: 0.2434 data_time: 0.0025 memory: 2855 loss: 1.4213 2022/12/07 14:46:28 - mmengine - INFO - Epoch(train) [83][3100/5005] lr: 2.2092e-02 eta: 12:09:14 time: 0.2403 data_time: 0.0023 memory: 2855 loss: 1.5108 2022/12/07 14:46:53 - mmengine - INFO - Epoch(train) [83][3200/5005] lr: 2.2070e-02 eta: 12:08:52 time: 0.2507 data_time: 0.0027 memory: 2855 loss: 1.3902 2022/12/07 14:47:18 - mmengine - INFO - Epoch(train) [83][3300/5005] lr: 2.2049e-02 eta: 12:08:29 time: 0.2439 data_time: 0.0026 memory: 2855 loss: 1.4648 2022/12/07 14:47:43 - mmengine - INFO - Epoch(train) [83][3400/5005] lr: 2.2027e-02 eta: 12:08:06 time: 0.2475 data_time: 0.0025 memory: 2855 loss: 1.2831 2022/12/07 14:48:08 - mmengine - INFO - Epoch(train) [83][3500/5005] lr: 2.2005e-02 eta: 12:07:43 time: 0.2538 data_time: 0.0025 memory: 2855 loss: 1.1762 2022/12/07 14:48:30 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:48:33 - mmengine - INFO - Epoch(train) [83][3600/5005] lr: 2.1984e-02 eta: 12:07:21 time: 0.2476 data_time: 0.0025 memory: 2855 loss: 1.4902 2022/12/07 14:48:58 - mmengine - INFO - Epoch(train) [83][3700/5005] lr: 2.1962e-02 eta: 12:06:58 time: 0.2401 data_time: 0.0025 memory: 2855 loss: 1.2298 2022/12/07 14:49:23 - mmengine - INFO - Epoch(train) [83][3800/5005] lr: 2.1940e-02 eta: 12:06:35 time: 0.2447 data_time: 0.0025 memory: 2855 loss: 1.1354 2022/12/07 14:49:48 - mmengine - INFO - Epoch(train) [83][3900/5005] lr: 2.1919e-02 eta: 12:06:13 time: 0.2428 data_time: 0.0029 memory: 2855 loss: 1.4006 2022/12/07 14:50:13 - mmengine - INFO - Epoch(train) [83][4000/5005] lr: 2.1897e-02 eta: 12:05:50 time: 0.2414 data_time: 0.0025 memory: 2855 loss: 1.4281 2022/12/07 14:50:38 - mmengine - INFO - Epoch(train) [83][4100/5005] lr: 2.1875e-02 eta: 12:05:27 time: 0.2500 data_time: 0.0027 memory: 2855 loss: 1.4017 2022/12/07 14:51:03 - mmengine - INFO - Epoch(train) [83][4200/5005] lr: 2.1854e-02 eta: 12:05:05 time: 0.2514 data_time: 0.0018 memory: 2855 loss: 1.4643 2022/12/07 14:51:29 - mmengine - INFO - Epoch(train) [83][4300/5005] lr: 2.1832e-02 eta: 12:04:42 time: 0.2415 data_time: 0.0018 memory: 2855 loss: 1.5387 2022/12/07 14:51:51 - mmengine - INFO - Epoch(train) [83][4400/5005] lr: 2.1810e-02 eta: 12:04:18 time: 0.2511 data_time: 0.0062 memory: 2855 loss: 1.2967 2022/12/07 14:52:16 - mmengine - INFO - Epoch(train) [83][4500/5005] lr: 2.1789e-02 eta: 12:03:55 time: 0.2411 data_time: 0.0022 memory: 2855 loss: 1.3958 2022/12/07 14:52:38 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:52:41 - mmengine - INFO - Epoch(train) [83][4600/5005] lr: 2.1767e-02 eta: 12:03:32 time: 0.2510 data_time: 0.0025 memory: 2855 loss: 1.2564 2022/12/07 14:53:06 - mmengine - INFO - Epoch(train) [83][4700/5005] lr: 2.1746e-02 eta: 12:03:10 time: 0.2461 data_time: 0.0025 memory: 2855 loss: 1.4775 2022/12/07 14:53:31 - mmengine - INFO - Epoch(train) [83][4800/5005] lr: 2.1724e-02 eta: 12:02:47 time: 0.2490 data_time: 0.0029 memory: 2855 loss: 1.3560 2022/12/07 14:53:56 - mmengine - INFO - Epoch(train) [83][4900/5005] lr: 2.1703e-02 eta: 12:02:24 time: 0.2477 data_time: 0.0026 memory: 2855 loss: 1.5160 2022/12/07 14:54:21 - mmengine - INFO - Epoch(train) [83][5000/5005] lr: 2.1681e-02 eta: 12:02:02 time: 0.2538 data_time: 0.0036 memory: 2855 loss: 1.2458 2022/12/07 14:54:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:54:22 - mmengine - INFO - Saving checkpoint at 83 epochs 2022/12/07 14:54:31 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:06 time: 0.0732 data_time: 0.0336 memory: 2855 2022/12/07 14:54:48 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 71.1200 accuracy/top5: 90.3840 2022/12/07 14:55:14 - mmengine - INFO - Epoch(train) [84][ 100/5005] lr: 2.1658e-02 eta: 12:01:38 time: 0.2446 data_time: 0.0027 memory: 2855 loss: 1.2923 2022/12/07 14:55:38 - mmengine - INFO - Epoch(train) [84][ 200/5005] lr: 2.1637e-02 eta: 12:01:15 time: 0.2437 data_time: 0.0028 memory: 2855 loss: 1.2844 2022/12/07 14:56:04 - mmengine - INFO - Epoch(train) [84][ 300/5005] lr: 2.1615e-02 eta: 12:00:53 time: 0.2525 data_time: 0.0024 memory: 2855 loss: 1.2434 2022/12/07 14:56:29 - mmengine - INFO - Epoch(train) [84][ 400/5005] lr: 2.1594e-02 eta: 12:00:30 time: 0.2440 data_time: 0.0025 memory: 2855 loss: 1.1185 2022/12/07 14:56:54 - mmengine - INFO - Epoch(train) [84][ 500/5005] lr: 2.1572e-02 eta: 12:00:07 time: 0.2453 data_time: 0.0019 memory: 2855 loss: 1.4172 2022/12/07 14:57:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 14:57:19 - mmengine - INFO - Epoch(train) [84][ 600/5005] lr: 2.1551e-02 eta: 11:59:44 time: 0.2512 data_time: 0.0020 memory: 2855 loss: 1.5988 2022/12/07 14:57:42 - mmengine - INFO - Epoch(train) [84][ 700/5005] lr: 2.1529e-02 eta: 11:59:21 time: 0.2516 data_time: 0.0044 memory: 2855 loss: 1.4367 2022/12/07 14:58:07 - mmengine - INFO - Epoch(train) [84][ 800/5005] lr: 2.1508e-02 eta: 11:58:58 time: 0.2429 data_time: 0.0022 memory: 2855 loss: 1.5329 2022/12/07 14:58:32 - mmengine - INFO - Epoch(train) [84][ 900/5005] lr: 2.1486e-02 eta: 11:58:35 time: 0.2509 data_time: 0.0025 memory: 2855 loss: 1.3907 2022/12/07 14:58:57 - mmengine - INFO - Epoch(train) [84][1000/5005] lr: 2.1465e-02 eta: 11:58:13 time: 0.2526 data_time: 0.0027 memory: 2855 loss: 1.2106 2022/12/07 14:59:22 - mmengine - INFO - Epoch(train) [84][1100/5005] lr: 2.1443e-02 eta: 11:57:50 time: 0.2530 data_time: 0.0026 memory: 2855 loss: 1.4149 2022/12/07 14:59:47 - mmengine - INFO - Epoch(train) [84][1200/5005] lr: 2.1422e-02 eta: 11:57:27 time: 0.2504 data_time: 0.0027 memory: 2855 loss: 1.4740 2022/12/07 15:00:12 - mmengine - INFO - Epoch(train) [84][1300/5005] lr: 2.1400e-02 eta: 11:57:04 time: 0.2509 data_time: 0.0029 memory: 2855 loss: 1.3946 2022/12/07 15:00:38 - mmengine - INFO - Epoch(train) [84][1400/5005] lr: 2.1379e-02 eta: 11:56:42 time: 0.2508 data_time: 0.0027 memory: 2855 loss: 1.1413 2022/12/07 15:01:03 - mmengine - INFO - Epoch(train) [84][1500/5005] lr: 2.1357e-02 eta: 11:56:19 time: 0.2526 data_time: 0.0027 memory: 2855 loss: 1.0776 2022/12/07 15:01:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:01:28 - mmengine - INFO - Epoch(train) [84][1600/5005] lr: 2.1336e-02 eta: 11:55:56 time: 0.2547 data_time: 0.0028 memory: 2855 loss: 1.3615 2022/12/07 15:01:53 - mmengine - INFO - Epoch(train) [84][1700/5005] lr: 2.1315e-02 eta: 11:55:34 time: 0.2501 data_time: 0.0029 memory: 2855 loss: 1.3810 2022/12/07 15:02:18 - mmengine - INFO - Epoch(train) [84][1800/5005] lr: 2.1293e-02 eta: 11:55:11 time: 0.2555 data_time: 0.0028 memory: 2855 loss: 1.3491 2022/12/07 15:02:43 - mmengine - INFO - Epoch(train) [84][1900/5005] lr: 2.1272e-02 eta: 11:54:48 time: 0.2541 data_time: 0.0024 memory: 2855 loss: 1.3002 2022/12/07 15:03:08 - mmengine - INFO - Epoch(train) [84][2000/5005] lr: 2.1250e-02 eta: 11:54:26 time: 0.2476 data_time: 0.0018 memory: 2855 loss: 1.2733 2022/12/07 15:03:31 - mmengine - INFO - Epoch(train) [84][2100/5005] lr: 2.1229e-02 eta: 11:54:02 time: 0.2705 data_time: 0.0077 memory: 2855 loss: 1.4165 2022/12/07 15:03:56 - mmengine - INFO - Epoch(train) [84][2200/5005] lr: 2.1208e-02 eta: 11:53:39 time: 0.2516 data_time: 0.0020 memory: 2855 loss: 1.4425 2022/12/07 15:04:21 - mmengine - INFO - Epoch(train) [84][2300/5005] lr: 2.1186e-02 eta: 11:53:16 time: 0.2434 data_time: 0.0022 memory: 2855 loss: 1.3477 2022/12/07 15:04:46 - mmengine - INFO - Epoch(train) [84][2400/5005] lr: 2.1165e-02 eta: 11:52:53 time: 0.2461 data_time: 0.0025 memory: 2855 loss: 1.3437 2022/12/07 15:05:11 - mmengine - INFO - Epoch(train) [84][2500/5005] lr: 2.1143e-02 eta: 11:52:31 time: 0.2453 data_time: 0.0026 memory: 2855 loss: 1.3404 2022/12/07 15:05:32 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:05:36 - mmengine - INFO - Epoch(train) [84][2600/5005] lr: 2.1122e-02 eta: 11:52:08 time: 0.2434 data_time: 0.0026 memory: 2855 loss: 1.4951 2022/12/07 15:06:01 - mmengine - INFO - Epoch(train) [84][2700/5005] lr: 2.1101e-02 eta: 11:51:45 time: 0.2468 data_time: 0.0028 memory: 2855 loss: 1.3183 2022/12/07 15:06:26 - mmengine - INFO - Epoch(train) [84][2800/5005] lr: 2.1079e-02 eta: 11:51:23 time: 0.2630 data_time: 0.0025 memory: 2855 loss: 1.3655 2022/12/07 15:06:52 - mmengine - INFO - Epoch(train) [84][2900/5005] lr: 2.1058e-02 eta: 11:51:00 time: 0.2541 data_time: 0.0026 memory: 2855 loss: 1.4189 2022/12/07 15:07:17 - mmengine - INFO - Epoch(train) [84][3000/5005] lr: 2.1037e-02 eta: 11:50:37 time: 0.2500 data_time: 0.0031 memory: 2855 loss: 1.4409 2022/12/07 15:07:42 - mmengine - INFO - Epoch(train) [84][3100/5005] lr: 2.1015e-02 eta: 11:50:14 time: 0.2510 data_time: 0.0028 memory: 2855 loss: 1.4980 2022/12/07 15:08:07 - mmengine - INFO - Epoch(train) [84][3200/5005] lr: 2.0994e-02 eta: 11:49:52 time: 0.2535 data_time: 0.0029 memory: 2855 loss: 1.2121 2022/12/07 15:08:32 - mmengine - INFO - Epoch(train) [84][3300/5005] lr: 2.0973e-02 eta: 11:49:29 time: 0.2433 data_time: 0.0026 memory: 2855 loss: 1.5436 2022/12/07 15:08:57 - mmengine - INFO - Epoch(train) [84][3400/5005] lr: 2.0952e-02 eta: 11:49:06 time: 0.2557 data_time: 0.0019 memory: 2855 loss: 1.4986 2022/12/07 15:09:19 - mmengine - INFO - Epoch(train) [84][3500/5005] lr: 2.0930e-02 eta: 11:48:42 time: 0.2838 data_time: 0.0070 memory: 2855 loss: 1.5509 2022/12/07 15:09:41 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:09:44 - mmengine - INFO - Epoch(train) [84][3600/5005] lr: 2.0909e-02 eta: 11:48:20 time: 0.2515 data_time: 0.0024 memory: 2855 loss: 1.4250 2022/12/07 15:10:10 - mmengine - INFO - Epoch(train) [84][3700/5005] lr: 2.0888e-02 eta: 11:47:57 time: 0.2568 data_time: 0.0024 memory: 2855 loss: 1.2656 2022/12/07 15:10:35 - mmengine - INFO - Epoch(train) [84][3800/5005] lr: 2.0866e-02 eta: 11:47:34 time: 0.2520 data_time: 0.0024 memory: 2855 loss: 1.1604 2022/12/07 15:11:00 - mmengine - INFO - Epoch(train) [84][3900/5005] lr: 2.0845e-02 eta: 11:47:11 time: 0.2476 data_time: 0.0024 memory: 2855 loss: 1.2903 2022/12/07 15:11:25 - mmengine - INFO - Epoch(train) [84][4000/5005] lr: 2.0824e-02 eta: 11:46:49 time: 0.2477 data_time: 0.0026 memory: 2855 loss: 1.2145 2022/12/07 15:11:50 - mmengine - INFO - Epoch(train) [84][4100/5005] lr: 2.0803e-02 eta: 11:46:26 time: 0.2485 data_time: 0.0025 memory: 2855 loss: 1.6144 2022/12/07 15:12:15 - mmengine - INFO - Epoch(train) [84][4200/5005] lr: 2.0782e-02 eta: 11:46:03 time: 0.2510 data_time: 0.0028 memory: 2855 loss: 1.3729 2022/12/07 15:12:40 - mmengine - INFO - Epoch(train) [84][4300/5005] lr: 2.0760e-02 eta: 11:45:40 time: 0.2461 data_time: 0.0024 memory: 2855 loss: 1.5650 2022/12/07 15:13:05 - mmengine - INFO - Epoch(train) [84][4400/5005] lr: 2.0739e-02 eta: 11:45:18 time: 0.2434 data_time: 0.0028 memory: 2855 loss: 1.3408 2022/12/07 15:13:31 - mmengine - INFO - Epoch(train) [84][4500/5005] lr: 2.0718e-02 eta: 11:44:55 time: 0.2547 data_time: 0.0025 memory: 2855 loss: 1.5266 2022/12/07 15:13:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:13:56 - mmengine - INFO - Epoch(train) [84][4600/5005] lr: 2.0697e-02 eta: 11:44:32 time: 0.2468 data_time: 0.0024 memory: 2855 loss: 1.5066 2022/12/07 15:14:21 - mmengine - INFO - Epoch(train) [84][4700/5005] lr: 2.0676e-02 eta: 11:44:10 time: 0.2433 data_time: 0.0026 memory: 2855 loss: 1.3988 2022/12/07 15:14:46 - mmengine - INFO - Epoch(train) [84][4800/5005] lr: 2.0654e-02 eta: 11:43:47 time: 0.2511 data_time: 0.0019 memory: 2855 loss: 1.4211 2022/12/07 15:15:08 - mmengine - INFO - Epoch(train) [84][4900/5005] lr: 2.0633e-02 eta: 11:43:23 time: 0.1783 data_time: 0.0055 memory: 2855 loss: 1.3971 2022/12/07 15:15:34 - mmengine - INFO - Epoch(train) [84][5000/5005] lr: 2.0612e-02 eta: 11:43:00 time: 0.2510 data_time: 0.0033 memory: 2855 loss: 1.5538 2022/12/07 15:15:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:15:35 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/12/07 15:15:43 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:06 time: 0.0640 data_time: 0.0241 memory: 2855 2022/12/07 15:15:59 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 71.0620 accuracy/top5: 90.5020 2022/12/07 15:16:25 - mmengine - INFO - Epoch(train) [85][ 100/5005] lr: 2.0590e-02 eta: 11:42:37 time: 0.2435 data_time: 0.0025 memory: 2855 loss: 1.3210 2022/12/07 15:16:50 - mmengine - INFO - Epoch(train) [85][ 200/5005] lr: 2.0569e-02 eta: 11:42:14 time: 0.2449 data_time: 0.0025 memory: 2855 loss: 1.1809 2022/12/07 15:17:15 - mmengine - INFO - Epoch(train) [85][ 300/5005] lr: 2.0548e-02 eta: 11:41:51 time: 0.2434 data_time: 0.0028 memory: 2855 loss: 1.3152 2022/12/07 15:17:40 - mmengine - INFO - Epoch(train) [85][ 400/5005] lr: 2.0526e-02 eta: 11:41:28 time: 0.2449 data_time: 0.0025 memory: 2855 loss: 1.3821 2022/12/07 15:18:05 - mmengine - INFO - Epoch(train) [85][ 500/5005] lr: 2.0505e-02 eta: 11:41:06 time: 0.2525 data_time: 0.0026 memory: 2855 loss: 1.2102 2022/12/07 15:18:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:18:30 - mmengine - INFO - Epoch(train) [85][ 600/5005] lr: 2.0484e-02 eta: 11:40:43 time: 0.2507 data_time: 0.0025 memory: 2855 loss: 1.3425 2022/12/07 15:18:56 - mmengine - INFO - Epoch(train) [85][ 700/5005] lr: 2.0463e-02 eta: 11:40:20 time: 0.2446 data_time: 0.0028 memory: 2855 loss: 1.4637 2022/12/07 15:19:21 - mmengine - INFO - Epoch(train) [85][ 800/5005] lr: 2.0442e-02 eta: 11:39:57 time: 0.2525 data_time: 0.0028 memory: 2855 loss: 1.3852 2022/12/07 15:19:46 - mmengine - INFO - Epoch(train) [85][ 900/5005] lr: 2.0421e-02 eta: 11:39:35 time: 0.2496 data_time: 0.0030 memory: 2855 loss: 1.2305 2022/12/07 15:20:11 - mmengine - INFO - Epoch(train) [85][1000/5005] lr: 2.0400e-02 eta: 11:39:12 time: 0.2530 data_time: 0.0027 memory: 2855 loss: 1.3970 2022/12/07 15:20:36 - mmengine - INFO - Epoch(train) [85][1100/5005] lr: 2.0379e-02 eta: 11:38:49 time: 0.2483 data_time: 0.0019 memory: 2855 loss: 1.3176 2022/12/07 15:20:58 - mmengine - INFO - Epoch(train) [85][1200/5005] lr: 2.0358e-02 eta: 11:38:25 time: 0.1727 data_time: 0.0094 memory: 2855 loss: 1.2726 2022/12/07 15:21:23 - mmengine - INFO - Epoch(train) [85][1300/5005] lr: 2.0337e-02 eta: 11:38:02 time: 0.2498 data_time: 0.0022 memory: 2855 loss: 1.2302 2022/12/07 15:21:48 - mmengine - INFO - Epoch(train) [85][1400/5005] lr: 2.0316e-02 eta: 11:37:40 time: 0.2559 data_time: 0.0022 memory: 2855 loss: 1.3060 2022/12/07 15:22:13 - mmengine - INFO - Epoch(train) [85][1500/5005] lr: 2.0294e-02 eta: 11:37:17 time: 0.2527 data_time: 0.0028 memory: 2855 loss: 1.2071 2022/12/07 15:22:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:22:38 - mmengine - INFO - Epoch(train) [85][1600/5005] lr: 2.0273e-02 eta: 11:36:54 time: 0.2507 data_time: 0.0026 memory: 2855 loss: 1.1149 2022/12/07 15:23:03 - mmengine - INFO - Epoch(train) [85][1700/5005] lr: 2.0252e-02 eta: 11:36:31 time: 0.2479 data_time: 0.0023 memory: 2855 loss: 1.2454 2022/12/07 15:23:29 - mmengine - INFO - Epoch(train) [85][1800/5005] lr: 2.0231e-02 eta: 11:36:09 time: 0.2490 data_time: 0.0028 memory: 2855 loss: 1.4884 2022/12/07 15:23:54 - mmengine - INFO - Epoch(train) [85][1900/5005] lr: 2.0210e-02 eta: 11:35:46 time: 0.2447 data_time: 0.0026 memory: 2855 loss: 1.3688 2022/12/07 15:24:19 - mmengine - INFO - Epoch(train) [85][2000/5005] lr: 2.0189e-02 eta: 11:35:23 time: 0.2428 data_time: 0.0027 memory: 2855 loss: 1.4253 2022/12/07 15:24:44 - mmengine - INFO - Epoch(train) [85][2100/5005] lr: 2.0168e-02 eta: 11:35:00 time: 0.2429 data_time: 0.0026 memory: 2855 loss: 1.5144 2022/12/07 15:25:09 - mmengine - INFO - Epoch(train) [85][2200/5005] lr: 2.0147e-02 eta: 11:34:37 time: 0.2499 data_time: 0.0030 memory: 2855 loss: 1.2779 2022/12/07 15:25:34 - mmengine - INFO - Epoch(train) [85][2300/5005] lr: 2.0126e-02 eta: 11:34:15 time: 0.2496 data_time: 0.0028 memory: 2855 loss: 1.5146 2022/12/07 15:25:59 - mmengine - INFO - Epoch(train) [85][2400/5005] lr: 2.0105e-02 eta: 11:33:52 time: 0.2626 data_time: 0.0026 memory: 2855 loss: 1.4765 2022/12/07 15:26:24 - mmengine - INFO - Epoch(train) [85][2500/5005] lr: 2.0085e-02 eta: 11:33:29 time: 0.2443 data_time: 0.0020 memory: 2855 loss: 1.5274 2022/12/07 15:26:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:26:48 - mmengine - INFO - Epoch(train) [85][2600/5005] lr: 2.0064e-02 eta: 11:33:06 time: 0.1772 data_time: 0.0066 memory: 2855 loss: 1.4767 2022/12/07 15:27:12 - mmengine - INFO - Epoch(train) [85][2700/5005] lr: 2.0043e-02 eta: 11:32:42 time: 0.2413 data_time: 0.0027 memory: 2855 loss: 1.5026 2022/12/07 15:27:37 - mmengine - INFO - Epoch(train) [85][2800/5005] lr: 2.0022e-02 eta: 11:32:20 time: 0.2433 data_time: 0.0022 memory: 2855 loss: 1.3935 2022/12/07 15:28:02 - mmengine - INFO - Epoch(train) [85][2900/5005] lr: 2.0001e-02 eta: 11:31:57 time: 0.2523 data_time: 0.0024 memory: 2855 loss: 1.4382 2022/12/07 15:28:27 - mmengine - INFO - Epoch(train) [85][3000/5005] lr: 1.9980e-02 eta: 11:31:34 time: 0.2492 data_time: 0.0026 memory: 2855 loss: 1.3607 2022/12/07 15:28:52 - mmengine - INFO - Epoch(train) [85][3100/5005] lr: 1.9959e-02 eta: 11:31:11 time: 0.2428 data_time: 0.0026 memory: 2855 loss: 1.3205 2022/12/07 15:29:17 - mmengine - INFO - Epoch(train) [85][3200/5005] lr: 1.9938e-02 eta: 11:30:48 time: 0.2488 data_time: 0.0027 memory: 2855 loss: 1.4156 2022/12/07 15:29:42 - mmengine - INFO - Epoch(train) [85][3300/5005] lr: 1.9917e-02 eta: 11:30:26 time: 0.2517 data_time: 0.0024 memory: 2855 loss: 1.3115 2022/12/07 15:30:07 - mmengine - INFO - Epoch(train) [85][3400/5005] lr: 1.9896e-02 eta: 11:30:03 time: 0.2515 data_time: 0.0024 memory: 2855 loss: 1.1131 2022/12/07 15:30:32 - mmengine - INFO - Epoch(train) [85][3500/5005] lr: 1.9875e-02 eta: 11:29:40 time: 0.2519 data_time: 0.0024 memory: 2855 loss: 1.1666 2022/12/07 15:30:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:30:57 - mmengine - INFO - Epoch(train) [85][3600/5005] lr: 1.9854e-02 eta: 11:29:17 time: 0.2449 data_time: 0.0024 memory: 2855 loss: 1.3052 2022/12/07 15:31:23 - mmengine - INFO - Epoch(train) [85][3700/5005] lr: 1.9834e-02 eta: 11:28:55 time: 0.2498 data_time: 0.0027 memory: 2855 loss: 1.3220 2022/12/07 15:31:48 - mmengine - INFO - Epoch(train) [85][3800/5005] lr: 1.9813e-02 eta: 11:28:32 time: 0.2544 data_time: 0.0031 memory: 2855 loss: 1.0793 2022/12/07 15:32:13 - mmengine - INFO - Epoch(train) [85][3900/5005] lr: 1.9792e-02 eta: 11:28:09 time: 0.2497 data_time: 0.0019 memory: 2855 loss: 1.3860 2022/12/07 15:32:37 - mmengine - INFO - Epoch(train) [85][4000/5005] lr: 1.9771e-02 eta: 11:27:46 time: 0.1825 data_time: 0.0063 memory: 2855 loss: 1.2149 2022/12/07 15:33:00 - mmengine - INFO - Epoch(train) [85][4100/5005] lr: 1.9750e-02 eta: 11:27:22 time: 0.2533 data_time: 0.0027 memory: 2855 loss: 1.4644 2022/12/07 15:33:25 - mmengine - INFO - Epoch(train) [85][4200/5005] lr: 1.9729e-02 eta: 11:27:00 time: 0.2551 data_time: 0.0024 memory: 2855 loss: 1.4688 2022/12/07 15:33:50 - mmengine - INFO - Epoch(train) [85][4300/5005] lr: 1.9709e-02 eta: 11:26:37 time: 0.2553 data_time: 0.0025 memory: 2855 loss: 1.3155 2022/12/07 15:34:15 - mmengine - INFO - Epoch(train) [85][4400/5005] lr: 1.9688e-02 eta: 11:26:14 time: 0.2498 data_time: 0.0027 memory: 2855 loss: 1.3335 2022/12/07 15:34:40 - mmengine - INFO - Epoch(train) [85][4500/5005] lr: 1.9667e-02 eta: 11:25:51 time: 0.2510 data_time: 0.0023 memory: 2855 loss: 1.6017 2022/12/07 15:35:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:35:06 - mmengine - INFO - Epoch(train) [85][4600/5005] lr: 1.9646e-02 eta: 11:25:28 time: 0.2504 data_time: 0.0025 memory: 2855 loss: 1.4893 2022/12/07 15:35:31 - mmengine - INFO - Epoch(train) [85][4700/5005] lr: 1.9625e-02 eta: 11:25:06 time: 0.2426 data_time: 0.0025 memory: 2855 loss: 1.5011 2022/12/07 15:35:56 - mmengine - INFO - Epoch(train) [85][4800/5005] lr: 1.9605e-02 eta: 11:24:43 time: 0.2514 data_time: 0.0026 memory: 2855 loss: 1.2594 2022/12/07 15:36:21 - mmengine - INFO - Epoch(train) [85][4900/5005] lr: 1.9584e-02 eta: 11:24:20 time: 0.2521 data_time: 0.0026 memory: 2855 loss: 1.3658 2022/12/07 15:36:46 - mmengine - INFO - Epoch(train) [85][5000/5005] lr: 1.9563e-02 eta: 11:23:57 time: 0.2522 data_time: 0.0038 memory: 2855 loss: 1.2496 2022/12/07 15:36:47 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:36:47 - mmengine - INFO - Saving checkpoint at 85 epochs 2022/12/07 15:36:56 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:07 time: 0.0729 data_time: 0.0341 memory: 2855 2022/12/07 15:37:13 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 71.4820 accuracy/top5: 90.5720 2022/12/07 15:37:38 - mmengine - INFO - Epoch(train) [86][ 100/5005] lr: 1.9541e-02 eta: 11:23:33 time: 0.2458 data_time: 0.0023 memory: 2855 loss: 1.3728 2022/12/07 15:38:03 - mmengine - INFO - Epoch(train) [86][ 200/5005] lr: 1.9521e-02 eta: 11:23:10 time: 0.2450 data_time: 0.0020 memory: 2855 loss: 1.2284 2022/12/07 15:38:27 - mmengine - INFO - Epoch(train) [86][ 300/5005] lr: 1.9500e-02 eta: 11:22:47 time: 0.1723 data_time: 0.0043 memory: 2855 loss: 1.2355 2022/12/07 15:38:51 - mmengine - INFO - Epoch(train) [86][ 400/5005] lr: 1.9479e-02 eta: 11:22:24 time: 0.2518 data_time: 0.0035 memory: 2855 loss: 1.4641 2022/12/07 15:39:16 - mmengine - INFO - Epoch(train) [86][ 500/5005] lr: 1.9458e-02 eta: 11:22:01 time: 0.2490 data_time: 0.0023 memory: 2855 loss: 1.4208 2022/12/07 15:39:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:39:41 - mmengine - INFO - Epoch(train) [86][ 600/5005] lr: 1.9438e-02 eta: 11:21:38 time: 0.2514 data_time: 0.0029 memory: 2855 loss: 1.2607 2022/12/07 15:40:06 - mmengine - INFO - Epoch(train) [86][ 700/5005] lr: 1.9417e-02 eta: 11:21:15 time: 0.2511 data_time: 0.0027 memory: 2855 loss: 1.3936 2022/12/07 15:40:31 - mmengine - INFO - Epoch(train) [86][ 800/5005] lr: 1.9396e-02 eta: 11:20:53 time: 0.2534 data_time: 0.0025 memory: 2855 loss: 1.2695 2022/12/07 15:40:57 - mmengine - INFO - Epoch(train) [86][ 900/5005] lr: 1.9376e-02 eta: 11:20:30 time: 0.2545 data_time: 0.0032 memory: 2855 loss: 1.4148 2022/12/07 15:41:22 - mmengine - INFO - Epoch(train) [86][1000/5005] lr: 1.9355e-02 eta: 11:20:07 time: 0.2524 data_time: 0.0027 memory: 2855 loss: 1.2932 2022/12/07 15:41:47 - mmengine - INFO - Epoch(train) [86][1100/5005] lr: 1.9334e-02 eta: 11:19:44 time: 0.2519 data_time: 0.0027 memory: 2855 loss: 1.2030 2022/12/07 15:42:12 - mmengine - INFO - Epoch(train) [86][1200/5005] lr: 1.9314e-02 eta: 11:19:21 time: 0.2509 data_time: 0.0029 memory: 2855 loss: 1.1982 2022/12/07 15:42:37 - mmengine - INFO - Epoch(train) [86][1300/5005] lr: 1.9293e-02 eta: 11:18:59 time: 0.2552 data_time: 0.0029 memory: 2855 loss: 1.1033 2022/12/07 15:43:02 - mmengine - INFO - Epoch(train) [86][1400/5005] lr: 1.9272e-02 eta: 11:18:36 time: 0.2554 data_time: 0.0024 memory: 2855 loss: 1.4348 2022/12/07 15:43:27 - mmengine - INFO - Epoch(train) [86][1500/5005] lr: 1.9252e-02 eta: 11:18:13 time: 0.2546 data_time: 0.0027 memory: 2855 loss: 1.3176 2022/12/07 15:43:46 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:43:52 - mmengine - INFO - Epoch(train) [86][1600/5005] lr: 1.9231e-02 eta: 11:17:50 time: 0.2513 data_time: 0.0021 memory: 2855 loss: 1.2708 2022/12/07 15:44:17 - mmengine - INFO - Epoch(train) [86][1700/5005] lr: 1.9211e-02 eta: 11:17:27 time: 0.2509 data_time: 0.0019 memory: 2855 loss: 1.5169 2022/12/07 15:44:40 - mmengine - INFO - Epoch(train) [86][1800/5005] lr: 1.9190e-02 eta: 11:17:04 time: 0.2527 data_time: 0.0023 memory: 2855 loss: 1.2382 2022/12/07 15:45:05 - mmengine - INFO - Epoch(train) [86][1900/5005] lr: 1.9169e-02 eta: 11:16:41 time: 0.2464 data_time: 0.0023 memory: 2855 loss: 1.2692 2022/12/07 15:45:30 - mmengine - INFO - Epoch(train) [86][2000/5005] lr: 1.9149e-02 eta: 11:16:18 time: 0.2522 data_time: 0.0022 memory: 2855 loss: 1.3948 2022/12/07 15:45:55 - mmengine - INFO - Epoch(train) [86][2100/5005] lr: 1.9128e-02 eta: 11:15:55 time: 0.2482 data_time: 0.0028 memory: 2855 loss: 1.4459 2022/12/07 15:46:21 - mmengine - INFO - Epoch(train) [86][2200/5005] lr: 1.9108e-02 eta: 11:15:32 time: 0.2452 data_time: 0.0027 memory: 2855 loss: 1.1205 2022/12/07 15:46:46 - mmengine - INFO - Epoch(train) [86][2300/5005] lr: 1.9087e-02 eta: 11:15:10 time: 0.2516 data_time: 0.0026 memory: 2855 loss: 1.2571 2022/12/07 15:47:11 - mmengine - INFO - Epoch(train) [86][2400/5005] lr: 1.9067e-02 eta: 11:14:47 time: 0.2469 data_time: 0.0025 memory: 2855 loss: 1.1878 2022/12/07 15:47:36 - mmengine - INFO - Epoch(train) [86][2500/5005] lr: 1.9046e-02 eta: 11:14:24 time: 0.2569 data_time: 0.0029 memory: 2855 loss: 1.5266 2022/12/07 15:47:55 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:48:01 - mmengine - INFO - Epoch(train) [86][2600/5005] lr: 1.9025e-02 eta: 11:14:01 time: 0.2497 data_time: 0.0029 memory: 2855 loss: 1.3936 2022/12/07 15:48:26 - mmengine - INFO - Epoch(train) [86][2700/5005] lr: 1.9005e-02 eta: 11:13:38 time: 0.2482 data_time: 0.0025 memory: 2855 loss: 1.4256 2022/12/07 15:48:51 - mmengine - INFO - Epoch(train) [86][2800/5005] lr: 1.8984e-02 eta: 11:13:15 time: 0.2524 data_time: 0.0025 memory: 2855 loss: 1.3442 2022/12/07 15:49:16 - mmengine - INFO - Epoch(train) [86][2900/5005] lr: 1.8964e-02 eta: 11:12:53 time: 0.2530 data_time: 0.0024 memory: 2855 loss: 1.2023 2022/12/07 15:49:41 - mmengine - INFO - Epoch(train) [86][3000/5005] lr: 1.8943e-02 eta: 11:12:30 time: 0.2519 data_time: 0.0021 memory: 2855 loss: 1.3643 2022/12/07 15:50:06 - mmengine - INFO - Epoch(train) [86][3100/5005] lr: 1.8923e-02 eta: 11:12:07 time: 0.2522 data_time: 0.0019 memory: 2855 loss: 1.3910 2022/12/07 15:50:29 - mmengine - INFO - Epoch(train) [86][3200/5005] lr: 1.8902e-02 eta: 11:11:43 time: 0.2747 data_time: 0.0064 memory: 2855 loss: 1.4781 2022/12/07 15:50:54 - mmengine - INFO - Epoch(train) [86][3300/5005] lr: 1.8882e-02 eta: 11:11:20 time: 0.2503 data_time: 0.0023 memory: 2855 loss: 1.3499 2022/12/07 15:51:19 - mmengine - INFO - Epoch(train) [86][3400/5005] lr: 1.8862e-02 eta: 11:10:57 time: 0.2500 data_time: 0.0024 memory: 2855 loss: 1.4171 2022/12/07 15:51:44 - mmengine - INFO - Epoch(train) [86][3500/5005] lr: 1.8841e-02 eta: 11:10:35 time: 0.2504 data_time: 0.0031 memory: 2855 loss: 1.3397 2022/12/07 15:52:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:52:09 - mmengine - INFO - Epoch(train) [86][3600/5005] lr: 1.8821e-02 eta: 11:10:12 time: 0.2499 data_time: 0.0025 memory: 2855 loss: 1.2912 2022/12/07 15:52:34 - mmengine - INFO - Epoch(train) [86][3700/5005] lr: 1.8800e-02 eta: 11:09:49 time: 0.2502 data_time: 0.0024 memory: 2855 loss: 1.3656 2022/12/07 15:53:00 - mmengine - INFO - Epoch(train) [86][3800/5005] lr: 1.8780e-02 eta: 11:09:26 time: 0.2605 data_time: 0.0028 memory: 2855 loss: 1.4533 2022/12/07 15:53:25 - mmengine - INFO - Epoch(train) [86][3900/5005] lr: 1.8759e-02 eta: 11:09:03 time: 0.2518 data_time: 0.0025 memory: 2855 loss: 1.4590 2022/12/07 15:53:50 - mmengine - INFO - Epoch(train) [86][4000/5005] lr: 1.8739e-02 eta: 11:08:40 time: 0.2439 data_time: 0.0028 memory: 2855 loss: 1.3354 2022/12/07 15:54:15 - mmengine - INFO - Epoch(train) [86][4100/5005] lr: 1.8718e-02 eta: 11:08:18 time: 0.2516 data_time: 0.0027 memory: 2855 loss: 1.3731 2022/12/07 15:54:40 - mmengine - INFO - Epoch(train) [86][4200/5005] lr: 1.8698e-02 eta: 11:07:55 time: 0.2506 data_time: 0.0029 memory: 2855 loss: 1.2918 2022/12/07 15:55:05 - mmengine - INFO - Epoch(train) [86][4300/5005] lr: 1.8678e-02 eta: 11:07:32 time: 0.2497 data_time: 0.0024 memory: 2855 loss: 1.2910 2022/12/07 15:55:30 - mmengine - INFO - Epoch(train) [86][4400/5005] lr: 1.8657e-02 eta: 11:07:09 time: 0.2530 data_time: 0.0028 memory: 2855 loss: 1.4452 2022/12/07 15:55:55 - mmengine - INFO - Epoch(train) [86][4500/5005] lr: 1.8637e-02 eta: 11:06:46 time: 0.2536 data_time: 0.0020 memory: 2855 loss: 1.3985 2022/12/07 15:56:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:56:17 - mmengine - INFO - Epoch(train) [86][4600/5005] lr: 1.8617e-02 eta: 11:06:22 time: 0.2872 data_time: 0.0066 memory: 2855 loss: 1.3368 2022/12/07 15:56:43 - mmengine - INFO - Epoch(train) [86][4700/5005] lr: 1.8596e-02 eta: 11:06:00 time: 0.2524 data_time: 0.0026 memory: 2855 loss: 1.2513 2022/12/07 15:57:08 - mmengine - INFO - Epoch(train) [86][4800/5005] lr: 1.8576e-02 eta: 11:05:37 time: 0.2545 data_time: 0.0026 memory: 2855 loss: 1.1436 2022/12/07 15:57:33 - mmengine - INFO - Epoch(train) [86][4900/5005] lr: 1.8556e-02 eta: 11:05:14 time: 0.2506 data_time: 0.0024 memory: 2855 loss: 1.3194 2022/12/07 15:57:58 - mmengine - INFO - Epoch(train) [86][5000/5005] lr: 1.8535e-02 eta: 11:04:51 time: 0.2453 data_time: 0.0043 memory: 2855 loss: 1.2643 2022/12/07 15:57:59 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 15:57:59 - mmengine - INFO - Saving checkpoint at 86 epochs 2022/12/07 15:58:08 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:06 time: 0.0736 data_time: 0.0331 memory: 2855 2022/12/07 15:58:25 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 72.1500 accuracy/top5: 90.9400 2022/12/07 15:58:50 - mmengine - INFO - Epoch(train) [87][ 100/5005] lr: 1.8514e-02 eta: 11:04:27 time: 0.2476 data_time: 0.0026 memory: 2855 loss: 1.2626 2022/12/07 15:59:15 - mmengine - INFO - Epoch(train) [87][ 200/5005] lr: 1.8494e-02 eta: 11:04:04 time: 0.2518 data_time: 0.0024 memory: 2855 loss: 1.2471 2022/12/07 15:59:40 - mmengine - INFO - Epoch(train) [87][ 300/5005] lr: 1.8473e-02 eta: 11:03:41 time: 0.2495 data_time: 0.0025 memory: 2855 loss: 1.4895 2022/12/07 16:00:05 - mmengine - INFO - Epoch(train) [87][ 400/5005] lr: 1.8453e-02 eta: 11:03:19 time: 0.2508 data_time: 0.0027 memory: 2855 loss: 1.2908 2022/12/07 16:00:31 - mmengine - INFO - Epoch(train) [87][ 500/5005] lr: 1.8433e-02 eta: 11:02:56 time: 0.2672 data_time: 0.0027 memory: 2855 loss: 1.3452 2022/12/07 16:00:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:00:56 - mmengine - INFO - Epoch(train) [87][ 600/5005] lr: 1.8412e-02 eta: 11:02:33 time: 0.2506 data_time: 0.0026 memory: 2855 loss: 1.3968 2022/12/07 16:01:21 - mmengine - INFO - Epoch(train) [87][ 700/5005] lr: 1.8392e-02 eta: 11:02:10 time: 0.2534 data_time: 0.0023 memory: 2855 loss: 1.3383 2022/12/07 16:01:46 - mmengine - INFO - Epoch(train) [87][ 800/5005] lr: 1.8372e-02 eta: 11:01:47 time: 0.2467 data_time: 0.0019 memory: 2855 loss: 1.2236 2022/12/07 16:02:09 - mmengine - INFO - Epoch(train) [87][ 900/5005] lr: 1.8352e-02 eta: 11:01:23 time: 0.2728 data_time: 0.0084 memory: 2855 loss: 1.2540 2022/12/07 16:02:34 - mmengine - INFO - Epoch(train) [87][1000/5005] lr: 1.8331e-02 eta: 11:01:01 time: 0.2431 data_time: 0.0023 memory: 2855 loss: 1.2726 2022/12/07 16:02:59 - mmengine - INFO - Epoch(train) [87][1100/5005] lr: 1.8311e-02 eta: 11:00:38 time: 0.2496 data_time: 0.0026 memory: 2855 loss: 1.2934 2022/12/07 16:03:24 - mmengine - INFO - Epoch(train) [87][1200/5005] lr: 1.8291e-02 eta: 11:00:15 time: 0.2503 data_time: 0.0026 memory: 2855 loss: 1.2069 2022/12/07 16:03:49 - mmengine - INFO - Epoch(train) [87][1300/5005] lr: 1.8271e-02 eta: 10:59:52 time: 0.2518 data_time: 0.0031 memory: 2855 loss: 1.1311 2022/12/07 16:04:14 - mmengine - INFO - Epoch(train) [87][1400/5005] lr: 1.8250e-02 eta: 10:59:29 time: 0.2504 data_time: 0.0027 memory: 2855 loss: 1.1966 2022/12/07 16:04:39 - mmengine - INFO - Epoch(train) [87][1500/5005] lr: 1.8230e-02 eta: 10:59:06 time: 0.2511 data_time: 0.0028 memory: 2855 loss: 1.1478 2022/12/07 16:04:57 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:05:04 - mmengine - INFO - Epoch(train) [87][1600/5005] lr: 1.8210e-02 eta: 10:58:43 time: 0.2555 data_time: 0.0025 memory: 2855 loss: 1.3724 2022/12/07 16:05:29 - mmengine - INFO - Epoch(train) [87][1700/5005] lr: 1.8190e-02 eta: 10:58:21 time: 0.2510 data_time: 0.0028 memory: 2855 loss: 1.3215 2022/12/07 16:05:54 - mmengine - INFO - Epoch(train) [87][1800/5005] lr: 1.8170e-02 eta: 10:57:58 time: 0.2505 data_time: 0.0027 memory: 2855 loss: 1.2237 2022/12/07 16:06:20 - mmengine - INFO - Epoch(train) [87][1900/5005] lr: 1.8150e-02 eta: 10:57:35 time: 0.2519 data_time: 0.0028 memory: 2855 loss: 1.2148 2022/12/07 16:06:45 - mmengine - INFO - Epoch(train) [87][2000/5005] lr: 1.8129e-02 eta: 10:57:12 time: 0.2514 data_time: 0.0031 memory: 2855 loss: 1.3628 2022/12/07 16:07:10 - mmengine - INFO - Epoch(train) [87][2100/5005] lr: 1.8109e-02 eta: 10:56:49 time: 0.2482 data_time: 0.0025 memory: 2855 loss: 1.3801 2022/12/07 16:07:35 - mmengine - INFO - Epoch(train) [87][2200/5005] lr: 1.8089e-02 eta: 10:56:26 time: 0.2424 data_time: 0.0020 memory: 2855 loss: 1.3059 2022/12/07 16:07:57 - mmengine - INFO - Epoch(train) [87][2300/5005] lr: 1.8069e-02 eta: 10:56:02 time: 0.2868 data_time: 0.0051 memory: 2855 loss: 1.2358 2022/12/07 16:08:23 - mmengine - INFO - Epoch(train) [87][2400/5005] lr: 1.8049e-02 eta: 10:55:40 time: 0.2538 data_time: 0.0022 memory: 2855 loss: 1.3662 2022/12/07 16:08:48 - mmengine - INFO - Epoch(train) [87][2500/5005] lr: 1.8029e-02 eta: 10:55:17 time: 0.2503 data_time: 0.0022 memory: 2855 loss: 1.5093 2022/12/07 16:09:05 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:09:13 - mmengine - INFO - Epoch(train) [87][2600/5005] lr: 1.8009e-02 eta: 10:54:54 time: 0.2501 data_time: 0.0023 memory: 2855 loss: 1.2647 2022/12/07 16:09:38 - mmengine - INFO - Epoch(train) [87][2700/5005] lr: 1.7989e-02 eta: 10:54:31 time: 0.2550 data_time: 0.0023 memory: 2855 loss: 1.3993 2022/12/07 16:10:03 - mmengine - INFO - Epoch(train) [87][2800/5005] lr: 1.7968e-02 eta: 10:54:08 time: 0.2498 data_time: 0.0025 memory: 2855 loss: 1.4118 2022/12/07 16:10:28 - mmengine - INFO - Epoch(train) [87][2900/5005] lr: 1.7948e-02 eta: 10:53:45 time: 0.2416 data_time: 0.0024 memory: 2855 loss: 1.3932 2022/12/07 16:10:53 - mmengine - INFO - Epoch(train) [87][3000/5005] lr: 1.7928e-02 eta: 10:53:22 time: 0.2511 data_time: 0.0025 memory: 2855 loss: 1.5338 2022/12/07 16:11:18 - mmengine - INFO - Epoch(train) [87][3100/5005] lr: 1.7908e-02 eta: 10:53:00 time: 0.2504 data_time: 0.0025 memory: 2855 loss: 1.3751 2022/12/07 16:11:43 - mmengine - INFO - Epoch(train) [87][3200/5005] lr: 1.7888e-02 eta: 10:52:37 time: 0.2540 data_time: 0.0026 memory: 2855 loss: 1.4153 2022/12/07 16:12:08 - mmengine - INFO - Epoch(train) [87][3300/5005] lr: 1.7868e-02 eta: 10:52:14 time: 0.2534 data_time: 0.0026 memory: 2855 loss: 1.4901 2022/12/07 16:12:34 - mmengine - INFO - Epoch(train) [87][3400/5005] lr: 1.7848e-02 eta: 10:51:51 time: 0.2538 data_time: 0.0028 memory: 2855 loss: 1.1420 2022/12/07 16:12:59 - mmengine - INFO - Epoch(train) [87][3500/5005] lr: 1.7828e-02 eta: 10:51:28 time: 0.2577 data_time: 0.0028 memory: 2855 loss: 1.0938 2022/12/07 16:13:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:13:24 - mmengine - INFO - Epoch(train) [87][3600/5005] lr: 1.7808e-02 eta: 10:51:05 time: 0.2522 data_time: 0.0019 memory: 2855 loss: 1.4225 2022/12/07 16:13:46 - mmengine - INFO - Epoch(train) [87][3700/5005] lr: 1.7788e-02 eta: 10:50:41 time: 0.1763 data_time: 0.0071 memory: 2855 loss: 1.1496 2022/12/07 16:14:12 - mmengine - INFO - Epoch(train) [87][3800/5005] lr: 1.7768e-02 eta: 10:50:19 time: 0.2443 data_time: 0.0022 memory: 2855 loss: 1.2186 2022/12/07 16:14:37 - mmengine - INFO - Epoch(train) [87][3900/5005] lr: 1.7748e-02 eta: 10:49:56 time: 0.2417 data_time: 0.0025 memory: 2855 loss: 1.3265 2022/12/07 16:15:02 - mmengine - INFO - Epoch(train) [87][4000/5005] lr: 1.7728e-02 eta: 10:49:33 time: 0.2519 data_time: 0.0026 memory: 2855 loss: 1.2492 2022/12/07 16:15:27 - mmengine - INFO - Epoch(train) [87][4100/5005] lr: 1.7708e-02 eta: 10:49:10 time: 0.2448 data_time: 0.0032 memory: 2855 loss: 1.4666 2022/12/07 16:15:52 - mmengine - INFO - Epoch(train) [87][4200/5005] lr: 1.7688e-02 eta: 10:48:47 time: 0.2502 data_time: 0.0029 memory: 2855 loss: 1.5695 2022/12/07 16:16:17 - mmengine - INFO - Epoch(train) [87][4300/5005] lr: 1.7668e-02 eta: 10:48:24 time: 0.2508 data_time: 0.0026 memory: 2855 loss: 1.2529 2022/12/07 16:16:42 - mmengine - INFO - Epoch(train) [87][4400/5005] lr: 1.7648e-02 eta: 10:48:01 time: 0.2599 data_time: 0.0026 memory: 2855 loss: 1.1020 2022/12/07 16:17:07 - mmengine - INFO - Epoch(train) [87][4500/5005] lr: 1.7628e-02 eta: 10:47:38 time: 0.2545 data_time: 0.0033 memory: 2855 loss: 1.4684 2022/12/07 16:17:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:17:32 - mmengine - INFO - Epoch(train) [87][4600/5005] lr: 1.7608e-02 eta: 10:47:15 time: 0.2536 data_time: 0.0031 memory: 2855 loss: 1.1826 2022/12/07 16:17:58 - mmengine - INFO - Epoch(train) [87][4700/5005] lr: 1.7588e-02 eta: 10:46:53 time: 0.2506 data_time: 0.0028 memory: 2855 loss: 1.1912 2022/12/07 16:18:23 - mmengine - INFO - Epoch(train) [87][4800/5005] lr: 1.7569e-02 eta: 10:46:30 time: 0.2520 data_time: 0.0029 memory: 2855 loss: 1.3048 2022/12/07 16:18:48 - mmengine - INFO - Epoch(train) [87][4900/5005] lr: 1.7549e-02 eta: 10:46:07 time: 0.2519 data_time: 0.0029 memory: 2855 loss: 1.2283 2022/12/07 16:19:13 - mmengine - INFO - Epoch(train) [87][5000/5005] lr: 1.7529e-02 eta: 10:45:44 time: 0.2494 data_time: 0.0029 memory: 2855 loss: 1.3204 2022/12/07 16:19:14 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:19:14 - mmengine - INFO - Saving checkpoint at 87 epochs 2022/12/07 16:19:20 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:04 time: 0.0412 data_time: 0.0003 memory: 2855 2022/12/07 16:19:36 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 72.2040 accuracy/top5: 90.9420 2022/12/07 16:20:03 - mmengine - INFO - Epoch(train) [88][ 100/5005] lr: 1.7508e-02 eta: 10:45:20 time: 0.2530 data_time: 0.0023 memory: 2855 loss: 1.2548 2022/12/07 16:20:28 - mmengine - INFO - Epoch(train) [88][ 200/5005] lr: 1.7488e-02 eta: 10:44:58 time: 0.2451 data_time: 0.0023 memory: 2855 loss: 1.3337 2022/12/07 16:20:53 - mmengine - INFO - Epoch(train) [88][ 300/5005] lr: 1.7468e-02 eta: 10:44:35 time: 0.2466 data_time: 0.0025 memory: 2855 loss: 1.3088 2022/12/07 16:21:18 - mmengine - INFO - Epoch(train) [88][ 400/5005] lr: 1.7448e-02 eta: 10:44:12 time: 0.2408 data_time: 0.0028 memory: 2855 loss: 1.2731 2022/12/07 16:21:43 - mmengine - INFO - Epoch(train) [88][ 500/5005] lr: 1.7428e-02 eta: 10:43:49 time: 0.2497 data_time: 0.0027 memory: 2855 loss: 1.2693 2022/12/07 16:22:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:22:09 - mmengine - INFO - Epoch(train) [88][ 600/5005] lr: 1.7409e-02 eta: 10:43:26 time: 0.2517 data_time: 0.0028 memory: 2855 loss: 1.3493 2022/12/07 16:22:34 - mmengine - INFO - Epoch(train) [88][ 700/5005] lr: 1.7389e-02 eta: 10:43:03 time: 0.2493 data_time: 0.0029 memory: 2855 loss: 1.3420 2022/12/07 16:22:59 - mmengine - INFO - Epoch(train) [88][ 800/5005] lr: 1.7369e-02 eta: 10:42:40 time: 0.2424 data_time: 0.0029 memory: 2855 loss: 1.2903 2022/12/07 16:23:24 - mmengine - INFO - Epoch(train) [88][ 900/5005] lr: 1.7349e-02 eta: 10:42:17 time: 0.2452 data_time: 0.0026 memory: 2855 loss: 1.3303 2022/12/07 16:23:49 - mmengine - INFO - Epoch(train) [88][1000/5005] lr: 1.7329e-02 eta: 10:41:54 time: 0.2465 data_time: 0.0027 memory: 2855 loss: 1.3779 2022/12/07 16:24:14 - mmengine - INFO - Epoch(train) [88][1100/5005] lr: 1.7310e-02 eta: 10:41:32 time: 0.2484 data_time: 0.0029 memory: 2855 loss: 1.2538 2022/12/07 16:24:39 - mmengine - INFO - Epoch(train) [88][1200/5005] lr: 1.7290e-02 eta: 10:41:09 time: 0.2532 data_time: 0.0029 memory: 2855 loss: 1.2147 2022/12/07 16:25:04 - mmengine - INFO - Epoch(train) [88][1300/5005] lr: 1.7270e-02 eta: 10:40:46 time: 0.2458 data_time: 0.0019 memory: 2855 loss: 1.3151 2022/12/07 16:25:27 - mmengine - INFO - Epoch(train) [88][1400/5005] lr: 1.7250e-02 eta: 10:40:22 time: 0.1939 data_time: 0.0078 memory: 2855 loss: 1.2951 2022/12/07 16:25:52 - mmengine - INFO - Epoch(train) [88][1500/5005] lr: 1.7230e-02 eta: 10:39:59 time: 0.2515 data_time: 0.0021 memory: 2855 loss: 1.3326 2022/12/07 16:26:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:26:18 - mmengine - INFO - Epoch(train) [88][1600/5005] lr: 1.7211e-02 eta: 10:39:36 time: 0.2512 data_time: 0.0024 memory: 2855 loss: 1.2317 2022/12/07 16:26:43 - mmengine - INFO - Epoch(train) [88][1700/5005] lr: 1.7191e-02 eta: 10:39:13 time: 0.2463 data_time: 0.0023 memory: 2855 loss: 1.5998 2022/12/07 16:27:08 - mmengine - INFO - Epoch(train) [88][1800/5005] lr: 1.7171e-02 eta: 10:38:50 time: 0.2466 data_time: 0.0027 memory: 2855 loss: 1.2849 2022/12/07 16:27:33 - mmengine - INFO - Epoch(train) [88][1900/5005] lr: 1.7152e-02 eta: 10:38:27 time: 0.2503 data_time: 0.0024 memory: 2855 loss: 1.2585 2022/12/07 16:27:58 - mmengine - INFO - Epoch(train) [88][2000/5005] lr: 1.7132e-02 eta: 10:38:05 time: 0.2449 data_time: 0.0034 memory: 2855 loss: 1.4351 2022/12/07 16:28:23 - mmengine - INFO - Epoch(train) [88][2100/5005] lr: 1.7112e-02 eta: 10:37:42 time: 0.2426 data_time: 0.0025 memory: 2855 loss: 1.2967 2022/12/07 16:28:48 - mmengine - INFO - Epoch(train) [88][2200/5005] lr: 1.7092e-02 eta: 10:37:19 time: 0.2497 data_time: 0.0028 memory: 2855 loss: 1.0393 2022/12/07 16:29:13 - mmengine - INFO - Epoch(train) [88][2300/5005] lr: 1.7073e-02 eta: 10:36:56 time: 0.2441 data_time: 0.0025 memory: 2855 loss: 1.4076 2022/12/07 16:29:38 - mmengine - INFO - Epoch(train) [88][2400/5005] lr: 1.7053e-02 eta: 10:36:33 time: 0.2560 data_time: 0.0028 memory: 2855 loss: 1.2235 2022/12/07 16:30:04 - mmengine - INFO - Epoch(train) [88][2500/5005] lr: 1.7033e-02 eta: 10:36:10 time: 0.2548 data_time: 0.0026 memory: 2855 loss: 1.3041 2022/12/07 16:30:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:30:29 - mmengine - INFO - Epoch(train) [88][2600/5005] lr: 1.7014e-02 eta: 10:35:47 time: 0.2515 data_time: 0.0024 memory: 2855 loss: 1.3000 2022/12/07 16:30:54 - mmengine - INFO - Epoch(train) [88][2700/5005] lr: 1.6994e-02 eta: 10:35:24 time: 0.2533 data_time: 0.0020 memory: 2855 loss: 1.1509 2022/12/07 16:31:17 - mmengine - INFO - Epoch(train) [88][2800/5005] lr: 1.6974e-02 eta: 10:35:01 time: 0.1706 data_time: 0.0067 memory: 2855 loss: 1.1905 2022/12/07 16:31:41 - mmengine - INFO - Epoch(train) [88][2900/5005] lr: 1.6955e-02 eta: 10:34:37 time: 0.2406 data_time: 0.0023 memory: 2855 loss: 1.3482 2022/12/07 16:32:06 - mmengine - INFO - Epoch(train) [88][3000/5005] lr: 1.6935e-02 eta: 10:34:15 time: 0.2438 data_time: 0.0026 memory: 2855 loss: 1.1823 2022/12/07 16:32:31 - mmengine - INFO - Epoch(train) [88][3100/5005] lr: 1.6916e-02 eta: 10:33:52 time: 0.2440 data_time: 0.0024 memory: 2855 loss: 1.1949 2022/12/07 16:32:56 - mmengine - INFO - Epoch(train) [88][3200/5005] lr: 1.6896e-02 eta: 10:33:29 time: 0.2382 data_time: 0.0027 memory: 2855 loss: 1.1962 2022/12/07 16:33:22 - mmengine - INFO - Epoch(train) [88][3300/5005] lr: 1.6876e-02 eta: 10:33:06 time: 0.2478 data_time: 0.0027 memory: 2855 loss: 1.4092 2022/12/07 16:33:47 - mmengine - INFO - Epoch(train) [88][3400/5005] lr: 1.6857e-02 eta: 10:32:43 time: 0.2410 data_time: 0.0028 memory: 2855 loss: 1.4584 2022/12/07 16:34:12 - mmengine - INFO - Epoch(train) [88][3500/5005] lr: 1.6837e-02 eta: 10:32:20 time: 0.2517 data_time: 0.0026 memory: 2855 loss: 1.2691 2022/12/07 16:34:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:34:37 - mmengine - INFO - Epoch(train) [88][3600/5005] lr: 1.6818e-02 eta: 10:31:57 time: 0.2519 data_time: 0.0027 memory: 2855 loss: 1.1918 2022/12/07 16:35:02 - mmengine - INFO - Epoch(train) [88][3700/5005] lr: 1.6798e-02 eta: 10:31:34 time: 0.2517 data_time: 0.0024 memory: 2855 loss: 1.3524 2022/12/07 16:35:27 - mmengine - INFO - Epoch(train) [88][3800/5005] lr: 1.6779e-02 eta: 10:31:11 time: 0.2513 data_time: 0.0029 memory: 2855 loss: 1.2817 2022/12/07 16:35:52 - mmengine - INFO - Epoch(train) [88][3900/5005] lr: 1.6759e-02 eta: 10:30:48 time: 0.2409 data_time: 0.0024 memory: 2855 loss: 1.3232 2022/12/07 16:36:17 - mmengine - INFO - Epoch(train) [88][4000/5005] lr: 1.6739e-02 eta: 10:30:25 time: 0.2415 data_time: 0.0026 memory: 2855 loss: 1.2676 2022/12/07 16:36:43 - mmengine - INFO - Epoch(train) [88][4100/5005] lr: 1.6720e-02 eta: 10:30:02 time: 0.2461 data_time: 0.0021 memory: 2855 loss: 1.4087 2022/12/07 16:37:08 - mmengine - INFO - Epoch(train) [88][4200/5005] lr: 1.6700e-02 eta: 10:29:40 time: 0.2495 data_time: 0.0018 memory: 2855 loss: 1.3309 2022/12/07 16:37:30 - mmengine - INFO - Epoch(train) [88][4300/5005] lr: 1.6681e-02 eta: 10:29:16 time: 0.2426 data_time: 0.0025 memory: 2855 loss: 1.4075 2022/12/07 16:37:55 - mmengine - INFO - Epoch(train) [88][4400/5005] lr: 1.6661e-02 eta: 10:28:53 time: 0.2545 data_time: 0.0022 memory: 2855 loss: 1.4510 2022/12/07 16:38:21 - mmengine - INFO - Epoch(train) [88][4500/5005] lr: 1.6642e-02 eta: 10:28:30 time: 0.2549 data_time: 0.0026 memory: 2855 loss: 1.4354 2022/12/07 16:38:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:38:46 - mmengine - INFO - Epoch(train) [88][4600/5005] lr: 1.6622e-02 eta: 10:28:07 time: 0.2507 data_time: 0.0024 memory: 2855 loss: 1.2035 2022/12/07 16:39:11 - mmengine - INFO - Epoch(train) [88][4700/5005] lr: 1.6603e-02 eta: 10:27:44 time: 0.2498 data_time: 0.0027 memory: 2855 loss: 1.2155 2022/12/07 16:39:36 - mmengine - INFO - Epoch(train) [88][4800/5005] lr: 1.6584e-02 eta: 10:27:21 time: 0.2515 data_time: 0.0027 memory: 2855 loss: 1.3263 2022/12/07 16:40:01 - mmengine - INFO - Epoch(train) [88][4900/5005] lr: 1.6564e-02 eta: 10:26:58 time: 0.2539 data_time: 0.0028 memory: 2855 loss: 1.3302 2022/12/07 16:40:26 - mmengine - INFO - Epoch(train) [88][5000/5005] lr: 1.6545e-02 eta: 10:26:35 time: 0.2556 data_time: 0.0044 memory: 2855 loss: 1.0942 2022/12/07 16:40:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:40:28 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/12/07 16:40:37 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:06 time: 0.0712 data_time: 0.0307 memory: 2855 2022/12/07 16:40:53 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 72.0440 accuracy/top5: 90.8600 2022/12/07 16:41:18 - mmengine - INFO - Epoch(train) [89][ 100/5005] lr: 1.6524e-02 eta: 10:26:11 time: 0.2544 data_time: 0.0027 memory: 2855 loss: 1.1179 2022/12/07 16:41:43 - mmengine - INFO - Epoch(train) [89][ 200/5005] lr: 1.6505e-02 eta: 10:25:48 time: 0.2484 data_time: 0.0028 memory: 2855 loss: 1.2711 2022/12/07 16:42:09 - mmengine - INFO - Epoch(train) [89][ 300/5005] lr: 1.6485e-02 eta: 10:25:26 time: 0.2498 data_time: 0.0029 memory: 2855 loss: 1.2193 2022/12/07 16:42:34 - mmengine - INFO - Epoch(train) [89][ 400/5005] lr: 1.6466e-02 eta: 10:25:03 time: 0.2429 data_time: 0.0020 memory: 2855 loss: 1.2832 2022/12/07 16:42:59 - mmengine - INFO - Epoch(train) [89][ 500/5005] lr: 1.6447e-02 eta: 10:24:40 time: 0.2517 data_time: 0.0019 memory: 2855 loss: 1.1307 2022/12/07 16:43:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:43:22 - mmengine - INFO - Epoch(train) [89][ 600/5005] lr: 1.6427e-02 eta: 10:24:16 time: 0.2519 data_time: 0.0023 memory: 2855 loss: 1.2112 2022/12/07 16:43:47 - mmengine - INFO - Epoch(train) [89][ 700/5005] lr: 1.6408e-02 eta: 10:23:53 time: 0.2522 data_time: 0.0024 memory: 2855 loss: 1.1111 2022/12/07 16:44:12 - mmengine - INFO - Epoch(train) [89][ 800/5005] lr: 1.6388e-02 eta: 10:23:30 time: 0.2503 data_time: 0.0023 memory: 2855 loss: 1.1253 2022/12/07 16:44:37 - mmengine - INFO - Epoch(train) [89][ 900/5005] lr: 1.6369e-02 eta: 10:23:07 time: 0.2534 data_time: 0.0025 memory: 2855 loss: 1.2912 2022/12/07 16:45:02 - mmengine - INFO - Epoch(train) [89][1000/5005] lr: 1.6350e-02 eta: 10:22:44 time: 0.2491 data_time: 0.0026 memory: 2855 loss: 1.3563 2022/12/07 16:45:28 - mmengine - INFO - Epoch(train) [89][1100/5005] lr: 1.6330e-02 eta: 10:22:21 time: 0.2545 data_time: 0.0028 memory: 2855 loss: 1.1248 2022/12/07 16:45:53 - mmengine - INFO - Epoch(train) [89][1200/5005] lr: 1.6311e-02 eta: 10:21:58 time: 0.2505 data_time: 0.0030 memory: 2855 loss: 1.3145 2022/12/07 16:46:18 - mmengine - INFO - Epoch(train) [89][1300/5005] lr: 1.6292e-02 eta: 10:21:35 time: 0.2461 data_time: 0.0026 memory: 2855 loss: 1.1744 2022/12/07 16:46:43 - mmengine - INFO - Epoch(train) [89][1400/5005] lr: 1.6272e-02 eta: 10:21:13 time: 0.2421 data_time: 0.0030 memory: 2855 loss: 1.0633 2022/12/07 16:47:08 - mmengine - INFO - Epoch(train) [89][1500/5005] lr: 1.6253e-02 eta: 10:20:50 time: 0.2508 data_time: 0.0027 memory: 2855 loss: 1.2439 2022/12/07 16:47:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:47:33 - mmengine - INFO - Epoch(train) [89][1600/5005] lr: 1.6234e-02 eta: 10:20:27 time: 0.2533 data_time: 0.0034 memory: 2855 loss: 1.2092 2022/12/07 16:47:59 - mmengine - INFO - Epoch(train) [89][1700/5005] lr: 1.6215e-02 eta: 10:20:04 time: 0.2519 data_time: 0.0028 memory: 2855 loss: 1.2423 2022/12/07 16:48:24 - mmengine - INFO - Epoch(train) [89][1800/5005] lr: 1.6195e-02 eta: 10:19:41 time: 0.2454 data_time: 0.0023 memory: 2855 loss: 1.2762 2022/12/07 16:48:49 - mmengine - INFO - Epoch(train) [89][1900/5005] lr: 1.6176e-02 eta: 10:19:18 time: 0.2462 data_time: 0.0024 memory: 2855 loss: 1.4440 2022/12/07 16:49:11 - mmengine - INFO - Epoch(train) [89][2000/5005] lr: 1.6157e-02 eta: 10:18:54 time: 0.2719 data_time: 0.0069 memory: 2855 loss: 1.3374 2022/12/07 16:49:37 - mmengine - INFO - Epoch(train) [89][2100/5005] lr: 1.6138e-02 eta: 10:18:31 time: 0.2469 data_time: 0.0022 memory: 2855 loss: 1.2842 2022/12/07 16:50:02 - mmengine - INFO - Epoch(train) [89][2200/5005] lr: 1.6118e-02 eta: 10:18:08 time: 0.2434 data_time: 0.0026 memory: 2855 loss: 1.2468 2022/12/07 16:50:27 - mmengine - INFO - Epoch(train) [89][2300/5005] lr: 1.6099e-02 eta: 10:17:45 time: 0.2515 data_time: 0.0023 memory: 2855 loss: 1.3696 2022/12/07 16:50:52 - mmengine - INFO - Epoch(train) [89][2400/5005] lr: 1.6080e-02 eta: 10:17:22 time: 0.2534 data_time: 0.0025 memory: 2855 loss: 1.3538 2022/12/07 16:51:17 - mmengine - INFO - Epoch(train) [89][2500/5005] lr: 1.6061e-02 eta: 10:16:59 time: 0.2517 data_time: 0.0026 memory: 2855 loss: 1.1939 2022/12/07 16:51:32 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:51:42 - mmengine - INFO - Epoch(train) [89][2600/5005] lr: 1.6041e-02 eta: 10:16:36 time: 0.2530 data_time: 0.0027 memory: 2855 loss: 1.2747 2022/12/07 16:52:07 - mmengine - INFO - Epoch(train) [89][2700/5005] lr: 1.6022e-02 eta: 10:16:13 time: 0.2503 data_time: 0.0025 memory: 2855 loss: 1.2470 2022/12/07 16:52:32 - mmengine - INFO - Epoch(train) [89][2800/5005] lr: 1.6003e-02 eta: 10:15:50 time: 0.2495 data_time: 0.0028 memory: 2855 loss: 1.1174 2022/12/07 16:52:57 - mmengine - INFO - Epoch(train) [89][2900/5005] lr: 1.5984e-02 eta: 10:15:27 time: 0.2511 data_time: 0.0029 memory: 2855 loss: 1.1894 2022/12/07 16:53:22 - mmengine - INFO - Epoch(train) [89][3000/5005] lr: 1.5965e-02 eta: 10:15:04 time: 0.2518 data_time: 0.0023 memory: 2855 loss: 1.2674 2022/12/07 16:53:47 - mmengine - INFO - Epoch(train) [89][3100/5005] lr: 1.5946e-02 eta: 10:14:41 time: 0.2488 data_time: 0.0025 memory: 2855 loss: 1.1713 2022/12/07 16:54:12 - mmengine - INFO - Epoch(train) [89][3200/5005] lr: 1.5926e-02 eta: 10:14:18 time: 0.2518 data_time: 0.0022 memory: 2855 loss: 1.3944 2022/12/07 16:54:37 - mmengine - INFO - Epoch(train) [89][3300/5005] lr: 1.5907e-02 eta: 10:13:55 time: 0.2432 data_time: 0.0018 memory: 2855 loss: 1.2033 2022/12/07 16:54:59 - mmengine - INFO - Epoch(train) [89][3400/5005] lr: 1.5888e-02 eta: 10:13:31 time: 0.2718 data_time: 0.0061 memory: 2855 loss: 1.2387 2022/12/07 16:55:25 - mmengine - INFO - Epoch(train) [89][3500/5005] lr: 1.5869e-02 eta: 10:13:09 time: 0.2408 data_time: 0.0022 memory: 2855 loss: 1.3009 2022/12/07 16:55:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 16:55:50 - mmengine - INFO - Epoch(train) [89][3600/5005] lr: 1.5850e-02 eta: 10:12:46 time: 0.2445 data_time: 0.0024 memory: 2855 loss: 1.2111 2022/12/07 16:56:15 - mmengine - INFO - Epoch(train) [89][3700/5005] lr: 1.5831e-02 eta: 10:12:23 time: 0.2434 data_time: 0.0024 memory: 2855 loss: 1.2638 2022/12/07 16:56:40 - mmengine - INFO - Epoch(train) [89][3800/5005] lr: 1.5812e-02 eta: 10:12:00 time: 0.2443 data_time: 0.0027 memory: 2855 loss: 1.1347 2022/12/07 16:57:05 - mmengine - INFO - Epoch(train) [89][3900/5005] lr: 1.5793e-02 eta: 10:11:37 time: 0.2472 data_time: 0.0028 memory: 2855 loss: 1.4385 2022/12/07 16:57:30 - mmengine - INFO - Epoch(train) [89][4000/5005] lr: 1.5774e-02 eta: 10:11:14 time: 0.2511 data_time: 0.0027 memory: 2855 loss: 1.2784 2022/12/07 16:57:55 - mmengine - INFO - Epoch(train) [89][4100/5005] lr: 1.5755e-02 eta: 10:10:51 time: 0.2439 data_time: 0.0028 memory: 2855 loss: 1.1918 2022/12/07 16:58:20 - mmengine - INFO - Epoch(train) [89][4200/5005] lr: 1.5735e-02 eta: 10:10:28 time: 0.2510 data_time: 0.0022 memory: 2855 loss: 1.2257 2022/12/07 16:58:45 - mmengine - INFO - Epoch(train) [89][4300/5005] lr: 1.5716e-02 eta: 10:10:05 time: 0.2520 data_time: 0.0024 memory: 2855 loss: 1.2802 2022/12/07 16:59:10 - mmengine - INFO - Epoch(train) [89][4400/5005] lr: 1.5697e-02 eta: 10:09:42 time: 0.2503 data_time: 0.0029 memory: 2855 loss: 1.1713 2022/12/07 16:59:35 - mmengine - INFO - Epoch(train) [89][4500/5005] lr: 1.5678e-02 eta: 10:09:19 time: 0.2453 data_time: 0.0024 memory: 2855 loss: 1.3790 2022/12/07 16:59:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:00:00 - mmengine - INFO - Epoch(train) [89][4600/5005] lr: 1.5659e-02 eta: 10:08:56 time: 0.2493 data_time: 0.0027 memory: 2855 loss: 1.1813 2022/12/07 17:00:25 - mmengine - INFO - Epoch(train) [89][4700/5005] lr: 1.5640e-02 eta: 10:08:33 time: 0.2543 data_time: 0.0019 memory: 2855 loss: 1.3383 2022/12/07 17:00:48 - mmengine - INFO - Epoch(train) [89][4800/5005] lr: 1.5621e-02 eta: 10:08:09 time: 0.1722 data_time: 0.0073 memory: 2855 loss: 1.4751 2022/12/07 17:01:13 - mmengine - INFO - Epoch(train) [89][4900/5005] lr: 1.5602e-02 eta: 10:07:46 time: 0.2455 data_time: 0.0021 memory: 2855 loss: 1.1487 2022/12/07 17:01:38 - mmengine - INFO - Epoch(train) [89][5000/5005] lr: 1.5583e-02 eta: 10:07:23 time: 0.2538 data_time: 0.0038 memory: 2855 loss: 1.3540 2022/12/07 17:01:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:01:40 - mmengine - INFO - Saving checkpoint at 89 epochs 2022/12/07 17:01:48 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:06 time: 0.0669 data_time: 0.0302 memory: 2855 2022/12/07 17:02:05 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 72.6540 accuracy/top5: 91.2380 2022/12/07 17:02:30 - mmengine - INFO - Epoch(train) [90][ 100/5005] lr: 1.5563e-02 eta: 10:06:59 time: 0.2484 data_time: 0.0023 memory: 2855 loss: 1.2880 2022/12/07 17:02:55 - mmengine - INFO - Epoch(train) [90][ 200/5005] lr: 1.5545e-02 eta: 10:06:36 time: 0.2405 data_time: 0.0026 memory: 2855 loss: 1.3604 2022/12/07 17:03:20 - mmengine - INFO - Epoch(train) [90][ 300/5005] lr: 1.5526e-02 eta: 10:06:13 time: 0.2407 data_time: 0.0024 memory: 2855 loss: 1.0788 2022/12/07 17:03:45 - mmengine - INFO - Epoch(train) [90][ 400/5005] lr: 1.5507e-02 eta: 10:05:50 time: 0.2420 data_time: 0.0026 memory: 2855 loss: 1.1743 2022/12/07 17:04:10 - mmengine - INFO - Epoch(train) [90][ 500/5005] lr: 1.5488e-02 eta: 10:05:27 time: 0.2494 data_time: 0.0026 memory: 2855 loss: 1.0603 2022/12/07 17:04:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:04:35 - mmengine - INFO - Epoch(train) [90][ 600/5005] lr: 1.5469e-02 eta: 10:05:04 time: 0.2490 data_time: 0.0028 memory: 2855 loss: 1.1369 2022/12/07 17:05:00 - mmengine - INFO - Epoch(train) [90][ 700/5005] lr: 1.5450e-02 eta: 10:04:41 time: 0.2549 data_time: 0.0025 memory: 2855 loss: 1.3679 2022/12/07 17:05:25 - mmengine - INFO - Epoch(train) [90][ 800/5005] lr: 1.5431e-02 eta: 10:04:18 time: 0.2458 data_time: 0.0025 memory: 2855 loss: 1.2904 2022/12/07 17:05:50 - mmengine - INFO - Epoch(train) [90][ 900/5005] lr: 1.5412e-02 eta: 10:03:55 time: 0.2405 data_time: 0.0027 memory: 2855 loss: 1.4012 2022/12/07 17:06:15 - mmengine - INFO - Epoch(train) [90][1000/5005] lr: 1.5393e-02 eta: 10:03:32 time: 0.2540 data_time: 0.0019 memory: 2855 loss: 1.3439 2022/12/07 17:06:38 - mmengine - INFO - Epoch(train) [90][1100/5005] lr: 1.5374e-02 eta: 10:03:08 time: 0.1708 data_time: 0.0046 memory: 2855 loss: 1.2530 2022/12/07 17:07:03 - mmengine - INFO - Epoch(train) [90][1200/5005] lr: 1.5355e-02 eta: 10:02:45 time: 0.2462 data_time: 0.0021 memory: 2855 loss: 1.2899 2022/12/07 17:07:28 - mmengine - INFO - Epoch(train) [90][1300/5005] lr: 1.5337e-02 eta: 10:02:22 time: 0.2531 data_time: 0.0024 memory: 2855 loss: 1.4465 2022/12/07 17:07:53 - mmengine - INFO - Epoch(train) [90][1400/5005] lr: 1.5318e-02 eta: 10:01:59 time: 0.2493 data_time: 0.0028 memory: 2855 loss: 0.9738 2022/12/07 17:08:18 - mmengine - INFO - Epoch(train) [90][1500/5005] lr: 1.5299e-02 eta: 10:01:36 time: 0.2495 data_time: 0.0024 memory: 2855 loss: 1.1463 2022/12/07 17:08:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:08:43 - mmengine - INFO - Epoch(train) [90][1600/5005] lr: 1.5280e-02 eta: 10:01:13 time: 0.2524 data_time: 0.0027 memory: 2855 loss: 1.1703 2022/12/07 17:09:08 - mmengine - INFO - Epoch(train) [90][1700/5005] lr: 1.5261e-02 eta: 10:00:50 time: 0.2480 data_time: 0.0023 memory: 2855 loss: 1.0317 2022/12/07 17:09:33 - mmengine - INFO - Epoch(train) [90][1800/5005] lr: 1.5243e-02 eta: 10:00:27 time: 0.2505 data_time: 0.0026 memory: 2855 loss: 1.1810 2022/12/07 17:09:58 - mmengine - INFO - Epoch(train) [90][1900/5005] lr: 1.5224e-02 eta: 10:00:04 time: 0.2495 data_time: 0.0026 memory: 2855 loss: 1.2205 2022/12/07 17:10:23 - mmengine - INFO - Epoch(train) [90][2000/5005] lr: 1.5205e-02 eta: 9:59:41 time: 0.2507 data_time: 0.0025 memory: 2855 loss: 1.2171 2022/12/07 17:10:48 - mmengine - INFO - Epoch(train) [90][2100/5005] lr: 1.5186e-02 eta: 9:59:18 time: 0.2508 data_time: 0.0026 memory: 2855 loss: 1.3636 2022/12/07 17:11:13 - mmengine - INFO - Epoch(train) [90][2200/5005] lr: 1.5167e-02 eta: 9:58:55 time: 0.2496 data_time: 0.0025 memory: 2855 loss: 1.1790 2022/12/07 17:11:38 - mmengine - INFO - Epoch(train) [90][2300/5005] lr: 1.5149e-02 eta: 9:58:32 time: 0.2534 data_time: 0.0027 memory: 2855 loss: 1.1563 2022/12/07 17:12:03 - mmengine - INFO - Epoch(train) [90][2400/5005] lr: 1.5130e-02 eta: 9:58:09 time: 0.2490 data_time: 0.0018 memory: 2855 loss: 1.1458 2022/12/07 17:12:27 - mmengine - INFO - Epoch(train) [90][2500/5005] lr: 1.5111e-02 eta: 9:57:46 time: 0.1755 data_time: 0.0062 memory: 2855 loss: 1.2863 2022/12/07 17:12:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:12:51 - mmengine - INFO - Epoch(train) [90][2600/5005] lr: 1.5092e-02 eta: 9:57:22 time: 0.2416 data_time: 0.0026 memory: 2855 loss: 1.3070 2022/12/07 17:13:16 - mmengine - INFO - Epoch(train) [90][2700/5005] lr: 1.5074e-02 eta: 9:56:59 time: 0.2504 data_time: 0.0019 memory: 2855 loss: 1.2930 2022/12/07 17:13:41 - mmengine - INFO - Epoch(train) [90][2800/5005] lr: 1.5055e-02 eta: 9:56:36 time: 0.2523 data_time: 0.0023 memory: 2855 loss: 1.2344 2022/12/07 17:14:06 - mmengine - INFO - Epoch(train) [90][2900/5005] lr: 1.5036e-02 eta: 9:56:13 time: 0.2497 data_time: 0.0024 memory: 2855 loss: 1.3775 2022/12/07 17:14:31 - mmengine - INFO - Epoch(train) [90][3000/5005] lr: 1.5018e-02 eta: 9:55:50 time: 0.2510 data_time: 0.0025 memory: 2855 loss: 1.1630 2022/12/07 17:14:56 - mmengine - INFO - Epoch(train) [90][3100/5005] lr: 1.4999e-02 eta: 9:55:27 time: 0.2461 data_time: 0.0024 memory: 2855 loss: 1.2643 2022/12/07 17:15:21 - mmengine - INFO - Epoch(train) [90][3200/5005] lr: 1.4980e-02 eta: 9:55:04 time: 0.2512 data_time: 0.0026 memory: 2855 loss: 1.3169 2022/12/07 17:15:46 - mmengine - INFO - Epoch(train) [90][3300/5005] lr: 1.4962e-02 eta: 9:54:41 time: 0.2535 data_time: 0.0025 memory: 2855 loss: 1.4290 2022/12/07 17:16:11 - mmengine - INFO - Epoch(train) [90][3400/5005] lr: 1.4943e-02 eta: 9:54:18 time: 0.2509 data_time: 0.0028 memory: 2855 loss: 1.2922 2022/12/07 17:16:37 - mmengine - INFO - Epoch(train) [90][3500/5005] lr: 1.4924e-02 eta: 9:53:55 time: 0.2534 data_time: 0.0028 memory: 2855 loss: 1.2127 2022/12/07 17:16:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:17:02 - mmengine - INFO - Epoch(train) [90][3600/5005] lr: 1.4906e-02 eta: 9:53:32 time: 0.2504 data_time: 0.0025 memory: 2855 loss: 1.2027 2022/12/07 17:17:27 - mmengine - INFO - Epoch(train) [90][3700/5005] lr: 1.4887e-02 eta: 9:53:09 time: 0.2496 data_time: 0.0024 memory: 2855 loss: 1.2863 2022/12/07 17:17:52 - mmengine - INFO - Epoch(train) [90][3800/5005] lr: 1.4868e-02 eta: 9:52:46 time: 0.2497 data_time: 0.0019 memory: 2855 loss: 1.4288 2022/12/07 17:18:17 - mmengine - INFO - Epoch(train) [90][3900/5005] lr: 1.4850e-02 eta: 9:52:23 time: 0.2448 data_time: 0.0019 memory: 2855 loss: 1.3087 2022/12/07 17:18:39 - mmengine - INFO - Epoch(train) [90][4000/5005] lr: 1.4831e-02 eta: 9:51:59 time: 0.2415 data_time: 0.0027 memory: 2855 loss: 1.3055 2022/12/07 17:19:04 - mmengine - INFO - Epoch(train) [90][4100/5005] lr: 1.4813e-02 eta: 9:51:36 time: 0.2452 data_time: 0.0023 memory: 2855 loss: 1.3076 2022/12/07 17:19:29 - mmengine - INFO - Epoch(train) [90][4200/5005] lr: 1.4794e-02 eta: 9:51:13 time: 0.2497 data_time: 0.0025 memory: 2855 loss: 1.2603 2022/12/07 17:19:54 - mmengine - INFO - Epoch(train) [90][4300/5005] lr: 1.4775e-02 eta: 9:50:50 time: 0.2412 data_time: 0.0023 memory: 2855 loss: 1.2178 2022/12/07 17:20:20 - mmengine - INFO - Epoch(train) [90][4400/5005] lr: 1.4757e-02 eta: 9:50:27 time: 0.2506 data_time: 0.0027 memory: 2855 loss: 1.4085 2022/12/07 17:20:44 - mmengine - INFO - Epoch(train) [90][4500/5005] lr: 1.4738e-02 eta: 9:50:04 time: 0.2414 data_time: 0.0025 memory: 2855 loss: 1.2563 2022/12/07 17:20:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:21:10 - mmengine - INFO - Epoch(train) [90][4600/5005] lr: 1.4720e-02 eta: 9:49:41 time: 0.2483 data_time: 0.0027 memory: 2855 loss: 1.2132 2022/12/07 17:21:35 - mmengine - INFO - Epoch(train) [90][4700/5005] lr: 1.4701e-02 eta: 9:49:18 time: 0.2522 data_time: 0.0026 memory: 2855 loss: 1.3555 2022/12/07 17:22:00 - mmengine - INFO - Epoch(train) [90][4800/5005] lr: 1.4683e-02 eta: 9:48:55 time: 0.2480 data_time: 0.0024 memory: 2855 loss: 1.3234 2022/12/07 17:22:25 - mmengine - INFO - Epoch(train) [90][4900/5005] lr: 1.4664e-02 eta: 9:48:32 time: 0.2494 data_time: 0.0022 memory: 2855 loss: 1.1081 2022/12/07 17:22:50 - mmengine - INFO - Epoch(train) [90][5000/5005] lr: 1.4646e-02 eta: 9:48:09 time: 0.2544 data_time: 0.0033 memory: 2855 loss: 1.3434 2022/12/07 17:22:51 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:22:51 - mmengine - INFO - Saving checkpoint at 90 epochs 2022/12/07 17:23:00 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:06 time: 0.0748 data_time: 0.0368 memory: 2855 2022/12/07 17:23:16 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 72.6060 accuracy/top5: 91.1480 2022/12/07 17:23:42 - mmengine - INFO - Epoch(train) [91][ 100/5005] lr: 1.4626e-02 eta: 9:47:45 time: 0.2539 data_time: 0.0017 memory: 2855 loss: 1.1103 2022/12/07 17:24:06 - mmengine - INFO - Epoch(train) [91][ 200/5005] lr: 1.4608e-02 eta: 9:47:22 time: 0.1873 data_time: 0.0031 memory: 2855 loss: 1.3308 2022/12/07 17:24:29 - mmengine - INFO - Epoch(train) [91][ 300/5005] lr: 1.4589e-02 eta: 9:46:58 time: 0.2429 data_time: 0.0035 memory: 2855 loss: 1.3198 2022/12/07 17:24:54 - mmengine - INFO - Epoch(train) [91][ 400/5005] lr: 1.4571e-02 eta: 9:46:35 time: 0.2490 data_time: 0.0022 memory: 2855 loss: 1.2604 2022/12/07 17:25:19 - mmengine - INFO - Epoch(train) [91][ 500/5005] lr: 1.4552e-02 eta: 9:46:12 time: 0.2473 data_time: 0.0023 memory: 2855 loss: 1.1070 2022/12/07 17:25:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:25:44 - mmengine - INFO - Epoch(train) [91][ 600/5005] lr: 1.4534e-02 eta: 9:45:49 time: 0.2469 data_time: 0.0023 memory: 2855 loss: 1.2112 2022/12/07 17:26:09 - mmengine - INFO - Epoch(train) [91][ 700/5005] lr: 1.4516e-02 eta: 9:45:26 time: 0.2548 data_time: 0.0024 memory: 2855 loss: 1.3119 2022/12/07 17:26:34 - mmengine - INFO - Epoch(train) [91][ 800/5005] lr: 1.4497e-02 eta: 9:45:03 time: 0.2448 data_time: 0.0024 memory: 2855 loss: 1.2165 2022/12/07 17:26:59 - mmengine - INFO - Epoch(train) [91][ 900/5005] lr: 1.4479e-02 eta: 9:44:40 time: 0.2513 data_time: 0.0026 memory: 2855 loss: 1.2962 2022/12/07 17:27:24 - mmengine - INFO - Epoch(train) [91][1000/5005] lr: 1.4460e-02 eta: 9:44:17 time: 0.2503 data_time: 0.0025 memory: 2855 loss: 1.1990 2022/12/07 17:27:49 - mmengine - INFO - Epoch(train) [91][1100/5005] lr: 1.4442e-02 eta: 9:43:53 time: 0.2415 data_time: 0.0025 memory: 2855 loss: 1.1593 2022/12/07 17:28:14 - mmengine - INFO - Epoch(train) [91][1200/5005] lr: 1.4424e-02 eta: 9:43:30 time: 0.2416 data_time: 0.0024 memory: 2855 loss: 1.0852 2022/12/07 17:28:39 - mmengine - INFO - Epoch(train) [91][1300/5005] lr: 1.4405e-02 eta: 9:43:07 time: 0.2455 data_time: 0.0025 memory: 2855 loss: 1.2572 2022/12/07 17:29:05 - mmengine - INFO - Epoch(train) [91][1400/5005] lr: 1.4387e-02 eta: 9:42:44 time: 0.2537 data_time: 0.0023 memory: 2855 loss: 1.2336 2022/12/07 17:29:30 - mmengine - INFO - Epoch(train) [91][1500/5005] lr: 1.4369e-02 eta: 9:42:21 time: 0.2526 data_time: 0.0019 memory: 2855 loss: 1.3279 2022/12/07 17:29:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:29:55 - mmengine - INFO - Epoch(train) [91][1600/5005] lr: 1.4350e-02 eta: 9:41:58 time: 0.2444 data_time: 0.0017 memory: 2855 loss: 1.1282 2022/12/07 17:30:17 - mmengine - INFO - Epoch(train) [91][1700/5005] lr: 1.4332e-02 eta: 9:41:34 time: 0.2662 data_time: 0.0085 memory: 2855 loss: 1.3232 2022/12/07 17:30:42 - mmengine - INFO - Epoch(train) [91][1800/5005] lr: 1.4314e-02 eta: 9:41:11 time: 0.2469 data_time: 0.0020 memory: 2855 loss: 1.2596 2022/12/07 17:31:07 - mmengine - INFO - Epoch(train) [91][1900/5005] lr: 1.4295e-02 eta: 9:40:48 time: 0.2460 data_time: 0.0025 memory: 2855 loss: 1.2453 2022/12/07 17:31:33 - mmengine - INFO - Epoch(train) [91][2000/5005] lr: 1.4277e-02 eta: 9:40:25 time: 0.2454 data_time: 0.0021 memory: 2855 loss: 1.2295 2022/12/07 17:31:58 - mmengine - INFO - Epoch(train) [91][2100/5005] lr: 1.4259e-02 eta: 9:40:02 time: 0.2536 data_time: 0.0023 memory: 2855 loss: 1.2071 2022/12/07 17:32:23 - mmengine - INFO - Epoch(train) [91][2200/5005] lr: 1.4240e-02 eta: 9:39:39 time: 0.2528 data_time: 0.0025 memory: 2855 loss: 1.2154 2022/12/07 17:32:48 - mmengine - INFO - Epoch(train) [91][2300/5005] lr: 1.4222e-02 eta: 9:39:16 time: 0.2545 data_time: 0.0023 memory: 2855 loss: 1.2315 2022/12/07 17:33:13 - mmengine - INFO - Epoch(train) [91][2400/5005] lr: 1.4204e-02 eta: 9:38:53 time: 0.2529 data_time: 0.0023 memory: 2855 loss: 1.4196 2022/12/07 17:33:38 - mmengine - INFO - Epoch(train) [91][2500/5005] lr: 1.4186e-02 eta: 9:38:30 time: 0.2514 data_time: 0.0025 memory: 2855 loss: 1.1422 2022/12/07 17:33:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:34:03 - mmengine - INFO - Epoch(train) [91][2600/5005] lr: 1.4167e-02 eta: 9:38:07 time: 0.2514 data_time: 0.0025 memory: 2855 loss: 1.0964 2022/12/07 17:34:28 - mmengine - INFO - Epoch(train) [91][2700/5005] lr: 1.4149e-02 eta: 9:37:44 time: 0.2551 data_time: 0.0024 memory: 2855 loss: 1.3598 2022/12/07 17:34:53 - mmengine - INFO - Epoch(train) [91][2800/5005] lr: 1.4131e-02 eta: 9:37:21 time: 0.2542 data_time: 0.0028 memory: 2855 loss: 1.1787 2022/12/07 17:35:18 - mmengine - INFO - Epoch(train) [91][2900/5005] lr: 1.4113e-02 eta: 9:36:58 time: 0.2527 data_time: 0.0025 memory: 2855 loss: 1.2113 2022/12/07 17:35:43 - mmengine - INFO - Epoch(train) [91][3000/5005] lr: 1.4094e-02 eta: 9:36:35 time: 0.2518 data_time: 0.0018 memory: 2855 loss: 1.2849 2022/12/07 17:36:05 - mmengine - INFO - Epoch(train) [91][3100/5005] lr: 1.4076e-02 eta: 9:36:11 time: 0.2607 data_time: 0.0034 memory: 2855 loss: 1.2381 2022/12/07 17:36:30 - mmengine - INFO - Epoch(train) [91][3200/5005] lr: 1.4058e-02 eta: 9:35:48 time: 0.2546 data_time: 0.0021 memory: 2855 loss: 1.2085 2022/12/07 17:36:55 - mmengine - INFO - Epoch(train) [91][3300/5005] lr: 1.4040e-02 eta: 9:35:25 time: 0.2492 data_time: 0.0022 memory: 2855 loss: 1.2557 2022/12/07 17:37:20 - mmengine - INFO - Epoch(train) [91][3400/5005] lr: 1.4022e-02 eta: 9:35:02 time: 0.2526 data_time: 0.0024 memory: 2855 loss: 1.2115 2022/12/07 17:37:46 - mmengine - INFO - Epoch(train) [91][3500/5005] lr: 1.4004e-02 eta: 9:34:39 time: 0.2472 data_time: 0.0024 memory: 2855 loss: 1.3398 2022/12/07 17:37:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:38:11 - mmengine - INFO - Epoch(train) [91][3600/5005] lr: 1.3985e-02 eta: 9:34:16 time: 0.2448 data_time: 0.0027 memory: 2855 loss: 1.2390 2022/12/07 17:38:36 - mmengine - INFO - Epoch(train) [91][3700/5005] lr: 1.3967e-02 eta: 9:33:53 time: 0.2432 data_time: 0.0025 memory: 2855 loss: 1.1938 2022/12/07 17:39:01 - mmengine - INFO - Epoch(train) [91][3800/5005] lr: 1.3949e-02 eta: 9:33:30 time: 0.2509 data_time: 0.0024 memory: 2855 loss: 1.2424 2022/12/07 17:39:26 - mmengine - INFO - Epoch(train) [91][3900/5005] lr: 1.3931e-02 eta: 9:33:07 time: 0.2546 data_time: 0.0026 memory: 2855 loss: 1.1010 2022/12/07 17:39:51 - mmengine - INFO - Epoch(train) [91][4000/5005] lr: 1.3913e-02 eta: 9:32:44 time: 0.2556 data_time: 0.0021 memory: 2855 loss: 1.2187 2022/12/07 17:40:16 - mmengine - INFO - Epoch(train) [91][4100/5005] lr: 1.3895e-02 eta: 9:32:20 time: 0.2539 data_time: 0.0027 memory: 2855 loss: 1.3046 2022/12/07 17:40:41 - mmengine - INFO - Epoch(train) [91][4200/5005] lr: 1.3877e-02 eta: 9:31:57 time: 0.2506 data_time: 0.0025 memory: 2855 loss: 1.2957 2022/12/07 17:41:06 - mmengine - INFO - Epoch(train) [91][4300/5005] lr: 1.3859e-02 eta: 9:31:34 time: 0.2510 data_time: 0.0026 memory: 2855 loss: 1.1858 2022/12/07 17:41:31 - mmengine - INFO - Epoch(train) [91][4400/5005] lr: 1.3841e-02 eta: 9:31:11 time: 0.2493 data_time: 0.0019 memory: 2855 loss: 1.2684 2022/12/07 17:41:54 - mmengine - INFO - Epoch(train) [91][4500/5005] lr: 1.3823e-02 eta: 9:30:47 time: 0.1697 data_time: 0.0082 memory: 2855 loss: 1.5226 2022/12/07 17:42:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:42:19 - mmengine - INFO - Epoch(train) [91][4600/5005] lr: 1.3804e-02 eta: 9:30:24 time: 0.2467 data_time: 0.0022 memory: 2855 loss: 1.3663 2022/12/07 17:42:44 - mmengine - INFO - Epoch(train) [91][4700/5005] lr: 1.3786e-02 eta: 9:30:01 time: 0.2496 data_time: 0.0022 memory: 2855 loss: 1.1858 2022/12/07 17:43:09 - mmengine - INFO - Epoch(train) [91][4800/5005] lr: 1.3768e-02 eta: 9:29:38 time: 0.2447 data_time: 0.0027 memory: 2855 loss: 1.1591 2022/12/07 17:43:34 - mmengine - INFO - Epoch(train) [91][4900/5005] lr: 1.3750e-02 eta: 9:29:15 time: 0.2517 data_time: 0.0025 memory: 2855 loss: 1.1417 2022/12/07 17:43:59 - mmengine - INFO - Epoch(train) [91][5000/5005] lr: 1.3732e-02 eta: 9:28:52 time: 0.2492 data_time: 0.0036 memory: 2855 loss: 1.2454 2022/12/07 17:44:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:44:00 - mmengine - INFO - Saving checkpoint at 91 epochs 2022/12/07 17:44:09 - mmengine - INFO - Epoch(val) [91][100/196] eta: 0:00:06 time: 0.0664 data_time: 0.0301 memory: 2855 2022/12/07 17:44:25 - mmengine - INFO - Epoch(val) [91][196/196] accuracy/top1: 72.6780 accuracy/top5: 91.3260 2022/12/07 17:44:51 - mmengine - INFO - Epoch(train) [92][ 100/5005] lr: 1.3713e-02 eta: 9:28:28 time: 0.2514 data_time: 0.0021 memory: 2855 loss: 1.0975 2022/12/07 17:45:16 - mmengine - INFO - Epoch(train) [92][ 200/5005] lr: 1.3695e-02 eta: 9:28:05 time: 0.2537 data_time: 0.0023 memory: 2855 loss: 1.1258 2022/12/07 17:45:41 - mmengine - INFO - Epoch(train) [92][ 300/5005] lr: 1.3677e-02 eta: 9:27:42 time: 0.2462 data_time: 0.0023 memory: 2855 loss: 1.3739 2022/12/07 17:46:06 - mmengine - INFO - Epoch(train) [92][ 400/5005] lr: 1.3660e-02 eta: 9:27:19 time: 0.2507 data_time: 0.0025 memory: 2855 loss: 1.1948 2022/12/07 17:46:32 - mmengine - INFO - Epoch(train) [92][ 500/5005] lr: 1.3642e-02 eta: 9:26:56 time: 0.2520 data_time: 0.0025 memory: 2855 loss: 1.1995 2022/12/07 17:46:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:46:57 - mmengine - INFO - Epoch(train) [92][ 600/5005] lr: 1.3624e-02 eta: 9:26:33 time: 0.2456 data_time: 0.0024 memory: 2855 loss: 1.1241 2022/12/07 17:47:22 - mmengine - INFO - Epoch(train) [92][ 700/5005] lr: 1.3606e-02 eta: 9:26:10 time: 0.2536 data_time: 0.0019 memory: 2855 loss: 1.3822 2022/12/07 17:47:44 - mmengine - INFO - Epoch(train) [92][ 800/5005] lr: 1.3588e-02 eta: 9:25:46 time: 0.1913 data_time: 0.0058 memory: 2855 loss: 1.3114 2022/12/07 17:48:10 - mmengine - INFO - Epoch(train) [92][ 900/5005] lr: 1.3570e-02 eta: 9:25:23 time: 0.2493 data_time: 0.0023 memory: 2855 loss: 1.1920 2022/12/07 17:48:35 - mmengine - INFO - Epoch(train) [92][1000/5005] lr: 1.3552e-02 eta: 9:25:00 time: 0.2553 data_time: 0.0024 memory: 2855 loss: 1.2123 2022/12/07 17:49:00 - mmengine - INFO - Epoch(train) [92][1100/5005] lr: 1.3534e-02 eta: 9:24:37 time: 0.2485 data_time: 0.0026 memory: 2855 loss: 1.0871 2022/12/07 17:49:25 - mmengine - INFO - Epoch(train) [92][1200/5005] lr: 1.3516e-02 eta: 9:24:14 time: 0.2518 data_time: 0.0025 memory: 2855 loss: 1.2171 2022/12/07 17:49:50 - mmengine - INFO - Epoch(train) [92][1300/5005] lr: 1.3498e-02 eta: 9:23:51 time: 0.2523 data_time: 0.0024 memory: 2855 loss: 1.3192 2022/12/07 17:50:15 - mmengine - INFO - Epoch(train) [92][1400/5005] lr: 1.3480e-02 eta: 9:23:28 time: 0.2537 data_time: 0.0023 memory: 2855 loss: 1.1267 2022/12/07 17:50:40 - mmengine - INFO - Epoch(train) [92][1500/5005] lr: 1.3463e-02 eta: 9:23:04 time: 0.2562 data_time: 0.0028 memory: 2855 loss: 1.1302 2022/12/07 17:50:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:51:05 - mmengine - INFO - Epoch(train) [92][1600/5005] lr: 1.3445e-02 eta: 9:22:41 time: 0.2425 data_time: 0.0026 memory: 2855 loss: 1.1885 2022/12/07 17:51:30 - mmengine - INFO - Epoch(train) [92][1700/5005] lr: 1.3427e-02 eta: 9:22:18 time: 0.2439 data_time: 0.0025 memory: 2855 loss: 1.0772 2022/12/07 17:51:55 - mmengine - INFO - Epoch(train) [92][1800/5005] lr: 1.3409e-02 eta: 9:21:55 time: 0.2428 data_time: 0.0027 memory: 2855 loss: 1.1407 2022/12/07 17:52:21 - mmengine - INFO - Epoch(train) [92][1900/5005] lr: 1.3391e-02 eta: 9:21:32 time: 0.2472 data_time: 0.0026 memory: 2855 loss: 1.0805 2022/12/07 17:52:46 - mmengine - INFO - Epoch(train) [92][2000/5005] lr: 1.3373e-02 eta: 9:21:09 time: 0.2530 data_time: 0.0025 memory: 2855 loss: 1.1114 2022/12/07 17:53:11 - mmengine - INFO - Epoch(train) [92][2100/5005] lr: 1.3356e-02 eta: 9:20:46 time: 0.2502 data_time: 0.0019 memory: 2855 loss: 1.1619 2022/12/07 17:53:33 - mmengine - INFO - Epoch(train) [92][2200/5005] lr: 1.3338e-02 eta: 9:20:22 time: 0.1763 data_time: 0.0074 memory: 2855 loss: 0.9785 2022/12/07 17:53:59 - mmengine - INFO - Epoch(train) [92][2300/5005] lr: 1.3320e-02 eta: 9:19:59 time: 0.2486 data_time: 0.0022 memory: 2855 loss: 1.2832 2022/12/07 17:54:24 - mmengine - INFO - Epoch(train) [92][2400/5005] lr: 1.3302e-02 eta: 9:19:36 time: 0.2482 data_time: 0.0023 memory: 2855 loss: 1.2985 2022/12/07 17:54:49 - mmengine - INFO - Epoch(train) [92][2500/5005] lr: 1.3284e-02 eta: 9:19:13 time: 0.2517 data_time: 0.0024 memory: 2855 loss: 1.0107 2022/12/07 17:55:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:55:14 - mmengine - INFO - Epoch(train) [92][2600/5005] lr: 1.3267e-02 eta: 9:18:50 time: 0.2548 data_time: 0.0025 memory: 2855 loss: 1.2043 2022/12/07 17:55:39 - mmengine - INFO - Epoch(train) [92][2700/5005] lr: 1.3249e-02 eta: 9:18:27 time: 0.2502 data_time: 0.0028 memory: 2855 loss: 1.0824 2022/12/07 17:56:04 - mmengine - INFO - Epoch(train) [92][2800/5005] lr: 1.3231e-02 eta: 9:18:04 time: 0.2510 data_time: 0.0028 memory: 2855 loss: 1.3039 2022/12/07 17:56:29 - mmengine - INFO - Epoch(train) [92][2900/5005] lr: 1.3214e-02 eta: 9:17:41 time: 0.2475 data_time: 0.0024 memory: 2855 loss: 1.0490 2022/12/07 17:56:54 - mmengine - INFO - Epoch(train) [92][3000/5005] lr: 1.3196e-02 eta: 9:17:18 time: 0.2497 data_time: 0.0028 memory: 2855 loss: 1.2997 2022/12/07 17:57:19 - mmengine - INFO - Epoch(train) [92][3100/5005] lr: 1.3178e-02 eta: 9:16:54 time: 0.2560 data_time: 0.0026 memory: 2855 loss: 1.1672 2022/12/07 17:57:44 - mmengine - INFO - Epoch(train) [92][3200/5005] lr: 1.3160e-02 eta: 9:16:31 time: 0.2526 data_time: 0.0031 memory: 2855 loss: 0.8973 2022/12/07 17:58:09 - mmengine - INFO - Epoch(train) [92][3300/5005] lr: 1.3143e-02 eta: 9:16:08 time: 0.2440 data_time: 0.0022 memory: 2855 loss: 0.9797 2022/12/07 17:58:34 - mmengine - INFO - Epoch(train) [92][3400/5005] lr: 1.3125e-02 eta: 9:15:45 time: 0.2446 data_time: 0.0026 memory: 2855 loss: 1.4557 2022/12/07 17:58:59 - mmengine - INFO - Epoch(train) [92][3500/5005] lr: 1.3107e-02 eta: 9:15:22 time: 0.2436 data_time: 0.0020 memory: 2855 loss: 1.1628 2022/12/07 17:59:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 17:59:23 - mmengine - INFO - Epoch(train) [92][3600/5005] lr: 1.3090e-02 eta: 9:14:59 time: 0.1159 data_time: 0.0023 memory: 2855 loss: 1.2429 2022/12/07 17:59:35 - mmengine - INFO - Epoch(train) [92][3700/5005] lr: 1.3072e-02 eta: 9:14:31 time: 0.1109 data_time: 0.0018 memory: 2855 loss: 1.2354 2022/12/07 17:59:46 - mmengine - INFO - Epoch(train) [92][3800/5005] lr: 1.3055e-02 eta: 9:14:04 time: 0.1107 data_time: 0.0018 memory: 2855 loss: 1.3513 2022/12/07 17:59:57 - mmengine - INFO - Epoch(train) [92][3900/5005] lr: 1.3037e-02 eta: 9:13:37 time: 0.1113 data_time: 0.0019 memory: 2855 loss: 1.2851 2022/12/07 18:00:08 - mmengine - INFO - Epoch(train) [92][4000/5005] lr: 1.3019e-02 eta: 9:13:09 time: 0.1105 data_time: 0.0018 memory: 2855 loss: 1.1016 2022/12/07 18:00:20 - mmengine - INFO - Epoch(train) [92][4100/5005] lr: 1.3002e-02 eta: 9:12:42 time: 0.1104 data_time: 0.0018 memory: 2855 loss: 1.3252 2022/12/07 18:00:31 - mmengine - INFO - Epoch(train) [92][4200/5005] lr: 1.2984e-02 eta: 9:12:15 time: 0.1114 data_time: 0.0018 memory: 2855 loss: 1.2901 2022/12/07 18:00:42 - mmengine - INFO - Epoch(train) [92][4300/5005] lr: 1.2967e-02 eta: 9:11:47 time: 0.1104 data_time: 0.0018 memory: 2855 loss: 1.0772 2022/12/07 18:00:53 - mmengine - INFO - Epoch(train) [92][4400/5005] lr: 1.2949e-02 eta: 9:11:20 time: 0.1109 data_time: 0.0017 memory: 2855 loss: 1.4355 2022/12/07 18:01:04 - mmengine - INFO - Epoch(train) [92][4500/5005] lr: 1.2931e-02 eta: 9:10:53 time: 0.1109 data_time: 0.0019 memory: 2855 loss: 0.9913 2022/12/07 18:01:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:01:16 - mmengine - INFO - Epoch(train) [92][4600/5005] lr: 1.2914e-02 eta: 9:10:25 time: 0.1104 data_time: 0.0019 memory: 2855 loss: 1.2063 2022/12/07 18:01:27 - mmengine - INFO - Epoch(train) [92][4700/5005] lr: 1.2896e-02 eta: 9:09:58 time: 0.1114 data_time: 0.0019 memory: 2855 loss: 1.3040 2022/12/07 18:01:38 - mmengine - INFO - Epoch(train) [92][4800/5005] lr: 1.2879e-02 eta: 9:09:31 time: 0.1106 data_time: 0.0018 memory: 2855 loss: 1.3463 2022/12/07 18:01:49 - mmengine - INFO - Epoch(train) [92][4900/5005] lr: 1.2861e-02 eta: 9:09:04 time: 0.1104 data_time: 0.0018 memory: 2855 loss: 1.2138 2022/12/07 18:02:00 - mmengine - INFO - Epoch(train) [92][5000/5005] lr: 1.2844e-02 eta: 9:08:36 time: 0.1163 data_time: 0.0027 memory: 2855 loss: 1.3754 2022/12/07 18:02:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:02:01 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/12/07 18:02:06 - mmengine - INFO - Epoch(val) [92][100/196] eta: 0:00:03 time: 0.0374 data_time: 0.0182 memory: 2855 2022/12/07 18:02:19 - mmengine - INFO - Epoch(val) [92][196/196] accuracy/top1: 73.0040 accuracy/top5: 91.5500 2022/12/07 18:02:30 - mmengine - INFO - Epoch(train) [93][ 100/5005] lr: 1.2825e-02 eta: 9:08:08 time: 0.1107 data_time: 0.0018 memory: 2855 loss: 1.1006 2022/12/07 18:02:42 - mmengine - INFO - Epoch(train) [93][ 200/5005] lr: 1.2808e-02 eta: 9:07:41 time: 0.1103 data_time: 0.0019 memory: 2855 loss: 1.1711 2022/12/07 18:02:53 - mmengine - INFO - Epoch(train) [93][ 300/5005] lr: 1.2790e-02 eta: 9:07:13 time: 0.1115 data_time: 0.0019 memory: 2855 loss: 1.0980 2022/12/07 18:03:04 - mmengine - INFO - Epoch(train) [93][ 400/5005] lr: 1.2773e-02 eta: 9:06:46 time: 0.1104 data_time: 0.0019 memory: 2855 loss: 1.3092 2022/12/07 18:03:15 - mmengine - INFO - Epoch(train) [93][ 500/5005] lr: 1.2756e-02 eta: 9:06:19 time: 0.1103 data_time: 0.0018 memory: 2855 loss: 1.0400 2022/12/07 18:03:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:03:26 - mmengine - INFO - Epoch(train) [93][ 600/5005] lr: 1.2738e-02 eta: 9:05:52 time: 0.1108 data_time: 0.0018 memory: 2855 loss: 1.2545 2022/12/07 18:03:38 - mmengine - INFO - Epoch(train) [93][ 700/5005] lr: 1.2721e-02 eta: 9:05:24 time: 0.1105 data_time: 0.0018 memory: 2855 loss: 1.2760 2022/12/07 18:03:49 - mmengine - INFO - Epoch(train) [93][ 800/5005] lr: 1.2703e-02 eta: 9:04:57 time: 0.1106 data_time: 0.0018 memory: 2855 loss: 1.0940 2022/12/07 18:04:00 - mmengine - INFO - Epoch(train) [93][ 900/5005] lr: 1.2686e-02 eta: 9:04:30 time: 0.1104 data_time: 0.0018 memory: 2855 loss: 1.1086 2022/12/07 18:04:11 - mmengine - INFO - Epoch(train) [93][1000/5005] lr: 1.2668e-02 eta: 9:04:03 time: 0.1107 data_time: 0.0017 memory: 2855 loss: 1.3576 2022/12/07 18:04:22 - mmengine - INFO - Epoch(train) [93][1100/5005] lr: 1.2651e-02 eta: 9:03:36 time: 0.1109 data_time: 0.0018 memory: 2855 loss: 1.3199 2022/12/07 18:04:33 - mmengine - INFO - Epoch(train) [93][1200/5005] lr: 1.2634e-02 eta: 9:03:08 time: 0.1104 data_time: 0.0018 memory: 2855 loss: 1.1128 2022/12/07 18:04:45 - mmengine - INFO - Epoch(train) [93][1300/5005] lr: 1.2616e-02 eta: 9:02:41 time: 0.1105 data_time: 0.0018 memory: 2855 loss: 1.0026 2022/12/07 18:04:56 - mmengine - INFO - Epoch(train) [93][1400/5005] lr: 1.2599e-02 eta: 9:02:14 time: 0.1104 data_time: 0.0018 memory: 2855 loss: 1.0817 2022/12/07 18:05:07 - mmengine - INFO - Epoch(train) [93][1500/5005] lr: 1.2582e-02 eta: 9:01:47 time: 0.1105 data_time: 0.0018 memory: 2855 loss: 1.3251 2022/12/07 18:05:11 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:05:18 - mmengine - INFO - Epoch(train) [93][1600/5005] lr: 1.2564e-02 eta: 9:01:20 time: 0.1105 data_time: 0.0018 memory: 2855 loss: 1.1299 2022/12/07 18:05:29 - mmengine - INFO - Epoch(train) [93][1700/5005] lr: 1.2547e-02 eta: 9:00:53 time: 0.1105 data_time: 0.0018 memory: 2855 loss: 1.2586 2022/12/07 18:05:41 - mmengine - INFO - Epoch(train) [93][1800/5005] lr: 1.2530e-02 eta: 9:00:25 time: 0.1107 data_time: 0.0018 memory: 2855 loss: 1.1796 2022/12/07 18:05:52 - mmengine - INFO - Epoch(train) [93][1900/5005] lr: 1.2512e-02 eta: 8:59:58 time: 0.1105 data_time: 0.0018 memory: 2855 loss: 1.3499 2022/12/07 18:06:03 - mmengine - INFO - Epoch(train) [93][2000/5005] lr: 1.2495e-02 eta: 8:59:31 time: 0.1105 data_time: 0.0018 memory: 2855 loss: 1.1998 2022/12/07 18:06:15 - mmengine - INFO - Epoch(train) [93][2100/5005] lr: 1.2478e-02 eta: 8:59:04 time: 0.1264 data_time: 0.0020 memory: 2855 loss: 1.0789 2022/12/07 18:06:26 - mmengine - INFO - Epoch(train) [93][2200/5005] lr: 1.2460e-02 eta: 8:58:37 time: 0.1106 data_time: 0.0018 memory: 2855 loss: 1.1173 2022/12/07 18:06:40 - mmengine - INFO - Epoch(train) [93][2300/5005] lr: 1.2443e-02 eta: 8:58:11 time: 0.1228 data_time: 0.0029 memory: 2855 loss: 1.2103 2022/12/07 18:06:52 - mmengine - INFO - Epoch(train) [93][2400/5005] lr: 1.2426e-02 eta: 8:57:44 time: 0.1247 data_time: 0.0038 memory: 2855 loss: 1.1083 2022/12/07 18:07:16 - mmengine - INFO - Epoch(train) [93][2500/5005] lr: 1.2409e-02 eta: 8:57:21 time: 0.2654 data_time: 0.0034 memory: 2855 loss: 1.1673 2022/12/07 18:07:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:07:42 - mmengine - INFO - Epoch(train) [93][2600/5005] lr: 1.2391e-02 eta: 8:56:58 time: 0.2617 data_time: 0.0034 memory: 2855 loss: 1.1565 2022/12/07 18:08:08 - mmengine - INFO - Epoch(train) [93][2700/5005] lr: 1.2374e-02 eta: 8:56:35 time: 0.2544 data_time: 0.0028 memory: 2855 loss: 1.1780 2022/12/07 18:08:34 - mmengine - INFO - Epoch(train) [93][2800/5005] lr: 1.2357e-02 eta: 8:56:12 time: 0.2536 data_time: 0.0037 memory: 2855 loss: 1.2869 2022/12/07 18:09:00 - mmengine - INFO - Epoch(train) [93][2900/5005] lr: 1.2340e-02 eta: 8:55:50 time: 0.2507 data_time: 0.0037 memory: 2855 loss: 1.1619 2022/12/07 18:09:26 - mmengine - INFO - Epoch(train) [93][3000/5005] lr: 1.2323e-02 eta: 8:55:27 time: 0.2520 data_time: 0.0017 memory: 2855 loss: 1.2315 2022/12/07 18:09:45 - mmengine - INFO - Epoch(train) [93][3100/5005] lr: 1.2305e-02 eta: 8:55:02 time: 0.1780 data_time: 0.0019 memory: 2855 loss: 1.1477 2022/12/07 18:10:02 - mmengine - INFO - Epoch(train) [93][3200/5005] lr: 1.2288e-02 eta: 8:54:37 time: 0.1229 data_time: 0.0032 memory: 2855 loss: 1.1464 2022/12/07 18:10:15 - mmengine - INFO - Epoch(train) [93][3300/5005] lr: 1.2271e-02 eta: 8:54:10 time: 0.1261 data_time: 0.0034 memory: 2855 loss: 1.0296 2022/12/07 18:10:39 - mmengine - INFO - Epoch(train) [93][3400/5005] lr: 1.2254e-02 eta: 8:53:47 time: 0.2601 data_time: 0.0030 memory: 2855 loss: 0.9831 2022/12/07 18:11:06 - mmengine - INFO - Epoch(train) [93][3500/5005] lr: 1.2237e-02 eta: 8:53:25 time: 0.2656 data_time: 0.0029 memory: 2855 loss: 1.0409 2022/12/07 18:11:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:11:32 - mmengine - INFO - Epoch(train) [93][3600/5005] lr: 1.2220e-02 eta: 8:53:02 time: 0.2632 data_time: 0.0035 memory: 2855 loss: 1.1424 2022/12/07 18:11:58 - mmengine - INFO - Epoch(train) [93][3700/5005] lr: 1.2202e-02 eta: 8:52:39 time: 0.2631 data_time: 0.0042 memory: 2855 loss: 1.2455 2022/12/07 18:12:23 - mmengine - INFO - Epoch(train) [93][3800/5005] lr: 1.2185e-02 eta: 8:52:16 time: 0.2595 data_time: 0.0027 memory: 2855 loss: 1.0987 2022/12/07 18:12:49 - mmengine - INFO - Epoch(train) [93][3900/5005] lr: 1.2168e-02 eta: 8:51:54 time: 0.2550 data_time: 0.0018 memory: 2855 loss: 1.2326 2022/12/07 18:13:07 - mmengine - INFO - Epoch(train) [93][4000/5005] lr: 1.2151e-02 eta: 8:51:29 time: 0.1153 data_time: 0.0017 memory: 2855 loss: 1.3593 2022/12/07 18:13:24 - mmengine - INFO - Epoch(train) [93][4100/5005] lr: 1.2134e-02 eta: 8:51:03 time: 0.1256 data_time: 0.0039 memory: 2855 loss: 1.2377 2022/12/07 18:13:37 - mmengine - INFO - Epoch(train) [93][4200/5005] lr: 1.2117e-02 eta: 8:50:37 time: 0.1328 data_time: 0.0051 memory: 2855 loss: 1.2180 2022/12/07 18:14:00 - mmengine - INFO - Epoch(train) [93][4300/5005] lr: 1.2100e-02 eta: 8:50:13 time: 0.2368 data_time: 0.0053 memory: 2855 loss: 1.1937 2022/12/07 18:14:23 - mmengine - INFO - Epoch(train) [93][4400/5005] lr: 1.2083e-02 eta: 8:49:50 time: 0.2694 data_time: 0.0028 memory: 2855 loss: 1.2319 2022/12/07 18:14:47 - mmengine - INFO - Epoch(train) [93][4500/5005] lr: 1.2066e-02 eta: 8:49:26 time: 0.2597 data_time: 0.0031 memory: 2855 loss: 1.1390 2022/12/07 18:14:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:15:11 - mmengine - INFO - Epoch(train) [93][4600/5005] lr: 1.2049e-02 eta: 8:49:03 time: 0.2566 data_time: 0.0030 memory: 2855 loss: 1.0257 2022/12/07 18:15:38 - mmengine - INFO - Epoch(train) [93][4700/5005] lr: 1.2032e-02 eta: 8:48:40 time: 0.2661 data_time: 0.0031 memory: 2855 loss: 1.1755 2022/12/07 18:16:04 - mmengine - INFO - Epoch(train) [93][4800/5005] lr: 1.2015e-02 eta: 8:48:18 time: 0.2581 data_time: 0.0018 memory: 2855 loss: 1.2652 2022/12/07 18:16:25 - mmengine - INFO - Epoch(train) [93][4900/5005] lr: 1.1998e-02 eta: 8:47:54 time: 0.1742 data_time: 0.0021 memory: 2855 loss: 1.2034 2022/12/07 18:16:43 - mmengine - INFO - Epoch(train) [93][5000/5005] lr: 1.1981e-02 eta: 8:47:29 time: 0.1216 data_time: 0.0044 memory: 2855 loss: 1.2900 2022/12/07 18:16:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:16:43 - mmengine - INFO - Saving checkpoint at 93 epochs 2022/12/07 18:16:54 - mmengine - INFO - Epoch(val) [93][100/196] eta: 0:00:07 time: 0.0758 data_time: 0.0530 memory: 2855 2022/12/07 18:17:15 - mmengine - INFO - Epoch(val) [93][196/196] accuracy/top1: 73.6820 accuracy/top5: 91.7860 2022/12/07 18:17:41 - mmengine - INFO - Epoch(train) [94][ 100/5005] lr: 1.1963e-02 eta: 8:47:05 time: 0.2507 data_time: 0.0039 memory: 2855 loss: 1.2447 2022/12/07 18:18:07 - mmengine - INFO - Epoch(train) [94][ 200/5005] lr: 1.1946e-02 eta: 8:46:42 time: 0.2577 data_time: 0.0031 memory: 2855 loss: 0.9922 2022/12/07 18:18:33 - mmengine - INFO - Epoch(train) [94][ 300/5005] lr: 1.1929e-02 eta: 8:46:19 time: 0.2585 data_time: 0.0039 memory: 2855 loss: 1.1104 2022/12/07 18:18:59 - mmengine - INFO - Epoch(train) [94][ 400/5005] lr: 1.1912e-02 eta: 8:45:56 time: 0.2543 data_time: 0.0036 memory: 2855 loss: 1.0362 2022/12/07 18:19:25 - mmengine - INFO - Epoch(train) [94][ 500/5005] lr: 1.1895e-02 eta: 8:45:34 time: 0.2586 data_time: 0.0017 memory: 2855 loss: 1.0631 2022/12/07 18:19:34 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:19:46 - mmengine - INFO - Epoch(train) [94][ 600/5005] lr: 1.1878e-02 eta: 8:45:10 time: 0.1762 data_time: 0.0021 memory: 2855 loss: 1.3396 2022/12/07 18:20:04 - mmengine - INFO - Epoch(train) [94][ 700/5005] lr: 1.1861e-02 eta: 8:44:44 time: 0.1232 data_time: 0.0038 memory: 2855 loss: 0.9766 2022/12/07 18:20:16 - mmengine - INFO - Epoch(train) [94][ 800/5005] lr: 1.1844e-02 eta: 8:44:18 time: 0.1245 data_time: 0.0053 memory: 2855 loss: 1.1524 2022/12/07 18:20:40 - mmengine - INFO - Epoch(train) [94][ 900/5005] lr: 1.1827e-02 eta: 8:43:55 time: 0.2404 data_time: 0.0035 memory: 2855 loss: 1.0240 2022/12/07 18:21:06 - mmengine - INFO - Epoch(train) [94][1000/5005] lr: 1.1811e-02 eta: 8:43:32 time: 0.2626 data_time: 0.0047 memory: 2855 loss: 1.2477 2022/12/07 18:21:33 - mmengine - INFO - Epoch(train) [94][1100/5005] lr: 1.1794e-02 eta: 8:43:09 time: 0.2586 data_time: 0.0028 memory: 2855 loss: 1.1988 2022/12/07 18:21:59 - mmengine - INFO - Epoch(train) [94][1200/5005] lr: 1.1777e-02 eta: 8:42:46 time: 0.2572 data_time: 0.0030 memory: 2855 loss: 1.1407 2022/12/07 18:22:25 - mmengine - INFO - Epoch(train) [94][1300/5005] lr: 1.1760e-02 eta: 8:42:24 time: 0.2526 data_time: 0.0030 memory: 2855 loss: 1.0226 2022/12/07 18:22:51 - mmengine - INFO - Epoch(train) [94][1400/5005] lr: 1.1743e-02 eta: 8:42:01 time: 0.2587 data_time: 0.0018 memory: 2855 loss: 1.1049 2022/12/07 18:23:09 - mmengine - INFO - Epoch(train) [94][1500/5005] lr: 1.1726e-02 eta: 8:41:36 time: 0.1109 data_time: 0.0018 memory: 2855 loss: 0.9933 2022/12/07 18:23:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:23:27 - mmengine - INFO - Epoch(train) [94][1600/5005] lr: 1.1709e-02 eta: 8:41:11 time: 0.1271 data_time: 0.0033 memory: 2855 loss: 1.2404 2022/12/07 18:23:41 - mmengine - INFO - Epoch(train) [94][1700/5005] lr: 1.1693e-02 eta: 8:40:45 time: 0.2592 data_time: 0.0034 memory: 2855 loss: 1.0734 2022/12/07 18:24:06 - mmengine - INFO - Epoch(train) [94][1800/5005] lr: 1.1676e-02 eta: 8:40:22 time: 0.2551 data_time: 0.0037 memory: 2855 loss: 1.2692 2022/12/07 18:24:32 - mmengine - INFO - Epoch(train) [94][1900/5005] lr: 1.1659e-02 eta: 8:39:59 time: 0.2602 data_time: 0.0034 memory: 2855 loss: 1.0388 2022/12/07 18:24:57 - mmengine - INFO - Epoch(train) [94][2000/5005] lr: 1.1642e-02 eta: 8:39:36 time: 0.2570 data_time: 0.0035 memory: 2855 loss: 1.2478 2022/12/07 18:25:23 - mmengine - INFO - Epoch(train) [94][2100/5005] lr: 1.1625e-02 eta: 8:39:14 time: 0.2596 data_time: 0.0035 memory: 2855 loss: 1.1903 2022/12/07 18:25:50 - mmengine - INFO - Epoch(train) [94][2200/5005] lr: 1.1609e-02 eta: 8:38:51 time: 0.2630 data_time: 0.0028 memory: 2855 loss: 1.1820 2022/12/07 18:26:16 - mmengine - INFO - Epoch(train) [94][2300/5005] lr: 1.1592e-02 eta: 8:38:28 time: 0.2629 data_time: 0.0018 memory: 2855 loss: 1.3030 2022/12/07 18:26:34 - mmengine - INFO - Epoch(train) [94][2400/5005] lr: 1.1575e-02 eta: 8:38:03 time: 0.2634 data_time: 0.0017 memory: 2855 loss: 1.1589 2022/12/07 18:26:49 - mmengine - INFO - Epoch(train) [94][2500/5005] lr: 1.1558e-02 eta: 8:37:38 time: 0.1507 data_time: 0.0033 memory: 2855 loss: 1.1574 2022/12/07 18:26:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:27:05 - mmengine - INFO - Epoch(train) [94][2600/5005] lr: 1.1542e-02 eta: 8:37:12 time: 0.2651 data_time: 0.0042 memory: 2855 loss: 1.0876 2022/12/07 18:27:31 - mmengine - INFO - Epoch(train) [94][2700/5005] lr: 1.1525e-02 eta: 8:36:49 time: 0.2620 data_time: 0.0032 memory: 2855 loss: 1.1474 2022/12/07 18:27:57 - mmengine - INFO - Epoch(train) [94][2800/5005] lr: 1.1508e-02 eta: 8:36:26 time: 0.2566 data_time: 0.0034 memory: 2855 loss: 1.3293 2022/12/07 18:28:23 - mmengine - INFO - Epoch(train) [94][2900/5005] lr: 1.1492e-02 eta: 8:36:04 time: 0.2642 data_time: 0.0036 memory: 2855 loss: 1.1829 2022/12/07 18:28:49 - mmengine - INFO - Epoch(train) [94][3000/5005] lr: 1.1475e-02 eta: 8:35:41 time: 0.2566 data_time: 0.0036 memory: 2855 loss: 1.1149 2022/12/07 18:29:15 - mmengine - INFO - Epoch(train) [94][3100/5005] lr: 1.1458e-02 eta: 8:35:18 time: 0.2600 data_time: 0.0029 memory: 2855 loss: 1.0577 2022/12/07 18:29:39 - mmengine - INFO - Epoch(train) [94][3200/5005] lr: 1.1442e-02 eta: 8:34:55 time: 0.1721 data_time: 0.0021 memory: 2855 loss: 1.2049 2022/12/07 18:29:59 - mmengine - INFO - Epoch(train) [94][3300/5005] lr: 1.1425e-02 eta: 8:34:30 time: 0.1213 data_time: 0.0027 memory: 2855 loss: 1.1142 2022/12/07 18:30:11 - mmengine - INFO - Epoch(train) [94][3400/5005] lr: 1.1408e-02 eta: 8:34:04 time: 0.1220 data_time: 0.0031 memory: 2855 loss: 1.1487 2022/12/07 18:30:30 - mmengine - INFO - Epoch(train) [94][3500/5005] lr: 1.1392e-02 eta: 8:33:39 time: 0.2546 data_time: 0.0031 memory: 2855 loss: 1.0145 2022/12/07 18:30:38 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:30:55 - mmengine - INFO - Epoch(train) [94][3600/5005] lr: 1.1375e-02 eta: 8:33:16 time: 0.2581 data_time: 0.0033 memory: 2855 loss: 1.0754 2022/12/07 18:31:21 - mmengine - INFO - Epoch(train) [94][3700/5005] lr: 1.1359e-02 eta: 8:32:53 time: 0.2010 data_time: 0.0035 memory: 2855 loss: 1.2476 2022/12/07 18:31:47 - mmengine - INFO - Epoch(train) [94][3800/5005] lr: 1.1342e-02 eta: 8:32:31 time: 0.2621 data_time: 0.0034 memory: 2855 loss: 1.2158 2022/12/07 18:32:13 - mmengine - INFO - Epoch(train) [94][3900/5005] lr: 1.1325e-02 eta: 8:32:08 time: 0.2622 data_time: 0.0037 memory: 2855 loss: 1.2080 2022/12/07 18:32:39 - mmengine - INFO - Epoch(train) [94][4000/5005] lr: 1.1309e-02 eta: 8:31:45 time: 0.2582 data_time: 0.0030 memory: 2855 loss: 1.2690 2022/12/07 18:33:02 - mmengine - INFO - Epoch(train) [94][4100/5005] lr: 1.1292e-02 eta: 8:31:21 time: 0.1711 data_time: 0.0020 memory: 2855 loss: 1.3537 2022/12/07 18:33:20 - mmengine - INFO - Epoch(train) [94][4200/5005] lr: 1.1276e-02 eta: 8:30:57 time: 0.1238 data_time: 0.0040 memory: 2855 loss: 1.0340 2022/12/07 18:33:33 - mmengine - INFO - Epoch(train) [94][4300/5005] lr: 1.1259e-02 eta: 8:30:30 time: 0.1201 data_time: 0.0040 memory: 2855 loss: 1.2406 2022/12/07 18:33:53 - mmengine - INFO - Epoch(train) [94][4400/5005] lr: 1.1243e-02 eta: 8:30:06 time: 0.2643 data_time: 0.0027 memory: 2855 loss: 1.1157 2022/12/07 18:34:17 - mmengine - INFO - Epoch(train) [94][4500/5005] lr: 1.1226e-02 eta: 8:29:43 time: 0.2610 data_time: 0.0033 memory: 2855 loss: 1.1979 2022/12/07 18:34:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:34:43 - mmengine - INFO - Epoch(train) [94][4600/5005] lr: 1.1210e-02 eta: 8:29:20 time: 0.2668 data_time: 0.0034 memory: 2855 loss: 1.1644 2022/12/07 18:35:09 - mmengine - INFO - Epoch(train) [94][4700/5005] lr: 1.1193e-02 eta: 8:28:57 time: 0.2580 data_time: 0.0035 memory: 2855 loss: 1.0826 2022/12/07 18:35:35 - mmengine - INFO - Epoch(train) [94][4800/5005] lr: 1.1177e-02 eta: 8:28:34 time: 0.2534 data_time: 0.0033 memory: 2855 loss: 1.2504 2022/12/07 18:36:01 - mmengine - INFO - Epoch(train) [94][4900/5005] lr: 1.1160e-02 eta: 8:28:12 time: 0.2557 data_time: 0.0021 memory: 2855 loss: 1.0932 2022/12/07 18:36:23 - mmengine - INFO - Epoch(train) [94][5000/5005] lr: 1.1144e-02 eta: 8:27:48 time: 0.1751 data_time: 0.0030 memory: 2855 loss: 1.2144 2022/12/07 18:36:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:36:24 - mmengine - INFO - Saving checkpoint at 94 epochs 2022/12/07 18:36:31 - mmengine - INFO - Epoch(val) [94][100/196] eta: 0:00:04 time: 0.0352 data_time: 0.0160 memory: 2855 2022/12/07 18:36:45 - mmengine - INFO - Epoch(val) [94][196/196] accuracy/top1: 73.4960 accuracy/top5: 91.7320 2022/12/07 18:36:58 - mmengine - INFO - Epoch(train) [95][ 100/5005] lr: 1.1126e-02 eta: 8:27:20 time: 0.1291 data_time: 0.0039 memory: 2855 loss: 1.0548 2022/12/07 18:37:24 - mmengine - INFO - Epoch(train) [95][ 200/5005] lr: 1.1110e-02 eta: 8:26:57 time: 0.2648 data_time: 0.0041 memory: 2855 loss: 0.9904 2022/12/07 18:37:50 - mmengine - INFO - Epoch(train) [95][ 300/5005] lr: 1.1094e-02 eta: 8:26:35 time: 0.2550 data_time: 0.0030 memory: 2855 loss: 1.1124 2022/12/07 18:38:16 - mmengine - INFO - Epoch(train) [95][ 400/5005] lr: 1.1077e-02 eta: 8:26:12 time: 0.2662 data_time: 0.0032 memory: 2855 loss: 1.3027 2022/12/07 18:38:42 - mmengine - INFO - Epoch(train) [95][ 500/5005] lr: 1.1061e-02 eta: 8:25:49 time: 0.2552 data_time: 0.0034 memory: 2855 loss: 1.1171 2022/12/07 18:38:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:39:08 - mmengine - INFO - Epoch(train) [95][ 600/5005] lr: 1.1044e-02 eta: 8:25:27 time: 0.2630 data_time: 0.0029 memory: 2855 loss: 1.1440 2022/12/07 18:39:34 - mmengine - INFO - Epoch(train) [95][ 700/5005] lr: 1.1028e-02 eta: 8:25:04 time: 0.2504 data_time: 0.0018 memory: 2855 loss: 0.9816 2022/12/07 18:39:53 - mmengine - INFO - Epoch(train) [95][ 800/5005] lr: 1.1012e-02 eta: 8:24:39 time: 0.2575 data_time: 0.0017 memory: 2855 loss: 1.2297 2022/12/07 18:40:07 - mmengine - INFO - Epoch(train) [95][ 900/5005] lr: 1.0995e-02 eta: 8:24:13 time: 0.1234 data_time: 0.0034 memory: 2855 loss: 1.2491 2022/12/07 18:40:23 - mmengine - INFO - Epoch(train) [95][1000/5005] lr: 1.0979e-02 eta: 8:23:48 time: 0.2659 data_time: 0.0039 memory: 2855 loss: 1.2451 2022/12/07 18:40:48 - mmengine - INFO - Epoch(train) [95][1100/5005] lr: 1.0962e-02 eta: 8:23:25 time: 0.2646 data_time: 0.0031 memory: 2855 loss: 1.2557 2022/12/07 18:41:14 - mmengine - INFO - Epoch(train) [95][1200/5005] lr: 1.0946e-02 eta: 8:23:02 time: 0.2545 data_time: 0.0033 memory: 2855 loss: 1.0389 2022/12/07 18:41:40 - mmengine - INFO - Epoch(train) [95][1300/5005] lr: 1.0930e-02 eta: 8:22:39 time: 0.2630 data_time: 0.0035 memory: 2855 loss: 1.3401 2022/12/07 18:42:06 - mmengine - INFO - Epoch(train) [95][1400/5005] lr: 1.0913e-02 eta: 8:22:16 time: 0.2772 data_time: 0.0038 memory: 2855 loss: 0.9205 2022/12/07 18:42:33 - mmengine - INFO - Epoch(train) [95][1500/5005] lr: 1.0897e-02 eta: 8:21:54 time: 0.2551 data_time: 0.0030 memory: 2855 loss: 1.1907 2022/12/07 18:42:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:42:58 - mmengine - INFO - Epoch(train) [95][1600/5005] lr: 1.0881e-02 eta: 8:21:31 time: 0.1701 data_time: 0.0020 memory: 2855 loss: 1.2919 2022/12/07 18:43:17 - mmengine - INFO - Epoch(train) [95][1700/5005] lr: 1.0865e-02 eta: 8:21:06 time: 0.2575 data_time: 0.0017 memory: 2855 loss: 0.9262 2022/12/07 18:43:30 - mmengine - INFO - Epoch(train) [95][1800/5005] lr: 1.0848e-02 eta: 8:20:40 time: 0.1262 data_time: 0.0047 memory: 2855 loss: 0.9251 2022/12/07 18:43:48 - mmengine - INFO - Epoch(train) [95][1900/5005] lr: 1.0832e-02 eta: 8:20:15 time: 0.2583 data_time: 0.0032 memory: 2855 loss: 1.0851 2022/12/07 18:44:13 - mmengine - INFO - Epoch(train) [95][2000/5005] lr: 1.0816e-02 eta: 8:19:52 time: 0.2551 data_time: 0.0032 memory: 2855 loss: 0.9663 2022/12/07 18:44:38 - mmengine - INFO - Epoch(train) [95][2100/5005] lr: 1.0800e-02 eta: 8:19:29 time: 0.2598 data_time: 0.0031 memory: 2855 loss: 1.1385 2022/12/07 18:45:03 - mmengine - INFO - Epoch(train) [95][2200/5005] lr: 1.0783e-02 eta: 8:19:06 time: 0.2218 data_time: 0.0050 memory: 2855 loss: 1.0912 2022/12/07 18:45:28 - mmengine - INFO - Epoch(train) [95][2300/5005] lr: 1.0767e-02 eta: 8:18:43 time: 0.2631 data_time: 0.0034 memory: 2855 loss: 1.1984 2022/12/07 18:45:53 - mmengine - INFO - Epoch(train) [95][2400/5005] lr: 1.0751e-02 eta: 8:18:20 time: 0.2621 data_time: 0.0027 memory: 2855 loss: 1.1407 2022/12/07 18:46:18 - mmengine - INFO - Epoch(train) [95][2500/5005] lr: 1.0735e-02 eta: 8:17:57 time: 0.1758 data_time: 0.0020 memory: 2855 loss: 0.9502 2022/12/07 18:46:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:46:37 - mmengine - INFO - Epoch(train) [95][2600/5005] lr: 1.0719e-02 eta: 8:17:32 time: 0.1855 data_time: 0.0023 memory: 2855 loss: 1.1847 2022/12/07 18:46:50 - mmengine - INFO - Epoch(train) [95][2700/5005] lr: 1.0702e-02 eta: 8:17:06 time: 0.1386 data_time: 0.0032 memory: 2855 loss: 1.0222 2022/12/07 18:47:09 - mmengine - INFO - Epoch(train) [95][2800/5005] lr: 1.0686e-02 eta: 8:16:41 time: 0.2573 data_time: 0.0033 memory: 2855 loss: 1.2602 2022/12/07 18:47:34 - mmengine - INFO - Epoch(train) [95][2900/5005] lr: 1.0670e-02 eta: 8:16:18 time: 0.2651 data_time: 0.0030 memory: 2855 loss: 0.9184 2022/12/07 18:47:59 - mmengine - INFO - Epoch(train) [95][3000/5005] lr: 1.0654e-02 eta: 8:15:55 time: 0.2629 data_time: 0.0036 memory: 2855 loss: 1.1639 2022/12/07 18:48:25 - mmengine - INFO - Epoch(train) [95][3100/5005] lr: 1.0638e-02 eta: 8:15:33 time: 0.2647 data_time: 0.0032 memory: 2855 loss: 1.3533 2022/12/07 18:48:50 - mmengine - INFO - Epoch(train) [95][3200/5005] lr: 1.0622e-02 eta: 8:15:09 time: 0.2614 data_time: 0.0033 memory: 2855 loss: 1.1943 2022/12/07 18:49:16 - mmengine - INFO - Epoch(train) [95][3300/5005] lr: 1.0606e-02 eta: 8:14:47 time: 0.2566 data_time: 0.0031 memory: 2855 loss: 1.1105 2022/12/07 18:49:39 - mmengine - INFO - Epoch(train) [95][3400/5005] lr: 1.0589e-02 eta: 8:14:23 time: 0.1743 data_time: 0.0021 memory: 2855 loss: 1.1024 2022/12/07 18:49:58 - mmengine - INFO - Epoch(train) [95][3500/5005] lr: 1.0573e-02 eta: 8:13:59 time: 0.1218 data_time: 0.0033 memory: 2855 loss: 1.0066 2022/12/07 18:50:02 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:50:11 - mmengine - INFO - Epoch(train) [95][3600/5005] lr: 1.0557e-02 eta: 8:13:32 time: 0.1222 data_time: 0.0046 memory: 2855 loss: 1.1922 2022/12/07 18:50:30 - mmengine - INFO - Epoch(train) [95][3700/5005] lr: 1.0541e-02 eta: 8:13:08 time: 0.2577 data_time: 0.0041 memory: 2855 loss: 1.2198 2022/12/07 18:50:56 - mmengine - INFO - Epoch(train) [95][3800/5005] lr: 1.0525e-02 eta: 8:12:45 time: 0.2628 data_time: 0.0042 memory: 2855 loss: 1.1911 2022/12/07 18:51:22 - mmengine - INFO - Epoch(train) [95][3900/5005] lr: 1.0509e-02 eta: 8:12:22 time: 0.2528 data_time: 0.0033 memory: 2855 loss: 1.1082 2022/12/07 18:51:48 - mmengine - INFO - Epoch(train) [95][4000/5005] lr: 1.0493e-02 eta: 8:11:59 time: 0.2604 data_time: 0.0032 memory: 2855 loss: 1.1567 2022/12/07 18:52:14 - mmengine - INFO - Epoch(train) [95][4100/5005] lr: 1.0477e-02 eta: 8:11:37 time: 0.2553 data_time: 0.0034 memory: 2855 loss: 1.1996 2022/12/07 18:52:40 - mmengine - INFO - Epoch(train) [95][4200/5005] lr: 1.0461e-02 eta: 8:11:14 time: 0.2570 data_time: 0.0024 memory: 2855 loss: 1.0539 2022/12/07 18:53:02 - mmengine - INFO - Epoch(train) [95][4300/5005] lr: 1.0445e-02 eta: 8:10:50 time: 0.1708 data_time: 0.0021 memory: 2855 loss: 1.1885 2022/12/07 18:53:20 - mmengine - INFO - Epoch(train) [95][4400/5005] lr: 1.0429e-02 eta: 8:10:25 time: 0.1269 data_time: 0.0049 memory: 2855 loss: 1.2266 2022/12/07 18:53:33 - mmengine - INFO - Epoch(train) [95][4500/5005] lr: 1.0413e-02 eta: 8:09:59 time: 0.1202 data_time: 0.0032 memory: 2855 loss: 1.4210 2022/12/07 18:53:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:53:54 - mmengine - INFO - Epoch(train) [95][4600/5005] lr: 1.0397e-02 eta: 8:09:35 time: 0.2594 data_time: 0.0030 memory: 2855 loss: 1.1492 2022/12/07 18:54:18 - mmengine - INFO - Epoch(train) [95][4700/5005] lr: 1.0381e-02 eta: 8:09:12 time: 0.1964 data_time: 0.0036 memory: 2855 loss: 1.1530 2022/12/07 18:54:43 - mmengine - INFO - Epoch(train) [95][4800/5005] lr: 1.0365e-02 eta: 8:08:49 time: 0.2646 data_time: 0.0035 memory: 2855 loss: 1.1260 2022/12/07 18:55:08 - mmengine - INFO - Epoch(train) [95][4900/5005] lr: 1.0349e-02 eta: 8:08:26 time: 0.2525 data_time: 0.0032 memory: 2855 loss: 0.9837 2022/12/07 18:55:35 - mmengine - INFO - Epoch(train) [95][5000/5005] lr: 1.0333e-02 eta: 8:08:03 time: 0.2615 data_time: 0.0044 memory: 2855 loss: 1.2628 2022/12/07 18:55:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:55:36 - mmengine - INFO - Saving checkpoint at 95 epochs 2022/12/07 18:55:46 - mmengine - INFO - Epoch(val) [95][100/196] eta: 0:00:07 time: 0.0729 data_time: 0.0293 memory: 2855 2022/12/07 18:56:04 - mmengine - INFO - Epoch(val) [95][196/196] accuracy/top1: 73.8320 accuracy/top5: 91.9080 2022/12/07 18:56:26 - mmengine - INFO - Epoch(train) [96][ 100/5005] lr: 1.0317e-02 eta: 8:07:38 time: 0.1742 data_time: 0.0020 memory: 2855 loss: 0.9642 2022/12/07 18:56:44 - mmengine - INFO - Epoch(train) [96][ 200/5005] lr: 1.0301e-02 eta: 8:07:13 time: 0.1235 data_time: 0.0032 memory: 2855 loss: 1.0002 2022/12/07 18:56:56 - mmengine - INFO - Epoch(train) [96][ 300/5005] lr: 1.0285e-02 eta: 8:06:47 time: 0.1236 data_time: 0.0042 memory: 2855 loss: 1.1416 2022/12/07 18:57:18 - mmengine - INFO - Epoch(train) [96][ 400/5005] lr: 1.0269e-02 eta: 8:06:23 time: 0.2627 data_time: 0.0033 memory: 2855 loss: 1.1497 2022/12/07 18:57:43 - mmengine - INFO - Epoch(train) [96][ 500/5005] lr: 1.0253e-02 eta: 8:06:00 time: 0.2549 data_time: 0.0039 memory: 2855 loss: 1.1416 2022/12/07 18:57:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 18:58:10 - mmengine - INFO - Epoch(train) [96][ 600/5005] lr: 1.0237e-02 eta: 8:05:37 time: 0.2635 data_time: 0.0031 memory: 2855 loss: 1.1328 2022/12/07 18:58:36 - mmengine - INFO - Epoch(train) [96][ 700/5005] lr: 1.0221e-02 eta: 8:05:15 time: 0.2641 data_time: 0.0045 memory: 2855 loss: 1.1378 2022/12/07 18:59:02 - mmengine - INFO - Epoch(train) [96][ 800/5005] lr: 1.0205e-02 eta: 8:04:52 time: 0.2635 data_time: 0.0032 memory: 2855 loss: 1.2466 2022/12/07 18:59:28 - mmengine - INFO - Epoch(train) [96][ 900/5005] lr: 1.0190e-02 eta: 8:04:29 time: 0.2635 data_time: 0.0018 memory: 2855 loss: 1.1119 2022/12/07 18:59:49 - mmengine - INFO - Epoch(train) [96][1000/5005] lr: 1.0174e-02 eta: 8:04:05 time: 0.1796 data_time: 0.0021 memory: 2855 loss: 1.1434 2022/12/07 19:00:06 - mmengine - INFO - Epoch(train) [96][1100/5005] lr: 1.0158e-02 eta: 8:03:40 time: 0.1238 data_time: 0.0031 memory: 2855 loss: 1.0384 2022/12/07 19:00:19 - mmengine - INFO - Epoch(train) [96][1200/5005] lr: 1.0142e-02 eta: 8:03:14 time: 0.1224 data_time: 0.0032 memory: 2855 loss: 1.0443 2022/12/07 19:00:44 - mmengine - INFO - Epoch(train) [96][1300/5005] lr: 1.0126e-02 eta: 8:02:51 time: 0.2644 data_time: 0.0034 memory: 2855 loss: 1.1653 2022/12/07 19:01:10 - mmengine - INFO - Epoch(train) [96][1400/5005] lr: 1.0111e-02 eta: 8:02:28 time: 0.2568 data_time: 0.0032 memory: 2855 loss: 1.1441 2022/12/07 19:01:36 - mmengine - INFO - Epoch(train) [96][1500/5005] lr: 1.0095e-02 eta: 8:02:05 time: 0.2615 data_time: 0.0035 memory: 2855 loss: 1.1754 2022/12/07 19:01:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:02:02 - mmengine - INFO - Epoch(train) [96][1600/5005] lr: 1.0079e-02 eta: 8:01:42 time: 0.2651 data_time: 0.0031 memory: 2855 loss: 1.1944 2022/12/07 19:02:28 - mmengine - INFO - Epoch(train) [96][1700/5005] lr: 1.0063e-02 eta: 8:01:20 time: 0.2628 data_time: 0.0034 memory: 2855 loss: 1.2285 2022/12/07 19:02:54 - mmengine - INFO - Epoch(train) [96][1800/5005] lr: 1.0048e-02 eta: 8:00:57 time: 0.2582 data_time: 0.0018 memory: 2855 loss: 1.1959 2022/12/07 19:03:13 - mmengine - INFO - Epoch(train) [96][1900/5005] lr: 1.0032e-02 eta: 8:00:32 time: 0.2009 data_time: 0.0018 memory: 2855 loss: 1.1586 2022/12/07 19:03:30 - mmengine - INFO - Epoch(train) [96][2000/5005] lr: 1.0016e-02 eta: 8:00:07 time: 0.1256 data_time: 0.0045 memory: 2855 loss: 1.0955 2022/12/07 19:03:44 - mmengine - INFO - Epoch(train) [96][2100/5005] lr: 1.0001e-02 eta: 7:59:41 time: 0.2764 data_time: 0.0039 memory: 2855 loss: 1.3562 2022/12/07 19:04:09 - mmengine - INFO - Epoch(train) [96][2200/5005] lr: 9.9849e-03 eta: 7:59:18 time: 0.2574 data_time: 0.0030 memory: 2855 loss: 1.0911 2022/12/07 19:04:35 - mmengine - INFO - Epoch(train) [96][2300/5005] lr: 9.9692e-03 eta: 7:58:56 time: 0.2638 data_time: 0.0029 memory: 2855 loss: 1.3977 2022/12/07 19:05:01 - mmengine - INFO - Epoch(train) [96][2400/5005] lr: 9.9535e-03 eta: 7:58:33 time: 0.2554 data_time: 0.0035 memory: 2855 loss: 1.0816 2022/12/07 19:05:27 - mmengine - INFO - Epoch(train) [96][2500/5005] lr: 9.9379e-03 eta: 7:58:10 time: 0.2629 data_time: 0.0034 memory: 2855 loss: 1.1880 2022/12/07 19:05:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:05:52 - mmengine - INFO - Epoch(train) [96][2600/5005] lr: 9.9222e-03 eta: 7:57:47 time: 0.2565 data_time: 0.0039 memory: 2855 loss: 1.0415 2022/12/07 19:06:18 - mmengine - INFO - Epoch(train) [96][2700/5005] lr: 9.9066e-03 eta: 7:57:24 time: 0.2219 data_time: 0.0018 memory: 2855 loss: 1.2383 2022/12/07 19:06:37 - mmengine - INFO - Epoch(train) [96][2800/5005] lr: 9.8910e-03 eta: 7:57:00 time: 0.2653 data_time: 0.0017 memory: 2855 loss: 1.1879 2022/12/07 19:06:52 - mmengine - INFO - Epoch(train) [96][2900/5005] lr: 9.8753e-03 eta: 7:56:34 time: 0.1309 data_time: 0.0035 memory: 2855 loss: 1.0922 2022/12/07 19:07:07 - mmengine - INFO - Epoch(train) [96][3000/5005] lr: 9.8597e-03 eta: 7:56:09 time: 0.2693 data_time: 0.0034 memory: 2855 loss: 1.2580 2022/12/07 19:07:33 - mmengine - INFO - Epoch(train) [96][3100/5005] lr: 9.8442e-03 eta: 7:55:46 time: 0.2654 data_time: 0.0031 memory: 2855 loss: 1.0242 2022/12/07 19:08:00 - mmengine - INFO - Epoch(train) [96][3200/5005] lr: 9.8286e-03 eta: 7:55:23 time: 0.2576 data_time: 0.0032 memory: 2855 loss: 1.0935 2022/12/07 19:08:25 - mmengine - INFO - Epoch(train) [96][3300/5005] lr: 9.8130e-03 eta: 7:55:00 time: 0.2103 data_time: 0.0035 memory: 2855 loss: 1.1995 2022/12/07 19:08:51 - mmengine - INFO - Epoch(train) [96][3400/5005] lr: 9.7975e-03 eta: 7:54:38 time: 0.2662 data_time: 0.0035 memory: 2855 loss: 1.0619 2022/12/07 19:09:17 - mmengine - INFO - Epoch(train) [96][3500/5005] lr: 9.7819e-03 eta: 7:54:15 time: 0.2647 data_time: 0.0032 memory: 2855 loss: 1.1343 2022/12/07 19:09:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:09:41 - mmengine - INFO - Epoch(train) [96][3600/5005] lr: 9.7664e-03 eta: 7:53:51 time: 0.1747 data_time: 0.0022 memory: 2855 loss: 0.9890 2022/12/07 19:10:01 - mmengine - INFO - Epoch(train) [96][3700/5005] lr: 9.7509e-03 eta: 7:53:27 time: 0.2610 data_time: 0.0019 memory: 2855 loss: 0.9795 2022/12/07 19:10:14 - mmengine - INFO - Epoch(train) [96][3800/5005] lr: 9.7353e-03 eta: 7:53:01 time: 0.1234 data_time: 0.0032 memory: 2855 loss: 1.1326 2022/12/07 19:10:30 - mmengine - INFO - Epoch(train) [96][3900/5005] lr: 9.7198e-03 eta: 7:52:36 time: 0.2635 data_time: 0.0042 memory: 2855 loss: 1.2664 2022/12/07 19:10:54 - mmengine - INFO - Epoch(train) [96][4000/5005] lr: 9.7044e-03 eta: 7:52:12 time: 0.2575 data_time: 0.0032 memory: 2855 loss: 1.0902 2022/12/07 19:11:19 - mmengine - INFO - Epoch(train) [96][4100/5005] lr: 9.6889e-03 eta: 7:51:49 time: 0.2636 data_time: 0.0036 memory: 2855 loss: 1.2444 2022/12/07 19:11:44 - mmengine - INFO - Epoch(train) [96][4200/5005] lr: 9.6734e-03 eta: 7:51:26 time: 0.2561 data_time: 0.0033 memory: 2855 loss: 1.1826 2022/12/07 19:12:10 - mmengine - INFO - Epoch(train) [96][4300/5005] lr: 9.6580e-03 eta: 7:51:04 time: 0.2574 data_time: 0.0032 memory: 2855 loss: 1.3066 2022/12/07 19:12:36 - mmengine - INFO - Epoch(train) [96][4400/5005] lr: 9.6425e-03 eta: 7:50:41 time: 0.2619 data_time: 0.0030 memory: 2855 loss: 1.2047 2022/12/07 19:13:01 - mmengine - INFO - Epoch(train) [96][4500/5005] lr: 9.6271e-03 eta: 7:50:18 time: 0.2029 data_time: 0.0020 memory: 2855 loss: 1.1316 2022/12/07 19:13:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:13:20 - mmengine - INFO - Epoch(train) [96][4600/5005] lr: 9.6117e-03 eta: 7:49:53 time: 0.2608 data_time: 0.0017 memory: 2855 loss: 1.1928 2022/12/07 19:13:34 - mmengine - INFO - Epoch(train) [96][4700/5005] lr: 9.5962e-03 eta: 7:49:28 time: 0.1246 data_time: 0.0030 memory: 2855 loss: 1.1867 2022/12/07 19:13:51 - mmengine - INFO - Epoch(train) [96][4800/5005] lr: 9.5808e-03 eta: 7:49:03 time: 0.2644 data_time: 0.0029 memory: 2855 loss: 0.9499 2022/12/07 19:14:17 - mmengine - INFO - Epoch(train) [96][4900/5005] lr: 9.5655e-03 eta: 7:48:40 time: 0.2564 data_time: 0.0037 memory: 2855 loss: 1.0779 2022/12/07 19:14:43 - mmengine - INFO - Epoch(train) [96][5000/5005] lr: 9.5501e-03 eta: 7:48:17 time: 0.2574 data_time: 0.0041 memory: 2855 loss: 1.1493 2022/12/07 19:14:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:14:44 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/12/07 19:14:55 - mmengine - INFO - Epoch(val) [96][100/196] eta: 0:00:08 time: 0.0864 data_time: 0.0398 memory: 2855 2022/12/07 19:15:16 - mmengine - INFO - Epoch(val) [96][196/196] accuracy/top1: 74.0280 accuracy/top5: 91.9780 2022/12/07 19:15:43 - mmengine - INFO - Epoch(train) [97][ 100/5005] lr: 9.5339e-03 eta: 7:47:53 time: 0.2599 data_time: 0.0032 memory: 2855 loss: 1.1067 2022/12/07 19:16:09 - mmengine - INFO - Epoch(train) [97][ 200/5005] lr: 9.5186e-03 eta: 7:47:30 time: 0.2569 data_time: 0.0021 memory: 2855 loss: 1.2062 2022/12/07 19:16:30 - mmengine - INFO - Epoch(train) [97][ 300/5005] lr: 9.5032e-03 eta: 7:47:06 time: 0.1705 data_time: 0.0022 memory: 2855 loss: 1.1010 2022/12/07 19:16:49 - mmengine - INFO - Epoch(train) [97][ 400/5005] lr: 9.4879e-03 eta: 7:46:42 time: 0.1265 data_time: 0.0040 memory: 2855 loss: 0.8903 2022/12/07 19:17:01 - mmengine - INFO - Epoch(train) [97][ 500/5005] lr: 9.4726e-03 eta: 7:46:16 time: 0.1242 data_time: 0.0028 memory: 2855 loss: 0.9492 2022/12/07 19:17:04 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:17:25 - mmengine - INFO - Epoch(train) [97][ 600/5005] lr: 9.4573e-03 eta: 7:45:52 time: 0.2553 data_time: 0.0047 memory: 2855 loss: 0.9305 2022/12/07 19:17:51 - mmengine - INFO - Epoch(train) [97][ 700/5005] lr: 9.4420e-03 eta: 7:45:30 time: 0.2678 data_time: 0.0032 memory: 2855 loss: 1.1502 2022/12/07 19:18:18 - mmengine - INFO - Epoch(train) [97][ 800/5005] lr: 9.4267e-03 eta: 7:45:07 time: 0.2580 data_time: 0.0043 memory: 2855 loss: 0.9660 2022/12/07 19:18:44 - mmengine - INFO - Epoch(train) [97][ 900/5005] lr: 9.4114e-03 eta: 7:44:44 time: 0.2636 data_time: 0.0034 memory: 2855 loss: 1.1104 2022/12/07 19:19:10 - mmengine - INFO - Epoch(train) [97][1000/5005] lr: 9.3961e-03 eta: 7:44:21 time: 0.2557 data_time: 0.0031 memory: 2855 loss: 0.9135 2022/12/07 19:19:36 - mmengine - INFO - Epoch(train) [97][1100/5005] lr: 9.3809e-03 eta: 7:43:59 time: 0.2595 data_time: 0.0018 memory: 2855 loss: 1.3141 2022/12/07 19:19:56 - mmengine - INFO - Epoch(train) [97][1200/5005] lr: 9.3656e-03 eta: 7:43:34 time: 0.2112 data_time: 0.0020 memory: 2855 loss: 1.0798 2022/12/07 19:20:13 - mmengine - INFO - Epoch(train) [97][1300/5005] lr: 9.3504e-03 eta: 7:43:09 time: 0.1255 data_time: 0.0029 memory: 2855 loss: 1.1921 2022/12/07 19:20:26 - mmengine - INFO - Epoch(train) [97][1400/5005] lr: 9.3352e-03 eta: 7:42:43 time: 0.1607 data_time: 0.0044 memory: 2855 loss: 1.0607 2022/12/07 19:20:52 - mmengine - INFO - Epoch(train) [97][1500/5005] lr: 9.3200e-03 eta: 7:42:21 time: 0.2734 data_time: 0.0053 memory: 2855 loss: 1.1020 2022/12/07 19:20:57 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:21:18 - mmengine - INFO - Epoch(train) [97][1600/5005] lr: 9.3048e-03 eta: 7:41:58 time: 0.2567 data_time: 0.0031 memory: 2855 loss: 1.0914 2022/12/07 19:21:44 - mmengine - INFO - Epoch(train) [97][1700/5005] lr: 9.2896e-03 eta: 7:41:35 time: 0.2543 data_time: 0.0034 memory: 2855 loss: 0.8437 2022/12/07 19:22:10 - mmengine - INFO - Epoch(train) [97][1800/5005] lr: 9.2744e-03 eta: 7:41:12 time: 0.2315 data_time: 0.0034 memory: 2855 loss: 1.2210 2022/12/07 19:22:37 - mmengine - INFO - Epoch(train) [97][1900/5005] lr: 9.2592e-03 eta: 7:40:50 time: 0.2660 data_time: 0.0032 memory: 2855 loss: 1.1599 2022/12/07 19:23:02 - mmengine - INFO - Epoch(train) [97][2000/5005] lr: 9.2441e-03 eta: 7:40:27 time: 0.2562 data_time: 0.0019 memory: 2855 loss: 1.1670 2022/12/07 19:23:21 - mmengine - INFO - Epoch(train) [97][2100/5005] lr: 9.2289e-03 eta: 7:40:02 time: 0.2648 data_time: 0.0017 memory: 2855 loss: 1.0705 2022/12/07 19:23:37 - mmengine - INFO - Epoch(train) [97][2200/5005] lr: 9.2138e-03 eta: 7:39:37 time: 0.1235 data_time: 0.0031 memory: 2855 loss: 1.0624 2022/12/07 19:23:52 - mmengine - INFO - Epoch(train) [97][2300/5005] lr: 9.1987e-03 eta: 7:39:11 time: 0.2684 data_time: 0.0032 memory: 2855 loss: 1.1700 2022/12/07 19:24:17 - mmengine - INFO - Epoch(train) [97][2400/5005] lr: 9.1836e-03 eta: 7:38:48 time: 0.2532 data_time: 0.0031 memory: 2855 loss: 1.1525 2022/12/07 19:24:42 - mmengine - INFO - Epoch(train) [97][2500/5005] lr: 9.1685e-03 eta: 7:38:25 time: 0.2540 data_time: 0.0030 memory: 2855 loss: 1.0983 2022/12/07 19:24:47 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:25:08 - mmengine - INFO - Epoch(train) [97][2600/5005] lr: 9.1534e-03 eta: 7:38:03 time: 0.2566 data_time: 0.0030 memory: 2855 loss: 1.1962 2022/12/07 19:25:35 - mmengine - INFO - Epoch(train) [97][2700/5005] lr: 9.1383e-03 eta: 7:37:40 time: 0.2647 data_time: 0.0032 memory: 2855 loss: 1.0419 2022/12/07 19:26:01 - mmengine - INFO - Epoch(train) [97][2800/5005] lr: 9.1232e-03 eta: 7:37:17 time: 0.2656 data_time: 0.0029 memory: 2855 loss: 1.2350 2022/12/07 19:26:27 - mmengine - INFO - Epoch(train) [97][2900/5005] lr: 9.1082e-03 eta: 7:36:54 time: 0.2349 data_time: 0.0018 memory: 2855 loss: 1.1873 2022/12/07 19:26:46 - mmengine - INFO - Epoch(train) [97][3000/5005] lr: 9.0931e-03 eta: 7:36:30 time: 0.2638 data_time: 0.0017 memory: 2855 loss: 1.0928 2022/12/07 19:27:00 - mmengine - INFO - Epoch(train) [97][3100/5005] lr: 9.0781e-03 eta: 7:36:04 time: 0.1226 data_time: 0.0033 memory: 2855 loss: 1.0784 2022/12/07 19:27:16 - mmengine - INFO - Epoch(train) [97][3200/5005] lr: 9.0631e-03 eta: 7:35:39 time: 0.2636 data_time: 0.0033 memory: 2855 loss: 1.2704 2022/12/07 19:27:40 - mmengine - INFO - Epoch(train) [97][3300/5005] lr: 9.0480e-03 eta: 7:35:16 time: 0.2602 data_time: 0.0036 memory: 2855 loss: 1.1087 2022/12/07 19:28:05 - mmengine - INFO - Epoch(train) [97][3400/5005] lr: 9.0330e-03 eta: 7:34:53 time: 0.2643 data_time: 0.0038 memory: 2855 loss: 1.1851 2022/12/07 19:28:31 - mmengine - INFO - Epoch(train) [97][3500/5005] lr: 9.0181e-03 eta: 7:34:30 time: 0.2632 data_time: 0.0031 memory: 2855 loss: 1.1152 2022/12/07 19:28:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:28:57 - mmengine - INFO - Epoch(train) [97][3600/5005] lr: 9.0031e-03 eta: 7:34:07 time: 0.2639 data_time: 0.0051 memory: 2855 loss: 1.2496 2022/12/07 19:29:22 - mmengine - INFO - Epoch(train) [97][3700/5005] lr: 8.9881e-03 eta: 7:33:44 time: 0.2631 data_time: 0.0027 memory: 2855 loss: 1.2110 2022/12/07 19:29:47 - mmengine - INFO - Epoch(train) [97][3800/5005] lr: 8.9732e-03 eta: 7:33:21 time: 0.1722 data_time: 0.0019 memory: 2855 loss: 1.2182 2022/12/07 19:30:07 - mmengine - INFO - Epoch(train) [97][3900/5005] lr: 8.9582e-03 eta: 7:32:57 time: 0.2617 data_time: 0.0017 memory: 2855 loss: 1.0669 2022/12/07 19:30:20 - mmengine - INFO - Epoch(train) [97][4000/5005] lr: 8.9433e-03 eta: 7:32:31 time: 0.1378 data_time: 0.0031 memory: 2855 loss: 1.0809 2022/12/07 19:30:37 - mmengine - INFO - Epoch(train) [97][4100/5005] lr: 8.9284e-03 eta: 7:32:06 time: 0.2574 data_time: 0.0035 memory: 2855 loss: 1.1278 2022/12/07 19:31:02 - mmengine - INFO - Epoch(train) [97][4200/5005] lr: 8.9135e-03 eta: 7:31:43 time: 0.2643 data_time: 0.0031 memory: 2855 loss: 0.9753 2022/12/07 19:31:28 - mmengine - INFO - Epoch(train) [97][4300/5005] lr: 8.8986e-03 eta: 7:31:20 time: 0.2638 data_time: 0.0032 memory: 2855 loss: 1.1690 2022/12/07 19:31:54 - mmengine - INFO - Epoch(train) [97][4400/5005] lr: 8.8837e-03 eta: 7:30:57 time: 0.2495 data_time: 0.0029 memory: 2855 loss: 1.1872 2022/12/07 19:32:20 - mmengine - INFO - Epoch(train) [97][4500/5005] lr: 8.8688e-03 eta: 7:30:35 time: 0.2612 data_time: 0.0035 memory: 2855 loss: 1.1729 2022/12/07 19:32:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:32:46 - mmengine - INFO - Epoch(train) [97][4600/5005] lr: 8.8539e-03 eta: 7:30:12 time: 0.2562 data_time: 0.0027 memory: 2855 loss: 1.1269 2022/12/07 19:33:10 - mmengine - INFO - Epoch(train) [97][4700/5005] lr: 8.8391e-03 eta: 7:29:49 time: 0.1695 data_time: 0.0022 memory: 2855 loss: 1.1706 2022/12/07 19:33:30 - mmengine - INFO - Epoch(train) [97][4800/5005] lr: 8.8242e-03 eta: 7:29:24 time: 0.1952 data_time: 0.0025 memory: 2855 loss: 1.1862 2022/12/07 19:33:43 - mmengine - INFO - Epoch(train) [97][4900/5005] lr: 8.8094e-03 eta: 7:28:58 time: 0.1224 data_time: 0.0030 memory: 2855 loss: 1.2787 2022/12/07 19:34:01 - mmengine - INFO - Epoch(train) [97][5000/5005] lr: 8.7946e-03 eta: 7:28:34 time: 0.2630 data_time: 0.0048 memory: 2855 loss: 1.0263 2022/12/07 19:34:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:34:03 - mmengine - INFO - Saving checkpoint at 97 epochs 2022/12/07 19:34:14 - mmengine - INFO - Epoch(val) [97][100/196] eta: 0:00:08 time: 0.0799 data_time: 0.0333 memory: 2855 2022/12/07 19:34:36 - mmengine - INFO - Epoch(val) [97][196/196] accuracy/top1: 74.6120 accuracy/top5: 92.2080 2022/12/07 19:35:02 - mmengine - INFO - Epoch(train) [98][ 100/5005] lr: 8.7790e-03 eta: 7:28:10 time: 0.2620 data_time: 0.0039 memory: 2855 loss: 0.9811 2022/12/07 19:35:28 - mmengine - INFO - Epoch(train) [98][ 200/5005] lr: 8.7642e-03 eta: 7:27:47 time: 0.2596 data_time: 0.0040 memory: 2855 loss: 1.0236 2022/12/07 19:35:54 - mmengine - INFO - Epoch(train) [98][ 300/5005] lr: 8.7494e-03 eta: 7:27:24 time: 0.2645 data_time: 0.0033 memory: 2855 loss: 0.9958 2022/12/07 19:36:21 - mmengine - INFO - Epoch(train) [98][ 400/5005] lr: 8.7347e-03 eta: 7:27:02 time: 0.2589 data_time: 0.0018 memory: 2855 loss: 1.1571 2022/12/07 19:36:41 - mmengine - INFO - Epoch(train) [98][ 500/5005] lr: 8.7199e-03 eta: 7:26:38 time: 0.2050 data_time: 0.0022 memory: 2855 loss: 1.0335 2022/12/07 19:36:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:36:58 - mmengine - INFO - Epoch(train) [98][ 600/5005] lr: 8.7052e-03 eta: 7:26:13 time: 0.1310 data_time: 0.0038 memory: 2855 loss: 1.1417 2022/12/07 19:37:10 - mmengine - INFO - Epoch(train) [98][ 700/5005] lr: 8.6904e-03 eta: 7:25:47 time: 0.1237 data_time: 0.0031 memory: 2855 loss: 1.1002 2022/12/07 19:37:34 - mmengine - INFO - Epoch(train) [98][ 800/5005] lr: 8.6757e-03 eta: 7:25:23 time: 0.2099 data_time: 0.0045 memory: 2855 loss: 1.0948 2022/12/07 19:37:59 - mmengine - INFO - Epoch(train) [98][ 900/5005] lr: 8.6610e-03 eta: 7:25:00 time: 0.2650 data_time: 0.0033 memory: 2855 loss: 0.9810 2022/12/07 19:38:26 - mmengine - INFO - Epoch(train) [98][1000/5005] lr: 8.6463e-03 eta: 7:24:38 time: 0.2682 data_time: 0.0030 memory: 2855 loss: 1.1601 2022/12/07 19:38:52 - mmengine - INFO - Epoch(train) [98][1100/5005] lr: 8.6316e-03 eta: 7:24:15 time: 0.2567 data_time: 0.0038 memory: 2855 loss: 1.1108 2022/12/07 19:39:18 - mmengine - INFO - Epoch(train) [98][1200/5005] lr: 8.6169e-03 eta: 7:23:52 time: 0.2571 data_time: 0.0032 memory: 2855 loss: 0.9905 2022/12/07 19:39:44 - mmengine - INFO - Epoch(train) [98][1300/5005] lr: 8.6022e-03 eta: 7:23:29 time: 0.2494 data_time: 0.0018 memory: 2855 loss: 1.1416 2022/12/07 19:40:03 - mmengine - INFO - Epoch(train) [98][1400/5005] lr: 8.5876e-03 eta: 7:23:05 time: 0.1622 data_time: 0.0019 memory: 2855 loss: 1.2017 2022/12/07 19:40:20 - mmengine - INFO - Epoch(train) [98][1500/5005] lr: 8.5729e-03 eta: 7:22:40 time: 0.1263 data_time: 0.0034 memory: 2855 loss: 1.0791 2022/12/07 19:40:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:40:33 - mmengine - INFO - Epoch(train) [98][1600/5005] lr: 8.5583e-03 eta: 7:22:14 time: 0.1279 data_time: 0.0038 memory: 2855 loss: 1.0647 2022/12/07 19:40:57 - mmengine - INFO - Epoch(train) [98][1700/5005] lr: 8.5436e-03 eta: 7:21:51 time: 0.2571 data_time: 0.0033 memory: 2855 loss: 1.0611 2022/12/07 19:41:22 - mmengine - INFO - Epoch(train) [98][1800/5005] lr: 8.5290e-03 eta: 7:21:28 time: 0.2552 data_time: 0.0031 memory: 2855 loss: 0.9696 2022/12/07 19:41:49 - mmengine - INFO - Epoch(train) [98][1900/5005] lr: 8.5144e-03 eta: 7:21:05 time: 0.2681 data_time: 0.0035 memory: 2855 loss: 1.0745 2022/12/07 19:42:15 - mmengine - INFO - Epoch(train) [98][2000/5005] lr: 8.4998e-03 eta: 7:20:42 time: 0.2634 data_time: 0.0036 memory: 2855 loss: 1.1223 2022/12/07 19:42:41 - mmengine - INFO - Epoch(train) [98][2100/5005] lr: 8.4852e-03 eta: 7:20:20 time: 0.2653 data_time: 0.0030 memory: 2855 loss: 1.0092 2022/12/07 19:43:07 - mmengine - INFO - Epoch(train) [98][2200/5005] lr: 8.4707e-03 eta: 7:19:57 time: 0.2581 data_time: 0.0018 memory: 2855 loss: 1.1595 2022/12/07 19:43:25 - mmengine - INFO - Epoch(train) [98][2300/5005] lr: 8.4561e-03 eta: 7:19:32 time: 0.1358 data_time: 0.0019 memory: 2855 loss: 0.9019 2022/12/07 19:43:42 - mmengine - INFO - Epoch(train) [98][2400/5005] lr: 8.4416e-03 eta: 7:19:07 time: 0.1231 data_time: 0.0037 memory: 2855 loss: 1.0121 2022/12/07 19:43:56 - mmengine - INFO - Epoch(train) [98][2500/5005] lr: 8.4270e-03 eta: 7:18:42 time: 0.1885 data_time: 0.0036 memory: 2855 loss: 1.2510 2022/12/07 19:44:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:44:22 - mmengine - INFO - Epoch(train) [98][2600/5005] lr: 8.4125e-03 eta: 7:18:19 time: 0.2617 data_time: 0.0028 memory: 2855 loss: 1.0395 2022/12/07 19:44:48 - mmengine - INFO - Epoch(train) [98][2700/5005] lr: 8.3980e-03 eta: 7:17:56 time: 0.2528 data_time: 0.0039 memory: 2855 loss: 1.2389 2022/12/07 19:45:14 - mmengine - INFO - Epoch(train) [98][2800/5005] lr: 8.3835e-03 eta: 7:17:33 time: 0.2603 data_time: 0.0039 memory: 2855 loss: 1.1550 2022/12/07 19:45:40 - mmengine - INFO - Epoch(train) [98][2900/5005] lr: 8.3690e-03 eta: 7:17:10 time: 0.2555 data_time: 0.0032 memory: 2855 loss: 1.0647 2022/12/07 19:46:06 - mmengine - INFO - Epoch(train) [98][3000/5005] lr: 8.3545e-03 eta: 7:16:48 time: 0.2609 data_time: 0.0030 memory: 2855 loss: 1.0513 2022/12/07 19:46:32 - mmengine - INFO - Epoch(train) [98][3100/5005] lr: 8.3400e-03 eta: 7:16:25 time: 0.2429 data_time: 0.0019 memory: 2855 loss: 1.1185 2022/12/07 19:46:51 - mmengine - INFO - Epoch(train) [98][3200/5005] lr: 8.3256e-03 eta: 7:16:00 time: 0.2600 data_time: 0.0018 memory: 2855 loss: 1.0603 2022/12/07 19:47:05 - mmengine - INFO - Epoch(train) [98][3300/5005] lr: 8.3111e-03 eta: 7:15:35 time: 0.1243 data_time: 0.0034 memory: 2855 loss: 1.0895 2022/12/07 19:47:22 - mmengine - INFO - Epoch(train) [98][3400/5005] lr: 8.2967e-03 eta: 7:15:10 time: 0.2564 data_time: 0.0035 memory: 2855 loss: 1.0847 2022/12/07 19:47:47 - mmengine - INFO - Epoch(train) [98][3500/5005] lr: 8.2823e-03 eta: 7:14:47 time: 0.2541 data_time: 0.0037 memory: 2855 loss: 1.1876 2022/12/07 19:47:51 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:48:12 - mmengine - INFO - Epoch(train) [98][3600/5005] lr: 8.2679e-03 eta: 7:14:24 time: 0.2644 data_time: 0.0031 memory: 2855 loss: 1.0175 2022/12/07 19:48:38 - mmengine - INFO - Epoch(train) [98][3700/5005] lr: 8.2535e-03 eta: 7:14:01 time: 0.2533 data_time: 0.0031 memory: 2855 loss: 1.0487 2022/12/07 19:49:04 - mmengine - INFO - Epoch(train) [98][3800/5005] lr: 8.2391e-03 eta: 7:13:38 time: 0.2598 data_time: 0.0032 memory: 2855 loss: 1.0441 2022/12/07 19:49:30 - mmengine - INFO - Epoch(train) [98][3900/5005] lr: 8.2247e-03 eta: 7:13:16 time: 0.2654 data_time: 0.0030 memory: 2855 loss: 1.0247 2022/12/07 19:49:55 - mmengine - INFO - Epoch(train) [98][4000/5005] lr: 8.2103e-03 eta: 7:12:52 time: 0.1723 data_time: 0.0022 memory: 2855 loss: 1.0350 2022/12/07 19:50:15 - mmengine - INFO - Epoch(train) [98][4100/5005] lr: 8.1960e-03 eta: 7:12:28 time: 0.2352 data_time: 0.0019 memory: 2855 loss: 1.0844 2022/12/07 19:50:28 - mmengine - INFO - Epoch(train) [98][4200/5005] lr: 8.1817e-03 eta: 7:12:03 time: 0.1244 data_time: 0.0035 memory: 2855 loss: 0.9678 2022/12/07 19:50:47 - mmengine - INFO - Epoch(train) [98][4300/5005] lr: 8.1673e-03 eta: 7:11:38 time: 0.2565 data_time: 0.0035 memory: 2855 loss: 0.9655 2022/12/07 19:51:11 - mmengine - INFO - Epoch(train) [98][4400/5005] lr: 8.1530e-03 eta: 7:11:15 time: 0.2558 data_time: 0.0039 memory: 2855 loss: 1.1903 2022/12/07 19:51:36 - mmengine - INFO - Epoch(train) [98][4500/5005] lr: 8.1387e-03 eta: 7:10:52 time: 0.1920 data_time: 0.0037 memory: 2855 loss: 1.2068 2022/12/07 19:51:40 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:52:02 - mmengine - INFO - Epoch(train) [98][4600/5005] lr: 8.1244e-03 eta: 7:10:29 time: 0.2681 data_time: 0.0044 memory: 2855 loss: 1.0971 2022/12/07 19:52:28 - mmengine - INFO - Epoch(train) [98][4700/5005] lr: 8.1101e-03 eta: 7:10:06 time: 0.2588 data_time: 0.0040 memory: 2855 loss: 1.1205 2022/12/07 19:52:54 - mmengine - INFO - Epoch(train) [98][4800/5005] lr: 8.0958e-03 eta: 7:09:43 time: 0.2566 data_time: 0.0028 memory: 2855 loss: 1.1574 2022/12/07 19:53:17 - mmengine - INFO - Epoch(train) [98][4900/5005] lr: 8.0816e-03 eta: 7:09:20 time: 0.1740 data_time: 0.0022 memory: 2855 loss: 1.0381 2022/12/07 19:53:36 - mmengine - INFO - Epoch(train) [98][5000/5005] lr: 8.0673e-03 eta: 7:08:56 time: 0.1248 data_time: 0.0064 memory: 2855 loss: 1.0588 2022/12/07 19:53:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:53:37 - mmengine - INFO - Saving checkpoint at 98 epochs 2022/12/07 19:53:47 - mmengine - INFO - Epoch(val) [98][100/196] eta: 0:00:07 time: 0.0732 data_time: 0.0508 memory: 2855 2022/12/07 19:54:09 - mmengine - INFO - Epoch(val) [98][196/196] accuracy/top1: 74.8980 accuracy/top5: 92.3780 2022/12/07 19:54:35 - mmengine - INFO - Epoch(train) [99][ 100/5005] lr: 8.0524e-03 eta: 7:08:31 time: 0.2655 data_time: 0.0037 memory: 2855 loss: 1.1933 2022/12/07 19:54:58 - mmengine - INFO - Epoch(train) [99][ 200/5005] lr: 8.0381e-03 eta: 7:08:08 time: 0.1665 data_time: 0.0037 memory: 2855 loss: 1.0925 2022/12/07 19:55:23 - mmengine - INFO - Epoch(train) [99][ 300/5005] lr: 8.0239e-03 eta: 7:07:45 time: 0.2783 data_time: 0.0041 memory: 2855 loss: 1.0311 2022/12/07 19:55:49 - mmengine - INFO - Epoch(train) [99][ 400/5005] lr: 8.0097e-03 eta: 7:07:22 time: 0.2558 data_time: 0.0033 memory: 2855 loss: 1.1580 2022/12/07 19:56:15 - mmengine - INFO - Epoch(train) [99][ 500/5005] lr: 7.9955e-03 eta: 7:06:59 time: 0.2550 data_time: 0.0027 memory: 2855 loss: 1.1889 2022/12/07 19:56:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 19:56:38 - mmengine - INFO - Epoch(train) [99][ 600/5005] lr: 7.9814e-03 eta: 7:06:36 time: 0.1741 data_time: 0.0025 memory: 2855 loss: 0.9366 2022/12/07 19:56:57 - mmengine - INFO - Epoch(train) [99][ 700/5005] lr: 7.9672e-03 eta: 7:06:11 time: 0.1277 data_time: 0.0045 memory: 2855 loss: 1.1096 2022/12/07 19:57:10 - mmengine - INFO - Epoch(train) [99][ 800/5005] lr: 7.9530e-03 eta: 7:05:46 time: 0.1276 data_time: 0.0045 memory: 2855 loss: 1.0770 2022/12/07 19:57:30 - mmengine - INFO - Epoch(train) [99][ 900/5005] lr: 7.9389e-03 eta: 7:05:22 time: 0.2610 data_time: 0.0037 memory: 2855 loss: 1.0016 2022/12/07 19:57:53 - mmengine - INFO - Epoch(train) [99][1000/5005] lr: 7.9247e-03 eta: 7:04:58 time: 0.2542 data_time: 0.0034 memory: 2855 loss: 1.0556 2022/12/07 19:58:17 - mmengine - INFO - Epoch(train) [99][1100/5005] lr: 7.9106e-03 eta: 7:04:35 time: 0.2282 data_time: 0.0032 memory: 2855 loss: 1.1684 2022/12/07 19:58:43 - mmengine - INFO - Epoch(train) [99][1200/5005] lr: 7.8965e-03 eta: 7:04:12 time: 0.2686 data_time: 0.0035 memory: 2855 loss: 1.0882 2022/12/07 19:59:09 - mmengine - INFO - Epoch(train) [99][1300/5005] lr: 7.8824e-03 eta: 7:03:49 time: 0.2647 data_time: 0.0033 memory: 2855 loss: 1.0403 2022/12/07 19:59:36 - mmengine - INFO - Epoch(train) [99][1400/5005] lr: 7.8683e-03 eta: 7:03:26 time: 0.2615 data_time: 0.0037 memory: 2855 loss: 0.9562 2022/12/07 19:59:59 - mmengine - INFO - Epoch(train) [99][1500/5005] lr: 7.8542e-03 eta: 7:03:03 time: 0.1725 data_time: 0.0024 memory: 2855 loss: 0.9892 2022/12/07 20:00:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:00:19 - mmengine - INFO - Epoch(train) [99][1600/5005] lr: 7.8402e-03 eta: 7:02:39 time: 0.1234 data_time: 0.0034 memory: 2855 loss: 1.0661 2022/12/07 20:00:32 - mmengine - INFO - Epoch(train) [99][1700/5005] lr: 7.8261e-03 eta: 7:02:13 time: 0.1262 data_time: 0.0051 memory: 2855 loss: 1.0346 2022/12/07 20:00:52 - mmengine - INFO - Epoch(train) [99][1800/5005] lr: 7.8121e-03 eta: 7:01:49 time: 0.2546 data_time: 0.0034 memory: 2855 loss: 0.9216 2022/12/07 20:01:15 - mmengine - INFO - Epoch(train) [99][1900/5005] lr: 7.7980e-03 eta: 7:01:26 time: 0.2581 data_time: 0.0032 memory: 2855 loss: 0.9095 2022/12/07 20:01:40 - mmengine - INFO - Epoch(train) [99][2000/5005] lr: 7.7840e-03 eta: 7:01:02 time: 0.1247 data_time: 0.0045 memory: 2855 loss: 1.3813 2022/12/07 20:02:05 - mmengine - INFO - Epoch(train) [99][2100/5005] lr: 7.7700e-03 eta: 7:00:39 time: 0.2641 data_time: 0.0041 memory: 2855 loss: 1.0111 2022/12/07 20:02:31 - mmengine - INFO - Epoch(train) [99][2200/5005] lr: 7.7560e-03 eta: 7:00:17 time: 0.2619 data_time: 0.0040 memory: 2855 loss: 0.9554 2022/12/07 20:02:57 - mmengine - INFO - Epoch(train) [99][2300/5005] lr: 7.7420e-03 eta: 6:59:54 time: 0.2635 data_time: 0.0027 memory: 2855 loss: 1.0883 2022/12/07 20:03:21 - mmengine - INFO - Epoch(train) [99][2400/5005] lr: 7.7281e-03 eta: 6:59:31 time: 0.1743 data_time: 0.0024 memory: 2855 loss: 1.0048 2022/12/07 20:03:42 - mmengine - INFO - Epoch(train) [99][2500/5005] lr: 7.7141e-03 eta: 6:59:07 time: 0.2379 data_time: 0.0019 memory: 2855 loss: 1.2009 2022/12/07 20:03:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:03:55 - mmengine - INFO - Epoch(train) [99][2600/5005] lr: 7.7001e-03 eta: 6:58:41 time: 0.1362 data_time: 0.0043 memory: 2855 loss: 1.1817 2022/12/07 20:04:12 - mmengine - INFO - Epoch(train) [99][2700/5005] lr: 7.6862e-03 eta: 6:58:16 time: 0.2562 data_time: 0.0039 memory: 2855 loss: 1.2013 2022/12/07 20:04:37 - mmengine - INFO - Epoch(train) [99][2800/5005] lr: 7.6723e-03 eta: 6:57:53 time: 0.2667 data_time: 0.0042 memory: 2855 loss: 1.0013 2022/12/07 20:05:03 - mmengine - INFO - Epoch(train) [99][2900/5005] lr: 7.6584e-03 eta: 6:57:30 time: 0.2588 data_time: 0.0035 memory: 2855 loss: 1.0351 2022/12/07 20:05:28 - mmengine - INFO - Epoch(train) [99][3000/5005] lr: 7.6445e-03 eta: 6:57:07 time: 0.2587 data_time: 0.0033 memory: 2855 loss: 0.9432 2022/12/07 20:05:54 - mmengine - INFO - Epoch(train) [99][3100/5005] lr: 7.6306e-03 eta: 6:56:44 time: 0.2565 data_time: 0.0037 memory: 2855 loss: 1.0466 2022/12/07 20:06:20 - mmengine - INFO - Epoch(train) [99][3200/5005] lr: 7.6167e-03 eta: 6:56:22 time: 0.2559 data_time: 0.0029 memory: 2855 loss: 1.0850 2022/12/07 20:06:44 - mmengine - INFO - Epoch(train) [99][3300/5005] lr: 7.6028e-03 eta: 6:55:58 time: 0.1735 data_time: 0.0023 memory: 2855 loss: 1.2051 2022/12/07 20:07:04 - mmengine - INFO - Epoch(train) [99][3400/5005] lr: 7.5890e-03 eta: 6:55:34 time: 0.1239 data_time: 0.0031 memory: 2855 loss: 1.0334 2022/12/07 20:07:16 - mmengine - INFO - Epoch(train) [99][3500/5005] lr: 7.5751e-03 eta: 6:55:08 time: 0.1233 data_time: 0.0037 memory: 2855 loss: 1.1232 2022/12/07 20:07:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:07:35 - mmengine - INFO - Epoch(train) [99][3600/5005] lr: 7.5613e-03 eta: 6:54:44 time: 0.2576 data_time: 0.0032 memory: 2855 loss: 1.0296 2022/12/07 20:07:59 - mmengine - INFO - Epoch(train) [99][3700/5005] lr: 7.5475e-03 eta: 6:54:21 time: 0.2638 data_time: 0.0054 memory: 2855 loss: 1.1071 2022/12/07 20:08:25 - mmengine - INFO - Epoch(train) [99][3800/5005] lr: 7.5336e-03 eta: 6:53:58 time: 0.2704 data_time: 0.0038 memory: 2855 loss: 1.0671 2022/12/07 20:08:51 - mmengine - INFO - Epoch(train) [99][3900/5005] lr: 7.5198e-03 eta: 6:53:35 time: 0.2665 data_time: 0.0039 memory: 2855 loss: 0.8758 2022/12/07 20:09:17 - mmengine - INFO - Epoch(train) [99][4000/5005] lr: 7.5061e-03 eta: 6:53:12 time: 0.2591 data_time: 0.0038 memory: 2855 loss: 1.0918 2022/12/07 20:09:43 - mmengine - INFO - Epoch(train) [99][4100/5005] lr: 7.4923e-03 eta: 6:52:49 time: 0.2571 data_time: 0.0029 memory: 2855 loss: 0.9375 2022/12/07 20:10:06 - mmengine - INFO - Epoch(train) [99][4200/5005] lr: 7.4785e-03 eta: 6:52:26 time: 0.1774 data_time: 0.0024 memory: 2855 loss: 0.9963 2022/12/07 20:10:25 - mmengine - INFO - Epoch(train) [99][4300/5005] lr: 7.4648e-03 eta: 6:52:02 time: 0.1247 data_time: 0.0036 memory: 2855 loss: 0.9682 2022/12/07 20:10:38 - mmengine - INFO - Epoch(train) [99][4400/5005] lr: 7.4510e-03 eta: 6:51:36 time: 0.1219 data_time: 0.0041 memory: 2855 loss: 1.0023 2022/12/07 20:10:57 - mmengine - INFO - Epoch(train) [99][4500/5005] lr: 7.4373e-03 eta: 6:51:12 time: 0.2553 data_time: 0.0037 memory: 2855 loss: 1.0476 2022/12/07 20:11:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:11:22 - mmengine - INFO - Epoch(train) [99][4600/5005] lr: 7.4236e-03 eta: 6:50:49 time: 0.2644 data_time: 0.0033 memory: 2855 loss: 1.2755 2022/12/07 20:11:48 - mmengine - INFO - Epoch(train) [99][4700/5005] lr: 7.4099e-03 eta: 6:50:26 time: 0.2511 data_time: 0.0034 memory: 2855 loss: 1.0356 2022/12/07 20:12:14 - mmengine - INFO - Epoch(train) [99][4800/5005] lr: 7.3962e-03 eta: 6:50:03 time: 0.2585 data_time: 0.0047 memory: 2855 loss: 1.2434 2022/12/07 20:12:40 - mmengine - INFO - Epoch(train) [99][4900/5005] lr: 7.3825e-03 eta: 6:49:40 time: 0.2604 data_time: 0.0046 memory: 2855 loss: 1.1862 2022/12/07 20:13:06 - mmengine - INFO - Epoch(train) [99][5000/5005] lr: 7.3688e-03 eta: 6:49:17 time: 0.2576 data_time: 0.0034 memory: 2855 loss: 0.9545 2022/12/07 20:13:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:13:07 - mmengine - INFO - Saving checkpoint at 99 epochs 2022/12/07 20:13:13 - mmengine - INFO - Epoch(val) [99][100/196] eta: 0:00:04 time: 0.0444 data_time: 0.0004 memory: 2855 2022/12/07 20:13:27 - mmengine - INFO - Epoch(val) [99][196/196] accuracy/top1: 74.9280 accuracy/top5: 92.4880 2022/12/07 20:13:45 - mmengine - INFO - Epoch(train) [100][ 100/5005] lr: 7.3545e-03 eta: 6:48:52 time: 0.1315 data_time: 0.0039 memory: 2855 loss: 0.9583 2022/12/07 20:13:58 - mmengine - INFO - Epoch(train) [100][ 200/5005] lr: 7.3408e-03 eta: 6:48:26 time: 0.1355 data_time: 0.0048 memory: 2855 loss: 0.9376 2022/12/07 20:14:22 - mmengine - INFO - Epoch(train) [100][ 300/5005] lr: 7.3272e-03 eta: 6:48:03 time: 0.2288 data_time: 0.0031 memory: 2855 loss: 1.0869 2022/12/07 20:14:48 - mmengine - INFO - Epoch(train) [100][ 400/5005] lr: 7.3136e-03 eta: 6:47:40 time: 0.2705 data_time: 0.0034 memory: 2855 loss: 0.9537 2022/12/07 20:15:14 - mmengine - INFO - Epoch(train) [100][ 500/5005] lr: 7.2999e-03 eta: 6:47:17 time: 0.2529 data_time: 0.0030 memory: 2855 loss: 1.1963 2022/12/07 20:15:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:15:41 - mmengine - INFO - Epoch(train) [100][ 600/5005] lr: 7.2863e-03 eta: 6:46:54 time: 0.2583 data_time: 0.0033 memory: 2855 loss: 1.1369 2022/12/07 20:16:07 - mmengine - INFO - Epoch(train) [100][ 700/5005] lr: 7.2728e-03 eta: 6:46:32 time: 0.2649 data_time: 0.0032 memory: 2855 loss: 0.8793 2022/12/07 20:16:33 - mmengine - INFO - Epoch(train) [100][ 800/5005] lr: 7.2592e-03 eta: 6:46:09 time: 0.2539 data_time: 0.0018 memory: 2855 loss: 0.9483 2022/12/07 20:16:53 - mmengine - INFO - Epoch(train) [100][ 900/5005] lr: 7.2456e-03 eta: 6:45:45 time: 0.2136 data_time: 0.0022 memory: 2855 loss: 1.1274 2022/12/07 20:17:11 - mmengine - INFO - Epoch(train) [100][1000/5005] lr: 7.2321e-03 eta: 6:45:20 time: 0.1294 data_time: 0.0042 memory: 2855 loss: 1.0749 2022/12/07 20:17:23 - mmengine - INFO - Epoch(train) [100][1100/5005] lr: 7.2185e-03 eta: 6:44:54 time: 0.1279 data_time: 0.0031 memory: 2855 loss: 1.1843 2022/12/07 20:17:48 - mmengine - INFO - Epoch(train) [100][1200/5005] lr: 7.2050e-03 eta: 6:44:31 time: 0.2608 data_time: 0.0035 memory: 2855 loss: 1.0512 2022/12/07 20:18:14 - mmengine - INFO - Epoch(train) [100][1300/5005] lr: 7.1915e-03 eta: 6:44:08 time: 0.2619 data_time: 0.0038 memory: 2855 loss: 1.0553 2022/12/07 20:18:40 - mmengine - INFO - Epoch(train) [100][1400/5005] lr: 7.1780e-03 eta: 6:43:46 time: 0.2577 data_time: 0.0032 memory: 2855 loss: 1.0476 2022/12/07 20:19:06 - mmengine - INFO - Epoch(train) [100][1500/5005] lr: 7.1645e-03 eta: 6:43:23 time: 0.2567 data_time: 0.0033 memory: 2855 loss: 1.1349 2022/12/07 20:19:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:19:32 - mmengine - INFO - Epoch(train) [100][1600/5005] lr: 7.1510e-03 eta: 6:43:00 time: 0.2620 data_time: 0.0036 memory: 2855 loss: 1.0878 2022/12/07 20:19:58 - mmengine - INFO - Epoch(train) [100][1700/5005] lr: 7.1375e-03 eta: 6:42:37 time: 0.2532 data_time: 0.0019 memory: 2855 loss: 1.0288 2022/12/07 20:20:16 - mmengine - INFO - Epoch(train) [100][1800/5005] lr: 7.1240e-03 eta: 6:42:13 time: 0.1717 data_time: 0.0019 memory: 2855 loss: 0.9451 2022/12/07 20:20:33 - mmengine - INFO - Epoch(train) [100][1900/5005] lr: 7.1106e-03 eta: 6:41:48 time: 0.1239 data_time: 0.0036 memory: 2855 loss: 0.9971 2022/12/07 20:20:47 - mmengine - INFO - Epoch(train) [100][2000/5005] lr: 7.0972e-03 eta: 6:41:22 time: 0.2460 data_time: 0.0036 memory: 2855 loss: 1.0432 2022/12/07 20:21:11 - mmengine - INFO - Epoch(train) [100][2100/5005] lr: 7.0837e-03 eta: 6:40:59 time: 0.2647 data_time: 0.0033 memory: 2855 loss: 1.0180 2022/12/07 20:21:37 - mmengine - INFO - Epoch(train) [100][2200/5005] lr: 7.0703e-03 eta: 6:40:36 time: 0.2548 data_time: 0.0029 memory: 2855 loss: 0.9364 2022/12/07 20:22:04 - mmengine - INFO - Epoch(train) [100][2300/5005] lr: 7.0569e-03 eta: 6:40:14 time: 0.2610 data_time: 0.0028 memory: 2855 loss: 0.9454 2022/12/07 20:22:30 - mmengine - INFO - Epoch(train) [100][2400/5005] lr: 7.0435e-03 eta: 6:39:51 time: 0.2542 data_time: 0.0061 memory: 2855 loss: 1.1805 2022/12/07 20:22:56 - mmengine - INFO - Epoch(train) [100][2500/5005] lr: 7.0301e-03 eta: 6:39:28 time: 0.2574 data_time: 0.0029 memory: 2855 loss: 0.8976 2022/12/07 20:22:57 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:23:22 - mmengine - INFO - Epoch(train) [100][2600/5005] lr: 7.0168e-03 eta: 6:39:05 time: 0.2592 data_time: 0.0019 memory: 2855 loss: 1.0925 2022/12/07 20:23:41 - mmengine - INFO - Epoch(train) [100][2700/5005] lr: 7.0034e-03 eta: 6:38:41 time: 0.2627 data_time: 0.0018 memory: 2855 loss: 0.9873 2022/12/07 20:23:55 - mmengine - INFO - Epoch(train) [100][2800/5005] lr: 6.9901e-03 eta: 6:38:16 time: 0.1241 data_time: 0.0048 memory: 2855 loss: 1.1111 2022/12/07 20:24:11 - mmengine - INFO - Epoch(train) [100][2900/5005] lr: 6.9768e-03 eta: 6:37:51 time: 0.2680 data_time: 0.0029 memory: 2855 loss: 1.1056 2022/12/07 20:24:35 - mmengine - INFO - Epoch(train) [100][3000/5005] lr: 6.9634e-03 eta: 6:37:27 time: 0.2550 data_time: 0.0032 memory: 2855 loss: 1.2012 2022/12/07 20:25:00 - mmengine - INFO - Epoch(train) [100][3100/5005] lr: 6.9501e-03 eta: 6:37:04 time: 0.2532 data_time: 0.0028 memory: 2855 loss: 1.0841 2022/12/07 20:25:25 - mmengine - INFO - Epoch(train) [100][3200/5005] lr: 6.9368e-03 eta: 6:36:41 time: 0.2661 data_time: 0.0035 memory: 2855 loss: 1.2174 2022/12/07 20:25:51 - mmengine - INFO - Epoch(train) [100][3300/5005] lr: 6.9235e-03 eta: 6:36:18 time: 0.2522 data_time: 0.0034 memory: 2855 loss: 1.0748 2022/12/07 20:26:17 - mmengine - INFO - Epoch(train) [100][3400/5005] lr: 6.9103e-03 eta: 6:35:56 time: 0.2605 data_time: 0.0030 memory: 2855 loss: 1.0869 2022/12/07 20:26:43 - mmengine - INFO - Epoch(train) [100][3500/5005] lr: 6.8970e-03 eta: 6:35:33 time: 0.2580 data_time: 0.0019 memory: 2855 loss: 1.2527 2022/12/07 20:26:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:27:02 - mmengine - INFO - Epoch(train) [100][3600/5005] lr: 6.8838e-03 eta: 6:35:09 time: 0.2639 data_time: 0.0017 memory: 2855 loss: 1.0097 2022/12/07 20:27:17 - mmengine - INFO - Epoch(train) [100][3700/5005] lr: 6.8705e-03 eta: 6:34:43 time: 0.1242 data_time: 0.0034 memory: 2855 loss: 1.0609 2022/12/07 20:27:34 - mmengine - INFO - Epoch(train) [100][3800/5005] lr: 6.8573e-03 eta: 6:34:19 time: 0.2666 data_time: 0.0035 memory: 2855 loss: 1.1252 2022/12/07 20:27:59 - mmengine - INFO - Epoch(train) [100][3900/5005] lr: 6.8441e-03 eta: 6:33:56 time: 0.2625 data_time: 0.0033 memory: 2855 loss: 1.1322 2022/12/07 20:28:25 - mmengine - INFO - Epoch(train) [100][4000/5005] lr: 6.8309e-03 eta: 6:33:33 time: 0.2617 data_time: 0.0032 memory: 2855 loss: 0.9097 2022/12/07 20:28:51 - mmengine - INFO - Epoch(train) [100][4100/5005] lr: 6.8177e-03 eta: 6:33:10 time: 0.2592 data_time: 0.0048 memory: 2855 loss: 1.0090 2022/12/07 20:29:17 - mmengine - INFO - Epoch(train) [100][4200/5005] lr: 6.8045e-03 eta: 6:32:47 time: 0.2694 data_time: 0.0030 memory: 2855 loss: 1.1851 2022/12/07 20:29:43 - mmengine - INFO - Epoch(train) [100][4300/5005] lr: 6.7913e-03 eta: 6:32:24 time: 0.2574 data_time: 0.0027 memory: 2855 loss: 1.0196 2022/12/07 20:30:08 - mmengine - INFO - Epoch(train) [100][4400/5005] lr: 6.7782e-03 eta: 6:32:01 time: 0.1731 data_time: 0.0022 memory: 2855 loss: 1.0724 2022/12/07 20:30:28 - mmengine - INFO - Epoch(train) [100][4500/5005] lr: 6.7651e-03 eta: 6:31:37 time: 0.2383 data_time: 0.0018 memory: 2855 loss: 0.8536 2022/12/07 20:30:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:30:40 - mmengine - INFO - Epoch(train) [100][4600/5005] lr: 6.7519e-03 eta: 6:31:12 time: 0.1235 data_time: 0.0036 memory: 2855 loss: 0.9957 2022/12/07 20:31:00 - mmengine - INFO - Epoch(train) [100][4700/5005] lr: 6.7388e-03 eta: 6:30:47 time: 0.2629 data_time: 0.0030 memory: 2855 loss: 0.9850 2022/12/07 20:31:25 - mmengine - INFO - Epoch(train) [100][4800/5005] lr: 6.7257e-03 eta: 6:30:24 time: 0.2548 data_time: 0.0032 memory: 2855 loss: 1.0726 2022/12/07 20:31:51 - mmengine - INFO - Epoch(train) [100][4900/5005] lr: 6.7126e-03 eta: 6:30:02 time: 0.2472 data_time: 0.0032 memory: 2855 loss: 1.0709 2022/12/07 20:32:18 - mmengine - INFO - Epoch(train) [100][5000/5005] lr: 6.6995e-03 eta: 6:29:39 time: 0.2646 data_time: 0.0046 memory: 2855 loss: 0.9837 2022/12/07 20:32:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:32:19 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/12/07 20:32:30 - mmengine - INFO - Epoch(val) [100][100/196] eta: 0:00:08 time: 0.0744 data_time: 0.0499 memory: 2855 2022/12/07 20:32:51 - mmengine - INFO - Epoch(val) [100][196/196] accuracy/top1: 75.2360 accuracy/top5: 92.6000 2022/12/07 20:33:17 - mmengine - INFO - Epoch(train) [101][ 100/5005] lr: 6.6858e-03 eta: 6:29:15 time: 0.2629 data_time: 0.0019 memory: 2855 loss: 0.9625 2022/12/07 20:33:38 - mmengine - INFO - Epoch(train) [101][ 200/5005] lr: 6.6727e-03 eta: 6:28:51 time: 0.1737 data_time: 0.0023 memory: 2855 loss: 0.8024 2022/12/07 20:33:56 - mmengine - INFO - Epoch(train) [101][ 300/5005] lr: 6.6597e-03 eta: 6:28:26 time: 0.1239 data_time: 0.0033 memory: 2855 loss: 0.9696 2022/12/07 20:34:08 - mmengine - INFO - Epoch(train) [101][ 400/5005] lr: 6.6466e-03 eta: 6:28:01 time: 0.1216 data_time: 0.0031 memory: 2855 loss: 1.0181 2022/12/07 20:34:32 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:34:32 - mmengine - INFO - Epoch(train) [101][ 500/5005] lr: 6.6336e-03 eta: 6:27:38 time: 0.2512 data_time: 0.0037 memory: 2855 loss: 0.8429 2022/12/07 20:34:58 - mmengine - INFO - Epoch(train) [101][ 600/5005] lr: 6.6206e-03 eta: 6:27:15 time: 0.2626 data_time: 0.0031 memory: 2855 loss: 0.9004 2022/12/07 20:35:24 - mmengine - INFO - Epoch(train) [101][ 700/5005] lr: 6.6076e-03 eta: 6:26:52 time: 0.2596 data_time: 0.0035 memory: 2855 loss: 1.0304 2022/12/07 20:35:51 - mmengine - INFO - Epoch(train) [101][ 800/5005] lr: 6.5946e-03 eta: 6:26:29 time: 0.2571 data_time: 0.0042 memory: 2855 loss: 0.9840 2022/12/07 20:36:17 - mmengine - INFO - Epoch(train) [101][ 900/5005] lr: 6.5816e-03 eta: 6:26:06 time: 0.2582 data_time: 0.0032 memory: 2855 loss: 0.8920 2022/12/07 20:36:43 - mmengine - INFO - Epoch(train) [101][1000/5005] lr: 6.5687e-03 eta: 6:25:43 time: 0.2588 data_time: 0.0019 memory: 2855 loss: 1.2382 2022/12/07 20:37:03 - mmengine - INFO - Epoch(train) [101][1100/5005] lr: 6.5557e-03 eta: 6:25:19 time: 0.1936 data_time: 0.0020 memory: 2855 loss: 1.0355 2022/12/07 20:37:20 - mmengine - INFO - Epoch(train) [101][1200/5005] lr: 6.5428e-03 eta: 6:24:55 time: 0.1234 data_time: 0.0047 memory: 2855 loss: 0.9579 2022/12/07 20:37:33 - mmengine - INFO - Epoch(train) [101][1300/5005] lr: 6.5299e-03 eta: 6:24:29 time: 0.1902 data_time: 0.0038 memory: 2855 loss: 1.0750 2022/12/07 20:37:59 - mmengine - INFO - Epoch(train) [101][1400/5005] lr: 6.5169e-03 eta: 6:24:07 time: 0.2606 data_time: 0.0039 memory: 2855 loss: 1.1136 2022/12/07 20:38:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:38:25 - mmengine - INFO - Epoch(train) [101][1500/5005] lr: 6.5040e-03 eta: 6:23:44 time: 0.2594 data_time: 0.0037 memory: 2855 loss: 1.0672 2022/12/07 20:38:51 - mmengine - INFO - Epoch(train) [101][1600/5005] lr: 6.4911e-03 eta: 6:23:21 time: 0.2555 data_time: 0.0036 memory: 2855 loss: 1.0457 2022/12/07 20:39:17 - mmengine - INFO - Epoch(train) [101][1700/5005] lr: 6.4783e-03 eta: 6:22:58 time: 0.2527 data_time: 0.0035 memory: 2855 loss: 1.0565 2022/12/07 20:39:44 - mmengine - INFO - Epoch(train) [101][1800/5005] lr: 6.4654e-03 eta: 6:22:35 time: 0.2601 data_time: 0.0032 memory: 2855 loss: 0.9099 2022/12/07 20:40:10 - mmengine - INFO - Epoch(train) [101][1900/5005] lr: 6.4525e-03 eta: 6:22:12 time: 0.2430 data_time: 0.0019 memory: 2855 loss: 1.2324 2022/12/07 20:40:29 - mmengine - INFO - Epoch(train) [101][2000/5005] lr: 6.4397e-03 eta: 6:21:48 time: 0.2641 data_time: 0.0022 memory: 2855 loss: 1.1054 2022/12/07 20:40:43 - mmengine - INFO - Epoch(train) [101][2100/5005] lr: 6.4269e-03 eta: 6:21:23 time: 0.1261 data_time: 0.0039 memory: 2855 loss: 0.8668 2022/12/07 20:41:00 - mmengine - INFO - Epoch(train) [101][2200/5005] lr: 6.4140e-03 eta: 6:20:58 time: 0.2584 data_time: 0.0035 memory: 2855 loss: 0.9551 2022/12/07 20:41:27 - mmengine - INFO - Epoch(train) [101][2300/5005] lr: 6.4012e-03 eta: 6:20:36 time: 0.2529 data_time: 0.0038 memory: 2855 loss: 1.1125 2022/12/07 20:41:53 - mmengine - INFO - Epoch(train) [101][2400/5005] lr: 6.3884e-03 eta: 6:20:13 time: 0.2569 data_time: 0.0034 memory: 2855 loss: 1.0436 2022/12/07 20:42:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:42:19 - mmengine - INFO - Epoch(train) [101][2500/5005] lr: 6.3756e-03 eta: 6:19:50 time: 0.2596 data_time: 0.0034 memory: 2855 loss: 1.1416 2022/12/07 20:42:45 - mmengine - INFO - Epoch(train) [101][2600/5005] lr: 6.3629e-03 eta: 6:19:27 time: 0.2531 data_time: 0.0035 memory: 2855 loss: 1.0240 2022/12/07 20:43:12 - mmengine - INFO - Epoch(train) [101][2700/5005] lr: 6.3501e-03 eta: 6:19:04 time: 0.2623 data_time: 0.0035 memory: 2855 loss: 0.8801 2022/12/07 20:43:35 - mmengine - INFO - Epoch(train) [101][2800/5005] lr: 6.3374e-03 eta: 6:18:41 time: 0.1750 data_time: 0.0024 memory: 2855 loss: 1.0608 2022/12/07 20:43:54 - mmengine - INFO - Epoch(train) [101][2900/5005] lr: 6.3246e-03 eta: 6:18:17 time: 0.1242 data_time: 0.0043 memory: 2855 loss: 1.0442 2022/12/07 20:44:07 - mmengine - INFO - Epoch(train) [101][3000/5005] lr: 6.3119e-03 eta: 6:17:51 time: 0.1229 data_time: 0.0029 memory: 2855 loss: 0.9955 2022/12/07 20:44:26 - mmengine - INFO - Epoch(train) [101][3100/5005] lr: 6.2992e-03 eta: 6:17:27 time: 0.2693 data_time: 0.0035 memory: 2855 loss: 1.2516 2022/12/07 20:44:50 - mmengine - INFO - Epoch(train) [101][3200/5005] lr: 6.2865e-03 eta: 6:17:04 time: 0.2596 data_time: 0.0033 memory: 2855 loss: 0.9733 2022/12/07 20:45:14 - mmengine - INFO - Epoch(train) [101][3300/5005] lr: 6.2738e-03 eta: 6:16:41 time: 0.2617 data_time: 0.0038 memory: 2855 loss: 1.1514 2022/12/07 20:45:37 - mmengine - INFO - Epoch(train) [101][3400/5005] lr: 6.2611e-03 eta: 6:16:17 time: 0.1417 data_time: 0.0054 memory: 2855 loss: 0.9480 2022/12/07 20:46:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:46:03 - mmengine - INFO - Epoch(train) [101][3500/5005] lr: 6.2484e-03 eta: 6:15:54 time: 0.2709 data_time: 0.0033 memory: 2855 loss: 1.1353 2022/12/07 20:46:29 - mmengine - INFO - Epoch(train) [101][3600/5005] lr: 6.2358e-03 eta: 6:15:31 time: 0.2545 data_time: 0.0031 memory: 2855 loss: 0.9049 2022/12/07 20:46:54 - mmengine - INFO - Epoch(train) [101][3700/5005] lr: 6.2232e-03 eta: 6:15:08 time: 0.1694 data_time: 0.0022 memory: 2855 loss: 0.8538 2022/12/07 20:47:14 - mmengine - INFO - Epoch(train) [101][3800/5005] lr: 6.2105e-03 eta: 6:14:44 time: 0.2611 data_time: 0.0018 memory: 2855 loss: 1.1402 2022/12/07 20:47:27 - mmengine - INFO - Epoch(train) [101][3900/5005] lr: 6.1979e-03 eta: 6:14:19 time: 0.1247 data_time: 0.0049 memory: 2855 loss: 1.1979 2022/12/07 20:47:45 - mmengine - INFO - Epoch(train) [101][4000/5005] lr: 6.1853e-03 eta: 6:13:54 time: 0.2573 data_time: 0.0034 memory: 2855 loss: 0.9918 2022/12/07 20:48:08 - mmengine - INFO - Epoch(train) [101][4100/5005] lr: 6.1727e-03 eta: 6:13:31 time: 0.2576 data_time: 0.0032 memory: 2855 loss: 1.0578 2022/12/07 20:48:34 - mmengine - INFO - Epoch(train) [101][4200/5005] lr: 6.1601e-03 eta: 6:13:08 time: 0.2563 data_time: 0.0035 memory: 2855 loss: 1.0298 2022/12/07 20:49:00 - mmengine - INFO - Epoch(train) [101][4300/5005] lr: 6.1475e-03 eta: 6:12:45 time: 0.2504 data_time: 0.0038 memory: 2855 loss: 0.9186 2022/12/07 20:49:26 - mmengine - INFO - Epoch(train) [101][4400/5005] lr: 6.1350e-03 eta: 6:12:22 time: 0.2711 data_time: 0.0038 memory: 2855 loss: 0.9010 2022/12/07 20:49:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:49:52 - mmengine - INFO - Epoch(train) [101][4500/5005] lr: 6.1224e-03 eta: 6:11:59 time: 0.2563 data_time: 0.0030 memory: 2855 loss: 0.8601 2022/12/07 20:50:16 - mmengine - INFO - Epoch(train) [101][4600/5005] lr: 6.1099e-03 eta: 6:11:36 time: 0.1699 data_time: 0.0022 memory: 2855 loss: 1.0370 2022/12/07 20:50:36 - mmengine - INFO - Epoch(train) [101][4700/5005] lr: 6.0974e-03 eta: 6:11:12 time: 0.1942 data_time: 0.0022 memory: 2855 loss: 1.0194 2022/12/07 20:50:48 - mmengine - INFO - Epoch(train) [101][4800/5005] lr: 6.0849e-03 eta: 6:10:47 time: 0.1254 data_time: 0.0034 memory: 2855 loss: 0.9930 2022/12/07 20:51:07 - mmengine - INFO - Epoch(train) [101][4900/5005] lr: 6.0724e-03 eta: 6:10:22 time: 0.2565 data_time: 0.0035 memory: 2855 loss: 0.8391 2022/12/07 20:51:30 - mmengine - INFO - Epoch(train) [101][5000/5005] lr: 6.0599e-03 eta: 6:09:59 time: 0.2678 data_time: 0.0051 memory: 2855 loss: 1.1078 2022/12/07 20:51:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:51:31 - mmengine - INFO - Saving checkpoint at 101 epochs 2022/12/07 20:51:42 - mmengine - INFO - Epoch(val) [101][100/196] eta: 0:00:08 time: 0.0904 data_time: 0.0465 memory: 2855 2022/12/07 20:52:04 - mmengine - INFO - Epoch(val) [101][196/196] accuracy/top1: 75.2300 accuracy/top5: 92.6760 2022/12/07 20:52:30 - mmengine - INFO - Epoch(train) [102][ 100/5005] lr: 6.0468e-03 eta: 6:09:35 time: 0.2647 data_time: 0.0036 memory: 2855 loss: 1.0311 2022/12/07 20:52:56 - mmengine - INFO - Epoch(train) [102][ 200/5005] lr: 6.0343e-03 eta: 6:09:12 time: 0.2622 data_time: 0.0038 memory: 2855 loss: 0.8884 2022/12/07 20:53:22 - mmengine - INFO - Epoch(train) [102][ 300/5005] lr: 6.0219e-03 eta: 6:08:49 time: 0.2606 data_time: 0.0022 memory: 2855 loss: 1.0252 2022/12/07 20:53:43 - mmengine - INFO - Epoch(train) [102][ 400/5005] lr: 6.0094e-03 eta: 6:08:25 time: 0.1740 data_time: 0.0026 memory: 2855 loss: 0.8327 2022/12/07 20:54:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:54:02 - mmengine - INFO - Epoch(train) [102][ 500/5005] lr: 5.9970e-03 eta: 6:08:01 time: 0.1230 data_time: 0.0042 memory: 2855 loss: 1.0175 2022/12/07 20:54:14 - mmengine - INFO - Epoch(train) [102][ 600/5005] lr: 5.9846e-03 eta: 6:07:36 time: 0.1212 data_time: 0.0037 memory: 2855 loss: 1.0233 2022/12/07 20:54:37 - mmengine - INFO - Epoch(train) [102][ 700/5005] lr: 5.9722e-03 eta: 6:07:12 time: 0.1691 data_time: 0.0032 memory: 2855 loss: 1.1137 2022/12/07 20:55:02 - mmengine - INFO - Epoch(train) [102][ 800/5005] lr: 5.9598e-03 eta: 6:06:49 time: 0.2670 data_time: 0.0036 memory: 2855 loss: 1.0230 2022/12/07 20:55:28 - mmengine - INFO - Epoch(train) [102][ 900/5005] lr: 5.9474e-03 eta: 6:06:26 time: 0.2581 data_time: 0.0032 memory: 2855 loss: 1.0021 2022/12/07 20:55:54 - mmengine - INFO - Epoch(train) [102][1000/5005] lr: 5.9351e-03 eta: 6:06:04 time: 0.2550 data_time: 0.0038 memory: 2855 loss: 0.9890 2022/12/07 20:56:21 - mmengine - INFO - Epoch(train) [102][1100/5005] lr: 5.9227e-03 eta: 6:05:41 time: 0.2648 data_time: 0.0036 memory: 2855 loss: 0.8693 2022/12/07 20:56:47 - mmengine - INFO - Epoch(train) [102][1200/5005] lr: 5.9104e-03 eta: 6:05:18 time: 0.2617 data_time: 0.0022 memory: 2855 loss: 1.1174 2022/12/07 20:57:07 - mmengine - INFO - Epoch(train) [102][1300/5005] lr: 5.8981e-03 eta: 6:04:54 time: 0.2124 data_time: 0.0023 memory: 2855 loss: 1.0249 2022/12/07 20:57:24 - mmengine - INFO - Epoch(train) [102][1400/5005] lr: 5.8857e-03 eta: 6:04:29 time: 0.1439 data_time: 0.0032 memory: 2855 loss: 1.0103 2022/12/07 20:57:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 20:57:37 - mmengine - INFO - Epoch(train) [102][1500/5005] lr: 5.8734e-03 eta: 6:04:04 time: 0.1291 data_time: 0.0036 memory: 2855 loss: 0.9831 2022/12/07 20:58:00 - mmengine - INFO - Epoch(train) [102][1600/5005] lr: 5.8611e-03 eta: 6:03:41 time: 0.1996 data_time: 0.0037 memory: 2855 loss: 0.9894 2022/12/07 20:58:26 - mmengine - INFO - Epoch(train) [102][1700/5005] lr: 5.8489e-03 eta: 6:03:18 time: 0.2715 data_time: 0.0029 memory: 2855 loss: 0.8977 2022/12/07 20:58:52 - mmengine - INFO - Epoch(train) [102][1800/5005] lr: 5.8366e-03 eta: 6:02:55 time: 0.2606 data_time: 0.0035 memory: 2855 loss: 1.1620 2022/12/07 20:59:19 - mmengine - INFO - Epoch(train) [102][1900/5005] lr: 5.8243e-03 eta: 6:02:32 time: 0.2637 data_time: 0.0033 memory: 2855 loss: 1.0005 2022/12/07 20:59:45 - mmengine - INFO - Epoch(train) [102][2000/5005] lr: 5.8121e-03 eta: 6:02:09 time: 0.2641 data_time: 0.0034 memory: 2855 loss: 1.0140 2022/12/07 21:00:11 - mmengine - INFO - Epoch(train) [102][2100/5005] lr: 5.7999e-03 eta: 6:01:46 time: 0.2634 data_time: 0.0028 memory: 2855 loss: 0.8384 2022/12/07 21:00:31 - mmengine - INFO - Epoch(train) [102][2200/5005] lr: 5.7876e-03 eta: 6:01:22 time: 0.2141 data_time: 0.0020 memory: 2855 loss: 0.7787 2022/12/07 21:00:48 - mmengine - INFO - Epoch(train) [102][2300/5005] lr: 5.7754e-03 eta: 6:00:58 time: 0.1247 data_time: 0.0034 memory: 2855 loss: 0.9029 2022/12/07 21:01:01 - mmengine - INFO - Epoch(train) [102][2400/5005] lr: 5.7632e-03 eta: 6:00:33 time: 0.1347 data_time: 0.0049 memory: 2855 loss: 0.8866 2022/12/07 21:01:26 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:01:27 - mmengine - INFO - Epoch(train) [102][2500/5005] lr: 5.7510e-03 eta: 6:00:10 time: 0.2680 data_time: 0.0034 memory: 2855 loss: 1.0335 2022/12/07 21:01:53 - mmengine - INFO - Epoch(train) [102][2600/5005] lr: 5.7389e-03 eta: 5:59:47 time: 0.2564 data_time: 0.0032 memory: 2855 loss: 1.0345 2022/12/07 21:02:20 - mmengine - INFO - Epoch(train) [102][2700/5005] lr: 5.7267e-03 eta: 5:59:24 time: 0.2654 data_time: 0.0034 memory: 2855 loss: 0.9527 2022/12/07 21:02:46 - mmengine - INFO - Epoch(train) [102][2800/5005] lr: 5.7146e-03 eta: 5:59:01 time: 0.2336 data_time: 0.0037 memory: 2855 loss: 1.0703 2022/12/07 21:03:12 - mmengine - INFO - Epoch(train) [102][2900/5005] lr: 5.7024e-03 eta: 5:58:38 time: 0.2575 data_time: 0.0031 memory: 2855 loss: 1.1534 2022/12/07 21:03:37 - mmengine - INFO - Epoch(train) [102][3000/5005] lr: 5.6903e-03 eta: 5:58:15 time: 0.2419 data_time: 0.0020 memory: 2855 loss: 1.1750 2022/12/07 21:03:56 - mmengine - INFO - Epoch(train) [102][3100/5005] lr: 5.6782e-03 eta: 5:57:51 time: 0.2638 data_time: 0.0018 memory: 2855 loss: 1.1750 2022/12/07 21:04:11 - mmengine - INFO - Epoch(train) [102][3200/5005] lr: 5.6661e-03 eta: 5:57:26 time: 0.1229 data_time: 0.0035 memory: 2855 loss: 0.9367 2022/12/07 21:04:25 - mmengine - INFO - Epoch(train) [102][3300/5005] lr: 5.6540e-03 eta: 5:57:01 time: 0.2496 data_time: 0.0036 memory: 2855 loss: 0.9282 2022/12/07 21:04:50 - mmengine - INFO - Epoch(train) [102][3400/5005] lr: 5.6419e-03 eta: 5:56:38 time: 0.2576 data_time: 0.0032 memory: 2855 loss: 1.0581 2022/12/07 21:05:13 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:05:15 - mmengine - INFO - Epoch(train) [102][3500/5005] lr: 5.6299e-03 eta: 5:56:15 time: 0.2582 data_time: 0.0037 memory: 2855 loss: 1.1333 2022/12/07 21:05:40 - mmengine - INFO - Epoch(train) [102][3600/5005] lr: 5.6178e-03 eta: 5:55:52 time: 0.2637 data_time: 0.0038 memory: 2855 loss: 0.9515 2022/12/07 21:06:05 - mmengine - INFO - Epoch(train) [102][3700/5005] lr: 5.6058e-03 eta: 5:55:29 time: 0.2451 data_time: 0.0040 memory: 2855 loss: 0.9269 2022/12/07 21:06:31 - mmengine - INFO - Epoch(train) [102][3800/5005] lr: 5.5938e-03 eta: 5:55:06 time: 0.2625 data_time: 0.0036 memory: 2855 loss: 0.9654 2022/12/07 21:06:57 - mmengine - INFO - Epoch(train) [102][3900/5005] lr: 5.5817e-03 eta: 5:54:43 time: 0.2520 data_time: 0.0020 memory: 2855 loss: 0.9265 2022/12/07 21:07:16 - mmengine - INFO - Epoch(train) [102][4000/5005] lr: 5.5697e-03 eta: 5:54:19 time: 0.2613 data_time: 0.0018 memory: 2855 loss: 0.9461 2022/12/07 21:07:31 - mmengine - INFO - Epoch(train) [102][4100/5005] lr: 5.5577e-03 eta: 5:53:54 time: 0.1261 data_time: 0.0033 memory: 2855 loss: 1.0187 2022/12/07 21:07:47 - mmengine - INFO - Epoch(train) [102][4200/5005] lr: 5.5458e-03 eta: 5:53:29 time: 0.2650 data_time: 0.0040 memory: 2855 loss: 0.9899 2022/12/07 21:08:11 - mmengine - INFO - Epoch(train) [102][4300/5005] lr: 5.5338e-03 eta: 5:53:06 time: 0.2574 data_time: 0.0039 memory: 2855 loss: 1.1601 2022/12/07 21:08:37 - mmengine - INFO - Epoch(train) [102][4400/5005] lr: 5.5219e-03 eta: 5:52:43 time: 0.2587 data_time: 0.0044 memory: 2855 loss: 1.1591 2022/12/07 21:09:02 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:09:03 - mmengine - INFO - Epoch(train) [102][4500/5005] lr: 5.5099e-03 eta: 5:52:20 time: 0.2554 data_time: 0.0034 memory: 2855 loss: 1.0954 2022/12/07 21:09:29 - mmengine - INFO - Epoch(train) [102][4600/5005] lr: 5.4980e-03 eta: 5:51:58 time: 0.2652 data_time: 0.0033 memory: 2855 loss: 0.8644 2022/12/07 21:09:56 - mmengine - INFO - Epoch(train) [102][4700/5005] lr: 5.4861e-03 eta: 5:51:35 time: 0.2578 data_time: 0.0032 memory: 2855 loss: 1.1548 2022/12/07 21:10:21 - mmengine - INFO - Epoch(train) [102][4800/5005] lr: 5.4742e-03 eta: 5:51:12 time: 0.1675 data_time: 0.0022 memory: 2855 loss: 0.9235 2022/12/07 21:10:41 - mmengine - INFO - Epoch(train) [102][4900/5005] lr: 5.4623e-03 eta: 5:50:48 time: 0.2685 data_time: 0.0018 memory: 2855 loss: 1.1242 2022/12/07 21:10:54 - mmengine - INFO - Epoch(train) [102][5000/5005] lr: 5.4504e-03 eta: 5:50:23 time: 0.1245 data_time: 0.0049 memory: 2855 loss: 0.9899 2022/12/07 21:10:55 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:10:55 - mmengine - INFO - Saving checkpoint at 102 epochs 2022/12/07 21:11:05 - mmengine - INFO - Epoch(val) [102][100/196] eta: 0:00:07 time: 0.0772 data_time: 0.0437 memory: 2855 2022/12/07 21:11:28 - mmengine - INFO - Epoch(val) [102][196/196] accuracy/top1: 75.7860 accuracy/top5: 92.9000 2022/12/07 21:11:52 - mmengine - INFO - Epoch(train) [103][ 100/5005] lr: 5.4379e-03 eta: 5:49:58 time: 0.2651 data_time: 0.0043 memory: 2855 loss: 0.9657 2022/12/07 21:12:17 - mmengine - INFO - Epoch(train) [103][ 200/5005] lr: 5.4261e-03 eta: 5:49:35 time: 0.2586 data_time: 0.0040 memory: 2855 loss: 1.2006 2022/12/07 21:12:43 - mmengine - INFO - Epoch(train) [103][ 300/5005] lr: 5.4142e-03 eta: 5:49:12 time: 0.2647 data_time: 0.0037 memory: 2855 loss: 0.9823 2022/12/07 21:13:09 - mmengine - INFO - Epoch(train) [103][ 400/5005] lr: 5.4024e-03 eta: 5:48:49 time: 0.2538 data_time: 0.0034 memory: 2855 loss: 0.8640 2022/12/07 21:13:32 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:13:35 - mmengine - INFO - Epoch(train) [103][ 500/5005] lr: 5.3906e-03 eta: 5:48:26 time: 0.2559 data_time: 0.0020 memory: 2855 loss: 0.8633 2022/12/07 21:13:54 - mmengine - INFO - Epoch(train) [103][ 600/5005] lr: 5.3788e-03 eta: 5:48:02 time: 0.1844 data_time: 0.0020 memory: 2855 loss: 1.0088 2022/12/07 21:14:12 - mmengine - INFO - Epoch(train) [103][ 700/5005] lr: 5.3670e-03 eta: 5:47:38 time: 0.1253 data_time: 0.0038 memory: 2855 loss: 1.0904 2022/12/07 21:14:26 - mmengine - INFO - Epoch(train) [103][ 800/5005] lr: 5.3552e-03 eta: 5:47:13 time: 0.2578 data_time: 0.0040 memory: 2855 loss: 0.9979 2022/12/07 21:14:52 - mmengine - INFO - Epoch(train) [103][ 900/5005] lr: 5.3434e-03 eta: 5:46:50 time: 0.2594 data_time: 0.0034 memory: 2855 loss: 0.9113 2022/12/07 21:15:19 - mmengine - INFO - Epoch(train) [103][1000/5005] lr: 5.3317e-03 eta: 5:46:27 time: 0.2680 data_time: 0.0042 memory: 2855 loss: 1.1186 2022/12/07 21:15:45 - mmengine - INFO - Epoch(train) [103][1100/5005] lr: 5.3199e-03 eta: 5:46:04 time: 0.2677 data_time: 0.0037 memory: 2855 loss: 1.1024 2022/12/07 21:16:11 - mmengine - INFO - Epoch(train) [103][1200/5005] lr: 5.3082e-03 eta: 5:45:42 time: 0.2585 data_time: 0.0044 memory: 2855 loss: 1.0602 2022/12/07 21:16:37 - mmengine - INFO - Epoch(train) [103][1300/5005] lr: 5.2965e-03 eta: 5:45:19 time: 0.2557 data_time: 0.0030 memory: 2855 loss: 1.1213 2022/12/07 21:17:03 - mmengine - INFO - Epoch(train) [103][1400/5005] lr: 5.2848e-03 eta: 5:44:56 time: 0.2098 data_time: 0.0020 memory: 2855 loss: 1.0351 2022/12/07 21:17:19 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:17:22 - mmengine - INFO - Epoch(train) [103][1500/5005] lr: 5.2731e-03 eta: 5:44:32 time: 0.2582 data_time: 0.0018 memory: 2855 loss: 1.0835 2022/12/07 21:17:36 - mmengine - INFO - Epoch(train) [103][1600/5005] lr: 5.2614e-03 eta: 5:44:07 time: 0.1221 data_time: 0.0054 memory: 2855 loss: 0.9925 2022/12/07 21:17:53 - mmengine - INFO - Epoch(train) [103][1700/5005] lr: 5.2497e-03 eta: 5:43:42 time: 0.2593 data_time: 0.0036 memory: 2855 loss: 0.9261 2022/12/07 21:18:19 - mmengine - INFO - Epoch(train) [103][1800/5005] lr: 5.2380e-03 eta: 5:43:19 time: 0.2618 data_time: 0.0041 memory: 2855 loss: 0.9251 2022/12/07 21:18:45 - mmengine - INFO - Epoch(train) [103][1900/5005] lr: 5.2264e-03 eta: 5:42:56 time: 0.2856 data_time: 0.0033 memory: 2855 loss: 0.8589 2022/12/07 21:19:11 - mmengine - INFO - Epoch(train) [103][2000/5005] lr: 5.2148e-03 eta: 5:42:34 time: 0.2599 data_time: 0.0040 memory: 2855 loss: 0.9456 2022/12/07 21:19:38 - mmengine - INFO - Epoch(train) [103][2100/5005] lr: 5.2031e-03 eta: 5:42:11 time: 0.2671 data_time: 0.0036 memory: 2855 loss: 0.9083 2022/12/07 21:20:04 - mmengine - INFO - Epoch(train) [103][2200/5005] lr: 5.1915e-03 eta: 5:41:48 time: 0.2588 data_time: 0.0032 memory: 2855 loss: 0.9781 2022/12/07 21:20:27 - mmengine - INFO - Epoch(train) [103][2300/5005] lr: 5.1799e-03 eta: 5:41:25 time: 0.1754 data_time: 0.0022 memory: 2855 loss: 1.0529 2022/12/07 21:20:47 - mmengine - INFO - Epoch(train) [103][2400/5005] lr: 5.1683e-03 eta: 5:41:01 time: 0.1234 data_time: 0.0035 memory: 2855 loss: 0.9449 2022/12/07 21:20:59 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:21:00 - mmengine - INFO - Epoch(train) [103][2500/5005] lr: 5.1568e-03 eta: 5:40:35 time: 0.1262 data_time: 0.0040 memory: 2855 loss: 0.8988 2022/12/07 21:21:21 - mmengine - INFO - Epoch(train) [103][2600/5005] lr: 5.1452e-03 eta: 5:40:12 time: 0.2665 data_time: 0.0039 memory: 2855 loss: 1.1095 2022/12/07 21:21:47 - mmengine - INFO - Epoch(train) [103][2700/5005] lr: 5.1337e-03 eta: 5:39:49 time: 0.2670 data_time: 0.0036 memory: 2855 loss: 0.8821 2022/12/07 21:22:14 - mmengine - INFO - Epoch(train) [103][2800/5005] lr: 5.1221e-03 eta: 5:39:26 time: 0.2681 data_time: 0.0049 memory: 2855 loss: 1.1428 2022/12/07 21:22:40 - mmengine - INFO - Epoch(train) [103][2900/5005] lr: 5.1106e-03 eta: 5:39:03 time: 0.2559 data_time: 0.0038 memory: 2855 loss: 0.9692 2022/12/07 21:23:06 - mmengine - INFO - Epoch(train) [103][3000/5005] lr: 5.0991e-03 eta: 5:38:40 time: 0.2592 data_time: 0.0035 memory: 2855 loss: 1.0157 2022/12/07 21:23:32 - mmengine - INFO - Epoch(train) [103][3100/5005] lr: 5.0876e-03 eta: 5:38:17 time: 0.2601 data_time: 0.0021 memory: 2855 loss: 0.9892 2022/12/07 21:23:54 - mmengine - INFO - Epoch(train) [103][3200/5005] lr: 5.0761e-03 eta: 5:37:54 time: 0.1803 data_time: 0.0023 memory: 2855 loss: 0.9378 2022/12/07 21:24:12 - mmengine - INFO - Epoch(train) [103][3300/5005] lr: 5.0646e-03 eta: 5:37:29 time: 0.1251 data_time: 0.0046 memory: 2855 loss: 1.0615 2022/12/07 21:24:25 - mmengine - INFO - Epoch(train) [103][3400/5005] lr: 5.0532e-03 eta: 5:37:04 time: 0.1221 data_time: 0.0037 memory: 2855 loss: 0.9040 2022/12/07 21:24:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:24:47 - mmengine - INFO - Epoch(train) [103][3500/5005] lr: 5.0417e-03 eta: 5:36:41 time: 0.2686 data_time: 0.0030 memory: 2855 loss: 0.8689 2022/12/07 21:25:10 - mmengine - INFO - Epoch(train) [103][3600/5005] lr: 5.0303e-03 eta: 5:36:17 time: 0.1700 data_time: 0.0034 memory: 2855 loss: 0.8763 2022/12/07 21:25:36 - mmengine - INFO - Epoch(train) [103][3700/5005] lr: 5.0188e-03 eta: 5:35:54 time: 0.2681 data_time: 0.0038 memory: 2855 loss: 0.9420 2022/12/07 21:26:02 - mmengine - INFO - Epoch(train) [103][3800/5005] lr: 5.0074e-03 eta: 5:35:32 time: 0.2603 data_time: 0.0035 memory: 2855 loss: 1.0217 2022/12/07 21:26:29 - mmengine - INFO - Epoch(train) [103][3900/5005] lr: 4.9960e-03 eta: 5:35:09 time: 0.2648 data_time: 0.0041 memory: 2855 loss: 1.0271 2022/12/07 21:26:55 - mmengine - INFO - Epoch(train) [103][4000/5005] lr: 4.9846e-03 eta: 5:34:46 time: 0.2603 data_time: 0.0021 memory: 2855 loss: 1.0405 2022/12/07 21:27:17 - mmengine - INFO - Epoch(train) [103][4100/5005] lr: 4.9733e-03 eta: 5:34:22 time: 0.1723 data_time: 0.0023 memory: 2855 loss: 1.0802 2022/12/07 21:27:36 - mmengine - INFO - Epoch(train) [103][4200/5005] lr: 4.9619e-03 eta: 5:33:58 time: 0.1258 data_time: 0.0038 memory: 2855 loss: 1.1189 2022/12/07 21:27:48 - mmengine - INFO - Epoch(train) [103][4300/5005] lr: 4.9505e-03 eta: 5:33:33 time: 0.1273 data_time: 0.0035 memory: 2855 loss: 1.0317 2022/12/07 21:28:10 - mmengine - INFO - Epoch(train) [103][4400/5005] lr: 4.9392e-03 eta: 5:33:09 time: 0.2631 data_time: 0.0035 memory: 2855 loss: 1.0060 2022/12/07 21:28:33 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:28:35 - mmengine - INFO - Epoch(train) [103][4500/5005] lr: 4.9279e-03 eta: 5:32:46 time: 0.2398 data_time: 0.0035 memory: 2855 loss: 0.9172 2022/12/07 21:29:02 - mmengine - INFO - Epoch(train) [103][4600/5005] lr: 4.9166e-03 eta: 5:32:23 time: 0.2616 data_time: 0.0034 memory: 2855 loss: 0.8829 2022/12/07 21:29:28 - mmengine - INFO - Epoch(train) [103][4700/5005] lr: 4.9052e-03 eta: 5:32:01 time: 0.2637 data_time: 0.0036 memory: 2855 loss: 0.9667 2022/12/07 21:29:54 - mmengine - INFO - Epoch(train) [103][4800/5005] lr: 4.8940e-03 eta: 5:31:38 time: 0.2558 data_time: 0.0037 memory: 2855 loss: 0.9596 2022/12/07 21:30:20 - mmengine - INFO - Epoch(train) [103][4900/5005] lr: 4.8827e-03 eta: 5:31:15 time: 0.2617 data_time: 0.0020 memory: 2855 loss: 0.9229 2022/12/07 21:30:41 - mmengine - INFO - Epoch(train) [103][5000/5005] lr: 4.8714e-03 eta: 5:30:51 time: 0.1735 data_time: 0.0032 memory: 2855 loss: 1.0399 2022/12/07 21:30:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:30:42 - mmengine - INFO - Saving checkpoint at 103 epochs 2022/12/07 21:30:48 - mmengine - INFO - Epoch(val) [103][100/196] eta: 0:00:03 time: 0.0367 data_time: 0.0173 memory: 2855 2022/12/07 21:31:04 - mmengine - INFO - Epoch(val) [103][196/196] accuracy/top1: 75.6460 accuracy/top5: 92.8760 2022/12/07 21:31:22 - mmengine - INFO - Epoch(train) [104][ 100/5005] lr: 4.8596e-03 eta: 5:30:26 time: 0.2580 data_time: 0.0032 memory: 2855 loss: 0.7992 2022/12/07 21:31:48 - mmengine - INFO - Epoch(train) [104][ 200/5005] lr: 4.8484e-03 eta: 5:30:03 time: 0.2624 data_time: 0.0036 memory: 2855 loss: 0.9922 2022/12/07 21:32:12 - mmengine - INFO - Epoch(train) [104][ 300/5005] lr: 4.8371e-03 eta: 5:29:39 time: 0.2638 data_time: 0.0032 memory: 2855 loss: 1.0244 2022/12/07 21:32:35 - mmengine - INFO - Epoch(train) [104][ 400/5005] lr: 4.8259e-03 eta: 5:29:16 time: 0.1948 data_time: 0.0034 memory: 2855 loss: 1.0965 2022/12/07 21:32:56 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:33:00 - mmengine - INFO - Epoch(train) [104][ 500/5005] lr: 4.8147e-03 eta: 5:28:53 time: 0.2606 data_time: 0.0034 memory: 2855 loss: 0.8740 2022/12/07 21:33:27 - mmengine - INFO - Epoch(train) [104][ 600/5005] lr: 4.8035e-03 eta: 5:28:30 time: 0.2656 data_time: 0.0029 memory: 2855 loss: 0.7537 2022/12/07 21:33:52 - mmengine - INFO - Epoch(train) [104][ 700/5005] lr: 4.7923e-03 eta: 5:28:07 time: 0.1876 data_time: 0.0021 memory: 2855 loss: 0.8837 2022/12/07 21:34:11 - mmengine - INFO - Epoch(train) [104][ 800/5005] lr: 4.7812e-03 eta: 5:27:43 time: 0.2606 data_time: 0.0018 memory: 2855 loss: 0.9791 2022/12/07 21:34:25 - mmengine - INFO - Epoch(train) [104][ 900/5005] lr: 4.7700e-03 eta: 5:27:18 time: 0.1274 data_time: 0.0029 memory: 2855 loss: 0.7852 2022/12/07 21:34:42 - mmengine - INFO - Epoch(train) [104][1000/5005] lr: 4.7589e-03 eta: 5:26:54 time: 0.2548 data_time: 0.0036 memory: 2855 loss: 1.1346 2022/12/07 21:35:07 - mmengine - INFO - Epoch(train) [104][1100/5005] lr: 4.7477e-03 eta: 5:26:31 time: 0.2586 data_time: 0.0031 memory: 2855 loss: 1.0364 2022/12/07 21:35:33 - mmengine - INFO - Epoch(train) [104][1200/5005] lr: 4.7366e-03 eta: 5:26:08 time: 0.2592 data_time: 0.0034 memory: 2855 loss: 0.8210 2022/12/07 21:36:00 - mmengine - INFO - Epoch(train) [104][1300/5005] lr: 4.7255e-03 eta: 5:25:45 time: 0.2730 data_time: 0.0035 memory: 2855 loss: 1.0742 2022/12/07 21:36:26 - mmengine - INFO - Epoch(train) [104][1400/5005] lr: 4.7144e-03 eta: 5:25:22 time: 0.2717 data_time: 0.0032 memory: 2855 loss: 0.9156 2022/12/07 21:36:49 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:36:52 - mmengine - INFO - Epoch(train) [104][1500/5005] lr: 4.7033e-03 eta: 5:24:59 time: 0.2673 data_time: 0.0030 memory: 2855 loss: 0.8799 2022/12/07 21:37:16 - mmengine - INFO - Epoch(train) [104][1600/5005] lr: 4.6923e-03 eta: 5:24:36 time: 0.1715 data_time: 0.0023 memory: 2855 loss: 0.9090 2022/12/07 21:37:36 - mmengine - INFO - Epoch(train) [104][1700/5005] lr: 4.6812e-03 eta: 5:24:12 time: 0.1226 data_time: 0.0035 memory: 2855 loss: 0.9513 2022/12/07 21:37:48 - mmengine - INFO - Epoch(train) [104][1800/5005] lr: 4.6702e-03 eta: 5:23:47 time: 0.1255 data_time: 0.0033 memory: 2855 loss: 1.0792 2022/12/07 21:38:06 - mmengine - INFO - Epoch(train) [104][1900/5005] lr: 4.6591e-03 eta: 5:23:23 time: 0.2610 data_time: 0.0033 memory: 2855 loss: 0.9902 2022/12/07 21:38:32 - mmengine - INFO - Epoch(train) [104][2000/5005] lr: 4.6481e-03 eta: 5:23:00 time: 0.2598 data_time: 0.0035 memory: 2855 loss: 1.0860 2022/12/07 21:38:57 - mmengine - INFO - Epoch(train) [104][2100/5005] lr: 4.6371e-03 eta: 5:22:37 time: 0.1793 data_time: 0.0037 memory: 2855 loss: 0.8707 2022/12/07 21:39:22 - mmengine - INFO - Epoch(train) [104][2200/5005] lr: 4.6261e-03 eta: 5:22:14 time: 0.2604 data_time: 0.0032 memory: 2855 loss: 0.9863 2022/12/07 21:39:48 - mmengine - INFO - Epoch(train) [104][2300/5005] lr: 4.6151e-03 eta: 5:21:51 time: 0.2627 data_time: 0.0035 memory: 2855 loss: 1.0767 2022/12/07 21:40:13 - mmengine - INFO - Epoch(train) [104][2400/5005] lr: 4.6042e-03 eta: 5:21:28 time: 0.2640 data_time: 0.0029 memory: 2855 loss: 0.8999 2022/12/07 21:40:34 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:40:37 - mmengine - INFO - Epoch(train) [104][2500/5005] lr: 4.5932e-03 eta: 5:21:04 time: 0.1706 data_time: 0.0025 memory: 2855 loss: 1.1547 2022/12/07 21:40:57 - mmengine - INFO - Epoch(train) [104][2600/5005] lr: 4.5823e-03 eta: 5:20:40 time: 0.1324 data_time: 0.0056 memory: 2855 loss: 0.9392 2022/12/07 21:41:10 - mmengine - INFO - Epoch(train) [104][2700/5005] lr: 4.5713e-03 eta: 5:20:15 time: 0.1279 data_time: 0.0042 memory: 2855 loss: 1.0121 2022/12/07 21:41:31 - mmengine - INFO - Epoch(train) [104][2800/5005] lr: 4.5604e-03 eta: 5:19:52 time: 0.2642 data_time: 0.0037 memory: 2855 loss: 0.8962 2022/12/07 21:41:57 - mmengine - INFO - Epoch(train) [104][2900/5005] lr: 4.5495e-03 eta: 5:19:29 time: 0.2191 data_time: 0.0034 memory: 2855 loss: 1.2159 2022/12/07 21:42:23 - mmengine - INFO - Epoch(train) [104][3000/5005] lr: 4.5386e-03 eta: 5:19:06 time: 0.2644 data_time: 0.0050 memory: 2855 loss: 0.8686 2022/12/07 21:42:49 - mmengine - INFO - Epoch(train) [104][3100/5005] lr: 4.5277e-03 eta: 5:18:43 time: 0.2614 data_time: 0.0041 memory: 2855 loss: 0.9923 2022/12/07 21:43:15 - mmengine - INFO - Epoch(train) [104][3200/5005] lr: 4.5169e-03 eta: 5:18:20 time: 0.2621 data_time: 0.0047 memory: 2855 loss: 0.8788 2022/12/07 21:43:41 - mmengine - INFO - Epoch(train) [104][3300/5005] lr: 4.5060e-03 eta: 5:17:57 time: 0.2615 data_time: 0.0022 memory: 2855 loss: 0.9029 2022/12/07 21:44:02 - mmengine - INFO - Epoch(train) [104][3400/5005] lr: 4.4952e-03 eta: 5:17:33 time: 0.1753 data_time: 0.0024 memory: 2855 loss: 1.0071 2022/12/07 21:44:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:44:20 - mmengine - INFO - Epoch(train) [104][3500/5005] lr: 4.4843e-03 eta: 5:17:09 time: 0.1233 data_time: 0.0035 memory: 2855 loss: 0.9696 2022/12/07 21:44:33 - mmengine - INFO - Epoch(train) [104][3600/5005] lr: 4.4735e-03 eta: 5:16:44 time: 0.1258 data_time: 0.0035 memory: 2855 loss: 0.8833 2022/12/07 21:44:58 - mmengine - INFO - Epoch(train) [104][3700/5005] lr: 4.4627e-03 eta: 5:16:21 time: 0.2615 data_time: 0.0037 memory: 2855 loss: 1.0241 2022/12/07 21:45:23 - mmengine - INFO - Epoch(train) [104][3800/5005] lr: 4.4519e-03 eta: 5:15:58 time: 0.2643 data_time: 0.0036 memory: 2855 loss: 0.9486 2022/12/07 21:45:49 - mmengine - INFO - Epoch(train) [104][3900/5005] lr: 4.4411e-03 eta: 5:15:35 time: 0.2682 data_time: 0.0039 memory: 2855 loss: 0.9943 2022/12/07 21:46:15 - mmengine - INFO - Epoch(train) [104][4000/5005] lr: 4.4304e-03 eta: 5:15:12 time: 0.2665 data_time: 0.0039 memory: 2855 loss: 1.0118 2022/12/07 21:46:42 - mmengine - INFO - Epoch(train) [104][4100/5005] lr: 4.4196e-03 eta: 5:14:49 time: 0.2584 data_time: 0.0035 memory: 2855 loss: 0.9467 2022/12/07 21:47:08 - mmengine - INFO - Epoch(train) [104][4200/5005] lr: 4.4089e-03 eta: 5:14:26 time: 0.2552 data_time: 0.0020 memory: 2855 loss: 0.8309 2022/12/07 21:47:28 - mmengine - INFO - Epoch(train) [104][4300/5005] lr: 4.3981e-03 eta: 5:14:02 time: 0.2144 data_time: 0.0023 memory: 2855 loss: 0.7911 2022/12/07 21:47:45 - mmengine - INFO - Epoch(train) [104][4400/5005] lr: 4.3874e-03 eta: 5:13:38 time: 0.1273 data_time: 0.0040 memory: 2855 loss: 0.9991 2022/12/07 21:47:56 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:47:58 - mmengine - INFO - Epoch(train) [104][4500/5005] lr: 4.3767e-03 eta: 5:13:13 time: 0.1265 data_time: 0.0035 memory: 2855 loss: 0.9331 2022/12/07 21:48:23 - mmengine - INFO - Epoch(train) [104][4600/5005] lr: 4.3660e-03 eta: 5:12:50 time: 0.2639 data_time: 0.0036 memory: 2855 loss: 0.9353 2022/12/07 21:48:47 - mmengine - INFO - Epoch(train) [104][4700/5005] lr: 4.3553e-03 eta: 5:12:27 time: 0.2678 data_time: 0.0033 memory: 2855 loss: 1.0269 2022/12/07 21:49:13 - mmengine - INFO - Epoch(train) [104][4800/5005] lr: 4.3447e-03 eta: 5:12:04 time: 0.2555 data_time: 0.0034 memory: 2855 loss: 1.0227 2022/12/07 21:49:39 - mmengine - INFO - Epoch(train) [104][4900/5005] lr: 4.3340e-03 eta: 5:11:41 time: 0.2616 data_time: 0.0033 memory: 2855 loss: 0.9980 2022/12/07 21:50:05 - mmengine - INFO - Epoch(train) [104][5000/5005] lr: 4.3234e-03 eta: 5:11:18 time: 0.2670 data_time: 0.0048 memory: 2855 loss: 1.0575 2022/12/07 21:50:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:50:07 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/12/07 21:50:17 - mmengine - INFO - Epoch(val) [104][100/196] eta: 0:00:07 time: 0.0748 data_time: 0.0364 memory: 2855 2022/12/07 21:50:32 - mmengine - INFO - Epoch(val) [104][196/196] accuracy/top1: 75.9480 accuracy/top5: 93.0860 2022/12/07 21:50:51 - mmengine - INFO - Epoch(train) [105][ 100/5005] lr: 4.3122e-03 eta: 5:10:53 time: 0.1207 data_time: 0.0020 memory: 2855 loss: 0.9174 2022/12/07 21:51:08 - mmengine - INFO - Epoch(train) [105][ 200/5005] lr: 4.3016e-03 eta: 5:10:29 time: 0.1271 data_time: 0.0035 memory: 2855 loss: 0.9818 2022/12/07 21:51:23 - mmengine - INFO - Epoch(train) [105][ 300/5005] lr: 4.2910e-03 eta: 5:10:04 time: 0.2697 data_time: 0.0043 memory: 2855 loss: 0.8198 2022/12/07 21:51:49 - mmengine - INFO - Epoch(train) [105][ 400/5005] lr: 4.2804e-03 eta: 5:09:41 time: 0.2658 data_time: 0.0034 memory: 2855 loss: 1.0386 2022/12/07 21:52:08 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:52:14 - mmengine - INFO - Epoch(train) [105][ 500/5005] lr: 4.2698e-03 eta: 5:09:18 time: 0.2543 data_time: 0.0041 memory: 2855 loss: 0.9250 2022/12/07 21:52:40 - mmengine - INFO - Epoch(train) [105][ 600/5005] lr: 4.2592e-03 eta: 5:08:55 time: 0.2585 data_time: 0.0034 memory: 2855 loss: 1.1368 2022/12/07 21:53:06 - mmengine - INFO - Epoch(train) [105][ 700/5005] lr: 4.2487e-03 eta: 5:08:32 time: 0.2611 data_time: 0.0034 memory: 2855 loss: 0.9913 2022/12/07 21:53:32 - mmengine - INFO - Epoch(train) [105][ 800/5005] lr: 4.2381e-03 eta: 5:08:09 time: 0.2604 data_time: 0.0034 memory: 2855 loss: 0.8817 2022/12/07 21:53:57 - mmengine - INFO - Epoch(train) [105][ 900/5005] lr: 4.2276e-03 eta: 5:07:46 time: 0.2184 data_time: 0.0020 memory: 2855 loss: 1.0403 2022/12/07 21:54:17 - mmengine - INFO - Epoch(train) [105][1000/5005] lr: 4.2171e-03 eta: 5:07:22 time: 0.2602 data_time: 0.0019 memory: 2855 loss: 1.0920 2022/12/07 21:54:31 - mmengine - INFO - Epoch(train) [105][1100/5005] lr: 4.2066e-03 eta: 5:06:58 time: 0.1227 data_time: 0.0036 memory: 2855 loss: 0.9737 2022/12/07 21:54:46 - mmengine - INFO - Epoch(train) [105][1200/5005] lr: 4.1961e-03 eta: 5:06:33 time: 0.2705 data_time: 0.0038 memory: 2855 loss: 0.9063 2022/12/07 21:55:10 - mmengine - INFO - Epoch(train) [105][1300/5005] lr: 4.1856e-03 eta: 5:06:10 time: 0.2663 data_time: 0.0033 memory: 2855 loss: 0.9391 2022/12/07 21:55:35 - mmengine - INFO - Epoch(train) [105][1400/5005] lr: 4.1751e-03 eta: 5:05:47 time: 0.2580 data_time: 0.0042 memory: 2855 loss: 0.9255 2022/12/07 21:55:55 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:56:00 - mmengine - INFO - Epoch(train) [105][1500/5005] lr: 4.1647e-03 eta: 5:05:23 time: 0.2583 data_time: 0.0040 memory: 2855 loss: 0.9178 2022/12/07 21:56:25 - mmengine - INFO - Epoch(train) [105][1600/5005] lr: 4.1542e-03 eta: 5:05:00 time: 0.1989 data_time: 0.0036 memory: 2855 loss: 0.8471 2022/12/07 21:56:51 - mmengine - INFO - Epoch(train) [105][1700/5005] lr: 4.1438e-03 eta: 5:04:37 time: 0.2655 data_time: 0.0031 memory: 2855 loss: 0.9451 2022/12/07 21:57:17 - mmengine - INFO - Epoch(train) [105][1800/5005] lr: 4.1334e-03 eta: 5:04:15 time: 0.2580 data_time: 0.0019 memory: 2855 loss: 0.9270 2022/12/07 21:57:36 - mmengine - INFO - Epoch(train) [105][1900/5005] lr: 4.1230e-03 eta: 5:03:51 time: 0.2615 data_time: 0.0018 memory: 2855 loss: 0.8542 2022/12/07 21:57:51 - mmengine - INFO - Epoch(train) [105][2000/5005] lr: 4.1126e-03 eta: 5:03:26 time: 0.1214 data_time: 0.0041 memory: 2855 loss: 0.9840 2022/12/07 21:58:07 - mmengine - INFO - Epoch(train) [105][2100/5005] lr: 4.1022e-03 eta: 5:03:01 time: 0.2661 data_time: 0.0030 memory: 2855 loss: 0.8861 2022/12/07 21:58:33 - mmengine - INFO - Epoch(train) [105][2200/5005] lr: 4.0918e-03 eta: 5:02:39 time: 0.2539 data_time: 0.0031 memory: 2855 loss: 0.7983 2022/12/07 21:58:56 - mmengine - INFO - Epoch(train) [105][2300/5005] lr: 4.0815e-03 eta: 5:02:15 time: 0.2612 data_time: 0.0033 memory: 2855 loss: 1.0420 2022/12/07 21:59:22 - mmengine - INFO - Epoch(train) [105][2400/5005] lr: 4.0711e-03 eta: 5:01:52 time: 0.2590 data_time: 0.0032 memory: 2855 loss: 0.9032 2022/12/07 21:59:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 21:59:48 - mmengine - INFO - Epoch(train) [105][2500/5005] lr: 4.0608e-03 eta: 5:01:29 time: 0.2650 data_time: 0.0041 memory: 2855 loss: 0.9583 2022/12/07 22:00:14 - mmengine - INFO - Epoch(train) [105][2600/5005] lr: 4.0505e-03 eta: 5:01:06 time: 0.2557 data_time: 0.0035 memory: 2855 loss: 1.0079 2022/12/07 22:00:39 - mmengine - INFO - Epoch(train) [105][2700/5005] lr: 4.0402e-03 eta: 5:00:43 time: 0.1870 data_time: 0.0021 memory: 2855 loss: 0.8451 2022/12/07 22:00:59 - mmengine - INFO - Epoch(train) [105][2800/5005] lr: 4.0299e-03 eta: 5:00:19 time: 0.2693 data_time: 0.0019 memory: 2855 loss: 0.8181 2022/12/07 22:01:13 - mmengine - INFO - Epoch(train) [105][2900/5005] lr: 4.0196e-03 eta: 4:59:55 time: 0.1228 data_time: 0.0034 memory: 2855 loss: 0.9263 2022/12/07 22:01:29 - mmengine - INFO - Epoch(train) [105][3000/5005] lr: 4.0093e-03 eta: 4:59:30 time: 0.2644 data_time: 0.0030 memory: 2855 loss: 1.0089 2022/12/07 22:01:54 - mmengine - INFO - Epoch(train) [105][3100/5005] lr: 3.9991e-03 eta: 4:59:07 time: 0.2557 data_time: 0.0032 memory: 2855 loss: 0.8520 2022/12/07 22:02:17 - mmengine - INFO - Epoch(train) [105][3200/5005] lr: 3.9888e-03 eta: 4:58:44 time: 0.2547 data_time: 0.0032 memory: 2855 loss: 0.9817 2022/12/07 22:02:42 - mmengine - INFO - Epoch(train) [105][3300/5005] lr: 3.9786e-03 eta: 4:58:21 time: 0.2212 data_time: 0.0033 memory: 2855 loss: 1.0010 2022/12/07 22:03:07 - mmengine - INFO - Epoch(train) [105][3400/5005] lr: 3.9684e-03 eta: 4:57:58 time: 0.2575 data_time: 0.0035 memory: 2855 loss: 0.8981 2022/12/07 22:03:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:03:34 - mmengine - INFO - Epoch(train) [105][3500/5005] lr: 3.9582e-03 eta: 4:57:35 time: 0.2739 data_time: 0.0031 memory: 2855 loss: 0.8439 2022/12/07 22:04:00 - mmengine - INFO - Epoch(train) [105][3600/5005] lr: 3.9480e-03 eta: 4:57:12 time: 0.2132 data_time: 0.0020 memory: 2855 loss: 0.9127 2022/12/07 22:04:19 - mmengine - INFO - Epoch(train) [105][3700/5005] lr: 3.9378e-03 eta: 4:56:48 time: 0.2651 data_time: 0.0018 memory: 2855 loss: 0.9849 2022/12/07 22:04:33 - mmengine - INFO - Epoch(train) [105][3800/5005] lr: 3.9276e-03 eta: 4:56:23 time: 0.1256 data_time: 0.0040 memory: 2855 loss: 1.0773 2022/12/07 22:04:49 - mmengine - INFO - Epoch(train) [105][3900/5005] lr: 3.9175e-03 eta: 4:55:59 time: 0.2623 data_time: 0.0035 memory: 2855 loss: 1.0054 2022/12/07 22:05:13 - mmengine - INFO - Epoch(train) [105][4000/5005] lr: 3.9073e-03 eta: 4:55:35 time: 0.2560 data_time: 0.0033 memory: 2855 loss: 0.8977 2022/12/07 22:05:35 - mmengine - INFO - Epoch(train) [105][4100/5005] lr: 3.8972e-03 eta: 4:55:12 time: 0.2538 data_time: 0.0035 memory: 2855 loss: 0.8492 2022/12/07 22:06:00 - mmengine - INFO - Epoch(train) [105][4200/5005] lr: 3.8871e-03 eta: 4:54:49 time: 0.2586 data_time: 0.0031 memory: 2855 loss: 0.8662 2022/12/07 22:06:26 - mmengine - INFO - Epoch(train) [105][4300/5005] lr: 3.8770e-03 eta: 4:54:26 time: 0.2603 data_time: 0.0036 memory: 2855 loss: 1.0310 2022/12/07 22:06:52 - mmengine - INFO - Epoch(train) [105][4400/5005] lr: 3.8669e-03 eta: 4:54:03 time: 0.2634 data_time: 0.0031 memory: 2855 loss: 0.8223 2022/12/07 22:07:13 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:07:18 - mmengine - INFO - Epoch(train) [105][4500/5005] lr: 3.8568e-03 eta: 4:53:40 time: 0.2620 data_time: 0.0019 memory: 2855 loss: 1.0222 2022/12/07 22:07:36 - mmengine - INFO - Epoch(train) [105][4600/5005] lr: 3.8468e-03 eta: 4:53:16 time: 0.2601 data_time: 0.0019 memory: 2855 loss: 0.8983 2022/12/07 22:07:52 - mmengine - INFO - Epoch(train) [105][4700/5005] lr: 3.8367e-03 eta: 4:52:52 time: 0.1232 data_time: 0.0035 memory: 2855 loss: 0.9591 2022/12/07 22:08:09 - mmengine - INFO - Epoch(train) [105][4800/5005] lr: 3.8267e-03 eta: 4:52:27 time: 0.2663 data_time: 0.0033 memory: 2855 loss: 0.9536 2022/12/07 22:08:34 - mmengine - INFO - Epoch(train) [105][4900/5005] lr: 3.8166e-03 eta: 4:52:04 time: 0.2583 data_time: 0.0036 memory: 2855 loss: 0.9651 2022/12/07 22:09:00 - mmengine - INFO - Epoch(train) [105][5000/5005] lr: 3.8066e-03 eta: 4:51:41 time: 0.2617 data_time: 0.0051 memory: 2855 loss: 1.0236 2022/12/07 22:09:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:09:01 - mmengine - INFO - Saving checkpoint at 105 epochs 2022/12/07 22:09:12 - mmengine - INFO - Epoch(val) [105][100/196] eta: 0:00:08 time: 0.0907 data_time: 0.0377 memory: 2855 2022/12/07 22:09:33 - mmengine - INFO - Epoch(val) [105][196/196] accuracy/top1: 76.1740 accuracy/top5: 93.1340 2022/12/07 22:10:00 - mmengine - INFO - Epoch(train) [106][ 100/5005] lr: 3.7961e-03 eta: 4:51:17 time: 0.2609 data_time: 0.0035 memory: 2855 loss: 1.0738 2022/12/07 22:10:27 - mmengine - INFO - Epoch(train) [106][ 200/5005] lr: 3.7861e-03 eta: 4:50:54 time: 0.2554 data_time: 0.0029 memory: 2855 loss: 0.8559 2022/12/07 22:10:48 - mmengine - INFO - Epoch(train) [106][ 300/5005] lr: 3.7762e-03 eta: 4:50:31 time: 0.1720 data_time: 0.0023 memory: 2855 loss: 0.8629 2022/12/07 22:11:07 - mmengine - INFO - Epoch(train) [106][ 400/5005] lr: 3.7662e-03 eta: 4:50:07 time: 0.1249 data_time: 0.0032 memory: 2855 loss: 1.0152 2022/12/07 22:11:17 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:11:20 - mmengine - INFO - Epoch(train) [106][ 500/5005] lr: 3.7562e-03 eta: 4:49:42 time: 0.1223 data_time: 0.0041 memory: 2855 loss: 0.7729 2022/12/07 22:11:41 - mmengine - INFO - Epoch(train) [106][ 600/5005] lr: 3.7463e-03 eta: 4:49:18 time: 0.2600 data_time: 0.0039 memory: 2855 loss: 1.0424 2022/12/07 22:12:05 - mmengine - INFO - Epoch(train) [106][ 700/5005] lr: 3.7364e-03 eta: 4:48:55 time: 0.1571 data_time: 0.0038 memory: 2855 loss: 0.9539 2022/12/07 22:12:32 - mmengine - INFO - Epoch(train) [106][ 800/5005] lr: 3.7265e-03 eta: 4:48:32 time: 0.2797 data_time: 0.0038 memory: 2855 loss: 0.9277 2022/12/07 22:12:58 - mmengine - INFO - Epoch(train) [106][ 900/5005] lr: 3.7166e-03 eta: 4:48:09 time: 0.2584 data_time: 0.0032 memory: 2855 loss: 1.1262 2022/12/07 22:13:24 - mmengine - INFO - Epoch(train) [106][1000/5005] lr: 3.7067e-03 eta: 4:47:46 time: 0.2545 data_time: 0.0034 memory: 2855 loss: 0.9628 2022/12/07 22:13:51 - mmengine - INFO - Epoch(train) [106][1100/5005] lr: 3.6968e-03 eta: 4:47:24 time: 0.2592 data_time: 0.0020 memory: 2855 loss: 1.0852 2022/12/07 22:14:12 - mmengine - INFO - Epoch(train) [106][1200/5005] lr: 3.6869e-03 eta: 4:47:00 time: 0.1741 data_time: 0.0024 memory: 2855 loss: 0.8567 2022/12/07 22:14:30 - mmengine - INFO - Epoch(train) [106][1300/5005] lr: 3.6771e-03 eta: 4:46:36 time: 0.1224 data_time: 0.0034 memory: 2855 loss: 0.9009 2022/12/07 22:14:43 - mmengine - INFO - Epoch(train) [106][1400/5005] lr: 3.6672e-03 eta: 4:46:11 time: 0.1232 data_time: 0.0039 memory: 2855 loss: 0.8638 2022/12/07 22:15:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:15:07 - mmengine - INFO - Epoch(train) [106][1500/5005] lr: 3.6574e-03 eta: 4:45:48 time: 0.2454 data_time: 0.0038 memory: 2855 loss: 1.0118 2022/12/07 22:15:33 - mmengine - INFO - Epoch(train) [106][1600/5005] lr: 3.6476e-03 eta: 4:45:25 time: 0.2623 data_time: 0.0035 memory: 2855 loss: 0.8565 2022/12/07 22:15:59 - mmengine - INFO - Epoch(train) [106][1700/5005] lr: 3.6378e-03 eta: 4:45:02 time: 0.2543 data_time: 0.0035 memory: 2855 loss: 0.9373 2022/12/07 22:16:25 - mmengine - INFO - Epoch(train) [106][1800/5005] lr: 3.6280e-03 eta: 4:44:39 time: 0.2661 data_time: 0.0033 memory: 2855 loss: 0.8905 2022/12/07 22:16:51 - mmengine - INFO - Epoch(train) [106][1900/5005] lr: 3.6182e-03 eta: 4:44:16 time: 0.2536 data_time: 0.0041 memory: 2855 loss: 1.0532 2022/12/07 22:17:17 - mmengine - INFO - Epoch(train) [106][2000/5005] lr: 3.6085e-03 eta: 4:43:53 time: 0.2558 data_time: 0.0019 memory: 2855 loss: 1.0197 2022/12/07 22:17:37 - mmengine - INFO - Epoch(train) [106][2100/5005] lr: 3.5987e-03 eta: 4:43:29 time: 0.2050 data_time: 0.0021 memory: 2855 loss: 0.7484 2022/12/07 22:17:54 - mmengine - INFO - Epoch(train) [106][2200/5005] lr: 3.5890e-03 eta: 4:43:05 time: 0.1244 data_time: 0.0045 memory: 2855 loss: 1.0067 2022/12/07 22:18:08 - mmengine - INFO - Epoch(train) [106][2300/5005] lr: 3.5793e-03 eta: 4:42:40 time: 0.2497 data_time: 0.0039 memory: 2855 loss: 0.8123 2022/12/07 22:18:34 - mmengine - INFO - Epoch(train) [106][2400/5005] lr: 3.5696e-03 eta: 4:42:17 time: 0.2609 data_time: 0.0035 memory: 2855 loss: 0.8859 2022/12/07 22:18:53 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:19:00 - mmengine - INFO - Epoch(train) [106][2500/5005] lr: 3.5599e-03 eta: 4:41:54 time: 0.2576 data_time: 0.0042 memory: 2855 loss: 0.8661 2022/12/07 22:19:25 - mmengine - INFO - Epoch(train) [106][2600/5005] lr: 3.5502e-03 eta: 4:41:31 time: 0.2584 data_time: 0.0036 memory: 2855 loss: 1.1267 2022/12/07 22:19:51 - mmengine - INFO - Epoch(train) [106][2700/5005] lr: 3.5405e-03 eta: 4:41:08 time: 0.2343 data_time: 0.0036 memory: 2855 loss: 0.9743 2022/12/07 22:20:17 - mmengine - INFO - Epoch(train) [106][2800/5005] lr: 3.5308e-03 eta: 4:40:45 time: 0.2613 data_time: 0.0037 memory: 2855 loss: 0.9001 2022/12/07 22:20:43 - mmengine - INFO - Epoch(train) [106][2900/5005] lr: 3.5212e-03 eta: 4:40:23 time: 0.2644 data_time: 0.0019 memory: 2855 loss: 1.0348 2022/12/07 22:21:02 - mmengine - INFO - Epoch(train) [106][3000/5005] lr: 3.5116e-03 eta: 4:39:59 time: 0.2594 data_time: 0.0018 memory: 2855 loss: 0.8614 2022/12/07 22:21:17 - mmengine - INFO - Epoch(train) [106][3100/5005] lr: 3.5019e-03 eta: 4:39:34 time: 0.1263 data_time: 0.0033 memory: 2855 loss: 0.9172 2022/12/07 22:21:31 - mmengine - INFO - Epoch(train) [106][3200/5005] lr: 3.4923e-03 eta: 4:39:10 time: 0.2610 data_time: 0.0046 memory: 2855 loss: 0.9810 2022/12/07 22:21:55 - mmengine - INFO - Epoch(train) [106][3300/5005] lr: 3.4827e-03 eta: 4:38:46 time: 0.2633 data_time: 0.0034 memory: 2855 loss: 0.9362 2022/12/07 22:22:19 - mmengine - INFO - Epoch(train) [106][3400/5005] lr: 3.4731e-03 eta: 4:38:23 time: 0.2551 data_time: 0.0037 memory: 2855 loss: 0.8727 2022/12/07 22:22:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:22:45 - mmengine - INFO - Epoch(train) [106][3500/5005] lr: 3.4636e-03 eta: 4:38:00 time: 0.2640 data_time: 0.0031 memory: 2855 loss: 0.8823 2022/12/07 22:23:10 - mmengine - INFO - Epoch(train) [106][3600/5005] lr: 3.4540e-03 eta: 4:37:37 time: 0.2151 data_time: 0.0036 memory: 2855 loss: 1.0380 2022/12/07 22:23:36 - mmengine - INFO - Epoch(train) [106][3700/5005] lr: 3.4445e-03 eta: 4:37:14 time: 0.2598 data_time: 0.0031 memory: 2855 loss: 0.7779 2022/12/07 22:24:02 - mmengine - INFO - Epoch(train) [106][3800/5005] lr: 3.4349e-03 eta: 4:36:51 time: 0.2601 data_time: 0.0019 memory: 2855 loss: 0.8530 2022/12/07 22:24:21 - mmengine - INFO - Epoch(train) [106][3900/5005] lr: 3.4254e-03 eta: 4:36:27 time: 0.2082 data_time: 0.0020 memory: 2855 loss: 0.9837 2022/12/07 22:24:38 - mmengine - INFO - Epoch(train) [106][4000/5005] lr: 3.4159e-03 eta: 4:36:03 time: 0.1209 data_time: 0.0033 memory: 2855 loss: 0.9676 2022/12/07 22:24:52 - mmengine - INFO - Epoch(train) [106][4100/5005] lr: 3.4064e-03 eta: 4:35:38 time: 0.2661 data_time: 0.0036 memory: 2855 loss: 0.9148 2022/12/07 22:25:17 - mmengine - INFO - Epoch(train) [106][4200/5005] lr: 3.3969e-03 eta: 4:35:15 time: 0.2634 data_time: 0.0048 memory: 2855 loss: 0.9502 2022/12/07 22:25:43 - mmengine - INFO - Epoch(train) [106][4300/5005] lr: 3.3875e-03 eta: 4:34:52 time: 0.2573 data_time: 0.0035 memory: 2855 loss: 0.9936 2022/12/07 22:26:09 - mmengine - INFO - Epoch(train) [106][4400/5005] lr: 3.3780e-03 eta: 4:34:29 time: 0.2582 data_time: 0.0035 memory: 2855 loss: 0.9537 2022/12/07 22:26:29 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:26:36 - mmengine - INFO - Epoch(train) [106][4500/5005] lr: 3.3686e-03 eta: 4:34:06 time: 0.2620 data_time: 0.0035 memory: 2855 loss: 0.8937 2022/12/07 22:27:02 - mmengine - INFO - Epoch(train) [106][4600/5005] lr: 3.3591e-03 eta: 4:33:44 time: 0.2594 data_time: 0.0030 memory: 2855 loss: 0.9670 2022/12/07 22:27:28 - mmengine - INFO - Epoch(train) [106][4700/5005] lr: 3.3497e-03 eta: 4:33:21 time: 0.2432 data_time: 0.0019 memory: 2855 loss: 1.0658 2022/12/07 22:27:47 - mmengine - INFO - Epoch(train) [106][4800/5005] lr: 3.3403e-03 eta: 4:32:57 time: 0.2619 data_time: 0.0019 memory: 2855 loss: 0.8506 2022/12/07 22:28:01 - mmengine - INFO - Epoch(train) [106][4900/5005] lr: 3.3309e-03 eta: 4:32:32 time: 0.1233 data_time: 0.0034 memory: 2855 loss: 0.9517 2022/12/07 22:28:19 - mmengine - INFO - Epoch(train) [106][5000/5005] lr: 3.3215e-03 eta: 4:32:08 time: 0.2588 data_time: 0.0051 memory: 2855 loss: 0.9472 2022/12/07 22:28:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:28:20 - mmengine - INFO - Saving checkpoint at 106 epochs 2022/12/07 22:28:31 - mmengine - INFO - Epoch(val) [106][100/196] eta: 0:00:08 time: 0.0776 data_time: 0.0554 memory: 2855 2022/12/07 22:28:52 - mmengine - INFO - Epoch(val) [106][196/196] accuracy/top1: 76.4340 accuracy/top5: 93.2300 2022/12/07 22:29:19 - mmengine - INFO - Epoch(train) [107][ 100/5005] lr: 3.3117e-03 eta: 4:31:44 time: 0.2623 data_time: 0.0034 memory: 2855 loss: 0.8547 2022/12/07 22:29:46 - mmengine - INFO - Epoch(train) [107][ 200/5005] lr: 3.3024e-03 eta: 4:31:21 time: 0.2656 data_time: 0.0043 memory: 2855 loss: 0.8922 2022/12/07 22:30:12 - mmengine - INFO - Epoch(train) [107][ 300/5005] lr: 3.2930e-03 eta: 4:30:58 time: 0.2667 data_time: 0.0033 memory: 2855 loss: 0.8106 2022/12/07 22:30:38 - mmengine - INFO - Epoch(train) [107][ 400/5005] lr: 3.2837e-03 eta: 4:30:35 time: 0.2646 data_time: 0.0020 memory: 2855 loss: 0.9497 2022/12/07 22:30:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:30:59 - mmengine - INFO - Epoch(train) [107][ 500/5005] lr: 3.2744e-03 eta: 4:30:12 time: 0.1746 data_time: 0.0026 memory: 2855 loss: 0.6947 2022/12/07 22:31:18 - mmengine - INFO - Epoch(train) [107][ 600/5005] lr: 3.2651e-03 eta: 4:29:48 time: 0.1226 data_time: 0.0042 memory: 2855 loss: 0.8610 2022/12/07 22:31:30 - mmengine - INFO - Epoch(train) [107][ 700/5005] lr: 3.2558e-03 eta: 4:29:23 time: 0.1268 data_time: 0.0033 memory: 2855 loss: 1.0426 2022/12/07 22:31:53 - mmengine - INFO - Epoch(train) [107][ 800/5005] lr: 3.2465e-03 eta: 4:29:00 time: 0.2247 data_time: 0.0048 memory: 2855 loss: 0.9004 2022/12/07 22:32:18 - mmengine - INFO - Epoch(train) [107][ 900/5005] lr: 3.2372e-03 eta: 4:28:36 time: 0.2639 data_time: 0.0043 memory: 2855 loss: 1.0408 2022/12/07 22:32:44 - mmengine - INFO - Epoch(train) [107][1000/5005] lr: 3.2280e-03 eta: 4:28:13 time: 0.2658 data_time: 0.0034 memory: 2855 loss: 0.9206 2022/12/07 22:33:10 - mmengine - INFO - Epoch(train) [107][1100/5005] lr: 3.2187e-03 eta: 4:27:51 time: 0.2600 data_time: 0.0037 memory: 2855 loss: 0.9026 2022/12/07 22:33:37 - mmengine - INFO - Epoch(train) [107][1200/5005] lr: 3.2095e-03 eta: 4:27:28 time: 0.2682 data_time: 0.0050 memory: 2855 loss: 0.9501 2022/12/07 22:34:03 - mmengine - INFO - Epoch(train) [107][1300/5005] lr: 3.2003e-03 eta: 4:27:05 time: 0.2546 data_time: 0.0020 memory: 2855 loss: 0.7636 2022/12/07 22:34:23 - mmengine - INFO - Epoch(train) [107][1400/5005] lr: 3.1911e-03 eta: 4:26:41 time: 0.1733 data_time: 0.0023 memory: 2855 loss: 0.9515 2022/12/07 22:34:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:34:41 - mmengine - INFO - Epoch(train) [107][1500/5005] lr: 3.1819e-03 eta: 4:26:17 time: 0.1318 data_time: 0.0033 memory: 2855 loss: 0.8406 2022/12/07 22:34:54 - mmengine - INFO - Epoch(train) [107][1600/5005] lr: 3.1727e-03 eta: 4:25:52 time: 0.1258 data_time: 0.0037 memory: 2855 loss: 0.8586 2022/12/07 22:35:18 - mmengine - INFO - Epoch(train) [107][1700/5005] lr: 3.1636e-03 eta: 4:25:29 time: 0.2567 data_time: 0.0038 memory: 2855 loss: 0.8802 2022/12/07 22:35:45 - mmengine - INFO - Epoch(train) [107][1800/5005] lr: 3.1544e-03 eta: 4:25:06 time: 0.2667 data_time: 0.0031 memory: 2855 loss: 0.7980 2022/12/07 22:36:11 - mmengine - INFO - Epoch(train) [107][1900/5005] lr: 3.1453e-03 eta: 4:24:43 time: 0.2538 data_time: 0.0037 memory: 2855 loss: 0.8909 2022/12/07 22:36:38 - mmengine - INFO - Epoch(train) [107][2000/5005] lr: 3.1362e-03 eta: 4:24:20 time: 0.2621 data_time: 0.0046 memory: 2855 loss: 0.8788 2022/12/07 22:37:04 - mmengine - INFO - Epoch(train) [107][2100/5005] lr: 3.1271e-03 eta: 4:23:57 time: 0.2560 data_time: 0.0042 memory: 2855 loss: 0.9418 2022/12/07 22:37:30 - mmengine - INFO - Epoch(train) [107][2200/5005] lr: 3.1180e-03 eta: 4:23:34 time: 0.2600 data_time: 0.0020 memory: 2855 loss: 0.9226 2022/12/07 22:37:50 - mmengine - INFO - Epoch(train) [107][2300/5005] lr: 3.1089e-03 eta: 4:23:11 time: 0.2104 data_time: 0.0021 memory: 2855 loss: 0.8245 2022/12/07 22:38:07 - mmengine - INFO - Epoch(train) [107][2400/5005] lr: 3.0998e-03 eta: 4:22:47 time: 0.1272 data_time: 0.0068 memory: 2855 loss: 0.8912 2022/12/07 22:38:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:38:20 - mmengine - INFO - Epoch(train) [107][2500/5005] lr: 3.0908e-03 eta: 4:22:22 time: 0.1247 data_time: 0.0033 memory: 2855 loss: 1.0460 2022/12/07 22:38:45 - mmengine - INFO - Epoch(train) [107][2600/5005] lr: 3.0817e-03 eta: 4:21:59 time: 0.2634 data_time: 0.0039 memory: 2855 loss: 0.9160 2022/12/07 22:39:11 - mmengine - INFO - Epoch(train) [107][2700/5005] lr: 3.0727e-03 eta: 4:21:36 time: 0.2574 data_time: 0.0035 memory: 2855 loss: 0.9441 2022/12/07 22:39:37 - mmengine - INFO - Epoch(train) [107][2800/5005] lr: 3.0636e-03 eta: 4:21:13 time: 0.2586 data_time: 0.0036 memory: 2855 loss: 0.9760 2022/12/07 22:40:03 - mmengine - INFO - Epoch(train) [107][2900/5005] lr: 3.0546e-03 eta: 4:20:50 time: 0.2634 data_time: 0.0036 memory: 2855 loss: 0.9095 2022/12/07 22:40:29 - mmengine - INFO - Epoch(train) [107][3000/5005] lr: 3.0456e-03 eta: 4:20:27 time: 0.2675 data_time: 0.0033 memory: 2855 loss: 0.9639 2022/12/07 22:40:56 - mmengine - INFO - Epoch(train) [107][3100/5005] lr: 3.0367e-03 eta: 4:20:04 time: 0.2533 data_time: 0.0020 memory: 2855 loss: 0.8505 2022/12/07 22:41:14 - mmengine - INFO - Epoch(train) [107][3200/5005] lr: 3.0277e-03 eta: 4:19:40 time: 0.2605 data_time: 0.0018 memory: 2855 loss: 0.8811 2022/12/07 22:41:30 - mmengine - INFO - Epoch(train) [107][3300/5005] lr: 3.0187e-03 eta: 4:19:16 time: 0.1271 data_time: 0.0033 memory: 2855 loss: 0.9576 2022/12/07 22:41:44 - mmengine - INFO - Epoch(train) [107][3400/5005] lr: 3.0098e-03 eta: 4:18:51 time: 0.2339 data_time: 0.0035 memory: 2855 loss: 0.9394 2022/12/07 22:42:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:42:08 - mmengine - INFO - Epoch(train) [107][3500/5005] lr: 3.0009e-03 eta: 4:18:28 time: 0.2619 data_time: 0.0036 memory: 2855 loss: 0.9444 2022/12/07 22:42:33 - mmengine - INFO - Epoch(train) [107][3600/5005] lr: 2.9919e-03 eta: 4:18:05 time: 0.2655 data_time: 0.0044 memory: 2855 loss: 0.8452 2022/12/07 22:42:59 - mmengine - INFO - Epoch(train) [107][3700/5005] lr: 2.9830e-03 eta: 4:17:42 time: 0.2628 data_time: 0.0037 memory: 2855 loss: 0.8954 2022/12/07 22:43:25 - mmengine - INFO - Epoch(train) [107][3800/5005] lr: 2.9742e-03 eta: 4:17:19 time: 0.2531 data_time: 0.0049 memory: 2855 loss: 0.9286 2022/12/07 22:43:52 - mmengine - INFO - Epoch(train) [107][3900/5005] lr: 2.9653e-03 eta: 4:16:56 time: 0.2677 data_time: 0.0030 memory: 2855 loss: 1.1300 2022/12/07 22:44:18 - mmengine - INFO - Epoch(train) [107][4000/5005] lr: 2.9564e-03 eta: 4:16:33 time: 0.2539 data_time: 0.0020 memory: 2855 loss: 0.8355 2022/12/07 22:44:37 - mmengine - INFO - Epoch(train) [107][4100/5005] lr: 2.9476e-03 eta: 4:16:09 time: 0.2631 data_time: 0.0019 memory: 2855 loss: 0.9469 2022/12/07 22:44:52 - mmengine - INFO - Epoch(train) [107][4200/5005] lr: 2.9387e-03 eta: 4:15:45 time: 0.1268 data_time: 0.0046 memory: 2855 loss: 0.9895 2022/12/07 22:45:08 - mmengine - INFO - Epoch(train) [107][4300/5005] lr: 2.9299e-03 eta: 4:15:21 time: 0.2637 data_time: 0.0035 memory: 2855 loss: 0.7361 2022/12/07 22:45:33 - mmengine - INFO - Epoch(train) [107][4400/5005] lr: 2.9211e-03 eta: 4:14:58 time: 0.2628 data_time: 0.0041 memory: 2855 loss: 0.8465 2022/12/07 22:45:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:46:00 - mmengine - INFO - Epoch(train) [107][4500/5005] lr: 2.9123e-03 eta: 4:14:35 time: 0.2578 data_time: 0.0038 memory: 2855 loss: 0.9432 2022/12/07 22:46:25 - mmengine - INFO - Epoch(train) [107][4600/5005] lr: 2.9035e-03 eta: 4:14:12 time: 0.2229 data_time: 0.0036 memory: 2855 loss: 0.7475 2022/12/07 22:46:50 - mmengine - INFO - Epoch(train) [107][4700/5005] lr: 2.8947e-03 eta: 4:13:49 time: 0.2650 data_time: 0.0049 memory: 2855 loss: 0.9012 2022/12/07 22:47:16 - mmengine - INFO - Epoch(train) [107][4800/5005] lr: 2.8859e-03 eta: 4:13:26 time: 0.2626 data_time: 0.0033 memory: 2855 loss: 0.8706 2022/12/07 22:47:41 - mmengine - INFO - Epoch(train) [107][4900/5005] lr: 2.8772e-03 eta: 4:13:02 time: 0.1744 data_time: 0.0025 memory: 2855 loss: 0.7857 2022/12/07 22:48:01 - mmengine - INFO - Epoch(train) [107][5000/5005] lr: 2.8684e-03 eta: 4:12:39 time: 0.2677 data_time: 0.0029 memory: 2855 loss: 0.8294 2022/12/07 22:48:02 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:48:02 - mmengine - INFO - Saving checkpoint at 107 epochs 2022/12/07 22:48:12 - mmengine - INFO - Epoch(val) [107][100/196] eta: 0:00:07 time: 0.0727 data_time: 0.0493 memory: 2855 2022/12/07 22:48:34 - mmengine - INFO - Epoch(val) [107][196/196] accuracy/top1: 76.4600 accuracy/top5: 93.2980 2022/12/07 22:48:59 - mmengine - INFO - Epoch(train) [108][ 100/5005] lr: 2.8593e-03 eta: 4:12:15 time: 0.2579 data_time: 0.0037 memory: 2855 loss: 1.0351 2022/12/07 22:49:25 - mmengine - INFO - Epoch(train) [108][ 200/5005] lr: 2.8506e-03 eta: 4:11:52 time: 0.2608 data_time: 0.0036 memory: 2855 loss: 0.8176 2022/12/07 22:49:52 - mmengine - INFO - Epoch(train) [108][ 300/5005] lr: 2.8419e-03 eta: 4:11:29 time: 0.2619 data_time: 0.0036 memory: 2855 loss: 0.8218 2022/12/07 22:50:18 - mmengine - INFO - Epoch(train) [108][ 400/5005] lr: 2.8332e-03 eta: 4:11:06 time: 0.2646 data_time: 0.0036 memory: 2855 loss: 0.9489 2022/12/07 22:50:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:50:44 - mmengine - INFO - Epoch(train) [108][ 500/5005] lr: 2.8245e-03 eta: 4:10:43 time: 0.2624 data_time: 0.0031 memory: 2855 loss: 0.8480 2022/12/07 22:51:06 - mmengine - INFO - Epoch(train) [108][ 600/5005] lr: 2.8159e-03 eta: 4:10:19 time: 0.1756 data_time: 0.0025 memory: 2855 loss: 0.7899 2022/12/07 22:51:25 - mmengine - INFO - Epoch(train) [108][ 700/5005] lr: 2.8072e-03 eta: 4:09:55 time: 0.1273 data_time: 0.0055 memory: 2855 loss: 0.9912 2022/12/07 22:51:38 - mmengine - INFO - Epoch(train) [108][ 800/5005] lr: 2.7986e-03 eta: 4:09:31 time: 0.1233 data_time: 0.0033 memory: 2855 loss: 0.8724 2022/12/07 22:52:01 - mmengine - INFO - Epoch(train) [108][ 900/5005] lr: 2.7900e-03 eta: 4:09:07 time: 0.2679 data_time: 0.0037 memory: 2855 loss: 0.7996 2022/12/07 22:52:25 - mmengine - INFO - Epoch(train) [108][1000/5005] lr: 2.7814e-03 eta: 4:08:44 time: 0.2261 data_time: 0.0044 memory: 2855 loss: 0.9040 2022/12/07 22:52:50 - mmengine - INFO - Epoch(train) [108][1100/5005] lr: 2.7728e-03 eta: 4:08:21 time: 0.2648 data_time: 0.0035 memory: 2855 loss: 0.9500 2022/12/07 22:53:15 - mmengine - INFO - Epoch(train) [108][1200/5005] lr: 2.7642e-03 eta: 4:07:58 time: 0.2670 data_time: 0.0034 memory: 2855 loss: 0.8811 2022/12/07 22:53:42 - mmengine - INFO - Epoch(train) [108][1300/5005] lr: 2.7556e-03 eta: 4:07:35 time: 0.2601 data_time: 0.0031 memory: 2855 loss: 0.8668 2022/12/07 22:54:07 - mmengine - INFO - Epoch(train) [108][1400/5005] lr: 2.7471e-03 eta: 4:07:12 time: 0.2597 data_time: 0.0021 memory: 2855 loss: 0.8347 2022/12/07 22:54:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:54:28 - mmengine - INFO - Epoch(train) [108][1500/5005] lr: 2.7385e-03 eta: 4:06:48 time: 0.1762 data_time: 0.0024 memory: 2855 loss: 0.7663 2022/12/07 22:54:47 - mmengine - INFO - Epoch(train) [108][1600/5005] lr: 2.7300e-03 eta: 4:06:25 time: 0.1249 data_time: 0.0039 memory: 2855 loss: 0.9748 2022/12/07 22:54:59 - mmengine - INFO - Epoch(train) [108][1700/5005] lr: 2.7215e-03 eta: 4:06:00 time: 0.1243 data_time: 0.0030 memory: 2855 loss: 0.9228 2022/12/07 22:55:22 - mmengine - INFO - Epoch(train) [108][1800/5005] lr: 2.7130e-03 eta: 4:05:37 time: 0.2519 data_time: 0.0037 memory: 2855 loss: 1.0578 2022/12/07 22:55:48 - mmengine - INFO - Epoch(train) [108][1900/5005] lr: 2.7045e-03 eta: 4:05:14 time: 0.2674 data_time: 0.0038 memory: 2855 loss: 0.8666 2022/12/07 22:56:15 - mmengine - INFO - Epoch(train) [108][2000/5005] lr: 2.6960e-03 eta: 4:04:51 time: 0.2601 data_time: 0.0045 memory: 2855 loss: 1.0282 2022/12/07 22:56:41 - mmengine - INFO - Epoch(train) [108][2100/5005] lr: 2.6875e-03 eta: 4:04:28 time: 0.2666 data_time: 0.0043 memory: 2855 loss: 0.8637 2022/12/07 22:57:07 - mmengine - INFO - Epoch(train) [108][2200/5005] lr: 2.6791e-03 eta: 4:04:05 time: 0.2534 data_time: 0.0032 memory: 2855 loss: 0.9646 2022/12/07 22:57:34 - mmengine - INFO - Epoch(train) [108][2300/5005] lr: 2.6706e-03 eta: 4:03:42 time: 0.2557 data_time: 0.0020 memory: 2855 loss: 0.8718 2022/12/07 22:57:53 - mmengine - INFO - Epoch(train) [108][2400/5005] lr: 2.6622e-03 eta: 4:03:18 time: 0.1944 data_time: 0.0021 memory: 2855 loss: 0.9623 2022/12/07 22:58:06 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 22:58:10 - mmengine - INFO - Epoch(train) [108][2500/5005] lr: 2.6538e-03 eta: 4:02:54 time: 0.1364 data_time: 0.0036 memory: 2855 loss: 0.9218 2022/12/07 22:58:23 - mmengine - INFO - Epoch(train) [108][2600/5005] lr: 2.6454e-03 eta: 4:02:29 time: 0.1537 data_time: 0.0042 memory: 2855 loss: 0.7736 2022/12/07 22:58:48 - mmengine - INFO - Epoch(train) [108][2700/5005] lr: 2.6370e-03 eta: 4:02:06 time: 0.2671 data_time: 0.0038 memory: 2855 loss: 0.9564 2022/12/07 22:59:14 - mmengine - INFO - Epoch(train) [108][2800/5005] lr: 2.6286e-03 eta: 4:01:43 time: 0.2644 data_time: 0.0036 memory: 2855 loss: 0.9150 2022/12/07 22:59:40 - mmengine - INFO - Epoch(train) [108][2900/5005] lr: 2.6203e-03 eta: 4:01:20 time: 0.2574 data_time: 0.0033 memory: 2855 loss: 0.9776 2022/12/07 23:00:05 - mmengine - INFO - Epoch(train) [108][3000/5005] lr: 2.6119e-03 eta: 4:00:57 time: 0.2576 data_time: 0.0038 memory: 2855 loss: 0.8122 2022/12/07 23:00:31 - mmengine - INFO - Epoch(train) [108][3100/5005] lr: 2.6036e-03 eta: 4:00:34 time: 0.2676 data_time: 0.0034 memory: 2855 loss: 0.8878 2022/12/07 23:00:58 - mmengine - INFO - Epoch(train) [108][3200/5005] lr: 2.5953e-03 eta: 4:00:11 time: 0.2572 data_time: 0.0020 memory: 2855 loss: 0.7980 2022/12/07 23:01:16 - mmengine - INFO - Epoch(train) [108][3300/5005] lr: 2.5869e-03 eta: 3:59:47 time: 0.2090 data_time: 0.0020 memory: 2855 loss: 0.8471 2022/12/07 23:01:33 - mmengine - INFO - Epoch(train) [108][3400/5005] lr: 2.5786e-03 eta: 3:59:23 time: 0.1260 data_time: 0.0034 memory: 2855 loss: 1.0456 2022/12/07 23:01:41 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:01:48 - mmengine - INFO - Epoch(train) [108][3500/5005] lr: 2.5704e-03 eta: 3:58:59 time: 0.2744 data_time: 0.0041 memory: 2855 loss: 1.0183 2022/12/07 23:02:13 - mmengine - INFO - Epoch(train) [108][3600/5005] lr: 2.5621e-03 eta: 3:58:36 time: 0.2598 data_time: 0.0041 memory: 2855 loss: 0.8294 2022/12/07 23:02:39 - mmengine - INFO - Epoch(train) [108][3700/5005] lr: 2.5538e-03 eta: 3:58:13 time: 0.2629 data_time: 0.0040 memory: 2855 loss: 0.7937 2022/12/07 23:03:05 - mmengine - INFO - Epoch(train) [108][3800/5005] lr: 2.5456e-03 eta: 3:57:50 time: 0.2562 data_time: 0.0037 memory: 2855 loss: 0.9410 2022/12/07 23:03:30 - mmengine - INFO - Epoch(train) [108][3900/5005] lr: 2.5374e-03 eta: 3:57:27 time: 0.2610 data_time: 0.0040 memory: 2855 loss: 0.7150 2022/12/07 23:03:57 - mmengine - INFO - Epoch(train) [108][4000/5005] lr: 2.5291e-03 eta: 3:57:04 time: 0.2541 data_time: 0.0041 memory: 2855 loss: 0.9407 2022/12/07 23:04:22 - mmengine - INFO - Epoch(train) [108][4100/5005] lr: 2.5209e-03 eta: 3:56:41 time: 0.1954 data_time: 0.0023 memory: 2855 loss: 0.8656 2022/12/07 23:04:42 - mmengine - INFO - Epoch(train) [108][4200/5005] lr: 2.5127e-03 eta: 3:56:17 time: 0.2624 data_time: 0.0019 memory: 2855 loss: 0.8308 2022/12/07 23:04:56 - mmengine - INFO - Epoch(train) [108][4300/5005] lr: 2.5046e-03 eta: 3:55:53 time: 0.1235 data_time: 0.0040 memory: 2855 loss: 0.9271 2022/12/07 23:05:13 - mmengine - INFO - Epoch(train) [108][4400/5005] lr: 2.4964e-03 eta: 3:55:29 time: 0.2546 data_time: 0.0039 memory: 2855 loss: 0.9369 2022/12/07 23:05:29 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:05:38 - mmengine - INFO - Epoch(train) [108][4500/5005] lr: 2.4882e-03 eta: 3:55:06 time: 0.2628 data_time: 0.0037 memory: 2855 loss: 0.9391 2022/12/07 23:06:04 - mmengine - INFO - Epoch(train) [108][4600/5005] lr: 2.4801e-03 eta: 3:54:43 time: 0.2644 data_time: 0.0038 memory: 2855 loss: 0.9933 2022/12/07 23:06:29 - mmengine - INFO - Epoch(train) [108][4700/5005] lr: 2.4720e-03 eta: 3:54:19 time: 0.2596 data_time: 0.0038 memory: 2855 loss: 0.9216 2022/12/07 23:06:55 - mmengine - INFO - Epoch(train) [108][4800/5005] lr: 2.4639e-03 eta: 3:53:56 time: 0.2581 data_time: 0.0050 memory: 2855 loss: 0.7896 2022/12/07 23:07:22 - mmengine - INFO - Epoch(train) [108][4900/5005] lr: 2.4557e-03 eta: 3:53:33 time: 0.2601 data_time: 0.0034 memory: 2855 loss: 0.9178 2022/12/07 23:07:45 - mmengine - INFO - Epoch(train) [108][5000/5005] lr: 2.4477e-03 eta: 3:53:10 time: 0.1735 data_time: 0.0034 memory: 2855 loss: 0.7502 2022/12/07 23:07:46 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:07:46 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/12/07 23:07:53 - mmengine - INFO - Epoch(val) [108][100/196] eta: 0:00:05 time: 0.0496 data_time: 0.0280 memory: 2855 2022/12/07 23:08:06 - mmengine - INFO - Epoch(val) [108][196/196] accuracy/top1: 76.7980 accuracy/top5: 93.4480 2022/12/07 23:08:18 - mmengine - INFO - Epoch(train) [109][ 100/5005] lr: 2.4392e-03 eta: 3:52:44 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8513 2022/12/07 23:08:29 - mmengine - INFO - Epoch(train) [109][ 200/5005] lr: 2.4311e-03 eta: 3:52:20 time: 0.1114 data_time: 0.0020 memory: 2855 loss: 0.8668 2022/12/07 23:08:40 - mmengine - INFO - Epoch(train) [109][ 300/5005] lr: 2.4231e-03 eta: 3:51:55 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.8611 2022/12/07 23:08:52 - mmengine - INFO - Epoch(train) [109][ 400/5005] lr: 2.4150e-03 eta: 3:51:31 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.9811 2022/12/07 23:08:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:09:03 - mmengine - INFO - Epoch(train) [109][ 500/5005] lr: 2.4070e-03 eta: 3:51:06 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.7411 2022/12/07 23:09:14 - mmengine - INFO - Epoch(train) [109][ 600/5005] lr: 2.3990e-03 eta: 3:50:41 time: 0.1118 data_time: 0.0022 memory: 2855 loss: 0.8898 2022/12/07 23:09:26 - mmengine - INFO - Epoch(train) [109][ 700/5005] lr: 2.3910e-03 eta: 3:50:17 time: 0.1115 data_time: 0.0020 memory: 2855 loss: 0.7345 2022/12/07 23:09:37 - mmengine - INFO - Epoch(train) [109][ 800/5005] lr: 2.3830e-03 eta: 3:49:52 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8683 2022/12/07 23:09:48 - mmengine - INFO - Epoch(train) [109][ 900/5005] lr: 2.3750e-03 eta: 3:49:27 time: 0.1120 data_time: 0.0020 memory: 2855 loss: 0.9004 2022/12/07 23:09:59 - mmengine - INFO - Epoch(train) [109][1000/5005] lr: 2.3671e-03 eta: 3:49:03 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.9880 2022/12/07 23:10:11 - mmengine - INFO - Epoch(train) [109][1100/5005] lr: 2.3591e-03 eta: 3:48:38 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 1.0359 2022/12/07 23:10:22 - mmengine - INFO - Epoch(train) [109][1200/5005] lr: 2.3512e-03 eta: 3:48:14 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.8030 2022/12/07 23:10:33 - mmengine - INFO - Epoch(train) [109][1300/5005] lr: 2.3433e-03 eta: 3:47:49 time: 0.1110 data_time: 0.0021 memory: 2855 loss: 0.8170 2022/12/07 23:10:44 - mmengine - INFO - Epoch(train) [109][1400/5005] lr: 2.3354e-03 eta: 3:47:25 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.9531 2022/12/07 23:10:51 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:10:56 - mmengine - INFO - Epoch(train) [109][1500/5005] lr: 2.3275e-03 eta: 3:47:00 time: 0.1109 data_time: 0.0020 memory: 2855 loss: 0.9565 2022/12/07 23:11:07 - mmengine - INFO - Epoch(train) [109][1600/5005] lr: 2.3196e-03 eta: 3:46:35 time: 0.1110 data_time: 0.0021 memory: 2855 loss: 0.8111 2022/12/07 23:11:18 - mmengine - INFO - Epoch(train) [109][1700/5005] lr: 2.3117e-03 eta: 3:46:11 time: 0.1114 data_time: 0.0020 memory: 2855 loss: 0.6991 2022/12/07 23:11:29 - mmengine - INFO - Epoch(train) [109][1800/5005] lr: 2.3039e-03 eta: 3:45:46 time: 0.1115 data_time: 0.0020 memory: 2855 loss: 0.8170 2022/12/07 23:11:41 - mmengine - INFO - Epoch(train) [109][1900/5005] lr: 2.2960e-03 eta: 3:45:22 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8269 2022/12/07 23:11:52 - mmengine - INFO - Epoch(train) [109][2000/5005] lr: 2.2882e-03 eta: 3:44:57 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.8676 2022/12/07 23:12:03 - mmengine - INFO - Epoch(train) [109][2100/5005] lr: 2.2804e-03 eta: 3:44:33 time: 0.1116 data_time: 0.0020 memory: 2855 loss: 0.8683 2022/12/07 23:12:15 - mmengine - INFO - Epoch(train) [109][2200/5005] lr: 2.2726e-03 eta: 3:44:08 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.8823 2022/12/07 23:12:26 - mmengine - INFO - Epoch(train) [109][2300/5005] lr: 2.2648e-03 eta: 3:43:44 time: 0.1121 data_time: 0.0021 memory: 2855 loss: 0.9363 2022/12/07 23:12:37 - mmengine - INFO - Epoch(train) [109][2400/5005] lr: 2.2570e-03 eta: 3:43:19 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8449 2022/12/07 23:12:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:12:49 - mmengine - INFO - Epoch(train) [109][2500/5005] lr: 2.2493e-03 eta: 3:42:55 time: 0.1118 data_time: 0.0020 memory: 2855 loss: 0.9170 2022/12/07 23:13:00 - mmengine - INFO - Epoch(train) [109][2600/5005] lr: 2.2415e-03 eta: 3:42:30 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.8089 2022/12/07 23:13:11 - mmengine - INFO - Epoch(train) [109][2700/5005] lr: 2.2338e-03 eta: 3:42:06 time: 0.1175 data_time: 0.0021 memory: 2855 loss: 0.9519 2022/12/07 23:13:23 - mmengine - INFO - Epoch(train) [109][2800/5005] lr: 2.2261e-03 eta: 3:41:41 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8628 2022/12/07 23:13:34 - mmengine - INFO - Epoch(train) [109][2900/5005] lr: 2.2184e-03 eta: 3:41:17 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.8428 2022/12/07 23:13:45 - mmengine - INFO - Epoch(train) [109][3000/5005] lr: 2.2107e-03 eta: 3:40:52 time: 0.1117 data_time: 0.0020 memory: 2855 loss: 1.0266 2022/12/07 23:13:57 - mmengine - INFO - Epoch(train) [109][3100/5005] lr: 2.2030e-03 eta: 3:40:28 time: 0.1109 data_time: 0.0020 memory: 2855 loss: 1.0639 2022/12/07 23:14:08 - mmengine - INFO - Epoch(train) [109][3200/5005] lr: 2.1953e-03 eta: 3:40:03 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.9204 2022/12/07 23:14:19 - mmengine - INFO - Epoch(train) [109][3300/5005] lr: 2.1876e-03 eta: 3:39:39 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.9020 2022/12/07 23:14:30 - mmengine - INFO - Epoch(train) [109][3400/5005] lr: 2.1800e-03 eta: 3:39:14 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8235 2022/12/07 23:14:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:14:42 - mmengine - INFO - Epoch(train) [109][3500/5005] lr: 2.1724e-03 eta: 3:38:50 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.8640 2022/12/07 23:14:53 - mmengine - INFO - Epoch(train) [109][3600/5005] lr: 2.1647e-03 eta: 3:38:25 time: 0.1118 data_time: 0.0019 memory: 2855 loss: 1.0764 2022/12/07 23:15:04 - mmengine - INFO - Epoch(train) [109][3700/5005] lr: 2.1571e-03 eta: 3:38:01 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.9360 2022/12/07 23:15:15 - mmengine - INFO - Epoch(train) [109][3800/5005] lr: 2.1495e-03 eta: 3:37:36 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8788 2022/12/07 23:15:27 - mmengine - INFO - Epoch(train) [109][3900/5005] lr: 2.1420e-03 eta: 3:37:12 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.7649 2022/12/07 23:15:38 - mmengine - INFO - Epoch(train) [109][4000/5005] lr: 2.1344e-03 eta: 3:36:47 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.7776 2022/12/07 23:15:49 - mmengine - INFO - Epoch(train) [109][4100/5005] lr: 2.1268e-03 eta: 3:36:23 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 1.0397 2022/12/07 23:16:01 - mmengine - INFO - Epoch(train) [109][4200/5005] lr: 2.1193e-03 eta: 3:35:59 time: 0.1115 data_time: 0.0020 memory: 2855 loss: 0.8939 2022/12/07 23:16:12 - mmengine - INFO - Epoch(train) [109][4300/5005] lr: 2.1118e-03 eta: 3:35:34 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.7983 2022/12/07 23:16:23 - mmengine - INFO - Epoch(train) [109][4400/5005] lr: 2.1043e-03 eta: 3:35:10 time: 0.1116 data_time: 0.0020 memory: 2855 loss: 0.8841 2022/12/07 23:16:30 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:16:35 - mmengine - INFO - Epoch(train) [109][4500/5005] lr: 2.0968e-03 eta: 3:34:45 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.9361 2022/12/07 23:16:46 - mmengine - INFO - Epoch(train) [109][4600/5005] lr: 2.0893e-03 eta: 3:34:21 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.8941 2022/12/07 23:16:57 - mmengine - INFO - Epoch(train) [109][4700/5005] lr: 2.0818e-03 eta: 3:33:56 time: 0.1111 data_time: 0.0019 memory: 2855 loss: 0.8622 2022/12/07 23:17:08 - mmengine - INFO - Epoch(train) [109][4800/5005] lr: 2.0743e-03 eta: 3:33:32 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.9427 2022/12/07 23:17:20 - mmengine - INFO - Epoch(train) [109][4900/5005] lr: 2.0669e-03 eta: 3:33:08 time: 0.1109 data_time: 0.0021 memory: 2855 loss: 0.9183 2022/12/07 23:17:31 - mmengine - INFO - Epoch(train) [109][5000/5005] lr: 2.0595e-03 eta: 3:32:43 time: 0.1121 data_time: 0.0024 memory: 2855 loss: 0.9749 2022/12/07 23:17:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:17:31 - mmengine - INFO - Saving checkpoint at 109 epochs 2022/12/07 23:17:37 - mmengine - INFO - Epoch(val) [109][100/196] eta: 0:00:03 time: 0.0352 data_time: 0.0160 memory: 2855 2022/12/07 23:17:50 - mmengine - INFO - Epoch(val) [109][196/196] accuracy/top1: 77.0760 accuracy/top5: 93.5100 2022/12/07 23:18:01 - mmengine - INFO - Epoch(train) [110][ 100/5005] lr: 2.0517e-03 eta: 3:32:18 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8270 2022/12/07 23:18:12 - mmengine - INFO - Epoch(train) [110][ 200/5005] lr: 2.0443e-03 eta: 3:31:53 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8555 2022/12/07 23:18:24 - mmengine - INFO - Epoch(train) [110][ 300/5005] lr: 2.0369e-03 eta: 3:31:29 time: 0.1164 data_time: 0.0020 memory: 2855 loss: 0.6874 2022/12/07 23:18:35 - mmengine - INFO - Epoch(train) [110][ 400/5005] lr: 2.0295e-03 eta: 3:31:04 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.8144 2022/12/07 23:18:41 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:18:46 - mmengine - INFO - Epoch(train) [110][ 500/5005] lr: 2.0221e-03 eta: 3:30:40 time: 0.1122 data_time: 0.0020 memory: 2855 loss: 0.7071 2022/12/07 23:18:58 - mmengine - INFO - Epoch(train) [110][ 600/5005] lr: 2.0148e-03 eta: 3:30:16 time: 0.1109 data_time: 0.0021 memory: 2855 loss: 0.9110 2022/12/07 23:19:09 - mmengine - INFO - Epoch(train) [110][ 700/5005] lr: 2.0074e-03 eta: 3:29:51 time: 0.1110 data_time: 0.0021 memory: 2855 loss: 0.9730 2022/12/07 23:19:20 - mmengine - INFO - Epoch(train) [110][ 800/5005] lr: 2.0001e-03 eta: 3:29:27 time: 0.1110 data_time: 0.0019 memory: 2855 loss: 0.8546 2022/12/07 23:19:31 - mmengine - INFO - Epoch(train) [110][ 900/5005] lr: 1.9928e-03 eta: 3:29:03 time: 0.1112 data_time: 0.0019 memory: 2855 loss: 0.9027 2022/12/07 23:19:43 - mmengine - INFO - Epoch(train) [110][1000/5005] lr: 1.9855e-03 eta: 3:28:38 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.9491 2022/12/07 23:19:54 - mmengine - INFO - Epoch(train) [110][1100/5005] lr: 1.9782e-03 eta: 3:28:14 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.6721 2022/12/07 23:20:05 - mmengine - INFO - Epoch(train) [110][1200/5005] lr: 1.9709e-03 eta: 3:27:50 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8371 2022/12/07 23:20:16 - mmengine - INFO - Epoch(train) [110][1300/5005] lr: 1.9636e-03 eta: 3:27:25 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.7953 2022/12/07 23:20:28 - mmengine - INFO - Epoch(train) [110][1400/5005] lr: 1.9564e-03 eta: 3:27:01 time: 0.1117 data_time: 0.0020 memory: 2855 loss: 0.7790 2022/12/07 23:20:34 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:20:39 - mmengine - INFO - Epoch(train) [110][1500/5005] lr: 1.9491e-03 eta: 3:26:37 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 1.1595 2022/12/07 23:20:50 - mmengine - INFO - Epoch(train) [110][1600/5005] lr: 1.9419e-03 eta: 3:26:12 time: 0.1109 data_time: 0.0020 memory: 2855 loss: 0.7618 2022/12/07 23:21:02 - mmengine - INFO - Epoch(train) [110][1700/5005] lr: 1.9347e-03 eta: 3:25:48 time: 0.1120 data_time: 0.0020 memory: 2855 loss: 0.7751 2022/12/07 23:21:13 - mmengine - INFO - Epoch(train) [110][1800/5005] lr: 1.9275e-03 eta: 3:25:24 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.7055 2022/12/07 23:21:24 - mmengine - INFO - Epoch(train) [110][1900/5005] lr: 1.9203e-03 eta: 3:24:59 time: 0.1203 data_time: 0.0019 memory: 2855 loss: 0.7408 2022/12/07 23:21:35 - mmengine - INFO - Epoch(train) [110][2000/5005] lr: 1.9131e-03 eta: 3:24:35 time: 0.1124 data_time: 0.0020 memory: 2855 loss: 0.8118 2022/12/07 23:21:47 - mmengine - INFO - Epoch(train) [110][2100/5005] lr: 1.9060e-03 eta: 3:24:11 time: 0.1122 data_time: 0.0020 memory: 2855 loss: 0.8502 2022/12/07 23:21:58 - mmengine - INFO - Epoch(train) [110][2200/5005] lr: 1.8988e-03 eta: 3:23:46 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8980 2022/12/07 23:22:10 - mmengine - INFO - Epoch(train) [110][2300/5005] lr: 1.8917e-03 eta: 3:23:22 time: 0.1149 data_time: 0.0020 memory: 2855 loss: 0.9045 2022/12/07 23:22:21 - mmengine - INFO - Epoch(train) [110][2400/5005] lr: 1.8846e-03 eta: 3:22:58 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.8745 2022/12/07 23:22:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:22:32 - mmengine - INFO - Epoch(train) [110][2500/5005] lr: 1.8775e-03 eta: 3:22:34 time: 0.1133 data_time: 0.0020 memory: 2855 loss: 0.7889 2022/12/07 23:22:44 - mmengine - INFO - Epoch(train) [110][2600/5005] lr: 1.8704e-03 eta: 3:22:09 time: 0.1133 data_time: 0.0020 memory: 2855 loss: 0.8371 2022/12/07 23:22:55 - mmengine - INFO - Epoch(train) [110][2700/5005] lr: 1.8633e-03 eta: 3:21:45 time: 0.1119 data_time: 0.0020 memory: 2855 loss: 0.8748 2022/12/07 23:23:06 - mmengine - INFO - Epoch(train) [110][2800/5005] lr: 1.8562e-03 eta: 3:21:21 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.9174 2022/12/07 23:23:17 - mmengine - INFO - Epoch(train) [110][2900/5005] lr: 1.8492e-03 eta: 3:20:57 time: 0.1119 data_time: 0.0020 memory: 2855 loss: 0.8198 2022/12/07 23:23:29 - mmengine - INFO - Epoch(train) [110][3000/5005] lr: 1.8422e-03 eta: 3:20:32 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.7707 2022/12/07 23:23:40 - mmengine - INFO - Epoch(train) [110][3100/5005] lr: 1.8351e-03 eta: 3:20:08 time: 0.1121 data_time: 0.0020 memory: 2855 loss: 0.9622 2022/12/07 23:23:51 - mmengine - INFO - Epoch(train) [110][3200/5005] lr: 1.8281e-03 eta: 3:19:44 time: 0.1117 data_time: 0.0020 memory: 2855 loss: 0.8870 2022/12/07 23:24:03 - mmengine - INFO - Epoch(train) [110][3300/5005] lr: 1.8211e-03 eta: 3:19:20 time: 0.1117 data_time: 0.0020 memory: 2855 loss: 0.8165 2022/12/07 23:24:14 - mmengine - INFO - Epoch(train) [110][3400/5005] lr: 1.8141e-03 eta: 3:18:55 time: 0.1115 data_time: 0.0020 memory: 2855 loss: 0.8183 2022/12/07 23:24:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:24:25 - mmengine - INFO - Epoch(train) [110][3500/5005] lr: 1.8071e-03 eta: 3:18:31 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.8475 2022/12/07 23:24:37 - mmengine - INFO - Epoch(train) [110][3600/5005] lr: 1.8002e-03 eta: 3:18:07 time: 0.1118 data_time: 0.0020 memory: 2855 loss: 0.8823 2022/12/07 23:24:48 - mmengine - INFO - Epoch(train) [110][3700/5005] lr: 1.7932e-03 eta: 3:17:43 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.8541 2022/12/07 23:24:59 - mmengine - INFO - Epoch(train) [110][3800/5005] lr: 1.7863e-03 eta: 3:17:19 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.7231 2022/12/07 23:25:10 - mmengine - INFO - Epoch(train) [110][3900/5005] lr: 1.7794e-03 eta: 3:16:54 time: 0.1116 data_time: 0.0020 memory: 2855 loss: 0.8827 2022/12/07 23:25:22 - mmengine - INFO - Epoch(train) [110][4000/5005] lr: 1.7725e-03 eta: 3:16:30 time: 0.1110 data_time: 0.0021 memory: 2855 loss: 0.8278 2022/12/07 23:25:33 - mmengine - INFO - Epoch(train) [110][4100/5005] lr: 1.7656e-03 eta: 3:16:06 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.8365 2022/12/07 23:25:44 - mmengine - INFO - Epoch(train) [110][4200/5005] lr: 1.7587e-03 eta: 3:15:42 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.7177 2022/12/07 23:25:56 - mmengine - INFO - Epoch(train) [110][4300/5005] lr: 1.7518e-03 eta: 3:15:18 time: 0.1145 data_time: 0.0020 memory: 2855 loss: 0.9450 2022/12/07 23:26:07 - mmengine - INFO - Epoch(train) [110][4400/5005] lr: 1.7450e-03 eta: 3:14:53 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.7765 2022/12/07 23:26:13 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:26:18 - mmengine - INFO - Epoch(train) [110][4500/5005] lr: 1.7381e-03 eta: 3:14:29 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.8034 2022/12/07 23:26:30 - mmengine - INFO - Epoch(train) [110][4600/5005] lr: 1.7313e-03 eta: 3:14:05 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8781 2022/12/07 23:26:41 - mmengine - INFO - Epoch(train) [110][4700/5005] lr: 1.7245e-03 eta: 3:13:41 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.6872 2022/12/07 23:26:52 - mmengine - INFO - Epoch(train) [110][4800/5005] lr: 1.7177e-03 eta: 3:13:17 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 1.0642 2022/12/07 23:27:03 - mmengine - INFO - Epoch(train) [110][4900/5005] lr: 1.7109e-03 eta: 3:12:52 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.9510 2022/12/07 23:27:15 - mmengine - INFO - Epoch(train) [110][5000/5005] lr: 1.7041e-03 eta: 3:12:28 time: 0.1125 data_time: 0.0029 memory: 2855 loss: 0.9071 2022/12/07 23:27:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:27:15 - mmengine - INFO - Saving checkpoint at 110 epochs 2022/12/07 23:27:21 - mmengine - INFO - Epoch(val) [110][100/196] eta: 0:00:03 time: 0.0413 data_time: 0.0222 memory: 2855 2022/12/07 23:27:34 - mmengine - INFO - Epoch(val) [110][196/196] accuracy/top1: 77.0280 accuracy/top5: 93.6760 2022/12/07 23:27:45 - mmengine - INFO - Epoch(train) [111][ 100/5005] lr: 1.6970e-03 eta: 3:12:03 time: 0.1116 data_time: 0.0020 memory: 2855 loss: 0.7858 2022/12/07 23:27:57 - mmengine - INFO - Epoch(train) [111][ 200/5005] lr: 1.6903e-03 eta: 3:11:39 time: 0.1156 data_time: 0.0020 memory: 2855 loss: 0.8198 2022/12/07 23:28:08 - mmengine - INFO - Epoch(train) [111][ 300/5005] lr: 1.6835e-03 eta: 3:11:15 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7817 2022/12/07 23:28:19 - mmengine - INFO - Epoch(train) [111][ 400/5005] lr: 1.6768e-03 eta: 3:10:51 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.7459 2022/12/07 23:28:25 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:28:31 - mmengine - INFO - Epoch(train) [111][ 500/5005] lr: 1.6701e-03 eta: 3:10:26 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.8119 2022/12/07 23:28:42 - mmengine - INFO - Epoch(train) [111][ 600/5005] lr: 1.6634e-03 eta: 3:10:02 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8706 2022/12/07 23:28:53 - mmengine - INFO - Epoch(train) [111][ 700/5005] lr: 1.6567e-03 eta: 3:09:38 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8246 2022/12/07 23:29:04 - mmengine - INFO - Epoch(train) [111][ 800/5005] lr: 1.6500e-03 eta: 3:09:14 time: 0.1118 data_time: 0.0019 memory: 2855 loss: 0.8009 2022/12/07 23:29:16 - mmengine - INFO - Epoch(train) [111][ 900/5005] lr: 1.6434e-03 eta: 3:08:50 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.7430 2022/12/07 23:29:27 - mmengine - INFO - Epoch(train) [111][1000/5005] lr: 1.6367e-03 eta: 3:08:26 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.7866 2022/12/07 23:29:38 - mmengine - INFO - Epoch(train) [111][1100/5005] lr: 1.6301e-03 eta: 3:08:02 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8429 2022/12/07 23:29:49 - mmengine - INFO - Epoch(train) [111][1200/5005] lr: 1.6235e-03 eta: 3:07:38 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.9244 2022/12/07 23:30:01 - mmengine - INFO - Epoch(train) [111][1300/5005] lr: 1.6169e-03 eta: 3:07:14 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.9138 2022/12/07 23:30:12 - mmengine - INFO - Epoch(train) [111][1400/5005] lr: 1.6103e-03 eta: 3:06:49 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8100 2022/12/07 23:30:18 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:30:23 - mmengine - INFO - Epoch(train) [111][1500/5005] lr: 1.6037e-03 eta: 3:06:25 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.8131 2022/12/07 23:30:34 - mmengine - INFO - Epoch(train) [111][1600/5005] lr: 1.5972e-03 eta: 3:06:01 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.7398 2022/12/07 23:30:46 - mmengine - INFO - Epoch(train) [111][1700/5005] lr: 1.5906e-03 eta: 3:05:37 time: 0.1119 data_time: 0.0020 memory: 2855 loss: 0.7726 2022/12/07 23:30:57 - mmengine - INFO - Epoch(train) [111][1800/5005] lr: 1.5841e-03 eta: 3:05:13 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.7278 2022/12/07 23:31:08 - mmengine - INFO - Epoch(train) [111][1900/5005] lr: 1.5775e-03 eta: 3:04:49 time: 0.1118 data_time: 0.0020 memory: 2855 loss: 0.7672 2022/12/07 23:31:20 - mmengine - INFO - Epoch(train) [111][2000/5005] lr: 1.5710e-03 eta: 3:04:25 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.9144 2022/12/07 23:31:31 - mmengine - INFO - Epoch(train) [111][2100/5005] lr: 1.5645e-03 eta: 3:04:01 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.9436 2022/12/07 23:31:42 - mmengine - INFO - Epoch(train) [111][2200/5005] lr: 1.5581e-03 eta: 3:03:37 time: 0.1121 data_time: 0.0021 memory: 2855 loss: 0.7602 2022/12/07 23:31:54 - mmengine - INFO - Epoch(train) [111][2300/5005] lr: 1.5516e-03 eta: 3:03:13 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.9261 2022/12/07 23:32:05 - mmengine - INFO - Epoch(train) [111][2400/5005] lr: 1.5451e-03 eta: 3:02:49 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.7727 2022/12/07 23:32:10 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:32:16 - mmengine - INFO - Epoch(train) [111][2500/5005] lr: 1.5387e-03 eta: 3:02:25 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.9321 2022/12/07 23:32:27 - mmengine - INFO - Epoch(train) [111][2600/5005] lr: 1.5322e-03 eta: 3:02:01 time: 0.1178 data_time: 0.0021 memory: 2855 loss: 0.8302 2022/12/07 23:32:39 - mmengine - INFO - Epoch(train) [111][2700/5005] lr: 1.5258e-03 eta: 3:01:37 time: 0.1158 data_time: 0.0020 memory: 2855 loss: 0.8390 2022/12/07 23:32:50 - mmengine - INFO - Epoch(train) [111][2800/5005] lr: 1.5194e-03 eta: 3:01:13 time: 0.1110 data_time: 0.0021 memory: 2855 loss: 0.8091 2022/12/07 23:33:01 - mmengine - INFO - Epoch(train) [111][2900/5005] lr: 1.5130e-03 eta: 3:00:49 time: 0.1110 data_time: 0.0021 memory: 2855 loss: 1.0484 2022/12/07 23:33:12 - mmengine - INFO - Epoch(train) [111][3000/5005] lr: 1.5067e-03 eta: 3:00:25 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.7248 2022/12/07 23:33:24 - mmengine - INFO - Epoch(train) [111][3100/5005] lr: 1.5003e-03 eta: 3:00:01 time: 0.1114 data_time: 0.0020 memory: 2855 loss: 0.8138 2022/12/07 23:33:35 - mmengine - INFO - Epoch(train) [111][3200/5005] lr: 1.4939e-03 eta: 2:59:37 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.7865 2022/12/07 23:33:46 - mmengine - INFO - Epoch(train) [111][3300/5005] lr: 1.4876e-03 eta: 2:59:13 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8104 2022/12/07 23:33:57 - mmengine - INFO - Epoch(train) [111][3400/5005] lr: 1.4813e-03 eta: 2:58:49 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.7874 2022/12/07 23:34:03 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:34:09 - mmengine - INFO - Epoch(train) [111][3500/5005] lr: 1.4750e-03 eta: 2:58:25 time: 0.1112 data_time: 0.0022 memory: 2855 loss: 0.7098 2022/12/07 23:34:20 - mmengine - INFO - Epoch(train) [111][3600/5005] lr: 1.4687e-03 eta: 2:58:01 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.9412 2022/12/07 23:34:31 - mmengine - INFO - Epoch(train) [111][3700/5005] lr: 1.4624e-03 eta: 2:57:37 time: 0.1110 data_time: 0.0021 memory: 2855 loss: 0.8002 2022/12/07 23:34:43 - mmengine - INFO - Epoch(train) [111][3800/5005] lr: 1.4561e-03 eta: 2:57:13 time: 0.1110 data_time: 0.0021 memory: 2855 loss: 0.8220 2022/12/07 23:34:54 - mmengine - INFO - Epoch(train) [111][3900/5005] lr: 1.4498e-03 eta: 2:56:49 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.7924 2022/12/07 23:35:05 - mmengine - INFO - Epoch(train) [111][4000/5005] lr: 1.4436e-03 eta: 2:56:25 time: 0.1110 data_time: 0.0021 memory: 2855 loss: 0.7990 2022/12/07 23:35:16 - mmengine - INFO - Epoch(train) [111][4100/5005] lr: 1.4374e-03 eta: 2:56:01 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8847 2022/12/07 23:35:28 - mmengine - INFO - Epoch(train) [111][4200/5005] lr: 1.4311e-03 eta: 2:55:37 time: 0.1117 data_time: 0.0020 memory: 2855 loss: 0.8648 2022/12/07 23:35:39 - mmengine - INFO - Epoch(train) [111][4300/5005] lr: 1.4249e-03 eta: 2:55:13 time: 0.1116 data_time: 0.0020 memory: 2855 loss: 0.8727 2022/12/07 23:35:50 - mmengine - INFO - Epoch(train) [111][4400/5005] lr: 1.4187e-03 eta: 2:54:49 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.7493 2022/12/07 23:35:56 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:36:02 - mmengine - INFO - Epoch(train) [111][4500/5005] lr: 1.4126e-03 eta: 2:54:25 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8746 2022/12/07 23:36:13 - mmengine - INFO - Epoch(train) [111][4600/5005] lr: 1.4064e-03 eta: 2:54:01 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.7481 2022/12/07 23:36:24 - mmengine - INFO - Epoch(train) [111][4700/5005] lr: 1.4002e-03 eta: 2:53:37 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.7341 2022/12/07 23:36:35 - mmengine - INFO - Epoch(train) [111][4800/5005] lr: 1.3941e-03 eta: 2:53:13 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.6950 2022/12/07 23:36:47 - mmengine - INFO - Epoch(train) [111][4900/5005] lr: 1.3880e-03 eta: 2:52:49 time: 0.1110 data_time: 0.0020 memory: 2855 loss: 0.7491 2022/12/07 23:36:58 - mmengine - INFO - Epoch(train) [111][5000/5005] lr: 1.3819e-03 eta: 2:52:25 time: 0.1126 data_time: 0.0029 memory: 2855 loss: 0.8150 2022/12/07 23:36:58 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:36:58 - mmengine - INFO - Saving checkpoint at 111 epochs 2022/12/07 23:37:04 - mmengine - INFO - Epoch(val) [111][100/196] eta: 0:00:03 time: 0.0353 data_time: 0.0161 memory: 2855 2022/12/07 23:37:17 - mmengine - INFO - Epoch(val) [111][196/196] accuracy/top1: 77.2560 accuracy/top5: 93.7160 2022/12/07 23:37:28 - mmengine - INFO - Epoch(train) [112][ 100/5005] lr: 1.3755e-03 eta: 2:52:00 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.7923 2022/12/07 23:37:40 - mmengine - INFO - Epoch(train) [112][ 200/5005] lr: 1.3694e-03 eta: 2:51:36 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8245 2022/12/07 23:37:51 - mmengine - INFO - Epoch(train) [112][ 300/5005] lr: 1.3633e-03 eta: 2:51:12 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8230 2022/12/07 23:38:02 - mmengine - INFO - Epoch(train) [112][ 400/5005] lr: 1.3572e-03 eta: 2:50:48 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.9083 2022/12/07 23:38:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:38:13 - mmengine - INFO - Epoch(train) [112][ 500/5005] lr: 1.3512e-03 eta: 2:50:24 time: 0.1114 data_time: 0.0020 memory: 2855 loss: 0.7726 2022/12/07 23:38:25 - mmengine - INFO - Epoch(train) [112][ 600/5005] lr: 1.3452e-03 eta: 2:50:01 time: 0.1121 data_time: 0.0020 memory: 2855 loss: 0.9011 2022/12/07 23:38:36 - mmengine - INFO - Epoch(train) [112][ 700/5005] lr: 1.3392e-03 eta: 2:49:37 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.9175 2022/12/07 23:38:47 - mmengine - INFO - Epoch(train) [112][ 800/5005] lr: 1.3331e-03 eta: 2:49:13 time: 0.1119 data_time: 0.0020 memory: 2855 loss: 0.9184 2022/12/07 23:38:59 - mmengine - INFO - Epoch(train) [112][ 900/5005] lr: 1.3272e-03 eta: 2:48:49 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.9079 2022/12/07 23:39:10 - mmengine - INFO - Epoch(train) [112][1000/5005] lr: 1.3212e-03 eta: 2:48:25 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.9138 2022/12/07 23:39:21 - mmengine - INFO - Epoch(train) [112][1100/5005] lr: 1.3152e-03 eta: 2:48:01 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8808 2022/12/07 23:39:32 - mmengine - INFO - Epoch(train) [112][1200/5005] lr: 1.3093e-03 eta: 2:47:37 time: 0.1117 data_time: 0.0020 memory: 2855 loss: 0.7495 2022/12/07 23:39:44 - mmengine - INFO - Epoch(train) [112][1300/5005] lr: 1.3033e-03 eta: 2:47:13 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.9616 2022/12/07 23:39:55 - mmengine - INFO - Epoch(train) [112][1400/5005] lr: 1.2974e-03 eta: 2:46:50 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.7026 2022/12/07 23:40:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:40:06 - mmengine - INFO - Epoch(train) [112][1500/5005] lr: 1.2915e-03 eta: 2:46:26 time: 0.1116 data_time: 0.0020 memory: 2855 loss: 1.0134 2022/12/07 23:40:18 - mmengine - INFO - Epoch(train) [112][1600/5005] lr: 1.2856e-03 eta: 2:46:02 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.7753 2022/12/07 23:40:29 - mmengine - INFO - Epoch(train) [112][1700/5005] lr: 1.2797e-03 eta: 2:45:38 time: 0.1117 data_time: 0.0020 memory: 2855 loss: 0.8002 2022/12/07 23:40:40 - mmengine - INFO - Epoch(train) [112][1800/5005] lr: 1.2738e-03 eta: 2:45:14 time: 0.1118 data_time: 0.0020 memory: 2855 loss: 0.8686 2022/12/07 23:40:52 - mmengine - INFO - Epoch(train) [112][1900/5005] lr: 1.2680e-03 eta: 2:44:50 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.9064 2022/12/07 23:41:03 - mmengine - INFO - Epoch(train) [112][2000/5005] lr: 1.2621e-03 eta: 2:44:27 time: 0.1113 data_time: 0.0022 memory: 2855 loss: 0.7382 2022/12/07 23:41:14 - mmengine - INFO - Epoch(train) [112][2100/5005] lr: 1.2563e-03 eta: 2:44:03 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.7669 2022/12/07 23:41:26 - mmengine - INFO - Epoch(train) [112][2200/5005] lr: 1.2505e-03 eta: 2:43:39 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.8318 2022/12/07 23:41:37 - mmengine - INFO - Epoch(train) [112][2300/5005] lr: 1.2447e-03 eta: 2:43:15 time: 0.1112 data_time: 0.0022 memory: 2855 loss: 0.7869 2022/12/07 23:41:48 - mmengine - INFO - Epoch(train) [112][2400/5005] lr: 1.2389e-03 eta: 2:42:51 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.8400 2022/12/07 23:41:53 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:41:59 - mmengine - INFO - Epoch(train) [112][2500/5005] lr: 1.2331e-03 eta: 2:42:27 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 1.0558 2022/12/07 23:42:11 - mmengine - INFO - Epoch(train) [112][2600/5005] lr: 1.2273e-03 eta: 2:42:04 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.7954 2022/12/07 23:42:22 - mmengine - INFO - Epoch(train) [112][2700/5005] lr: 1.2216e-03 eta: 2:41:40 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.8835 2022/12/07 23:42:33 - mmengine - INFO - Epoch(train) [112][2800/5005] lr: 1.2158e-03 eta: 2:41:16 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.8093 2022/12/07 23:42:45 - mmengine - INFO - Epoch(train) [112][2900/5005] lr: 1.2101e-03 eta: 2:40:52 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.6518 2022/12/07 23:42:56 - mmengine - INFO - Epoch(train) [112][3000/5005] lr: 1.2044e-03 eta: 2:40:28 time: 0.1116 data_time: 0.0020 memory: 2855 loss: 0.7550 2022/12/07 23:43:07 - mmengine - INFO - Epoch(train) [112][3100/5005] lr: 1.1987e-03 eta: 2:40:05 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.7813 2022/12/07 23:43:19 - mmengine - INFO - Epoch(train) [112][3200/5005] lr: 1.1930e-03 eta: 2:39:41 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.8205 2022/12/07 23:43:30 - mmengine - INFO - Epoch(train) [112][3300/5005] lr: 1.1873e-03 eta: 2:39:17 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.8403 2022/12/07 23:43:41 - mmengine - INFO - Epoch(train) [112][3400/5005] lr: 1.1817e-03 eta: 2:38:53 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.8898 2022/12/07 23:43:46 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:43:53 - mmengine - INFO - Epoch(train) [112][3500/5005] lr: 1.1760e-03 eta: 2:38:30 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.9638 2022/12/07 23:44:04 - mmengine - INFO - Epoch(train) [112][3600/5005] lr: 1.1704e-03 eta: 2:38:06 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8439 2022/12/07 23:44:15 - mmengine - INFO - Epoch(train) [112][3700/5005] lr: 1.1648e-03 eta: 2:37:42 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.6353 2022/12/07 23:44:27 - mmengine - INFO - Epoch(train) [112][3800/5005] lr: 1.1592e-03 eta: 2:37:18 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.9122 2022/12/07 23:44:38 - mmengine - INFO - Epoch(train) [112][3900/5005] lr: 1.1536e-03 eta: 2:36:55 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8375 2022/12/07 23:44:49 - mmengine - INFO - Epoch(train) [112][4000/5005] lr: 1.1480e-03 eta: 2:36:31 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8363 2022/12/07 23:45:00 - mmengine - INFO - Epoch(train) [112][4100/5005] lr: 1.1424e-03 eta: 2:36:07 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.9267 2022/12/07 23:45:12 - mmengine - INFO - Epoch(train) [112][4200/5005] lr: 1.1369e-03 eta: 2:35:43 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.9424 2022/12/07 23:45:23 - mmengine - INFO - Epoch(train) [112][4300/5005] lr: 1.1313e-03 eta: 2:35:20 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.9018 2022/12/07 23:45:34 - mmengine - INFO - Epoch(train) [112][4400/5005] lr: 1.1258e-03 eta: 2:34:56 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.9581 2022/12/07 23:45:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:45:45 - mmengine - INFO - Epoch(train) [112][4500/5005] lr: 1.1203e-03 eta: 2:34:32 time: 0.1112 data_time: 0.0022 memory: 2855 loss: 0.7443 2022/12/07 23:45:57 - mmengine - INFO - Epoch(train) [112][4600/5005] lr: 1.1148e-03 eta: 2:34:08 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.8390 2022/12/07 23:46:08 - mmengine - INFO - Epoch(train) [112][4700/5005] lr: 1.1093e-03 eta: 2:33:45 time: 0.1125 data_time: 0.0021 memory: 2855 loss: 0.8666 2022/12/07 23:46:19 - mmengine - INFO - Epoch(train) [112][4800/5005] lr: 1.1038e-03 eta: 2:33:21 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.7511 2022/12/07 23:46:31 - mmengine - INFO - Epoch(train) [112][4900/5005] lr: 1.0984e-03 eta: 2:32:57 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.8632 2022/12/07 23:46:42 - mmengine - INFO - Epoch(train) [112][5000/5005] lr: 1.0929e-03 eta: 2:32:34 time: 0.1128 data_time: 0.0029 memory: 2855 loss: 0.7868 2022/12/07 23:46:42 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:46:42 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/12/07 23:46:48 - mmengine - INFO - Epoch(val) [112][100/196] eta: 0:00:03 time: 0.0383 data_time: 0.0191 memory: 2855 2022/12/07 23:47:00 - mmengine - INFO - Epoch(val) [112][196/196] accuracy/top1: 77.3220 accuracy/top5: 93.6820 2022/12/07 23:47:12 - mmengine - INFO - Epoch(train) [113][ 100/5005] lr: 1.0872e-03 eta: 2:32:09 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.5992 2022/12/07 23:47:23 - mmengine - INFO - Epoch(train) [113][ 200/5005] lr: 1.0818e-03 eta: 2:31:45 time: 0.1115 data_time: 0.0020 memory: 2855 loss: 0.8799 2022/12/07 23:47:35 - mmengine - INFO - Epoch(train) [113][ 300/5005] lr: 1.0764e-03 eta: 2:31:21 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.9416 2022/12/07 23:47:46 - mmengine - INFO - Epoch(train) [113][ 400/5005] lr: 1.0710e-03 eta: 2:30:58 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.6146 2022/12/07 23:47:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:47:57 - mmengine - INFO - Epoch(train) [113][ 500/5005] lr: 1.0657e-03 eta: 2:30:34 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.7756 2022/12/07 23:48:09 - mmengine - INFO - Epoch(train) [113][ 600/5005] lr: 1.0603e-03 eta: 2:30:10 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.6813 2022/12/07 23:48:20 - mmengine - INFO - Epoch(train) [113][ 700/5005] lr: 1.0549e-03 eta: 2:29:47 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.9244 2022/12/07 23:48:31 - mmengine - INFO - Epoch(train) [113][ 800/5005] lr: 1.0496e-03 eta: 2:29:23 time: 0.1118 data_time: 0.0020 memory: 2855 loss: 0.9241 2022/12/07 23:48:42 - mmengine - INFO - Epoch(train) [113][ 900/5005] lr: 1.0443e-03 eta: 2:28:59 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.8852 2022/12/07 23:48:54 - mmengine - INFO - Epoch(train) [113][1000/5005] lr: 1.0390e-03 eta: 2:28:36 time: 0.1115 data_time: 0.0020 memory: 2855 loss: 0.9249 2022/12/07 23:49:05 - mmengine - INFO - Epoch(train) [113][1100/5005] lr: 1.0337e-03 eta: 2:28:12 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.8309 2022/12/07 23:49:16 - mmengine - INFO - Epoch(train) [113][1200/5005] lr: 1.0284e-03 eta: 2:27:48 time: 0.1119 data_time: 0.0022 memory: 2855 loss: 0.7252 2022/12/07 23:49:28 - mmengine - INFO - Epoch(train) [113][1300/5005] lr: 1.0231e-03 eta: 2:27:25 time: 0.1116 data_time: 0.0022 memory: 2855 loss: 0.7659 2022/12/07 23:49:39 - mmengine - INFO - Epoch(train) [113][1400/5005] lr: 1.0179e-03 eta: 2:27:01 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.8657 2022/12/07 23:49:43 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:49:50 - mmengine - INFO - Epoch(train) [113][1500/5005] lr: 1.0126e-03 eta: 2:26:38 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.7667 2022/12/07 23:50:01 - mmengine - INFO - Epoch(train) [113][1600/5005] lr: 1.0074e-03 eta: 2:26:14 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.6957 2022/12/07 23:50:13 - mmengine - INFO - Epoch(train) [113][1700/5005] lr: 1.0022e-03 eta: 2:25:50 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.7503 2022/12/07 23:50:24 - mmengine - INFO - Epoch(train) [113][1800/5005] lr: 9.9696e-04 eta: 2:25:27 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.8012 2022/12/07 23:50:35 - mmengine - INFO - Epoch(train) [113][1900/5005] lr: 9.9177e-04 eta: 2:25:03 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.7824 2022/12/07 23:50:47 - mmengine - INFO - Epoch(train) [113][2000/5005] lr: 9.8660e-04 eta: 2:24:39 time: 0.1119 data_time: 0.0020 memory: 2855 loss: 0.8180 2022/12/07 23:50:58 - mmengine - INFO - Epoch(train) [113][2100/5005] lr: 9.8143e-04 eta: 2:24:16 time: 0.1121 data_time: 0.0021 memory: 2855 loss: 0.7052 2022/12/07 23:51:09 - mmengine - INFO - Epoch(train) [113][2200/5005] lr: 9.7628e-04 eta: 2:23:52 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8039 2022/12/07 23:51:21 - mmengine - INFO - Epoch(train) [113][2300/5005] lr: 9.7115e-04 eta: 2:23:29 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8079 2022/12/07 23:51:32 - mmengine - INFO - Epoch(train) [113][2400/5005] lr: 9.6602e-04 eta: 2:23:05 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.7958 2022/12/07 23:51:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:51:43 - mmengine - INFO - Epoch(train) [113][2500/5005] lr: 9.6091e-04 eta: 2:22:42 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.8052 2022/12/07 23:51:55 - mmengine - INFO - Epoch(train) [113][2600/5005] lr: 9.5582e-04 eta: 2:22:18 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7542 2022/12/07 23:52:06 - mmengine - INFO - Epoch(train) [113][2700/5005] lr: 9.5074e-04 eta: 2:21:54 time: 0.1118 data_time: 0.0020 memory: 2855 loss: 0.6579 2022/12/07 23:52:17 - mmengine - INFO - Epoch(train) [113][2800/5005] lr: 9.4567e-04 eta: 2:21:31 time: 0.1153 data_time: 0.0020 memory: 2855 loss: 0.8369 2022/12/07 23:52:29 - mmengine - INFO - Epoch(train) [113][2900/5005] lr: 9.4061e-04 eta: 2:21:07 time: 0.1120 data_time: 0.0020 memory: 2855 loss: 0.7698 2022/12/07 23:52:40 - mmengine - INFO - Epoch(train) [113][3000/5005] lr: 9.3557e-04 eta: 2:20:44 time: 0.1120 data_time: 0.0020 memory: 2855 loss: 0.7706 2022/12/07 23:52:51 - mmengine - INFO - Epoch(train) [113][3100/5005] lr: 9.3054e-04 eta: 2:20:20 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.7870 2022/12/07 23:53:03 - mmengine - INFO - Epoch(train) [113][3200/5005] lr: 9.2552e-04 eta: 2:19:57 time: 0.1118 data_time: 0.0020 memory: 2855 loss: 0.8008 2022/12/07 23:53:14 - mmengine - INFO - Epoch(train) [113][3300/5005] lr: 9.2052e-04 eta: 2:19:33 time: 0.1119 data_time: 0.0020 memory: 2855 loss: 0.8259 2022/12/07 23:53:25 - mmengine - INFO - Epoch(train) [113][3400/5005] lr: 9.1553e-04 eta: 2:19:09 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.8864 2022/12/07 23:53:30 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:53:37 - mmengine - INFO - Epoch(train) [113][3500/5005] lr: 9.1056e-04 eta: 2:18:46 time: 0.1120 data_time: 0.0020 memory: 2855 loss: 0.9787 2022/12/07 23:53:48 - mmengine - INFO - Epoch(train) [113][3600/5005] lr: 9.0560e-04 eta: 2:18:22 time: 0.1147 data_time: 0.0020 memory: 2855 loss: 0.8420 2022/12/07 23:53:59 - mmengine - INFO - Epoch(train) [113][3700/5005] lr: 9.0065e-04 eta: 2:17:59 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.9568 2022/12/07 23:54:11 - mmengine - INFO - Epoch(train) [113][3800/5005] lr: 8.9571e-04 eta: 2:17:35 time: 0.1117 data_time: 0.0022 memory: 2855 loss: 0.7917 2022/12/07 23:54:22 - mmengine - INFO - Epoch(train) [113][3900/5005] lr: 8.9079e-04 eta: 2:17:12 time: 0.1121 data_time: 0.0021 memory: 2855 loss: 0.8713 2022/12/07 23:54:34 - mmengine - INFO - Epoch(train) [113][4000/5005] lr: 8.8588e-04 eta: 2:16:48 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.7861 2022/12/07 23:54:45 - mmengine - INFO - Epoch(train) [113][4100/5005] lr: 8.8099e-04 eta: 2:16:25 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.8488 2022/12/07 23:54:56 - mmengine - INFO - Epoch(train) [113][4200/5005] lr: 8.7611e-04 eta: 2:16:01 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8976 2022/12/07 23:55:07 - mmengine - INFO - Epoch(train) [113][4300/5005] lr: 8.7124e-04 eta: 2:15:38 time: 0.1114 data_time: 0.0020 memory: 2855 loss: 0.6654 2022/12/07 23:55:19 - mmengine - INFO - Epoch(train) [113][4400/5005] lr: 8.6638e-04 eta: 2:15:14 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.8119 2022/12/07 23:55:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:55:30 - mmengine - INFO - Epoch(train) [113][4500/5005] lr: 8.6154e-04 eta: 2:14:51 time: 0.1114 data_time: 0.0022 memory: 2855 loss: 0.8779 2022/12/07 23:55:41 - mmengine - INFO - Epoch(train) [113][4600/5005] lr: 8.5672e-04 eta: 2:14:27 time: 0.1114 data_time: 0.0020 memory: 2855 loss: 0.8294 2022/12/07 23:55:53 - mmengine - INFO - Epoch(train) [113][4700/5005] lr: 8.5190e-04 eta: 2:14:04 time: 0.1119 data_time: 0.0020 memory: 2855 loss: 0.7151 2022/12/07 23:56:04 - mmengine - INFO - Epoch(train) [113][4800/5005] lr: 8.4710e-04 eta: 2:13:40 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.6112 2022/12/07 23:56:15 - mmengine - INFO - Epoch(train) [113][4900/5005] lr: 8.4231e-04 eta: 2:13:17 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8973 2022/12/07 23:56:27 - mmengine - INFO - Epoch(train) [113][5000/5005] lr: 8.3754e-04 eta: 2:12:53 time: 0.1127 data_time: 0.0029 memory: 2855 loss: 0.6142 2022/12/07 23:56:27 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:56:27 - mmengine - INFO - Saving checkpoint at 113 epochs 2022/12/07 23:56:33 - mmengine - INFO - Epoch(val) [113][100/196] eta: 0:00:03 time: 0.0356 data_time: 0.0164 memory: 2855 2022/12/07 23:56:46 - mmengine - INFO - Epoch(val) [113][196/196] accuracy/top1: 77.4380 accuracy/top5: 93.8220 2022/12/07 23:56:57 - mmengine - INFO - Epoch(train) [114][ 100/5005] lr: 8.3254e-04 eta: 2:12:29 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.8049 2022/12/07 23:57:09 - mmengine - INFO - Epoch(train) [114][ 200/5005] lr: 8.2780e-04 eta: 2:12:05 time: 0.1133 data_time: 0.0020 memory: 2855 loss: 0.7492 2022/12/07 23:57:20 - mmengine - INFO - Epoch(train) [114][ 300/5005] lr: 8.2306e-04 eta: 2:11:42 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.6230 2022/12/07 23:57:31 - mmengine - INFO - Epoch(train) [114][ 400/5005] lr: 8.1834e-04 eta: 2:11:18 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.9102 2022/12/07 23:57:35 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:57:43 - mmengine - INFO - Epoch(train) [114][ 500/5005] lr: 8.1364e-04 eta: 2:10:55 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.8791 2022/12/07 23:57:54 - mmengine - INFO - Epoch(train) [114][ 600/5005] lr: 8.0895e-04 eta: 2:10:31 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.7369 2022/12/07 23:58:05 - mmengine - INFO - Epoch(train) [114][ 700/5005] lr: 8.0427e-04 eta: 2:10:08 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7428 2022/12/07 23:58:17 - mmengine - INFO - Epoch(train) [114][ 800/5005] lr: 7.9960e-04 eta: 2:09:45 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.8937 2022/12/07 23:58:28 - mmengine - INFO - Epoch(train) [114][ 900/5005] lr: 7.9495e-04 eta: 2:09:21 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8023 2022/12/07 23:58:39 - mmengine - INFO - Epoch(train) [114][1000/5005] lr: 7.9031e-04 eta: 2:08:58 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.7732 2022/12/07 23:58:51 - mmengine - INFO - Epoch(train) [114][1100/5005] lr: 7.8569e-04 eta: 2:08:34 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 1.0434 2022/12/07 23:59:02 - mmengine - INFO - Epoch(train) [114][1200/5005] lr: 7.8108e-04 eta: 2:08:11 time: 0.1125 data_time: 0.0021 memory: 2855 loss: 0.7575 2022/12/07 23:59:13 - mmengine - INFO - Epoch(train) [114][1300/5005] lr: 7.7648e-04 eta: 2:07:47 time: 0.1117 data_time: 0.0022 memory: 2855 loss: 0.7912 2022/12/07 23:59:25 - mmengine - INFO - Epoch(train) [114][1400/5005] lr: 7.7189e-04 eta: 2:07:24 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.8041 2022/12/07 23:59:28 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/07 23:59:36 - mmengine - INFO - Epoch(train) [114][1500/5005] lr: 7.6732e-04 eta: 2:07:01 time: 0.1129 data_time: 0.0021 memory: 2855 loss: 0.8985 2022/12/07 23:59:47 - mmengine - INFO - Epoch(train) [114][1600/5005] lr: 7.6276e-04 eta: 2:06:37 time: 0.1119 data_time: 0.0022 memory: 2855 loss: 0.6878 2022/12/07 23:59:59 - mmengine - INFO - Epoch(train) [114][1700/5005] lr: 7.5822e-04 eta: 2:06:14 time: 0.1126 data_time: 0.0021 memory: 2855 loss: 0.7362 2022/12/08 00:00:10 - mmengine - INFO - Epoch(train) [114][1800/5005] lr: 7.5369e-04 eta: 2:05:50 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7438 2022/12/08 00:00:21 - mmengine - INFO - Epoch(train) [114][1900/5005] lr: 7.4917e-04 eta: 2:05:27 time: 0.1120 data_time: 0.0020 memory: 2855 loss: 0.7313 2022/12/08 00:00:33 - mmengine - INFO - Epoch(train) [114][2000/5005] lr: 7.4467e-04 eta: 2:05:04 time: 0.1114 data_time: 0.0020 memory: 2855 loss: 0.8948 2022/12/08 00:00:44 - mmengine - INFO - Epoch(train) [114][2100/5005] lr: 7.4018e-04 eta: 2:04:40 time: 0.1168 data_time: 0.0021 memory: 2855 loss: 0.8210 2022/12/08 00:00:55 - mmengine - INFO - Epoch(train) [114][2200/5005] lr: 7.3570e-04 eta: 2:04:17 time: 0.1133 data_time: 0.0021 memory: 2855 loss: 0.6044 2022/12/08 00:01:07 - mmengine - INFO - Epoch(train) [114][2300/5005] lr: 7.3124e-04 eta: 2:03:53 time: 0.1116 data_time: 0.0020 memory: 2855 loss: 0.7151 2022/12/08 00:01:18 - mmengine - INFO - Epoch(train) [114][2400/5005] lr: 7.2679e-04 eta: 2:03:30 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8484 2022/12/08 00:01:22 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:01:29 - mmengine - INFO - Epoch(train) [114][2500/5005] lr: 7.2235e-04 eta: 2:03:07 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8126 2022/12/08 00:01:40 - mmengine - INFO - Epoch(train) [114][2600/5005] lr: 7.1793e-04 eta: 2:02:43 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8579 2022/12/08 00:01:52 - mmengine - INFO - Epoch(train) [114][2700/5005] lr: 7.1352e-04 eta: 2:02:20 time: 0.1120 data_time: 0.0020 memory: 2855 loss: 0.7543 2022/12/08 00:02:03 - mmengine - INFO - Epoch(train) [114][2800/5005] lr: 7.0912e-04 eta: 2:01:57 time: 0.1127 data_time: 0.0020 memory: 2855 loss: 0.9095 2022/12/08 00:02:14 - mmengine - INFO - Epoch(train) [114][2900/5005] lr: 7.0474e-04 eta: 2:01:33 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.7776 2022/12/08 00:02:26 - mmengine - INFO - Epoch(train) [114][3000/5005] lr: 7.0037e-04 eta: 2:01:10 time: 0.1135 data_time: 0.0021 memory: 2855 loss: 0.7844 2022/12/08 00:02:37 - mmengine - INFO - Epoch(train) [114][3100/5005] lr: 6.9602e-04 eta: 2:00:47 time: 0.1141 data_time: 0.0020 memory: 2855 loss: 0.8732 2022/12/08 00:02:49 - mmengine - INFO - Epoch(train) [114][3200/5005] lr: 6.9168e-04 eta: 2:00:23 time: 0.1120 data_time: 0.0020 memory: 2855 loss: 0.8950 2022/12/08 00:03:00 - mmengine - INFO - Epoch(train) [114][3300/5005] lr: 6.8735e-04 eta: 2:00:00 time: 0.1122 data_time: 0.0020 memory: 2855 loss: 0.7901 2022/12/08 00:03:11 - mmengine - INFO - Epoch(train) [114][3400/5005] lr: 6.8303e-04 eta: 1:59:37 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.6662 2022/12/08 00:03:15 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:03:23 - mmengine - INFO - Epoch(train) [114][3500/5005] lr: 6.7873e-04 eta: 1:59:13 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.8890 2022/12/08 00:03:34 - mmengine - INFO - Epoch(train) [114][3600/5005] lr: 6.7444e-04 eta: 1:58:50 time: 0.1144 data_time: 0.0021 memory: 2855 loss: 0.8430 2022/12/08 00:03:45 - mmengine - INFO - Epoch(train) [114][3700/5005] lr: 6.7017e-04 eta: 1:58:27 time: 0.1127 data_time: 0.0021 memory: 2855 loss: 0.6682 2022/12/08 00:03:57 - mmengine - INFO - Epoch(train) [114][3800/5005] lr: 6.6591e-04 eta: 1:58:03 time: 0.1178 data_time: 0.0021 memory: 2855 loss: 0.6480 2022/12/08 00:04:08 - mmengine - INFO - Epoch(train) [114][3900/5005] lr: 6.6166e-04 eta: 1:57:40 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.6415 2022/12/08 00:04:19 - mmengine - INFO - Epoch(train) [114][4000/5005] lr: 6.5743e-04 eta: 1:57:17 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 1.0056 2022/12/08 00:04:31 - mmengine - INFO - Epoch(train) [114][4100/5005] lr: 6.5321e-04 eta: 1:56:53 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.9217 2022/12/08 00:04:42 - mmengine - INFO - Epoch(train) [114][4200/5005] lr: 6.4900e-04 eta: 1:56:30 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.6813 2022/12/08 00:04:53 - mmengine - INFO - Epoch(train) [114][4300/5005] lr: 6.4480e-04 eta: 1:56:07 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.7321 2022/12/08 00:05:05 - mmengine - INFO - Epoch(train) [114][4400/5005] lr: 6.4062e-04 eta: 1:55:44 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.7609 2022/12/08 00:05:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:05:16 - mmengine - INFO - Epoch(train) [114][4500/5005] lr: 6.3646e-04 eta: 1:55:20 time: 0.1129 data_time: 0.0021 memory: 2855 loss: 0.9044 2022/12/08 00:05:27 - mmengine - INFO - Epoch(train) [114][4600/5005] lr: 6.3231e-04 eta: 1:54:57 time: 0.1126 data_time: 0.0022 memory: 2855 loss: 0.7764 2022/12/08 00:05:39 - mmengine - INFO - Epoch(train) [114][4700/5005] lr: 6.2817e-04 eta: 1:54:34 time: 0.1126 data_time: 0.0020 memory: 2855 loss: 0.9071 2022/12/08 00:05:50 - mmengine - INFO - Epoch(train) [114][4800/5005] lr: 6.2404e-04 eta: 1:54:11 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.8699 2022/12/08 00:06:01 - mmengine - INFO - Epoch(train) [114][4900/5005] lr: 6.1993e-04 eta: 1:53:47 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7748 2022/12/08 00:06:13 - mmengine - INFO - Epoch(train) [114][5000/5005] lr: 6.1583e-04 eta: 1:53:24 time: 0.1132 data_time: 0.0029 memory: 2855 loss: 0.7613 2022/12/08 00:06:13 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:06:13 - mmengine - INFO - Saving checkpoint at 114 epochs 2022/12/08 00:06:19 - mmengine - INFO - Epoch(val) [114][100/196] eta: 0:00:03 time: 0.0361 data_time: 0.0170 memory: 2855 2022/12/08 00:06:31 - mmengine - INFO - Epoch(val) [114][196/196] accuracy/top1: 77.5840 accuracy/top5: 93.7240 2022/12/08 00:06:43 - mmengine - INFO - Epoch(train) [115][ 100/5005] lr: 6.1154e-04 eta: 1:53:00 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8334 2022/12/08 00:06:54 - mmengine - INFO - Epoch(train) [115][ 200/5005] lr: 6.0747e-04 eta: 1:52:36 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.8063 2022/12/08 00:07:06 - mmengine - INFO - Epoch(train) [115][ 300/5005] lr: 6.0341e-04 eta: 1:52:13 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.7164 2022/12/08 00:07:17 - mmengine - INFO - Epoch(train) [115][ 400/5005] lr: 5.9937e-04 eta: 1:51:50 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8085 2022/12/08 00:07:20 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:07:28 - mmengine - INFO - Epoch(train) [115][ 500/5005] lr: 5.9534e-04 eta: 1:51:27 time: 0.1133 data_time: 0.0021 memory: 2855 loss: 0.8846 2022/12/08 00:07:40 - mmengine - INFO - Epoch(train) [115][ 600/5005] lr: 5.9132e-04 eta: 1:51:03 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.7716 2022/12/08 00:07:51 - mmengine - INFO - Epoch(train) [115][ 700/5005] lr: 5.8731e-04 eta: 1:50:40 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.8033 2022/12/08 00:08:02 - mmengine - INFO - Epoch(train) [115][ 800/5005] lr: 5.8332e-04 eta: 1:50:17 time: 0.1123 data_time: 0.0022 memory: 2855 loss: 0.8293 2022/12/08 00:08:14 - mmengine - INFO - Epoch(train) [115][ 900/5005] lr: 5.7935e-04 eta: 1:49:54 time: 0.1127 data_time: 0.0022 memory: 2855 loss: 0.7367 2022/12/08 00:08:25 - mmengine - INFO - Epoch(train) [115][1000/5005] lr: 5.7538e-04 eta: 1:49:30 time: 0.1147 data_time: 0.0021 memory: 2855 loss: 0.6592 2022/12/08 00:08:36 - mmengine - INFO - Epoch(train) [115][1100/5005] lr: 5.7144e-04 eta: 1:49:07 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.7308 2022/12/08 00:08:48 - mmengine - INFO - Epoch(train) [115][1200/5005] lr: 5.6750e-04 eta: 1:48:44 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7358 2022/12/08 00:08:59 - mmengine - INFO - Epoch(train) [115][1300/5005] lr: 5.6358e-04 eta: 1:48:21 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.8131 2022/12/08 00:09:10 - mmengine - INFO - Epoch(train) [115][1400/5005] lr: 5.5967e-04 eta: 1:47:58 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7039 2022/12/08 00:09:14 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:09:22 - mmengine - INFO - Epoch(train) [115][1500/5005] lr: 5.5577e-04 eta: 1:47:34 time: 0.1115 data_time: 0.0020 memory: 2855 loss: 0.7270 2022/12/08 00:09:33 - mmengine - INFO - Epoch(train) [115][1600/5005] lr: 5.5189e-04 eta: 1:47:11 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.6561 2022/12/08 00:09:44 - mmengine - INFO - Epoch(train) [115][1700/5005] lr: 5.4802e-04 eta: 1:46:48 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.6776 2022/12/08 00:09:56 - mmengine - INFO - Epoch(train) [115][1800/5005] lr: 5.4417e-04 eta: 1:46:25 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.8396 2022/12/08 00:10:07 - mmengine - INFO - Epoch(train) [115][1900/5005] lr: 5.4033e-04 eta: 1:46:02 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8413 2022/12/08 00:10:18 - mmengine - INFO - Epoch(train) [115][2000/5005] lr: 5.3650e-04 eta: 1:45:39 time: 0.1123 data_time: 0.0022 memory: 2855 loss: 0.8990 2022/12/08 00:10:30 - mmengine - INFO - Epoch(train) [115][2100/5005] lr: 5.3268e-04 eta: 1:45:15 time: 0.1134 data_time: 0.0021 memory: 2855 loss: 0.8407 2022/12/08 00:10:41 - mmengine - INFO - Epoch(train) [115][2200/5005] lr: 5.2888e-04 eta: 1:44:52 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8281 2022/12/08 00:10:52 - mmengine - INFO - Epoch(train) [115][2300/5005] lr: 5.2510e-04 eta: 1:44:29 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.7269 2022/12/08 00:11:04 - mmengine - INFO - Epoch(train) [115][2400/5005] lr: 5.2132e-04 eta: 1:44:06 time: 0.1117 data_time: 0.0020 memory: 2855 loss: 0.8679 2022/12/08 00:11:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:11:15 - mmengine - INFO - Epoch(train) [115][2500/5005] lr: 5.1756e-04 eta: 1:43:43 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7943 2022/12/08 00:11:26 - mmengine - INFO - Epoch(train) [115][2600/5005] lr: 5.1382e-04 eta: 1:43:20 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.8469 2022/12/08 00:11:38 - mmengine - INFO - Epoch(train) [115][2700/5005] lr: 5.1008e-04 eta: 1:42:56 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.7312 2022/12/08 00:11:49 - mmengine - INFO - Epoch(train) [115][2800/5005] lr: 5.0636e-04 eta: 1:42:33 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.7587 2022/12/08 00:12:00 - mmengine - INFO - Epoch(train) [115][2900/5005] lr: 5.0266e-04 eta: 1:42:10 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.8571 2022/12/08 00:12:12 - mmengine - INFO - Epoch(train) [115][3000/5005] lr: 4.9896e-04 eta: 1:41:47 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7037 2022/12/08 00:12:23 - mmengine - INFO - Epoch(train) [115][3100/5005] lr: 4.9529e-04 eta: 1:41:24 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.6028 2022/12/08 00:12:34 - mmengine - INFO - Epoch(train) [115][3200/5005] lr: 4.9162e-04 eta: 1:41:01 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.8967 2022/12/08 00:12:46 - mmengine - INFO - Epoch(train) [115][3300/5005] lr: 4.8797e-04 eta: 1:40:38 time: 0.1136 data_time: 0.0022 memory: 2855 loss: 0.7627 2022/12/08 00:12:57 - mmengine - INFO - Epoch(train) [115][3400/5005] lr: 4.8433e-04 eta: 1:40:14 time: 0.1117 data_time: 0.0022 memory: 2855 loss: 0.7228 2022/12/08 00:13:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:13:08 - mmengine - INFO - Epoch(train) [115][3500/5005] lr: 4.8071e-04 eta: 1:39:51 time: 0.1115 data_time: 0.0022 memory: 2855 loss: 0.6804 2022/12/08 00:13:20 - mmengine - INFO - Epoch(train) [115][3600/5005] lr: 4.7709e-04 eta: 1:39:28 time: 0.1115 data_time: 0.0022 memory: 2855 loss: 0.8079 2022/12/08 00:13:31 - mmengine - INFO - Epoch(train) [115][3700/5005] lr: 4.7350e-04 eta: 1:39:05 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.6280 2022/12/08 00:13:42 - mmengine - INFO - Epoch(train) [115][3800/5005] lr: 4.6991e-04 eta: 1:38:42 time: 0.1112 data_time: 0.0020 memory: 2855 loss: 0.8009 2022/12/08 00:13:54 - mmengine - INFO - Epoch(train) [115][3900/5005] lr: 4.6634e-04 eta: 1:38:19 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.7470 2022/12/08 00:14:05 - mmengine - INFO - Epoch(train) [115][4000/5005] lr: 4.6279e-04 eta: 1:37:56 time: 0.1232 data_time: 0.0022 memory: 2855 loss: 0.8294 2022/12/08 00:14:16 - mmengine - INFO - Epoch(train) [115][4100/5005] lr: 4.5924e-04 eta: 1:37:33 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.8285 2022/12/08 00:14:28 - mmengine - INFO - Epoch(train) [115][4200/5005] lr: 4.5571e-04 eta: 1:37:10 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8251 2022/12/08 00:14:39 - mmengine - INFO - Epoch(train) [115][4300/5005] lr: 4.5220e-04 eta: 1:36:47 time: 0.1122 data_time: 0.0020 memory: 2855 loss: 0.7783 2022/12/08 00:14:50 - mmengine - INFO - Epoch(train) [115][4400/5005] lr: 4.4869e-04 eta: 1:36:24 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8186 2022/12/08 00:14:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:15:02 - mmengine - INFO - Epoch(train) [115][4500/5005] lr: 4.4520e-04 eta: 1:36:00 time: 0.1121 data_time: 0.0021 memory: 2855 loss: 0.7311 2022/12/08 00:15:13 - mmengine - INFO - Epoch(train) [115][4600/5005] lr: 4.4173e-04 eta: 1:35:37 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7924 2022/12/08 00:15:24 - mmengine - INFO - Epoch(train) [115][4700/5005] lr: 4.3827e-04 eta: 1:35:14 time: 0.1132 data_time: 0.0021 memory: 2855 loss: 0.7742 2022/12/08 00:15:36 - mmengine - INFO - Epoch(train) [115][4800/5005] lr: 4.3482e-04 eta: 1:34:51 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 1.1171 2022/12/08 00:15:47 - mmengine - INFO - Epoch(train) [115][4900/5005] lr: 4.3138e-04 eta: 1:34:28 time: 0.1121 data_time: 0.0021 memory: 2855 loss: 0.9196 2022/12/08 00:15:58 - mmengine - INFO - Epoch(train) [115][5000/5005] lr: 4.2796e-04 eta: 1:34:05 time: 0.1128 data_time: 0.0030 memory: 2855 loss: 0.8408 2022/12/08 00:15:59 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:15:59 - mmengine - INFO - Saving checkpoint at 115 epochs 2022/12/08 00:16:04 - mmengine - INFO - Epoch(val) [115][100/196] eta: 0:00:03 time: 0.0380 data_time: 0.0188 memory: 2855 2022/12/08 00:16:17 - mmengine - INFO - Epoch(val) [115][196/196] accuracy/top1: 77.6560 accuracy/top5: 93.8240 2022/12/08 00:16:29 - mmengine - INFO - Epoch(train) [116][ 100/5005] lr: 4.2438e-04 eta: 1:33:41 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.8969 2022/12/08 00:16:40 - mmengine - INFO - Epoch(train) [116][ 200/5005] lr: 4.2099e-04 eta: 1:33:18 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.8261 2022/12/08 00:16:51 - mmengine - INFO - Epoch(train) [116][ 300/5005] lr: 4.1761e-04 eta: 1:32:55 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.8667 2022/12/08 00:17:03 - mmengine - INFO - Epoch(train) [116][ 400/5005] lr: 4.1424e-04 eta: 1:32:32 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.9643 2022/12/08 00:17:05 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:17:14 - mmengine - INFO - Epoch(train) [116][ 500/5005] lr: 4.1089e-04 eta: 1:32:09 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8301 2022/12/08 00:17:25 - mmengine - INFO - Epoch(train) [116][ 600/5005] lr: 4.0755e-04 eta: 1:31:46 time: 0.1119 data_time: 0.0022 memory: 2855 loss: 0.7580 2022/12/08 00:17:37 - mmengine - INFO - Epoch(train) [116][ 700/5005] lr: 4.0423e-04 eta: 1:31:23 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.6825 2022/12/08 00:17:48 - mmengine - INFO - Epoch(train) [116][ 800/5005] lr: 4.0091e-04 eta: 1:31:00 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.7663 2022/12/08 00:17:59 - mmengine - INFO - Epoch(train) [116][ 900/5005] lr: 3.9762e-04 eta: 1:30:37 time: 0.1121 data_time: 0.0020 memory: 2855 loss: 0.7498 2022/12/08 00:18:11 - mmengine - INFO - Epoch(train) [116][1000/5005] lr: 3.9433e-04 eta: 1:30:14 time: 0.1146 data_time: 0.0021 memory: 2855 loss: 0.8570 2022/12/08 00:18:22 - mmengine - INFO - Epoch(train) [116][1100/5005] lr: 3.9106e-04 eta: 1:29:51 time: 0.1146 data_time: 0.0022 memory: 2855 loss: 0.8147 2022/12/08 00:18:33 - mmengine - INFO - Epoch(train) [116][1200/5005] lr: 3.8780e-04 eta: 1:29:28 time: 0.1124 data_time: 0.0023 memory: 2855 loss: 0.6727 2022/12/08 00:18:45 - mmengine - INFO - Epoch(train) [116][1300/5005] lr: 3.8456e-04 eta: 1:29:05 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.6969 2022/12/08 00:18:56 - mmengine - INFO - Epoch(train) [116][1400/5005] lr: 3.8133e-04 eta: 1:28:42 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.7168 2022/12/08 00:18:59 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:19:07 - mmengine - INFO - Epoch(train) [116][1500/5005] lr: 3.7811e-04 eta: 1:28:19 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.7710 2022/12/08 00:19:19 - mmengine - INFO - Epoch(train) [116][1600/5005] lr: 3.7491e-04 eta: 1:27:56 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.7286 2022/12/08 00:19:30 - mmengine - INFO - Epoch(train) [116][1700/5005] lr: 3.7172e-04 eta: 1:27:33 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.8917 2022/12/08 00:19:41 - mmengine - INFO - Epoch(train) [116][1800/5005] lr: 3.6854e-04 eta: 1:27:10 time: 0.1125 data_time: 0.0021 memory: 2855 loss: 0.7714 2022/12/08 00:19:53 - mmengine - INFO - Epoch(train) [116][1900/5005] lr: 3.6538e-04 eta: 1:26:47 time: 0.1122 data_time: 0.0022 memory: 2855 loss: 0.7290 2022/12/08 00:20:04 - mmengine - INFO - Epoch(train) [116][2000/5005] lr: 3.6223e-04 eta: 1:26:24 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.6583 2022/12/08 00:20:15 - mmengine - INFO - Epoch(train) [116][2100/5005] lr: 3.5909e-04 eta: 1:26:01 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8001 2022/12/08 00:20:27 - mmengine - INFO - Epoch(train) [116][2200/5005] lr: 3.5597e-04 eta: 1:25:38 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.7085 2022/12/08 00:20:38 - mmengine - INFO - Epoch(train) [116][2300/5005] lr: 3.5286e-04 eta: 1:25:15 time: 0.1157 data_time: 0.0021 memory: 2855 loss: 0.6870 2022/12/08 00:20:49 - mmengine - INFO - Epoch(train) [116][2400/5005] lr: 3.4977e-04 eta: 1:24:52 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.7288 2022/12/08 00:20:52 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:21:01 - mmengine - INFO - Epoch(train) [116][2500/5005] lr: 3.4668e-04 eta: 1:24:29 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.8328 2022/12/08 00:21:12 - mmengine - INFO - Epoch(train) [116][2600/5005] lr: 3.4362e-04 eta: 1:24:06 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7015 2022/12/08 00:21:23 - mmengine - INFO - Epoch(train) [116][2700/5005] lr: 3.4056e-04 eta: 1:23:43 time: 0.1112 data_time: 0.0022 memory: 2855 loss: 0.7071 2022/12/08 00:21:35 - mmengine - INFO - Epoch(train) [116][2800/5005] lr: 3.3752e-04 eta: 1:23:20 time: 0.1116 data_time: 0.0020 memory: 2855 loss: 0.6329 2022/12/08 00:21:46 - mmengine - INFO - Epoch(train) [116][2900/5005] lr: 3.3450e-04 eta: 1:22:57 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.7476 2022/12/08 00:21:57 - mmengine - INFO - Epoch(train) [116][3000/5005] lr: 3.3148e-04 eta: 1:22:34 time: 0.1146 data_time: 0.0021 memory: 2855 loss: 0.7468 2022/12/08 00:22:09 - mmengine - INFO - Epoch(train) [116][3100/5005] lr: 3.2848e-04 eta: 1:22:11 time: 0.1129 data_time: 0.0022 memory: 2855 loss: 0.7562 2022/12/08 00:22:20 - mmengine - INFO - Epoch(train) [116][3200/5005] lr: 3.2550e-04 eta: 1:21:49 time: 0.1123 data_time: 0.0023 memory: 2855 loss: 0.9416 2022/12/08 00:22:31 - mmengine - INFO - Epoch(train) [116][3300/5005] lr: 3.2252e-04 eta: 1:21:26 time: 0.1138 data_time: 0.0021 memory: 2855 loss: 0.8830 2022/12/08 00:22:43 - mmengine - INFO - Epoch(train) [116][3400/5005] lr: 3.1956e-04 eta: 1:21:03 time: 0.1127 data_time: 0.0022 memory: 2855 loss: 0.8516 2022/12/08 00:22:46 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:22:54 - mmengine - INFO - Epoch(train) [116][3500/5005] lr: 3.1662e-04 eta: 1:20:40 time: 0.1189 data_time: 0.0020 memory: 2855 loss: 0.7603 2022/12/08 00:23:06 - mmengine - INFO - Epoch(train) [116][3600/5005] lr: 3.1369e-04 eta: 1:20:17 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7877 2022/12/08 00:23:17 - mmengine - INFO - Epoch(train) [116][3700/5005] lr: 3.1077e-04 eta: 1:19:54 time: 0.1114 data_time: 0.0020 memory: 2855 loss: 0.7092 2022/12/08 00:23:28 - mmengine - INFO - Epoch(train) [116][3800/5005] lr: 3.0786e-04 eta: 1:19:31 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.9127 2022/12/08 00:23:39 - mmengine - INFO - Epoch(train) [116][3900/5005] lr: 3.0497e-04 eta: 1:19:08 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7338 2022/12/08 00:23:51 - mmengine - INFO - Epoch(train) [116][4000/5005] lr: 3.0210e-04 eta: 1:18:45 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.7182 2022/12/08 00:24:02 - mmengine - INFO - Epoch(train) [116][4100/5005] lr: 2.9923e-04 eta: 1:18:22 time: 0.1122 data_time: 0.0020 memory: 2855 loss: 0.8139 2022/12/08 00:24:13 - mmengine - INFO - Epoch(train) [116][4200/5005] lr: 2.9638e-04 eta: 1:18:00 time: 0.1123 data_time: 0.0020 memory: 2855 loss: 0.8807 2022/12/08 00:24:25 - mmengine - INFO - Epoch(train) [116][4300/5005] lr: 2.9354e-04 eta: 1:17:37 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.7742 2022/12/08 00:24:36 - mmengine - INFO - Epoch(train) [116][4400/5005] lr: 2.9072e-04 eta: 1:17:14 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.6182 2022/12/08 00:24:39 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:24:47 - mmengine - INFO - Epoch(train) [116][4500/5005] lr: 2.8791e-04 eta: 1:16:51 time: 0.1122 data_time: 0.0022 memory: 2855 loss: 0.7471 2022/12/08 00:24:59 - mmengine - INFO - Epoch(train) [116][4600/5005] lr: 2.8512e-04 eta: 1:16:28 time: 0.1115 data_time: 0.0022 memory: 2855 loss: 0.8896 2022/12/08 00:25:10 - mmengine - INFO - Epoch(train) [116][4700/5005] lr: 2.8233e-04 eta: 1:16:05 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.7106 2022/12/08 00:25:21 - mmengine - INFO - Epoch(train) [116][4800/5005] lr: 2.7957e-04 eta: 1:15:42 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.8588 2022/12/08 00:25:33 - mmengine - INFO - Epoch(train) [116][4900/5005] lr: 2.7681e-04 eta: 1:15:20 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.7298 2022/12/08 00:25:44 - mmengine - INFO - Epoch(train) [116][5000/5005] lr: 2.7407e-04 eta: 1:14:57 time: 0.1124 data_time: 0.0029 memory: 2855 loss: 0.7076 2022/12/08 00:25:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:25:44 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/12/08 00:25:50 - mmengine - INFO - Epoch(val) [116][100/196] eta: 0:00:03 time: 0.0368 data_time: 0.0173 memory: 2855 2022/12/08 00:26:03 - mmengine - INFO - Epoch(val) [116][196/196] accuracy/top1: 77.7900 accuracy/top5: 93.8440 2022/12/08 00:26:14 - mmengine - INFO - Epoch(train) [117][ 100/5005] lr: 2.7121e-04 eta: 1:14:33 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7561 2022/12/08 00:26:25 - mmengine - INFO - Epoch(train) [117][ 200/5005] lr: 2.6849e-04 eta: 1:14:10 time: 0.1119 data_time: 0.0022 memory: 2855 loss: 0.6934 2022/12/08 00:26:37 - mmengine - INFO - Epoch(train) [117][ 300/5005] lr: 2.6579e-04 eta: 1:13:47 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8442 2022/12/08 00:26:48 - mmengine - INFO - Epoch(train) [117][ 400/5005] lr: 2.6311e-04 eta: 1:13:24 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7688 2022/12/08 00:26:50 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:26:59 - mmengine - INFO - Epoch(train) [117][ 500/5005] lr: 2.6043e-04 eta: 1:13:01 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.8636 2022/12/08 00:27:11 - mmengine - INFO - Epoch(train) [117][ 600/5005] lr: 2.5777e-04 eta: 1:12:39 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.7903 2022/12/08 00:27:22 - mmengine - INFO - Epoch(train) [117][ 700/5005] lr: 2.5513e-04 eta: 1:12:16 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8204 2022/12/08 00:27:33 - mmengine - INFO - Epoch(train) [117][ 800/5005] lr: 2.5250e-04 eta: 1:11:53 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.7439 2022/12/08 00:27:45 - mmengine - INFO - Epoch(train) [117][ 900/5005] lr: 2.4988e-04 eta: 1:11:30 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7739 2022/12/08 00:27:56 - mmengine - INFO - Epoch(train) [117][1000/5005] lr: 2.4727e-04 eta: 1:11:07 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8714 2022/12/08 00:28:07 - mmengine - INFO - Epoch(train) [117][1100/5005] lr: 2.4468e-04 eta: 1:10:44 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8689 2022/12/08 00:28:19 - mmengine - INFO - Epoch(train) [117][1200/5005] lr: 2.4210e-04 eta: 1:10:22 time: 0.1169 data_time: 0.0021 memory: 2855 loss: 0.7678 2022/12/08 00:28:30 - mmengine - INFO - Epoch(train) [117][1300/5005] lr: 2.3954e-04 eta: 1:09:59 time: 0.1113 data_time: 0.0022 memory: 2855 loss: 0.8546 2022/12/08 00:28:41 - mmengine - INFO - Epoch(train) [117][1400/5005] lr: 2.3699e-04 eta: 1:09:36 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.6471 2022/12/08 00:28:44 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:28:53 - mmengine - INFO - Epoch(train) [117][1500/5005] lr: 2.3445e-04 eta: 1:09:13 time: 0.1122 data_time: 0.0020 memory: 2855 loss: 0.6689 2022/12/08 00:29:04 - mmengine - INFO - Epoch(train) [117][1600/5005] lr: 2.3193e-04 eta: 1:08:50 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.7650 2022/12/08 00:29:15 - mmengine - INFO - Epoch(train) [117][1700/5005] lr: 2.2942e-04 eta: 1:08:28 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.6573 2022/12/08 00:29:26 - mmengine - INFO - Epoch(train) [117][1800/5005] lr: 2.2693e-04 eta: 1:08:05 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8169 2022/12/08 00:29:38 - mmengine - INFO - Epoch(train) [117][1900/5005] lr: 2.2444e-04 eta: 1:07:42 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8343 2022/12/08 00:29:49 - mmengine - INFO - Epoch(train) [117][2000/5005] lr: 2.2198e-04 eta: 1:07:19 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.7638 2022/12/08 00:30:01 - mmengine - INFO - Epoch(train) [117][2100/5005] lr: 2.1952e-04 eta: 1:06:57 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.7746 2022/12/08 00:30:12 - mmengine - INFO - Epoch(train) [117][2200/5005] lr: 2.1708e-04 eta: 1:06:34 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.9620 2022/12/08 00:30:23 - mmengine - INFO - Epoch(train) [117][2300/5005] lr: 2.1465e-04 eta: 1:06:11 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.9415 2022/12/08 00:30:34 - mmengine - INFO - Epoch(train) [117][2400/5005] lr: 2.1224e-04 eta: 1:05:48 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7651 2022/12/08 00:30:37 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:30:46 - mmengine - INFO - Epoch(train) [117][2500/5005] lr: 2.0984e-04 eta: 1:05:26 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.8118 2022/12/08 00:30:57 - mmengine - INFO - Epoch(train) [117][2600/5005] lr: 2.0745e-04 eta: 1:05:03 time: 0.1117 data_time: 0.0022 memory: 2855 loss: 0.7076 2022/12/08 00:31:09 - mmengine - INFO - Epoch(train) [117][2700/5005] lr: 2.0508e-04 eta: 1:04:40 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.7942 2022/12/08 00:31:20 - mmengine - INFO - Epoch(train) [117][2800/5005] lr: 2.0272e-04 eta: 1:04:17 time: 0.1127 data_time: 0.0021 memory: 2855 loss: 0.8923 2022/12/08 00:31:31 - mmengine - INFO - Epoch(train) [117][2900/5005] lr: 2.0037e-04 eta: 1:03:55 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8016 2022/12/08 00:31:43 - mmengine - INFO - Epoch(train) [117][3000/5005] lr: 1.9804e-04 eta: 1:03:32 time: 0.1121 data_time: 0.0022 memory: 2855 loss: 0.7222 2022/12/08 00:31:54 - mmengine - INFO - Epoch(train) [117][3100/5005] lr: 1.9572e-04 eta: 1:03:09 time: 0.1127 data_time: 0.0021 memory: 2855 loss: 0.7882 2022/12/08 00:32:05 - mmengine - INFO - Epoch(train) [117][3200/5005] lr: 1.9342e-04 eta: 1:02:46 time: 0.1116 data_time: 0.0022 memory: 2855 loss: 0.7874 2022/12/08 00:32:17 - mmengine - INFO - Epoch(train) [117][3300/5005] lr: 1.9112e-04 eta: 1:02:24 time: 0.1126 data_time: 0.0023 memory: 2855 loss: 0.6974 2022/12/08 00:32:28 - mmengine - INFO - Epoch(train) [117][3400/5005] lr: 1.8885e-04 eta: 1:02:01 time: 0.1113 data_time: 0.0023 memory: 2855 loss: 0.7048 2022/12/08 00:32:30 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:32:39 - mmengine - INFO - Epoch(train) [117][3500/5005] lr: 1.8658e-04 eta: 1:01:38 time: 0.1114 data_time: 0.0022 memory: 2855 loss: 0.8703 2022/12/08 00:32:51 - mmengine - INFO - Epoch(train) [117][3600/5005] lr: 1.8433e-04 eta: 1:01:16 time: 0.1119 data_time: 0.0020 memory: 2855 loss: 0.7224 2022/12/08 00:33:02 - mmengine - INFO - Epoch(train) [117][3700/5005] lr: 1.8210e-04 eta: 1:00:53 time: 0.1121 data_time: 0.0021 memory: 2855 loss: 0.7747 2022/12/08 00:33:14 - mmengine - INFO - Epoch(train) [117][3800/5005] lr: 1.7987e-04 eta: 1:00:30 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.6926 2022/12/08 00:33:25 - mmengine - INFO - Epoch(train) [117][3900/5005] lr: 1.7766e-04 eta: 1:00:08 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.8110 2022/12/08 00:33:36 - mmengine - INFO - Epoch(train) [117][4000/5005] lr: 1.7547e-04 eta: 0:59:45 time: 0.1116 data_time: 0.0022 memory: 2855 loss: 0.7913 2022/12/08 00:33:48 - mmengine - INFO - Epoch(train) [117][4100/5005] lr: 1.7328e-04 eta: 0:59:22 time: 0.1129 data_time: 0.0022 memory: 2855 loss: 0.8041 2022/12/08 00:33:59 - mmengine - INFO - Epoch(train) [117][4200/5005] lr: 1.7112e-04 eta: 0:59:00 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.7859 2022/12/08 00:34:10 - mmengine - INFO - Epoch(train) [117][4300/5005] lr: 1.6896e-04 eta: 0:58:37 time: 0.1122 data_time: 0.0022 memory: 2855 loss: 0.6895 2022/12/08 00:34:22 - mmengine - INFO - Epoch(train) [117][4400/5005] lr: 1.6682e-04 eta: 0:58:14 time: 0.1136 data_time: 0.0022 memory: 2855 loss: 0.7899 2022/12/08 00:34:24 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:34:33 - mmengine - INFO - Epoch(train) [117][4500/5005] lr: 1.6469e-04 eta: 0:57:51 time: 0.1151 data_time: 0.0023 memory: 2855 loss: 0.7837 2022/12/08 00:34:45 - mmengine - INFO - Epoch(train) [117][4600/5005] lr: 1.6258e-04 eta: 0:57:29 time: 0.1140 data_time: 0.0021 memory: 2855 loss: 0.7223 2022/12/08 00:34:56 - mmengine - INFO - Epoch(train) [117][4700/5005] lr: 1.6048e-04 eta: 0:57:06 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.7587 2022/12/08 00:35:07 - mmengine - INFO - Epoch(train) [117][4800/5005] lr: 1.5839e-04 eta: 0:56:44 time: 0.1119 data_time: 0.0022 memory: 2855 loss: 0.7734 2022/12/08 00:35:19 - mmengine - INFO - Epoch(train) [117][4900/5005] lr: 1.5632e-04 eta: 0:56:21 time: 0.1116 data_time: 0.0022 memory: 2855 loss: 0.8397 2022/12/08 00:35:30 - mmengine - INFO - Epoch(train) [117][5000/5005] lr: 1.5426e-04 eta: 0:55:58 time: 0.1133 data_time: 0.0031 memory: 2855 loss: 0.8071 2022/12/08 00:35:31 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:35:31 - mmengine - INFO - Saving checkpoint at 117 epochs 2022/12/08 00:35:36 - mmengine - INFO - Epoch(val) [117][100/196] eta: 0:00:03 time: 0.0395 data_time: 0.0202 memory: 2855 2022/12/08 00:35:49 - mmengine - INFO - Epoch(val) [117][196/196] accuracy/top1: 77.7000 accuracy/top5: 93.9540 2022/12/08 00:36:01 - mmengine - INFO - Epoch(train) [118][ 100/5005] lr: 1.5211e-04 eta: 0:55:34 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.7490 2022/12/08 00:36:12 - mmengine - INFO - Epoch(train) [118][ 200/5005] lr: 1.5008e-04 eta: 0:55:12 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8219 2022/12/08 00:36:23 - mmengine - INFO - Epoch(train) [118][ 300/5005] lr: 1.4806e-04 eta: 0:54:49 time: 0.1121 data_time: 0.0022 memory: 2855 loss: 0.6835 2022/12/08 00:36:34 - mmengine - INFO - Epoch(train) [118][ 400/5005] lr: 1.4605e-04 eta: 0:54:27 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.9228 2022/12/08 00:36:36 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:36:46 - mmengine - INFO - Epoch(train) [118][ 500/5005] lr: 1.4406e-04 eta: 0:54:04 time: 0.1115 data_time: 0.0022 memory: 2855 loss: 0.6836 2022/12/08 00:36:57 - mmengine - INFO - Epoch(train) [118][ 600/5005] lr: 1.4209e-04 eta: 0:53:41 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.8585 2022/12/08 00:37:08 - mmengine - INFO - Epoch(train) [118][ 700/5005] lr: 1.4012e-04 eta: 0:53:19 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7158 2022/12/08 00:37:20 - mmengine - INFO - Epoch(train) [118][ 800/5005] lr: 1.3817e-04 eta: 0:52:56 time: 0.1135 data_time: 0.0020 memory: 2855 loss: 0.8026 2022/12/08 00:37:31 - mmengine - INFO - Epoch(train) [118][ 900/5005] lr: 1.3624e-04 eta: 0:52:33 time: 0.1116 data_time: 0.0020 memory: 2855 loss: 0.7805 2022/12/08 00:37:42 - mmengine - INFO - Epoch(train) [118][1000/5005] lr: 1.3431e-04 eta: 0:52:11 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8542 2022/12/08 00:37:54 - mmengine - INFO - Epoch(train) [118][1100/5005] lr: 1.3241e-04 eta: 0:51:48 time: 0.1128 data_time: 0.0021 memory: 2855 loss: 0.7704 2022/12/08 00:38:05 - mmengine - INFO - Epoch(train) [118][1200/5005] lr: 1.3051e-04 eta: 0:51:26 time: 0.1121 data_time: 0.0021 memory: 2855 loss: 0.8027 2022/12/08 00:38:16 - mmengine - INFO - Epoch(train) [118][1300/5005] lr: 1.2863e-04 eta: 0:51:03 time: 0.1127 data_time: 0.0023 memory: 2855 loss: 0.8764 2022/12/08 00:38:28 - mmengine - INFO - Epoch(train) [118][1400/5005] lr: 1.2676e-04 eta: 0:50:40 time: 0.1111 data_time: 0.0021 memory: 2855 loss: 0.6835 2022/12/08 00:38:29 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:38:39 - mmengine - INFO - Epoch(train) [118][1500/5005] lr: 1.2491e-04 eta: 0:50:18 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.6989 2022/12/08 00:38:50 - mmengine - INFO - Epoch(train) [118][1600/5005] lr: 1.2307e-04 eta: 0:49:55 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7077 2022/12/08 00:39:01 - mmengine - INFO - Epoch(train) [118][1700/5005] lr: 1.2124e-04 eta: 0:49:33 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 1.0049 2022/12/08 00:39:13 - mmengine - INFO - Epoch(train) [118][1800/5005] lr: 1.1943e-04 eta: 0:49:10 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.7783 2022/12/08 00:39:24 - mmengine - INFO - Epoch(train) [118][1900/5005] lr: 1.1763e-04 eta: 0:48:47 time: 0.1124 data_time: 0.0022 memory: 2855 loss: 0.7257 2022/12/08 00:39:35 - mmengine - INFO - Epoch(train) [118][2000/5005] lr: 1.1584e-04 eta: 0:48:25 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.9873 2022/12/08 00:39:47 - mmengine - INFO - Epoch(train) [118][2100/5005] lr: 1.1407e-04 eta: 0:48:02 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.7716 2022/12/08 00:39:58 - mmengine - INFO - Epoch(train) [118][2200/5005] lr: 1.1231e-04 eta: 0:47:40 time: 0.1129 data_time: 0.0021 memory: 2855 loss: 0.8075 2022/12/08 00:40:09 - mmengine - INFO - Epoch(train) [118][2300/5005] lr: 1.1056e-04 eta: 0:47:17 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.7930 2022/12/08 00:40:21 - mmengine - INFO - Epoch(train) [118][2400/5005] lr: 1.0883e-04 eta: 0:46:55 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.5591 2022/12/08 00:40:23 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:40:32 - mmengine - INFO - Epoch(train) [118][2500/5005] lr: 1.0711e-04 eta: 0:46:32 time: 0.1126 data_time: 0.0022 memory: 2855 loss: 0.6459 2022/12/08 00:40:44 - mmengine - INFO - Epoch(train) [118][2600/5005] lr: 1.0541e-04 eta: 0:46:10 time: 0.1123 data_time: 0.0022 memory: 2855 loss: 0.6887 2022/12/08 00:40:55 - mmengine - INFO - Epoch(train) [118][2700/5005] lr: 1.0372e-04 eta: 0:45:47 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.8172 2022/12/08 00:41:06 - mmengine - INFO - Epoch(train) [118][2800/5005] lr: 1.0204e-04 eta: 0:45:24 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.6541 2022/12/08 00:41:18 - mmengine - INFO - Epoch(train) [118][2900/5005] lr: 1.0038e-04 eta: 0:45:02 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8457 2022/12/08 00:41:29 - mmengine - INFO - Epoch(train) [118][3000/5005] lr: 9.8729e-05 eta: 0:44:39 time: 0.1112 data_time: 0.0021 memory: 2855 loss: 0.8683 2022/12/08 00:41:40 - mmengine - INFO - Epoch(train) [118][3100/5005] lr: 9.7093e-05 eta: 0:44:17 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.7707 2022/12/08 00:41:52 - mmengine - INFO - Epoch(train) [118][3200/5005] lr: 9.5471e-05 eta: 0:43:54 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.9148 2022/12/08 00:42:03 - mmengine - INFO - Epoch(train) [118][3300/5005] lr: 9.3862e-05 eta: 0:43:32 time: 0.1122 data_time: 0.0023 memory: 2855 loss: 0.7139 2022/12/08 00:42:14 - mmengine - INFO - Epoch(train) [118][3400/5005] lr: 9.2267e-05 eta: 0:43:09 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7901 2022/12/08 00:42:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:42:25 - mmengine - INFO - Epoch(train) [118][3500/5005] lr: 9.0686e-05 eta: 0:42:47 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.6868 2022/12/08 00:42:37 - mmengine - INFO - Epoch(train) [118][3600/5005] lr: 8.9119e-05 eta: 0:42:24 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.7998 2022/12/08 00:42:48 - mmengine - INFO - Epoch(train) [118][3700/5005] lr: 8.7565e-05 eta: 0:42:02 time: 0.1125 data_time: 0.0020 memory: 2855 loss: 0.8438 2022/12/08 00:43:00 - mmengine - INFO - Epoch(train) [118][3800/5005] lr: 8.6024e-05 eta: 0:41:39 time: 0.1151 data_time: 0.0022 memory: 2855 loss: 0.7365 2022/12/08 00:43:11 - mmengine - INFO - Epoch(train) [118][3900/5005] lr: 8.4497e-05 eta: 0:41:17 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.6553 2022/12/08 00:43:22 - mmengine - INFO - Epoch(train) [118][4000/5005] lr: 8.2984e-05 eta: 0:40:54 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.8778 2022/12/08 00:43:34 - mmengine - INFO - Epoch(train) [118][4100/5005] lr: 8.1485e-05 eta: 0:40:32 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.8131 2022/12/08 00:43:45 - mmengine - INFO - Epoch(train) [118][4200/5005] lr: 7.9999e-05 eta: 0:40:09 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.6957 2022/12/08 00:43:56 - mmengine - INFO - Epoch(train) [118][4300/5005] lr: 7.8527e-05 eta: 0:39:47 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7833 2022/12/08 00:44:08 - mmengine - INFO - Epoch(train) [118][4400/5005] lr: 7.7069e-05 eta: 0:39:24 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.8207 2022/12/08 00:44:09 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:44:19 - mmengine - INFO - Epoch(train) [118][4500/5005] lr: 7.5624e-05 eta: 0:39:02 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.6471 2022/12/08 00:44:30 - mmengine - INFO - Epoch(train) [118][4600/5005] lr: 7.4193e-05 eta: 0:38:39 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.8233 2022/12/08 00:44:41 - mmengine - INFO - Epoch(train) [118][4700/5005] lr: 7.2776e-05 eta: 0:38:17 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7708 2022/12/08 00:44:53 - mmengine - INFO - Epoch(train) [118][4800/5005] lr: 7.1372e-05 eta: 0:37:54 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.6850 2022/12/08 00:45:04 - mmengine - INFO - Epoch(train) [118][4900/5005] lr: 6.9982e-05 eta: 0:37:32 time: 0.1162 data_time: 0.0022 memory: 2855 loss: 0.8763 2022/12/08 00:45:16 - mmengine - INFO - Epoch(train) [118][5000/5005] lr: 6.8605e-05 eta: 0:37:10 time: 0.1155 data_time: 0.0023 memory: 2855 loss: 0.8305 2022/12/08 00:45:16 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:45:16 - mmengine - INFO - Saving checkpoint at 118 epochs 2022/12/08 00:45:22 - mmengine - INFO - Epoch(val) [118][100/196] eta: 0:00:03 time: 0.0355 data_time: 0.0162 memory: 2855 2022/12/08 00:45:35 - mmengine - INFO - Epoch(val) [118][196/196] accuracy/top1: 77.7060 accuracy/top5: 93.8940 2022/12/08 00:45:46 - mmengine - INFO - Epoch(train) [119][ 100/5005] lr: 6.7175e-05 eta: 0:36:46 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.5578 2022/12/08 00:45:57 - mmengine - INFO - Epoch(train) [119][ 200/5005] lr: 6.5826e-05 eta: 0:36:24 time: 0.1113 data_time: 0.0020 memory: 2855 loss: 0.8734 2022/12/08 00:46:09 - mmengine - INFO - Epoch(train) [119][ 300/5005] lr: 6.4492e-05 eta: 0:36:01 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7923 2022/12/08 00:46:20 - mmengine - INFO - Epoch(train) [119][ 400/5005] lr: 6.3171e-05 eta: 0:35:39 time: 0.1114 data_time: 0.0022 memory: 2855 loss: 0.7188 2022/12/08 00:46:21 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:46:31 - mmengine - INFO - Epoch(train) [119][ 500/5005] lr: 6.1863e-05 eta: 0:35:16 time: 0.1114 data_time: 0.0020 memory: 2855 loss: 0.6975 2022/12/08 00:46:43 - mmengine - INFO - Epoch(train) [119][ 600/5005] lr: 6.0569e-05 eta: 0:34:54 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.7256 2022/12/08 00:46:54 - mmengine - INFO - Epoch(train) [119][ 700/5005] lr: 5.9289e-05 eta: 0:34:31 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7323 2022/12/08 00:47:05 - mmengine - INFO - Epoch(train) [119][ 800/5005] lr: 5.8023e-05 eta: 0:34:09 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.7688 2022/12/08 00:47:17 - mmengine - INFO - Epoch(train) [119][ 900/5005] lr: 5.6770e-05 eta: 0:33:46 time: 0.1173 data_time: 0.0021 memory: 2855 loss: 0.6696 2022/12/08 00:47:28 - mmengine - INFO - Epoch(train) [119][1000/5005] lr: 5.5531e-05 eta: 0:33:24 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.8314 2022/12/08 00:47:39 - mmengine - INFO - Epoch(train) [119][1100/5005] lr: 5.4305e-05 eta: 0:33:02 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.9380 2022/12/08 00:47:50 - mmengine - INFO - Epoch(train) [119][1200/5005] lr: 5.3094e-05 eta: 0:32:39 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.6900 2022/12/08 00:48:02 - mmengine - INFO - Epoch(train) [119][1300/5005] lr: 5.1896e-05 eta: 0:32:17 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.6543 2022/12/08 00:48:13 - mmengine - INFO - Epoch(train) [119][1400/5005] lr: 5.0711e-05 eta: 0:31:54 time: 0.1123 data_time: 0.0022 memory: 2855 loss: 0.6940 2022/12/08 00:48:14 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:48:24 - mmengine - INFO - Epoch(train) [119][1500/5005] lr: 4.9540e-05 eta: 0:31:32 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.7759 2022/12/08 00:48:36 - mmengine - INFO - Epoch(train) [119][1600/5005] lr: 4.8383e-05 eta: 0:31:10 time: 0.1120 data_time: 0.0022 memory: 2855 loss: 0.7396 2022/12/08 00:48:47 - mmengine - INFO - Epoch(train) [119][1700/5005] lr: 4.7240e-05 eta: 0:30:47 time: 0.1112 data_time: 0.0022 memory: 2855 loss: 0.6728 2022/12/08 00:48:58 - mmengine - INFO - Epoch(train) [119][1800/5005] lr: 4.6110e-05 eta: 0:30:25 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.7148 2022/12/08 00:49:10 - mmengine - INFO - Epoch(train) [119][1900/5005] lr: 4.4994e-05 eta: 0:30:02 time: 0.1126 data_time: 0.0021 memory: 2855 loss: 0.7390 2022/12/08 00:49:21 - mmengine - INFO - Epoch(train) [119][2000/5005] lr: 4.3891e-05 eta: 0:29:40 time: 0.1120 data_time: 0.0022 memory: 2855 loss: 0.6971 2022/12/08 00:49:32 - mmengine - INFO - Epoch(train) [119][2100/5005] lr: 4.2803e-05 eta: 0:29:18 time: 0.1127 data_time: 0.0022 memory: 2855 loss: 0.7409 2022/12/08 00:49:44 - mmengine - INFO - Epoch(train) [119][2200/5005] lr: 4.1727e-05 eta: 0:28:55 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.5936 2022/12/08 00:49:55 - mmengine - INFO - Epoch(train) [119][2300/5005] lr: 4.0666e-05 eta: 0:28:33 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.7577 2022/12/08 00:50:07 - mmengine - INFO - Epoch(train) [119][2400/5005] lr: 3.9618e-05 eta: 0:28:11 time: 0.1122 data_time: 0.0022 memory: 2855 loss: 0.7832 2022/12/08 00:50:08 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:50:18 - mmengine - INFO - Epoch(train) [119][2500/5005] lr: 3.8584e-05 eta: 0:27:48 time: 0.1126 data_time: 0.0021 memory: 2855 loss: 0.6514 2022/12/08 00:50:29 - mmengine - INFO - Epoch(train) [119][2600/5005] lr: 3.7564e-05 eta: 0:27:26 time: 0.1124 data_time: 0.0022 memory: 2855 loss: 0.7169 2022/12/08 00:50:41 - mmengine - INFO - Epoch(train) [119][2700/5005] lr: 3.6557e-05 eta: 0:27:04 time: 0.1120 data_time: 0.0022 memory: 2855 loss: 0.6044 2022/12/08 00:50:52 - mmengine - INFO - Epoch(train) [119][2800/5005] lr: 3.5564e-05 eta: 0:26:41 time: 0.1120 data_time: 0.0022 memory: 2855 loss: 0.7199 2022/12/08 00:51:04 - mmengine - INFO - Epoch(train) [119][2900/5005] lr: 3.4584e-05 eta: 0:26:19 time: 0.1126 data_time: 0.0021 memory: 2855 loss: 0.8157 2022/12/08 00:51:15 - mmengine - INFO - Epoch(train) [119][3000/5005] lr: 3.3619e-05 eta: 0:25:56 time: 0.1121 data_time: 0.0022 memory: 2855 loss: 0.7859 2022/12/08 00:51:26 - mmengine - INFO - Epoch(train) [119][3100/5005] lr: 3.2667e-05 eta: 0:25:34 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.6477 2022/12/08 00:51:38 - mmengine - INFO - Epoch(train) [119][3200/5005] lr: 3.1728e-05 eta: 0:25:12 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.8568 2022/12/08 00:51:49 - mmengine - INFO - Epoch(train) [119][3300/5005] lr: 3.0803e-05 eta: 0:24:49 time: 0.1121 data_time: 0.0022 memory: 2855 loss: 0.8478 2022/12/08 00:52:00 - mmengine - INFO - Epoch(train) [119][3400/5005] lr: 2.9892e-05 eta: 0:24:27 time: 0.1124 data_time: 0.0022 memory: 2855 loss: 0.8872 2022/12/08 00:52:01 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:52:12 - mmengine - INFO - Epoch(train) [119][3500/5005] lr: 2.8995e-05 eta: 0:24:05 time: 0.1120 data_time: 0.0021 memory: 2855 loss: 0.8692 2022/12/08 00:52:23 - mmengine - INFO - Epoch(train) [119][3600/5005] lr: 2.8111e-05 eta: 0:23:43 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.8007 2022/12/08 00:52:34 - mmengine - INFO - Epoch(train) [119][3700/5005] lr: 2.7241e-05 eta: 0:23:20 time: 0.1123 data_time: 0.0021 memory: 2855 loss: 0.7362 2022/12/08 00:52:46 - mmengine - INFO - Epoch(train) [119][3800/5005] lr: 2.6385e-05 eta: 0:22:58 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.7479 2022/12/08 00:52:57 - mmengine - INFO - Epoch(train) [119][3900/5005] lr: 2.5542e-05 eta: 0:22:36 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7157 2022/12/08 00:53:08 - mmengine - INFO - Epoch(train) [119][4000/5005] lr: 2.4713e-05 eta: 0:22:13 time: 0.1121 data_time: 0.0021 memory: 2855 loss: 0.9120 2022/12/08 00:53:20 - mmengine - INFO - Epoch(train) [119][4100/5005] lr: 2.3898e-05 eta: 0:21:51 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.6350 2022/12/08 00:53:31 - mmengine - INFO - Epoch(train) [119][4200/5005] lr: 2.3096e-05 eta: 0:21:29 time: 0.1113 data_time: 0.0022 memory: 2855 loss: 0.7529 2022/12/08 00:53:42 - mmengine - INFO - Epoch(train) [119][4300/5005] lr: 2.2308e-05 eta: 0:21:06 time: 0.1122 data_time: 0.0021 memory: 2855 loss: 0.6900 2022/12/08 00:53:54 - mmengine - INFO - Epoch(train) [119][4400/5005] lr: 2.1534e-05 eta: 0:20:44 time: 0.1180 data_time: 0.0021 memory: 2855 loss: 0.8299 2022/12/08 00:53:55 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:54:05 - mmengine - INFO - Epoch(train) [119][4500/5005] lr: 2.0773e-05 eta: 0:20:22 time: 0.1133 data_time: 0.0021 memory: 2855 loss: 0.7398 2022/12/08 00:54:16 - mmengine - INFO - Epoch(train) [119][4600/5005] lr: 2.0026e-05 eta: 0:20:00 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.6727 2022/12/08 00:54:28 - mmengine - INFO - Epoch(train) [119][4700/5005] lr: 1.9293e-05 eta: 0:19:37 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.6049 2022/12/08 00:54:39 - mmengine - INFO - Epoch(train) [119][4800/5005] lr: 1.8573e-05 eta: 0:19:15 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7575 2022/12/08 00:54:50 - mmengine - INFO - Epoch(train) [119][4900/5005] lr: 1.7867e-05 eta: 0:18:53 time: 0.1115 data_time: 0.0022 memory: 2855 loss: 0.9158 2022/12/08 00:55:01 - mmengine - INFO - Epoch(train) [119][5000/5005] lr: 1.7175e-05 eta: 0:18:30 time: 0.1134 data_time: 0.0029 memory: 2855 loss: 0.7795 2022/12/08 00:55:02 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:55:02 - mmengine - INFO - Saving checkpoint at 119 epochs 2022/12/08 00:55:08 - mmengine - INFO - Epoch(val) [119][100/196] eta: 0:00:03 time: 0.0362 data_time: 0.0168 memory: 2855 2022/12/08 00:55:20 - mmengine - INFO - Epoch(val) [119][196/196] accuracy/top1: 77.7020 accuracy/top5: 93.9420 2022/12/08 00:55:32 - mmengine - INFO - Epoch(train) [120][ 100/5005] lr: 1.6463e-05 eta: 0:18:07 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.7386 2022/12/08 00:55:43 - mmengine - INFO - Epoch(train) [120][ 200/5005] lr: 1.5798e-05 eta: 0:17:45 time: 0.1118 data_time: 0.0021 memory: 2855 loss: 0.6722 2022/12/08 00:55:55 - mmengine - INFO - Epoch(train) [120][ 300/5005] lr: 1.5148e-05 eta: 0:17:23 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7179 2022/12/08 00:56:06 - mmengine - INFO - Epoch(train) [120][ 400/5005] lr: 1.4511e-05 eta: 0:17:00 time: 0.1114 data_time: 0.0022 memory: 2855 loss: 0.7848 2022/12/08 00:56:07 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:56:18 - mmengine - INFO - Epoch(train) [120][ 500/5005] lr: 1.3888e-05 eta: 0:16:38 time: 0.1116 data_time: 0.0021 memory: 2855 loss: 0.7920 2022/12/08 00:56:29 - mmengine - INFO - Epoch(train) [120][ 600/5005] lr: 1.3278e-05 eta: 0:16:16 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7696 2022/12/08 00:56:40 - mmengine - INFO - Epoch(train) [120][ 700/5005] lr: 1.2682e-05 eta: 0:15:54 time: 0.1124 data_time: 0.0021 memory: 2855 loss: 0.6862 2022/12/08 00:56:51 - mmengine - INFO - Epoch(train) [120][ 800/5005] lr: 1.2100e-05 eta: 0:15:31 time: 0.1119 data_time: 0.0021 memory: 2855 loss: 0.8380 2022/12/08 00:57:03 - mmengine - INFO - Epoch(train) [120][ 900/5005] lr: 1.1532e-05 eta: 0:15:09 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.9335 2022/12/08 00:57:14 - mmengine - INFO - Epoch(train) [120][1000/5005] lr: 1.0977e-05 eta: 0:14:47 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7924 2022/12/08 00:57:25 - mmengine - INFO - Epoch(train) [120][1100/5005] lr: 1.0436e-05 eta: 0:14:25 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7178 2022/12/08 00:57:37 - mmengine - INFO - Epoch(train) [120][1200/5005] lr: 9.9081e-06 eta: 0:14:02 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.8248 2022/12/08 00:57:48 - mmengine - INFO - Epoch(train) [120][1300/5005] lr: 9.3943e-06 eta: 0:13:40 time: 0.1126 data_time: 0.0021 memory: 2855 loss: 0.6321 2022/12/08 00:57:59 - mmengine - INFO - Epoch(train) [120][1400/5005] lr: 8.8942e-06 eta: 0:13:18 time: 0.1126 data_time: 0.0022 memory: 2855 loss: 0.9485 2022/12/08 00:58:00 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 00:58:11 - mmengine - INFO - Epoch(train) [120][1500/5005] lr: 8.4078e-06 eta: 0:12:56 time: 0.1111 data_time: 0.0020 memory: 2855 loss: 0.8125 2022/12/08 00:58:22 - mmengine - INFO - Epoch(train) [120][1600/5005] lr: 7.9350e-06 eta: 0:12:34 time: 0.1126 data_time: 0.0023 memory: 2855 loss: 0.8084 2022/12/08 00:58:33 - mmengine - INFO - Epoch(train) [120][1700/5005] lr: 7.4759e-06 eta: 0:12:11 time: 0.1125 data_time: 0.0021 memory: 2855 loss: 0.6231 2022/12/08 00:58:45 - mmengine - INFO - Epoch(train) [120][1800/5005] lr: 7.0305e-06 eta: 0:11:49 time: 0.1113 data_time: 0.0021 memory: 2855 loss: 0.7077 2022/12/08 00:58:56 - mmengine - INFO - Epoch(train) [120][1900/5005] lr: 6.5988e-06 eta: 0:11:27 time: 0.1123 data_time: 0.0022 memory: 2855 loss: 0.8501 2022/12/08 00:59:07 - mmengine - INFO - Epoch(train) [120][2000/5005] lr: 6.1807e-06 eta: 0:11:05 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.8672 2022/12/08 00:59:19 - mmengine - INFO - Epoch(train) [120][2100/5005] lr: 5.7763e-06 eta: 0:10:43 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.8393 2022/12/08 00:59:30 - mmengine - INFO - Epoch(train) [120][2200/5005] lr: 5.3856e-06 eta: 0:10:20 time: 0.1125 data_time: 0.0022 memory: 2855 loss: 0.6723 2022/12/08 00:59:42 - mmengine - INFO - Epoch(train) [120][2300/5005] lr: 5.0086e-06 eta: 0:09:58 time: 0.1118 data_time: 0.0022 memory: 2855 loss: 0.7184 2022/12/08 00:59:53 - mmengine - INFO - Epoch(train) [120][2400/5005] lr: 4.6453e-06 eta: 0:09:36 time: 0.1133 data_time: 0.0023 memory: 2855 loss: 0.7321 2022/12/08 00:59:54 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 01:00:04 - mmengine - INFO - Epoch(train) [120][2500/5005] lr: 4.2956e-06 eta: 0:09:14 time: 0.1127 data_time: 0.0022 memory: 2855 loss: 0.7293 2022/12/08 01:00:16 - mmengine - INFO - Epoch(train) [120][2600/5005] lr: 3.9596e-06 eta: 0:08:52 time: 0.1121 data_time: 0.0022 memory: 2855 loss: 0.7612 2022/12/08 01:00:27 - mmengine - INFO - Epoch(train) [120][2700/5005] lr: 3.6373e-06 eta: 0:08:29 time: 0.1128 data_time: 0.0022 memory: 2855 loss: 0.8190 2022/12/08 01:00:38 - mmengine - INFO - Epoch(train) [120][2800/5005] lr: 3.3287e-06 eta: 0:08:07 time: 0.1117 data_time: 0.0023 memory: 2855 loss: 0.7807 2022/12/08 01:00:50 - mmengine - INFO - Epoch(train) [120][2900/5005] lr: 3.0338e-06 eta: 0:07:45 time: 0.1124 data_time: 0.0022 memory: 2855 loss: 0.7381 2022/12/08 01:01:01 - mmengine - INFO - Epoch(train) [120][3000/5005] lr: 2.7525e-06 eta: 0:07:23 time: 0.1121 data_time: 0.0022 memory: 2855 loss: 0.6142 2022/12/08 01:01:13 - mmengine - INFO - Epoch(train) [120][3100/5005] lr: 2.4849e-06 eta: 0:07:01 time: 0.1117 data_time: 0.0021 memory: 2855 loss: 0.8395 2022/12/08 01:01:24 - mmengine - INFO - Epoch(train) [120][3200/5005] lr: 2.2310e-06 eta: 0:06:39 time: 0.1112 data_time: 0.0022 memory: 2855 loss: 0.7427 2022/12/08 01:01:35 - mmengine - INFO - Epoch(train) [120][3300/5005] lr: 1.9908e-06 eta: 0:06:17 time: 0.1126 data_time: 0.0021 memory: 2855 loss: 0.7779 2022/12/08 01:01:47 - mmengine - INFO - Epoch(train) [120][3400/5005] lr: 1.7642e-06 eta: 0:05:54 time: 0.1114 data_time: 0.0021 memory: 2855 loss: 0.7287 2022/12/08 01:01:47 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 01:01:58 - mmengine - INFO - Epoch(train) [120][3500/5005] lr: 1.5514e-06 eta: 0:05:32 time: 0.1114 data_time: 0.0023 memory: 2855 loss: 0.5893 2022/12/08 01:02:09 - mmengine - INFO - Epoch(train) [120][3600/5005] lr: 1.3522e-06 eta: 0:05:10 time: 0.1113 data_time: 0.0022 memory: 2855 loss: 0.8380 2022/12/08 01:02:20 - mmengine - INFO - Epoch(train) [120][3700/5005] lr: 1.1667e-06 eta: 0:04:48 time: 0.1126 data_time: 0.0022 memory: 2855 loss: 0.7505 2022/12/08 01:02:32 - mmengine - INFO - Epoch(train) [120][3800/5005] lr: 9.9486e-07 eta: 0:04:26 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.8436 2022/12/08 01:02:43 - mmengine - INFO - Epoch(train) [120][3900/5005] lr: 8.3672e-07 eta: 0:04:04 time: 0.1114 data_time: 0.0022 memory: 2855 loss: 0.6968 2022/12/08 01:02:54 - mmengine - INFO - Epoch(train) [120][4000/5005] lr: 6.9225e-07 eta: 0:03:42 time: 0.1124 data_time: 0.0022 memory: 2855 loss: 0.8020 2022/12/08 01:03:06 - mmengine - INFO - Epoch(train) [120][4100/5005] lr: 5.6147e-07 eta: 0:03:19 time: 0.1127 data_time: 0.0021 memory: 2855 loss: 0.6631 2022/12/08 01:03:17 - mmengine - INFO - Epoch(train) [120][4200/5005] lr: 4.4436e-07 eta: 0:02:57 time: 0.1111 data_time: 0.0022 memory: 2855 loss: 0.7919 2022/12/08 01:03:29 - mmengine - INFO - Epoch(train) [120][4300/5005] lr: 3.4094e-07 eta: 0:02:35 time: 0.1134 data_time: 0.0021 memory: 2855 loss: 0.8237 2022/12/08 01:03:40 - mmengine - INFO - Epoch(train) [120][4400/5005] lr: 2.5120e-07 eta: 0:02:13 time: 0.1136 data_time: 0.0022 memory: 2855 loss: 0.8439 2022/12/08 01:03:41 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 01:03:51 - mmengine - INFO - Epoch(train) [120][4500/5005] lr: 1.7513e-07 eta: 0:01:51 time: 0.1115 data_time: 0.0021 memory: 2855 loss: 0.7896 2022/12/08 01:04:03 - mmengine - INFO - Epoch(train) [120][4600/5005] lr: 1.1275e-07 eta: 0:01:29 time: 0.1115 data_time: 0.0022 memory: 2855 loss: 0.7008 2022/12/08 01:04:14 - mmengine - INFO - Epoch(train) [120][4700/5005] lr: 6.4049e-08 eta: 0:01:07 time: 0.1123 data_time: 0.0022 memory: 2855 loss: 0.5920 2022/12/08 01:04:25 - mmengine - INFO - Epoch(train) [120][4800/5005] lr: 2.9027e-08 eta: 0:00:45 time: 0.1128 data_time: 0.0022 memory: 2855 loss: 0.8914 2022/12/08 01:04:37 - mmengine - INFO - Epoch(train) [120][4900/5005] lr: 7.6857e-09 eta: 0:00:23 time: 0.1112 data_time: 0.0022 memory: 2855 loss: 0.7269 2022/12/08 01:04:48 - mmengine - INFO - Epoch(train) [120][5000/5005] lr: 2.4625e-11 eta: 0:00:01 time: 0.1134 data_time: 0.0031 memory: 2855 loss: 0.7726 2022/12/08 01:04:48 - mmengine - INFO - Exp name: repvgg-B1g2_20221206_111632 2022/12/08 01:04:48 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/12/08 01:04:54 - mmengine - INFO - Epoch(val) [120][100/196] eta: 0:00:03 time: 0.0380 data_time: 0.0188 memory: 2855 2022/12/08 01:05:07 - mmengine - INFO - Epoch(val) [120][196/196] accuracy/top1: 77.8100 accuracy/top5: 94.0020