2022-11-02 06:25:42,966 - mmcls - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0] CUDA available: False GCC: gcc (GCC) 8.3.0 PyTorch: 1.8.1+ascend.rc2 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - OpenMP 201511 (a.k.a. OpenMP 4.5) - CPU capability usage: AVX2 - Build settings: BLAS_INFO=generic, BUILD_TYPE=Release, CXX_COMPILER=/opt/buildtools/gcc-7.3.0/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_PYTORCH_QNNPACK -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-variable -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=generic, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.8.1, USE_CUDA=0, USE_CUDNN=OFF, USE_EIGEN_FOR_BLAS=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=OFF, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=OFF, USE_NNPACK=0, USE_OPENMP=ON, TorchVision: 0.9.1+cu102 OpenCV: 4.5.5 MMCV: 1.6.2 MMCV Compiler: GCC 8.3 MMCV CUDA Compiler: not available MMClassification: 0.23.2+905ea52 ------------------------------------------------------------ 2022-11-02 06:25:42,966 - mmcls - INFO - Distributed training: True 2022-11-02 06:25:43,103 - mmcls - INFO - Config: model = dict( type='ImageClassifier', backbone=dict( type='ResNet', depth=50, num_stages=4, out_indices=(3, ), style='pytorch'), 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' img_norm_cfg = dict( 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', size=224), dict(type='RandomFlip', flip_prob=0.5, direction='horizontal'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='ToTensor', keys=['gt_label']), dict(type='Collect', keys=['img', 'gt_label']) ] test_pipeline = [ dict(type='LoadImageFromFile'), dict(type='Resize', size=(256, -1)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ] data = dict( samples_per_gpu=32, workers_per_gpu=2, train=dict( type='ImageNet', data_prefix='data/imagenet/train', pipeline=[ dict(type='LoadImageFromFile'), dict(type='RandomResizedCrop', size=224), dict(type='RandomFlip', flip_prob=0.5, direction='horizontal'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='ToTensor', keys=['gt_label']), dict(type='Collect', keys=['img', 'gt_label']) ]), val=dict( type='ImageNet', data_prefix='data/imagenet/val', ann_file='data/imagenet/meta/val.txt', pipeline=[ dict(type='LoadImageFromFile'), dict(type='Resize', size=(256, -1)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]), test=dict( type='ImageNet', data_prefix='data/imagenet/val', ann_file='data/imagenet/meta/val.txt', pipeline=[ dict(type='LoadImageFromFile'), dict(type='Resize', size=(256, -1)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ])) evaluation = dict(interval=1, metric='accuracy') optimizer = dict(type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=None) lr_config = dict(policy='step', step=[30, 60, 90]) runner = dict(type='EpochBasedRunner', max_epochs=100) checkpoint_config = dict(interval=1) log_config = dict(interval=100, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] work_dir = './work_dirs/resnet50_8xb32_in1k' gpu_ids = range(0, 8) 2022-11-02 06:25:44,706 - mmcls - INFO - Set random seed to 1150292309, deterministic: False 2022-11-02 06:25:44,915 - mmcls - INFO - initialize ResNet with init_cfg [{'type': 'Kaiming', 'layer': ['Conv2d']}, {'type': 'Constant', 'val': 1, 'layer': ['_BatchNorm', 'GroupNorm']}] 2022-11-02 06:25:45,155 - mmcls - INFO - initialize LinearClsHead with init_cfg {'type': 'Normal', 'layer': 'Linear', 'std': 0.01} Name of parameter - Initialization information backbone.conv1.weight - torch.Size([64, 3, 7, 7]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.bn1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.bn1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.conv1.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.0.bn1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.bn1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.conv2.weight - torch.Size([64, 64, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.0.bn2.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.bn2.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.conv3.weight - torch.Size([256, 64, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.0.bn3.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet backbone.layer1.0.bn3.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.downsample.0.weight - torch.Size([256, 64, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.0.downsample.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.0.downsample.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.1.conv1.weight - torch.Size([64, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.1.bn1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.1.bn1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.1.conv2.weight - torch.Size([64, 64, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.1.bn2.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.1.bn2.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.1.conv3.weight - torch.Size([256, 64, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.1.bn3.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet backbone.layer1.1.bn3.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.2.conv1.weight - torch.Size([64, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.2.bn1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.2.bn1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.2.conv2.weight - torch.Size([64, 64, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.2.bn2.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.2.bn2.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer1.2.conv3.weight - torch.Size([256, 64, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer1.2.bn3.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet backbone.layer1.2.bn3.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.conv1.weight - torch.Size([128, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.0.bn1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.bn1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.conv2.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.0.bn2.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.bn2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.conv3.weight - torch.Size([512, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.0.bn3.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet backbone.layer2.0.bn3.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.downsample.0.weight - torch.Size([512, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.0.downsample.1.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.0.downsample.1.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.conv1.weight - torch.Size([128, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.1.bn1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.bn1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.conv2.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.1.bn2.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.bn2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.1.conv3.weight - torch.Size([512, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.1.bn3.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet backbone.layer2.1.bn3.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.2.conv1.weight - torch.Size([128, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.2.bn1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.2.bn1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.2.conv2.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.2.bn2.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.2.bn2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.2.conv3.weight - torch.Size([512, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.2.bn3.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet backbone.layer2.2.bn3.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.3.conv1.weight - torch.Size([128, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.3.bn1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.3.bn1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.3.conv2.weight - torch.Size([128, 128, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.3.bn2.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.3.bn2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer2.3.conv3.weight - torch.Size([512, 128, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer2.3.bn3.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet backbone.layer2.3.bn3.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.conv1.weight - torch.Size([256, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.0.bn1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.bn1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.conv2.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.0.bn2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.bn2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.conv3.weight - torch.Size([1024, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.0.bn3.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet backbone.layer3.0.bn3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.downsample.0.weight - torch.Size([1024, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.0.downsample.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.0.downsample.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.conv1.weight - torch.Size([256, 1024, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.1.bn1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.bn1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.conv2.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.1.bn2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.bn2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.1.conv3.weight - torch.Size([1024, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.1.bn3.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet backbone.layer3.1.bn3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.conv1.weight - torch.Size([256, 1024, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.2.bn1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.bn1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.conv2.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.2.bn2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.bn2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.2.conv3.weight - torch.Size([1024, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.2.bn3.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet backbone.layer3.2.bn3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.3.conv1.weight - torch.Size([256, 1024, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.3.bn1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.3.bn1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.3.conv2.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.3.bn2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.3.bn2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.3.conv3.weight - torch.Size([1024, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.3.bn3.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet backbone.layer3.3.bn3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.4.conv1.weight - torch.Size([256, 1024, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.4.bn1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.4.bn1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.4.conv2.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.4.bn2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.4.bn2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.4.conv3.weight - torch.Size([1024, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.4.bn3.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet backbone.layer3.4.bn3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.5.conv1.weight - torch.Size([256, 1024, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.5.bn1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.5.bn1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.5.conv2.weight - torch.Size([256, 256, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.5.bn2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.5.bn2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer3.5.conv3.weight - torch.Size([1024, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer3.5.bn3.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet backbone.layer3.5.bn3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.conv1.weight - torch.Size([512, 1024, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.0.bn1.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.bn1.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.conv2.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.0.bn2.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.bn2.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.conv3.weight - torch.Size([2048, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.0.bn3.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet backbone.layer4.0.bn3.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.downsample.0.weight - torch.Size([2048, 1024, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.0.downsample.1.weight - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.0.downsample.1.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.conv1.weight - torch.Size([512, 2048, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.1.bn1.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.bn1.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.conv2.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.1.bn2.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.bn2.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.1.conv3.weight - torch.Size([2048, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.1.bn3.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet backbone.layer4.1.bn3.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.conv1.weight - torch.Size([512, 2048, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.2.bn1.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.bn1.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.conv2.weight - torch.Size([512, 512, 3, 3]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.2.bn2.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.bn2.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.layer4.2.conv3.weight - torch.Size([2048, 512, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 backbone.layer4.2.bn3.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet backbone.layer4.2.bn3.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 2022-11-02 06:27:41,235 - mmcls - INFO - Start running, host: root@ubuntu, work_dir: /data_lvm/bei/openmmlab-dev-1/mmclassification/work_dirs/resnet50_8xb32_in1k 2022-11-02 06:27:41,236 - mmcls - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) StepLrUpdaterHook (ABOVE_NORMAL) Fp16OptimizerHook (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) StepLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook -------------------- after_train_iter: (ABOVE_NORMAL) Fp16OptimizerHook (NORMAL ) CheckpointHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook -------------------- 2022-11-02 06:27:41,236 - mmcls - INFO - workflow: [('train', 1)], max: 100 epochs 2022-11-02 06:27:41,237 - mmcls - INFO - Checkpoints will be saved to /data_lvm/bei/openmmlab-dev-1/mmclassification/work_dirs/resnet50_8xb32_in1k by HardDiskBackend. 2022-11-02 06:30:48,102 - mmcls - INFO - Epoch [1][100/5005] lr: 1.000e-01, eta: 10 days, 19:44:08, time: 1.869, data_time: 0.028, loss: 6.8854 2022-11-02 06:31:01,639 - mmcls - INFO - Epoch [1][200/5005] lr: 1.000e-01, eta: 5 days, 19:14:47, time: 0.135, data_time: 0.000, loss: 6.5843 2022-11-02 06:31:15,152 - mmcls - INFO - Epoch [1][300/5005] lr: 1.000e-01, eta: 4 days, 3:04:10, time: 0.135, data_time: 0.000, loss: 6.4423 2022-11-02 06:31:28,739 - mmcls - INFO - Epoch [1][400/5005] lr: 1.000e-01, eta: 3 days, 7:00:20, time: 0.136, data_time: 0.000, loss: 6.3356 2022-11-02 06:31:42,326 - mmcls - INFO - Epoch [1][500/5005] lr: 1.000e-01, eta: 2 days, 18:57:55, time: 0.136, data_time: 0.000, loss: 6.2200 2022-11-02 06:31:56,260 - mmcls - INFO - Epoch [1][600/5005] lr: 1.000e-01, eta: 2 days, 11:01:03, time: 0.139, data_time: 0.002, loss: 6.1382 2022-11-02 06:32:09,929 - mmcls - INFO - Epoch [1][700/5005] lr: 1.000e-01, eta: 2 days, 5:17:13, time: 0.137, data_time: 0.000, loss: 6.0601 2022-11-02 06:32:23,780 - mmcls - INFO - Epoch [1][800/5005] lr: 1.000e-01, eta: 2 days, 1:01:11, time: 0.138, data_time: 0.000, loss: 5.9858 2022-11-02 06:32:37,613 - mmcls - INFO - Epoch [1][900/5005] lr: 1.000e-01, eta: 1 day, 21:41:50, time: 0.138, data_time: 0.000, loss: 5.9124 2022-11-02 06:32:51,470 - mmcls - INFO - Epoch [1][1000/5005] lr: 1.000e-01, eta: 1 day, 19:02:30, time: 0.139, data_time: 0.000, loss: 5.8401 2022-11-02 06:33:04,975 - mmcls - INFO - Epoch [1][1100/5005] lr: 1.000e-01, eta: 1 day, 16:49:26, time: 0.135, data_time: 0.000, loss: 5.7712 2022-11-02 06:33:18,610 - mmcls - INFO - Epoch [1][1200/5005] lr: 1.000e-01, eta: 1 day, 14:59:25, time: 0.136, data_time: 0.000, loss: 5.7189 2022-11-02 06:33:32,483 - mmcls - INFO - Epoch [1][1300/5005] lr: 1.000e-01, eta: 1 day, 13:27:48, time: 0.139, data_time: 0.000, loss: 5.6637 2022-11-02 06:33:45,977 - mmcls - INFO - Epoch [1][1400/5005] lr: 1.000e-01, eta: 1 day, 12:06:59, time: 0.135, data_time: 0.000, loss: 5.5954 2022-11-02 06:33:59,609 - mmcls - INFO - Epoch [1][1500/5005] lr: 1.000e-01, eta: 1 day, 10:57:41, time: 0.136, data_time: 0.000, loss: 5.5480 2022-11-02 06:34:13,350 - mmcls - INFO - Epoch [1][1600/5005] lr: 1.000e-01, eta: 1 day, 9:57:36, time: 0.137, data_time: 0.000, loss: 5.4961 2022-11-02 06:34:27,033 - mmcls - INFO - Epoch [1][1700/5005] lr: 1.000e-01, eta: 1 day, 9:04:15, time: 0.137, data_time: 0.000, loss: 5.4529 2022-11-02 06:34:40,679 - mmcls - INFO - Epoch [1][1800/5005] lr: 1.000e-01, eta: 1 day, 8:16:39, time: 0.136, data_time: 0.000, loss: 5.4268 2022-11-02 06:34:54,299 - mmcls - INFO - Epoch [1][1900/5005] lr: 1.000e-01, eta: 1 day, 7:33:55, time: 0.136, data_time: 0.000, loss: 5.3546 2022-11-02 06:35:08,474 - mmcls - INFO - Epoch [1][2000/5005] lr: 1.000e-01, eta: 1 day, 6:57:44, time: 0.142, data_time: 0.000, loss: 5.3008 2022-11-02 06:35:22,132 - mmcls - INFO - Epoch [1][2100/5005] lr: 1.000e-01, eta: 1 day, 6:22:56, time: 0.137, data_time: 0.000, loss: 5.2593 2022-11-02 06:35:35,878 - mmcls - INFO - Epoch [1][2200/5005] lr: 1.000e-01, eta: 1 day, 5:51:36, time: 0.137, data_time: 0.000, loss: 5.2164 2022-11-02 06:35:49,415 - mmcls - INFO - Epoch [1][2300/5005] lr: 1.000e-01, eta: 1 day, 5:22:14, time: 0.135, data_time: 0.000, loss: 5.1807 2022-11-02 06:36:03,132 - mmcls - INFO - Epoch [1][2400/5005] lr: 1.000e-01, eta: 1 day, 4:55:55, time: 0.137, data_time: 0.000, loss: 5.1150 2022-11-02 06:36:16,814 - mmcls - INFO - Epoch [1][2500/5005] lr: 1.000e-01, eta: 1 day, 4:31:34, time: 0.137, data_time: 0.000, loss: 5.0628 2022-11-02 06:36:30,385 - mmcls - INFO - Epoch [1][2600/5005] lr: 1.000e-01, eta: 1 day, 4:08:42, time: 0.136, data_time: 0.000, loss: 5.0298 2022-11-02 06:36:44,046 - mmcls - INFO - Epoch [1][2700/5005] lr: 1.000e-01, eta: 1 day, 3:47:49, time: 0.137, data_time: 0.000, loss: 4.9947 2022-11-02 06:36:57,548 - mmcls - INFO - Epoch [1][2800/5005] lr: 1.000e-01, eta: 1 day, 3:27:55, time: 0.135, data_time: 0.000, loss: 4.9380 2022-11-02 06:37:11,098 - mmcls - INFO - Epoch [1][2900/5005] lr: 1.000e-01, eta: 1 day, 3:09:31, time: 0.135, data_time: 0.000, loss: 4.9150 2022-11-02 06:37:24,726 - mmcls - INFO - Epoch [1][3000/5005] lr: 1.000e-01, eta: 1 day, 2:52:33, time: 0.136, data_time: 0.000, loss: 4.8754 2022-11-02 06:37:38,389 - mmcls - INFO - Epoch [1][3100/5005] lr: 1.000e-01, eta: 1 day, 2:36:45, time: 0.137, data_time: 0.000, loss: 4.8070 2022-11-02 06:37:52,050 - mmcls - INFO - Epoch [1][3200/5005] lr: 1.000e-01, eta: 1 day, 2:21:55, time: 0.137, data_time: 0.000, loss: 4.7839 2022-11-02 06:38:05,741 - mmcls - INFO - Epoch [1][3300/5005] lr: 1.000e-01, eta: 1 day, 2:08:03, time: 0.137, data_time: 0.000, loss: 4.7472 2022-11-02 06:38:19,347 - mmcls - INFO - Epoch [1][3400/5005] lr: 1.000e-01, eta: 1 day, 1:54:47, time: 0.136, data_time: 0.000, loss: 4.7344 2022-11-02 06:38:32,796 - mmcls - INFO - Epoch [1][3500/5005] lr: 1.000e-01, eta: 1 day, 1:41:53, time: 0.134, data_time: 0.000, loss: 4.6723 2022-11-02 06:38:46,303 - mmcls - INFO - Epoch [1][3600/5005] lr: 1.000e-01, eta: 1 day, 1:29:49, time: 0.135, data_time: 0.000, loss: 4.6498 2022-11-02 06:38:59,728 - mmcls - INFO - Epoch [1][3700/5005] lr: 1.000e-01, eta: 1 day, 1:18:13, time: 0.134, data_time: 0.000, loss: 4.6167 2022-11-02 06:39:13,212 - mmcls - INFO - Epoch [1][3800/5005] lr: 1.000e-01, eta: 1 day, 1:07:20, time: 0.135, data_time: 0.000, loss: 4.5890 2022-11-02 06:39:26,537 - mmcls - INFO - Epoch [1][3900/5005] lr: 1.000e-01, eta: 1 day, 0:56:40, time: 0.133, data_time: 0.000, loss: 4.5422 2022-11-02 06:39:39,957 - mmcls - INFO - Epoch [1][4000/5005] lr: 1.000e-01, eta: 1 day, 0:46:43, time: 0.134, data_time: 0.000, loss: 4.5304 2022-11-02 06:39:53,499 - mmcls - INFO - Epoch [1][4100/5005] lr: 1.000e-01, eta: 1 day, 0:37:29, time: 0.135, data_time: 0.000, loss: 4.4908 2022-11-02 06:40:07,000 - mmcls - INFO - Epoch [1][4200/5005] lr: 1.000e-01, eta: 1 day, 0:28:36, time: 0.135, data_time: 0.000, loss: 4.4710 2022-11-02 06:40:20,528 - mmcls - INFO - Epoch [1][4300/5005] lr: 1.000e-01, eta: 1 day, 0:20:10, time: 0.135, data_time: 0.000, loss: 4.4181 2022-11-02 06:40:34,244 - mmcls - INFO - Epoch [1][4400/5005] lr: 1.000e-01, eta: 1 day, 0:12:28, time: 0.137, data_time: 0.000, loss: 4.3890 2022-11-02 06:40:47,698 - mmcls - INFO - Epoch [1][4500/5005] lr: 1.000e-01, eta: 1 day, 0:04:37, time: 0.135, data_time: 0.000, loss: 4.3919 2022-11-02 06:41:01,293 - mmcls - INFO - Epoch [1][4600/5005] lr: 1.000e-01, eta: 23:57:21, time: 0.136, data_time: 0.000, loss: 4.3139 2022-11-02 06:41:14,875 - mmcls - INFO - Epoch [1][4700/5005] lr: 1.000e-01, eta: 23:50:22, time: 0.136, data_time: 0.000, loss: 4.3201 2022-11-02 06:41:28,483 - mmcls - INFO - Epoch [1][4800/5005] lr: 1.000e-01, eta: 23:43:42, time: 0.136, data_time: 0.000, loss: 4.3066 2022-11-02 06:41:41,918 - mmcls - INFO - Epoch [1][4900/5005] lr: 1.000e-01, eta: 23:37:01, time: 0.134, data_time: 0.000, loss: 4.3110 2022-11-02 06:41:55,380 - mmcls - INFO - Epoch [1][5000/5005] lr: 1.000e-01, eta: 23:30:38, time: 0.135, data_time: 0.000, loss: 4.2437 2022-11-02 06:44:09,232 - mmcls - INFO - Saving checkpoint at 1 epochs 2022-11-02 06:45:35,088 - mmcls - INFO - Epoch(val) [1][196] accuracy_top-1: 15.5940, accuracy_top-5: 35.7380 2022-11-02 06:45:50,921 - mmcls - INFO - Epoch [2][100/5005] lr: 1.000e-01, eta: 23:26:55, time: 0.158, data_time: 0.024, loss: 4.2139 2022-11-02 06:46:04,229 - mmcls - INFO - Epoch [2][200/5005] lr: 1.000e-01, eta: 23:20:43, time: 0.133, data_time: 0.000, loss: 4.1662 2022-11-02 06:46:17,827 - mmcls - INFO - Epoch [2][300/5005] lr: 1.000e-01, eta: 23:15:11, time: 0.136, data_time: 0.000, loss: 4.1862 2022-11-02 06:46:31,369 - mmcls - INFO - Epoch [2][400/5005] lr: 1.000e-01, eta: 23:09:46, time: 0.135, data_time: 0.000, loss: 4.1200 2022-11-02 06:46:45,095 - mmcls - INFO - Epoch [2][500/5005] lr: 1.000e-01, eta: 23:04:49, time: 0.137, data_time: 0.000, loss: 4.1012 2022-11-02 06:46:58,816 - mmcls - INFO - Epoch [2][600/5005] lr: 1.000e-01, eta: 23:00:01, time: 0.137, data_time: 0.000, loss: 4.0922 2022-11-02 06:47:12,445 - mmcls - INFO - Epoch [2][700/5005] lr: 1.000e-01, eta: 22:55:15, time: 0.136, data_time: 0.000, loss: 4.0652 2022-11-02 06:47:26,188 - mmcls - INFO - Epoch [2][800/5005] lr: 1.000e-01, eta: 22:50:49, time: 0.137, data_time: 0.000, loss: 4.0767 2022-11-02 06:47:39,829 - mmcls - INFO - Epoch [2][900/5005] lr: 1.000e-01, eta: 22:46:22, time: 0.136, data_time: 0.000, loss: 4.0523 2022-11-02 06:47:53,825 - mmcls - INFO - Epoch [2][1000/5005] lr: 1.000e-01, eta: 22:42:33, time: 0.140, data_time: 0.000, loss: 4.0383 2022-11-02 06:48:07,528 - mmcls - INFO - Epoch [2][1100/5005] lr: 1.000e-01, eta: 22:38:27, time: 0.137, data_time: 0.000, loss: 4.0007 2022-11-02 06:48:21,160 - mmcls - INFO - Epoch [2][1200/5005] lr: 1.000e-01, eta: 22:34:23, time: 0.136, data_time: 0.000, loss: 3.9793 2022-11-02 06:48:34,867 - mmcls - INFO - Epoch [2][1300/5005] lr: 1.000e-01, eta: 22:30:32, time: 0.137, data_time: 0.000, loss: 3.9441 2022-11-02 06:48:48,423 - mmcls - INFO - Epoch [2][1400/5005] lr: 1.000e-01, eta: 22:26:37, time: 0.136, data_time: 0.000, loss: 3.9281 2022-11-02 06:49:02,159 - mmcls - INFO - Epoch [2][1500/5005] lr: 1.000e-01, eta: 22:23:02, time: 0.137, data_time: 0.000, loss: 3.9322 2022-11-02 06:49:15,859 - mmcls - INFO - Epoch [2][1600/5005] lr: 1.000e-01, eta: 22:19:30, time: 0.137, data_time: 0.000, loss: 3.8864 2022-11-02 06:49:29,504 - mmcls - INFO - Epoch [2][1700/5005] lr: 1.000e-01, eta: 22:16:00, time: 0.136, data_time: 0.000, loss: 3.8810 2022-11-02 06:49:43,197 - mmcls - INFO - Epoch [2][1800/5005] lr: 1.000e-01, eta: 22:12:39, time: 0.137, data_time: 0.000, loss: 3.8609 2022-11-02 06:49:56,926 - mmcls - INFO - Epoch [2][1900/5005] lr: 1.000e-01, eta: 22:09:27, time: 0.137, data_time: 0.000, loss: 3.8844 2022-11-02 06:50:10,579 - mmcls - INFO - Epoch [2][2000/5005] lr: 1.000e-01, eta: 22:06:14, time: 0.137, data_time: 0.000, loss: 3.8353 2022-11-02 06:50:24,259 - mmcls - INFO - Epoch [2][2100/5005] lr: 1.000e-01, eta: 22:03:08, time: 0.137, data_time: 0.000, loss: 3.8027 2022-11-02 06:50:37,869 - mmcls - INFO - Epoch [2][2200/5005] lr: 1.000e-01, eta: 22:00:02, time: 0.136, data_time: 0.001, loss: 3.7744 2022-11-02 06:50:51,425 - mmcls - INFO - Epoch [2][2300/5005] lr: 1.000e-01, eta: 21:56:57, time: 0.136, data_time: 0.000, loss: 3.7696 2022-11-02 06:51:05,165 - mmcls - INFO - Epoch [2][2400/5005] lr: 1.000e-01, eta: 21:54:09, time: 0.137, data_time: 0.000, loss: 3.7695 2022-11-02 06:51:18,798 - mmcls - INFO - Epoch [2][2500/5005] lr: 1.000e-01, eta: 21:51:18, time: 0.136, data_time: 0.000, loss: 3.7408 2022-11-02 06:51:32,501 - mmcls - INFO - Epoch [2][2600/5005] lr: 1.000e-01, eta: 21:48:36, time: 0.137, data_time: 0.000, loss: 3.7368 2022-11-02 06:51:46,233 - mmcls - INFO - Epoch [2][2700/5005] lr: 1.000e-01, eta: 21:45:59, time: 0.137, data_time: 0.000, loss: 3.7125 2022-11-02 06:52:00,054 - mmcls - INFO - Epoch [2][2800/5005] lr: 1.000e-01, eta: 21:43:32, time: 0.138, data_time: 0.000, loss: 3.7130 2022-11-02 06:52:13,699 - mmcls - INFO - Epoch [2][2900/5005] lr: 1.000e-01, eta: 21:40:57, time: 0.136, data_time: 0.000, loss: 3.6560 2022-11-02 06:52:27,491 - mmcls - INFO - Epoch [2][3000/5005] lr: 1.000e-01, eta: 21:38:35, time: 0.138, data_time: 0.000, loss: 3.6771 2022-11-02 06:52:41,382 - mmcls - INFO - Epoch [2][3100/5005] lr: 1.000e-01, eta: 21:36:22, time: 0.139, data_time: 0.000, loss: 3.6479 2022-11-02 06:52:55,014 - mmcls - INFO - Epoch [2][3200/5005] lr: 1.000e-01, eta: 21:33:56, time: 0.136, data_time: 0.000, loss: 3.6336 2022-11-02 06:53:08,697 - mmcls - INFO - Epoch [2][3300/5005] lr: 1.000e-01, eta: 21:31:36, time: 0.137, data_time: 0.000, loss: 3.6055 2022-11-02 06:53:22,337 - mmcls - INFO - Epoch [2][3400/5005] lr: 1.000e-01, eta: 21:29:17, time: 0.136, data_time: 0.000, loss: 3.6241 2022-11-02 06:53:36,187 - mmcls - INFO - Epoch [2][3500/5005] lr: 1.000e-01, eta: 21:27:13, time: 0.138, data_time: 0.000, loss: 3.6310 2022-11-02 06:53:49,760 - mmcls - INFO - Epoch [2][3600/5005] lr: 1.000e-01, eta: 21:24:56, time: 0.136, data_time: 0.000, loss: 3.5793 2022-11-02 06:54:03,327 - mmcls - INFO - Epoch [2][3700/5005] lr: 1.000e-01, eta: 21:22:41, time: 0.136, data_time: 0.000, loss: 3.5993 2022-11-02 06:54:17,035 - mmcls - INFO - Epoch [2][3800/5005] lr: 1.000e-01, eta: 21:20:37, time: 0.137, data_time: 0.000, loss: 3.5794 2022-11-02 06:54:30,826 - mmcls - INFO - Epoch [2][3900/5005] lr: 1.000e-01, eta: 21:18:40, time: 0.138, data_time: 0.000, loss: 3.5394 2022-11-02 06:54:44,524 - mmcls - INFO - Epoch [2][4000/5005] lr: 1.000e-01, eta: 21:16:40, time: 0.137, data_time: 0.000, loss: 3.5205 2022-11-02 06:54:58,192 - mmcls - INFO - Epoch [2][4100/5005] lr: 1.000e-01, eta: 21:14:41, time: 0.137, data_time: 0.000, loss: 3.5374 2022-11-02 06:55:11,902 - mmcls - INFO - Epoch [2][4200/5005] lr: 1.000e-01, eta: 21:12:47, time: 0.137, data_time: 0.000, loss: 3.4934 2022-11-02 06:55:25,510 - mmcls - INFO - Epoch [2][4300/5005] lr: 1.000e-01, eta: 21:10:49, time: 0.136, data_time: 0.000, loss: 3.5153 2022-11-02 06:55:39,111 - mmcls - INFO - Epoch [2][4400/5005] lr: 1.000e-01, eta: 21:08:53, time: 0.136, data_time: 0.000, loss: 3.4961 2022-11-02 06:55:52,923 - mmcls - INFO - Epoch [2][4500/5005] lr: 1.000e-01, eta: 21:07:10, time: 0.138, data_time: 0.000, loss: 3.5013 2022-11-02 06:56:06,599 - mmcls - INFO - Epoch [2][4600/5005] lr: 1.000e-01, eta: 21:05:22, time: 0.137, data_time: 0.000, loss: 3.4573 2022-11-02 06:56:20,346 - mmcls - INFO - Epoch [2][4700/5005] lr: 1.000e-01, eta: 21:03:39, time: 0.137, data_time: 0.000, loss: 3.4489 2022-11-02 06:56:34,008 - mmcls - INFO - Epoch [2][4800/5005] lr: 1.000e-01, eta: 21:01:55, time: 0.137, data_time: 0.000, loss: 3.4390 2022-11-02 06:56:47,805 - mmcls - INFO - Epoch [2][4900/5005] lr: 1.000e-01, eta: 21:00:18, time: 0.138, data_time: 0.000, loss: 3.4300 2022-11-02 06:57:01,565 - mmcls - INFO - Epoch [2][5000/5005] lr: 1.000e-01, eta: 20:58:42, time: 0.138, data_time: 0.000, loss: 3.4227 2022-11-02 06:57:02,233 - mmcls - INFO - Saving checkpoint at 2 epochs 2022-11-02 06:57:25,566 - mmcls - INFO - Epoch(val) [2][196] accuracy_top-1: 30.5180, accuracy_top-5: 55.7920 2022-11-02 06:57:41,180 - mmcls - INFO - Epoch [3][100/5005] lr: 1.000e-01, eta: 20:57:59, time: 0.156, data_time: 0.024, loss: 3.3921 2022-11-02 06:57:54,737 - mmcls - INFO - Epoch [3][200/5005] lr: 1.000e-01, eta: 20:56:15, time: 0.136, data_time: 0.000, loss: 3.3505 2022-11-02 06:58:08,219 - mmcls - INFO - Epoch [3][300/5005] lr: 1.000e-01, eta: 20:54:30, time: 0.135, data_time: 0.000, loss: 3.3470 2022-11-02 06:58:21,813 - mmcls - INFO - Epoch [3][400/5005] lr: 1.000e-01, eta: 20:52:51, time: 0.136, data_time: 0.000, loss: 3.3499 2022-11-02 06:58:35,537 - mmcls - INFO - Epoch [3][500/5005] lr: 1.000e-01, eta: 20:51:20, time: 0.137, data_time: 0.000, loss: 3.3462 2022-11-02 06:58:49,174 - mmcls - INFO - Epoch [3][600/5005] lr: 1.000e-01, eta: 20:49:47, time: 0.136, data_time: 0.000, loss: 3.3317 2022-11-02 06:59:02,901 - mmcls - INFO - Epoch [3][700/5005] lr: 1.000e-01, eta: 20:48:20, time: 0.137, data_time: 0.000, loss: 3.3182 2022-11-02 06:59:16,739 - mmcls - INFO - Epoch [3][800/5005] lr: 1.000e-01, eta: 20:46:58, time: 0.138, data_time: 0.000, loss: 3.3136 2022-11-02 06:59:30,528 - mmcls - INFO - Epoch [3][900/5005] lr: 1.000e-01, eta: 20:45:36, time: 0.138, data_time: 0.000, loss: 3.2987 2022-11-02 06:59:44,218 - mmcls - INFO - Epoch [3][1000/5005] lr: 1.000e-01, eta: 20:44:11, time: 0.137, data_time: 0.000, loss: 3.3271 2022-11-02 06:59:57,802 - mmcls - INFO - Epoch [3][1100/5005] lr: 1.000e-01, eta: 20:42:42, time: 0.136, data_time: 0.000, loss: 3.2757 2022-11-02 07:00:11,704 - mmcls - INFO - Epoch [3][1200/5005] lr: 1.000e-01, eta: 20:41:29, time: 0.139, data_time: 0.000, loss: 3.2648 2022-11-02 07:00:25,402 - mmcls - INFO - Epoch [3][1300/5005] lr: 1.000e-01, eta: 20:40:07, time: 0.137, data_time: 0.000, loss: 3.3091 2022-11-02 07:00:39,189 - mmcls - INFO - Epoch [3][1400/5005] lr: 1.000e-01, eta: 20:38:51, time: 0.138, data_time: 0.000, loss: 3.2557 2022-11-02 07:00:52,784 - mmcls - INFO - Epoch [3][1500/5005] lr: 1.000e-01, eta: 20:37:28, time: 0.136, data_time: 0.000, loss: 3.2552 2022-11-02 07:01:06,585 - mmcls - INFO - Epoch [3][1600/5005] lr: 1.000e-01, eta: 20:36:14, time: 0.138, data_time: 0.000, loss: 3.2402 2022-11-02 07:01:20,259 - mmcls - INFO - Epoch [3][1700/5005] lr: 1.000e-01, eta: 20:34:56, time: 0.137, data_time: 0.000, loss: 3.2326 2022-11-02 07:01:33,995 - mmcls - INFO - Epoch [3][1800/5005] lr: 1.000e-01, eta: 20:33:42, time: 0.137, data_time: 0.000, loss: 3.2472 2022-11-02 07:01:47,711 - mmcls - INFO - Epoch [3][1900/5005] lr: 1.000e-01, eta: 20:32:28, time: 0.137, data_time: 0.000, loss: 3.2210 2022-11-02 07:02:01,408 - mmcls - INFO - Epoch [3][2000/5005] lr: 1.000e-01, eta: 20:31:15, time: 0.137, data_time: 0.000, loss: 3.2329 2022-11-02 07:02:15,063 - mmcls - INFO - Epoch [3][2100/5005] lr: 1.000e-01, eta: 20:30:00, time: 0.137, data_time: 0.000, loss: 3.2312 2022-11-02 07:02:28,740 - mmcls - INFO - Epoch [3][2200/5005] lr: 1.000e-01, eta: 20:28:48, time: 0.137, data_time: 0.000, loss: 3.1958 2022-11-02 07:02:42,443 - mmcls - INFO - Epoch [3][2300/5005] lr: 1.000e-01, eta: 20:27:37, time: 0.137, data_time: 0.000, loss: 3.2063 2022-11-02 07:02:56,343 - mmcls - INFO - Epoch [3][2400/5005] lr: 1.000e-01, eta: 20:26:35, time: 0.139, data_time: 0.000, loss: 3.1671 2022-11-02 07:03:10,007 - mmcls - INFO - Epoch [3][2500/5005] lr: 1.000e-01, eta: 20:25:25, time: 0.137, data_time: 0.000, loss: 3.1918 2022-11-02 07:03:23,618 - mmcls - INFO - Epoch [3][2600/5005] lr: 1.000e-01, eta: 20:24:14, time: 0.136, data_time: 0.000, loss: 3.1785 2022-11-02 07:03:37,344 - mmcls - INFO - Epoch [3][2700/5005] lr: 1.000e-01, eta: 20:23:08, time: 0.137, data_time: 0.000, loss: 3.1846 2022-11-02 07:03:51,163 - mmcls - INFO - Epoch [3][2800/5005] lr: 1.000e-01, eta: 20:22:06, time: 0.138, data_time: 0.000, loss: 3.1658 2022-11-02 07:04:04,859 - mmcls - INFO - Epoch [3][2900/5005] lr: 1.000e-01, eta: 20:21:00, time: 0.137, data_time: 0.000, loss: 3.1605 2022-11-02 07:04:18,445 - mmcls - INFO - Epoch [3][3000/5005] lr: 1.000e-01, eta: 20:19:51, time: 0.136, data_time: 0.001, loss: 3.1543 2022-11-02 07:04:32,169 - mmcls - INFO - Epoch [3][3100/5005] lr: 1.000e-01, eta: 20:18:48, time: 0.137, data_time: 0.000, loss: 3.1236 2022-11-02 07:04:45,833 - mmcls - INFO - Epoch [3][3200/5005] lr: 1.000e-01, eta: 20:17:44, time: 0.137, data_time: 0.000, loss: 3.0938 2022-11-02 07:04:59,465 - mmcls - INFO - Epoch [3][3300/5005] lr: 1.000e-01, eta: 20:16:39, time: 0.136, data_time: 0.000, loss: 3.1058 2022-11-02 07:05:13,035 - mmcls - INFO - Epoch [3][3400/5005] lr: 1.000e-01, eta: 20:15:32, time: 0.136, data_time: 0.000, loss: 3.1036 2022-11-02 07:05:26,669 - mmcls - INFO - Epoch [3][3500/5005] lr: 1.000e-01, eta: 20:14:29, time: 0.136, data_time: 0.000, loss: 3.1231 2022-11-02 07:05:40,316 - mmcls - INFO - Epoch [3][3600/5005] lr: 1.000e-01, eta: 20:13:27, time: 0.136, data_time: 0.000, loss: 3.0958 2022-11-02 07:05:53,947 - mmcls - INFO - Epoch [3][3700/5005] lr: 1.000e-01, eta: 20:12:25, time: 0.136, data_time: 0.000, loss: 3.1196 2022-11-02 07:06:07,616 - mmcls - INFO - Epoch [3][3800/5005] lr: 1.000e-01, eta: 20:11:25, time: 0.137, data_time: 0.000, loss: 3.0788 2022-11-02 07:06:21,388 - mmcls - INFO - Epoch [3][3900/5005] lr: 1.000e-01, eta: 20:10:30, time: 0.138, data_time: 0.000, loss: 3.0757 2022-11-02 07:06:34,987 - mmcls - INFO - Epoch [3][4000/5005] lr: 1.000e-01, eta: 20:09:28, time: 0.136, data_time: 0.000, loss: 3.0740 2022-11-02 07:06:48,693 - mmcls - INFO - Epoch [3][4100/5005] lr: 1.000e-01, eta: 20:08:32, time: 0.137, data_time: 0.000, loss: 3.0651 2022-11-02 07:07:02,445 - mmcls - INFO - Epoch [3][4200/5005] lr: 1.000e-01, eta: 20:07:37, time: 0.138, data_time: 0.000, loss: 3.0528 2022-11-02 07:07:16,079 - mmcls - INFO - Epoch [3][4300/5005] lr: 1.000e-01, eta: 20:06:39, time: 0.136, data_time: 0.000, loss: 3.0815 2022-11-02 07:07:29,769 - mmcls - INFO - Epoch [3][4400/5005] lr: 1.000e-01, eta: 20:05:44, time: 0.137, data_time: 0.000, loss: 3.0555 2022-11-02 07:07:43,415 - mmcls - INFO - Epoch [3][4500/5005] lr: 1.000e-01, eta: 20:04:47, time: 0.136, data_time: 0.000, loss: 3.0658 2022-11-02 07:07:57,136 - mmcls - INFO - Epoch [3][4600/5005] lr: 1.000e-01, eta: 20:03:54, time: 0.137, data_time: 0.000, loss: 3.0502 2022-11-02 07:08:10,846 - mmcls - INFO - Epoch [3][4700/5005] lr: 1.000e-01, eta: 20:03:01, time: 0.137, data_time: 0.000, loss: 3.0344 2022-11-02 07:08:24,459 - mmcls - INFO - Epoch [3][4800/5005] lr: 1.000e-01, eta: 20:02:05, time: 0.136, data_time: 0.000, loss: 3.0100 2022-11-02 07:08:38,199 - mmcls - INFO - Epoch [3][4900/5005] lr: 1.000e-01, eta: 20:01:14, time: 0.137, data_time: 0.000, loss: 3.0303 2022-11-02 07:08:51,928 - mmcls - INFO - Epoch [3][5000/5005] lr: 1.000e-01, eta: 20:00:23, time: 0.137, data_time: 0.000, loss: 3.0642 2022-11-02 07:08:52,576 - mmcls - INFO - Saving checkpoint at 3 epochs 2022-11-02 07:09:16,187 - mmcls - INFO - Epoch(val) [3][196] accuracy_top-1: 38.6880, accuracy_top-5: 65.6640 2022-11-02 07:09:31,974 - mmcls - INFO - Epoch [4][100/5005] lr: 1.000e-01, eta: 20:00:15, time: 0.158, data_time: 0.024, loss: 2.9743 2022-11-02 07:09:45,377 - mmcls - INFO - Epoch [4][200/5005] lr: 1.000e-01, eta: 19:59:14, time: 0.134, data_time: 0.000, loss: 2.9889 2022-11-02 07:09:58,933 - mmcls - INFO - Epoch [4][300/5005] lr: 1.000e-01, eta: 19:58:19, time: 0.136, data_time: 0.000, loss: 2.9720 2022-11-02 07:10:12,439 - mmcls - INFO - Epoch [4][400/5005] lr: 1.000e-01, eta: 19:57:23, time: 0.135, data_time: 0.000, loss: 2.9621 2022-11-02 07:10:25,981 - mmcls - INFO - Epoch [4][500/5005] lr: 1.000e-01, eta: 19:56:28, time: 0.135, data_time: 0.000, loss: 2.9740 2022-11-02 07:10:39,665 - mmcls - INFO - Epoch [4][600/5005] lr: 1.000e-01, eta: 19:55:38, time: 0.137, data_time: 0.000, loss: 2.9430 2022-11-02 07:10:53,299 - mmcls - INFO - Epoch [4][700/5005] lr: 1.000e-01, eta: 19:54:48, time: 0.136, data_time: 0.000, loss: 2.9478 2022-11-02 07:11:07,029 - mmcls - INFO - Epoch [4][800/5005] lr: 1.000e-01, eta: 19:54:01, time: 0.137, data_time: 0.000, loss: 2.9482 2022-11-02 07:11:20,879 - mmcls - INFO - Epoch [4][900/5005] lr: 1.000e-01, eta: 19:53:17, time: 0.138, data_time: 0.000, loss: 2.9577 2022-11-02 07:11:34,649 - mmcls - INFO - Epoch [4][1000/5005] lr: 1.000e-01, eta: 19:52:32, time: 0.138, data_time: 0.000, loss: 2.9375 2022-11-02 07:11:48,321 - mmcls - INFO - Epoch [4][1100/5005] lr: 1.000e-01, eta: 19:51:44, time: 0.137, data_time: 0.000, loss: 2.9296 2022-11-02 07:12:02,092 - mmcls - INFO - Epoch [4][1200/5005] lr: 1.000e-01, eta: 19:51:00, time: 0.138, data_time: 0.000, loss: 2.9550 2022-11-02 07:12:15,882 - mmcls - INFO - Epoch [4][1300/5005] lr: 1.000e-01, eta: 19:50:17, time: 0.138, data_time: 0.000, loss: 2.9495 2022-11-02 07:12:29,563 - mmcls - INFO - Epoch [4][1400/5005] lr: 1.000e-01, eta: 19:49:30, time: 0.137, data_time: 0.000, loss: 2.8953 2022-11-02 07:12:43,185 - mmcls - INFO - Epoch [4][1500/5005] lr: 1.000e-01, eta: 19:48:43, time: 0.136, data_time: 0.000, loss: 2.9327 2022-11-02 07:12:57,035 - mmcls - INFO - Epoch [4][1600/5005] lr: 1.000e-01, eta: 19:48:02, time: 0.138, data_time: 0.000, loss: 2.9241 2022-11-02 07:13:10,750 - mmcls - INFO - Epoch [4][1700/5005] lr: 1.000e-01, eta: 19:47:18, time: 0.137, data_time: 0.000, loss: 2.9342 2022-11-02 07:13:24,561 - mmcls - INFO - Epoch [4][1800/5005] lr: 1.000e-01, eta: 19:46:37, time: 0.138, data_time: 0.000, loss: 2.9461 2022-11-02 07:13:38,328 - mmcls - INFO - Epoch [4][1900/5005] lr: 1.000e-01, eta: 19:45:55, time: 0.138, data_time: 0.000, loss: 2.9184 2022-11-02 07:13:51,967 - mmcls - INFO - Epoch [4][2000/5005] lr: 1.000e-01, eta: 19:45:09, time: 0.136, data_time: 0.000, loss: 2.9056 2022-11-02 07:14:05,908 - mmcls - INFO - Epoch [4][2100/5005] lr: 1.000e-01, eta: 19:44:33, time: 0.139, data_time: 0.000, loss: 2.8760 2022-11-02 07:14:19,655 - mmcls - INFO - Epoch [4][2200/5005] lr: 1.000e-01, eta: 19:43:51, time: 0.137, data_time: 0.000, loss: 2.8959 2022-11-02 07:14:33,425 - mmcls - INFO - Epoch [4][2300/5005] lr: 1.000e-01, eta: 19:43:11, time: 0.138, data_time: 0.000, loss: 2.8985 2022-11-02 07:14:47,155 - mmcls - INFO - Epoch [4][2400/5005] lr: 1.000e-01, eta: 19:42:29, time: 0.137, data_time: 0.000, loss: 2.9125 2022-11-02 07:15:00,880 - mmcls - INFO - Epoch [4][2500/5005] lr: 1.000e-01, eta: 19:41:48, time: 0.137, data_time: 0.000, loss: 2.8935 2022-11-02 07:15:14,456 - mmcls - INFO - Epoch [4][2600/5005] lr: 1.000e-01, eta: 19:41:03, time: 0.136, data_time: 0.000, loss: 2.8894 2022-11-02 07:15:28,215 - mmcls - INFO - Epoch [4][2700/5005] lr: 1.000e-01, eta: 19:40:23, time: 0.138, data_time: 0.000, loss: 2.8743 2022-11-02 07:15:41,853 - mmcls - INFO - Epoch [4][2800/5005] lr: 1.000e-01, eta: 19:39:41, time: 0.136, data_time: 0.000, loss: 2.8748 2022-11-02 07:15:55,718 - mmcls - INFO - Epoch [4][2900/5005] lr: 1.000e-01, eta: 19:39:05, time: 0.139, data_time: 0.000, loss: 2.8735 2022-11-02 07:16:09,324 - mmcls - INFO - Epoch [4][3000/5005] lr: 1.000e-01, eta: 19:38:22, time: 0.136, data_time: 0.000, loss: 2.8744 2022-11-02 07:16:23,118 - mmcls - INFO - Epoch [4][3100/5005] lr: 1.000e-01, eta: 19:37:44, time: 0.138, data_time: 0.000, loss: 2.8786 2022-11-02 07:16:36,781 - mmcls - INFO - Epoch [4][3200/5005] lr: 1.000e-01, eta: 19:37:03, time: 0.137, data_time: 0.000, loss: 2.8886 2022-11-02 07:16:50,479 - mmcls - INFO - Epoch [4][3300/5005] lr: 1.000e-01, eta: 19:36:24, time: 0.137, data_time: 0.000, loss: 2.8653 2022-11-02 07:17:04,231 - mmcls - INFO - Epoch [4][3400/5005] lr: 1.000e-01, eta: 19:35:46, time: 0.138, data_time: 0.000, loss: 2.8337 2022-11-02 07:17:18,012 - mmcls - INFO - Epoch [4][3500/5005] lr: 1.000e-01, eta: 19:35:09, time: 0.138, data_time: 0.000, loss: 2.8546 2022-11-02 07:17:31,916 - mmcls - INFO - Epoch [4][3600/5005] lr: 1.000e-01, eta: 19:34:36, time: 0.139, data_time: 0.000, loss: 2.8408 2022-11-02 07:17:45,533 - mmcls - INFO - Epoch [4][3700/5005] lr: 1.000e-01, eta: 19:33:55, time: 0.136, data_time: 0.000, loss: 2.8544 2022-11-02 07:17:59,336 - mmcls - INFO - Epoch [4][3800/5005] lr: 1.000e-01, eta: 19:33:19, time: 0.138, data_time: 0.000, loss: 2.8496 2022-11-02 07:18:13,117 - mmcls - INFO - Epoch [4][3900/5005] lr: 1.000e-01, eta: 19:32:44, time: 0.138, data_time: 0.000, loss: 2.8199 2022-11-02 07:18:26,766 - mmcls - INFO - Epoch [4][4000/5005] lr: 1.000e-01, eta: 19:32:05, time: 0.136, data_time: 0.000, loss: 2.8038 2022-11-02 07:18:40,419 - mmcls - INFO - Epoch [4][4100/5005] lr: 1.000e-01, eta: 19:31:26, time: 0.137, data_time: 0.000, loss: 2.8123 2022-11-02 07:18:53,925 - mmcls - INFO - Epoch [4][4200/5005] lr: 1.000e-01, eta: 19:30:44, time: 0.135, data_time: 0.000, loss: 2.8236 2022-11-02 07:19:07,566 - mmcls - INFO - Epoch [4][4300/5005] lr: 1.000e-01, eta: 19:30:05, time: 0.136, data_time: 0.000, loss: 2.8261 2022-11-02 07:19:21,387 - mmcls - INFO - Epoch [4][4400/5005] lr: 1.000e-01, eta: 19:29:32, time: 0.138, data_time: 0.000, loss: 2.8424 2022-11-02 07:19:35,086 - mmcls - INFO - Epoch [4][4500/5005] lr: 1.000e-01, eta: 19:28:55, time: 0.137, data_time: 0.000, loss: 2.8156 2022-11-02 07:19:49,001 - mmcls - INFO - Epoch [4][4600/5005] lr: 1.000e-01, eta: 19:28:24, time: 0.139, data_time: 0.000, loss: 2.8246 2022-11-02 07:20:02,694 - mmcls - INFO - Epoch [4][4700/5005] lr: 1.000e-01, eta: 19:27:48, time: 0.137, data_time: 0.000, loss: 2.8065 2022-11-02 07:20:16,353 - mmcls - INFO - Epoch [4][4800/5005] lr: 1.000e-01, eta: 19:27:11, time: 0.137, data_time: 0.000, loss: 2.8104 2022-11-02 07:20:30,071 - mmcls - INFO - Epoch [4][4900/5005] lr: 1.000e-01, eta: 19:26:36, time: 0.137, data_time: 0.000, loss: 2.7938 2022-11-02 07:20:43,782 - mmcls - INFO - Epoch [4][5000/5005] lr: 1.000e-01, eta: 19:26:01, time: 0.137, data_time: 0.000, loss: 2.7943 2022-11-02 07:20:44,436 - mmcls - INFO - Saving checkpoint at 4 epochs 2022-11-02 07:21:07,661 - mmcls - INFO - Epoch(val) [4][196] accuracy_top-1: 43.4640, accuracy_top-5: 70.3940 2022-11-02 07:21:23,353 - mmcls - INFO - Epoch [5][100/5005] lr: 1.000e-01, eta: 19:25:55, time: 0.157, data_time: 0.024, loss: 2.7452 2022-11-02 07:21:36,818 - mmcls - INFO - Epoch [5][200/5005] lr: 1.000e-01, eta: 19:25:15, time: 0.135, data_time: 0.000, loss: 2.7587 2022-11-02 07:21:50,406 - mmcls - INFO - Epoch [5][300/5005] lr: 1.000e-01, eta: 19:24:37, time: 0.136, data_time: 0.000, loss: 2.7377 2022-11-02 07:22:03,952 - mmcls - INFO - Epoch [5][400/5005] lr: 1.000e-01, eta: 19:23:59, time: 0.135, data_time: 0.000, loss: 2.7510 2022-11-02 07:22:17,496 - mmcls - INFO - Epoch [5][500/5005] lr: 1.000e-01, eta: 19:23:21, time: 0.135, data_time: 0.000, loss: 2.7570 2022-11-02 07:22:31,116 - mmcls - INFO - Epoch [5][600/5005] lr: 1.000e-01, eta: 19:22:45, time: 0.136, data_time: 0.000, loss: 2.7490 2022-11-02 07:22:44,775 - mmcls - INFO - Epoch [5][700/5005] lr: 1.000e-01, eta: 19:22:10, time: 0.137, data_time: 0.000, loss: 2.7511 2022-11-02 07:22:58,449 - mmcls - INFO - Epoch [5][800/5005] lr: 1.000e-01, eta: 19:21:36, time: 0.137, data_time: 0.000, loss: 2.7468 2022-11-02 07:23:12,137 - mmcls - INFO - Epoch [5][900/5005] lr: 1.000e-01, eta: 19:21:02, time: 0.137, data_time: 0.000, loss: 2.7461 2022-11-02 07:23:25,872 - mmcls - INFO - Epoch [5][1000/5005] lr: 1.000e-01, eta: 19:20:29, time: 0.137, data_time: 0.000, loss: 2.7501 2022-11-02 07:23:39,678 - mmcls - INFO - Epoch [5][1100/5005] lr: 1.000e-01, eta: 19:19:58, time: 0.138, data_time: 0.000, loss: 2.7562 2022-11-02 07:23:53,250 - mmcls - INFO - Epoch [5][1200/5005] lr: 1.000e-01, eta: 19:19:22, time: 0.136, data_time: 0.000, loss: 2.7554 2022-11-02 07:24:06,851 - mmcls - INFO - Epoch [5][1300/5005] lr: 1.000e-01, eta: 19:18:47, time: 0.136, data_time: 0.000, loss: 2.7730 2022-11-02 07:24:20,796 - mmcls - INFO - Epoch [5][1400/5005] lr: 1.000e-01, eta: 19:18:20, time: 0.139, data_time: 0.000, loss: 2.7643 2022-11-02 07:24:34,480 - mmcls - INFO - Epoch [5][1500/5005] lr: 1.000e-01, eta: 19:17:47, time: 0.137, data_time: 0.000, loss: 2.7519 2022-11-02 07:24:48,294 - mmcls - INFO - Epoch [5][1600/5005] lr: 1.000e-01, eta: 19:17:17, time: 0.138, data_time: 0.000, loss: 2.7404 2022-11-02 07:25:01,804 - mmcls - INFO - Epoch [5][1700/5005] lr: 1.000e-01, eta: 19:16:41, time: 0.135, data_time: 0.000, loss: 2.7250 2022-11-02 07:25:15,413 - mmcls - INFO - Epoch [5][1800/5005] lr: 1.000e-01, eta: 19:16:07, time: 0.136, data_time: 0.000, loss: 2.7203 2022-11-02 07:25:29,183 - mmcls - INFO - Epoch [5][1900/5005] lr: 1.000e-01, eta: 19:15:37, time: 0.138, data_time: 0.000, loss: 2.7202 2022-11-02 07:25:42,866 - mmcls - INFO - Epoch [5][2000/5005] lr: 1.000e-01, eta: 19:15:05, time: 0.137, data_time: 0.000, loss: 2.7243 2022-11-02 07:25:56,542 - mmcls - INFO - Epoch [5][2100/5005] lr: 1.000e-01, eta: 19:14:33, time: 0.137, data_time: 0.000, loss: 2.7053 2022-11-02 07:26:10,169 - mmcls - INFO - Epoch [5][2200/5005] lr: 1.000e-01, eta: 19:14:00, time: 0.136, data_time: 0.000, loss: 2.7366 2022-11-02 07:26:23,885 - mmcls - INFO - Epoch [5][2300/5005] lr: 1.000e-01, eta: 19:13:29, time: 0.137, data_time: 0.000, loss: 2.7424 2022-11-02 07:26:37,597 - mmcls - INFO - Epoch [5][2400/5005] lr: 1.000e-01, eta: 19:12:58, time: 0.137, data_time: 0.000, loss: 2.7431 2022-11-02 07:26:51,196 - mmcls - INFO - Epoch [5][2500/5005] lr: 1.000e-01, eta: 19:12:25, time: 0.136, data_time: 0.000, loss: 2.7311 2022-11-02 07:27:04,851 - mmcls - INFO - Epoch [5][2600/5005] lr: 1.000e-01, eta: 19:11:54, time: 0.137, data_time: 0.000, loss: 2.7071 2022-11-02 07:27:18,592 - mmcls - INFO - Epoch [5][2700/5005] lr: 1.000e-01, eta: 19:11:24, time: 0.137, data_time: 0.000, loss: 2.6902 2022-11-02 07:27:32,268 - mmcls - INFO - Epoch [5][2800/5005] lr: 1.000e-01, eta: 19:10:53, time: 0.137, data_time: 0.000, loss: 2.7177 2022-11-02 07:27:46,003 - mmcls - INFO - Epoch [5][2900/5005] lr: 1.000e-01, eta: 19:10:24, time: 0.137, data_time: 0.000, loss: 2.7182 2022-11-02 07:27:59,684 - mmcls - INFO - Epoch [5][3000/5005] lr: 1.000e-01, eta: 19:09:53, time: 0.137, data_time: 0.000, loss: 2.7084 2022-11-02 07:28:13,355 - mmcls - INFO - Epoch [5][3100/5005] lr: 1.000e-01, eta: 19:09:23, time: 0.137, data_time: 0.000, loss: 2.7016 2022-11-02 07:28:27,005 - mmcls - INFO - Epoch [5][3200/5005] lr: 1.000e-01, eta: 19:08:52, time: 0.136, data_time: 0.000, loss: 2.7402 2022-11-02 07:28:40,536 - mmcls - INFO - Epoch [5][3300/5005] lr: 1.000e-01, eta: 19:08:19, time: 0.135, data_time: 0.000, loss: 2.7080 2022-11-02 07:28:54,279 - mmcls - INFO - Epoch [5][3400/5005] lr: 1.000e-01, eta: 19:07:50, time: 0.137, data_time: 0.000, loss: 2.7009 2022-11-02 07:29:08,039 - mmcls - INFO - Epoch [5][3500/5005] lr: 1.000e-01, eta: 19:07:22, time: 0.138, data_time: 0.000, loss: 2.7285 2022-11-02 07:29:21,684 - mmcls - INFO - Epoch [5][3600/5005] lr: 1.000e-01, eta: 19:06:52, time: 0.136, data_time: 0.000, loss: 2.7047 2022-11-02 07:29:35,381 - mmcls - INFO - Epoch [5][3700/5005] lr: 1.000e-01, eta: 19:06:22, time: 0.137, data_time: 0.000, loss: 2.7112 2022-11-02 07:29:49,204 - mmcls - INFO - Epoch [5][3800/5005] lr: 1.000e-01, eta: 19:05:56, time: 0.138, data_time: 0.000, loss: 2.7100 2022-11-02 07:30:02,652 - mmcls - INFO - Epoch [5][3900/5005] lr: 1.000e-01, eta: 19:05:22, time: 0.134, data_time: 0.000, loss: 2.6790 2022-11-02 07:30:16,193 - mmcls - INFO - Epoch [5][4000/5005] lr: 1.000e-01, eta: 19:04:50, time: 0.135, data_time: 0.000, loss: 2.6900 2022-11-02 07:30:29,989 - mmcls - INFO - Epoch [5][4100/5005] lr: 1.000e-01, eta: 19:04:23, time: 0.138, data_time: 0.001, loss: 2.6951 2022-11-02 07:30:43,584 - mmcls - INFO - Epoch [5][4200/5005] lr: 1.000e-01, eta: 19:03:53, time: 0.136, data_time: 0.000, loss: 2.7076 2022-11-02 07:30:57,243 - mmcls - INFO - Epoch [5][4300/5005] lr: 1.000e-01, eta: 19:03:24, time: 0.137, data_time: 0.000, loss: 2.7084 2022-11-02 07:31:11,098 - mmcls - INFO - Epoch [5][4400/5005] lr: 1.000e-01, eta: 19:02:59, time: 0.139, data_time: 0.000, loss: 2.6936 2022-11-02 07:31:24,646 - mmcls - INFO - Epoch [5][4500/5005] lr: 1.000e-01, eta: 19:02:27, time: 0.135, data_time: 0.000, loss: 2.6575 2022-11-02 07:31:38,520 - mmcls - INFO - Epoch [5][4600/5005] lr: 1.000e-01, eta: 19:02:03, time: 0.139, data_time: 0.000, loss: 2.6742 2022-11-02 07:31:52,163 - mmcls - INFO - Epoch [5][4700/5005] lr: 1.000e-01, eta: 19:01:34, time: 0.136, data_time: 0.000, loss: 2.6883 2022-11-02 07:32:05,771 - mmcls - INFO - Epoch [5][4800/5005] lr: 1.000e-01, eta: 19:01:04, time: 0.136, data_time: 0.000, loss: 2.6921 2022-11-02 07:32:19,532 - mmcls - INFO - Epoch [5][4900/5005] lr: 1.000e-01, eta: 19:00:38, time: 0.138, data_time: 0.000, loss: 2.6648 2022-11-02 07:32:33,200 - mmcls - INFO - Epoch [5][5000/5005] lr: 1.000e-01, eta: 19:00:10, time: 0.137, data_time: 0.000, loss: 2.6613 2022-11-02 07:32:33,861 - mmcls - INFO - Saving checkpoint at 5 epochs 2022-11-02 07:32:57,000 - mmcls - INFO - Epoch(val) [5][196] accuracy_top-1: 44.8380, accuracy_top-5: 71.7840 2022-11-02 07:33:12,904 - mmcls - INFO - Epoch [6][100/5005] lr: 1.000e-01, eta: 19:00:10, time: 0.159, data_time: 0.024, loss: 2.6292 2022-11-02 07:33:26,362 - mmcls - INFO - Epoch [6][200/5005] lr: 1.000e-01, eta: 18:59:38, time: 0.135, data_time: 0.000, loss: 2.6183 2022-11-02 07:33:39,918 - mmcls - INFO - Epoch [6][300/5005] lr: 1.000e-01, eta: 18:59:08, time: 0.136, data_time: 0.000, loss: 2.6040 2022-11-02 07:33:53,377 - mmcls - INFO - Epoch [6][400/5005] lr: 1.000e-01, eta: 18:58:36, time: 0.135, data_time: 0.000, loss: 2.6471 2022-11-02 07:34:06,918 - mmcls - INFO - Epoch [6][500/5005] lr: 1.000e-01, eta: 18:58:06, time: 0.135, data_time: 0.000, loss: 2.6212 2022-11-02 07:34:20,695 - mmcls - INFO - Epoch [6][600/5005] lr: 1.000e-01, eta: 18:57:40, time: 0.138, data_time: 0.001, loss: 2.6270 2022-11-02 07:34:34,258 - mmcls - INFO - Epoch [6][700/5005] lr: 1.000e-01, eta: 18:57:11, time: 0.136, data_time: 0.000, loss: 2.6161 2022-11-02 07:34:48,051 - mmcls - INFO - Epoch [6][800/5005] lr: 1.000e-01, eta: 18:56:46, time: 0.138, data_time: 0.000, loss: 2.6309 2022-11-02 07:35:01,819 - mmcls - INFO - Epoch [6][900/5005] lr: 1.000e-01, eta: 18:56:21, time: 0.138, data_time: 0.001, loss: 2.6205 2022-11-02 07:35:15,599 - mmcls - INFO - Epoch [6][1000/5005] lr: 1.000e-01, eta: 18:55:56, time: 0.138, data_time: 0.000, loss: 2.6500 2022-11-02 07:35:29,166 - mmcls - INFO - Epoch [6][1100/5005] lr: 1.000e-01, eta: 18:55:27, time: 0.136, data_time: 0.000, loss: 2.6393 2022-11-02 07:35:42,890 - mmcls - INFO - Epoch [6][1200/5005] lr: 1.000e-01, eta: 18:55:01, time: 0.137, data_time: 0.000, loss: 2.6330 2022-11-02 07:35:56,638 - mmcls - INFO - Epoch [6][1300/5005] lr: 1.000e-01, eta: 18:54:35, time: 0.137, data_time: 0.000, loss: 2.6215 2022-11-02 07:36:10,352 - mmcls - INFO - Epoch [6][1400/5005] lr: 1.000e-01, eta: 18:54:09, time: 0.137, data_time: 0.000, loss: 2.6332 2022-11-02 07:36:24,015 - mmcls - INFO - Epoch [6][1500/5005] lr: 1.000e-01, eta: 18:53:43, time: 0.137, data_time: 0.000, loss: 2.6253 2022-11-02 07:36:37,903 - mmcls - INFO - Epoch [6][1600/5005] lr: 1.000e-01, eta: 18:53:20, time: 0.139, data_time: 0.000, loss: 2.5981 2022-11-02 07:36:51,447 - mmcls - INFO - Epoch [6][1700/5005] lr: 1.000e-01, eta: 18:52:51, time: 0.135, data_time: 0.000, loss: 2.6035 2022-11-02 07:37:05,011 - mmcls - INFO - Epoch [6][1800/5005] lr: 1.000e-01, eta: 18:52:23, time: 0.136, data_time: 0.000, loss: 2.6081 2022-11-02 07:37:18,743 - mmcls - INFO - Epoch [6][1900/5005] lr: 1.000e-01, eta: 18:51:58, time: 0.137, data_time: 0.000, loss: 2.6146 2022-11-02 07:37:32,362 - mmcls - INFO - Epoch [6][2000/5005] lr: 1.000e-01, eta: 18:51:31, time: 0.136, data_time: 0.000, loss: 2.6158 2022-11-02 07:37:45,994 - mmcls - INFO - Epoch [6][2100/5005] lr: 1.000e-01, eta: 18:51:04, time: 0.136, data_time: 0.000, loss: 2.6285 2022-11-02 07:37:59,614 - mmcls - INFO - Epoch [6][2200/5005] lr: 1.000e-01, eta: 18:50:38, time: 0.136, data_time: 0.000, loss: 2.6088 2022-11-02 07:38:13,461 - mmcls - INFO - Epoch [6][2300/5005] lr: 1.000e-01, eta: 18:50:15, time: 0.138, data_time: 0.000, loss: 2.6117 2022-11-02 07:38:27,241 - mmcls - INFO - Epoch [6][2400/5005] lr: 1.000e-01, eta: 18:49:51, time: 0.138, data_time: 0.000, loss: 2.6050 2022-11-02 07:38:40,831 - mmcls - INFO - Epoch [6][2500/5005] lr: 1.000e-01, eta: 18:49:24, time: 0.136, data_time: 0.000, loss: 2.6277 2022-11-02 07:38:54,620 - mmcls - INFO - Epoch [6][2600/5005] lr: 1.000e-01, eta: 18:49:00, time: 0.138, data_time: 0.000, loss: 2.6163 2022-11-02 07:39:08,120 - mmcls - INFO - Epoch [6][2700/5005] lr: 1.000e-01, eta: 18:48:32, time: 0.135, data_time: 0.000, loss: 2.6014 2022-11-02 07:39:21,852 - mmcls - INFO - Epoch [6][2800/5005] lr: 1.000e-01, eta: 18:48:08, time: 0.137, data_time: 0.000, loss: 2.6207 2022-11-02 07:39:35,491 - mmcls - INFO - Epoch [6][2900/5005] lr: 1.000e-01, eta: 18:47:42, time: 0.136, data_time: 0.000, loss: 2.6182 2022-11-02 07:39:49,187 - mmcls - INFO - Epoch [6][3000/5005] lr: 1.000e-01, eta: 18:47:17, time: 0.137, data_time: 0.000, loss: 2.5963 2022-11-02 07:40:02,843 - mmcls - INFO - Epoch [6][3100/5005] lr: 1.000e-01, eta: 18:46:51, time: 0.137, data_time: 0.000, loss: 2.6464 2022-11-02 07:40:16,640 - mmcls - INFO - Epoch [6][3200/5005] lr: 1.000e-01, eta: 18:46:28, time: 0.138, data_time: 0.000, loss: 2.5844 2022-11-02 07:40:30,374 - mmcls - INFO - Epoch [6][3300/5005] lr: 1.000e-01, eta: 18:46:04, time: 0.137, data_time: 0.000, loss: 2.6016 2022-11-02 07:40:44,248 - mmcls - INFO - Epoch [6][3400/5005] lr: 1.000e-01, eta: 18:45:43, time: 0.139, data_time: 0.000, loss: 2.6037 2022-11-02 07:40:57,844 - mmcls - INFO - Epoch [6][3500/5005] lr: 1.000e-01, eta: 18:45:17, time: 0.136, data_time: 0.000, loss: 2.5806 2022-11-02 07:41:11,684 - mmcls - INFO - Epoch [6][3600/5005] lr: 1.000e-01, eta: 18:44:55, time: 0.138, data_time: 0.000, loss: 2.6055 2022-11-02 07:41:25,299 - mmcls - INFO - Epoch [6][3700/5005] lr: 1.000e-01, eta: 18:44:29, time: 0.136, data_time: 0.000, loss: 2.6088 2022-11-02 07:41:38,962 - mmcls - INFO - Epoch [6][3800/5005] lr: 1.000e-01, eta: 18:44:04, time: 0.137, data_time: 0.000, loss: 2.6142 2022-11-02 07:41:52,597 - mmcls - INFO - Epoch [6][3900/5005] lr: 1.000e-01, eta: 18:43:39, time: 0.136, data_time: 0.000, loss: 2.5863 2022-11-02 07:42:06,326 - mmcls - INFO - Epoch [6][4000/5005] lr: 1.000e-01, eta: 18:43:16, time: 0.137, data_time: 0.000, loss: 2.6010 2022-11-02 07:42:20,030 - mmcls - INFO - Epoch [6][4100/5005] lr: 1.000e-01, eta: 18:42:52, time: 0.137, data_time: 0.000, loss: 2.5900 2022-11-02 07:42:33,703 - mmcls - INFO - Epoch [6][4200/5005] lr: 1.000e-01, eta: 18:42:28, time: 0.137, data_time: 0.000, loss: 2.6032 2022-11-02 07:42:47,439 - mmcls - INFO - Epoch [6][4300/5005] lr: 1.000e-01, eta: 18:42:04, time: 0.137, data_time: 0.000, loss: 2.6050 2022-11-02 07:43:00,996 - mmcls - INFO - Epoch [6][4400/5005] lr: 1.000e-01, eta: 18:41:38, time: 0.136, data_time: 0.000, loss: 2.5652 2022-11-02 07:43:14,696 - mmcls - INFO - Epoch [6][4500/5005] lr: 1.000e-01, eta: 18:41:15, time: 0.137, data_time: 0.000, loss: 2.6094 2022-11-02 07:43:28,353 - mmcls - INFO - Epoch [6][4600/5005] lr: 1.000e-01, eta: 18:40:50, time: 0.137, data_time: 0.000, loss: 2.5500 2022-11-02 07:43:42,115 - mmcls - INFO - Epoch [6][4700/5005] lr: 1.000e-01, eta: 18:40:28, time: 0.138, data_time: 0.000, loss: 2.5780 2022-11-02 07:43:55,748 - mmcls - INFO - Epoch [6][4800/5005] lr: 1.000e-01, eta: 18:40:03, time: 0.136, data_time: 0.000, loss: 2.5944 2022-11-02 07:44:09,651 - mmcls - INFO - Epoch [6][4900/5005] lr: 1.000e-01, eta: 18:39:43, time: 0.139, data_time: 0.000, loss: 2.5815 2022-11-02 07:44:23,352 - mmcls - INFO - Epoch [6][5000/5005] lr: 1.000e-01, eta: 18:39:20, time: 0.137, data_time: 0.000, loss: 2.5957 2022-11-02 07:44:24,031 - mmcls - INFO - Saving checkpoint at 6 epochs 2022-11-02 07:44:47,188 - mmcls - INFO - Epoch(val) [6][196] accuracy_top-1: 46.8380, accuracy_top-5: 73.6000 2022-11-02 07:45:03,055 - mmcls - INFO - Epoch [7][100/5005] lr: 1.000e-01, eta: 18:39:18, time: 0.159, data_time: 0.024, loss: 2.5231 2022-11-02 07:45:16,512 - mmcls - INFO - Epoch [7][200/5005] lr: 1.000e-01, eta: 18:38:51, time: 0.135, data_time: 0.000, loss: 2.5240 2022-11-02 07:45:29,898 - mmcls - INFO - Epoch [7][300/5005] lr: 1.000e-01, eta: 18:38:23, time: 0.134, data_time: 0.000, loss: 2.5444 2022-11-02 07:45:43,587 - mmcls - INFO - Epoch [7][400/5005] lr: 1.000e-01, eta: 18:38:00, time: 0.137, data_time: 0.000, loss: 2.5317 2022-11-02 07:45:57,155 - mmcls - INFO - Epoch [7][500/5005] lr: 1.000e-01, eta: 18:37:35, time: 0.136, data_time: 0.000, loss: 2.5387 2022-11-02 07:46:10,858 - mmcls - INFO - Epoch [7][600/5005] lr: 1.000e-01, eta: 18:37:12, time: 0.137, data_time: 0.000, loss: 2.5529 2022-11-02 07:46:24,605 - mmcls - INFO - Epoch [7][700/5005] lr: 1.000e-01, eta: 18:36:50, time: 0.137, data_time: 0.000, loss: 2.5434 2022-11-02 07:46:38,358 - mmcls - INFO - Epoch [7][800/5005] lr: 1.000e-01, eta: 18:36:28, time: 0.138, data_time: 0.000, loss: 2.5546 2022-11-02 07:46:51,948 - mmcls - INFO - Epoch [7][900/5005] lr: 1.000e-01, eta: 18:36:03, time: 0.136, data_time: 0.000, loss: 2.5659 2022-11-02 07:47:05,773 - mmcls - INFO - Epoch [7][1000/5005] lr: 1.000e-01, eta: 18:35:42, time: 0.138, data_time: 0.000, loss: 2.5357 2022-11-02 07:47:19,587 - mmcls - INFO - Epoch [7][1100/5005] lr: 1.000e-01, eta: 18:35:21, time: 0.138, data_time: 0.000, loss: 2.5429 2022-11-02 07:47:33,222 - mmcls - INFO - Epoch [7][1200/5005] lr: 1.000e-01, eta: 18:34:58, time: 0.136, data_time: 0.000, loss: 2.5397 2022-11-02 07:47:47,028 - mmcls - INFO - Epoch [7][1300/5005] lr: 1.000e-01, eta: 18:34:37, time: 0.138, data_time: 0.000, loss: 2.5467 2022-11-02 07:48:00,670 - mmcls - INFO - Epoch [7][1400/5005] lr: 1.000e-01, eta: 18:34:13, time: 0.136, data_time: 0.000, loss: 2.5640 2022-11-02 07:48:14,249 - mmcls - INFO - Epoch [7][1500/5005] lr: 1.000e-01, eta: 18:33:49, time: 0.136, data_time: 0.000, loss: 2.5795 2022-11-02 07:48:27,849 - mmcls - INFO - Epoch [7][1600/5005] lr: 1.000e-01, eta: 18:33:25, time: 0.136, data_time: 0.000, loss: 2.5410 2022-11-02 07:48:41,583 - mmcls - INFO - Epoch [7][1700/5005] lr: 1.000e-01, eta: 18:33:03, time: 0.137, data_time: 0.000, loss: 2.5532 2022-11-02 07:48:55,384 - mmcls - INFO - Epoch [7][1800/5005] lr: 1.000e-01, eta: 18:32:42, time: 0.138, data_time: 0.000, loss: 2.5446 2022-11-02 07:49:08,975 - mmcls - INFO - Epoch [7][1900/5005] lr: 1.000e-01, eta: 18:32:18, time: 0.136, data_time: 0.000, loss: 2.5552 2022-11-02 07:49:22,691 - mmcls - INFO - Epoch [7][2000/5005] lr: 1.000e-01, eta: 18:31:57, time: 0.137, data_time: 0.000, loss: 2.5593 2022-11-02 07:49:36,379 - mmcls - INFO - Epoch [7][2100/5005] lr: 1.000e-01, eta: 18:31:34, time: 0.137, data_time: 0.000, loss: 2.5710 2022-11-02 07:49:50,052 - mmcls - INFO - Epoch [7][2200/5005] lr: 1.000e-01, eta: 18:31:12, time: 0.137, data_time: 0.000, loss: 2.5399 2022-11-02 07:50:03,729 - mmcls - INFO - Epoch [7][2300/5005] lr: 1.000e-01, eta: 18:30:49, time: 0.137, data_time: 0.000, loss: 2.5462 2022-11-02 07:50:17,392 - mmcls - INFO - Epoch [7][2400/5005] lr: 1.000e-01, eta: 18:30:27, time: 0.137, data_time: 0.000, loss: 2.5258 2022-11-02 07:50:31,001 - mmcls - INFO - Epoch [7][2500/5005] lr: 1.000e-01, eta: 18:30:04, time: 0.136, data_time: 0.000, loss: 2.5277 2022-11-02 07:50:44,892 - mmcls - INFO - Epoch [7][2600/5005] lr: 1.000e-01, eta: 18:29:44, time: 0.139, data_time: 0.000, loss: 2.5204 2022-11-02 07:50:58,565 - mmcls - INFO - Epoch [7][2700/5005] lr: 1.000e-01, eta: 18:29:22, time: 0.137, data_time: 0.000, loss: 2.5281 2022-11-02 07:51:12,223 - mmcls - INFO - Epoch [7][2800/5005] lr: 1.000e-01, eta: 18:29:00, time: 0.137, data_time: 0.000, loss: 2.5588 2022-11-02 07:51:25,748 - mmcls - INFO - Epoch [7][2900/5005] lr: 1.000e-01, eta: 18:28:36, time: 0.135, data_time: 0.000, loss: 2.5388 2022-11-02 07:51:39,403 - mmcls - INFO - Epoch [7][3000/5005] lr: 1.000e-01, eta: 18:28:13, time: 0.137, data_time: 0.000, loss: 2.5322 2022-11-02 07:51:53,099 - mmcls - INFO - Epoch [7][3100/5005] lr: 1.000e-01, eta: 18:27:52, time: 0.137, data_time: 0.000, loss: 2.5183 2022-11-02 07:52:06,624 - mmcls - INFO - Epoch [7][3200/5005] lr: 1.000e-01, eta: 18:27:27, time: 0.135, data_time: 0.000, loss: 2.5289 2022-11-02 07:52:20,227 - mmcls - INFO - Epoch [7][3300/5005] lr: 1.000e-01, eta: 18:27:05, time: 0.136, data_time: 0.000, loss: 2.5370 2022-11-02 07:52:33,796 - mmcls - INFO - Epoch [7][3400/5005] lr: 1.000e-01, eta: 18:26:41, time: 0.136, data_time: 0.000, loss: 2.5326 2022-11-02 07:52:47,479 - mmcls - INFO - Epoch [7][3500/5005] lr: 1.000e-01, eta: 18:26:20, time: 0.137, data_time: 0.000, loss: 2.5309 2022-11-02 07:53:01,121 - mmcls - INFO - Epoch [7][3600/5005] lr: 1.000e-01, eta: 18:25:57, time: 0.136, data_time: 0.001, loss: 2.5371 2022-11-02 07:53:14,751 - mmcls - INFO - Epoch [7][3700/5005] lr: 1.000e-01, eta: 18:25:35, time: 0.136, data_time: 0.000, loss: 2.5402 2022-11-02 07:53:28,466 - mmcls - INFO - Epoch [7][3800/5005] lr: 1.000e-01, eta: 18:25:14, time: 0.137, data_time: 0.000, loss: 2.5039 2022-11-02 07:53:42,173 - mmcls - INFO - Epoch [7][3900/5005] lr: 1.000e-01, eta: 18:24:53, time: 0.137, data_time: 0.000, loss: 2.5170 2022-11-02 07:53:55,829 - mmcls - INFO - Epoch [7][4000/5005] lr: 1.000e-01, eta: 18:24:31, time: 0.137, data_time: 0.000, loss: 2.5208 2022-11-02 07:54:09,427 - mmcls - INFO - Epoch [7][4100/5005] lr: 1.000e-01, eta: 18:24:09, time: 0.136, data_time: 0.000, loss: 2.5582 2022-11-02 07:54:23,091 - mmcls - INFO - Epoch [7][4200/5005] lr: 1.000e-01, eta: 18:23:47, time: 0.137, data_time: 0.000, loss: 2.5214 2022-11-02 07:54:36,811 - mmcls - INFO - Epoch [7][4300/5005] lr: 1.000e-01, eta: 18:23:26, time: 0.137, data_time: 0.000, loss: 2.5170 2022-11-02 07:54:50,437 - mmcls - INFO - Epoch [7][4400/5005] lr: 1.000e-01, eta: 18:23:04, time: 0.136, data_time: 0.000, loss: 2.5166 2022-11-02 07:55:04,016 - mmcls - INFO - Epoch [7][4500/5005] lr: 1.000e-01, eta: 18:22:42, time: 0.136, data_time: 0.000, loss: 2.5085 2022-11-02 07:55:17,524 - mmcls - INFO - Epoch [7][4600/5005] lr: 1.000e-01, eta: 18:22:18, time: 0.135, data_time: 0.000, loss: 2.5396 2022-11-02 07:55:31,022 - mmcls - INFO - Epoch [7][4700/5005] lr: 1.000e-01, eta: 18:21:54, time: 0.135, data_time: 0.000, loss: 2.5375 2022-11-02 07:55:44,792 - mmcls - INFO - Epoch [7][4800/5005] lr: 1.000e-01, eta: 18:21:35, time: 0.138, data_time: 0.000, loss: 2.5235 2022-11-02 07:55:58,441 - mmcls - INFO - Epoch [7][4900/5005] lr: 1.000e-01, eta: 18:21:13, time: 0.136, data_time: 0.000, loss: 2.5373 2022-11-02 07:56:12,226 - mmcls - INFO - Epoch [7][5000/5005] lr: 1.000e-01, eta: 18:20:53, time: 0.138, data_time: 0.000, loss: 2.5138 2022-11-02 07:56:12,912 - mmcls - INFO - Saving checkpoint at 7 epochs 2022-11-02 07:56:36,210 - mmcls - INFO - Epoch(val) [7][196] accuracy_top-1: 49.2240, accuracy_top-5: 75.5160 2022-11-02 07:56:52,238 - mmcls - INFO - Epoch [8][100/5005] lr: 1.000e-01, eta: 18:20:54, time: 0.160, data_time: 0.026, loss: 2.4811 2022-11-02 07:57:05,768 - mmcls - INFO - Epoch [8][200/5005] lr: 1.000e-01, eta: 18:20:31, time: 0.135, data_time: 0.000, loss: 2.4589 2022-11-02 07:57:19,282 - mmcls - INFO - Epoch [8][300/5005] lr: 1.000e-01, eta: 18:20:07, time: 0.135, data_time: 0.000, loss: 2.4794 2022-11-02 07:57:33,023 - mmcls - INFO - Epoch [8][400/5005] lr: 1.000e-01, eta: 18:19:47, time: 0.137, data_time: 0.001, loss: 2.4980 2022-11-02 07:57:46,766 - mmcls - INFO - Epoch [8][500/5005] lr: 1.000e-01, eta: 18:19:27, time: 0.137, data_time: 0.000, loss: 2.4995 2022-11-02 07:58:00,343 - mmcls - INFO - Epoch [8][600/5005] lr: 1.000e-01, eta: 18:19:05, time: 0.136, data_time: 0.000, loss: 2.4791 2022-11-02 07:58:13,944 - mmcls - INFO - Epoch [8][700/5005] lr: 1.000e-01, eta: 18:18:43, time: 0.136, data_time: 0.000, loss: 2.4703 2022-11-02 07:58:27,757 - mmcls - INFO - Epoch [8][800/5005] lr: 1.000e-01, eta: 18:18:24, time: 0.138, data_time: 0.000, loss: 2.4835 2022-11-02 07:58:41,449 - mmcls - INFO - Epoch [8][900/5005] lr: 1.000e-01, eta: 18:18:04, time: 0.137, data_time: 0.000, loss: 2.5136 2022-11-02 07:58:55,156 - mmcls - INFO - Epoch [8][1000/5005] lr: 1.000e-01, eta: 18:17:43, time: 0.137, data_time: 0.000, loss: 2.4694 2022-11-02 07:59:08,891 - mmcls - INFO - Epoch [8][1100/5005] lr: 1.000e-01, eta: 18:17:23, time: 0.137, data_time: 0.000, loss: 2.4864 2022-11-02 07:59:22,627 - mmcls - INFO - Epoch [8][1200/5005] lr: 1.000e-01, eta: 18:17:04, time: 0.137, data_time: 0.000, loss: 2.4758 2022-11-02 07:59:36,200 - mmcls - INFO - Epoch [8][1300/5005] lr: 1.000e-01, eta: 18:16:42, time: 0.136, data_time: 0.000, loss: 2.4704 2022-11-02 07:59:49,796 - mmcls - INFO - Epoch [8][1400/5005] lr: 1.000e-01, eta: 18:16:20, time: 0.136, data_time: 0.000, loss: 2.5177 2022-11-02 08:00:03,370 - mmcls - INFO - Epoch [8][1500/5005] lr: 1.000e-01, eta: 18:15:58, time: 0.136, data_time: 0.000, loss: 2.5007 2022-11-02 08:00:16,931 - mmcls - INFO - Epoch [8][1600/5005] lr: 1.000e-01, eta: 18:15:36, time: 0.136, data_time: 0.000, loss: 2.4898 2022-11-02 08:00:30,730 - mmcls - INFO - Epoch [8][1700/5005] lr: 1.000e-01, eta: 18:15:17, time: 0.138, data_time: 0.000, loss: 2.5039 2022-11-02 08:00:44,418 - mmcls - INFO - Epoch [8][1800/5005] lr: 1.000e-01, eta: 18:14:57, time: 0.137, data_time: 0.000, loss: 2.5039 2022-11-02 08:00:58,075 - mmcls - INFO - Epoch [8][1900/5005] lr: 1.000e-01, eta: 18:14:37, time: 0.137, data_time: 0.000, loss: 2.4687 2022-11-02 08:01:11,651 - mmcls - INFO - Epoch [8][2000/5005] lr: 1.000e-01, eta: 18:14:15, time: 0.136, data_time: 0.000, loss: 2.4657 2022-11-02 08:01:25,299 - mmcls - INFO - Epoch [8][2100/5005] lr: 1.000e-01, eta: 18:13:54, time: 0.136, data_time: 0.000, loss: 2.4673 2022-11-02 08:01:39,063 - mmcls - INFO - Epoch [8][2200/5005] lr: 1.000e-01, eta: 18:13:35, time: 0.138, data_time: 0.000, loss: 2.4987 2022-11-02 08:01:52,844 - mmcls - INFO - Epoch [8][2300/5005] lr: 1.000e-01, eta: 18:13:16, time: 0.138, data_time: 0.000, loss: 2.4840 2022-11-02 08:02:06,402 - mmcls - INFO - Epoch [8][2400/5005] lr: 1.000e-01, eta: 18:12:55, time: 0.136, data_time: 0.000, loss: 2.4805 2022-11-02 08:02:20,066 - mmcls - INFO - Epoch [8][2500/5005] lr: 1.000e-01, eta: 18:12:34, time: 0.137, data_time: 0.000, loss: 2.4530 2022-11-02 08:02:33,695 - mmcls - INFO - Epoch [8][2600/5005] lr: 1.000e-01, eta: 18:12:14, time: 0.136, data_time: 0.000, loss: 2.5004 2022-11-02 08:02:47,377 - mmcls - INFO - Epoch [8][2700/5005] lr: 1.000e-01, eta: 18:11:53, time: 0.137, data_time: 0.000, loss: 2.5074 2022-11-02 08:03:01,344 - mmcls - INFO - Epoch [8][2800/5005] lr: 1.000e-01, eta: 18:11:37, time: 0.140, data_time: 0.000, loss: 2.4614 2022-11-02 08:03:14,972 - mmcls - INFO - Epoch [8][2900/5005] lr: 1.000e-01, eta: 18:11:16, time: 0.136, data_time: 0.000, loss: 2.4670 2022-11-02 08:03:28,656 - mmcls - INFO - Epoch [8][3000/5005] lr: 1.000e-01, eta: 18:10:56, time: 0.137, data_time: 0.000, loss: 2.4628 2022-11-02 08:03:42,403 - mmcls - INFO - Epoch [8][3100/5005] lr: 1.000e-01, eta: 18:10:37, time: 0.137, data_time: 0.000, loss: 2.4711 2022-11-02 08:03:55,910 - mmcls - INFO - Epoch [8][3200/5005] lr: 1.000e-01, eta: 18:10:15, time: 0.135, data_time: 0.000, loss: 2.4948 2022-11-02 08:04:09,765 - mmcls - INFO - Epoch [8][3300/5005] lr: 1.000e-01, eta: 18:09:58, time: 0.139, data_time: 0.000, loss: 2.4776 2022-11-02 08:04:23,565 - mmcls - INFO - Epoch [8][3400/5005] lr: 1.000e-01, eta: 18:09:39, time: 0.138, data_time: 0.000, loss: 2.4703 2022-11-02 08:04:37,178 - mmcls - INFO - Epoch [8][3500/5005] lr: 1.000e-01, eta: 18:09:19, time: 0.136, data_time: 0.000, loss: 2.4650 2022-11-02 08:04:50,889 - mmcls - INFO - Epoch [8][3600/5005] lr: 1.000e-01, eta: 18:08:59, time: 0.137, data_time: 0.000, loss: 2.4857 2022-11-02 08:05:04,505 - mmcls - INFO - Epoch [8][3700/5005] lr: 1.000e-01, eta: 18:08:39, time: 0.136, data_time: 0.000, loss: 2.4836 2022-11-02 08:05:18,184 - mmcls - INFO - Epoch [8][3800/5005] lr: 1.000e-01, eta: 18:08:19, time: 0.137, data_time: 0.000, loss: 2.4581 2022-11-02 08:05:31,765 - mmcls - INFO - Epoch [8][3900/5005] lr: 1.000e-01, eta: 18:07:58, time: 0.136, data_time: 0.000, loss: 2.4787 2022-11-02 08:05:45,365 - mmcls - INFO - Epoch [8][4000/5005] lr: 1.000e-01, eta: 18:07:38, time: 0.136, data_time: 0.000, loss: 2.4648 2022-11-02 08:05:59,002 - mmcls - INFO - Epoch [8][4100/5005] lr: 1.000e-01, eta: 18:07:18, time: 0.136, data_time: 0.000, loss: 2.4930 2022-11-02 08:06:12,645 - mmcls - INFO - Epoch [8][4200/5005] lr: 1.000e-01, eta: 18:06:58, time: 0.136, data_time: 0.000, loss: 2.4788 2022-11-02 08:06:26,308 - mmcls - INFO - Epoch [8][4300/5005] lr: 1.000e-01, eta: 18:06:38, time: 0.137, data_time: 0.000, loss: 2.4862 2022-11-02 08:06:40,045 - mmcls - INFO - Epoch [8][4400/5005] lr: 1.000e-01, eta: 18:06:19, time: 0.137, data_time: 0.000, loss: 2.4758 2022-11-02 08:06:53,616 - mmcls - INFO - Epoch [8][4500/5005] lr: 1.000e-01, eta: 18:05:58, time: 0.136, data_time: 0.000, loss: 2.4649 2022-11-02 08:07:07,344 - mmcls - INFO - Epoch [8][4600/5005] lr: 1.000e-01, eta: 18:05:39, time: 0.137, data_time: 0.000, loss: 2.4565 2022-11-02 08:07:21,052 - mmcls - INFO - Epoch [8][4700/5005] lr: 1.000e-01, eta: 18:05:20, time: 0.137, data_time: 0.002, loss: 2.4942 2022-11-02 08:07:34,624 - mmcls - INFO - Epoch [8][4800/5005] lr: 1.000e-01, eta: 18:05:00, time: 0.136, data_time: 0.000, loss: 2.4660 2022-11-02 08:07:48,234 - mmcls - INFO - Epoch [8][4900/5005] lr: 1.000e-01, eta: 18:04:40, time: 0.136, data_time: 0.000, loss: 2.4741 2022-11-02 08:08:01,853 - mmcls - INFO - Epoch [8][5000/5005] lr: 1.000e-01, eta: 18:04:19, time: 0.136, data_time: 0.000, loss: 2.4971 2022-11-02 08:08:02,543 - mmcls - INFO - Saving checkpoint at 8 epochs 2022-11-02 08:08:25,756 - mmcls - INFO - Epoch(val) [8][196] accuracy_top-1: 50.9780, accuracy_top-5: 76.7580 2022-11-02 08:08:41,520 - mmcls - INFO - Epoch [9][100/5005] lr: 1.000e-01, eta: 18:04:15, time: 0.158, data_time: 0.024, loss: 2.3994 2022-11-02 08:08:55,083 - mmcls - INFO - Epoch [9][200/5005] lr: 1.000e-01, eta: 18:03:55, time: 0.136, data_time: 0.000, loss: 2.4526 2022-11-02 08:09:08,935 - mmcls - INFO - Epoch [9][300/5005] lr: 1.000e-01, eta: 18:03:37, time: 0.138, data_time: 0.000, loss: 2.4312 2022-11-02 08:09:22,548 - mmcls - INFO - Epoch [9][400/5005] lr: 1.000e-01, eta: 18:03:17, time: 0.136, data_time: 0.000, loss: 2.4295 2022-11-02 08:09:36,146 - mmcls - INFO - Epoch [9][500/5005] lr: 1.000e-01, eta: 18:02:57, time: 0.136, data_time: 0.000, loss: 2.4324 2022-11-02 08:09:49,743 - mmcls - INFO - Epoch [9][600/5005] lr: 1.000e-01, eta: 18:02:37, time: 0.136, data_time: 0.000, loss: 2.4237 2022-11-02 08:10:03,368 - mmcls - INFO - Epoch [9][700/5005] lr: 1.000e-01, eta: 18:02:17, time: 0.136, data_time: 0.000, loss: 2.4491 2022-11-02 08:10:16,964 - mmcls - INFO - Epoch [9][800/5005] lr: 1.000e-01, eta: 18:01:57, time: 0.136, data_time: 0.000, loss: 2.4273 2022-11-02 08:10:30,654 - mmcls - INFO - Epoch [9][900/5005] lr: 1.000e-01, eta: 18:01:38, time: 0.137, data_time: 0.000, loss: 2.4500 2022-11-02 08:10:44,194 - mmcls - INFO - Epoch [9][1000/5005] lr: 1.000e-01, eta: 18:01:17, time: 0.135, data_time: 0.000, loss: 2.4547 2022-11-02 08:10:58,070 - mmcls - INFO - Epoch [9][1100/5005] lr: 1.000e-01, eta: 18:01:01, time: 0.139, data_time: 0.000, loss: 2.4107 2022-11-02 08:11:11,695 - mmcls - INFO - Epoch [9][1200/5005] lr: 1.000e-01, eta: 18:00:41, time: 0.136, data_time: 0.000, loss: 2.4576 2022-11-02 08:11:25,270 - mmcls - INFO - Epoch [9][1300/5005] lr: 1.000e-01, eta: 18:00:21, time: 0.136, data_time: 0.000, loss: 2.4361 2022-11-02 08:11:38,880 - mmcls - INFO - Epoch [9][1400/5005] lr: 1.000e-01, eta: 18:00:01, time: 0.136, data_time: 0.000, loss: 2.4544 2022-11-02 08:11:52,409 - mmcls - INFO - Epoch [9][1500/5005] lr: 1.000e-01, eta: 17:59:40, time: 0.135, data_time: 0.000, loss: 2.4579 2022-11-02 08:12:06,046 - mmcls - INFO - Epoch [9][1600/5005] lr: 1.000e-01, eta: 17:59:21, time: 0.136, data_time: 0.000, loss: 2.4599 2022-11-02 08:12:19,678 - mmcls - INFO - Epoch [9][1700/5005] lr: 1.000e-01, eta: 17:59:02, time: 0.136, data_time: 0.000, loss: 2.4405 2022-11-02 08:12:33,338 - mmcls - INFO - Epoch [9][1800/5005] lr: 1.000e-01, eta: 17:58:42, time: 0.137, data_time: 0.000, loss: 2.4210 2022-11-02 08:12:47,104 - mmcls - INFO - Epoch [9][1900/5005] lr: 1.000e-01, eta: 17:58:25, time: 0.138, data_time: 0.000, loss: 2.4401 2022-11-02 08:13:00,690 - mmcls - INFO - Epoch [9][2000/5005] lr: 1.000e-01, eta: 17:58:05, time: 0.136, data_time: 0.000, loss: 2.4359 2022-11-02 08:13:14,489 - mmcls - INFO - Epoch [9][2100/5005] lr: 1.000e-01, eta: 17:57:47, time: 0.138, data_time: 0.000, loss: 2.4629 2022-11-02 08:13:28,156 - mmcls - INFO - Epoch [9][2200/5005] lr: 1.000e-01, eta: 17:57:28, time: 0.137, data_time: 0.000, loss: 2.4441 2022-11-02 08:13:42,002 - mmcls - INFO - Epoch [9][2300/5005] lr: 1.000e-01, eta: 17:57:11, time: 0.138, data_time: 0.000, loss: 2.4420 2022-11-02 08:13:55,917 - mmcls - INFO - Epoch [9][2400/5005] lr: 1.000e-01, eta: 17:56:55, time: 0.139, data_time: 0.000, loss: 2.4299 2022-11-02 08:14:09,667 - mmcls - INFO - Epoch [9][2500/5005] lr: 1.000e-01, eta: 17:56:37, time: 0.137, data_time: 0.000, loss: 2.4314 2022-11-02 08:14:23,266 - mmcls - INFO - Epoch [9][2600/5005] lr: 1.000e-01, eta: 17:56:18, time: 0.136, data_time: 0.000, loss: 2.4168 2022-11-02 08:14:37,006 - mmcls - INFO - Epoch [9][2700/5005] lr: 1.000e-01, eta: 17:56:00, time: 0.137, data_time: 0.000, loss: 2.4556 2022-11-02 08:14:50,597 - mmcls - INFO - Epoch [9][2800/5005] lr: 1.000e-01, eta: 17:55:40, time: 0.136, data_time: 0.000, loss: 2.4580 2022-11-02 08:15:04,212 - mmcls - INFO - Epoch [9][2900/5005] lr: 1.000e-01, eta: 17:55:21, time: 0.136, data_time: 0.000, loss: 2.4556 2022-11-02 08:15:17,938 - mmcls - INFO - Epoch [9][3000/5005] lr: 1.000e-01, eta: 17:55:03, time: 0.137, data_time: 0.000, loss: 2.4494 2022-11-02 08:15:31,668 - mmcls - INFO - Epoch [9][3100/5005] lr: 1.000e-01, eta: 17:54:45, time: 0.137, data_time: 0.000, loss: 2.4478 2022-11-02 08:15:45,477 - mmcls - INFO - Epoch [9][3200/5005] lr: 1.000e-01, eta: 17:54:27, time: 0.138, data_time: 0.000, loss: 2.4326 2022-11-02 08:15:59,096 - mmcls - INFO - Epoch [9][3300/5005] lr: 1.000e-01, eta: 17:54:08, time: 0.136, data_time: 0.000, loss: 2.4473 2022-11-02 08:16:12,833 - mmcls - INFO - Epoch [9][3400/5005] lr: 1.000e-01, eta: 17:53:50, time: 0.137, data_time: 0.000, loss: 2.4490 2022-11-02 08:16:26,400 - mmcls - INFO - Epoch [9][3500/5005] lr: 1.000e-01, eta: 17:53:31, time: 0.136, data_time: 0.000, loss: 2.4218 2022-11-02 08:16:40,115 - mmcls - INFO - Epoch [9][3600/5005] lr: 1.000e-01, eta: 17:53:13, time: 0.137, data_time: 0.000, loss: 2.4531 2022-11-02 08:16:53,844 - mmcls - INFO - Epoch [9][3700/5005] lr: 1.000e-01, eta: 17:52:55, time: 0.137, data_time: 0.000, loss: 2.4199 2022-11-02 08:17:07,507 - mmcls - INFO - Epoch [9][3800/5005] lr: 1.000e-01, eta: 17:52:36, time: 0.137, data_time: 0.000, loss: 2.4288 2022-11-02 08:17:21,285 - mmcls - INFO - Epoch [9][3900/5005] lr: 1.000e-01, eta: 17:52:19, time: 0.138, data_time: 0.000, loss: 2.4451 2022-11-02 08:17:34,957 - mmcls - INFO - Epoch [9][4000/5005] lr: 1.000e-01, eta: 17:52:00, time: 0.137, data_time: 0.000, loss: 2.4440 2022-11-02 08:17:48,512 - mmcls - INFO - Epoch [9][4100/5005] lr: 1.000e-01, eta: 17:51:41, time: 0.136, data_time: 0.000, loss: 2.4391 2022-11-02 08:18:02,434 - mmcls - INFO - Epoch [9][4200/5005] lr: 1.000e-01, eta: 17:51:25, time: 0.139, data_time: 0.000, loss: 2.4519 2022-11-02 08:18:15,895 - mmcls - INFO - Epoch [9][4300/5005] lr: 1.000e-01, eta: 17:51:04, time: 0.135, data_time: 0.000, loss: 2.4150 2022-11-02 08:18:29,521 - mmcls - INFO - Epoch [9][4400/5005] lr: 1.000e-01, eta: 17:50:45, time: 0.136, data_time: 0.000, loss: 2.4508 2022-11-02 08:18:43,268 - mmcls - INFO - Epoch [9][4500/5005] lr: 1.000e-01, eta: 17:50:28, time: 0.137, data_time: 0.000, loss: 2.4320 2022-11-02 08:18:56,982 - mmcls - INFO - Epoch [9][4600/5005] lr: 1.000e-01, eta: 17:50:10, time: 0.137, data_time: 0.000, loss: 2.4667 2022-11-02 08:19:10,813 - mmcls - INFO - Epoch [9][4700/5005] lr: 1.000e-01, eta: 17:49:53, time: 0.138, data_time: 0.000, loss: 2.4463 2022-11-02 08:19:24,687 - mmcls - INFO - Epoch [9][4800/5005] lr: 1.000e-01, eta: 17:49:37, time: 0.139, data_time: 0.000, loss: 2.4601 2022-11-02 08:19:38,401 - mmcls - INFO - Epoch [9][4900/5005] lr: 1.000e-01, eta: 17:49:19, time: 0.137, data_time: 0.000, loss: 2.4482 2022-11-02 08:19:51,954 - mmcls - INFO - Epoch [9][5000/5005] lr: 1.000e-01, eta: 17:49:00, time: 0.136, data_time: 0.000, loss: 2.4444 2022-11-02 08:19:52,584 - mmcls - INFO - Saving checkpoint at 9 epochs 2022-11-02 08:20:15,863 - mmcls - INFO - Epoch(val) [9][196] accuracy_top-1: 51.8480, accuracy_top-5: 77.4280 2022-11-02 08:20:31,648 - mmcls - INFO - Epoch [10][100/5005] lr: 1.000e-01, eta: 17:48:55, time: 0.158, data_time: 0.024, loss: 2.3593 2022-11-02 08:20:45,044 - mmcls - INFO - Epoch [10][200/5005] lr: 1.000e-01, eta: 17:48:34, time: 0.134, data_time: 0.000, loss: 2.4040 2022-11-02 08:20:58,565 - mmcls - INFO - Epoch [10][300/5005] lr: 1.000e-01, eta: 17:48:14, time: 0.135, data_time: 0.000, loss: 2.4078 2022-11-02 08:21:12,014 - mmcls - INFO - Epoch [10][400/5005] lr: 1.000e-01, eta: 17:47:54, time: 0.134, data_time: 0.000, loss: 2.4061 2022-11-02 08:21:25,478 - mmcls - INFO - Epoch [10][500/5005] lr: 1.000e-01, eta: 17:47:33, time: 0.135, data_time: 0.000, loss: 2.4202 2022-11-02 08:21:39,084 - mmcls - INFO - Epoch [10][600/5005] lr: 1.000e-01, eta: 17:47:15, time: 0.136, data_time: 0.000, loss: 2.3915 2022-11-02 08:21:52,911 - mmcls - INFO - Epoch [10][700/5005] lr: 1.000e-01, eta: 17:46:58, time: 0.138, data_time: 0.000, loss: 2.3941 2022-11-02 08:22:06,657 - mmcls - INFO - Epoch [10][800/5005] lr: 1.000e-01, eta: 17:46:41, time: 0.137, data_time: 0.000, loss: 2.4322 2022-11-02 08:22:20,444 - mmcls - INFO - Epoch [10][900/5005] lr: 1.000e-01, eta: 17:46:24, time: 0.138, data_time: 0.000, loss: 2.3984 2022-11-02 08:22:34,202 - mmcls - INFO - Epoch [10][1000/5005] lr: 1.000e-01, eta: 17:46:06, time: 0.138, data_time: 0.000, loss: 2.4145 2022-11-02 08:22:47,817 - mmcls - INFO - Epoch [10][1100/5005] lr: 1.000e-01, eta: 17:45:48, time: 0.136, data_time: 0.000, loss: 2.4317 2022-11-02 08:23:01,352 - mmcls - INFO - Epoch [10][1200/5005] lr: 1.000e-01, eta: 17:45:28, time: 0.135, data_time: 0.000, loss: 2.3971 2022-11-02 08:23:15,136 - mmcls - INFO - Epoch [10][1300/5005] lr: 1.000e-01, eta: 17:45:12, time: 0.138, data_time: 0.000, loss: 2.3934 2022-11-02 08:23:28,681 - mmcls - INFO - Epoch [10][1400/5005] lr: 1.000e-01, eta: 17:44:52, time: 0.135, data_time: 0.000, loss: 2.4050 2022-11-02 08:23:42,373 - mmcls - INFO - Epoch [10][1500/5005] lr: 1.000e-01, eta: 17:44:34, time: 0.137, data_time: 0.000, loss: 2.3967 2022-11-02 08:23:56,086 - mmcls - INFO - Epoch [10][1600/5005] lr: 1.000e-01, eta: 17:44:17, time: 0.137, data_time: 0.000, loss: 2.4008 2022-11-02 08:24:09,688 - mmcls - INFO - Epoch [10][1700/5005] lr: 1.000e-01, eta: 17:43:58, time: 0.136, data_time: 0.000, loss: 2.4015 2022-11-02 08:24:23,237 - mmcls - INFO - Epoch [10][1800/5005] lr: 1.000e-01, eta: 17:43:39, time: 0.135, data_time: 0.000, loss: 2.4246 2022-11-02 08:24:36,916 - mmcls - INFO - Epoch [10][1900/5005] lr: 1.000e-01, eta: 17:43:21, time: 0.137, data_time: 0.000, loss: 2.4322 2022-11-02 08:24:50,522 - mmcls - INFO - Epoch [10][2000/5005] lr: 1.000e-01, eta: 17:43:03, time: 0.136, data_time: 0.000, loss: 2.3697 2022-11-02 08:25:04,292 - mmcls - INFO - Epoch [10][2100/5005] lr: 1.000e-01, eta: 17:42:46, time: 0.138, data_time: 0.000, loss: 2.3986 2022-11-02 08:25:18,055 - mmcls - INFO - Epoch [10][2200/5005] lr: 1.000e-01, eta: 17:42:29, time: 0.138, data_time: 0.000, loss: 2.4402 2022-11-02 08:25:31,831 - mmcls - INFO - Epoch [10][2300/5005] lr: 1.000e-01, eta: 17:42:12, time: 0.138, data_time: 0.000, loss: 2.4215 2022-11-02 08:25:45,506 - mmcls - INFO - Epoch [10][2400/5005] lr: 1.000e-01, eta: 17:41:54, time: 0.137, data_time: 0.000, loss: 2.4189 2022-11-02 08:25:59,105 - mmcls - INFO - Epoch [10][2500/5005] lr: 1.000e-01, eta: 17:41:36, time: 0.136, data_time: 0.000, loss: 2.4144 2022-11-02 08:26:12,840 - mmcls - INFO - Epoch [10][2600/5005] lr: 1.000e-01, eta: 17:41:19, time: 0.137, data_time: 0.001, loss: 2.4304 2022-11-02 08:26:26,551 - mmcls - INFO - Epoch [10][2700/5005] lr: 1.000e-01, eta: 17:41:01, time: 0.137, data_time: 0.000, loss: 2.4177 2022-11-02 08:26:40,221 - mmcls - INFO - Epoch [10][2800/5005] lr: 1.000e-01, eta: 17:40:43, time: 0.137, data_time: 0.000, loss: 2.4193 2022-11-02 08:26:53,977 - mmcls - INFO - Epoch [10][2900/5005] lr: 1.000e-01, eta: 17:40:26, time: 0.138, data_time: 0.000, loss: 2.3928 2022-11-02 08:27:07,625 - mmcls - INFO - Epoch [10][3000/5005] lr: 1.000e-01, eta: 17:40:09, time: 0.136, data_time: 0.000, loss: 2.4002 2022-11-02 08:27:21,216 - mmcls - INFO - Epoch [10][3100/5005] lr: 1.000e-01, eta: 17:39:50, time: 0.136, data_time: 0.000, loss: 2.4203 2022-11-02 08:27:34,914 - mmcls - INFO - Epoch [10][3200/5005] lr: 1.000e-01, eta: 17:39:33, time: 0.137, data_time: 0.000, loss: 2.4312 2022-11-02 08:27:48,542 - mmcls - INFO - Epoch [10][3300/5005] lr: 1.000e-01, eta: 17:39:15, time: 0.136, data_time: 0.000, loss: 2.3967 2022-11-02 08:28:02,337 - mmcls - INFO - Epoch [10][3400/5005] lr: 1.000e-01, eta: 17:38:58, time: 0.138, data_time: 0.000, loss: 2.3889 2022-11-02 08:28:16,049 - mmcls - INFO - Epoch [10][3500/5005] lr: 1.000e-01, eta: 17:38:41, time: 0.137, data_time: 0.000, loss: 2.3825 2022-11-02 08:28:29,676 - mmcls - INFO - Epoch [10][3600/5005] lr: 1.000e-01, eta: 17:38:23, time: 0.136, data_time: 0.000, loss: 2.4233 2022-11-02 08:28:43,427 - mmcls - INFO - Epoch [10][3700/5005] lr: 1.000e-01, eta: 17:38:06, time: 0.137, data_time: 0.000, loss: 2.3973 2022-11-02 08:28:56,965 - mmcls - INFO - Epoch [10][3800/5005] lr: 1.000e-01, eta: 17:37:47, time: 0.135, data_time: 0.000, loss: 2.4219 2022-11-02 08:29:10,562 - mmcls - INFO - Epoch [10][3900/5005] lr: 1.000e-01, eta: 17:37:29, time: 0.136, data_time: 0.000, loss: 2.4069 2022-11-02 08:29:24,156 - mmcls - INFO - Epoch [10][4000/5005] lr: 1.000e-01, eta: 17:37:11, time: 0.136, data_time: 0.000, loss: 2.4118 2022-11-02 08:29:37,838 - mmcls - INFO - Epoch [10][4100/5005] lr: 1.000e-01, eta: 17:36:53, time: 0.137, data_time: 0.000, loss: 2.3781 2022-11-02 08:29:51,441 - mmcls - INFO - Epoch [10][4200/5005] lr: 1.000e-01, eta: 17:36:35, time: 0.136, data_time: 0.000, loss: 2.4498 2022-11-02 08:30:05,061 - mmcls - INFO - Epoch [10][4300/5005] lr: 1.000e-01, eta: 17:36:17, time: 0.136, data_time: 0.000, loss: 2.4073 2022-11-02 08:30:18,702 - mmcls - INFO - Epoch [10][4400/5005] lr: 1.000e-01, eta: 17:35:59, time: 0.136, data_time: 0.000, loss: 2.4297 2022-11-02 08:30:32,485 - mmcls - INFO - Epoch [10][4500/5005] lr: 1.000e-01, eta: 17:35:43, time: 0.138, data_time: 0.000, loss: 2.4053 2022-11-02 08:30:46,171 - mmcls - INFO - Epoch [10][4600/5005] lr: 1.000e-01, eta: 17:35:25, time: 0.137, data_time: 0.000, loss: 2.4222 2022-11-02 08:30:59,862 - mmcls - INFO - Epoch [10][4700/5005] lr: 1.000e-01, eta: 17:35:08, time: 0.137, data_time: 0.000, loss: 2.4133 2022-11-02 08:31:13,565 - mmcls - INFO - Epoch [10][4800/5005] lr: 1.000e-01, eta: 17:34:51, time: 0.137, data_time: 0.000, loss: 2.3949 2022-11-02 08:31:27,167 - mmcls - INFO - Epoch [10][4900/5005] lr: 1.000e-01, eta: 17:34:33, time: 0.136, data_time: 0.000, loss: 2.4111 2022-11-02 08:31:40,902 - mmcls - INFO - Epoch [10][5000/5005] lr: 1.000e-01, eta: 17:34:16, time: 0.137, data_time: 0.000, loss: 2.4163 2022-11-02 08:31:41,578 - mmcls - INFO - Saving checkpoint at 10 epochs 2022-11-02 08:32:04,800 - mmcls - INFO - Epoch(val) [10][196] accuracy_top-1: 49.5980, accuracy_top-5: 75.9380 2022-11-02 08:32:20,654 - mmcls - INFO - Epoch [11][100/5005] lr: 1.000e-01, eta: 17:34:11, time: 0.159, data_time: 0.024, loss: 2.3698 2022-11-02 08:32:34,083 - mmcls - INFO - Epoch [11][200/5005] lr: 1.000e-01, eta: 17:33:52, time: 0.134, data_time: 0.000, loss: 2.3513 2022-11-02 08:32:47,665 - mmcls - INFO - Epoch [11][300/5005] lr: 1.000e-01, eta: 17:33:34, time: 0.136, data_time: 0.000, loss: 2.3635 2022-11-02 08:33:01,026 - mmcls - INFO - Epoch [11][400/5005] lr: 1.000e-01, eta: 17:33:13, time: 0.134, data_time: 0.000, loss: 2.3475 2022-11-02 08:33:14,655 - mmcls - INFO - Epoch [11][500/5005] lr: 1.000e-01, eta: 17:32:56, time: 0.136, data_time: 0.000, loss: 2.3504 2022-11-02 08:33:28,414 - mmcls - INFO - Epoch [11][600/5005] lr: 1.000e-01, eta: 17:32:39, time: 0.138, data_time: 0.000, loss: 2.3829 2022-11-02 08:33:42,108 - mmcls - INFO - Epoch [11][700/5005] lr: 1.000e-01, eta: 17:32:22, time: 0.137, data_time: 0.000, loss: 2.3752 2022-11-02 08:33:55,736 - mmcls - INFO - Epoch [11][800/5005] lr: 1.000e-01, eta: 17:32:04, time: 0.136, data_time: 0.000, loss: 2.3927 2022-11-02 08:34:09,373 - mmcls - INFO - Epoch [11][900/5005] lr: 1.000e-01, eta: 17:31:47, time: 0.136, data_time: 0.000, loss: 2.3774 2022-11-02 08:34:23,136 - mmcls - INFO - Epoch [11][1000/5005] lr: 1.000e-01, eta: 17:31:30, time: 0.138, data_time: 0.000, loss: 2.3599 2022-11-02 08:34:36,693 - mmcls - INFO - Epoch [11][1100/5005] lr: 1.000e-01, eta: 17:31:12, time: 0.136, data_time: 0.000, loss: 2.3844 2022-11-02 08:34:50,349 - mmcls - INFO - Epoch [11][1200/5005] lr: 1.000e-01, eta: 17:30:55, time: 0.137, data_time: 0.000, loss: 2.3745 2022-11-02 08:35:04,065 - mmcls - INFO - Epoch [11][1300/5005] lr: 1.000e-01, eta: 17:30:38, time: 0.137, data_time: 0.000, loss: 2.3839 2022-11-02 08:35:17,852 - mmcls - INFO - Epoch [11][1400/5005] lr: 1.000e-01, eta: 17:30:21, time: 0.138, data_time: 0.000, loss: 2.3650 2022-11-02 08:35:31,543 - mmcls - INFO - Epoch [11][1500/5005] lr: 1.000e-01, eta: 17:30:04, time: 0.137, data_time: 0.000, loss: 2.3900 2022-11-02 08:35:45,210 - mmcls - INFO - Epoch [11][1600/5005] lr: 1.000e-01, eta: 17:29:47, time: 0.137, data_time: 0.000, loss: 2.3714 2022-11-02 08:35:58,851 - mmcls - INFO - Epoch [11][1700/5005] lr: 1.000e-01, eta: 17:29:30, time: 0.136, data_time: 0.000, loss: 2.3916 2022-11-02 08:36:12,578 - mmcls - INFO - Epoch [11][1800/5005] lr: 1.000e-01, eta: 17:29:13, time: 0.137, data_time: 0.000, loss: 2.3759 2022-11-02 08:36:26,043 - mmcls - INFO - Epoch [11][1900/5005] lr: 1.000e-01, eta: 17:28:54, time: 0.135, data_time: 0.000, loss: 2.4175 2022-11-02 08:36:39,800 - mmcls - INFO - Epoch [11][2000/5005] lr: 1.000e-01, eta: 17:28:38, time: 0.138, data_time: 0.000, loss: 2.3875 2022-11-02 08:36:53,478 - mmcls - INFO - Epoch [11][2100/5005] lr: 1.000e-01, eta: 17:28:21, time: 0.137, data_time: 0.000, loss: 2.3747 2022-11-02 08:37:07,159 - mmcls - INFO - Epoch [11][2200/5005] lr: 1.000e-01, eta: 17:28:04, time: 0.137, data_time: 0.000, loss: 2.4049 2022-11-02 08:37:20,737 - mmcls - INFO - Epoch [11][2300/5005] lr: 1.000e-01, eta: 17:27:46, time: 0.136, data_time: 0.000, loss: 2.3898 2022-11-02 08:37:34,276 - mmcls - INFO - Epoch [11][2400/5005] lr: 1.000e-01, eta: 17:27:28, time: 0.135, data_time: 0.000, loss: 2.3739 2022-11-02 08:37:47,900 - mmcls - INFO - Epoch [11][2500/5005] lr: 1.000e-01, eta: 17:27:10, time: 0.136, data_time: 0.000, loss: 2.3773 2022-11-02 08:38:01,555 - mmcls - INFO - Epoch [11][2600/5005] lr: 1.000e-01, eta: 17:26:53, time: 0.137, data_time: 0.000, loss: 2.3979 2022-11-02 08:38:15,148 - mmcls - INFO - Epoch [11][2700/5005] lr: 1.000e-01, eta: 17:26:35, time: 0.136, data_time: 0.000, loss: 2.3828 2022-11-02 08:38:28,857 - mmcls - INFO - Epoch [11][2800/5005] lr: 1.000e-01, eta: 17:26:18, time: 0.137, data_time: 0.000, loss: 2.3933 2022-11-02 08:38:42,431 - mmcls - INFO - Epoch [11][2900/5005] lr: 1.000e-01, eta: 17:26:01, time: 0.136, data_time: 0.000, loss: 2.3708 2022-11-02 08:38:55,961 - mmcls - INFO - Epoch [11][3000/5005] lr: 1.000e-01, eta: 17:25:42, time: 0.135, data_time: 0.000, loss: 2.3947 2022-11-02 08:39:09,762 - mmcls - INFO - Epoch [11][3100/5005] lr: 1.000e-01, eta: 17:25:27, time: 0.138, data_time: 0.000, loss: 2.4129 2022-11-02 08:39:23,333 - mmcls - INFO - Epoch [11][3200/5005] lr: 1.000e-01, eta: 17:25:09, time: 0.136, data_time: 0.000, loss: 2.3843 2022-11-02 08:39:37,076 - mmcls - INFO - Epoch [11][3300/5005] lr: 1.000e-01, eta: 17:24:52, time: 0.137, data_time: 0.000, loss: 2.3743 2022-11-02 08:39:50,720 - mmcls - INFO - Epoch [11][3400/5005] lr: 1.000e-01, eta: 17:24:35, time: 0.136, data_time: 0.000, loss: 2.3877 2022-11-02 08:40:04,384 - mmcls - INFO - Epoch [11][3500/5005] lr: 1.000e-01, eta: 17:24:18, time: 0.137, data_time: 0.000, loss: 2.3781 2022-11-02 08:40:18,042 - mmcls - INFO - Epoch [11][3600/5005] lr: 1.000e-01, eta: 17:24:01, time: 0.137, data_time: 0.000, loss: 2.3727 2022-11-02 08:40:31,704 - mmcls - INFO - Epoch [11][3700/5005] lr: 1.000e-01, eta: 17:23:44, time: 0.137, data_time: 0.000, loss: 2.3899 2022-11-02 08:40:45,328 - mmcls - INFO - Epoch [11][3800/5005] lr: 1.000e-01, eta: 17:23:27, time: 0.136, data_time: 0.000, loss: 2.3937 2022-11-02 08:40:59,029 - mmcls - INFO - Epoch [11][3900/5005] lr: 1.000e-01, eta: 17:23:10, time: 0.137, data_time: 0.000, loss: 2.3644 2022-11-02 08:41:12,615 - mmcls - INFO - Epoch [11][4000/5005] lr: 1.000e-01, eta: 17:22:53, time: 0.136, data_time: 0.000, loss: 2.3858 2022-11-02 08:41:26,159 - mmcls - INFO - Epoch [11][4100/5005] lr: 1.000e-01, eta: 17:22:35, time: 0.135, data_time: 0.000, loss: 2.3686 2022-11-02 08:41:39,849 - mmcls - INFO - Epoch [11][4200/5005] lr: 1.000e-01, eta: 17:22:18, time: 0.137, data_time: 0.000, loss: 2.3980 2022-11-02 08:41:53,563 - mmcls - INFO - Epoch [11][4300/5005] lr: 1.000e-01, eta: 17:22:02, time: 0.137, data_time: 0.000, loss: 2.4078 2022-11-02 08:42:07,107 - mmcls - INFO - Epoch [11][4400/5005] lr: 1.000e-01, eta: 17:21:44, time: 0.135, data_time: 0.000, loss: 2.3866 2022-11-02 08:42:20,767 - mmcls - INFO - Epoch [11][4500/5005] lr: 1.000e-01, eta: 17:21:27, time: 0.137, data_time: 0.002, loss: 2.3536 2022-11-02 08:42:34,552 - mmcls - INFO - Epoch [11][4600/5005] lr: 1.000e-01, eta: 17:21:11, time: 0.138, data_time: 0.000, loss: 2.4037 2022-11-02 08:42:48,354 - mmcls - INFO - Epoch [11][4700/5005] lr: 1.000e-01, eta: 17:20:55, time: 0.138, data_time: 0.000, loss: 2.3822 2022-11-02 08:43:01,959 - mmcls - INFO - Epoch [11][4800/5005] lr: 1.000e-01, eta: 17:20:38, time: 0.136, data_time: 0.000, loss: 2.3851 2022-11-02 08:43:15,769 - mmcls - INFO - Epoch [11][4900/5005] lr: 1.000e-01, eta: 17:20:22, time: 0.138, data_time: 0.000, loss: 2.4045 2022-11-02 08:43:29,286 - mmcls - INFO - Epoch [11][5000/5005] lr: 1.000e-01, eta: 17:20:04, time: 0.135, data_time: 0.000, loss: 2.3551 2022-11-02 08:43:29,976 - mmcls - INFO - Saving checkpoint at 11 epochs 2022-11-02 08:43:52,960 - mmcls - INFO - Epoch(val) [11][196] accuracy_top-1: 51.3480, accuracy_top-5: 76.8060 2022-11-02 08:44:08,601 - mmcls - INFO - Epoch [12][100/5005] lr: 1.000e-01, eta: 17:19:57, time: 0.156, data_time: 0.024, loss: 2.3670 2022-11-02 08:44:22,126 - mmcls - INFO - Epoch [12][200/5005] lr: 1.000e-01, eta: 17:19:39, time: 0.135, data_time: 0.001, loss: 2.3334 2022-11-02 08:44:35,643 - mmcls - INFO - Epoch [12][300/5005] lr: 1.000e-01, eta: 17:19:21, time: 0.135, data_time: 0.000, loss: 2.3564 2022-11-02 08:44:49,073 - mmcls - INFO - Epoch [12][400/5005] lr: 1.000e-01, eta: 17:19:02, time: 0.134, data_time: 0.000, loss: 2.3133 2022-11-02 08:45:02,585 - mmcls - INFO - Epoch [12][500/5005] lr: 1.000e-01, eta: 17:18:44, time: 0.135, data_time: 0.000, loss: 2.3595 2022-11-02 08:45:16,340 - mmcls - INFO - Epoch [12][600/5005] lr: 1.000e-01, eta: 17:18:28, time: 0.138, data_time: 0.000, loss: 2.3420 2022-11-02 08:45:30,002 - mmcls - INFO - Epoch [12][700/5005] lr: 1.000e-01, eta: 17:18:12, time: 0.137, data_time: 0.000, loss: 2.3736 2022-11-02 08:45:43,625 - mmcls - INFO - Epoch [12][800/5005] lr: 1.000e-01, eta: 17:17:54, time: 0.136, data_time: 0.000, loss: 2.3689 2022-11-02 08:45:57,277 - mmcls - INFO - Epoch [12][900/5005] lr: 1.000e-01, eta: 17:17:38, time: 0.137, data_time: 0.000, loss: 2.3257 2022-11-02 08:46:11,018 - mmcls - INFO - Epoch [12][1000/5005] lr: 1.000e-01, eta: 17:17:22, time: 0.137, data_time: 0.000, loss: 2.3453 2022-11-02 08:46:24,623 - mmcls - INFO - Epoch [12][1100/5005] lr: 1.000e-01, eta: 17:17:04, time: 0.136, data_time: 0.000, loss: 2.3470 2022-11-02 08:46:38,564 - mmcls - INFO - Epoch [12][1200/5005] lr: 1.000e-01, eta: 17:16:50, time: 0.139, data_time: 0.000, loss: 2.3316 2022-11-02 08:46:52,203 - mmcls - INFO - Epoch [12][1300/5005] lr: 1.000e-01, eta: 17:16:33, time: 0.136, data_time: 0.000, loss: 2.3605 2022-11-02 08:47:05,941 - mmcls - INFO - Epoch [12][1400/5005] lr: 1.000e-01, eta: 17:16:17, time: 0.137, data_time: 0.000, loss: 2.3625 2022-11-02 08:47:19,581 - mmcls - INFO - Epoch [12][1500/5005] lr: 1.000e-01, eta: 17:16:00, time: 0.136, data_time: 0.000, loss: 2.3522 2022-11-02 08:47:33,268 - mmcls - INFO - Epoch [12][1600/5005] lr: 1.000e-01, eta: 17:15:44, time: 0.137, data_time: 0.000, loss: 2.3478 2022-11-02 08:47:46,875 - mmcls - INFO - Epoch [12][1700/5005] lr: 1.000e-01, eta: 17:15:26, time: 0.136, data_time: 0.000, loss: 2.3589 2022-11-02 08:48:00,663 - mmcls - INFO - Epoch [12][1800/5005] lr: 1.000e-01, eta: 17:15:11, time: 0.138, data_time: 0.000, loss: 2.3726 2022-11-02 08:48:14,262 - mmcls - INFO - Epoch [12][1900/5005] lr: 1.000e-01, eta: 17:14:54, time: 0.136, data_time: 0.000, loss: 2.3700 2022-11-02 08:48:27,797 - mmcls - INFO - Epoch [12][2000/5005] lr: 1.000e-01, eta: 17:14:36, time: 0.135, data_time: 0.000, loss: 2.3602 2022-11-02 08:48:41,441 - mmcls - INFO - Epoch [12][2100/5005] lr: 1.000e-01, eta: 17:14:19, time: 0.136, data_time: 0.000, loss: 2.3810 2022-11-02 08:48:54,962 - mmcls - INFO - Epoch [12][2200/5005] lr: 1.000e-01, eta: 17:14:02, time: 0.135, data_time: 0.000, loss: 2.3638 2022-11-02 08:49:08,636 - mmcls - INFO - Epoch [12][2300/5005] lr: 1.000e-01, eta: 17:13:45, time: 0.137, data_time: 0.000, loss: 2.3722 2022-11-02 08:49:22,298 - mmcls - INFO - Epoch [12][2400/5005] lr: 1.000e-01, eta: 17:13:28, time: 0.137, data_time: 0.001, loss: 2.3477 2022-11-02 08:49:35,978 - mmcls - INFO - Epoch [12][2500/5005] lr: 1.000e-01, eta: 17:13:12, time: 0.137, data_time: 0.000, loss: 2.3717 2022-11-02 08:49:49,624 - mmcls - INFO - Epoch [12][2600/5005] lr: 1.000e-01, eta: 17:12:55, time: 0.136, data_time: 0.000, loss: 2.3663 2022-11-02 08:50:03,239 - mmcls - INFO - Epoch [12][2700/5005] lr: 1.000e-01, eta: 17:12:38, time: 0.136, data_time: 0.000, loss: 2.3718 2022-11-02 08:50:16,818 - mmcls - INFO - Epoch [12][2800/5005] lr: 1.000e-01, eta: 17:12:21, time: 0.136, data_time: 0.000, loss: 2.3585 2022-11-02 08:50:30,537 - mmcls - INFO - Epoch [12][2900/5005] lr: 1.000e-01, eta: 17:12:05, time: 0.137, data_time: 0.000, loss: 2.3585 2022-11-02 08:50:44,152 - mmcls - INFO - Epoch [12][3000/5005] lr: 1.000e-01, eta: 17:11:48, time: 0.136, data_time: 0.000, loss: 2.3478 2022-11-02 08:50:57,802 - mmcls - INFO - Epoch [12][3100/5005] lr: 1.000e-01, eta: 17:11:32, time: 0.136, data_time: 0.000, loss: 2.3349 2022-11-02 08:51:11,267 - mmcls - INFO - Epoch [12][3200/5005] lr: 1.000e-01, eta: 17:11:14, time: 0.135, data_time: 0.000, loss: 2.3644 2022-11-02 08:51:24,977 - mmcls - INFO - Epoch [12][3300/5005] lr: 1.000e-01, eta: 17:10:58, time: 0.137, data_time: 0.000, loss: 2.3551 2022-11-02 08:51:38,691 - mmcls - INFO - Epoch [12][3400/5005] lr: 1.000e-01, eta: 17:10:41, time: 0.137, data_time: 0.000, loss: 2.3707 2022-11-02 08:51:52,482 - mmcls - INFO - Epoch [12][3500/5005] lr: 1.000e-01, eta: 17:10:26, time: 0.138, data_time: 0.000, loss: 2.3743 2022-11-02 08:52:06,134 - mmcls - INFO - Epoch [12][3600/5005] lr: 1.000e-01, eta: 17:10:09, time: 0.137, data_time: 0.000, loss: 2.3713 2022-11-02 08:52:19,742 - mmcls - INFO - Epoch [12][3700/5005] lr: 1.000e-01, eta: 17:09:53, time: 0.136, data_time: 0.000, loss: 2.3766 2022-11-02 08:52:33,424 - mmcls - INFO - Epoch [12][3800/5005] lr: 1.000e-01, eta: 17:09:36, time: 0.137, data_time: 0.000, loss: 2.3662 2022-11-02 08:52:47,049 - mmcls - INFO - Epoch [12][3900/5005] lr: 1.000e-01, eta: 17:09:20, time: 0.136, data_time: 0.000, loss: 2.3560 2022-11-02 08:53:00,779 - mmcls - INFO - Epoch [12][4000/5005] lr: 1.000e-01, eta: 17:09:04, time: 0.137, data_time: 0.000, loss: 2.3531 2022-11-02 08:53:14,403 - mmcls - INFO - Epoch [12][4100/5005] lr: 1.000e-01, eta: 17:08:47, time: 0.136, data_time: 0.000, loss: 2.3566 2022-11-02 08:53:27,885 - mmcls - INFO - Epoch [12][4200/5005] lr: 1.000e-01, eta: 17:08:29, time: 0.135, data_time: 0.000, loss: 2.3369 2022-11-02 08:53:41,409 - mmcls - INFO - Epoch [12][4300/5005] lr: 1.000e-01, eta: 17:08:12, time: 0.135, data_time: 0.000, loss: 2.3479 2022-11-02 08:53:55,029 - mmcls - INFO - Epoch [12][4400/5005] lr: 1.000e-01, eta: 17:07:55, time: 0.136, data_time: 0.000, loss: 2.3776 2022-11-02 08:54:08,696 - mmcls - INFO - Epoch [12][4500/5005] lr: 1.000e-01, eta: 17:07:39, time: 0.137, data_time: 0.000, loss: 2.3625 2022-11-02 08:54:22,492 - mmcls - INFO - Epoch [12][4600/5005] lr: 1.000e-01, eta: 17:07:23, time: 0.138, data_time: 0.000, loss: 2.3536 2022-11-02 08:54:36,200 - mmcls - INFO - Epoch [12][4700/5005] lr: 1.000e-01, eta: 17:07:07, time: 0.137, data_time: 0.000, loss: 2.3508 2022-11-02 08:54:49,910 - mmcls - INFO - Epoch [12][4800/5005] lr: 1.000e-01, eta: 17:06:51, time: 0.137, data_time: 0.000, loss: 2.3689 2022-11-02 08:55:03,576 - mmcls - INFO - Epoch [12][4900/5005] lr: 1.000e-01, eta: 17:06:35, time: 0.137, data_time: 0.000, loss: 2.3750 2022-11-02 08:55:17,218 - mmcls - INFO - Epoch [12][5000/5005] lr: 1.000e-01, eta: 17:06:19, time: 0.136, data_time: 0.000, loss: 2.3688 2022-11-02 08:55:17,884 - mmcls - INFO - Saving checkpoint at 12 epochs 2022-11-02 08:55:41,387 - mmcls - INFO - Epoch(val) [12][196] accuracy_top-1: 52.4300, accuracy_top-5: 77.8620 2022-11-02 08:55:57,081 - mmcls - INFO - Epoch [13][100/5005] lr: 1.000e-01, eta: 17:06:11, time: 0.157, data_time: 0.024, loss: 2.2739 2022-11-02 08:56:10,638 - mmcls - INFO - Epoch [13][200/5005] lr: 1.000e-01, eta: 17:05:54, time: 0.136, data_time: 0.000, loss: 2.3309 2022-11-02 08:56:24,258 - mmcls - INFO - Epoch [13][300/5005] lr: 1.000e-01, eta: 17:05:37, time: 0.136, data_time: 0.000, loss: 2.3133 2022-11-02 08:56:37,792 - mmcls - INFO - Epoch [13][400/5005] lr: 1.000e-01, eta: 17:05:20, time: 0.135, data_time: 0.000, loss: 2.3257 2022-11-02 08:56:51,287 - mmcls - INFO - Epoch [13][500/5005] lr: 1.000e-01, eta: 17:05:03, time: 0.135, data_time: 0.000, loss: 2.3462 2022-11-02 08:57:04,862 - mmcls - INFO - Epoch [13][600/5005] lr: 1.000e-01, eta: 17:04:46, time: 0.136, data_time: 0.000, loss: 2.3144 2022-11-02 08:57:18,479 - mmcls - INFO - Epoch [13][700/5005] lr: 1.000e-01, eta: 17:04:29, time: 0.136, data_time: 0.000, loss: 2.3179 2022-11-02 08:57:32,309 - mmcls - INFO - Epoch [13][800/5005] lr: 1.000e-01, eta: 17:04:14, time: 0.138, data_time: 0.000, loss: 2.3306 2022-11-02 08:57:46,123 - mmcls - INFO - Epoch [13][900/5005] lr: 1.000e-01, eta: 17:03:59, time: 0.138, data_time: 0.000, loss: 2.3430 2022-11-02 08:57:59,778 - mmcls - INFO - Epoch [13][1000/5005] lr: 1.000e-01, eta: 17:03:43, time: 0.137, data_time: 0.000, loss: 2.3306 2022-11-02 08:58:13,195 - mmcls - INFO - Epoch [13][1100/5005] lr: 1.000e-01, eta: 17:03:25, time: 0.134, data_time: 0.000, loss: 2.3430 2022-11-02 08:58:27,066 - mmcls - INFO - Epoch [13][1200/5005] lr: 1.000e-01, eta: 17:03:10, time: 0.139, data_time: 0.000, loss: 2.3519 2022-11-02 08:58:40,684 - mmcls - INFO - Epoch [13][1300/5005] lr: 1.000e-01, eta: 17:02:53, time: 0.136, data_time: 0.000, loss: 2.3322 2022-11-02 08:58:54,256 - mmcls - INFO - Epoch [13][1400/5005] lr: 1.000e-01, eta: 17:02:36, time: 0.136, data_time: 0.000, loss: 2.3475 2022-11-02 08:59:07,874 - mmcls - INFO - Epoch [13][1500/5005] lr: 1.000e-01, eta: 17:02:20, time: 0.136, data_time: 0.000, loss: 2.3280 2022-11-02 08:59:21,691 - mmcls - INFO - Epoch [13][1600/5005] lr: 1.000e-01, eta: 17:02:05, time: 0.138, data_time: 0.000, loss: 2.3359 2022-11-02 08:59:35,275 - mmcls - INFO - Epoch [13][1700/5005] lr: 1.000e-01, eta: 17:01:48, time: 0.136, data_time: 0.001, loss: 2.3536 2022-11-02 08:59:48,834 - mmcls - INFO - Epoch [13][1800/5005] lr: 1.000e-01, eta: 17:01:31, time: 0.136, data_time: 0.000, loss: 2.3847 2022-11-02 09:00:02,413 - mmcls - INFO - Epoch [13][1900/5005] lr: 1.000e-01, eta: 17:01:14, time: 0.136, data_time: 0.000, loss: 2.3329 2022-11-02 09:00:15,934 - mmcls - INFO - Epoch [13][2000/5005] lr: 1.000e-01, eta: 17:00:57, time: 0.135, data_time: 0.000, loss: 2.3109 2022-11-02 09:00:29,580 - mmcls - INFO - Epoch [13][2100/5005] lr: 1.000e-01, eta: 17:00:41, time: 0.136, data_time: 0.000, loss: 2.3648 2022-11-02 09:00:43,432 - mmcls - INFO - Epoch [13][2200/5005] lr: 1.000e-01, eta: 17:00:26, time: 0.139, data_time: 0.000, loss: 2.3547 2022-11-02 09:00:57,549 - mmcls - INFO - Epoch [13][2300/5005] lr: 1.000e-01, eta: 17:00:13, time: 0.141, data_time: 0.000, loss: 2.3576 2022-11-02 09:01:11,279 - mmcls - INFO - Epoch [13][2400/5005] lr: 1.000e-01, eta: 16:59:57, time: 0.137, data_time: 0.000, loss: 2.3489 2022-11-02 09:01:24,915 - mmcls - INFO - Epoch [13][2500/5005] lr: 1.000e-01, eta: 16:59:41, time: 0.136, data_time: 0.000, loss: 2.3543 2022-11-02 09:01:38,620 - mmcls - INFO - Epoch [13][2600/5005] lr: 1.000e-01, eta: 16:59:25, time: 0.137, data_time: 0.000, loss: 2.3782 2022-11-02 09:01:52,309 - mmcls - INFO - Epoch [13][2700/5005] lr: 1.000e-01, eta: 16:59:09, time: 0.137, data_time: 0.000, loss: 2.3474 2022-11-02 09:02:05,897 - mmcls - INFO - Epoch [13][2800/5005] lr: 1.000e-01, eta: 16:58:53, time: 0.136, data_time: 0.000, loss: 2.3338 2022-11-02 09:02:19,645 - mmcls - INFO - Epoch [13][2900/5005] lr: 1.000e-01, eta: 16:58:37, time: 0.137, data_time: 0.000, loss: 2.3607 2022-11-02 09:02:33,196 - mmcls - INFO - Epoch [13][3000/5005] lr: 1.000e-01, eta: 16:58:20, time: 0.135, data_time: 0.000, loss: 2.3386 2022-11-02 09:02:46,831 - mmcls - INFO - Epoch [13][3100/5005] lr: 1.000e-01, eta: 16:58:04, time: 0.136, data_time: 0.000, loss: 2.3434 2022-11-02 09:03:00,647 - mmcls - INFO - Epoch [13][3200/5005] lr: 1.000e-01, eta: 16:57:49, time: 0.138, data_time: 0.000, loss: 2.3511 2022-11-02 09:03:14,297 - mmcls - INFO - Epoch [13][3300/5005] lr: 1.000e-01, eta: 16:57:33, time: 0.136, data_time: 0.000, loss: 2.3587 2022-11-02 09:03:28,093 - mmcls - INFO - Epoch [13][3400/5005] lr: 1.000e-01, eta: 16:57:18, time: 0.138, data_time: 0.000, loss: 2.3392 2022-11-02 09:03:41,666 - mmcls - INFO - Epoch [13][3500/5005] lr: 1.000e-01, eta: 16:57:01, time: 0.136, data_time: 0.000, loss: 2.3504 2022-11-02 09:03:55,254 - mmcls - INFO - Epoch [13][3600/5005] lr: 1.000e-01, eta: 16:56:44, time: 0.136, data_time: 0.000, loss: 2.3194 2022-11-02 09:04:08,976 - mmcls - INFO - Epoch [13][3700/5005] lr: 1.000e-01, eta: 16:56:29, time: 0.137, data_time: 0.000, loss: 2.3513 2022-11-02 09:04:22,756 - mmcls - INFO - Epoch [13][3800/5005] lr: 1.000e-01, eta: 16:56:14, time: 0.138, data_time: 0.000, loss: 2.3315 2022-11-02 09:04:36,411 - mmcls - INFO - Epoch [13][3900/5005] lr: 1.000e-01, eta: 16:55:58, time: 0.137, data_time: 0.000, loss: 2.3404 2022-11-02 09:04:49,807 - mmcls - INFO - Epoch [13][4000/5005] lr: 1.000e-01, eta: 16:55:40, time: 0.134, data_time: 0.000, loss: 2.3226 2022-11-02 09:05:03,473 - mmcls - INFO - Epoch [13][4100/5005] lr: 1.000e-01, eta: 16:55:24, time: 0.137, data_time: 0.000, loss: 2.3409 2022-11-02 09:05:17,224 - mmcls - INFO - Epoch [13][4200/5005] lr: 1.000e-01, eta: 16:55:08, time: 0.137, data_time: 0.000, loss: 2.3350 2022-11-02 09:05:30,937 - mmcls - INFO - Epoch [13][4300/5005] lr: 1.000e-01, eta: 16:54:53, time: 0.137, data_time: 0.000, loss: 2.3456 2022-11-02 09:05:44,632 - mmcls - INFO - Epoch [13][4400/5005] lr: 1.000e-01, eta: 16:54:37, time: 0.137, data_time: 0.000, loss: 2.3347 2022-11-02 09:05:58,484 - mmcls - INFO - Epoch [13][4500/5005] lr: 1.000e-01, eta: 16:54:22, time: 0.139, data_time: 0.000, loss: 2.3406 2022-11-02 09:06:12,177 - mmcls - INFO - Epoch [13][4600/5005] lr: 1.000e-01, eta: 16:54:06, time: 0.137, data_time: 0.000, loss: 2.3492 2022-11-02 09:06:25,712 - mmcls - INFO - Epoch [13][4700/5005] lr: 1.000e-01, eta: 16:53:50, time: 0.135, data_time: 0.000, loss: 2.3331 2022-11-02 09:06:39,346 - mmcls - INFO - Epoch [13][4800/5005] lr: 1.000e-01, eta: 16:53:33, time: 0.136, data_time: 0.000, loss: 2.3532 2022-11-02 09:06:53,113 - mmcls - INFO - Epoch [13][4900/5005] lr: 1.000e-01, eta: 16:53:18, time: 0.138, data_time: 0.000, loss: 2.3442 2022-11-02 09:07:06,581 - mmcls - INFO - Epoch [13][5000/5005] lr: 1.000e-01, eta: 16:53:01, time: 0.135, data_time: 0.000, loss: 2.3703 2022-11-02 09:07:07,272 - mmcls - INFO - Saving checkpoint at 13 epochs 2022-11-02 09:07:30,872 - mmcls - INFO - Epoch(val) [13][196] accuracy_top-1: 53.1580, accuracy_top-5: 78.8120 2022-11-02 09:07:46,702 - mmcls - INFO - Epoch [14][100/5005] lr: 1.000e-01, eta: 16:52:54, time: 0.158, data_time: 0.024, loss: 2.3132 2022-11-02 09:08:00,160 - mmcls - INFO - Epoch [14][200/5005] lr: 1.000e-01, eta: 16:52:37, time: 0.135, data_time: 0.000, loss: 2.2960 2022-11-02 09:08:13,781 - mmcls - INFO - Epoch [14][300/5005] lr: 1.000e-01, eta: 16:52:20, time: 0.136, data_time: 0.000, loss: 2.3107 2022-11-02 09:08:27,457 - mmcls - INFO - Epoch [14][400/5005] lr: 1.000e-01, eta: 16:52:05, time: 0.137, data_time: 0.001, loss: 2.3182 2022-11-02 09:08:41,023 - mmcls - INFO - Epoch [14][500/5005] lr: 1.000e-01, eta: 16:51:48, time: 0.136, data_time: 0.000, loss: 2.3102 2022-11-02 09:08:54,609 - mmcls - INFO - Epoch [14][600/5005] lr: 1.000e-01, eta: 16:51:32, time: 0.136, data_time: 0.000, loss: 2.3419 2022-11-02 09:09:08,182 - mmcls - INFO - Epoch [14][700/5005] lr: 1.000e-01, eta: 16:51:15, time: 0.136, data_time: 0.000, loss: 2.2957 2022-11-02 09:09:21,795 - mmcls - INFO - Epoch [14][800/5005] lr: 1.000e-01, eta: 16:50:59, time: 0.136, data_time: 0.000, loss: 2.3306 2022-11-02 09:09:35,441 - mmcls - INFO - Epoch [14][900/5005] lr: 1.000e-01, eta: 16:50:43, time: 0.136, data_time: 0.000, loss: 2.3199 2022-11-02 09:09:49,151 - mmcls - INFO - Epoch [14][1000/5005] lr: 1.000e-01, eta: 16:50:27, time: 0.137, data_time: 0.000, loss: 2.3051 2022-11-02 09:10:02,731 - mmcls - INFO - Epoch [14][1100/5005] lr: 1.000e-01, eta: 16:50:11, time: 0.136, data_time: 0.000, loss: 2.3477 2022-11-02 09:10:16,333 - mmcls - INFO - Epoch [14][1200/5005] lr: 1.000e-01, eta: 16:49:55, time: 0.136, data_time: 0.000, loss: 2.3125 2022-11-02 09:10:30,061 - mmcls - INFO - Epoch [14][1300/5005] lr: 1.000e-01, eta: 16:49:39, time: 0.137, data_time: 0.000, loss: 2.3204 2022-11-02 09:10:43,750 - mmcls - INFO - Epoch [14][1400/5005] lr: 1.000e-01, eta: 16:49:23, time: 0.137, data_time: 0.000, loss: 2.3486 2022-11-02 09:10:57,446 - mmcls - INFO - Epoch [14][1500/5005] lr: 1.000e-01, eta: 16:49:08, time: 0.137, data_time: 0.000, loss: 2.3335 2022-11-02 09:11:10,977 - mmcls - INFO - Epoch [14][1600/5005] lr: 1.000e-01, eta: 16:48:51, time: 0.135, data_time: 0.000, loss: 2.3469 2022-11-02 09:11:24,703 - mmcls - INFO - Epoch [14][1700/5005] lr: 1.000e-01, eta: 16:48:36, time: 0.137, data_time: 0.000, loss: 2.3363 2022-11-02 09:11:38,385 - mmcls - INFO - Epoch [14][1800/5005] lr: 1.000e-01, eta: 16:48:20, time: 0.137, data_time: 0.000, loss: 2.3245 2022-11-02 09:11:51,903 - mmcls - INFO - Epoch [14][1900/5005] lr: 1.000e-01, eta: 16:48:03, time: 0.135, data_time: 0.000, loss: 2.3195 2022-11-02 09:12:05,551 - mmcls - INFO - Epoch [14][2000/5005] lr: 1.000e-01, eta: 16:47:47, time: 0.136, data_time: 0.000, loss: 2.3126 2022-11-02 09:12:19,185 - mmcls - INFO - Epoch [14][2100/5005] lr: 1.000e-01, eta: 16:47:31, time: 0.136, data_time: 0.000, loss: 2.3140 2022-11-02 09:12:32,762 - mmcls - INFO - Epoch [14][2200/5005] lr: 1.000e-01, eta: 16:47:15, time: 0.136, data_time: 0.000, loss: 2.3222 2022-11-02 09:12:46,482 - mmcls - INFO - Epoch [14][2300/5005] lr: 1.000e-01, eta: 16:46:59, time: 0.137, data_time: 0.000, loss: 2.3476 2022-11-02 09:13:00,272 - mmcls - INFO - Epoch [14][2400/5005] lr: 1.000e-01, eta: 16:46:44, time: 0.138, data_time: 0.001, loss: 2.3182 2022-11-02 09:13:13,867 - mmcls - INFO - Epoch [14][2500/5005] lr: 1.000e-01, eta: 16:46:28, time: 0.136, data_time: 0.000, loss: 2.3383 2022-11-02 09:13:27,585 - mmcls - INFO - Epoch [14][2600/5005] lr: 1.000e-01, eta: 16:46:13, time: 0.137, data_time: 0.000, loss: 2.3118 2022-11-02 09:13:41,353 - mmcls - INFO - Epoch [14][2700/5005] lr: 1.000e-01, eta: 16:45:58, time: 0.138, data_time: 0.000, loss: 2.3280 2022-11-02 09:13:55,136 - mmcls - INFO - Epoch [14][2800/5005] lr: 1.000e-01, eta: 16:45:43, time: 0.138, data_time: 0.000, loss: 2.3162 2022-11-02 09:14:08,835 - mmcls - INFO - Epoch [14][2900/5005] lr: 1.000e-01, eta: 16:45:27, time: 0.137, data_time: 0.000, loss: 2.3162 2022-11-02 09:14:22,737 - mmcls - INFO - Epoch [14][3000/5005] lr: 1.000e-01, eta: 16:45:13, time: 0.139, data_time: 0.000, loss: 2.3449 2022-11-02 09:14:36,341 - mmcls - INFO - Epoch [14][3100/5005] lr: 1.000e-01, eta: 16:44:57, time: 0.136, data_time: 0.000, loss: 2.3459 2022-11-02 09:14:49,972 - mmcls - INFO - Epoch [14][3200/5005] lr: 1.000e-01, eta: 16:44:41, time: 0.136, data_time: 0.000, loss: 2.3368 2022-11-02 09:15:03,582 - mmcls - INFO - Epoch [14][3300/5005] lr: 1.000e-01, eta: 16:44:25, time: 0.136, data_time: 0.000, loss: 2.3322 2022-11-02 09:15:17,386 - mmcls - INFO - Epoch [14][3400/5005] lr: 1.000e-01, eta: 16:44:10, time: 0.138, data_time: 0.000, loss: 2.2944 2022-11-02 09:15:31,182 - mmcls - INFO - Epoch [14][3500/5005] lr: 1.000e-01, eta: 16:43:55, time: 0.138, data_time: 0.000, loss: 2.3232 2022-11-02 09:15:44,893 - mmcls - INFO - Epoch [14][3600/5005] lr: 1.000e-01, eta: 16:43:40, time: 0.137, data_time: 0.000, loss: 2.3443 2022-11-02 09:15:58,397 - mmcls - INFO - Epoch [14][3700/5005] lr: 1.000e-01, eta: 16:43:23, time: 0.135, data_time: 0.000, loss: 2.2945 2022-11-02 09:16:12,198 - mmcls - INFO - Epoch [14][3800/5005] lr: 1.000e-01, eta: 16:43:08, time: 0.138, data_time: 0.000, loss: 2.3680 2022-11-02 09:16:25,863 - mmcls - INFO - Epoch [14][3900/5005] lr: 1.000e-01, eta: 16:42:52, time: 0.137, data_time: 0.000, loss: 2.3467 2022-11-02 09:16:39,459 - mmcls - INFO - Epoch [14][4000/5005] lr: 1.000e-01, eta: 16:42:36, time: 0.136, data_time: 0.000, loss: 2.3459 2022-11-02 09:16:53,084 - mmcls - INFO - Epoch [14][4100/5005] lr: 1.000e-01, eta: 16:42:20, time: 0.136, data_time: 0.000, loss: 2.3428 2022-11-02 09:17:06,837 - mmcls - INFO - Epoch [14][4200/5005] lr: 1.000e-01, eta: 16:42:05, time: 0.138, data_time: 0.000, loss: 2.3614 2022-11-02 09:17:20,527 - mmcls - INFO - Epoch [14][4300/5005] lr: 1.000e-01, eta: 16:41:50, time: 0.137, data_time: 0.000, loss: 2.3638 2022-11-02 09:17:34,142 - mmcls - INFO - Epoch [14][4400/5005] lr: 1.000e-01, eta: 16:41:34, time: 0.136, data_time: 0.000, loss: 2.3282 2022-11-02 09:17:47,577 - mmcls - INFO - Epoch [14][4500/5005] lr: 1.000e-01, eta: 16:41:17, time: 0.134, data_time: 0.000, loss: 2.3306 2022-11-02 09:18:01,355 - mmcls - INFO - Epoch [14][4600/5005] lr: 1.000e-01, eta: 16:41:02, time: 0.138, data_time: 0.000, loss: 2.3241 2022-11-02 09:18:15,134 - mmcls - INFO - Epoch [14][4700/5005] lr: 1.000e-01, eta: 16:40:47, time: 0.138, data_time: 0.000, loss: 2.3450 2022-11-02 09:18:28,913 - mmcls - INFO - Epoch [14][4800/5005] lr: 1.000e-01, eta: 16:40:32, time: 0.138, data_time: 0.000, loss: 2.3453 2022-11-02 09:18:42,615 - mmcls - INFO - Epoch [14][4900/5005] lr: 1.000e-01, eta: 16:40:16, time: 0.137, data_time: 0.000, loss: 2.3209 2022-11-02 09:18:56,229 - mmcls - INFO - Epoch [14][5000/5005] lr: 1.000e-01, eta: 16:40:00, time: 0.136, data_time: 0.000, loss: 2.3672 2022-11-02 09:18:56,920 - mmcls - INFO - Saving checkpoint at 14 epochs 2022-11-02 09:19:20,384 - mmcls - INFO - Epoch(val) [14][196] accuracy_top-1: 50.0100, accuracy_top-5: 75.5840 2022-11-02 09:19:35,973 - mmcls - INFO - Epoch [15][100/5005] lr: 1.000e-01, eta: 16:39:52, time: 0.156, data_time: 0.024, loss: 2.2912 2022-11-02 09:19:49,453 - mmcls - INFO - Epoch [15][200/5005] lr: 1.000e-01, eta: 16:39:35, time: 0.135, data_time: 0.000, loss: 2.2750 2022-11-02 09:20:02,924 - mmcls - INFO - Epoch [15][300/5005] lr: 1.000e-01, eta: 16:39:18, time: 0.135, data_time: 0.000, loss: 2.2887 2022-11-02 09:20:16,350 - mmcls - INFO - Epoch [15][400/5005] lr: 1.000e-01, eta: 16:39:01, time: 0.134, data_time: 0.000, loss: 2.3168 2022-11-02 09:20:29,864 - mmcls - INFO - Epoch [15][500/5005] lr: 1.000e-01, eta: 16:38:44, time: 0.135, data_time: 0.000, loss: 2.2750 2022-11-02 09:20:43,452 - mmcls - INFO - Epoch [15][600/5005] lr: 1.000e-01, eta: 16:38:28, time: 0.136, data_time: 0.000, loss: 2.3038 2022-11-02 09:20:57,152 - mmcls - INFO - Epoch [15][700/5005] lr: 1.000e-01, eta: 16:38:13, time: 0.137, data_time: 0.000, loss: 2.2996 2022-11-02 09:21:10,975 - mmcls - INFO - Epoch [15][800/5005] lr: 1.000e-01, eta: 16:37:58, time: 0.138, data_time: 0.000, loss: 2.2925 2022-11-02 09:21:24,595 - mmcls - INFO - Epoch [15][900/5005] lr: 1.000e-01, eta: 16:37:42, time: 0.136, data_time: 0.000, loss: 2.3077 2022-11-02 09:21:38,426 - mmcls - INFO - Epoch [15][1000/5005] lr: 1.000e-01, eta: 16:37:28, time: 0.138, data_time: 0.000, loss: 2.3026 2022-11-02 09:21:52,121 - mmcls - INFO - Epoch [15][1100/5005] lr: 1.000e-01, eta: 16:37:12, time: 0.137, data_time: 0.000, loss: 2.3298 2022-11-02 09:22:05,819 - mmcls - INFO - Epoch [15][1200/5005] lr: 1.000e-01, eta: 16:36:57, time: 0.137, data_time: 0.000, loss: 2.3161 2022-11-02 09:22:19,565 - mmcls - INFO - Epoch [15][1300/5005] lr: 1.000e-01, eta: 16:36:42, time: 0.137, data_time: 0.000, loss: 2.3195 2022-11-02 09:22:33,352 - mmcls - INFO - Epoch [15][1400/5005] lr: 1.000e-01, eta: 16:36:27, time: 0.138, data_time: 0.000, loss: 2.3138 2022-11-02 09:22:46,934 - mmcls - INFO - Epoch [15][1500/5005] lr: 1.000e-01, eta: 16:36:11, time: 0.136, data_time: 0.000, loss: 2.3132 2022-11-02 09:23:00,537 - mmcls - INFO - Epoch [15][1600/5005] lr: 1.000e-01, eta: 16:35:55, time: 0.136, data_time: 0.000, loss: 2.3098 2022-11-02 09:23:14,068 - mmcls - INFO - Epoch [15][1700/5005] lr: 1.000e-01, eta: 16:35:39, time: 0.135, data_time: 0.000, loss: 2.3038 2022-11-02 09:23:27,971 - mmcls - INFO - Epoch [15][1800/5005] lr: 1.000e-01, eta: 16:35:25, time: 0.139, data_time: 0.000, loss: 2.3302 2022-11-02 09:23:41,531 - mmcls - INFO - Epoch [15][1900/5005] lr: 1.000e-01, eta: 16:35:08, time: 0.136, data_time: 0.000, loss: 2.3042 2022-11-02 09:23:55,222 - mmcls - INFO - Epoch [15][2000/5005] lr: 1.000e-01, eta: 16:34:53, time: 0.137, data_time: 0.000, loss: 2.3345 2022-11-02 09:24:08,882 - mmcls - INFO - Epoch [15][2100/5005] lr: 1.000e-01, eta: 16:34:37, time: 0.137, data_time: 0.000, loss: 2.3168 2022-11-02 09:24:22,590 - mmcls - INFO - Epoch [15][2200/5005] lr: 1.000e-01, eta: 16:34:22, time: 0.137, data_time: 0.000, loss: 2.2949 2022-11-02 09:24:36,230 - mmcls - INFO - Epoch [15][2300/5005] lr: 1.000e-01, eta: 16:34:07, time: 0.136, data_time: 0.000, loss: 2.3143 2022-11-02 09:24:50,100 - mmcls - INFO - Epoch [15][2400/5005] lr: 1.000e-01, eta: 16:33:52, time: 0.139, data_time: 0.000, loss: 2.3100 2022-11-02 09:25:03,688 - mmcls - INFO - Epoch [15][2500/5005] lr: 1.000e-01, eta: 16:33:36, time: 0.136, data_time: 0.000, loss: 2.3214 2022-11-02 09:25:17,373 - mmcls - INFO - Epoch [15][2600/5005] lr: 1.000e-01, eta: 16:33:21, time: 0.137, data_time: 0.000, loss: 2.3267 2022-11-02 09:25:31,072 - mmcls - INFO - Epoch [15][2700/5005] lr: 1.000e-01, eta: 16:33:06, time: 0.137, data_time: 0.000, loss: 2.3198 2022-11-02 09:25:44,561 - mmcls - INFO - Epoch [15][2800/5005] lr: 1.000e-01, eta: 16:32:49, time: 0.135, data_time: 0.000, loss: 2.3186 2022-11-02 09:25:58,199 - mmcls - INFO - Epoch [15][2900/5005] lr: 1.000e-01, eta: 16:32:33, time: 0.136, data_time: 0.000, loss: 2.3311 2022-11-02 09:26:11,831 - mmcls - INFO - Epoch [15][3000/5005] lr: 1.000e-01, eta: 16:32:18, time: 0.136, data_time: 0.000, loss: 2.3432 2022-11-02 09:26:25,561 - mmcls - INFO - Epoch [15][3100/5005] lr: 1.000e-01, eta: 16:32:03, time: 0.137, data_time: 0.000, loss: 2.3150 2022-11-02 09:26:39,390 - mmcls - INFO - Epoch [15][3200/5005] lr: 1.000e-01, eta: 16:31:48, time: 0.138, data_time: 0.000, loss: 2.3380 2022-11-02 09:26:53,246 - mmcls - INFO - Epoch [15][3300/5005] lr: 1.000e-01, eta: 16:31:34, time: 0.139, data_time: 0.000, loss: 2.3231 2022-11-02 09:27:07,004 - mmcls - INFO - Epoch [15][3400/5005] lr: 1.000e-01, eta: 16:31:19, time: 0.138, data_time: 0.000, loss: 2.3062 2022-11-02 09:27:20,650 - mmcls - INFO - Epoch [15][3500/5005] lr: 1.000e-01, eta: 16:31:03, time: 0.136, data_time: 0.000, loss: 2.3440 2022-11-02 09:27:34,298 - mmcls - INFO - Epoch [15][3600/5005] lr: 1.000e-01, eta: 16:30:48, time: 0.136, data_time: 0.000, loss: 2.3157 2022-11-02 09:27:48,027 - mmcls - INFO - Epoch [15][3700/5005] lr: 1.000e-01, eta: 16:30:33, time: 0.137, data_time: 0.000, loss: 2.3145 2022-11-02 09:28:01,540 - mmcls - INFO - Epoch [15][3800/5005] lr: 1.000e-01, eta: 16:30:16, time: 0.135, data_time: 0.000, loss: 2.2981 2022-11-02 09:28:15,191 - mmcls - INFO - Epoch [15][3900/5005] lr: 1.000e-01, eta: 16:30:01, time: 0.137, data_time: 0.000, loss: 2.3104 2022-11-02 09:28:29,013 - mmcls - INFO - Epoch [15][4000/5005] lr: 1.000e-01, eta: 16:29:46, time: 0.138, data_time: 0.000, loss: 2.3084 2022-11-02 09:28:42,597 - mmcls - INFO - Epoch [15][4100/5005] lr: 1.000e-01, eta: 16:29:30, time: 0.136, data_time: 0.000, loss: 2.3265 2022-11-02 09:28:56,318 - mmcls - INFO - Epoch [15][4200/5005] lr: 1.000e-01, eta: 16:29:15, time: 0.137, data_time: 0.000, loss: 2.3156 2022-11-02 09:29:10,026 - mmcls - INFO - Epoch [15][4300/5005] lr: 1.000e-01, eta: 16:29:00, time: 0.137, data_time: 0.000, loss: 2.3109 2022-11-02 09:29:23,709 - mmcls - INFO - Epoch [15][4400/5005] lr: 1.000e-01, eta: 16:28:45, time: 0.137, data_time: 0.000, loss: 2.3353 2022-11-02 09:29:37,314 - mmcls - INFO - Epoch [15][4500/5005] lr: 1.000e-01, eta: 16:28:29, time: 0.136, data_time: 0.000, loss: 2.3229 2022-11-02 09:29:51,092 - mmcls - INFO - Epoch [15][4600/5005] lr: 1.000e-01, eta: 16:28:14, time: 0.138, data_time: 0.000, loss: 2.3123 2022-11-02 09:30:04,651 - mmcls - INFO - Epoch [15][4700/5005] lr: 1.000e-01, eta: 16:27:58, time: 0.136, data_time: 0.000, loss: 2.3664 2022-11-02 09:30:18,505 - mmcls - INFO - Epoch [15][4800/5005] lr: 1.000e-01, eta: 16:27:44, time: 0.139, data_time: 0.000, loss: 2.3188 2022-11-02 09:30:32,205 - mmcls - INFO - Epoch [15][4900/5005] lr: 1.000e-01, eta: 16:27:29, time: 0.137, data_time: 0.000, loss: 2.3005 2022-11-02 09:30:45,937 - mmcls - INFO - Epoch [15][5000/5005] lr: 1.000e-01, eta: 16:27:14, time: 0.137, data_time: 0.000, loss: 2.3098 2022-11-02 09:30:46,618 - mmcls - INFO - Saving checkpoint at 15 epochs 2022-11-02 09:31:09,906 - mmcls - INFO - Epoch(val) [15][196] accuracy_top-1: 50.8880, accuracy_top-5: 76.4240 2022-11-02 09:31:25,603 - mmcls - INFO - Epoch [16][100/5005] lr: 1.000e-01, eta: 16:27:05, time: 0.157, data_time: 0.024, loss: 2.2945 2022-11-02 09:31:38,923 - mmcls - INFO - Epoch [16][200/5005] lr: 1.000e-01, eta: 16:26:48, time: 0.133, data_time: 0.000, loss: 2.2750 2022-11-02 09:31:52,327 - mmcls - INFO - Epoch [16][300/5005] lr: 1.000e-01, eta: 16:26:31, time: 0.134, data_time: 0.000, loss: 2.2724 2022-11-02 09:32:06,029 - mmcls - INFO - Epoch [16][400/5005] lr: 1.000e-01, eta: 16:26:16, time: 0.137, data_time: 0.000, loss: 2.2730 2022-11-02 09:32:19,563 - mmcls - INFO - Epoch [16][500/5005] lr: 1.000e-01, eta: 16:26:00, time: 0.135, data_time: 0.000, loss: 2.2822 2022-11-02 09:32:33,217 - mmcls - INFO - Epoch [16][600/5005] lr: 1.000e-01, eta: 16:25:44, time: 0.137, data_time: 0.000, loss: 2.2867 2022-11-02 09:32:46,905 - mmcls - INFO - Epoch [16][700/5005] lr: 1.000e-01, eta: 16:25:29, time: 0.137, data_time: 0.000, loss: 2.2842 2022-11-02 09:33:00,497 - mmcls - INFO - Epoch [16][800/5005] lr: 1.000e-01, eta: 16:25:13, time: 0.136, data_time: 0.000, loss: 2.3007 2022-11-02 09:33:14,099 - mmcls - INFO - Epoch [16][900/5005] lr: 1.000e-01, eta: 16:24:57, time: 0.136, data_time: 0.000, loss: 2.3107 2022-11-02 09:33:27,829 - mmcls - INFO - Epoch [16][1000/5005] lr: 1.000e-01, eta: 16:24:42, time: 0.137, data_time: 0.000, loss: 2.2901 2022-11-02 09:33:41,626 - mmcls - INFO - Epoch [16][1100/5005] lr: 1.000e-01, eta: 16:24:28, time: 0.138, data_time: 0.000, loss: 2.3072 2022-11-02 09:33:55,329 - mmcls - INFO - Epoch [16][1200/5005] lr: 1.000e-01, eta: 16:24:13, time: 0.137, data_time: 0.001, loss: 2.2829 2022-11-02 09:34:08,948 - mmcls - INFO - Epoch [16][1300/5005] lr: 1.000e-01, eta: 16:23:57, time: 0.136, data_time: 0.000, loss: 2.3010 2022-11-02 09:34:22,550 - mmcls - INFO - Epoch [16][1400/5005] lr: 1.000e-01, eta: 16:23:41, time: 0.136, data_time: 0.000, loss: 2.2928 2022-11-02 09:34:36,224 - mmcls - INFO - Epoch [16][1500/5005] lr: 1.000e-01, eta: 16:23:26, time: 0.137, data_time: 0.000, loss: 2.3129 2022-11-02 09:34:50,035 - mmcls - INFO - Epoch [16][1600/5005] lr: 1.000e-01, eta: 16:23:11, time: 0.138, data_time: 0.000, loss: 2.2831 2022-11-02 09:35:03,612 - mmcls - INFO - Epoch [16][1700/5005] lr: 1.000e-01, eta: 16:22:56, time: 0.136, data_time: 0.000, loss: 2.3421 2022-11-02 09:35:17,240 - mmcls - INFO - Epoch [16][1800/5005] lr: 1.000e-01, eta: 16:22:40, time: 0.136, data_time: 0.000, loss: 2.3210 2022-11-02 09:35:31,053 - mmcls - INFO - Epoch [16][1900/5005] lr: 1.000e-01, eta: 16:22:26, time: 0.138, data_time: 0.000, loss: 2.3171 2022-11-02 09:35:44,768 - mmcls - INFO - Epoch [16][2000/5005] lr: 1.000e-01, eta: 16:22:11, time: 0.137, data_time: 0.000, loss: 2.2929 2022-11-02 09:35:58,390 - mmcls - INFO - Epoch [16][2100/5005] lr: 1.000e-01, eta: 16:21:55, time: 0.136, data_time: 0.000, loss: 2.3214 2022-11-02 09:36:12,086 - mmcls - INFO - Epoch [16][2200/5005] lr: 1.000e-01, eta: 16:21:40, time: 0.137, data_time: 0.000, loss: 2.2889 2022-11-02 09:36:25,811 - mmcls - INFO - Epoch [16][2300/5005] lr: 1.000e-01, eta: 16:21:25, time: 0.137, data_time: 0.000, loss: 2.2822 2022-11-02 09:36:39,393 - mmcls - INFO - Epoch [16][2400/5005] lr: 1.000e-01, eta: 16:21:09, time: 0.136, data_time: 0.000, loss: 2.2945 2022-11-02 09:36:52,973 - mmcls - INFO - Epoch [16][2500/5005] lr: 1.000e-01, eta: 16:20:53, time: 0.136, data_time: 0.000, loss: 2.2900 2022-11-02 09:37:06,620 - mmcls - INFO - Epoch [16][2600/5005] lr: 1.000e-01, eta: 16:20:38, time: 0.136, data_time: 0.000, loss: 2.3149 2022-11-02 09:37:20,250 - mmcls - INFO - Epoch [16][2700/5005] lr: 1.000e-01, eta: 16:20:23, time: 0.136, data_time: 0.000, loss: 2.3450 2022-11-02 09:37:33,952 - mmcls - INFO - Epoch [16][2800/5005] lr: 1.000e-01, eta: 16:20:08, time: 0.137, data_time: 0.000, loss: 2.3223 2022-11-02 09:37:47,634 - mmcls - INFO - Epoch [16][2900/5005] lr: 1.000e-01, eta: 16:19:52, time: 0.137, data_time: 0.000, loss: 2.3293 2022-11-02 09:38:01,429 - mmcls - INFO - Epoch [16][3000/5005] lr: 1.000e-01, eta: 16:19:38, time: 0.138, data_time: 0.000, loss: 2.3190 2022-11-02 09:38:15,187 - mmcls - INFO - Epoch [16][3100/5005] lr: 1.000e-01, eta: 16:19:23, time: 0.138, data_time: 0.000, loss: 2.3399 2022-11-02 09:38:28,873 - mmcls - INFO - Epoch [16][3200/5005] lr: 1.000e-01, eta: 16:19:08, time: 0.137, data_time: 0.000, loss: 2.3150 2022-11-02 09:38:42,587 - mmcls - INFO - Epoch [16][3300/5005] lr: 1.000e-01, eta: 16:18:53, time: 0.137, data_time: 0.000, loss: 2.3033 2022-11-02 09:38:56,200 - mmcls - INFO - Epoch [16][3400/5005] lr: 1.000e-01, eta: 16:18:37, time: 0.136, data_time: 0.000, loss: 2.3029 2022-11-02 09:39:09,879 - mmcls - INFO - Epoch [16][3500/5005] lr: 1.000e-01, eta: 16:18:22, time: 0.137, data_time: 0.000, loss: 2.3268 2022-11-02 09:39:23,459 - mmcls - INFO - Epoch [16][3600/5005] lr: 1.000e-01, eta: 16:18:06, time: 0.136, data_time: 0.000, loss: 2.2854 2022-11-02 09:39:37,208 - mmcls - INFO - Epoch [16][3700/5005] lr: 1.000e-01, eta: 16:17:52, time: 0.137, data_time: 0.000, loss: 2.3199 2022-11-02 09:39:50,910 - mmcls - INFO - Epoch [16][3800/5005] lr: 1.000e-01, eta: 16:17:37, time: 0.137, data_time: 0.000, loss: 2.3090 2022-11-02 09:40:04,709 - mmcls - INFO - Epoch [16][3900/5005] lr: 1.000e-01, eta: 16:17:22, time: 0.138, data_time: 0.001, loss: 2.3055 2022-11-02 09:40:18,339 - mmcls - INFO - Epoch [16][4000/5005] lr: 1.000e-01, eta: 16:17:07, time: 0.136, data_time: 0.000, loss: 2.2917 2022-11-02 09:40:31,971 - mmcls - INFO - Epoch [16][4100/5005] lr: 1.000e-01, eta: 16:16:51, time: 0.136, data_time: 0.000, loss: 2.2930 2022-11-02 09:40:45,571 - mmcls - INFO - Epoch [16][4200/5005] lr: 1.000e-01, eta: 16:16:36, time: 0.136, data_time: 0.000, loss: 2.3293 2022-11-02 09:40:59,243 - mmcls - INFO - Epoch [16][4300/5005] lr: 1.000e-01, eta: 16:16:20, time: 0.137, data_time: 0.000, loss: 2.3190 2022-11-02 09:41:12,886 - mmcls - INFO - Epoch [16][4400/5005] lr: 1.000e-01, eta: 16:16:05, time: 0.136, data_time: 0.000, loss: 2.3116 2022-11-02 09:41:26,565 - mmcls - INFO - Epoch [16][4500/5005] lr: 1.000e-01, eta: 16:15:50, time: 0.137, data_time: 0.000, loss: 2.3204 2022-11-02 09:41:40,167 - mmcls - INFO - Epoch [16][4600/5005] lr: 1.000e-01, eta: 16:15:34, time: 0.136, data_time: 0.000, loss: 2.3073 2022-11-02 09:41:53,794 - mmcls - INFO - Epoch [16][4700/5005] lr: 1.000e-01, eta: 16:15:19, time: 0.136, data_time: 0.000, loss: 2.3185 2022-11-02 09:42:07,386 - mmcls - INFO - Epoch [16][4800/5005] lr: 1.000e-01, eta: 16:15:03, time: 0.136, data_time: 0.000, loss: 2.2885 2022-11-02 09:42:21,142 - mmcls - INFO - Epoch [16][4900/5005] lr: 1.000e-01, eta: 16:14:49, time: 0.138, data_time: 0.000, loss: 2.3080 2022-11-02 09:42:34,797 - mmcls - INFO - Epoch [16][5000/5005] lr: 1.000e-01, eta: 16:14:34, time: 0.137, data_time: 0.000, loss: 2.3164 2022-11-02 09:42:35,470 - mmcls - INFO - Saving checkpoint at 16 epochs 2022-11-02 09:42:58,819 - mmcls - INFO - Epoch(val) [16][196] accuracy_top-1: 47.2740, accuracy_top-5: 73.6460 2022-11-02 09:43:14,592 - mmcls - INFO - Epoch [17][100/5005] lr: 1.000e-01, eta: 16:14:25, time: 0.158, data_time: 0.024, loss: 2.2602 2022-11-02 09:43:28,089 - mmcls - INFO - Epoch [17][200/5005] lr: 1.000e-01, eta: 16:14:09, time: 0.135, data_time: 0.000, loss: 2.2474 2022-11-02 09:43:41,664 - mmcls - INFO - Epoch [17][300/5005] lr: 1.000e-01, eta: 16:13:53, time: 0.136, data_time: 0.000, loss: 2.2700 2022-11-02 09:43:55,195 - mmcls - INFO - Epoch [17][400/5005] lr: 1.000e-01, eta: 16:13:37, time: 0.135, data_time: 0.000, loss: 2.2386 2022-11-02 09:44:08,790 - mmcls - INFO - Epoch [17][500/5005] lr: 1.000e-01, eta: 16:13:22, time: 0.136, data_time: 0.000, loss: 2.2594 2022-11-02 09:44:22,524 - mmcls - INFO - Epoch [17][600/5005] lr: 1.000e-01, eta: 16:13:07, time: 0.137, data_time: 0.000, loss: 2.3050 2022-11-02 09:44:36,282 - mmcls - INFO - Epoch [17][700/5005] lr: 1.000e-01, eta: 16:12:52, time: 0.138, data_time: 0.000, loss: 2.2954 2022-11-02 09:44:50,005 - mmcls - INFO - Epoch [17][800/5005] lr: 1.000e-01, eta: 16:12:37, time: 0.137, data_time: 0.000, loss: 2.2805 2022-11-02 09:45:03,587 - mmcls - INFO - Epoch [17][900/5005] lr: 1.000e-01, eta: 16:12:22, time: 0.136, data_time: 0.000, loss: 2.2897 2022-11-02 09:45:17,325 - mmcls - INFO - Epoch [17][1000/5005] lr: 1.000e-01, eta: 16:12:07, time: 0.137, data_time: 0.000, loss: 2.2947 2022-11-02 09:45:31,042 - mmcls - INFO - Epoch [17][1100/5005] lr: 1.000e-01, eta: 16:11:52, time: 0.137, data_time: 0.000, loss: 2.3045 2022-11-02 09:45:44,892 - mmcls - INFO - Epoch [17][1200/5005] lr: 1.000e-01, eta: 16:11:38, time: 0.138, data_time: 0.000, loss: 2.2762 2022-11-02 09:45:58,588 - mmcls - INFO - Epoch [17][1300/5005] lr: 1.000e-01, eta: 16:11:23, time: 0.137, data_time: 0.000, loss: 2.2858 2022-11-02 09:46:12,277 - mmcls - INFO - Epoch [17][1400/5005] lr: 1.000e-01, eta: 16:11:08, time: 0.137, data_time: 0.000, loss: 2.3129 2022-11-02 09:46:26,035 - mmcls - INFO - Epoch [17][1500/5005] lr: 1.000e-01, eta: 16:10:53, time: 0.138, data_time: 0.000, loss: 2.2994 2022-11-02 09:46:39,585 - mmcls - INFO - Epoch [17][1600/5005] lr: 1.000e-01, eta: 16:10:38, time: 0.135, data_time: 0.000, loss: 2.3014 2022-11-02 09:46:53,212 - mmcls - INFO - Epoch [17][1700/5005] lr: 1.000e-01, eta: 16:10:22, time: 0.136, data_time: 0.000, loss: 2.3182 2022-11-02 09:47:06,832 - mmcls - INFO - Epoch [17][1800/5005] lr: 1.000e-01, eta: 16:10:07, time: 0.136, data_time: 0.000, loss: 2.2939 2022-11-02 09:47:20,559 - mmcls - INFO - Epoch [17][1900/5005] lr: 1.000e-01, eta: 16:09:52, time: 0.137, data_time: 0.000, loss: 2.3003 2022-11-02 09:47:34,232 - mmcls - INFO - Epoch [17][2000/5005] lr: 1.000e-01, eta: 16:09:37, time: 0.137, data_time: 0.000, loss: 2.3016 2022-11-02 09:47:48,114 - mmcls - INFO - Epoch [17][2100/5005] lr: 1.000e-01, eta: 16:09:23, time: 0.139, data_time: 0.000, loss: 2.3012 2022-11-02 09:48:01,687 - mmcls - INFO - Epoch [17][2200/5005] lr: 1.000e-01, eta: 16:09:07, time: 0.136, data_time: 0.000, loss: 2.2908 2022-11-02 09:48:15,291 - mmcls - INFO - Epoch [17][2300/5005] lr: 1.000e-01, eta: 16:08:52, time: 0.136, data_time: 0.000, loss: 2.3270 2022-11-02 09:48:28,959 - mmcls - INFO - Epoch [17][2400/5005] lr: 1.000e-01, eta: 16:08:37, time: 0.137, data_time: 0.000, loss: 2.2954 2022-11-02 09:48:42,510 - mmcls - INFO - Epoch [17][2500/5005] lr: 1.000e-01, eta: 16:08:21, time: 0.135, data_time: 0.000, loss: 2.2933 2022-11-02 09:48:56,001 - mmcls - INFO - Epoch [17][2600/5005] lr: 1.000e-01, eta: 16:08:05, time: 0.135, data_time: 0.000, loss: 2.3030 2022-11-02 09:49:09,668 - mmcls - INFO - Epoch [17][2700/5005] lr: 1.000e-01, eta: 16:07:50, time: 0.137, data_time: 0.000, loss: 2.3192 2022-11-02 09:49:23,376 - mmcls - INFO - Epoch [17][2800/5005] lr: 1.000e-01, eta: 16:07:35, time: 0.137, data_time: 0.000, loss: 2.3007 2022-11-02 09:49:37,162 - mmcls - INFO - Epoch [17][2900/5005] lr: 1.000e-01, eta: 16:07:21, time: 0.138, data_time: 0.000, loss: 2.2997 2022-11-02 09:49:50,804 - mmcls - INFO - Epoch [17][3000/5005] lr: 1.000e-01, eta: 16:07:05, time: 0.136, data_time: 0.000, loss: 2.2944 2022-11-02 09:50:04,591 - mmcls - INFO - Epoch [17][3100/5005] lr: 1.000e-01, eta: 16:06:51, time: 0.138, data_time: 0.000, loss: 2.3126 2022-11-02 09:50:18,265 - mmcls - INFO - Epoch [17][3200/5005] lr: 1.000e-01, eta: 16:06:36, time: 0.137, data_time: 0.000, loss: 2.2987 2022-11-02 09:50:32,017 - mmcls - INFO - Epoch [17][3300/5005] lr: 1.000e-01, eta: 16:06:21, time: 0.138, data_time: 0.000, loss: 2.3001 2022-11-02 09:50:45,742 - mmcls - INFO - Epoch [17][3400/5005] lr: 1.000e-01, eta: 16:06:06, time: 0.137, data_time: 0.000, loss: 2.3259 2022-11-02 09:50:59,401 - mmcls - INFO - Epoch [17][3500/5005] lr: 1.000e-01, eta: 16:05:51, time: 0.137, data_time: 0.000, loss: 2.3037 2022-11-02 09:51:13,051 - mmcls - INFO - Epoch [17][3600/5005] lr: 1.000e-01, eta: 16:05:36, time: 0.136, data_time: 0.000, loss: 2.3083 2022-11-02 09:51:26,776 - mmcls - INFO - Epoch [17][3700/5005] lr: 1.000e-01, eta: 16:05:21, time: 0.137, data_time: 0.000, loss: 2.2981 2022-11-02 09:51:40,391 - mmcls - INFO - Epoch [17][3800/5005] lr: 1.000e-01, eta: 16:05:06, time: 0.136, data_time: 0.000, loss: 2.2757 2022-11-02 09:51:54,180 - mmcls - INFO - Epoch [17][3900/5005] lr: 1.000e-01, eta: 16:04:52, time: 0.138, data_time: 0.000, loss: 2.2998 2022-11-02 09:52:07,880 - mmcls - INFO - Epoch [17][4000/5005] lr: 1.000e-01, eta: 16:04:37, time: 0.137, data_time: 0.000, loss: 2.2877 2022-11-02 09:52:21,609 - mmcls - INFO - Epoch [17][4100/5005] lr: 1.000e-01, eta: 16:04:22, time: 0.137, data_time: 0.000, loss: 2.3259 2022-11-02 09:52:35,236 - mmcls - INFO - Epoch [17][4200/5005] lr: 1.000e-01, eta: 16:04:07, time: 0.136, data_time: 0.000, loss: 2.3178 2022-11-02 09:52:48,860 - mmcls - INFO - Epoch [17][4300/5005] lr: 1.000e-01, eta: 16:03:52, time: 0.136, data_time: 0.000, loss: 2.3261 2022-11-02 09:53:02,513 - mmcls - INFO - Epoch [17][4400/5005] lr: 1.000e-01, eta: 16:03:36, time: 0.137, data_time: 0.000, loss: 2.3142 2022-11-02 09:53:16,297 - mmcls - INFO - Epoch [17][4500/5005] lr: 1.000e-01, eta: 16:03:22, time: 0.138, data_time: 0.000, loss: 2.2955 2022-11-02 09:53:29,993 - mmcls - INFO - Epoch [17][4600/5005] lr: 1.000e-01, eta: 16:03:07, time: 0.137, data_time: 0.000, loss: 2.2710 2022-11-02 09:53:43,672 - mmcls - INFO - Epoch [17][4700/5005] lr: 1.000e-01, eta: 16:02:52, time: 0.137, data_time: 0.000, loss: 2.3014 2022-11-02 09:53:57,323 - mmcls - INFO - Epoch [17][4800/5005] lr: 1.000e-01, eta: 16:02:37, time: 0.136, data_time: 0.000, loss: 2.2986 2022-11-02 09:54:10,974 - mmcls - INFO - Epoch [17][4900/5005] lr: 1.000e-01, eta: 16:02:22, time: 0.137, data_time: 0.000, loss: 2.3046 2022-11-02 09:54:24,656 - mmcls - INFO - Epoch [17][5000/5005] lr: 1.000e-01, eta: 16:02:07, time: 0.137, data_time: 0.000, loss: 2.2897 2022-11-02 09:54:25,303 - mmcls - INFO - Saving checkpoint at 17 epochs 2022-11-02 09:54:48,699 - mmcls - INFO - Epoch(val) [17][196] accuracy_top-1: 50.9480, accuracy_top-5: 76.6740 2022-11-02 09:55:04,579 - mmcls - INFO - Epoch [18][100/5005] lr: 1.000e-01, eta: 16:01:59, time: 0.159, data_time: 0.024, loss: 2.2502 2022-11-02 09:55:18,012 - mmcls - INFO - Epoch [18][200/5005] lr: 1.000e-01, eta: 16:01:42, time: 0.134, data_time: 0.000, loss: 2.2430 2022-11-02 09:55:31,655 - mmcls - INFO - Epoch [18][300/5005] lr: 1.000e-01, eta: 16:01:27, time: 0.136, data_time: 0.002, loss: 2.2669 2022-11-02 09:55:45,142 - mmcls - INFO - Epoch [18][400/5005] lr: 1.000e-01, eta: 16:01:11, time: 0.135, data_time: 0.000, loss: 2.2876 2022-11-02 09:55:58,664 - mmcls - INFO - Epoch [18][500/5005] lr: 1.000e-01, eta: 16:00:56, time: 0.135, data_time: 0.000, loss: 2.2422 2022-11-02 09:56:12,356 - mmcls - INFO - Epoch [18][600/5005] lr: 1.000e-01, eta: 16:00:41, time: 0.137, data_time: 0.000, loss: 2.2828 2022-11-02 09:56:25,941 - mmcls - INFO - Epoch [18][700/5005] lr: 1.000e-01, eta: 16:00:25, time: 0.136, data_time: 0.000, loss: 2.2740 2022-11-02 09:56:39,623 - mmcls - INFO - Epoch [18][800/5005] lr: 1.000e-01, eta: 16:00:10, time: 0.137, data_time: 0.000, loss: 2.2812 2022-11-02 09:56:53,220 - mmcls - INFO - Epoch [18][900/5005] lr: 1.000e-01, eta: 15:59:55, time: 0.136, data_time: 0.000, loss: 2.2795 2022-11-02 09:57:06,994 - mmcls - INFO - Epoch [18][1000/5005] lr: 1.000e-01, eta: 15:59:41, time: 0.138, data_time: 0.000, loss: 2.2461 2022-11-02 09:57:20,806 - mmcls - INFO - Epoch [18][1100/5005] lr: 1.000e-01, eta: 15:59:26, time: 0.138, data_time: 0.000, loss: 2.2618 2022-11-02 09:57:34,611 - mmcls - INFO - Epoch [18][1200/5005] lr: 1.000e-01, eta: 15:59:12, time: 0.138, data_time: 0.000, loss: 2.2906 2022-11-02 09:57:48,343 - mmcls - INFO - Epoch [18][1300/5005] lr: 1.000e-01, eta: 15:58:57, time: 0.137, data_time: 0.000, loss: 2.2597 2022-11-02 09:58:02,212 - mmcls - INFO - Epoch [18][1400/5005] lr: 1.000e-01, eta: 15:58:43, time: 0.139, data_time: 0.000, loss: 2.2756 2022-11-02 09:58:15,913 - mmcls - INFO - Epoch [18][1500/5005] lr: 1.000e-01, eta: 15:58:28, time: 0.137, data_time: 0.000, loss: 2.3024 2022-11-02 09:58:29,475 - mmcls - INFO - Epoch [18][1600/5005] lr: 1.000e-01, eta: 15:58:13, time: 0.136, data_time: 0.000, loss: 2.2663 2022-11-02 09:58:43,220 - mmcls - INFO - Epoch [18][1700/5005] lr: 1.000e-01, eta: 15:57:58, time: 0.137, data_time: 0.000, loss: 2.2991 2022-11-02 09:58:56,867 - mmcls - INFO - Epoch [18][1800/5005] lr: 1.000e-01, eta: 15:57:43, time: 0.136, data_time: 0.000, loss: 2.2565 2022-11-02 09:59:10,647 - mmcls - INFO - Epoch [18][1900/5005] lr: 1.000e-01, eta: 15:57:29, time: 0.138, data_time: 0.000, loss: 2.2965 2022-11-02 09:59:24,392 - mmcls - INFO - Epoch [18][2000/5005] lr: 1.000e-01, eta: 15:57:14, time: 0.137, data_time: 0.000, loss: 2.2827 2022-11-02 09:59:38,032 - mmcls - INFO - Epoch [18][2100/5005] lr: 1.000e-01, eta: 15:56:59, time: 0.136, data_time: 0.000, loss: 2.2755 2022-11-02 09:59:51,731 - mmcls - INFO - Epoch [18][2200/5005] lr: 1.000e-01, eta: 15:56:44, time: 0.137, data_time: 0.000, loss: 2.2838 2022-11-02 10:00:05,364 - mmcls - INFO - Epoch [18][2300/5005] lr: 1.000e-01, eta: 15:56:29, time: 0.136, data_time: 0.000, loss: 2.2976 2022-11-02 10:00:19,061 - mmcls - INFO - Epoch [18][2400/5005] lr: 1.000e-01, eta: 15:56:14, time: 0.137, data_time: 0.000, loss: 2.2780 2022-11-02 10:00:32,692 - mmcls - INFO - Epoch [18][2500/5005] lr: 1.000e-01, eta: 15:55:59, time: 0.136, data_time: 0.000, loss: 2.2789 2022-11-02 10:00:46,353 - mmcls - INFO - Epoch [18][2600/5005] lr: 1.000e-01, eta: 15:55:44, time: 0.137, data_time: 0.000, loss: 2.3063 2022-11-02 10:01:00,123 - mmcls - INFO - Epoch [18][2700/5005] lr: 1.000e-01, eta: 15:55:30, time: 0.138, data_time: 0.000, loss: 2.3127 2022-11-02 10:01:13,850 - mmcls - INFO - Epoch [18][2800/5005] lr: 1.000e-01, eta: 15:55:15, time: 0.137, data_time: 0.001, loss: 2.2928 2022-11-02 10:01:27,430 - mmcls - INFO - Epoch [18][2900/5005] lr: 1.000e-01, eta: 15:55:00, time: 0.136, data_time: 0.000, loss: 2.2936 2022-11-02 10:01:41,174 - mmcls - INFO - Epoch [18][3000/5005] lr: 1.000e-01, eta: 15:54:45, time: 0.137, data_time: 0.000, loss: 2.2419 2022-11-02 10:01:55,034 - mmcls - INFO - Epoch [18][3100/5005] lr: 1.000e-01, eta: 15:54:31, time: 0.139, data_time: 0.000, loss: 2.2971 2022-11-02 10:02:08,643 - mmcls - INFO - Epoch [18][3200/5005] lr: 1.000e-01, eta: 15:54:16, time: 0.136, data_time: 0.000, loss: 2.3038 2022-11-02 10:02:22,449 - mmcls - INFO - Epoch [18][3300/5005] lr: 1.000e-01, eta: 15:54:02, time: 0.138, data_time: 0.000, loss: 2.3049 2022-11-02 10:02:36,143 - mmcls - INFO - Epoch [18][3400/5005] lr: 1.000e-01, eta: 15:53:47, time: 0.137, data_time: 0.000, loss: 2.2954 2022-11-02 10:02:49,801 - mmcls - INFO - Epoch [18][3500/5005] lr: 1.000e-01, eta: 15:53:32, time: 0.137, data_time: 0.000, loss: 2.3077 2022-11-02 10:03:03,474 - mmcls - INFO - Epoch [18][3600/5005] lr: 1.000e-01, eta: 15:53:17, time: 0.137, data_time: 0.000, loss: 2.3096 2022-11-02 10:03:17,165 - mmcls - INFO - Epoch [18][3700/5005] lr: 1.000e-01, eta: 15:53:02, time: 0.137, data_time: 0.000, loss: 2.2999 2022-11-02 10:03:30,718 - mmcls - INFO - Epoch [18][3800/5005] lr: 1.000e-01, eta: 15:52:47, time: 0.136, data_time: 0.000, loss: 2.3021 2022-11-02 10:03:44,509 - mmcls - INFO - Epoch [18][3900/5005] lr: 1.000e-01, eta: 15:52:32, time: 0.138, data_time: 0.000, loss: 2.3016 2022-11-02 10:03:58,338 - mmcls - INFO - Epoch [18][4000/5005] lr: 1.000e-01, eta: 15:52:18, time: 0.138, data_time: 0.000, loss: 2.2688 2022-11-02 10:04:11,946 - mmcls - INFO - Epoch [18][4100/5005] lr: 1.000e-01, eta: 15:52:03, time: 0.136, data_time: 0.000, loss: 2.2949 2022-11-02 10:04:25,541 - mmcls - INFO - Epoch [18][4200/5005] lr: 1.000e-01, eta: 15:51:48, time: 0.136, data_time: 0.000, loss: 2.2962 2022-11-02 10:04:39,271 - mmcls - INFO - Epoch [18][4300/5005] lr: 1.000e-01, eta: 15:51:33, time: 0.137, data_time: 0.000, loss: 2.2885 2022-11-02 10:04:53,071 - mmcls - INFO - Epoch [18][4400/5005] lr: 1.000e-01, eta: 15:51:19, time: 0.138, data_time: 0.000, loss: 2.3226 2022-11-02 10:05:06,854 - mmcls - INFO - Epoch [18][4500/5005] lr: 1.000e-01, eta: 15:51:05, time: 0.138, data_time: 0.000, loss: 2.2952 2022-11-02 10:05:20,436 - mmcls - INFO - Epoch [18][4600/5005] lr: 1.000e-01, eta: 15:50:49, time: 0.136, data_time: 0.000, loss: 2.2978 2022-11-02 10:05:34,021 - mmcls - INFO - Epoch [18][4700/5005] lr: 1.000e-01, eta: 15:50:34, time: 0.136, data_time: 0.000, loss: 2.2816 2022-11-02 10:05:47,630 - mmcls - INFO - Epoch [18][4800/5005] lr: 1.000e-01, eta: 15:50:19, time: 0.136, data_time: 0.000, loss: 2.3201 2022-11-02 10:06:01,409 - mmcls - INFO - Epoch [18][4900/5005] lr: 1.000e-01, eta: 15:50:04, time: 0.138, data_time: 0.000, loss: 2.3032 2022-11-02 10:06:15,126 - mmcls - INFO - Epoch [18][5000/5005] lr: 1.000e-01, eta: 15:49:50, time: 0.137, data_time: 0.000, loss: 2.3092 2022-11-02 10:06:15,795 - mmcls - INFO - Saving checkpoint at 18 epochs 2022-11-02 10:06:39,266 - mmcls - INFO - Epoch(val) [18][196] accuracy_top-1: 52.9160, accuracy_top-5: 78.5380 2022-11-02 10:06:55,066 - mmcls - INFO - Epoch [19][100/5005] lr: 1.000e-01, eta: 15:49:41, time: 0.158, data_time: 0.024, loss: 2.2494 2022-11-02 10:07:08,580 - mmcls - INFO - Epoch [19][200/5005] lr: 1.000e-01, eta: 15:49:25, time: 0.135, data_time: 0.000, loss: 2.2499 2022-11-02 10:07:21,938 - mmcls - INFO - Epoch [19][300/5005] lr: 1.000e-01, eta: 15:49:09, time: 0.134, data_time: 0.000, loss: 2.2172 2022-11-02 10:07:35,621 - mmcls - INFO - Epoch [19][400/5005] lr: 1.000e-01, eta: 15:48:54, time: 0.137, data_time: 0.000, loss: 2.2646 2022-11-02 10:07:49,184 - mmcls - INFO - Epoch [19][500/5005] lr: 1.000e-01, eta: 15:48:39, time: 0.136, data_time: 0.000, loss: 2.2465 2022-11-02 10:08:02,786 - mmcls - INFO - Epoch [19][600/5005] lr: 1.000e-01, eta: 15:48:23, time: 0.136, data_time: 0.000, loss: 2.2643 2022-11-02 10:08:16,647 - mmcls - INFO - Epoch [19][700/5005] lr: 1.000e-01, eta: 15:48:09, time: 0.139, data_time: 0.000, loss: 2.2639 2022-11-02 10:08:30,289 - mmcls - INFO - Epoch [19][800/5005] lr: 1.000e-01, eta: 15:47:54, time: 0.136, data_time: 0.000, loss: 2.2589 2022-11-02 10:08:44,148 - mmcls - INFO - Epoch [19][900/5005] lr: 1.000e-01, eta: 15:47:40, time: 0.139, data_time: 0.000, loss: 2.2836 2022-11-02 10:08:58,011 - mmcls - INFO - Epoch [19][1000/5005] lr: 1.000e-01, eta: 15:47:26, time: 0.139, data_time: 0.000, loss: 2.2689 2022-11-02 10:09:11,654 - mmcls - INFO - Epoch [19][1100/5005] lr: 1.000e-01, eta: 15:47:12, time: 0.136, data_time: 0.000, loss: 2.2659 2022-11-02 10:09:25,285 - mmcls - INFO - Epoch [19][1200/5005] lr: 1.000e-01, eta: 15:46:56, time: 0.136, data_time: 0.000, loss: 2.2552 2022-11-02 10:09:38,914 - mmcls - INFO - Epoch [19][1300/5005] lr: 1.000e-01, eta: 15:46:41, time: 0.136, data_time: 0.000, loss: 2.2757 2022-11-02 10:09:52,548 - mmcls - INFO - Epoch [19][1400/5005] lr: 1.000e-01, eta: 15:46:26, time: 0.136, data_time: 0.001, loss: 2.2749 2022-11-02 10:10:06,240 - mmcls - INFO - Epoch [19][1500/5005] lr: 1.000e-01, eta: 15:46:12, time: 0.137, data_time: 0.000, loss: 2.2699 2022-11-02 10:10:20,049 - mmcls - INFO - Epoch [19][1600/5005] lr: 1.000e-01, eta: 15:45:57, time: 0.138, data_time: 0.001, loss: 2.2809 2022-11-02 10:10:33,743 - mmcls - INFO - Epoch [19][1700/5005] lr: 1.000e-01, eta: 15:45:43, time: 0.137, data_time: 0.000, loss: 2.3145 2022-11-02 10:10:47,344 - mmcls - INFO - Epoch [19][1800/5005] lr: 1.000e-01, eta: 15:45:28, time: 0.136, data_time: 0.000, loss: 2.3050 2022-11-02 10:11:01,153 - mmcls - INFO - Epoch [19][1900/5005] lr: 1.000e-01, eta: 15:45:13, time: 0.138, data_time: 0.000, loss: 2.2887 2022-11-02 10:11:14,843 - mmcls - INFO - Epoch [19][2000/5005] lr: 1.000e-01, eta: 15:44:59, time: 0.137, data_time: 0.000, loss: 2.2938 2022-11-02 10:11:28,368 - mmcls - INFO - Epoch [19][2100/5005] lr: 1.000e-01, eta: 15:44:43, time: 0.135, data_time: 0.000, loss: 2.2873 2022-11-02 10:11:42,120 - mmcls - INFO - Epoch [19][2200/5005] lr: 1.000e-01, eta: 15:44:29, time: 0.138, data_time: 0.000, loss: 2.2516 2022-11-02 10:11:56,041 - mmcls - INFO - Epoch [19][2300/5005] lr: 1.000e-01, eta: 15:44:15, time: 0.139, data_time: 0.000, loss: 2.3009 2022-11-02 10:12:09,560 - mmcls - INFO - Epoch [19][2400/5005] lr: 1.000e-01, eta: 15:43:59, time: 0.135, data_time: 0.000, loss: 2.2771 2022-11-02 10:12:23,196 - mmcls - INFO - Epoch [19][2500/5005] lr: 1.000e-01, eta: 15:43:45, time: 0.136, data_time: 0.000, loss: 2.2810 2022-11-02 10:12:36,811 - mmcls - INFO - Epoch [19][2600/5005] lr: 1.000e-01, eta: 15:43:29, time: 0.136, data_time: 0.000, loss: 2.2754 2022-11-02 10:12:50,491 - mmcls - INFO - Epoch [19][2700/5005] lr: 1.000e-01, eta: 15:43:15, time: 0.137, data_time: 0.000, loss: 2.2803 2022-11-02 10:13:04,171 - mmcls - INFO - Epoch [19][2800/5005] lr: 1.000e-01, eta: 15:43:00, time: 0.137, data_time: 0.000, loss: 2.2639 2022-11-02 10:13:17,769 - mmcls - INFO - Epoch [19][2900/5005] lr: 1.000e-01, eta: 15:42:45, time: 0.136, data_time: 0.000, loss: 2.2860 2022-11-02 10:13:31,419 - mmcls - INFO - Epoch [19][3000/5005] lr: 1.000e-01, eta: 15:42:30, time: 0.136, data_time: 0.000, loss: 2.2572 2022-11-02 10:13:45,120 - mmcls - INFO - Epoch [19][3100/5005] lr: 1.000e-01, eta: 15:42:15, time: 0.137, data_time: 0.000, loss: 2.2609 2022-11-02 10:13:58,844 - mmcls - INFO - Epoch [19][3200/5005] lr: 1.000e-01, eta: 15:42:01, time: 0.137, data_time: 0.000, loss: 2.2861 2022-11-02 10:14:12,570 - mmcls - INFO - Epoch [19][3300/5005] lr: 1.000e-01, eta: 15:41:46, time: 0.137, data_time: 0.000, loss: 2.2949 2022-11-02 10:14:26,320 - mmcls - INFO - Epoch [19][3400/5005] lr: 1.000e-01, eta: 15:41:32, time: 0.137, data_time: 0.000, loss: 2.2990 2022-11-02 10:14:39,883 - mmcls - INFO - Epoch [19][3500/5005] lr: 1.000e-01, eta: 15:41:16, time: 0.136, data_time: 0.000, loss: 2.2736 2022-11-02 10:14:53,497 - mmcls - INFO - Epoch [19][3600/5005] lr: 1.000e-01, eta: 15:41:01, time: 0.136, data_time: 0.000, loss: 2.2789 2022-11-02 10:15:07,265 - mmcls - INFO - Epoch [19][3700/5005] lr: 1.000e-01, eta: 15:40:47, time: 0.138, data_time: 0.000, loss: 2.2819 2022-11-02 10:15:20,802 - mmcls - INFO - Epoch [19][3800/5005] lr: 1.000e-01, eta: 15:40:32, time: 0.135, data_time: 0.000, loss: 2.2947 2022-11-02 10:15:34,541 - mmcls - INFO - Epoch [19][3900/5005] lr: 1.000e-01, eta: 15:40:17, time: 0.137, data_time: 0.000, loss: 2.2764 2022-11-02 10:15:48,215 - mmcls - INFO - Epoch [19][4000/5005] lr: 1.000e-01, eta: 15:40:02, time: 0.137, data_time: 0.000, loss: 2.3097 2022-11-02 10:16:01,799 - mmcls - INFO - Epoch [19][4100/5005] lr: 1.000e-01, eta: 15:39:47, time: 0.136, data_time: 0.000, loss: 2.2910 2022-11-02 10:16:15,588 - mmcls - INFO - Epoch [19][4200/5005] lr: 1.000e-01, eta: 15:39:33, time: 0.138, data_time: 0.000, loss: 2.2868 2022-11-02 10:16:29,269 - mmcls - INFO - Epoch [19][4300/5005] lr: 1.000e-01, eta: 15:39:18, time: 0.137, data_time: 0.000, loss: 2.2762 2022-11-02 10:16:43,078 - mmcls - INFO - Epoch [19][4400/5005] lr: 1.000e-01, eta: 15:39:04, time: 0.138, data_time: 0.000, loss: 2.2886 2022-11-02 10:16:56,713 - mmcls - INFO - Epoch [19][4500/5005] lr: 1.000e-01, eta: 15:38:49, time: 0.136, data_time: 0.000, loss: 2.2706 2022-11-02 10:17:10,316 - mmcls - INFO - Epoch [19][4600/5005] lr: 1.000e-01, eta: 15:38:34, time: 0.136, data_time: 0.000, loss: 2.3168 2022-11-02 10:17:24,045 - mmcls - INFO - Epoch [19][4700/5005] lr: 1.000e-01, eta: 15:38:20, time: 0.137, data_time: 0.000, loss: 2.2525 2022-11-02 10:17:37,560 - mmcls - INFO - Epoch [19][4800/5005] lr: 1.000e-01, eta: 15:38:04, time: 0.135, data_time: 0.000, loss: 2.2723 2022-11-02 10:17:51,241 - mmcls - INFO - Epoch [19][4900/5005] lr: 1.000e-01, eta: 15:37:49, time: 0.137, data_time: 0.000, loss: 2.2914 2022-11-02 10:18:05,081 - mmcls - INFO - Epoch [19][5000/5005] lr: 1.000e-01, eta: 15:37:35, time: 0.138, data_time: 0.000, loss: 2.3038 2022-11-02 10:18:05,732 - mmcls - INFO - Saving checkpoint at 19 epochs 2022-11-02 10:18:29,158 - mmcls - INFO - Epoch(val) [19][196] accuracy_top-1: 53.5820, accuracy_top-5: 79.0580 2022-11-02 10:18:44,811 - mmcls - INFO - Epoch [20][100/5005] lr: 1.000e-01, eta: 15:37:25, time: 0.157, data_time: 0.024, loss: 2.2361 2022-11-02 10:18:58,238 - mmcls - INFO - Epoch [20][200/5005] lr: 1.000e-01, eta: 15:37:10, time: 0.134, data_time: 0.000, loss: 2.2203 2022-11-02 10:19:11,899 - mmcls - INFO - Epoch [20][300/5005] lr: 1.000e-01, eta: 15:36:55, time: 0.137, data_time: 0.000, loss: 2.2079 2022-11-02 10:19:25,505 - mmcls - INFO - Epoch [20][400/5005] lr: 1.000e-01, eta: 15:36:40, time: 0.136, data_time: 0.000, loss: 2.2457 2022-11-02 10:19:38,879 - mmcls - INFO - Epoch [20][500/5005] lr: 1.000e-01, eta: 15:36:24, time: 0.134, data_time: 0.000, loss: 2.2564 2022-11-02 10:19:52,497 - mmcls - INFO - Epoch [20][600/5005] lr: 1.000e-01, eta: 15:36:09, time: 0.136, data_time: 0.000, loss: 2.2465 2022-11-02 10:20:06,241 - mmcls - INFO - Epoch [20][700/5005] lr: 1.000e-01, eta: 15:35:54, time: 0.137, data_time: 0.000, loss: 2.2555 2022-11-02 10:20:19,929 - mmcls - INFO - Epoch [20][800/5005] lr: 1.000e-01, eta: 15:35:40, time: 0.137, data_time: 0.000, loss: 2.2718 2022-11-02 10:20:33,609 - mmcls - INFO - Epoch [20][900/5005] lr: 1.000e-01, eta: 15:35:25, time: 0.137, data_time: 0.000, loss: 2.2551 2022-11-02 10:20:47,271 - mmcls - INFO - Epoch [20][1000/5005] lr: 1.000e-01, eta: 15:35:10, time: 0.137, data_time: 0.000, loss: 2.2563 2022-11-02 10:21:00,976 - mmcls - INFO - Epoch [20][1100/5005] lr: 1.000e-01, eta: 15:34:56, time: 0.137, data_time: 0.000, loss: 2.2765 2022-11-02 10:21:14,683 - mmcls - INFO - Epoch [20][1200/5005] lr: 1.000e-01, eta: 15:34:41, time: 0.137, data_time: 0.000, loss: 2.2730 2022-11-02 10:21:28,310 - mmcls - INFO - Epoch [20][1300/5005] lr: 1.000e-01, eta: 15:34:26, time: 0.136, data_time: 0.000, loss: 2.2517 2022-11-02 10:21:42,093 - mmcls - INFO - Epoch [20][1400/5005] lr: 1.000e-01, eta: 15:34:12, time: 0.138, data_time: 0.000, loss: 2.2432 2022-11-02 10:21:55,658 - mmcls - INFO - Epoch [20][1500/5005] lr: 1.000e-01, eta: 15:33:57, time: 0.136, data_time: 0.000, loss: 2.2683 2022-11-02 10:22:09,291 - mmcls - INFO - Epoch [20][1600/5005] lr: 1.000e-01, eta: 15:33:42, time: 0.136, data_time: 0.000, loss: 2.2776 2022-11-02 10:22:23,062 - mmcls - INFO - Epoch [20][1700/5005] lr: 1.000e-01, eta: 15:33:27, time: 0.138, data_time: 0.000, loss: 2.2827 2022-11-02 10:22:36,767 - mmcls - INFO - Epoch [20][1800/5005] lr: 1.000e-01, eta: 15:33:13, time: 0.137, data_time: 0.000, loss: 2.2771 2022-11-02 10:22:50,468 - mmcls - INFO - Epoch [20][1900/5005] lr: 1.000e-01, eta: 15:32:58, time: 0.137, data_time: 0.000, loss: 2.2644 2022-11-02 10:23:04,114 - mmcls - INFO - Epoch [20][2000/5005] lr: 1.000e-01, eta: 15:32:43, time: 0.136, data_time: 0.000, loss: 2.2759 2022-11-02 10:23:17,847 - mmcls - INFO - Epoch [20][2100/5005] lr: 1.000e-01, eta: 15:32:29, time: 0.137, data_time: 0.000, loss: 2.2554 2022-11-02 10:23:31,634 - mmcls - INFO - Epoch [20][2200/5005] lr: 1.000e-01, eta: 15:32:15, time: 0.138, data_time: 0.000, loss: 2.2890 2022-11-02 10:23:45,213 - mmcls - INFO - Epoch [20][2300/5005] lr: 1.000e-01, eta: 15:32:00, time: 0.136, data_time: 0.000, loss: 2.2788 2022-11-02 10:23:58,924 - mmcls - INFO - Epoch [20][2400/5005] lr: 1.000e-01, eta: 15:31:45, time: 0.137, data_time: 0.000, loss: 2.2797 2022-11-02 10:24:12,468 - mmcls - INFO - Epoch [20][2500/5005] lr: 1.000e-01, eta: 15:31:30, time: 0.135, data_time: 0.000, loss: 2.3086 2022-11-02 10:24:26,174 - mmcls - INFO - Epoch [20][2600/5005] lr: 1.000e-01, eta: 15:31:15, time: 0.137, data_time: 0.000, loss: 2.2802 2022-11-02 10:24:39,793 - mmcls - INFO - Epoch [20][2700/5005] lr: 1.000e-01, eta: 15:31:00, time: 0.136, data_time: 0.000, loss: 2.2846 2022-11-02 10:24:53,385 - mmcls - INFO - Epoch [20][2800/5005] lr: 1.000e-01, eta: 15:30:45, time: 0.136, data_time: 0.000, loss: 2.2693 2022-11-02 10:25:07,084 - mmcls - INFO - Epoch [20][2900/5005] lr: 1.000e-01, eta: 15:30:31, time: 0.137, data_time: 0.000, loss: 2.3015 2022-11-02 10:25:20,721 - mmcls - INFO - Epoch [20][3000/5005] lr: 1.000e-01, eta: 15:30:16, time: 0.136, data_time: 0.000, loss: 2.2803 2022-11-02 10:25:34,412 - mmcls - INFO - Epoch [20][3100/5005] lr: 1.000e-01, eta: 15:30:01, time: 0.137, data_time: 0.000, loss: 2.2657 2022-11-02 10:25:48,061 - mmcls - INFO - Epoch [20][3200/5005] lr: 1.000e-01, eta: 15:29:47, time: 0.136, data_time: 0.000, loss: 2.2941 2022-11-02 10:26:01,615 - mmcls - INFO - Epoch [20][3300/5005] lr: 1.000e-01, eta: 15:29:31, time: 0.136, data_time: 0.000, loss: 2.2543 2022-11-02 10:26:15,382 - mmcls - INFO - Epoch [20][3400/5005] lr: 1.000e-01, eta: 15:29:17, time: 0.138, data_time: 0.000, loss: 2.2631 2022-11-02 10:26:29,178 - mmcls - INFO - Epoch [20][3500/5005] lr: 1.000e-01, eta: 15:29:03, time: 0.138, data_time: 0.000, loss: 2.2989 2022-11-02 10:26:42,835 - mmcls - INFO - Epoch [20][3600/5005] lr: 1.000e-01, eta: 15:28:48, time: 0.137, data_time: 0.000, loss: 2.2662 2022-11-02 10:26:56,483 - mmcls - INFO - Epoch [20][3700/5005] lr: 1.000e-01, eta: 15:28:33, time: 0.136, data_time: 0.000, loss: 2.2865 2022-11-02 10:27:10,147 - mmcls - INFO - Epoch [20][3800/5005] lr: 1.000e-01, eta: 15:28:19, time: 0.137, data_time: 0.000, loss: 2.2580 2022-11-02 10:27:23,988 - mmcls - INFO - Epoch [20][3900/5005] lr: 1.000e-01, eta: 15:28:05, time: 0.138, data_time: 0.000, loss: 2.2984 2022-11-02 10:27:37,771 - mmcls - INFO - Epoch [20][4000/5005] lr: 1.000e-01, eta: 15:27:51, time: 0.138, data_time: 0.000, loss: 2.2860 2022-11-02 10:27:51,268 - mmcls - INFO - Epoch [20][4100/5005] lr: 1.000e-01, eta: 15:27:35, time: 0.135, data_time: 0.000, loss: 2.2822 2022-11-02 10:28:04,972 - mmcls - INFO - Epoch [20][4200/5005] lr: 1.000e-01, eta: 15:27:21, time: 0.137, data_time: 0.000, loss: 2.2630 2022-11-02 10:28:18,664 - mmcls - INFO - Epoch [20][4300/5005] lr: 1.000e-01, eta: 15:27:06, time: 0.137, data_time: 0.000, loss: 2.2821 2022-11-02 10:28:32,441 - mmcls - INFO - Epoch [20][4400/5005] lr: 1.000e-01, eta: 15:26:52, time: 0.138, data_time: 0.000, loss: 2.2967 2022-11-02 10:28:46,166 - mmcls - INFO - Epoch [20][4500/5005] lr: 1.000e-01, eta: 15:26:37, time: 0.137, data_time: 0.000, loss: 2.2753 2022-11-02 10:28:59,918 - mmcls - INFO - Epoch [20][4600/5005] lr: 1.000e-01, eta: 15:26:23, time: 0.138, data_time: 0.000, loss: 2.2658 2022-11-02 10:29:13,512 - mmcls - INFO - Epoch [20][4700/5005] lr: 1.000e-01, eta: 15:26:08, time: 0.136, data_time: 0.000, loss: 2.2611 2022-11-02 10:29:27,227 - mmcls - INFO - Epoch [20][4800/5005] lr: 1.000e-01, eta: 15:25:54, time: 0.137, data_time: 0.000, loss: 2.2670 2022-11-02 10:29:40,966 - mmcls - INFO - Epoch [20][4900/5005] lr: 1.000e-01, eta: 15:25:39, time: 0.137, data_time: 0.000, loss: 2.2931 2022-11-02 10:29:54,791 - mmcls - INFO - Epoch [20][5000/5005] lr: 1.000e-01, eta: 15:25:25, time: 0.138, data_time: 0.000, loss: 2.2886 2022-11-02 10:29:55,437 - mmcls - INFO - Saving checkpoint at 20 epochs 2022-11-02 10:30:18,747 - mmcls - INFO - Epoch(val) [20][196] accuracy_top-1: 52.6600, accuracy_top-5: 78.1720 2022-11-02 10:30:34,527 - mmcls - INFO - Epoch [21][100/5005] lr: 1.000e-01, eta: 15:25:15, time: 0.158, data_time: 0.024, loss: 2.2092 2022-11-02 10:30:48,238 - mmcls - INFO - Epoch [21][200/5005] lr: 1.000e-01, eta: 15:25:01, time: 0.137, data_time: 0.000, loss: 2.2356 2022-11-02 10:31:01,927 - mmcls - INFO - Epoch [21][300/5005] lr: 1.000e-01, eta: 15:24:46, time: 0.137, data_time: 0.000, loss: 2.2365 2022-11-02 10:31:15,385 - mmcls - INFO - Epoch [21][400/5005] lr: 1.000e-01, eta: 15:24:31, time: 0.135, data_time: 0.000, loss: 2.2280 2022-11-02 10:31:28,848 - mmcls - INFO - Epoch [21][500/5005] lr: 1.000e-01, eta: 15:24:15, time: 0.135, data_time: 0.000, loss: 2.2512 2022-11-02 10:31:42,502 - mmcls - INFO - Epoch [21][600/5005] lr: 1.000e-01, eta: 15:24:01, time: 0.137, data_time: 0.000, loss: 2.2475 2022-11-02 10:31:56,114 - mmcls - INFO - Epoch [21][700/5005] lr: 1.000e-01, eta: 15:23:46, time: 0.136, data_time: 0.000, loss: 2.2797 2022-11-02 10:32:09,881 - mmcls - INFO - Epoch [21][800/5005] lr: 1.000e-01, eta: 15:23:31, time: 0.138, data_time: 0.000, loss: 2.2776 2022-11-02 10:32:23,539 - mmcls - INFO - Epoch [21][900/5005] lr: 1.000e-01, eta: 15:23:17, time: 0.137, data_time: 0.000, loss: 2.2469 2022-11-02 10:32:37,172 - mmcls - INFO - Epoch [21][1000/5005] lr: 1.000e-01, eta: 15:23:02, time: 0.136, data_time: 0.000, loss: 2.2564 2022-11-02 10:32:50,801 - mmcls - INFO - Epoch [21][1100/5005] lr: 1.000e-01, eta: 15:22:47, time: 0.136, data_time: 0.000, loss: 2.2309 2022-11-02 10:33:04,550 - mmcls - INFO - Epoch [21][1200/5005] lr: 1.000e-01, eta: 15:22:33, time: 0.137, data_time: 0.000, loss: 2.2476 2022-11-02 10:33:18,168 - mmcls - INFO - Epoch [21][1300/5005] lr: 1.000e-01, eta: 15:22:18, time: 0.136, data_time: 0.000, loss: 2.2504 2022-11-02 10:33:31,843 - mmcls - INFO - Epoch [21][1400/5005] lr: 1.000e-01, eta: 15:22:03, time: 0.137, data_time: 0.000, loss: 2.2781 2022-11-02 10:33:45,690 - mmcls - INFO - Epoch [21][1500/5005] lr: 1.000e-01, eta: 15:21:49, time: 0.138, data_time: 0.000, loss: 2.2751 2022-11-02 10:33:59,339 - mmcls - INFO - Epoch [21][1600/5005] lr: 1.000e-01, eta: 15:21:35, time: 0.136, data_time: 0.000, loss: 2.2572 2022-11-02 10:34:13,015 - mmcls - INFO - Epoch [21][1700/5005] lr: 1.000e-01, eta: 15:21:20, time: 0.137, data_time: 0.000, loss: 2.2364 2022-11-02 10:34:26,723 - mmcls - INFO - Epoch [21][1800/5005] lr: 1.000e-01, eta: 15:21:06, time: 0.137, data_time: 0.000, loss: 2.2458 2022-11-02 10:34:40,410 - mmcls - INFO - Epoch [21][1900/5005] lr: 1.000e-01, eta: 15:20:51, time: 0.137, data_time: 0.000, loss: 2.2807 2022-11-02 10:34:54,168 - mmcls - INFO - Epoch [21][2000/5005] lr: 1.000e-01, eta: 15:20:37, time: 0.138, data_time: 0.000, loss: 2.2688 2022-11-02 10:35:07,808 - mmcls - INFO - Epoch [21][2100/5005] lr: 1.000e-01, eta: 15:20:22, time: 0.136, data_time: 0.000, loss: 2.2460 2022-11-02 10:35:21,522 - mmcls - INFO - Epoch [21][2200/5005] lr: 1.000e-01, eta: 15:20:08, time: 0.137, data_time: 0.000, loss: 2.2740 2022-11-02 10:35:35,308 - mmcls - INFO - Epoch [21][2300/5005] lr: 1.000e-01, eta: 15:19:53, time: 0.138, data_time: 0.000, loss: 2.2658 2022-11-02 10:35:49,207 - mmcls - INFO - Epoch [21][2400/5005] lr: 1.000e-01, eta: 15:19:40, time: 0.139, data_time: 0.000, loss: 2.2540 2022-11-02 10:36:02,909 - mmcls - INFO - Epoch [21][2500/5005] lr: 1.000e-01, eta: 15:19:25, time: 0.137, data_time: 0.000, loss: 2.2663 2022-11-02 10:36:16,665 - mmcls - INFO - Epoch [21][2600/5005] lr: 1.000e-01, eta: 15:19:11, time: 0.138, data_time: 0.000, loss: 2.2826 2022-11-02 10:36:30,405 - mmcls - INFO - Epoch [21][2700/5005] lr: 1.000e-01, eta: 15:18:56, time: 0.137, data_time: 0.000, loss: 2.2645 2022-11-02 10:36:43,952 - mmcls - INFO - Epoch [21][2800/5005] lr: 1.000e-01, eta: 15:18:41, time: 0.135, data_time: 0.000, loss: 2.2653 2022-11-02 10:36:57,628 - mmcls - INFO - Epoch [21][2900/5005] lr: 1.000e-01, eta: 15:18:27, time: 0.137, data_time: 0.000, loss: 2.2768 2022-11-02 10:37:11,286 - mmcls - INFO - Epoch [21][3000/5005] lr: 1.000e-01, eta: 15:18:12, time: 0.137, data_time: 0.000, loss: 2.2630 2022-11-02 10:37:25,056 - mmcls - INFO - Epoch [21][3100/5005] lr: 1.000e-01, eta: 15:17:58, time: 0.138, data_time: 0.000, loss: 2.2810 2022-11-02 10:37:39,042 - mmcls - INFO - Epoch [21][3200/5005] lr: 1.000e-01, eta: 15:17:44, time: 0.140, data_time: 0.000, loss: 2.2619 2022-11-02 10:37:52,778 - mmcls - INFO - Epoch [21][3300/5005] lr: 1.000e-01, eta: 15:17:30, time: 0.137, data_time: 0.000, loss: 2.2872 2022-11-02 10:38:06,350 - mmcls - INFO - Epoch [21][3400/5005] lr: 1.000e-01, eta: 15:17:15, time: 0.136, data_time: 0.000, loss: 2.2557 2022-11-02 10:38:20,110 - mmcls - INFO - Epoch [21][3500/5005] lr: 1.000e-01, eta: 15:17:01, time: 0.138, data_time: 0.000, loss: 2.2802 2022-11-02 10:38:33,935 - mmcls - INFO - Epoch [21][3600/5005] lr: 1.000e-01, eta: 15:16:47, time: 0.138, data_time: 0.000, loss: 2.2856 2022-11-02 10:38:47,541 - mmcls - INFO - Epoch [21][3700/5005] lr: 1.000e-01, eta: 15:16:32, time: 0.136, data_time: 0.000, loss: 2.2771 2022-11-02 10:39:01,191 - mmcls - INFO - Epoch [21][3800/5005] lr: 1.000e-01, eta: 15:16:17, time: 0.136, data_time: 0.000, loss: 2.2958 2022-11-02 10:39:15,011 - mmcls - INFO - Epoch [21][3900/5005] lr: 1.000e-01, eta: 15:16:03, time: 0.138, data_time: 0.000, loss: 2.2654 2022-11-02 10:39:28,754 - mmcls - INFO - Epoch [21][4000/5005] lr: 1.000e-01, eta: 15:15:49, time: 0.137, data_time: 0.000, loss: 2.2339 2022-11-02 10:39:42,616 - mmcls - INFO - Epoch [21][4100/5005] lr: 1.000e-01, eta: 15:15:35, time: 0.139, data_time: 0.000, loss: 2.2451 2022-11-02 10:39:56,358 - mmcls - INFO - Epoch [21][4200/5005] lr: 1.000e-01, eta: 15:15:21, time: 0.137, data_time: 0.000, loss: 2.2715 2022-11-02 10:40:09,959 - mmcls - INFO - Epoch [21][4300/5005] lr: 1.000e-01, eta: 15:15:06, time: 0.136, data_time: 0.000, loss: 2.2454 2022-11-02 10:40:23,559 - mmcls - INFO - Epoch [21][4400/5005] lr: 1.000e-01, eta: 15:14:51, time: 0.136, data_time: 0.000, loss: 2.2707 2022-11-02 10:40:37,370 - mmcls - INFO - Epoch [21][4500/5005] lr: 1.000e-01, eta: 15:14:37, time: 0.138, data_time: 0.000, loss: 2.2991 2022-11-02 10:40:50,888 - mmcls - INFO - Epoch [21][4600/5005] lr: 1.000e-01, eta: 15:14:22, time: 0.135, data_time: 0.000, loss: 2.2990 2022-11-02 10:41:04,524 - mmcls - INFO - Epoch [21][4700/5005] lr: 1.000e-01, eta: 15:14:07, time: 0.136, data_time: 0.000, loss: 2.2999 2022-11-02 10:41:18,099 - mmcls - INFO - Epoch [21][4800/5005] lr: 1.000e-01, eta: 15:13:52, time: 0.136, data_time: 0.000, loss: 2.2758 2022-11-02 10:41:31,683 - mmcls - INFO - Epoch [21][4900/5005] lr: 1.000e-01, eta: 15:13:37, time: 0.136, data_time: 0.000, loss: 2.2692 2022-11-02 10:41:45,363 - mmcls - INFO - Epoch [21][5000/5005] lr: 1.000e-01, eta: 15:13:23, time: 0.137, data_time: 0.000, loss: 2.2820 2022-11-02 10:41:46,062 - mmcls - INFO - Saving checkpoint at 21 epochs 2022-11-02 10:42:09,769 - mmcls - INFO - Epoch(val) [21][196] accuracy_top-1: 53.6980, accuracy_top-5: 79.0660 2022-11-02 10:42:25,489 - mmcls - INFO - Epoch [22][100/5005] lr: 1.000e-01, eta: 15:13:13, time: 0.157, data_time: 0.024, loss: 2.2117 2022-11-02 10:42:39,151 - mmcls - INFO - Epoch [22][200/5005] lr: 1.000e-01, eta: 15:12:58, time: 0.137, data_time: 0.000, loss: 2.2144 2022-11-02 10:42:52,615 - mmcls - INFO - Epoch [22][300/5005] lr: 1.000e-01, eta: 15:12:43, time: 0.135, data_time: 0.000, loss: 2.2033 2022-11-02 10:43:05,994 - mmcls - INFO - Epoch [22][400/5005] lr: 1.000e-01, eta: 15:12:27, time: 0.134, data_time: 0.000, loss: 2.2362 2022-11-02 10:43:19,594 - mmcls - INFO - Epoch [22][500/5005] lr: 1.000e-01, eta: 15:12:12, time: 0.136, data_time: 0.000, loss: 2.2570 2022-11-02 10:43:33,303 - mmcls - INFO - Epoch [22][600/5005] lr: 1.000e-01, eta: 15:11:58, time: 0.137, data_time: 0.000, loss: 2.2458 2022-11-02 10:43:46,959 - mmcls - INFO - Epoch [22][700/5005] lr: 1.000e-01, eta: 15:11:43, time: 0.137, data_time: 0.000, loss: 2.2350 2022-11-02 10:44:00,659 - mmcls - INFO - Epoch [22][800/5005] lr: 1.000e-01, eta: 15:11:29, time: 0.137, data_time: 0.000, loss: 2.2417 2022-11-02 10:44:14,332 - mmcls - INFO - Epoch [22][900/5005] lr: 1.000e-01, eta: 15:11:14, time: 0.137, data_time: 0.000, loss: 2.2524 2022-11-02 10:44:28,097 - mmcls - INFO - Epoch [22][1000/5005] lr: 1.000e-01, eta: 15:11:00, time: 0.138, data_time: 0.000, loss: 2.2569 2022-11-02 10:44:41,716 - mmcls - INFO - Epoch [22][1100/5005] lr: 1.000e-01, eta: 15:10:45, time: 0.136, data_time: 0.000, loss: 2.2453 2022-11-02 10:44:55,368 - mmcls - INFO - Epoch [22][1200/5005] lr: 1.000e-01, eta: 15:10:30, time: 0.137, data_time: 0.000, loss: 2.2068 2022-11-02 10:45:09,014 - mmcls - INFO - Epoch [22][1300/5005] lr: 1.000e-01, eta: 15:10:16, time: 0.136, data_time: 0.000, loss: 2.2434 2022-11-02 10:45:22,843 - mmcls - INFO - Epoch [22][1400/5005] lr: 1.000e-01, eta: 15:10:02, time: 0.138, data_time: 0.000, loss: 2.2476 2022-11-02 10:45:36,497 - mmcls - INFO - Epoch [22][1500/5005] lr: 1.000e-01, eta: 15:09:47, time: 0.137, data_time: 0.000, loss: 2.2503 2022-11-02 10:45:50,128 - mmcls - INFO - Epoch [22][1600/5005] lr: 1.000e-01, eta: 15:09:32, time: 0.136, data_time: 0.000, loss: 2.2611 2022-11-02 10:46:03,782 - mmcls - INFO - Epoch [22][1700/5005] lr: 1.000e-01, eta: 15:09:18, time: 0.137, data_time: 0.000, loss: 2.2560 2022-11-02 10:46:17,560 - mmcls - INFO - Epoch [22][1800/5005] lr: 1.000e-01, eta: 15:09:04, time: 0.138, data_time: 0.000, loss: 2.2434 2022-11-02 10:46:31,333 - mmcls - INFO - Epoch [22][1900/5005] lr: 1.000e-01, eta: 15:08:50, time: 0.138, data_time: 0.000, loss: 2.2682 2022-11-02 10:46:44,871 - mmcls - INFO - Epoch [22][2000/5005] lr: 1.000e-01, eta: 15:08:34, time: 0.135, data_time: 0.000, loss: 2.2525 2022-11-02 10:46:58,454 - mmcls - INFO - Epoch [22][2100/5005] lr: 1.000e-01, eta: 15:08:20, time: 0.136, data_time: 0.000, loss: 2.2790 2022-11-02 10:47:11,923 - mmcls - INFO - Epoch [22][2200/5005] lr: 1.000e-01, eta: 15:08:04, time: 0.135, data_time: 0.000, loss: 2.2569 2022-11-02 10:47:25,483 - mmcls - INFO - Epoch [22][2300/5005] lr: 1.000e-01, eta: 15:07:49, time: 0.136, data_time: 0.000, loss: 2.2552 2022-11-02 10:47:39,249 - mmcls - INFO - Epoch [22][2400/5005] lr: 1.000e-01, eta: 15:07:35, time: 0.138, data_time: 0.000, loss: 2.2551 2022-11-02 10:47:53,046 - mmcls - INFO - Epoch [22][2500/5005] lr: 1.000e-01, eta: 15:07:21, time: 0.138, data_time: 0.000, loss: 2.2731 2022-11-02 10:48:06,808 - mmcls - INFO - Epoch [22][2600/5005] lr: 1.000e-01, eta: 15:07:07, time: 0.138, data_time: 0.000, loss: 2.2720 2022-11-02 10:48:20,438 - mmcls - INFO - Epoch [22][2700/5005] lr: 1.000e-01, eta: 15:06:52, time: 0.136, data_time: 0.000, loss: 2.2632 2022-11-02 10:48:34,273 - mmcls - INFO - Epoch [22][2800/5005] lr: 1.000e-01, eta: 15:06:38, time: 0.138, data_time: 0.000, loss: 2.2331 2022-11-02 10:48:47,930 - mmcls - INFO - Epoch [22][2900/5005] lr: 1.000e-01, eta: 15:06:24, time: 0.137, data_time: 0.000, loss: 2.2811 2022-11-02 10:49:01,470 - mmcls - INFO - Epoch [22][3000/5005] lr: 1.000e-01, eta: 15:06:09, time: 0.135, data_time: 0.000, loss: 2.2526 2022-11-02 10:49:15,058 - mmcls - INFO - Epoch [22][3100/5005] lr: 1.000e-01, eta: 15:05:54, time: 0.136, data_time: 0.000, loss: 2.2468 2022-11-02 10:49:28,693 - mmcls - INFO - Epoch [22][3200/5005] lr: 1.000e-01, eta: 15:05:39, time: 0.136, data_time: 0.000, loss: 2.2852 2022-11-02 10:49:42,390 - mmcls - INFO - Epoch [22][3300/5005] lr: 1.000e-01, eta: 15:05:25, time: 0.137, data_time: 0.000, loss: 2.2701 2022-11-02 10:49:56,122 - mmcls - INFO - Epoch [22][3400/5005] lr: 1.000e-01, eta: 15:05:10, time: 0.137, data_time: 0.000, loss: 2.2709 2022-11-02 10:50:09,846 - mmcls - INFO - Epoch [22][3500/5005] lr: 1.000e-01, eta: 15:04:56, time: 0.137, data_time: 0.000, loss: 2.2568 2022-11-02 10:50:23,505 - mmcls - INFO - Epoch [22][3600/5005] lr: 1.000e-01, eta: 15:04:42, time: 0.137, data_time: 0.000, loss: 2.2753 2022-11-02 10:50:36,978 - mmcls - INFO - Epoch [22][3700/5005] lr: 1.000e-01, eta: 15:04:26, time: 0.135, data_time: 0.000, loss: 2.2719 2022-11-02 10:50:50,650 - mmcls - INFO - Epoch [22][3800/5005] lr: 1.000e-01, eta: 15:04:12, time: 0.137, data_time: 0.000, loss: 2.2453 2022-11-02 10:51:04,341 - mmcls - INFO - Epoch [22][3900/5005] lr: 1.000e-01, eta: 15:03:57, time: 0.137, data_time: 0.000, loss: 2.2733 2022-11-02 10:51:17,942 - mmcls - INFO - Epoch [22][4000/5005] lr: 1.000e-01, eta: 15:03:43, time: 0.136, data_time: 0.000, loss: 2.2679 2022-11-02 10:51:31,667 - mmcls - INFO - Epoch [22][4100/5005] lr: 1.000e-01, eta: 15:03:28, time: 0.137, data_time: 0.000, loss: 2.2644 2022-11-02 10:51:45,417 - mmcls - INFO - Epoch [22][4200/5005] lr: 1.000e-01, eta: 15:03:14, time: 0.137, data_time: 0.000, loss: 2.2910 2022-11-02 10:51:59,099 - mmcls - INFO - Epoch [22][4300/5005] lr: 1.000e-01, eta: 15:03:00, time: 0.137, data_time: 0.000, loss: 2.2711 2022-11-02 10:52:12,798 - mmcls - INFO - Epoch [22][4400/5005] lr: 1.000e-01, eta: 15:02:45, time: 0.137, data_time: 0.000, loss: 2.2554 2022-11-02 10:52:26,537 - mmcls - INFO - Epoch [22][4500/5005] lr: 1.000e-01, eta: 15:02:31, time: 0.137, data_time: 0.000, loss: 2.2641 2022-11-02 10:52:40,307 - mmcls - INFO - Epoch [22][4600/5005] lr: 1.000e-01, eta: 15:02:17, time: 0.138, data_time: 0.000, loss: 2.2863 2022-11-02 10:52:53,942 - mmcls - INFO - Epoch [22][4700/5005] lr: 1.000e-01, eta: 15:02:02, time: 0.136, data_time: 0.000, loss: 2.2692 2022-11-02 10:53:07,654 - mmcls - INFO - Epoch [22][4800/5005] lr: 1.000e-01, eta: 15:01:48, time: 0.137, data_time: 0.000, loss: 2.2716 2022-11-02 10:53:21,417 - mmcls - INFO - Epoch [22][4900/5005] lr: 1.000e-01, eta: 15:01:34, time: 0.138, data_time: 0.000, loss: 2.2916 2022-11-02 10:53:35,025 - mmcls - INFO - Epoch [22][5000/5005] lr: 1.000e-01, eta: 15:01:19, time: 0.136, data_time: 0.000, loss: 2.2663 2022-11-02 10:53:35,679 - mmcls - INFO - Saving checkpoint at 22 epochs 2022-11-02 10:53:59,136 - mmcls - INFO - Epoch(val) [22][196] accuracy_top-1: 53.6880, accuracy_top-5: 78.5880 2022-11-02 10:54:14,769 - mmcls - INFO - Epoch [23][100/5005] lr: 1.000e-01, eta: 15:01:08, time: 0.156, data_time: 0.024, loss: 2.2277 2022-11-02 10:54:28,159 - mmcls - INFO - Epoch [23][200/5005] lr: 1.000e-01, eta: 15:00:53, time: 0.134, data_time: 0.000, loss: 2.2244 2022-11-02 10:54:41,765 - mmcls - INFO - Epoch [23][300/5005] lr: 1.000e-01, eta: 15:00:38, time: 0.136, data_time: 0.000, loss: 2.2417 2022-11-02 10:54:55,230 - mmcls - INFO - Epoch [23][400/5005] lr: 1.000e-01, eta: 15:00:23, time: 0.135, data_time: 0.000, loss: 2.2149 2022-11-02 10:55:08,857 - mmcls - INFO - Epoch [23][500/5005] lr: 1.000e-01, eta: 15:00:08, time: 0.136, data_time: 0.000, loss: 2.2196 2022-11-02 10:55:22,563 - mmcls - INFO - Epoch [23][600/5005] lr: 1.000e-01, eta: 14:59:54, time: 0.137, data_time: 0.000, loss: 2.2544 2022-11-02 10:55:36,271 - mmcls - INFO - Epoch [23][700/5005] lr: 1.000e-01, eta: 14:59:39, time: 0.137, data_time: 0.000, loss: 2.2661 2022-11-02 10:55:49,878 - mmcls - INFO - Epoch [23][800/5005] lr: 1.000e-01, eta: 14:59:25, time: 0.136, data_time: 0.000, loss: 2.2387 2022-11-02 10:56:03,516 - mmcls - INFO - Epoch [23][900/5005] lr: 1.000e-01, eta: 14:59:10, time: 0.136, data_time: 0.000, loss: 2.2342 2022-11-02 10:56:17,200 - mmcls - INFO - Epoch [23][1000/5005] lr: 1.000e-01, eta: 14:58:56, time: 0.137, data_time: 0.000, loss: 2.2528 2022-11-02 10:56:30,891 - mmcls - INFO - Epoch [23][1100/5005] lr: 1.000e-01, eta: 14:58:41, time: 0.137, data_time: 0.000, loss: 2.2400 2022-11-02 10:56:44,620 - mmcls - INFO - Epoch [23][1200/5005] lr: 1.000e-01, eta: 14:58:27, time: 0.137, data_time: 0.000, loss: 2.2428 2022-11-02 10:56:58,371 - mmcls - INFO - Epoch [23][1300/5005] lr: 1.000e-01, eta: 14:58:13, time: 0.137, data_time: 0.000, loss: 2.2336 2022-11-02 10:57:11,926 - mmcls - INFO - Epoch [23][1400/5005] lr: 1.000e-01, eta: 14:57:58, time: 0.136, data_time: 0.000, loss: 2.2542 2022-11-02 10:57:25,588 - mmcls - INFO - Epoch [23][1500/5005] lr: 1.000e-01, eta: 14:57:43, time: 0.137, data_time: 0.000, loss: 2.2389 2022-11-02 10:57:39,272 - mmcls - INFO - Epoch [23][1600/5005] lr: 1.000e-01, eta: 14:57:29, time: 0.137, data_time: 0.000, loss: 2.2477 2022-11-02 10:57:52,929 - mmcls - INFO - Epoch [23][1700/5005] lr: 1.000e-01, eta: 14:57:14, time: 0.137, data_time: 0.000, loss: 2.2241 2022-11-02 10:58:06,670 - mmcls - INFO - Epoch [23][1800/5005] lr: 1.000e-01, eta: 14:57:00, time: 0.137, data_time: 0.000, loss: 2.2545 2022-11-02 10:58:20,293 - mmcls - INFO - Epoch [23][1900/5005] lr: 1.000e-01, eta: 14:56:45, time: 0.136, data_time: 0.000, loss: 2.2397 2022-11-02 10:58:33,885 - mmcls - INFO - Epoch [23][2000/5005] lr: 1.000e-01, eta: 14:56:31, time: 0.136, data_time: 0.000, loss: 2.2335 2022-11-02 10:58:47,631 - mmcls - INFO - Epoch [23][2100/5005] lr: 1.000e-01, eta: 14:56:16, time: 0.137, data_time: 0.000, loss: 2.2566 2022-11-02 10:59:01,298 - mmcls - INFO - Epoch [23][2200/5005] lr: 1.000e-01, eta: 14:56:02, time: 0.137, data_time: 0.000, loss: 2.2306 2022-11-02 10:59:14,887 - mmcls - INFO - Epoch [23][2300/5005] lr: 1.000e-01, eta: 14:55:47, time: 0.136, data_time: 0.000, loss: 2.2224 2022-11-02 10:59:28,760 - mmcls - INFO - Epoch [23][2400/5005] lr: 1.000e-01, eta: 14:55:33, time: 0.139, data_time: 0.000, loss: 2.2771 2022-11-02 10:59:42,528 - mmcls - INFO - Epoch [23][2500/5005] lr: 1.000e-01, eta: 14:55:19, time: 0.138, data_time: 0.000, loss: 2.2398 2022-11-02 10:59:56,348 - mmcls - INFO - Epoch [23][2600/5005] lr: 1.000e-01, eta: 14:55:05, time: 0.138, data_time: 0.001, loss: 2.2707 2022-11-02 11:00:09,981 - mmcls - INFO - Epoch [23][2700/5005] lr: 1.000e-01, eta: 14:54:51, time: 0.136, data_time: 0.000, loss: 2.2774 2022-11-02 11:00:23,885 - mmcls - INFO - Epoch [23][2800/5005] lr: 1.000e-01, eta: 14:54:37, time: 0.139, data_time: 0.000, loss: 2.2327 2022-11-02 11:00:37,483 - mmcls - INFO - Epoch [23][2900/5005] lr: 1.000e-01, eta: 14:54:22, time: 0.136, data_time: 0.000, loss: 2.2387 2022-11-02 11:00:51,196 - mmcls - INFO - Epoch [23][3000/5005] lr: 1.000e-01, eta: 14:54:08, time: 0.137, data_time: 0.000, loss: 2.2483 2022-11-02 11:01:04,857 - mmcls - INFO - Epoch [23][3100/5005] lr: 1.000e-01, eta: 14:53:54, time: 0.137, data_time: 0.000, loss: 2.2628 2022-11-02 11:01:18,528 - mmcls - INFO - Epoch [23][3200/5005] lr: 1.000e-01, eta: 14:53:39, time: 0.137, data_time: 0.000, loss: 2.2466 2022-11-02 11:01:32,123 - mmcls - INFO - Epoch [23][3300/5005] lr: 1.000e-01, eta: 14:53:24, time: 0.136, data_time: 0.000, loss: 2.2657 2022-11-02 11:01:45,976 - mmcls - INFO - Epoch [23][3400/5005] lr: 1.000e-01, eta: 14:53:11, time: 0.139, data_time: 0.000, loss: 2.2824 2022-11-02 11:01:59,687 - mmcls - INFO - Epoch [23][3500/5005] lr: 1.000e-01, eta: 14:52:56, time: 0.137, data_time: 0.000, loss: 2.2522 2022-11-02 11:02:13,297 - mmcls - INFO - Epoch [23][3600/5005] lr: 1.000e-01, eta: 14:52:42, time: 0.136, data_time: 0.000, loss: 2.2793 2022-11-02 11:02:26,938 - mmcls - INFO - Epoch [23][3700/5005] lr: 1.000e-01, eta: 14:52:27, time: 0.136, data_time: 0.000, loss: 2.2691 2022-11-02 11:02:40,625 - mmcls - INFO - Epoch [23][3800/5005] lr: 1.000e-01, eta: 14:52:13, time: 0.137, data_time: 0.000, loss: 2.2629 2022-11-02 11:02:54,262 - mmcls - INFO - Epoch [23][3900/5005] lr: 1.000e-01, eta: 14:51:58, time: 0.136, data_time: 0.000, loss: 2.2721 2022-11-02 11:03:07,938 - mmcls - INFO - Epoch [23][4000/5005] lr: 1.000e-01, eta: 14:51:44, time: 0.137, data_time: 0.000, loss: 2.2682 2022-11-02 11:03:21,747 - mmcls - INFO - Epoch [23][4100/5005] lr: 1.000e-01, eta: 14:51:30, time: 0.138, data_time: 0.000, loss: 2.2627 2022-11-02 11:03:35,395 - mmcls - INFO - Epoch [23][4200/5005] lr: 1.000e-01, eta: 14:51:15, time: 0.136, data_time: 0.000, loss: 2.2845 2022-11-02 11:03:49,165 - mmcls - INFO - Epoch [23][4300/5005] lr: 1.000e-01, eta: 14:51:01, time: 0.138, data_time: 0.000, loss: 2.2579 2022-11-02 11:04:02,818 - mmcls - INFO - Epoch [23][4400/5005] lr: 1.000e-01, eta: 14:50:47, time: 0.137, data_time: 0.000, loss: 2.2708 2022-11-02 11:04:16,629 - mmcls - INFO - Epoch [23][4500/5005] lr: 1.000e-01, eta: 14:50:33, time: 0.138, data_time: 0.000, loss: 2.2695 2022-11-02 11:04:30,224 - mmcls - INFO - Epoch [23][4600/5005] lr: 1.000e-01, eta: 14:50:18, time: 0.136, data_time: 0.000, loss: 2.2899 2022-11-02 11:04:43,780 - mmcls - INFO - Epoch [23][4700/5005] lr: 1.000e-01, eta: 14:50:03, time: 0.136, data_time: 0.000, loss: 2.2662 2022-11-02 11:04:57,434 - mmcls - INFO - Epoch [23][4800/5005] lr: 1.000e-01, eta: 14:49:49, time: 0.137, data_time: 0.000, loss: 2.2713 2022-11-02 11:05:11,042 - mmcls - INFO - Epoch [23][4900/5005] lr: 1.000e-01, eta: 14:49:34, time: 0.136, data_time: 0.000, loss: 2.2682 2022-11-02 11:05:24,742 - mmcls - INFO - Epoch [23][5000/5005] lr: 1.000e-01, eta: 14:49:20, time: 0.137, data_time: 0.000, loss: 2.2414 2022-11-02 11:05:25,436 - mmcls - INFO - Saving checkpoint at 23 epochs 2022-11-02 11:05:48,541 - mmcls - INFO - Epoch(val) [23][196] accuracy_top-1: 53.6000, accuracy_top-5: 79.1340 2022-11-02 11:06:04,185 - mmcls - INFO - Epoch [24][100/5005] lr: 1.000e-01, eta: 14:49:09, time: 0.156, data_time: 0.024, loss: 2.2107 2022-11-02 11:06:17,680 - mmcls - INFO - Epoch [24][200/5005] lr: 1.000e-01, eta: 14:48:54, time: 0.135, data_time: 0.000, loss: 2.2069 2022-11-02 11:06:31,211 - mmcls - INFO - Epoch [24][300/5005] lr: 1.000e-01, eta: 14:48:39, time: 0.135, data_time: 0.000, loss: 2.2202 2022-11-02 11:06:44,761 - mmcls - INFO - Epoch [24][400/5005] lr: 1.000e-01, eta: 14:48:24, time: 0.135, data_time: 0.000, loss: 2.2114 2022-11-02 11:06:58,265 - mmcls - INFO - Epoch [24][500/5005] lr: 1.000e-01, eta: 14:48:09, time: 0.135, data_time: 0.000, loss: 2.2026 2022-11-02 11:07:11,873 - mmcls - INFO - Epoch [24][600/5005] lr: 1.000e-01, eta: 14:47:54, time: 0.136, data_time: 0.000, loss: 2.2304 2022-11-02 11:07:25,385 - mmcls - INFO - Epoch [24][700/5005] lr: 1.000e-01, eta: 14:47:39, time: 0.135, data_time: 0.000, loss: 2.2193 2022-11-02 11:07:38,947 - mmcls - INFO - Epoch [24][800/5005] lr: 1.000e-01, eta: 14:47:25, time: 0.136, data_time: 0.000, loss: 2.2524 2022-11-02 11:07:52,542 - mmcls - INFO - Epoch [24][900/5005] lr: 1.000e-01, eta: 14:47:10, time: 0.136, data_time: 0.000, loss: 2.2237 2022-11-02 11:08:06,236 - mmcls - INFO - Epoch [24][1000/5005] lr: 1.000e-01, eta: 14:46:56, time: 0.137, data_time: 0.000, loss: 2.2612 2022-11-02 11:08:20,007 - mmcls - INFO - Epoch [24][1100/5005] lr: 1.000e-01, eta: 14:46:41, time: 0.138, data_time: 0.000, loss: 2.2272 2022-11-02 11:08:33,723 - mmcls - INFO - Epoch [24][1200/5005] lr: 1.000e-01, eta: 14:46:27, time: 0.137, data_time: 0.000, loss: 2.2336 2022-11-02 11:08:47,524 - mmcls - INFO - Epoch [24][1300/5005] lr: 1.000e-01, eta: 14:46:13, time: 0.138, data_time: 0.000, loss: 2.2206 2022-11-02 11:09:01,111 - mmcls - INFO - Epoch [24][1400/5005] lr: 1.000e-01, eta: 14:45:58, time: 0.136, data_time: 0.000, loss: 2.2602 2022-11-02 11:09:14,806 - mmcls - INFO - Epoch [24][1500/5005] lr: 1.000e-01, eta: 14:45:44, time: 0.137, data_time: 0.000, loss: 2.2528 2022-11-02 11:09:28,523 - mmcls - INFO - Epoch [24][1600/5005] lr: 1.000e-01, eta: 14:45:30, time: 0.137, data_time: 0.000, loss: 2.2192 2022-11-02 11:09:42,046 - mmcls - INFO - Epoch [24][1700/5005] lr: 1.000e-01, eta: 14:45:15, time: 0.135, data_time: 0.000, loss: 2.2641 2022-11-02 11:09:55,578 - mmcls - INFO - Epoch [24][1800/5005] lr: 1.000e-01, eta: 14:45:00, time: 0.135, data_time: 0.000, loss: 2.2263 2022-11-02 11:10:09,329 - mmcls - INFO - Epoch [24][1900/5005] lr: 1.000e-01, eta: 14:44:46, time: 0.138, data_time: 0.000, loss: 2.2412 2022-11-02 11:10:23,062 - mmcls - INFO - Epoch [24][2000/5005] lr: 1.000e-01, eta: 14:44:32, time: 0.137, data_time: 0.000, loss: 2.2341 2022-11-02 11:10:36,766 - mmcls - INFO - Epoch [24][2100/5005] lr: 1.000e-01, eta: 14:44:17, time: 0.137, data_time: 0.000, loss: 2.2688 2022-11-02 11:10:50,434 - mmcls - INFO - Epoch [24][2200/5005] lr: 1.000e-01, eta: 14:44:03, time: 0.137, data_time: 0.000, loss: 2.2440 2022-11-02 11:11:04,090 - mmcls - INFO - Epoch [24][2300/5005] lr: 1.000e-01, eta: 14:43:49, time: 0.137, data_time: 0.000, loss: 2.2522 2022-11-02 11:11:17,923 - mmcls - INFO - Epoch [24][2400/5005] lr: 1.000e-01, eta: 14:43:35, time: 0.138, data_time: 0.000, loss: 2.2307 2022-11-02 11:11:31,518 - mmcls - INFO - Epoch [24][2500/5005] lr: 1.000e-01, eta: 14:43:20, time: 0.136, data_time: 0.000, loss: 2.2518 2022-11-02 11:11:45,392 - mmcls - INFO - Epoch [24][2600/5005] lr: 1.000e-01, eta: 14:43:06, time: 0.139, data_time: 0.002, loss: 2.2444 2022-11-02 11:11:59,076 - mmcls - INFO - Epoch [24][2700/5005] lr: 1.000e-01, eta: 14:42:52, time: 0.137, data_time: 0.000, loss: 2.2968 2022-11-02 11:12:12,833 - mmcls - INFO - Epoch [24][2800/5005] lr: 1.000e-01, eta: 14:42:38, time: 0.138, data_time: 0.000, loss: 2.2643 2022-11-02 11:12:26,478 - mmcls - INFO - Epoch [24][2900/5005] lr: 1.000e-01, eta: 14:42:23, time: 0.136, data_time: 0.000, loss: 2.2669 2022-11-02 11:12:40,016 - mmcls - INFO - Epoch [24][3000/5005] lr: 1.000e-01, eta: 14:42:08, time: 0.135, data_time: 0.000, loss: 2.2518 2022-11-02 11:12:53,583 - mmcls - INFO - Epoch [24][3100/5005] lr: 1.000e-01, eta: 14:41:54, time: 0.136, data_time: 0.000, loss: 2.2576 2022-11-02 11:13:07,174 - mmcls - INFO - Epoch [24][3200/5005] lr: 1.000e-01, eta: 14:41:39, time: 0.136, data_time: 0.000, loss: 2.2677 2022-11-02 11:13:20,867 - mmcls - INFO - Epoch [24][3300/5005] lr: 1.000e-01, eta: 14:41:25, time: 0.137, data_time: 0.000, loss: 2.2846 2022-11-02 11:13:34,491 - mmcls - INFO - Epoch [24][3400/5005] lr: 1.000e-01, eta: 14:41:10, time: 0.136, data_time: 0.000, loss: 2.2556 2022-11-02 11:13:48,148 - mmcls - INFO - Epoch [24][3500/5005] lr: 1.000e-01, eta: 14:40:56, time: 0.137, data_time: 0.000, loss: 2.2623 2022-11-02 11:14:01,803 - mmcls - INFO - Epoch [24][3600/5005] lr: 1.000e-01, eta: 14:40:41, time: 0.137, data_time: 0.000, loss: 2.2892 2022-11-02 11:14:15,437 - mmcls - INFO - Epoch [24][3700/5005] lr: 1.000e-01, eta: 14:40:27, time: 0.136, data_time: 0.000, loss: 2.2674 2022-11-02 11:14:29,122 - mmcls - INFO - Epoch [24][3800/5005] lr: 1.000e-01, eta: 14:40:12, time: 0.137, data_time: 0.000, loss: 2.2500 2022-11-02 11:14:42,701 - mmcls - INFO - Epoch [24][3900/5005] lr: 1.000e-01, eta: 14:39:58, time: 0.136, data_time: 0.000, loss: 2.2811 2022-11-02 11:14:56,349 - mmcls - INFO - Epoch [24][4000/5005] lr: 1.000e-01, eta: 14:39:43, time: 0.136, data_time: 0.000, loss: 2.2755 2022-11-02 11:15:09,950 - mmcls - INFO - Epoch [24][4100/5005] lr: 1.000e-01, eta: 14:39:29, time: 0.136, data_time: 0.000, loss: 2.2329 2022-11-02 11:15:23,592 - mmcls - INFO - Epoch [24][4200/5005] lr: 1.000e-01, eta: 14:39:14, time: 0.136, data_time: 0.000, loss: 2.2475 2022-11-02 11:15:37,162 - mmcls - INFO - Epoch [24][4300/5005] lr: 1.000e-01, eta: 14:39:00, time: 0.136, data_time: 0.000, loss: 2.2570 2022-11-02 11:15:50,809 - mmcls - INFO - Epoch [24][4400/5005] lr: 1.000e-01, eta: 14:38:45, time: 0.136, data_time: 0.000, loss: 2.2319 2022-11-02 11:16:04,442 - mmcls - INFO - Epoch [24][4500/5005] lr: 1.000e-01, eta: 14:38:31, time: 0.136, data_time: 0.000, loss: 2.2396 2022-11-02 11:16:18,056 - mmcls - INFO - Epoch [24][4600/5005] lr: 1.000e-01, eta: 14:38:16, time: 0.136, data_time: 0.000, loss: 2.2645 2022-11-02 11:16:31,824 - mmcls - INFO - Epoch [24][4700/5005] lr: 1.000e-01, eta: 14:38:02, time: 0.138, data_time: 0.000, loss: 2.2787 2022-11-02 11:16:45,532 - mmcls - INFO - Epoch [24][4800/5005] lr: 1.000e-01, eta: 14:37:48, time: 0.137, data_time: 0.000, loss: 2.2863 2022-11-02 11:16:59,200 - mmcls - INFO - Epoch [24][4900/5005] lr: 1.000e-01, eta: 14:37:33, time: 0.137, data_time: 0.000, loss: 2.2442 2022-11-02 11:17:12,920 - mmcls - INFO - Epoch [24][5000/5005] lr: 1.000e-01, eta: 14:37:19, time: 0.137, data_time: 0.000, loss: 2.2564 2022-11-02 11:17:13,605 - mmcls - INFO - Saving checkpoint at 24 epochs 2022-11-02 11:17:36,758 - mmcls - INFO - Epoch(val) [24][196] accuracy_top-1: 54.1860, accuracy_top-5: 79.3000 2022-11-02 11:17:52,690 - mmcls - INFO - Epoch [25][100/5005] lr: 1.000e-01, eta: 14:37:09, time: 0.159, data_time: 0.024, loss: 2.2182 2022-11-02 11:18:06,065 - mmcls - INFO - Epoch [25][200/5005] lr: 1.000e-01, eta: 14:36:54, time: 0.134, data_time: 0.000, loss: 2.2217 2022-11-02 11:18:19,598 - mmcls - INFO - Epoch [25][300/5005] lr: 1.000e-01, eta: 14:36:39, time: 0.135, data_time: 0.000, loss: 2.2073 2022-11-02 11:18:33,270 - mmcls - INFO - Epoch [25][400/5005] lr: 1.000e-01, eta: 14:36:25, time: 0.137, data_time: 0.000, loss: 2.1964 2022-11-02 11:18:46,732 - mmcls - INFO - Epoch [25][500/5005] lr: 1.000e-01, eta: 14:36:09, time: 0.135, data_time: 0.001, loss: 2.2196 2022-11-02 11:19:00,448 - mmcls - INFO - Epoch [25][600/5005] lr: 1.000e-01, eta: 14:35:55, time: 0.137, data_time: 0.000, loss: 2.2474 2022-11-02 11:19:14,178 - mmcls - INFO - Epoch [25][700/5005] lr: 1.000e-01, eta: 14:35:41, time: 0.137, data_time: 0.000, loss: 2.2163 2022-11-02 11:19:27,993 - mmcls - INFO - Epoch [25][800/5005] lr: 1.000e-01, eta: 14:35:27, time: 0.138, data_time: 0.000, loss: 2.2192 2022-11-02 11:19:41,548 - mmcls - INFO - Epoch [25][900/5005] lr: 1.000e-01, eta: 14:35:12, time: 0.136, data_time: 0.000, loss: 2.2191 2022-11-02 11:19:55,193 - mmcls - INFO - Epoch [25][1000/5005] lr: 1.000e-01, eta: 14:34:58, time: 0.136, data_time: 0.000, loss: 2.2473 2022-11-02 11:20:08,763 - mmcls - INFO - Epoch [25][1100/5005] lr: 1.000e-01, eta: 14:34:43, time: 0.136, data_time: 0.000, loss: 2.2275 2022-11-02 11:20:22,423 - mmcls - INFO - Epoch [25][1200/5005] lr: 1.000e-01, eta: 14:34:29, time: 0.137, data_time: 0.000, loss: 2.2282 2022-11-02 11:20:35,969 - mmcls - INFO - Epoch [25][1300/5005] lr: 1.000e-01, eta: 14:34:14, time: 0.135, data_time: 0.000, loss: 2.2372 2022-11-02 11:20:49,612 - mmcls - INFO - Epoch [25][1400/5005] lr: 1.000e-01, eta: 14:34:00, time: 0.136, data_time: 0.000, loss: 2.2476 2022-11-02 11:21:03,120 - mmcls - INFO - Epoch [25][1500/5005] lr: 1.000e-01, eta: 14:33:45, time: 0.135, data_time: 0.000, loss: 2.2539 2022-11-02 11:21:16,948 - mmcls - INFO - Epoch [25][1600/5005] lr: 1.000e-01, eta: 14:33:31, time: 0.138, data_time: 0.000, loss: 2.2505 2022-11-02 11:21:30,632 - mmcls - INFO - Epoch [25][1700/5005] lr: 1.000e-01, eta: 14:33:17, time: 0.137, data_time: 0.000, loss: 2.2487 2022-11-02 11:21:44,528 - mmcls - INFO - Epoch [25][1800/5005] lr: 1.000e-01, eta: 14:33:03, time: 0.139, data_time: 0.000, loss: 2.2697 2022-11-02 11:21:58,202 - mmcls - INFO - Epoch [25][1900/5005] lr: 1.000e-01, eta: 14:32:49, time: 0.137, data_time: 0.000, loss: 2.2402 2022-11-02 11:22:11,883 - mmcls - INFO - Epoch [25][2000/5005] lr: 1.000e-01, eta: 14:32:34, time: 0.137, data_time: 0.000, loss: 2.2406 2022-11-02 11:22:25,552 - mmcls - INFO - Epoch [25][2100/5005] lr: 1.000e-01, eta: 14:32:20, time: 0.137, data_time: 0.000, loss: 2.2642 2022-11-02 11:22:39,098 - mmcls - INFO - Epoch [25][2200/5005] lr: 1.000e-01, eta: 14:32:05, time: 0.135, data_time: 0.000, loss: 2.2449 2022-11-02 11:22:52,772 - mmcls - INFO - Epoch [25][2300/5005] lr: 1.000e-01, eta: 14:31:51, time: 0.137, data_time: 0.000, loss: 2.2161 2022-11-02 11:23:06,368 - mmcls - INFO - Epoch [25][2400/5005] lr: 1.000e-01, eta: 14:31:36, time: 0.136, data_time: 0.000, loss: 2.2271 2022-11-02 11:23:19,937 - mmcls - INFO - Epoch [25][2500/5005] lr: 1.000e-01, eta: 14:31:22, time: 0.136, data_time: 0.000, loss: 2.2393 2022-11-02 11:23:33,560 - mmcls - INFO - Epoch [25][2600/5005] lr: 1.000e-01, eta: 14:31:07, time: 0.136, data_time: 0.000, loss: 2.2139 2022-11-02 11:23:47,196 - mmcls - INFO - Epoch [25][2700/5005] lr: 1.000e-01, eta: 14:30:53, time: 0.136, data_time: 0.000, loss: 2.2134 2022-11-02 11:24:01,012 - mmcls - INFO - Epoch [25][2800/5005] lr: 1.000e-01, eta: 14:30:39, time: 0.138, data_time: 0.000, loss: 2.2409 2022-11-02 11:24:14,714 - mmcls - INFO - Epoch [25][2900/5005] lr: 1.000e-01, eta: 14:30:25, time: 0.137, data_time: 0.000, loss: 2.2580 2022-11-02 11:24:28,414 - mmcls - INFO - Epoch [25][3000/5005] lr: 1.000e-01, eta: 14:30:10, time: 0.137, data_time: 0.000, loss: 2.2499 2022-11-02 11:24:42,159 - mmcls - INFO - Epoch [25][3100/5005] lr: 1.000e-01, eta: 14:29:56, time: 0.137, data_time: 0.000, loss: 2.2864 2022-11-02 11:24:55,920 - mmcls - INFO - Epoch [25][3200/5005] lr: 1.000e-01, eta: 14:29:42, time: 0.138, data_time: 0.000, loss: 2.2486 2022-11-02 11:25:09,700 - mmcls - INFO - Epoch [25][3300/5005] lr: 1.000e-01, eta: 14:29:28, time: 0.138, data_time: 0.000, loss: 2.2699 2022-11-02 11:25:23,384 - mmcls - INFO - Epoch [25][3400/5005] lr: 1.000e-01, eta: 14:29:14, time: 0.137, data_time: 0.000, loss: 2.2484 2022-11-02 11:25:37,127 - mmcls - INFO - Epoch [25][3500/5005] lr: 1.000e-01, eta: 14:29:00, time: 0.137, data_time: 0.000, loss: 2.2600 2022-11-02 11:25:50,755 - mmcls - INFO - Epoch [25][3600/5005] lr: 1.000e-01, eta: 14:28:45, time: 0.136, data_time: 0.000, loss: 2.2553 2022-11-02 11:26:04,529 - mmcls - INFO - Epoch [25][3700/5005] lr: 1.000e-01, eta: 14:28:31, time: 0.138, data_time: 0.000, loss: 2.2697 2022-11-02 11:26:18,225 - mmcls - INFO - Epoch [25][3800/5005] lr: 1.000e-01, eta: 14:28:17, time: 0.137, data_time: 0.000, loss: 2.2642 2022-11-02 11:26:31,993 - mmcls - INFO - Epoch [25][3900/5005] lr: 1.000e-01, eta: 14:28:03, time: 0.138, data_time: 0.000, loss: 2.2606 2022-11-02 11:26:45,894 - mmcls - INFO - Epoch [25][4000/5005] lr: 1.000e-01, eta: 14:27:49, time: 0.139, data_time: 0.000, loss: 2.2574 2022-11-02 11:26:59,777 - mmcls - INFO - Epoch [25][4100/5005] lr: 1.000e-01, eta: 14:27:36, time: 0.139, data_time: 0.000, loss: 2.2444 2022-11-02 11:27:13,458 - mmcls - INFO - Epoch [25][4200/5005] lr: 1.000e-01, eta: 14:27:21, time: 0.137, data_time: 0.000, loss: 2.2674 2022-11-02 11:27:27,132 - mmcls - INFO - Epoch [25][4300/5005] lr: 1.000e-01, eta: 14:27:07, time: 0.137, data_time: 0.000, loss: 2.2529 2022-11-02 11:27:40,832 - mmcls - INFO - Epoch [25][4400/5005] lr: 1.000e-01, eta: 14:26:53, time: 0.137, data_time: 0.000, loss: 2.2613 2022-11-02 11:27:54,405 - mmcls - INFO - Epoch [25][4500/5005] lr: 1.000e-01, eta: 14:26:38, time: 0.136, data_time: 0.000, loss: 2.2500 2022-11-02 11:28:08,038 - mmcls - INFO - Epoch [25][4600/5005] lr: 1.000e-01, eta: 14:26:24, time: 0.136, data_time: 0.000, loss: 2.2547 2022-11-02 11:28:21,593 - mmcls - INFO - Epoch [25][4700/5005] lr: 1.000e-01, eta: 14:26:09, time: 0.136, data_time: 0.000, loss: 2.2465 2022-11-02 11:28:35,335 - mmcls - INFO - Epoch [25][4800/5005] lr: 1.000e-01, eta: 14:25:55, time: 0.137, data_time: 0.000, loss: 2.2276 2022-11-02 11:28:48,994 - mmcls - INFO - Epoch [25][4900/5005] lr: 1.000e-01, eta: 14:25:40, time: 0.137, data_time: 0.000, loss: 2.2734 2022-11-02 11:29:02,691 - mmcls - INFO - Epoch [25][5000/5005] lr: 1.000e-01, eta: 14:25:26, time: 0.137, data_time: 0.000, loss: 2.2259 2022-11-02 11:29:03,337 - mmcls - INFO - Saving checkpoint at 25 epochs 2022-11-02 11:29:26,667 - mmcls - INFO - Epoch(val) [25][196] accuracy_top-1: 53.3100, accuracy_top-5: 78.8200 2022-11-02 11:29:42,522 - mmcls - INFO - Epoch [26][100/5005] lr: 1.000e-01, eta: 14:25:16, time: 0.159, data_time: 0.024, loss: 2.2154 2022-11-02 11:29:55,978 - mmcls - INFO - Epoch [26][200/5005] lr: 1.000e-01, eta: 14:25:01, time: 0.135, data_time: 0.000, loss: 2.1957 2022-11-02 11:30:09,598 - mmcls - INFO - Epoch [26][300/5005] lr: 1.000e-01, eta: 14:24:46, time: 0.136, data_time: 0.000, loss: 2.2263 2022-11-02 11:30:22,980 - mmcls - INFO - Epoch [26][400/5005] lr: 1.000e-01, eta: 14:24:31, time: 0.134, data_time: 0.000, loss: 2.2096 2022-11-02 11:30:36,615 - mmcls - INFO - Epoch [26][500/5005] lr: 1.000e-01, eta: 14:24:17, time: 0.136, data_time: 0.000, loss: 2.2214 2022-11-02 11:30:50,249 - mmcls - INFO - Epoch [26][600/5005] lr: 1.000e-01, eta: 14:24:02, time: 0.136, data_time: 0.000, loss: 2.2307 2022-11-02 11:31:03,976 - mmcls - INFO - Epoch [26][700/5005] lr: 1.000e-01, eta: 14:23:48, time: 0.137, data_time: 0.000, loss: 2.2069 2022-11-02 11:31:17,832 - mmcls - INFO - Epoch [26][800/5005] lr: 1.000e-01, eta: 14:23:34, time: 0.139, data_time: 0.000, loss: 2.2608 2022-11-02 11:31:31,713 - mmcls - INFO - Epoch [26][900/5005] lr: 1.000e-01, eta: 14:23:21, time: 0.139, data_time: 0.002, loss: 2.1942 2022-11-02 11:31:45,375 - mmcls - INFO - Epoch [26][1000/5005] lr: 1.000e-01, eta: 14:23:06, time: 0.137, data_time: 0.000, loss: 2.2314 2022-11-02 11:31:59,056 - mmcls - INFO - Epoch [26][1100/5005] lr: 1.000e-01, eta: 14:22:52, time: 0.137, data_time: 0.000, loss: 2.2452 2022-11-02 11:32:12,628 - mmcls - INFO - Epoch [26][1200/5005] lr: 1.000e-01, eta: 14:22:37, time: 0.136, data_time: 0.000, loss: 2.2179 2022-11-02 11:32:26,245 - mmcls - INFO - Epoch [26][1300/5005] lr: 1.000e-01, eta: 14:22:23, time: 0.136, data_time: 0.000, loss: 2.2308 2022-11-02 11:32:40,019 - mmcls - INFO - Epoch [26][1400/5005] lr: 1.000e-01, eta: 14:22:09, time: 0.138, data_time: 0.000, loss: 2.2272 2022-11-02 11:32:53,764 - mmcls - INFO - Epoch [26][1500/5005] lr: 1.000e-01, eta: 14:21:55, time: 0.137, data_time: 0.000, loss: 2.2387 2022-11-02 11:33:07,428 - mmcls - INFO - Epoch [26][1600/5005] lr: 1.000e-01, eta: 14:21:40, time: 0.137, data_time: 0.000, loss: 2.2398 2022-11-02 11:33:21,169 - mmcls - INFO - Epoch [26][1700/5005] lr: 1.000e-01, eta: 14:21:26, time: 0.137, data_time: 0.000, loss: 2.2459 2022-11-02 11:33:34,795 - mmcls - INFO - Epoch [26][1800/5005] lr: 1.000e-01, eta: 14:21:12, time: 0.136, data_time: 0.000, loss: 2.2246 2022-11-02 11:33:48,364 - mmcls - INFO - Epoch [26][1900/5005] lr: 1.000e-01, eta: 14:20:57, time: 0.136, data_time: 0.000, loss: 2.2458 2022-11-02 11:34:01,944 - mmcls - INFO - Epoch [26][2000/5005] lr: 1.000e-01, eta: 14:20:43, time: 0.136, data_time: 0.000, loss: 2.2273 2022-11-02 11:34:15,602 - mmcls - INFO - Epoch [26][2100/5005] lr: 1.000e-01, eta: 14:20:28, time: 0.137, data_time: 0.000, loss: 2.2604 2022-11-02 11:34:29,386 - mmcls - INFO - Epoch [26][2200/5005] lr: 1.000e-01, eta: 14:20:14, time: 0.138, data_time: 0.000, loss: 2.2760 2022-11-02 11:34:43,137 - mmcls - INFO - Epoch [26][2300/5005] lr: 1.000e-01, eta: 14:20:00, time: 0.138, data_time: 0.001, loss: 2.2343 2022-11-02 11:34:56,816 - mmcls - INFO - Epoch [26][2400/5005] lr: 1.000e-01, eta: 14:19:46, time: 0.137, data_time: 0.000, loss: 2.2159 2022-11-02 11:35:10,446 - mmcls - INFO - Epoch [26][2500/5005] lr: 1.000e-01, eta: 14:19:32, time: 0.136, data_time: 0.000, loss: 2.2366 2022-11-02 11:35:24,134 - mmcls - INFO - Epoch [26][2600/5005] lr: 1.000e-01, eta: 14:19:17, time: 0.137, data_time: 0.000, loss: 2.2458 2022-11-02 11:35:37,824 - mmcls - INFO - Epoch [26][2700/5005] lr: 1.000e-01, eta: 14:19:03, time: 0.137, data_time: 0.000, loss: 2.2449 2022-11-02 11:35:51,436 - mmcls - INFO - Epoch [26][2800/5005] lr: 1.000e-01, eta: 14:18:49, time: 0.136, data_time: 0.000, loss: 2.2239 2022-11-02 11:36:05,186 - mmcls - INFO - Epoch [26][2900/5005] lr: 1.000e-01, eta: 14:18:35, time: 0.137, data_time: 0.000, loss: 2.2408 2022-11-02 11:36:18,750 - mmcls - INFO - Epoch [26][3000/5005] lr: 1.000e-01, eta: 14:18:20, time: 0.136, data_time: 0.001, loss: 2.2244 2022-11-02 11:36:32,537 - mmcls - INFO - Epoch [26][3100/5005] lr: 1.000e-01, eta: 14:18:06, time: 0.138, data_time: 0.000, loss: 2.2457 2022-11-02 11:36:46,184 - mmcls - INFO - Epoch [26][3200/5005] lr: 1.000e-01, eta: 14:17:52, time: 0.136, data_time: 0.000, loss: 2.2457 2022-11-02 11:36:59,806 - mmcls - INFO - Epoch [26][3300/5005] lr: 1.000e-01, eta: 14:17:37, time: 0.136, data_time: 0.000, loss: 2.2745 2022-11-02 11:37:13,432 - mmcls - INFO - Epoch [26][3400/5005] lr: 1.000e-01, eta: 14:17:23, time: 0.136, data_time: 0.000, loss: 2.2517 2022-11-02 11:37:27,201 - mmcls - INFO - Epoch [26][3500/5005] lr: 1.000e-01, eta: 14:17:09, time: 0.138, data_time: 0.000, loss: 2.2403 2022-11-02 11:37:40,746 - mmcls - INFO - Epoch [26][3600/5005] lr: 1.000e-01, eta: 14:16:54, time: 0.135, data_time: 0.000, loss: 2.2376 2022-11-02 11:37:54,400 - mmcls - INFO - Epoch [26][3700/5005] lr: 1.000e-01, eta: 14:16:40, time: 0.137, data_time: 0.000, loss: 2.2374 2022-11-02 11:38:08,064 - mmcls - INFO - Epoch [26][3800/5005] lr: 1.000e-01, eta: 14:16:25, time: 0.137, data_time: 0.000, loss: 2.2360 2022-11-02 11:38:21,779 - mmcls - INFO - Epoch [26][3900/5005] lr: 1.000e-01, eta: 14:16:11, time: 0.137, data_time: 0.000, loss: 2.2645 2022-11-02 11:38:35,438 - mmcls - INFO - Epoch [26][4000/5005] lr: 1.000e-01, eta: 14:15:57, time: 0.137, data_time: 0.000, loss: 2.2546 2022-11-02 11:38:49,083 - mmcls - INFO - Epoch [26][4100/5005] lr: 1.000e-01, eta: 14:15:43, time: 0.136, data_time: 0.000, loss: 2.2629 2022-11-02 11:39:02,718 - mmcls - INFO - Epoch [26][4200/5005] lr: 1.000e-01, eta: 14:15:28, time: 0.136, data_time: 0.000, loss: 2.2361 2022-11-02 11:39:16,440 - mmcls - INFO - Epoch [26][4300/5005] lr: 1.000e-01, eta: 14:15:14, time: 0.137, data_time: 0.000, loss: 2.2822 2022-11-02 11:39:30,090 - mmcls - INFO - Epoch [26][4400/5005] lr: 1.000e-01, eta: 14:15:00, time: 0.136, data_time: 0.000, loss: 2.2634 2022-11-02 11:39:43,696 - mmcls - INFO - Epoch [26][4500/5005] lr: 1.000e-01, eta: 14:14:45, time: 0.136, data_time: 0.000, loss: 2.2584 2022-11-02 11:39:57,455 - mmcls - INFO - Epoch [26][4600/5005] lr: 1.000e-01, eta: 14:14:31, time: 0.138, data_time: 0.000, loss: 2.2560 2022-11-02 11:40:11,216 - mmcls - INFO - Epoch [26][4700/5005] lr: 1.000e-01, eta: 14:14:17, time: 0.138, data_time: 0.000, loss: 2.2446 2022-11-02 11:40:24,923 - mmcls - INFO - Epoch [26][4800/5005] lr: 1.000e-01, eta: 14:14:03, time: 0.137, data_time: 0.000, loss: 2.2447 2022-11-02 11:40:38,475 - mmcls - INFO - Epoch [26][4900/5005] lr: 1.000e-01, eta: 14:13:48, time: 0.136, data_time: 0.000, loss: 2.2585 2022-11-02 11:40:52,284 - mmcls - INFO - Epoch [26][5000/5005] lr: 1.000e-01, eta: 14:13:35, time: 0.138, data_time: 0.000, loss: 2.2717 2022-11-02 11:40:52,962 - mmcls - INFO - Saving checkpoint at 26 epochs 2022-11-02 11:41:16,141 - mmcls - INFO - Epoch(val) [26][196] accuracy_top-1: 51.3260, accuracy_top-5: 77.1280 2022-11-02 11:41:31,792 - mmcls - INFO - Epoch [27][100/5005] lr: 1.000e-01, eta: 14:13:23, time: 0.156, data_time: 0.024, loss: 2.2010 2022-11-02 11:41:45,224 - mmcls - INFO - Epoch [27][200/5005] lr: 1.000e-01, eta: 14:13:08, time: 0.134, data_time: 0.000, loss: 2.1853 2022-11-02 11:41:58,800 - mmcls - INFO - Epoch [27][300/5005] lr: 1.000e-01, eta: 14:12:54, time: 0.136, data_time: 0.000, loss: 2.2192 2022-11-02 11:42:12,486 - mmcls - INFO - Epoch [27][400/5005] lr: 1.000e-01, eta: 14:12:40, time: 0.137, data_time: 0.000, loss: 2.2129 2022-11-02 11:42:25,996 - mmcls - INFO - Epoch [27][500/5005] lr: 1.000e-01, eta: 14:12:25, time: 0.135, data_time: 0.000, loss: 2.1940 2022-11-02 11:42:39,659 - mmcls - INFO - Epoch [27][600/5005] lr: 1.000e-01, eta: 14:12:10, time: 0.137, data_time: 0.000, loss: 2.2160 2022-11-02 11:42:53,427 - mmcls - INFO - Epoch [27][700/5005] lr: 1.000e-01, eta: 14:11:56, time: 0.138, data_time: 0.000, loss: 2.2398 2022-11-02 11:43:07,078 - mmcls - INFO - Epoch [27][800/5005] lr: 1.000e-01, eta: 14:11:42, time: 0.136, data_time: 0.000, loss: 2.2160 2022-11-02 11:43:20,625 - mmcls - INFO - Epoch [27][900/5005] lr: 1.000e-01, eta: 14:11:28, time: 0.135, data_time: 0.000, loss: 2.1942 2022-11-02 11:43:34,264 - mmcls - INFO - Epoch [27][1000/5005] lr: 1.000e-01, eta: 14:11:13, time: 0.136, data_time: 0.000, loss: 2.2132 2022-11-02 11:43:47,998 - mmcls - INFO - Epoch [27][1100/5005] lr: 1.000e-01, eta: 14:10:59, time: 0.137, data_time: 0.000, loss: 2.2217 2022-11-02 11:44:01,854 - mmcls - INFO - Epoch [27][1200/5005] lr: 1.000e-01, eta: 14:10:45, time: 0.139, data_time: 0.000, loss: 2.2165 2022-11-02 11:44:15,383 - mmcls - INFO - Epoch [27][1300/5005] lr: 1.000e-01, eta: 14:10:31, time: 0.135, data_time: 0.000, loss: 2.2295 2022-11-02 11:44:28,920 - mmcls - INFO - Epoch [27][1400/5005] lr: 1.000e-01, eta: 14:10:16, time: 0.135, data_time: 0.000, loss: 2.2389 2022-11-02 11:44:42,501 - mmcls - INFO - Epoch [27][1500/5005] lr: 1.000e-01, eta: 14:10:01, time: 0.136, data_time: 0.000, loss: 2.2385 2022-11-02 11:44:56,229 - mmcls - INFO - Epoch [27][1600/5005] lr: 1.000e-01, eta: 14:09:47, time: 0.137, data_time: 0.000, loss: 2.2098 2022-11-02 11:45:09,862 - mmcls - INFO - Epoch [27][1700/5005] lr: 1.000e-01, eta: 14:09:33, time: 0.136, data_time: 0.000, loss: 2.2218 2022-11-02 11:45:23,498 - mmcls - INFO - Epoch [27][1800/5005] lr: 1.000e-01, eta: 14:09:19, time: 0.136, data_time: 0.000, loss: 2.2169 2022-11-02 11:45:37,140 - mmcls - INFO - Epoch [27][1900/5005] lr: 1.000e-01, eta: 14:09:04, time: 0.136, data_time: 0.000, loss: 2.2469 2022-11-02 11:45:50,728 - mmcls - INFO - Epoch [27][2000/5005] lr: 1.000e-01, eta: 14:08:50, time: 0.136, data_time: 0.000, loss: 2.2609 2022-11-02 11:46:04,310 - mmcls - INFO - Epoch [27][2100/5005] lr: 1.000e-01, eta: 14:08:35, time: 0.136, data_time: 0.000, loss: 2.2246 2022-11-02 11:46:18,003 - mmcls - INFO - Epoch [27][2200/5005] lr: 1.000e-01, eta: 14:08:21, time: 0.137, data_time: 0.000, loss: 2.2315 2022-11-02 11:46:31,735 - mmcls - INFO - Epoch [27][2300/5005] lr: 1.000e-01, eta: 14:08:07, time: 0.137, data_time: 0.000, loss: 2.2507 2022-11-02 11:46:45,492 - mmcls - INFO - Epoch [27][2400/5005] lr: 1.000e-01, eta: 14:07:53, time: 0.138, data_time: 0.000, loss: 2.2073 2022-11-02 11:46:59,161 - mmcls - INFO - Epoch [27][2500/5005] lr: 1.000e-01, eta: 14:07:39, time: 0.137, data_time: 0.000, loss: 2.2721 2022-11-02 11:47:12,814 - mmcls - INFO - Epoch [27][2600/5005] lr: 1.000e-01, eta: 14:07:24, time: 0.137, data_time: 0.000, loss: 2.2286 2022-11-02 11:47:26,432 - mmcls - INFO - Epoch [27][2700/5005] lr: 1.000e-01, eta: 14:07:10, time: 0.136, data_time: 0.000, loss: 2.2608 2022-11-02 11:47:40,282 - mmcls - INFO - Epoch [27][2800/5005] lr: 1.000e-01, eta: 14:06:56, time: 0.138, data_time: 0.000, loss: 2.2512 2022-11-02 11:47:53,992 - mmcls - INFO - Epoch [27][2900/5005] lr: 1.000e-01, eta: 14:06:42, time: 0.137, data_time: 0.000, loss: 2.2567 2022-11-02 11:48:07,796 - mmcls - INFO - Epoch [27][3000/5005] lr: 1.000e-01, eta: 14:06:28, time: 0.138, data_time: 0.000, loss: 2.2276 2022-11-02 11:48:21,314 - mmcls - INFO - Epoch [27][3100/5005] lr: 1.000e-01, eta: 14:06:14, time: 0.135, data_time: 0.000, loss: 2.2617 2022-11-02 11:48:34,996 - mmcls - INFO - Epoch [27][3200/5005] lr: 1.000e-01, eta: 14:05:59, time: 0.137, data_time: 0.000, loss: 2.2417 2022-11-02 11:48:48,590 - mmcls - INFO - Epoch [27][3300/5005] lr: 1.000e-01, eta: 14:05:45, time: 0.136, data_time: 0.000, loss: 2.2368 2022-11-02 11:49:02,262 - mmcls - INFO - Epoch [27][3400/5005] lr: 1.000e-01, eta: 14:05:31, time: 0.137, data_time: 0.001, loss: 2.2847 2022-11-02 11:49:15,863 - mmcls - INFO - Epoch [27][3500/5005] lr: 1.000e-01, eta: 14:05:16, time: 0.136, data_time: 0.000, loss: 2.2450 2022-11-02 11:49:29,626 - mmcls - INFO - Epoch [27][3600/5005] lr: 1.000e-01, eta: 14:05:02, time: 0.138, data_time: 0.000, loss: 2.2473 2022-11-02 11:49:43,503 - mmcls - INFO - Epoch [27][3700/5005] lr: 1.000e-01, eta: 14:04:49, time: 0.139, data_time: 0.000, loss: 2.2556 2022-11-02 11:49:57,197 - mmcls - INFO - Epoch [27][3800/5005] lr: 1.000e-01, eta: 14:04:34, time: 0.137, data_time: 0.000, loss: 2.2590 2022-11-02 11:50:10,921 - mmcls - INFO - Epoch [27][3900/5005] lr: 1.000e-01, eta: 14:04:20, time: 0.137, data_time: 0.000, loss: 2.2535 2022-11-02 11:50:24,494 - mmcls - INFO - Epoch [27][4000/5005] lr: 1.000e-01, eta: 14:04:06, time: 0.136, data_time: 0.000, loss: 2.2334 2022-11-02 11:50:38,163 - mmcls - INFO - Epoch [27][4100/5005] lr: 1.000e-01, eta: 14:03:51, time: 0.137, data_time: 0.000, loss: 2.2415 2022-11-02 11:50:51,875 - mmcls - INFO - Epoch [27][4200/5005] lr: 1.000e-01, eta: 14:03:37, time: 0.137, data_time: 0.000, loss: 2.2448 2022-11-02 11:51:05,551 - mmcls - INFO - Epoch [27][4300/5005] lr: 1.000e-01, eta: 14:03:23, time: 0.137, data_time: 0.000, loss: 2.2541 2022-11-02 11:51:19,296 - mmcls - INFO - Epoch [27][4400/5005] lr: 1.000e-01, eta: 14:03:09, time: 0.137, data_time: 0.000, loss: 2.2503 2022-11-02 11:51:33,031 - mmcls - INFO - Epoch [27][4500/5005] lr: 1.000e-01, eta: 14:02:55, time: 0.137, data_time: 0.000, loss: 2.2471 2022-11-02 11:51:46,656 - mmcls - INFO - Epoch [27][4600/5005] lr: 1.000e-01, eta: 14:02:41, time: 0.136, data_time: 0.000, loss: 2.2409 2022-11-02 11:52:00,387 - mmcls - INFO - Epoch [27][4700/5005] lr: 1.000e-01, eta: 14:02:27, time: 0.137, data_time: 0.000, loss: 2.2628 2022-11-02 11:52:14,222 - mmcls - INFO - Epoch [27][4800/5005] lr: 1.000e-01, eta: 14:02:13, time: 0.138, data_time: 0.000, loss: 2.2477 2022-11-02 11:52:27,972 - mmcls - INFO - Epoch [27][4900/5005] lr: 1.000e-01, eta: 14:01:59, time: 0.137, data_time: 0.000, loss: 2.2219 2022-11-02 11:52:41,663 - mmcls - INFO - Epoch [27][5000/5005] lr: 1.000e-01, eta: 14:01:45, time: 0.137, data_time: 0.000, loss: 2.2554 2022-11-02 11:52:42,332 - mmcls - INFO - Saving checkpoint at 27 epochs 2022-11-02 11:53:05,671 - mmcls - INFO - Epoch(val) [27][196] accuracy_top-1: 53.4320, accuracy_top-5: 78.7340 2022-11-02 11:53:21,372 - mmcls - INFO - Epoch [28][100/5005] lr: 1.000e-01, eta: 14:01:33, time: 0.157, data_time: 0.024, loss: 2.2002 2022-11-02 11:53:34,815 - mmcls - INFO - Epoch [28][200/5005] lr: 1.000e-01, eta: 14:01:18, time: 0.134, data_time: 0.000, loss: 2.2114 2022-11-02 11:53:48,370 - mmcls - INFO - Epoch [28][300/5005] lr: 1.000e-01, eta: 14:01:04, time: 0.136, data_time: 0.000, loss: 2.1995 2022-11-02 11:54:01,996 - mmcls - INFO - Epoch [28][400/5005] lr: 1.000e-01, eta: 14:00:49, time: 0.136, data_time: 0.000, loss: 2.1660 2022-11-02 11:54:15,637 - mmcls - INFO - Epoch [28][500/5005] lr: 1.000e-01, eta: 14:00:35, time: 0.136, data_time: 0.000, loss: 2.2018 2022-11-02 11:54:29,220 - mmcls - INFO - Epoch [28][600/5005] lr: 1.000e-01, eta: 14:00:21, time: 0.136, data_time: 0.000, loss: 2.2223 2022-11-02 11:54:42,993 - mmcls - INFO - Epoch [28][700/5005] lr: 1.000e-01, eta: 14:00:07, time: 0.138, data_time: 0.000, loss: 2.2145 2022-11-02 11:54:56,715 - mmcls - INFO - Epoch [28][800/5005] lr: 1.000e-01, eta: 13:59:53, time: 0.137, data_time: 0.000, loss: 2.1852 2022-11-02 11:55:10,379 - mmcls - INFO - Epoch [28][900/5005] lr: 1.000e-01, eta: 13:59:38, time: 0.137, data_time: 0.000, loss: 2.2268 2022-11-02 11:55:24,141 - mmcls - INFO - Epoch [28][1000/5005] lr: 1.000e-01, eta: 13:59:24, time: 0.138, data_time: 0.000, loss: 2.2223 2022-11-02 11:55:37,800 - mmcls - INFO - Epoch [28][1100/5005] lr: 1.000e-01, eta: 13:59:10, time: 0.137, data_time: 0.000, loss: 2.2312 2022-11-02 11:55:51,641 - mmcls - INFO - Epoch [28][1200/5005] lr: 1.000e-01, eta: 13:58:56, time: 0.138, data_time: 0.000, loss: 2.2460 2022-11-02 11:56:05,270 - mmcls - INFO - Epoch [28][1300/5005] lr: 1.000e-01, eta: 13:58:42, time: 0.136, data_time: 0.000, loss: 2.2293 2022-11-02 11:56:18,957 - mmcls - INFO - Epoch [28][1400/5005] lr: 1.000e-01, eta: 13:58:28, time: 0.137, data_time: 0.000, loss: 2.2083 2022-11-02 11:56:32,702 - mmcls - INFO - Epoch [28][1500/5005] lr: 1.000e-01, eta: 13:58:14, time: 0.137, data_time: 0.000, loss: 2.2485 2022-11-02 11:56:46,369 - mmcls - INFO - Epoch [28][1600/5005] lr: 1.000e-01, eta: 13:58:00, time: 0.137, data_time: 0.000, loss: 2.2205 2022-11-02 11:57:00,105 - mmcls - INFO - Epoch [28][1700/5005] lr: 1.000e-01, eta: 13:57:45, time: 0.137, data_time: 0.000, loss: 2.2108 2022-11-02 11:57:13,726 - mmcls - INFO - Epoch [28][1800/5005] lr: 1.000e-01, eta: 13:57:31, time: 0.136, data_time: 0.000, loss: 2.2458 2022-11-02 11:57:27,276 - mmcls - INFO - Epoch [28][1900/5005] lr: 1.000e-01, eta: 13:57:17, time: 0.135, data_time: 0.000, loss: 2.2177 2022-11-02 11:57:40,949 - mmcls - INFO - Epoch [28][2000/5005] lr: 1.000e-01, eta: 13:57:02, time: 0.137, data_time: 0.000, loss: 2.2170 2022-11-02 11:57:54,482 - mmcls - INFO - Epoch [28][2100/5005] lr: 1.000e-01, eta: 13:56:48, time: 0.135, data_time: 0.000, loss: 2.2255 2022-11-02 11:58:08,060 - mmcls - INFO - Epoch [28][2200/5005] lr: 1.000e-01, eta: 13:56:33, time: 0.136, data_time: 0.000, loss: 2.2524 2022-11-02 11:58:21,828 - mmcls - INFO - Epoch [28][2300/5005] lr: 1.000e-01, eta: 13:56:19, time: 0.138, data_time: 0.000, loss: 2.1879 2022-11-02 11:58:35,422 - mmcls - INFO - Epoch [28][2400/5005] lr: 1.000e-01, eta: 13:56:05, time: 0.136, data_time: 0.000, loss: 2.2358 2022-11-02 11:58:49,174 - mmcls - INFO - Epoch [28][2500/5005] lr: 1.000e-01, eta: 13:55:51, time: 0.138, data_time: 0.000, loss: 2.2384 2022-11-02 11:59:02,970 - mmcls - INFO - Epoch [28][2600/5005] lr: 1.000e-01, eta: 13:55:37, time: 0.138, data_time: 0.000, loss: 2.2138 2022-11-02 11:59:16,552 - mmcls - INFO - Epoch [28][2700/5005] lr: 1.000e-01, eta: 13:55:23, time: 0.136, data_time: 0.000, loss: 2.2237 2022-11-02 11:59:30,170 - mmcls - INFO - Epoch [28][2800/5005] lr: 1.000e-01, eta: 13:55:08, time: 0.136, data_time: 0.000, loss: 2.2059 2022-11-02 11:59:43,764 - mmcls - INFO - Epoch [28][2900/5005] lr: 1.000e-01, eta: 13:54:54, time: 0.136, data_time: 0.000, loss: 2.2275 2022-11-02 11:59:57,457 - mmcls - INFO - Epoch [28][3000/5005] lr: 1.000e-01, eta: 13:54:40, time: 0.137, data_time: 0.000, loss: 2.2280 2022-11-02 12:00:11,114 - mmcls - INFO - Epoch [28][3100/5005] lr: 1.000e-01, eta: 13:54:25, time: 0.137, data_time: 0.000, loss: 2.2041 2022-11-02 12:00:24,922 - mmcls - INFO - Epoch [28][3200/5005] lr: 1.000e-01, eta: 13:54:12, time: 0.138, data_time: 0.000, loss: 2.2125 2022-11-02 12:00:38,649 - mmcls - INFO - Epoch [28][3300/5005] lr: 1.000e-01, eta: 13:53:57, time: 0.137, data_time: 0.000, loss: 2.2530 2022-11-02 12:00:52,407 - mmcls - INFO - Epoch [28][3400/5005] lr: 1.000e-01, eta: 13:53:43, time: 0.138, data_time: 0.000, loss: 2.2220 2022-11-02 12:01:06,065 - mmcls - INFO - Epoch [28][3500/5005] lr: 1.000e-01, eta: 13:53:29, time: 0.137, data_time: 0.000, loss: 2.2528 2022-11-02 12:01:19,731 - mmcls - INFO - Epoch [28][3600/5005] lr: 1.000e-01, eta: 13:53:15, time: 0.137, data_time: 0.000, loss: 2.2377 2022-11-02 12:01:33,406 - mmcls - INFO - Epoch [28][3700/5005] lr: 1.000e-01, eta: 13:53:01, time: 0.137, data_time: 0.000, loss: 2.2105 2022-11-02 12:01:47,083 - mmcls - INFO - Epoch [28][3800/5005] lr: 1.000e-01, eta: 13:52:47, time: 0.137, data_time: 0.000, loss: 2.2443 2022-11-02 12:02:00,767 - mmcls - INFO - Epoch [28][3900/5005] lr: 1.000e-01, eta: 13:52:32, time: 0.137, data_time: 0.000, loss: 2.2413 2022-11-02 12:02:14,489 - mmcls - INFO - Epoch [28][4000/5005] lr: 1.000e-01, eta: 13:52:18, time: 0.137, data_time: 0.000, loss: 2.2414 2022-11-02 12:02:28,081 - mmcls - INFO - Epoch [28][4100/5005] lr: 1.000e-01, eta: 13:52:04, time: 0.136, data_time: 0.001, loss: 2.2315 2022-11-02 12:02:41,500 - mmcls - INFO - Epoch [28][4200/5005] lr: 1.000e-01, eta: 13:51:49, time: 0.134, data_time: 0.000, loss: 2.2509 2022-11-02 12:02:55,151 - mmcls - INFO - Epoch [28][4300/5005] lr: 1.000e-01, eta: 13:51:35, time: 0.137, data_time: 0.000, loss: 2.2187 2022-11-02 12:03:08,977 - mmcls - INFO - Epoch [28][4400/5005] lr: 1.000e-01, eta: 13:51:21, time: 0.138, data_time: 0.000, loss: 2.2403 2022-11-02 12:03:22,821 - mmcls - INFO - Epoch [28][4500/5005] lr: 1.000e-01, eta: 13:51:07, time: 0.138, data_time: 0.000, loss: 2.2415 2022-11-02 12:03:36,486 - mmcls - INFO - Epoch [28][4600/5005] lr: 1.000e-01, eta: 13:50:53, time: 0.137, data_time: 0.000, loss: 2.2260 2022-11-02 12:03:50,181 - mmcls - INFO - Epoch [28][4700/5005] lr: 1.000e-01, eta: 13:50:39, time: 0.137, data_time: 0.000, loss: 2.2253 2022-11-02 12:04:03,973 - mmcls - INFO - Epoch [28][4800/5005] lr: 1.000e-01, eta: 13:50:25, time: 0.138, data_time: 0.000, loss: 2.2587 2022-11-02 12:04:17,539 - mmcls - INFO - Epoch [28][4900/5005] lr: 1.000e-01, eta: 13:50:11, time: 0.136, data_time: 0.000, loss: 2.2609 2022-11-02 12:04:31,251 - mmcls - INFO - Epoch [28][5000/5005] lr: 1.000e-01, eta: 13:49:56, time: 0.137, data_time: 0.000, loss: 2.2432 2022-11-02 12:04:31,888 - mmcls - INFO - Saving checkpoint at 28 epochs 2022-11-02 12:04:54,970 - mmcls - INFO - Epoch(val) [28][196] accuracy_top-1: 54.2120, accuracy_top-5: 79.8180 2022-11-02 12:05:10,656 - mmcls - INFO - Epoch [29][100/5005] lr: 1.000e-01, eta: 13:49:45, time: 0.157, data_time: 0.024, loss: 2.1929 2022-11-02 12:05:24,181 - mmcls - INFO - Epoch [29][200/5005] lr: 1.000e-01, eta: 13:49:30, time: 0.135, data_time: 0.000, loss: 2.1841 2022-11-02 12:05:37,677 - mmcls - INFO - Epoch [29][300/5005] lr: 1.000e-01, eta: 13:49:16, time: 0.135, data_time: 0.000, loss: 2.2099 2022-11-02 12:05:51,153 - mmcls - INFO - Epoch [29][400/5005] lr: 1.000e-01, eta: 13:49:01, time: 0.135, data_time: 0.000, loss: 2.2119 2022-11-02 12:06:04,775 - mmcls - INFO - Epoch [29][500/5005] lr: 1.000e-01, eta: 13:48:47, time: 0.136, data_time: 0.000, loss: 2.2161 2022-11-02 12:06:18,251 - mmcls - INFO - Epoch [29][600/5005] lr: 1.000e-01, eta: 13:48:32, time: 0.135, data_time: 0.000, loss: 2.2219 2022-11-02 12:06:31,896 - mmcls - INFO - Epoch [29][700/5005] lr: 1.000e-01, eta: 13:48:18, time: 0.136, data_time: 0.000, loss: 2.2028 2022-11-02 12:06:45,654 - mmcls - INFO - Epoch [29][800/5005] lr: 1.000e-01, eta: 13:48:04, time: 0.138, data_time: 0.001, loss: 2.2169 2022-11-02 12:06:59,301 - mmcls - INFO - Epoch [29][900/5005] lr: 1.000e-01, eta: 13:47:49, time: 0.136, data_time: 0.000, loss: 2.1998 2022-11-02 12:07:13,057 - mmcls - INFO - Epoch [29][1000/5005] lr: 1.000e-01, eta: 13:47:36, time: 0.138, data_time: 0.000, loss: 2.2104 2022-11-02 12:07:26,811 - mmcls - INFO - Epoch [29][1100/5005] lr: 1.000e-01, eta: 13:47:22, time: 0.138, data_time: 0.000, loss: 2.1963 2022-11-02 12:07:40,708 - mmcls - INFO - Epoch [29][1200/5005] lr: 1.000e-01, eta: 13:47:08, time: 0.139, data_time: 0.000, loss: 2.2276 2022-11-02 12:07:54,312 - mmcls - INFO - Epoch [29][1300/5005] lr: 1.000e-01, eta: 13:46:54, time: 0.136, data_time: 0.000, loss: 2.2445 2022-11-02 12:08:07,978 - mmcls - INFO - Epoch [29][1400/5005] lr: 1.000e-01, eta: 13:46:39, time: 0.137, data_time: 0.000, loss: 2.2107 2022-11-02 12:08:21,760 - mmcls - INFO - Epoch [29][1500/5005] lr: 1.000e-01, eta: 13:46:25, time: 0.138, data_time: 0.000, loss: 2.2282 2022-11-02 12:08:35,327 - mmcls - INFO - Epoch [29][1600/5005] lr: 1.000e-01, eta: 13:46:11, time: 0.136, data_time: 0.000, loss: 2.2076 2022-11-02 12:08:48,960 - mmcls - INFO - Epoch [29][1700/5005] lr: 1.000e-01, eta: 13:45:57, time: 0.136, data_time: 0.000, loss: 2.2225 2022-11-02 12:09:02,711 - mmcls - INFO - Epoch [29][1800/5005] lr: 1.000e-01, eta: 13:45:43, time: 0.138, data_time: 0.000, loss: 2.2784 2022-11-02 12:09:16,451 - mmcls - INFO - Epoch [29][1900/5005] lr: 1.000e-01, eta: 13:45:29, time: 0.137, data_time: 0.000, loss: 2.2669 2022-11-02 12:09:30,136 - mmcls - INFO - Epoch [29][2000/5005] lr: 1.000e-01, eta: 13:45:15, time: 0.137, data_time: 0.000, loss: 2.2275 2022-11-02 12:09:43,705 - mmcls - INFO - Epoch [29][2100/5005] lr: 1.000e-01, eta: 13:45:00, time: 0.136, data_time: 0.000, loss: 2.2403 2022-11-02 12:09:57,381 - mmcls - INFO - Epoch [29][2200/5005] lr: 1.000e-01, eta: 13:44:46, time: 0.137, data_time: 0.000, loss: 2.2206 2022-11-02 12:10:10,974 - mmcls - INFO - Epoch [29][2300/5005] lr: 1.000e-01, eta: 13:44:32, time: 0.136, data_time: 0.000, loss: 2.2326 2022-11-02 12:10:24,726 - mmcls - INFO - Epoch [29][2400/5005] lr: 1.000e-01, eta: 13:44:18, time: 0.138, data_time: 0.000, loss: 2.2063 2022-11-02 12:10:38,505 - mmcls - INFO - Epoch [29][2500/5005] lr: 1.000e-01, eta: 13:44:04, time: 0.138, data_time: 0.000, loss: 2.2253 2022-11-02 12:10:52,021 - mmcls - INFO - Epoch [29][2600/5005] lr: 1.000e-01, eta: 13:43:49, time: 0.135, data_time: 0.000, loss: 2.2258 2022-11-02 12:11:05,680 - mmcls - INFO - Epoch [29][2700/5005] lr: 1.000e-01, eta: 13:43:35, time: 0.137, data_time: 0.000, loss: 2.2114 2022-11-02 12:11:19,337 - mmcls - INFO - Epoch [29][2800/5005] lr: 1.000e-01, eta: 13:43:21, time: 0.137, data_time: 0.000, loss: 2.2096 2022-11-02 12:11:32,879 - mmcls - INFO - Epoch [29][2900/5005] lr: 1.000e-01, eta: 13:43:06, time: 0.135, data_time: 0.000, loss: 2.2067 2022-11-02 12:11:46,418 - mmcls - INFO - Epoch [29][3000/5005] lr: 1.000e-01, eta: 13:42:52, time: 0.135, data_time: 0.000, loss: 2.2307 2022-11-02 12:11:59,988 - mmcls - INFO - Epoch [29][3100/5005] lr: 1.000e-01, eta: 13:42:37, time: 0.136, data_time: 0.000, loss: 2.2442 2022-11-02 12:12:13,690 - mmcls - INFO - Epoch [29][3200/5005] lr: 1.000e-01, eta: 13:42:23, time: 0.137, data_time: 0.000, loss: 2.2323 2022-11-02 12:12:27,321 - mmcls - INFO - Epoch [29][3300/5005] lr: 1.000e-01, eta: 13:42:09, time: 0.136, data_time: 0.000, loss: 2.2231 2022-11-02 12:12:40,976 - mmcls - INFO - Epoch [29][3400/5005] lr: 1.000e-01, eta: 13:41:55, time: 0.137, data_time: 0.000, loss: 2.2201 2022-11-02 12:12:54,556 - mmcls - INFO - Epoch [29][3500/5005] lr: 1.000e-01, eta: 13:41:40, time: 0.136, data_time: 0.000, loss: 2.2506 2022-11-02 12:13:08,181 - mmcls - INFO - Epoch [29][3600/5005] lr: 1.000e-01, eta: 13:41:26, time: 0.136, data_time: 0.000, loss: 2.2640 2022-11-02 12:13:22,013 - mmcls - INFO - Epoch [29][3700/5005] lr: 1.000e-01, eta: 13:41:12, time: 0.138, data_time: 0.000, loss: 2.2269 2022-11-02 12:13:35,775 - mmcls - INFO - Epoch [29][3800/5005] lr: 1.000e-01, eta: 13:40:58, time: 0.138, data_time: 0.000, loss: 2.2180 2022-11-02 12:13:49,395 - mmcls - INFO - Epoch [29][3900/5005] lr: 1.000e-01, eta: 13:40:44, time: 0.136, data_time: 0.000, loss: 2.2597 2022-11-02 12:14:03,057 - mmcls - INFO - Epoch [29][4000/5005] lr: 1.000e-01, eta: 13:40:30, time: 0.137, data_time: 0.000, loss: 2.2427 2022-11-02 12:14:16,761 - mmcls - INFO - Epoch [29][4100/5005] lr: 1.000e-01, eta: 13:40:16, time: 0.137, data_time: 0.000, loss: 2.2290 2022-11-02 12:14:30,498 - mmcls - INFO - Epoch [29][4200/5005] lr: 1.000e-01, eta: 13:40:02, time: 0.137, data_time: 0.000, loss: 2.2466 2022-11-02 12:14:44,109 - mmcls - INFO - Epoch [29][4300/5005] lr: 1.000e-01, eta: 13:39:47, time: 0.136, data_time: 0.000, loss: 2.2189 2022-11-02 12:14:57,727 - mmcls - INFO - Epoch [29][4400/5005] lr: 1.000e-01, eta: 13:39:33, time: 0.136, data_time: 0.000, loss: 2.2159 2022-11-02 12:15:11,262 - mmcls - INFO - Epoch [29][4500/5005] lr: 1.000e-01, eta: 13:39:18, time: 0.135, data_time: 0.000, loss: 2.2327 2022-11-02 12:15:24,962 - mmcls - INFO - Epoch [29][4600/5005] lr: 1.000e-01, eta: 13:39:04, time: 0.137, data_time: 0.000, loss: 2.2650 2022-11-02 12:15:38,523 - mmcls - INFO - Epoch [29][4700/5005] lr: 1.000e-01, eta: 13:38:50, time: 0.136, data_time: 0.000, loss: 2.2414 2022-11-02 12:15:52,276 - mmcls - INFO - Epoch [29][4800/5005] lr: 1.000e-01, eta: 13:38:36, time: 0.138, data_time: 0.000, loss: 2.2321 2022-11-02 12:16:05,860 - mmcls - INFO - Epoch [29][4900/5005] lr: 1.000e-01, eta: 13:38:22, time: 0.136, data_time: 0.000, loss: 2.2631 2022-11-02 12:16:19,610 - mmcls - INFO - Epoch [29][5000/5005] lr: 1.000e-01, eta: 13:38:08, time: 0.137, data_time: 0.000, loss: 2.2597 2022-11-02 12:16:20,311 - mmcls - INFO - Saving checkpoint at 29 epochs 2022-11-02 12:16:43,568 - mmcls - INFO - Epoch(val) [29][196] accuracy_top-1: 54.4000, accuracy_top-5: 79.6900 2022-11-02 12:16:59,412 - mmcls - INFO - Epoch [30][100/5005] lr: 1.000e-01, eta: 13:37:56, time: 0.158, data_time: 0.024, loss: 2.1896 2022-11-02 12:17:12,800 - mmcls - INFO - Epoch [30][200/5005] lr: 1.000e-01, eta: 13:37:42, time: 0.134, data_time: 0.000, loss: 2.1822 2022-11-02 12:17:26,371 - mmcls - INFO - Epoch [30][300/5005] lr: 1.000e-01, eta: 13:37:27, time: 0.136, data_time: 0.000, loss: 2.2064 2022-11-02 12:17:39,961 - mmcls - INFO - Epoch [30][400/5005] lr: 1.000e-01, eta: 13:37:13, time: 0.136, data_time: 0.000, loss: 2.1918 2022-11-02 12:17:53,561 - mmcls - INFO - Epoch [30][500/5005] lr: 1.000e-01, eta: 13:36:58, time: 0.136, data_time: 0.001, loss: 2.1713 2022-11-02 12:18:07,206 - mmcls - INFO - Epoch [30][600/5005] lr: 1.000e-01, eta: 13:36:44, time: 0.136, data_time: 0.000, loss: 2.2150 2022-11-02 12:18:21,046 - mmcls - INFO - Epoch [30][700/5005] lr: 1.000e-01, eta: 13:36:30, time: 0.138, data_time: 0.000, loss: 2.1908 2022-11-02 12:18:34,855 - mmcls - INFO - Epoch [30][800/5005] lr: 1.000e-01, eta: 13:36:17, time: 0.138, data_time: 0.000, loss: 2.2013 2022-11-02 12:18:48,578 - mmcls - INFO - Epoch [30][900/5005] lr: 1.000e-01, eta: 13:36:03, time: 0.137, data_time: 0.000, loss: 2.2025 2022-11-02 12:19:02,261 - mmcls - INFO - Epoch [30][1000/5005] lr: 1.000e-01, eta: 13:35:48, time: 0.137, data_time: 0.000, loss: 2.2173 2022-11-02 12:19:15,907 - mmcls - INFO - Epoch [30][1100/5005] lr: 1.000e-01, eta: 13:35:34, time: 0.136, data_time: 0.000, loss: 2.1965 2022-11-02 12:19:29,373 - mmcls - INFO - Epoch [30][1200/5005] lr: 1.000e-01, eta: 13:35:20, time: 0.135, data_time: 0.000, loss: 2.1981 2022-11-02 12:19:43,100 - mmcls - INFO - Epoch [30][1300/5005] lr: 1.000e-01, eta: 13:35:06, time: 0.137, data_time: 0.000, loss: 2.2105 2022-11-02 12:19:56,825 - mmcls - INFO - Epoch [30][1400/5005] lr: 1.000e-01, eta: 13:34:51, time: 0.137, data_time: 0.000, loss: 2.1929 2022-11-02 12:20:10,395 - mmcls - INFO - Epoch [30][1500/5005] lr: 1.000e-01, eta: 13:34:37, time: 0.136, data_time: 0.000, loss: 2.2020 2022-11-02 12:20:24,085 - mmcls - INFO - Epoch [30][1600/5005] lr: 1.000e-01, eta: 13:34:23, time: 0.137, data_time: 0.000, loss: 2.2179 2022-11-02 12:20:37,770 - mmcls - INFO - Epoch [30][1700/5005] lr: 1.000e-01, eta: 13:34:09, time: 0.137, data_time: 0.000, loss: 2.2220 2022-11-02 12:20:51,517 - mmcls - INFO - Epoch [30][1800/5005] lr: 1.000e-01, eta: 13:33:55, time: 0.137, data_time: 0.000, loss: 2.2150 2022-11-02 12:21:05,331 - mmcls - INFO - Epoch [30][1900/5005] lr: 1.000e-01, eta: 13:33:41, time: 0.138, data_time: 0.000, loss: 2.1952 2022-11-02 12:21:18,878 - mmcls - INFO - Epoch [30][2000/5005] lr: 1.000e-01, eta: 13:33:27, time: 0.135, data_time: 0.000, loss: 2.2329 2022-11-02 12:21:32,591 - mmcls - INFO - Epoch [30][2100/5005] lr: 1.000e-01, eta: 13:33:13, time: 0.137, data_time: 0.000, loss: 2.2325 2022-11-02 12:21:46,232 - mmcls - INFO - Epoch [30][2200/5005] lr: 1.000e-01, eta: 13:32:58, time: 0.136, data_time: 0.000, loss: 2.2554 2022-11-02 12:21:59,897 - mmcls - INFO - Epoch [30][2300/5005] lr: 1.000e-01, eta: 13:32:44, time: 0.137, data_time: 0.000, loss: 2.2303 2022-11-02 12:22:13,490 - mmcls - INFO - Epoch [30][2400/5005] lr: 1.000e-01, eta: 13:32:30, time: 0.136, data_time: 0.000, loss: 2.2300 2022-11-02 12:22:27,050 - mmcls - INFO - Epoch [30][2500/5005] lr: 1.000e-01, eta: 13:32:15, time: 0.136, data_time: 0.000, loss: 2.2386 2022-11-02 12:22:40,737 - mmcls - INFO - Epoch [30][2600/5005] lr: 1.000e-01, eta: 13:32:01, time: 0.137, data_time: 0.000, loss: 2.2167 2022-11-02 12:22:54,449 - mmcls - INFO - Epoch [30][2700/5005] lr: 1.000e-01, eta: 13:31:47, time: 0.137, data_time: 0.000, loss: 2.2278 2022-11-02 12:23:08,130 - mmcls - INFO - Epoch [30][2800/5005] lr: 1.000e-01, eta: 13:31:33, time: 0.137, data_time: 0.000, loss: 2.2394 2022-11-02 12:23:21,975 - mmcls - INFO - Epoch [30][2900/5005] lr: 1.000e-01, eta: 13:31:19, time: 0.138, data_time: 0.000, loss: 2.2543 2022-11-02 12:23:35,791 - mmcls - INFO - Epoch [30][3000/5005] lr: 1.000e-01, eta: 13:31:06, time: 0.138, data_time: 0.000, loss: 2.2454 2022-11-02 12:23:49,488 - mmcls - INFO - Epoch [30][3100/5005] lr: 1.000e-01, eta: 13:30:51, time: 0.137, data_time: 0.000, loss: 2.2438 2022-11-02 12:24:03,190 - mmcls - INFO - Epoch [30][3200/5005] lr: 1.000e-01, eta: 13:30:37, time: 0.137, data_time: 0.000, loss: 2.2557 2022-11-02 12:24:16,803 - mmcls - INFO - Epoch [30][3300/5005] lr: 1.000e-01, eta: 13:30:23, time: 0.136, data_time: 0.000, loss: 2.2212 2022-11-02 12:24:30,379 - mmcls - INFO - Epoch [30][3400/5005] lr: 1.000e-01, eta: 13:30:09, time: 0.136, data_time: 0.000, loss: 2.2278 2022-11-02 12:24:44,155 - mmcls - INFO - Epoch [30][3500/5005] lr: 1.000e-01, eta: 13:29:55, time: 0.138, data_time: 0.000, loss: 2.2318 2022-11-02 12:24:57,744 - mmcls - INFO - Epoch [30][3600/5005] lr: 1.000e-01, eta: 13:29:41, time: 0.136, data_time: 0.000, loss: 2.2314 2022-11-02 12:25:11,434 - mmcls - INFO - Epoch [30][3700/5005] lr: 1.000e-01, eta: 13:29:26, time: 0.137, data_time: 0.000, loss: 2.2493 2022-11-02 12:25:25,125 - mmcls - INFO - Epoch [30][3800/5005] lr: 1.000e-01, eta: 13:29:12, time: 0.137, data_time: 0.001, loss: 2.2343 2022-11-02 12:25:38,727 - mmcls - INFO - Epoch [30][3900/5005] lr: 1.000e-01, eta: 13:28:58, time: 0.136, data_time: 0.000, loss: 2.2299 2022-11-02 12:25:52,248 - mmcls - INFO - Epoch [30][4000/5005] lr: 1.000e-01, eta: 13:28:44, time: 0.135, data_time: 0.000, loss: 2.2287 2022-11-02 12:26:05,982 - mmcls - INFO - Epoch [30][4100/5005] lr: 1.000e-01, eta: 13:28:30, time: 0.137, data_time: 0.000, loss: 2.2201 2022-11-02 12:26:19,663 - mmcls - INFO - Epoch [30][4200/5005] lr: 1.000e-01, eta: 13:28:15, time: 0.137, data_time: 0.000, loss: 2.2460 2022-11-02 12:26:33,359 - mmcls - INFO - Epoch [30][4300/5005] lr: 1.000e-01, eta: 13:28:01, time: 0.137, data_time: 0.000, loss: 2.2341 2022-11-02 12:26:47,098 - mmcls - INFO - Epoch [30][4400/5005] lr: 1.000e-01, eta: 13:27:47, time: 0.137, data_time: 0.000, loss: 2.2444 2022-11-02 12:27:00,714 - mmcls - INFO - Epoch [30][4500/5005] lr: 1.000e-01, eta: 13:27:33, time: 0.136, data_time: 0.000, loss: 2.2448 2022-11-02 12:27:14,636 - mmcls - INFO - Epoch [30][4600/5005] lr: 1.000e-01, eta: 13:27:20, time: 0.139, data_time: 0.000, loss: 2.2418 2022-11-02 12:27:28,225 - mmcls - INFO - Epoch [30][4700/5005] lr: 1.000e-01, eta: 13:27:05, time: 0.136, data_time: 0.000, loss: 2.2170 2022-11-02 12:27:42,036 - mmcls - INFO - Epoch [30][4800/5005] lr: 1.000e-01, eta: 13:26:51, time: 0.138, data_time: 0.000, loss: 2.2303 2022-11-02 12:27:55,839 - mmcls - INFO - Epoch [30][4900/5005] lr: 1.000e-01, eta: 13:26:38, time: 0.138, data_time: 0.000, loss: 2.2565 2022-11-02 12:28:09,759 - mmcls - INFO - Epoch [30][5000/5005] lr: 1.000e-01, eta: 13:26:24, time: 0.139, data_time: 0.000, loss: 2.2242 2022-11-02 12:28:10,458 - mmcls - INFO - Saving checkpoint at 30 epochs 2022-11-02 12:28:33,751 - mmcls - INFO - Epoch(val) [30][196] accuracy_top-1: 53.9040, accuracy_top-5: 79.3860 2022-11-02 12:28:49,463 - mmcls - INFO - Epoch [31][100/5005] lr: 1.000e-02, eta: 13:26:12, time: 0.157, data_time: 0.023, loss: 2.0197 2022-11-02 12:29:02,954 - mmcls - INFO - Epoch [31][200/5005] lr: 1.000e-02, eta: 13:25:58, time: 0.135, data_time: 0.000, loss: 1.8664 2022-11-02 12:29:16,473 - mmcls - INFO - Epoch [31][300/5005] lr: 1.000e-02, eta: 13:25:43, time: 0.135, data_time: 0.000, loss: 1.8431 2022-11-02 12:29:30,116 - mmcls - INFO - Epoch [31][400/5005] lr: 1.000e-02, eta: 13:25:29, time: 0.136, data_time: 0.000, loss: 1.7963 2022-11-02 12:29:43,689 - mmcls - INFO - Epoch [31][500/5005] lr: 1.000e-02, eta: 13:25:15, time: 0.136, data_time: 0.000, loss: 1.7672 2022-11-02 12:29:57,334 - mmcls - INFO - Epoch [31][600/5005] lr: 1.000e-02, eta: 13:25:00, time: 0.136, data_time: 0.000, loss: 1.7514 2022-11-02 12:30:11,077 - mmcls - INFO - Epoch [31][700/5005] lr: 1.000e-02, eta: 13:24:47, time: 0.137, data_time: 0.000, loss: 1.7252 2022-11-02 12:30:24,716 - mmcls - INFO - Epoch [31][800/5005] lr: 1.000e-02, eta: 13:24:32, time: 0.136, data_time: 0.000, loss: 1.7443 2022-11-02 12:30:38,375 - mmcls - INFO - Epoch [31][900/5005] lr: 1.000e-02, eta: 13:24:18, time: 0.137, data_time: 0.000, loss: 1.7460 2022-11-02 12:30:52,113 - mmcls - INFO - Epoch [31][1000/5005] lr: 1.000e-02, eta: 13:24:04, time: 0.137, data_time: 0.000, loss: 1.7068 2022-11-02 12:31:05,657 - mmcls - INFO - Epoch [31][1100/5005] lr: 1.000e-02, eta: 13:23:50, time: 0.135, data_time: 0.000, loss: 1.7233 2022-11-02 12:31:19,447 - mmcls - INFO - Epoch [31][1200/5005] lr: 1.000e-02, eta: 13:23:36, time: 0.138, data_time: 0.000, loss: 1.7222 2022-11-02 12:31:33,060 - mmcls - INFO - Epoch [31][1300/5005] lr: 1.000e-02, eta: 13:23:22, time: 0.136, data_time: 0.000, loss: 1.7131 2022-11-02 12:31:46,710 - mmcls - INFO - Epoch [31][1400/5005] lr: 1.000e-02, eta: 13:23:07, time: 0.136, data_time: 0.000, loss: 1.6836 2022-11-02 12:32:00,468 - mmcls - INFO - Epoch [31][1500/5005] lr: 1.000e-02, eta: 13:22:53, time: 0.138, data_time: 0.000, loss: 1.6949 2022-11-02 12:32:14,142 - mmcls - INFO - Epoch [31][1600/5005] lr: 1.000e-02, eta: 13:22:39, time: 0.137, data_time: 0.000, loss: 1.6896 2022-11-02 12:32:27,964 - mmcls - INFO - Epoch [31][1700/5005] lr: 1.000e-02, eta: 13:22:26, time: 0.138, data_time: 0.000, loss: 1.6776 2022-11-02 12:32:41,690 - mmcls - INFO - Epoch [31][1800/5005] lr: 1.000e-02, eta: 13:22:12, time: 0.137, data_time: 0.000, loss: 1.6988 2022-11-02 12:32:55,566 - mmcls - INFO - Epoch [31][1900/5005] lr: 1.000e-02, eta: 13:21:58, time: 0.139, data_time: 0.000, loss: 1.6633 2022-11-02 12:33:09,303 - mmcls - INFO - Epoch [31][2000/5005] lr: 1.000e-02, eta: 13:21:44, time: 0.137, data_time: 0.000, loss: 1.6418 2022-11-02 12:33:22,902 - mmcls - INFO - Epoch [31][2100/5005] lr: 1.000e-02, eta: 13:21:30, time: 0.136, data_time: 0.000, loss: 1.6582 2022-11-02 12:33:36,675 - mmcls - INFO - Epoch [31][2200/5005] lr: 1.000e-02, eta: 13:21:16, time: 0.138, data_time: 0.000, loss: 1.6787 2022-11-02 12:33:50,322 - mmcls - INFO - Epoch [31][2300/5005] lr: 1.000e-02, eta: 13:21:02, time: 0.136, data_time: 0.000, loss: 1.6530 2022-11-02 12:34:03,943 - mmcls - INFO - Epoch [31][2400/5005] lr: 1.000e-02, eta: 13:20:47, time: 0.136, data_time: 0.000, loss: 1.6579 2022-11-02 12:34:17,748 - mmcls - INFO - Epoch [31][2500/5005] lr: 1.000e-02, eta: 13:20:34, time: 0.138, data_time: 0.000, loss: 1.6459 2022-11-02 12:34:31,501 - mmcls - INFO - Epoch [31][2600/5005] lr: 1.000e-02, eta: 13:20:20, time: 0.138, data_time: 0.000, loss: 1.6704 2022-11-02 12:34:45,101 - mmcls - INFO - Epoch [31][2700/5005] lr: 1.000e-02, eta: 13:20:05, time: 0.136, data_time: 0.000, loss: 1.6549 2022-11-02 12:34:58,662 - mmcls - INFO - Epoch [31][2800/5005] lr: 1.000e-02, eta: 13:19:51, time: 0.136, data_time: 0.000, loss: 1.6364 2022-11-02 12:35:12,307 - mmcls - INFO - Epoch [31][2900/5005] lr: 1.000e-02, eta: 13:19:37, time: 0.136, data_time: 0.000, loss: 1.6468 2022-11-02 12:35:26,008 - mmcls - INFO - Epoch [31][3000/5005] lr: 1.000e-02, eta: 13:19:23, time: 0.137, data_time: 0.000, loss: 1.6163 2022-11-02 12:35:39,748 - mmcls - INFO - Epoch [31][3100/5005] lr: 1.000e-02, eta: 13:19:09, time: 0.137, data_time: 0.000, loss: 1.6380 2022-11-02 12:35:53,529 - mmcls - INFO - Epoch [31][3200/5005] lr: 1.000e-02, eta: 13:18:55, time: 0.138, data_time: 0.000, loss: 1.6355 2022-11-02 12:36:07,248 - mmcls - INFO - Epoch [31][3300/5005] lr: 1.000e-02, eta: 13:18:41, time: 0.137, data_time: 0.000, loss: 1.6224 2022-11-02 12:36:20,983 - mmcls - INFO - Epoch [31][3400/5005] lr: 1.000e-02, eta: 13:18:27, time: 0.137, data_time: 0.000, loss: 1.6165 2022-11-02 12:36:34,556 - mmcls - INFO - Epoch [31][3500/5005] lr: 1.000e-02, eta: 13:18:13, time: 0.136, data_time: 0.000, loss: 1.6309 2022-11-02 12:36:48,191 - mmcls - INFO - Epoch [31][3600/5005] lr: 1.000e-02, eta: 13:17:58, time: 0.136, data_time: 0.000, loss: 1.6265 2022-11-02 12:37:01,969 - mmcls - INFO - Epoch [31][3700/5005] lr: 1.000e-02, eta: 13:17:44, time: 0.138, data_time: 0.000, loss: 1.5951 2022-11-02 12:37:15,529 - mmcls - INFO - Epoch [31][3800/5005] lr: 1.000e-02, eta: 13:17:30, time: 0.136, data_time: 0.000, loss: 1.6108 2022-11-02 12:37:29,152 - mmcls - INFO - Epoch [31][3900/5005] lr: 1.000e-02, eta: 13:17:16, time: 0.136, data_time: 0.000, loss: 1.6200 2022-11-02 12:37:42,876 - mmcls - INFO - Epoch [31][4000/5005] lr: 1.000e-02, eta: 13:17:02, time: 0.137, data_time: 0.000, loss: 1.6093 2022-11-02 12:37:56,580 - mmcls - INFO - Epoch [31][4100/5005] lr: 1.000e-02, eta: 13:16:48, time: 0.137, data_time: 0.000, loss: 1.6323 2022-11-02 12:38:10,367 - mmcls - INFO - Epoch [31][4200/5005] lr: 1.000e-02, eta: 13:16:34, time: 0.138, data_time: 0.000, loss: 1.6154 2022-11-02 12:38:24,042 - mmcls - INFO - Epoch [31][4300/5005] lr: 1.000e-02, eta: 13:16:20, time: 0.137, data_time: 0.000, loss: 1.6098 2022-11-02 12:38:37,842 - mmcls - INFO - Epoch [31][4400/5005] lr: 1.000e-02, eta: 13:16:06, time: 0.138, data_time: 0.000, loss: 1.6041 2022-11-02 12:38:51,462 - mmcls - INFO - Epoch [31][4500/5005] lr: 1.000e-02, eta: 13:15:52, time: 0.136, data_time: 0.000, loss: 1.6148 2022-11-02 12:39:05,156 - mmcls - INFO - Epoch [31][4600/5005] lr: 1.000e-02, eta: 13:15:38, time: 0.137, data_time: 0.000, loss: 1.6002 2022-11-02 12:39:18,732 - mmcls - INFO - Epoch [31][4700/5005] lr: 1.000e-02, eta: 13:15:23, time: 0.136, data_time: 0.000, loss: 1.6159 2022-11-02 12:39:32,270 - mmcls - INFO - Epoch [31][4800/5005] lr: 1.000e-02, eta: 13:15:09, time: 0.135, data_time: 0.000, loss: 1.6189 2022-11-02 12:39:46,030 - mmcls - INFO - Epoch [31][4900/5005] lr: 1.000e-02, eta: 13:14:55, time: 0.138, data_time: 0.000, loss: 1.6041 2022-11-02 12:39:59,831 - mmcls - INFO - Epoch [31][5000/5005] lr: 1.000e-02, eta: 13:14:41, time: 0.138, data_time: 0.000, loss: 1.6034 2022-11-02 12:40:00,497 - mmcls - INFO - Saving checkpoint at 31 epochs 2022-11-02 12:40:23,631 - mmcls - INFO - Epoch(val) [31][196] accuracy_top-1: 68.3500, accuracy_top-5: 89.0720 2022-11-02 12:40:39,290 - mmcls - INFO - Epoch [32][100/5005] lr: 1.000e-02, eta: 13:14:29, time: 0.157, data_time: 0.024, loss: 1.5898 2022-11-02 12:40:52,647 - mmcls - INFO - Epoch [32][200/5005] lr: 1.000e-02, eta: 13:14:15, time: 0.134, data_time: 0.000, loss: 1.5743 2022-11-02 12:41:06,272 - mmcls - INFO - Epoch [32][300/5005] lr: 1.000e-02, eta: 13:14:00, time: 0.136, data_time: 0.000, loss: 1.5733 2022-11-02 12:41:19,780 - mmcls - INFO - Epoch [32][400/5005] lr: 1.000e-02, eta: 13:13:46, time: 0.135, data_time: 0.000, loss: 1.5701 2022-11-02 12:41:33,212 - mmcls - INFO - Epoch [32][500/5005] lr: 1.000e-02, eta: 13:13:31, time: 0.134, data_time: 0.000, loss: 1.5700 2022-11-02 12:41:46,904 - mmcls - INFO - Epoch [32][600/5005] lr: 1.000e-02, eta: 13:13:17, time: 0.137, data_time: 0.000, loss: 1.5849 2022-11-02 12:42:00,622 - mmcls - INFO - Epoch [32][700/5005] lr: 1.000e-02, eta: 13:13:03, time: 0.137, data_time: 0.000, loss: 1.5547 2022-11-02 12:42:14,171 - mmcls - INFO - Epoch [32][800/5005] lr: 1.000e-02, eta: 13:12:49, time: 0.135, data_time: 0.000, loss: 1.5486 2022-11-02 12:42:27,839 - mmcls - INFO - Epoch [32][900/5005] lr: 1.000e-02, eta: 13:12:35, time: 0.137, data_time: 0.000, loss: 1.5684 2022-11-02 12:42:41,564 - mmcls - INFO - Epoch [32][1000/5005] lr: 1.000e-02, eta: 13:12:21, time: 0.137, data_time: 0.000, loss: 1.5509 2022-11-02 12:42:55,268 - mmcls - INFO - Epoch [32][1100/5005] lr: 1.000e-02, eta: 13:12:07, time: 0.137, data_time: 0.000, loss: 1.5614 2022-11-02 12:43:08,969 - mmcls - INFO - Epoch [32][1200/5005] lr: 1.000e-02, eta: 13:11:53, time: 0.137, data_time: 0.000, loss: 1.5712 2022-11-02 12:43:22,879 - mmcls - INFO - Epoch [32][1300/5005] lr: 1.000e-02, eta: 13:11:39, time: 0.139, data_time: 0.000, loss: 1.5727 2022-11-02 12:43:36,477 - mmcls - INFO - Epoch [32][1400/5005] lr: 1.000e-02, eta: 13:11:25, time: 0.136, data_time: 0.000, loss: 1.5536 2022-11-02 12:43:50,092 - mmcls - INFO - Epoch [32][1500/5005] lr: 1.000e-02, eta: 13:11:10, time: 0.136, data_time: 0.000, loss: 1.5339 2022-11-02 12:44:03,785 - mmcls - INFO - Epoch [32][1600/5005] lr: 1.000e-02, eta: 13:10:56, time: 0.137, data_time: 0.000, loss: 1.5775 2022-11-02 12:44:17,497 - mmcls - INFO - Epoch [32][1700/5005] lr: 1.000e-02, eta: 13:10:42, time: 0.137, data_time: 0.000, loss: 1.5721 2022-11-02 12:44:31,111 - mmcls - INFO - Epoch [32][1800/5005] lr: 1.000e-02, eta: 13:10:28, time: 0.136, data_time: 0.000, loss: 1.5688 2022-11-02 12:44:44,689 - mmcls - INFO - Epoch [32][1900/5005] lr: 1.000e-02, eta: 13:10:14, time: 0.136, data_time: 0.000, loss: 1.5622 2022-11-02 12:44:58,448 - mmcls - INFO - Epoch [32][2000/5005] lr: 1.000e-02, eta: 13:10:00, time: 0.138, data_time: 0.000, loss: 1.5405 2022-11-02 12:45:12,059 - mmcls - INFO - Epoch [32][2100/5005] lr: 1.000e-02, eta: 13:09:46, time: 0.136, data_time: 0.000, loss: 1.5649 2022-11-02 12:45:25,683 - mmcls - INFO - Epoch [32][2200/5005] lr: 1.000e-02, eta: 13:09:32, time: 0.136, data_time: 0.000, loss: 1.5708 2022-11-02 12:45:39,469 - mmcls - INFO - Epoch [32][2300/5005] lr: 1.000e-02, eta: 13:09:18, time: 0.138, data_time: 0.000, loss: 1.5617 2022-11-02 12:45:53,127 - mmcls - INFO - Epoch [32][2400/5005] lr: 1.000e-02, eta: 13:09:04, time: 0.137, data_time: 0.000, loss: 1.5392 2022-11-02 12:46:06,825 - mmcls - INFO - Epoch [32][2500/5005] lr: 1.000e-02, eta: 13:08:50, time: 0.137, data_time: 0.000, loss: 1.5641 2022-11-02 12:46:20,720 - mmcls - INFO - Epoch [32][2600/5005] lr: 1.000e-02, eta: 13:08:36, time: 0.139, data_time: 0.000, loss: 1.5567 2022-11-02 12:46:34,411 - mmcls - INFO - Epoch [32][2700/5005] lr: 1.000e-02, eta: 13:08:22, time: 0.137, data_time: 0.000, loss: 1.5611 2022-11-02 12:46:48,139 - mmcls - INFO - Epoch [32][2800/5005] lr: 1.000e-02, eta: 13:08:08, time: 0.137, data_time: 0.000, loss: 1.5594 2022-11-02 12:47:01,849 - mmcls - INFO - Epoch [32][2900/5005] lr: 1.000e-02, eta: 13:07:54, time: 0.137, data_time: 0.000, loss: 1.5745 2022-11-02 12:47:15,595 - mmcls - INFO - Epoch [32][3000/5005] lr: 1.000e-02, eta: 13:07:40, time: 0.137, data_time: 0.000, loss: 1.5606 2022-11-02 12:47:29,407 - mmcls - INFO - Epoch [32][3100/5005] lr: 1.000e-02, eta: 13:07:26, time: 0.138, data_time: 0.000, loss: 1.5665 2022-11-02 12:47:43,092 - mmcls - INFO - Epoch [32][3200/5005] lr: 1.000e-02, eta: 13:07:12, time: 0.137, data_time: 0.000, loss: 1.5647 2022-11-02 12:47:56,923 - mmcls - INFO - Epoch [32][3300/5005] lr: 1.000e-02, eta: 13:06:58, time: 0.138, data_time: 0.000, loss: 1.5332 2022-11-02 12:48:10,575 - mmcls - INFO - Epoch [32][3400/5005] lr: 1.000e-02, eta: 13:06:44, time: 0.137, data_time: 0.000, loss: 1.5687 2022-11-02 12:48:24,454 - mmcls - INFO - Epoch [32][3500/5005] lr: 1.000e-02, eta: 13:06:31, time: 0.139, data_time: 0.000, loss: 1.5261 2022-11-02 12:48:38,164 - mmcls - INFO - Epoch [32][3600/5005] lr: 1.000e-02, eta: 13:06:17, time: 0.137, data_time: 0.000, loss: 1.5555 2022-11-02 12:48:51,721 - mmcls - INFO - Epoch [32][3700/5005] lr: 1.000e-02, eta: 13:06:02, time: 0.136, data_time: 0.000, loss: 1.5485 2022-11-02 12:49:05,500 - mmcls - INFO - Epoch [32][3800/5005] lr: 1.000e-02, eta: 13:05:48, time: 0.138, data_time: 0.000, loss: 1.5592 2022-11-02 12:49:19,073 - mmcls - INFO - Epoch [32][3900/5005] lr: 1.000e-02, eta: 13:05:34, time: 0.136, data_time: 0.000, loss: 1.5367 2022-11-02 12:49:32,673 - mmcls - INFO - Epoch [32][4000/5005] lr: 1.000e-02, eta: 13:05:20, time: 0.136, data_time: 0.000, loss: 1.5397 2022-11-02 12:49:46,373 - mmcls - INFO - Epoch [32][4100/5005] lr: 1.000e-02, eta: 13:05:06, time: 0.137, data_time: 0.000, loss: 1.5258 2022-11-02 12:49:59,987 - mmcls - INFO - Epoch [32][4200/5005] lr: 1.000e-02, eta: 13:04:52, time: 0.136, data_time: 0.000, loss: 1.5160 2022-11-02 12:50:13,830 - mmcls - INFO - Epoch [32][4300/5005] lr: 1.000e-02, eta: 13:04:38, time: 0.138, data_time: 0.000, loss: 1.5182 2022-11-02 12:50:27,455 - mmcls - INFO - Epoch [32][4400/5005] lr: 1.000e-02, eta: 13:04:24, time: 0.136, data_time: 0.000, loss: 1.5472 2022-11-02 12:50:41,127 - mmcls - INFO - Epoch [32][4500/5005] lr: 1.000e-02, eta: 13:04:10, time: 0.137, data_time: 0.000, loss: 1.5436 2022-11-02 12:50:54,751 - mmcls - INFO - Epoch [32][4600/5005] lr: 1.000e-02, eta: 13:03:55, time: 0.136, data_time: 0.000, loss: 1.5465 2022-11-02 12:51:08,402 - mmcls - INFO - Epoch [32][4700/5005] lr: 1.000e-02, eta: 13:03:41, time: 0.136, data_time: 0.000, loss: 1.5500 2022-11-02 12:51:22,365 - mmcls - INFO - Epoch [32][4800/5005] lr: 1.000e-02, eta: 13:03:28, time: 0.140, data_time: 0.000, loss: 1.5225 2022-11-02 12:51:36,116 - mmcls - INFO - Epoch [32][4900/5005] lr: 1.000e-02, eta: 13:03:14, time: 0.137, data_time: 0.000, loss: 1.5486 2022-11-02 12:51:49,822 - mmcls - INFO - Epoch [32][5000/5005] lr: 1.000e-02, eta: 13:03:00, time: 0.137, data_time: 0.000, loss: 1.5281 2022-11-02 12:51:50,512 - mmcls - INFO - Saving checkpoint at 32 epochs 2022-11-02 12:52:14,071 - mmcls - INFO - Epoch(val) [32][196] accuracy_top-1: 69.6020, accuracy_top-5: 89.6380 2022-11-02 12:52:29,777 - mmcls - INFO - Epoch [33][100/5005] lr: 1.000e-02, eta: 13:02:48, time: 0.157, data_time: 0.024, loss: 1.5225 2022-11-02 12:52:43,164 - mmcls - INFO - Epoch [33][200/5005] lr: 1.000e-02, eta: 13:02:33, time: 0.134, data_time: 0.000, loss: 1.5261 2022-11-02 12:52:56,629 - mmcls - INFO - Epoch [33][300/5005] lr: 1.000e-02, eta: 13:02:19, time: 0.135, data_time: 0.000, loss: 1.5126 2022-11-02 12:53:10,018 - mmcls - INFO - Epoch [33][400/5005] lr: 1.000e-02, eta: 13:02:04, time: 0.134, data_time: 0.000, loss: 1.5073 2022-11-02 12:53:23,572 - mmcls - INFO - Epoch [33][500/5005] lr: 1.000e-02, eta: 13:01:50, time: 0.136, data_time: 0.000, loss: 1.5100 2022-11-02 12:53:37,211 - mmcls - INFO - Epoch [33][600/5005] lr: 1.000e-02, eta: 13:01:35, time: 0.136, data_time: 0.000, loss: 1.5120 2022-11-02 12:53:50,820 - mmcls - INFO - Epoch [33][700/5005] lr: 1.000e-02, eta: 13:01:21, time: 0.136, data_time: 0.000, loss: 1.5246 2022-11-02 12:54:04,458 - mmcls - INFO - Epoch [33][800/5005] lr: 1.000e-02, eta: 13:01:07, time: 0.136, data_time: 0.000, loss: 1.5294 2022-11-02 12:54:18,105 - mmcls - INFO - Epoch [33][900/5005] lr: 1.000e-02, eta: 13:00:53, time: 0.136, data_time: 0.000, loss: 1.5329 2022-11-02 12:54:31,828 - mmcls - INFO - Epoch [33][1000/5005] lr: 1.000e-02, eta: 13:00:39, time: 0.137, data_time: 0.000, loss: 1.5201 2022-11-02 12:54:45,318 - mmcls - INFO - Epoch [33][1100/5005] lr: 1.000e-02, eta: 13:00:25, time: 0.135, data_time: 0.000, loss: 1.5226 2022-11-02 12:54:59,196 - mmcls - INFO - Epoch [33][1200/5005] lr: 1.000e-02, eta: 13:00:11, time: 0.139, data_time: 0.000, loss: 1.4826 2022-11-02 12:55:12,864 - mmcls - INFO - Epoch [33][1300/5005] lr: 1.000e-02, eta: 12:59:57, time: 0.137, data_time: 0.000, loss: 1.5133 2022-11-02 12:55:26,424 - mmcls - INFO - Epoch [33][1400/5005] lr: 1.000e-02, eta: 12:59:42, time: 0.136, data_time: 0.000, loss: 1.5177 2022-11-02 12:55:40,115 - mmcls - INFO - Epoch [33][1500/5005] lr: 1.000e-02, eta: 12:59:28, time: 0.137, data_time: 0.000, loss: 1.5083 2022-11-02 12:55:53,759 - mmcls - INFO - Epoch [33][1600/5005] lr: 1.000e-02, eta: 12:59:14, time: 0.136, data_time: 0.000, loss: 1.5207 2022-11-02 12:56:07,409 - mmcls - INFO - Epoch [33][1700/5005] lr: 1.000e-02, eta: 12:59:00, time: 0.136, data_time: 0.000, loss: 1.4930 2022-11-02 12:56:21,028 - mmcls - INFO - Epoch [33][1800/5005] lr: 1.000e-02, eta: 12:58:46, time: 0.136, data_time: 0.000, loss: 1.5128 2022-11-02 12:56:34,601 - mmcls - INFO - Epoch [33][1900/5005] lr: 1.000e-02, eta: 12:58:32, time: 0.136, data_time: 0.000, loss: 1.5002 2022-11-02 12:56:48,213 - mmcls - INFO - Epoch [33][2000/5005] lr: 1.000e-02, eta: 12:58:18, time: 0.136, data_time: 0.000, loss: 1.5190 2022-11-02 12:57:01,925 - mmcls - INFO - Epoch [33][2100/5005] lr: 1.000e-02, eta: 12:58:04, time: 0.137, data_time: 0.000, loss: 1.5125 2022-11-02 12:57:15,604 - mmcls - INFO - Epoch [33][2200/5005] lr: 1.000e-02, eta: 12:57:49, time: 0.137, data_time: 0.000, loss: 1.4945 2022-11-02 12:57:29,189 - mmcls - INFO - Epoch [33][2300/5005] lr: 1.000e-02, eta: 12:57:35, time: 0.136, data_time: 0.000, loss: 1.5037 2022-11-02 12:57:42,751 - mmcls - INFO - Epoch [33][2400/5005] lr: 1.000e-02, eta: 12:57:21, time: 0.136, data_time: 0.000, loss: 1.5014 2022-11-02 12:57:56,433 - mmcls - INFO - Epoch [33][2500/5005] lr: 1.000e-02, eta: 12:57:07, time: 0.137, data_time: 0.000, loss: 1.5073 2022-11-02 12:58:10,232 - mmcls - INFO - Epoch [33][2600/5005] lr: 1.000e-02, eta: 12:56:53, time: 0.138, data_time: 0.000, loss: 1.5146 2022-11-02 12:58:23,940 - mmcls - INFO - Epoch [33][2700/5005] lr: 1.000e-02, eta: 12:56:39, time: 0.137, data_time: 0.000, loss: 1.5163 2022-11-02 12:58:37,687 - mmcls - INFO - Epoch [33][2800/5005] lr: 1.000e-02, eta: 12:56:25, time: 0.137, data_time: 0.000, loss: 1.5252 2022-11-02 12:58:51,292 - mmcls - INFO - Epoch [33][2900/5005] lr: 1.000e-02, eta: 12:56:11, time: 0.136, data_time: 0.000, loss: 1.4844 2022-11-02 12:59:04,980 - mmcls - INFO - Epoch [33][3000/5005] lr: 1.000e-02, eta: 12:55:57, time: 0.137, data_time: 0.000, loss: 1.5139 2022-11-02 12:59:18,594 - mmcls - INFO - Epoch [33][3100/5005] lr: 1.000e-02, eta: 12:55:43, time: 0.136, data_time: 0.000, loss: 1.5200 2022-11-02 12:59:32,261 - mmcls - INFO - Epoch [33][3200/5005] lr: 1.000e-02, eta: 12:55:29, time: 0.137, data_time: 0.000, loss: 1.5278 2022-11-02 12:59:45,951 - mmcls - INFO - Epoch [33][3300/5005] lr: 1.000e-02, eta: 12:55:15, time: 0.137, data_time: 0.000, loss: 1.4994 2022-11-02 12:59:59,785 - mmcls - INFO - Epoch [33][3400/5005] lr: 1.000e-02, eta: 12:55:01, time: 0.138, data_time: 0.000, loss: 1.5347 2022-11-02 13:00:13,459 - mmcls - INFO - Epoch [33][3500/5005] lr: 1.000e-02, eta: 12:54:47, time: 0.137, data_time: 0.000, loss: 1.5009 2022-11-02 13:00:27,091 - mmcls - INFO - Epoch [33][3600/5005] lr: 1.000e-02, eta: 12:54:33, time: 0.136, data_time: 0.000, loss: 1.4898 2022-11-02 13:00:40,723 - mmcls - INFO - Epoch [33][3700/5005] lr: 1.000e-02, eta: 12:54:18, time: 0.136, data_time: 0.000, loss: 1.5142 2022-11-02 13:00:54,491 - mmcls - INFO - Epoch [33][3800/5005] lr: 1.000e-02, eta: 12:54:05, time: 0.138, data_time: 0.000, loss: 1.5205 2022-11-02 13:01:08,102 - mmcls - INFO - Epoch [33][3900/5005] lr: 1.000e-02, eta: 12:53:50, time: 0.136, data_time: 0.000, loss: 1.5243 2022-11-02 13:01:21,797 - mmcls - INFO - Epoch [33][4000/5005] lr: 1.000e-02, eta: 12:53:36, time: 0.137, data_time: 0.000, loss: 1.5067 2022-11-02 13:01:35,579 - mmcls - INFO - Epoch [33][4100/5005] lr: 1.000e-02, eta: 12:53:23, time: 0.138, data_time: 0.000, loss: 1.4917 2022-11-02 13:01:49,219 - mmcls - INFO - Epoch [33][4200/5005] lr: 1.000e-02, eta: 12:53:08, time: 0.136, data_time: 0.000, loss: 1.4904 2022-11-02 13:02:02,897 - mmcls - INFO - Epoch [33][4300/5005] lr: 1.000e-02, eta: 12:52:54, time: 0.137, data_time: 0.000, loss: 1.5111 2022-11-02 13:02:16,480 - mmcls - INFO - Epoch [33][4400/5005] lr: 1.000e-02, eta: 12:52:40, time: 0.136, data_time: 0.000, loss: 1.5164 2022-11-02 13:02:30,075 - mmcls - INFO - Epoch [33][4500/5005] lr: 1.000e-02, eta: 12:52:26, time: 0.136, data_time: 0.000, loss: 1.5076 2022-11-02 13:02:43,788 - mmcls - INFO - Epoch [33][4600/5005] lr: 1.000e-02, eta: 12:52:12, time: 0.137, data_time: 0.000, loss: 1.5019 2022-11-02 13:02:57,350 - mmcls - INFO - Epoch [33][4700/5005] lr: 1.000e-02, eta: 12:51:58, time: 0.136, data_time: 0.000, loss: 1.5261 2022-11-02 13:03:11,087 - mmcls - INFO - Epoch [33][4800/5005] lr: 1.000e-02, eta: 12:51:44, time: 0.137, data_time: 0.000, loss: 1.5101 2022-11-02 13:03:24,699 - mmcls - INFO - Epoch [33][4900/5005] lr: 1.000e-02, eta: 12:51:29, time: 0.136, data_time: 0.000, loss: 1.5061 2022-11-02 13:03:38,595 - mmcls - INFO - Epoch [33][5000/5005] lr: 1.000e-02, eta: 12:51:16, time: 0.139, data_time: 0.000, loss: 1.5057 2022-11-02 13:03:39,256 - mmcls - INFO - Saving checkpoint at 33 epochs 2022-11-02 13:04:02,496 - mmcls - INFO - Epoch(val) [33][196] accuracy_top-1: 69.8880, accuracy_top-5: 89.8140 2022-11-02 13:04:18,317 - mmcls - INFO - Epoch [34][100/5005] lr: 1.000e-02, eta: 12:51:04, time: 0.158, data_time: 0.024, loss: 1.5055 2022-11-02 13:04:31,898 - mmcls - INFO - Epoch [34][200/5005] lr: 1.000e-02, eta: 12:50:50, time: 0.136, data_time: 0.000, loss: 1.4691 2022-11-02 13:04:45,463 - mmcls - INFO - Epoch [34][300/5005] lr: 1.000e-02, eta: 12:50:36, time: 0.136, data_time: 0.000, loss: 1.4740 2022-11-02 13:04:58,937 - mmcls - INFO - Epoch [34][400/5005] lr: 1.000e-02, eta: 12:50:21, time: 0.135, data_time: 0.000, loss: 1.4862 2022-11-02 13:05:12,620 - mmcls - INFO - Epoch [34][500/5005] lr: 1.000e-02, eta: 12:50:07, time: 0.137, data_time: 0.000, loss: 1.4848 2022-11-02 13:05:26,216 - mmcls - INFO - Epoch [34][600/5005] lr: 1.000e-02, eta: 12:49:53, time: 0.136, data_time: 0.000, loss: 1.4567 2022-11-02 13:05:39,934 - mmcls - INFO - Epoch [34][700/5005] lr: 1.000e-02, eta: 12:49:39, time: 0.137, data_time: 0.000, loss: 1.4788 2022-11-02 13:05:53,564 - mmcls - INFO - Epoch [34][800/5005] lr: 1.000e-02, eta: 12:49:25, time: 0.136, data_time: 0.000, loss: 1.4693 2022-11-02 13:06:07,160 - mmcls - INFO - Epoch [34][900/5005] lr: 1.000e-02, eta: 12:49:11, time: 0.136, data_time: 0.000, loss: 1.4935 2022-11-02 13:06:21,024 - mmcls - INFO - Epoch [34][1000/5005] lr: 1.000e-02, eta: 12:48:57, time: 0.139, data_time: 0.000, loss: 1.4896 2022-11-02 13:06:34,687 - mmcls - INFO - Epoch [34][1100/5005] lr: 1.000e-02, eta: 12:48:43, time: 0.137, data_time: 0.000, loss: 1.4745 2022-11-02 13:06:48,309 - mmcls - INFO - Epoch [34][1200/5005] lr: 1.000e-02, eta: 12:48:29, time: 0.136, data_time: 0.000, loss: 1.4878 2022-11-02 13:07:02,021 - mmcls - INFO - Epoch [34][1300/5005] lr: 1.000e-02, eta: 12:48:15, time: 0.137, data_time: 0.000, loss: 1.4843 2022-11-02 13:07:15,699 - mmcls - INFO - Epoch [34][1400/5005] lr: 1.000e-02, eta: 12:48:01, time: 0.137, data_time: 0.000, loss: 1.4778 2022-11-02 13:07:29,340 - mmcls - INFO - Epoch [34][1500/5005] lr: 1.000e-02, eta: 12:47:46, time: 0.136, data_time: 0.000, loss: 1.4562 2022-11-02 13:07:43,072 - mmcls - INFO - Epoch [34][1600/5005] lr: 1.000e-02, eta: 12:47:33, time: 0.137, data_time: 0.000, loss: 1.4727 2022-11-02 13:07:56,860 - mmcls - INFO - Epoch [34][1700/5005] lr: 1.000e-02, eta: 12:47:19, time: 0.138, data_time: 0.000, loss: 1.4762 2022-11-02 13:08:10,537 - mmcls - INFO - Epoch [34][1800/5005] lr: 1.000e-02, eta: 12:47:05, time: 0.137, data_time: 0.000, loss: 1.4989 2022-11-02 13:08:24,334 - mmcls - INFO - Epoch [34][1900/5005] lr: 1.000e-02, eta: 12:46:51, time: 0.138, data_time: 0.000, loss: 1.5002 2022-11-02 13:08:37,939 - mmcls - INFO - Epoch [34][2000/5005] lr: 1.000e-02, eta: 12:46:37, time: 0.136, data_time: 0.000, loss: 1.5000 2022-11-02 13:08:51,423 - mmcls - INFO - Epoch [34][2100/5005] lr: 1.000e-02, eta: 12:46:22, time: 0.135, data_time: 0.000, loss: 1.4842 2022-11-02 13:09:05,224 - mmcls - INFO - Epoch [34][2200/5005] lr: 1.000e-02, eta: 12:46:08, time: 0.138, data_time: 0.000, loss: 1.4895 2022-11-02 13:09:18,938 - mmcls - INFO - Epoch [34][2300/5005] lr: 1.000e-02, eta: 12:45:54, time: 0.137, data_time: 0.000, loss: 1.4656 2022-11-02 13:09:32,557 - mmcls - INFO - Epoch [34][2400/5005] lr: 1.000e-02, eta: 12:45:40, time: 0.136, data_time: 0.000, loss: 1.4781 2022-11-02 13:09:46,290 - mmcls - INFO - Epoch [34][2500/5005] lr: 1.000e-02, eta: 12:45:26, time: 0.137, data_time: 0.000, loss: 1.4875 2022-11-02 13:09:59,882 - mmcls - INFO - Epoch [34][2600/5005] lr: 1.000e-02, eta: 12:45:12, time: 0.136, data_time: 0.000, loss: 1.4923 2022-11-02 13:10:13,491 - mmcls - INFO - Epoch [34][2700/5005] lr: 1.000e-02, eta: 12:44:58, time: 0.136, data_time: 0.000, loss: 1.4919 2022-11-02 13:10:27,189 - mmcls - INFO - Epoch [34][2800/5005] lr: 1.000e-02, eta: 12:44:44, time: 0.137, data_time: 0.000, loss: 1.4863 2022-11-02 13:10:40,957 - mmcls - INFO - Epoch [34][2900/5005] lr: 1.000e-02, eta: 12:44:30, time: 0.138, data_time: 0.000, loss: 1.4780 2022-11-02 13:10:54,631 - mmcls - INFO - Epoch [34][3000/5005] lr: 1.000e-02, eta: 12:44:16, time: 0.137, data_time: 0.000, loss: 1.4670 2022-11-02 13:11:08,326 - mmcls - INFO - Epoch [34][3100/5005] lr: 1.000e-02, eta: 12:44:02, time: 0.137, data_time: 0.000, loss: 1.4832 2022-11-02 13:11:21,956 - mmcls - INFO - Epoch [34][3200/5005] lr: 1.000e-02, eta: 12:43:48, time: 0.136, data_time: 0.000, loss: 1.4825 2022-11-02 13:11:35,533 - mmcls - INFO - Epoch [34][3300/5005] lr: 1.000e-02, eta: 12:43:34, time: 0.136, data_time: 0.000, loss: 1.4949 2022-11-02 13:11:49,090 - mmcls - INFO - Epoch [34][3400/5005] lr: 1.000e-02, eta: 12:43:19, time: 0.136, data_time: 0.000, loss: 1.4752 2022-11-02 13:12:02,718 - mmcls - INFO - Epoch [34][3500/5005] lr: 1.000e-02, eta: 12:43:05, time: 0.136, data_time: 0.000, loss: 1.4886 2022-11-02 13:12:16,473 - mmcls - INFO - Epoch [34][3600/5005] lr: 1.000e-02, eta: 12:42:51, time: 0.138, data_time: 0.000, loss: 1.4670 2022-11-02 13:12:30,070 - mmcls - INFO - Epoch [34][3700/5005] lr: 1.000e-02, eta: 12:42:37, time: 0.136, data_time: 0.000, loss: 1.4994 2022-11-02 13:12:43,872 - mmcls - INFO - Epoch [34][3800/5005] lr: 1.000e-02, eta: 12:42:23, time: 0.138, data_time: 0.000, loss: 1.4805 2022-11-02 13:12:57,435 - mmcls - INFO - Epoch [34][3900/5005] lr: 1.000e-02, eta: 12:42:09, time: 0.136, data_time: 0.000, loss: 1.4763 2022-11-02 13:13:11,179 - mmcls - INFO - Epoch [34][4000/5005] lr: 1.000e-02, eta: 12:41:55, time: 0.137, data_time: 0.000, loss: 1.4999 2022-11-02 13:13:24,839 - mmcls - INFO - Epoch [34][4100/5005] lr: 1.000e-02, eta: 12:41:41, time: 0.137, data_time: 0.000, loss: 1.4864 2022-11-02 13:13:38,558 - mmcls - INFO - Epoch [34][4200/5005] lr: 1.000e-02, eta: 12:41:27, time: 0.137, data_time: 0.000, loss: 1.4978 2022-11-02 13:13:52,215 - mmcls - INFO - Epoch [34][4300/5005] lr: 1.000e-02, eta: 12:41:13, time: 0.137, data_time: 0.000, loss: 1.5141 2022-11-02 13:14:05,795 - mmcls - INFO - Epoch [34][4400/5005] lr: 1.000e-02, eta: 12:40:59, time: 0.136, data_time: 0.000, loss: 1.4862 2022-11-02 13:14:19,615 - mmcls - INFO - Epoch [34][4500/5005] lr: 1.000e-02, eta: 12:40:45, time: 0.138, data_time: 0.000, loss: 1.4659 2022-11-02 13:14:33,159 - mmcls - INFO - Epoch [34][4600/5005] lr: 1.000e-02, eta: 12:40:31, time: 0.135, data_time: 0.000, loss: 1.4927 2022-11-02 13:14:46,836 - mmcls - INFO - Epoch [34][4700/5005] lr: 1.000e-02, eta: 12:40:17, time: 0.137, data_time: 0.000, loss: 1.4662 2022-11-02 13:15:00,341 - mmcls - INFO - Epoch [34][4800/5005] lr: 1.000e-02, eta: 12:40:03, time: 0.135, data_time: 0.000, loss: 1.4775 2022-11-02 13:15:13,992 - mmcls - INFO - Epoch [34][4900/5005] lr: 1.000e-02, eta: 12:39:48, time: 0.136, data_time: 0.000, loss: 1.4600 2022-11-02 13:15:27,778 - mmcls - INFO - Epoch [34][5000/5005] lr: 1.000e-02, eta: 12:39:35, time: 0.138, data_time: 0.000, loss: 1.4887 2022-11-02 13:15:28,480 - mmcls - INFO - Saving checkpoint at 34 epochs 2022-11-02 13:15:51,758 - mmcls - INFO - Epoch(val) [34][196] accuracy_top-1: 70.1860, accuracy_top-5: 90.0460 2022-11-02 13:16:07,581 - mmcls - INFO - Epoch [35][100/5005] lr: 1.000e-02, eta: 12:39:23, time: 0.158, data_time: 0.024, loss: 1.4629 2022-11-02 13:16:20,937 - mmcls - INFO - Epoch [35][200/5005] lr: 1.000e-02, eta: 12:39:08, time: 0.134, data_time: 0.000, loss: 1.4342 2022-11-02 13:16:34,546 - mmcls - INFO - Epoch [35][300/5005] lr: 1.000e-02, eta: 12:38:54, time: 0.136, data_time: 0.001, loss: 1.4657 2022-11-02 13:16:48,092 - mmcls - INFO - Epoch [35][400/5005] lr: 1.000e-02, eta: 12:38:40, time: 0.135, data_time: 0.000, loss: 1.4591 2022-11-02 13:17:01,639 - mmcls - INFO - Epoch [35][500/5005] lr: 1.000e-02, eta: 12:38:25, time: 0.135, data_time: 0.000, loss: 1.4558 2022-11-02 13:17:15,199 - mmcls - INFO - Epoch [35][600/5005] lr: 1.000e-02, eta: 12:38:11, time: 0.136, data_time: 0.000, loss: 1.4546 2022-11-02 13:17:28,895 - mmcls - INFO - Epoch [35][700/5005] lr: 1.000e-02, eta: 12:37:57, time: 0.137, data_time: 0.000, loss: 1.4584 2022-11-02 13:17:42,554 - mmcls - INFO - Epoch [35][800/5005] lr: 1.000e-02, eta: 12:37:43, time: 0.137, data_time: 0.000, loss: 1.4649 2022-11-02 13:17:56,135 - mmcls - INFO - Epoch [35][900/5005] lr: 1.000e-02, eta: 12:37:29, time: 0.136, data_time: 0.000, loss: 1.4470 2022-11-02 13:18:09,729 - mmcls - INFO - Epoch [35][1000/5005] lr: 1.000e-02, eta: 12:37:15, time: 0.136, data_time: 0.000, loss: 1.4435 2022-11-02 13:18:23,551 - mmcls - INFO - Epoch [35][1100/5005] lr: 1.000e-02, eta: 12:37:01, time: 0.138, data_time: 0.000, loss: 1.4854 2022-11-02 13:18:37,278 - mmcls - INFO - Epoch [35][1200/5005] lr: 1.000e-02, eta: 12:36:47, time: 0.137, data_time: 0.000, loss: 1.4569 2022-11-02 13:18:50,787 - mmcls - INFO - Epoch [35][1300/5005] lr: 1.000e-02, eta: 12:36:33, time: 0.135, data_time: 0.000, loss: 1.4578 2022-11-02 13:19:04,488 - mmcls - INFO - Epoch [35][1400/5005] lr: 1.000e-02, eta: 12:36:19, time: 0.137, data_time: 0.000, loss: 1.4604 2022-11-02 13:19:18,159 - mmcls - INFO - Epoch [35][1500/5005] lr: 1.000e-02, eta: 12:36:05, time: 0.137, data_time: 0.000, loss: 1.4637 2022-11-02 13:19:31,922 - mmcls - INFO - Epoch [35][1600/5005] lr: 1.000e-02, eta: 12:35:51, time: 0.138, data_time: 0.000, loss: 1.4690 2022-11-02 13:19:45,653 - mmcls - INFO - Epoch [35][1700/5005] lr: 1.000e-02, eta: 12:35:37, time: 0.137, data_time: 0.000, loss: 1.4667 2022-11-02 13:19:59,438 - mmcls - INFO - Epoch [35][1800/5005] lr: 1.000e-02, eta: 12:35:23, time: 0.138, data_time: 0.000, loss: 1.4367 2022-11-02 13:20:13,135 - mmcls - INFO - Epoch [35][1900/5005] lr: 1.000e-02, eta: 12:35:09, time: 0.137, data_time: 0.001, loss: 1.4746 2022-11-02 13:20:26,672 - mmcls - INFO - Epoch [35][2000/5005] lr: 1.000e-02, eta: 12:34:55, time: 0.135, data_time: 0.000, loss: 1.4699 2022-11-02 13:20:40,274 - mmcls - INFO - Epoch [35][2100/5005] lr: 1.000e-02, eta: 12:34:40, time: 0.136, data_time: 0.000, loss: 1.4599 2022-11-02 13:20:53,857 - mmcls - INFO - Epoch [35][2200/5005] lr: 1.000e-02, eta: 12:34:26, time: 0.136, data_time: 0.000, loss: 1.4589 2022-11-02 13:21:07,504 - mmcls - INFO - Epoch [35][2300/5005] lr: 1.000e-02, eta: 12:34:12, time: 0.136, data_time: 0.000, loss: 1.4776 2022-11-02 13:21:21,182 - mmcls - INFO - Epoch [35][2400/5005] lr: 1.000e-02, eta: 12:33:58, time: 0.137, data_time: 0.000, loss: 1.4477 2022-11-02 13:21:34,859 - mmcls - INFO - Epoch [35][2500/5005] lr: 1.000e-02, eta: 12:33:44, time: 0.137, data_time: 0.000, loss: 1.4672 2022-11-02 13:21:48,480 - mmcls - INFO - Epoch [35][2600/5005] lr: 1.000e-02, eta: 12:33:30, time: 0.136, data_time: 0.000, loss: 1.4674 2022-11-02 13:22:02,140 - mmcls - INFO - Epoch [35][2700/5005] lr: 1.000e-02, eta: 12:33:16, time: 0.137, data_time: 0.000, loss: 1.4721 2022-11-02 13:22:15,793 - mmcls - INFO - Epoch [35][2800/5005] lr: 1.000e-02, eta: 12:33:02, time: 0.137, data_time: 0.000, loss: 1.4589 2022-11-02 13:22:29,486 - mmcls - INFO - Epoch [35][2900/5005] lr: 1.000e-02, eta: 12:32:48, time: 0.137, data_time: 0.000, loss: 1.4710 2022-11-02 13:22:43,262 - mmcls - INFO - Epoch [35][3000/5005] lr: 1.000e-02, eta: 12:32:34, time: 0.138, data_time: 0.000, loss: 1.4582 2022-11-02 13:22:57,028 - mmcls - INFO - Epoch [35][3100/5005] lr: 1.000e-02, eta: 12:32:20, time: 0.138, data_time: 0.000, loss: 1.4806 2022-11-02 13:23:10,851 - mmcls - INFO - Epoch [35][3200/5005] lr: 1.000e-02, eta: 12:32:07, time: 0.138, data_time: 0.000, loss: 1.4684 2022-11-02 13:23:24,473 - mmcls - INFO - Epoch [35][3300/5005] lr: 1.000e-02, eta: 12:31:52, time: 0.136, data_time: 0.000, loss: 1.4730 2022-11-02 13:23:38,010 - mmcls - INFO - Epoch [35][3400/5005] lr: 1.000e-02, eta: 12:31:38, time: 0.135, data_time: 0.000, loss: 1.4553 2022-11-02 13:23:51,867 - mmcls - INFO - Epoch [35][3500/5005] lr: 1.000e-02, eta: 12:31:24, time: 0.139, data_time: 0.000, loss: 1.4359 2022-11-02 13:24:05,503 - mmcls - INFO - Epoch [35][3600/5005] lr: 1.000e-02, eta: 12:31:10, time: 0.136, data_time: 0.000, loss: 1.4595 2022-11-02 13:24:19,276 - mmcls - INFO - Epoch [35][3700/5005] lr: 1.000e-02, eta: 12:30:56, time: 0.138, data_time: 0.000, loss: 1.4894 2022-11-02 13:24:32,978 - mmcls - INFO - Epoch [35][3800/5005] lr: 1.000e-02, eta: 12:30:43, time: 0.137, data_time: 0.000, loss: 1.4749 2022-11-02 13:24:46,699 - mmcls - INFO - Epoch [35][3900/5005] lr: 1.000e-02, eta: 12:30:29, time: 0.137, data_time: 0.000, loss: 1.4794 2022-11-02 13:25:00,325 - mmcls - INFO - Epoch [35][4000/5005] lr: 1.000e-02, eta: 12:30:14, time: 0.136, data_time: 0.000, loss: 1.4623 2022-11-02 13:25:13,980 - mmcls - INFO - Epoch [35][4100/5005] lr: 1.000e-02, eta: 12:30:00, time: 0.137, data_time: 0.000, loss: 1.4560 2022-11-02 13:25:27,681 - mmcls - INFO - Epoch [35][4200/5005] lr: 1.000e-02, eta: 12:29:46, time: 0.137, data_time: 0.000, loss: 1.4746 2022-11-02 13:25:41,333 - mmcls - INFO - Epoch [35][4300/5005] lr: 1.000e-02, eta: 12:29:32, time: 0.137, data_time: 0.000, loss: 1.4684 2022-11-02 13:25:55,078 - mmcls - INFO - Epoch [35][4400/5005] lr: 1.000e-02, eta: 12:29:18, time: 0.137, data_time: 0.000, loss: 1.4757 2022-11-02 13:26:08,697 - mmcls - INFO - Epoch [35][4500/5005] lr: 1.000e-02, eta: 12:29:04, time: 0.136, data_time: 0.000, loss: 1.4693 2022-11-02 13:26:22,200 - mmcls - INFO - Epoch [35][4600/5005] lr: 1.000e-02, eta: 12:28:50, time: 0.135, data_time: 0.000, loss: 1.4694 2022-11-02 13:26:35,839 - mmcls - INFO - Epoch [35][4700/5005] lr: 1.000e-02, eta: 12:28:36, time: 0.136, data_time: 0.000, loss: 1.4816 2022-11-02 13:26:49,577 - mmcls - INFO - Epoch [35][4800/5005] lr: 1.000e-02, eta: 12:28:22, time: 0.137, data_time: 0.000, loss: 1.4706 2022-11-02 13:27:03,348 - mmcls - INFO - Epoch [35][4900/5005] lr: 1.000e-02, eta: 12:28:08, time: 0.138, data_time: 0.000, loss: 1.4627 2022-11-02 13:27:16,979 - mmcls - INFO - Epoch [35][5000/5005] lr: 1.000e-02, eta: 12:27:54, time: 0.136, data_time: 0.000, loss: 1.4840 2022-11-02 13:27:17,634 - mmcls - INFO - Saving checkpoint at 35 epochs 2022-11-02 13:27:41,209 - mmcls - INFO - Epoch(val) [35][196] accuracy_top-1: 70.3900, accuracy_top-5: 90.1180 2022-11-02 13:27:56,930 - mmcls - INFO - Epoch [36][100/5005] lr: 1.000e-02, eta: 12:27:42, time: 0.157, data_time: 0.024, loss: 1.4297 2022-11-02 13:28:10,444 - mmcls - INFO - Epoch [36][200/5005] lr: 1.000e-02, eta: 12:27:28, time: 0.135, data_time: 0.000, loss: 1.4294 2022-11-02 13:28:23,872 - mmcls - INFO - Epoch [36][300/5005] lr: 1.000e-02, eta: 12:27:13, time: 0.134, data_time: 0.000, loss: 1.4243 2022-11-02 13:28:37,451 - mmcls - INFO - Epoch [36][400/5005] lr: 1.000e-02, eta: 12:26:59, time: 0.136, data_time: 0.000, loss: 1.4451 2022-11-02 13:28:51,029 - mmcls - INFO - Epoch [36][500/5005] lr: 1.000e-02, eta: 12:26:45, time: 0.136, data_time: 0.000, loss: 1.4545 2022-11-02 13:29:04,666 - mmcls - INFO - Epoch [36][600/5005] lr: 1.000e-02, eta: 12:26:31, time: 0.136, data_time: 0.000, loss: 1.4439 2022-11-02 13:29:18,309 - mmcls - INFO - Epoch [36][700/5005] lr: 1.000e-02, eta: 12:26:17, time: 0.136, data_time: 0.000, loss: 1.4324 2022-11-02 13:29:31,841 - mmcls - INFO - Epoch [36][800/5005] lr: 1.000e-02, eta: 12:26:02, time: 0.135, data_time: 0.000, loss: 1.4584 2022-11-02 13:29:45,591 - mmcls - INFO - Epoch [36][900/5005] lr: 1.000e-02, eta: 12:25:48, time: 0.137, data_time: 0.000, loss: 1.4616 2022-11-02 13:29:59,319 - mmcls - INFO - Epoch [36][1000/5005] lr: 1.000e-02, eta: 12:25:35, time: 0.137, data_time: 0.000, loss: 1.4542 2022-11-02 13:30:12,997 - mmcls - INFO - Epoch [36][1100/5005] lr: 1.000e-02, eta: 12:25:21, time: 0.137, data_time: 0.000, loss: 1.4400 2022-11-02 13:30:26,671 - mmcls - INFO - Epoch [36][1200/5005] lr: 1.000e-02, eta: 12:25:06, time: 0.137, data_time: 0.000, loss: 1.4197 2022-11-02 13:30:40,355 - mmcls - INFO - Epoch [36][1300/5005] lr: 1.000e-02, eta: 12:24:52, time: 0.137, data_time: 0.000, loss: 1.4479 2022-11-02 13:30:53,908 - mmcls - INFO - Epoch [36][1400/5005] lr: 1.000e-02, eta: 12:24:38, time: 0.136, data_time: 0.000, loss: 1.4436 2022-11-02 13:31:07,502 - mmcls - INFO - Epoch [36][1500/5005] lr: 1.000e-02, eta: 12:24:24, time: 0.136, data_time: 0.000, loss: 1.4469 2022-11-02 13:31:21,302 - mmcls - INFO - Epoch [36][1600/5005] lr: 1.000e-02, eta: 12:24:10, time: 0.138, data_time: 0.000, loss: 1.4279 2022-11-02 13:31:35,012 - mmcls - INFO - Epoch [36][1700/5005] lr: 1.000e-02, eta: 12:23:56, time: 0.137, data_time: 0.000, loss: 1.4563 2022-11-02 13:31:48,581 - mmcls - INFO - Epoch [36][1800/5005] lr: 1.000e-02, eta: 12:23:42, time: 0.136, data_time: 0.000, loss: 1.4617 2022-11-02 13:32:02,393 - mmcls - INFO - Epoch [36][1900/5005] lr: 1.000e-02, eta: 12:23:28, time: 0.138, data_time: 0.000, loss: 1.4593 2022-11-02 13:32:16,042 - mmcls - INFO - Epoch [36][2000/5005] lr: 1.000e-02, eta: 12:23:14, time: 0.136, data_time: 0.000, loss: 1.4383 2022-11-02 13:32:29,789 - mmcls - INFO - Epoch [36][2100/5005] lr: 1.000e-02, eta: 12:23:00, time: 0.137, data_time: 0.000, loss: 1.4168 2022-11-02 13:32:43,702 - mmcls - INFO - Epoch [36][2200/5005] lr: 1.000e-02, eta: 12:22:47, time: 0.139, data_time: 0.000, loss: 1.4482 2022-11-02 13:32:57,342 - mmcls - INFO - Epoch [36][2300/5005] lr: 1.000e-02, eta: 12:22:33, time: 0.136, data_time: 0.000, loss: 1.4482 2022-11-02 13:33:10,984 - mmcls - INFO - Epoch [36][2400/5005] lr: 1.000e-02, eta: 12:22:19, time: 0.136, data_time: 0.000, loss: 1.4587 2022-11-02 13:33:24,651 - mmcls - INFO - Epoch [36][2500/5005] lr: 1.000e-02, eta: 12:22:05, time: 0.137, data_time: 0.000, loss: 1.4483 2022-11-02 13:33:38,460 - mmcls - INFO - Epoch [36][2600/5005] lr: 1.000e-02, eta: 12:21:51, time: 0.138, data_time: 0.000, loss: 1.4526 2022-11-02 13:33:52,253 - mmcls - INFO - Epoch [36][2700/5005] lr: 1.000e-02, eta: 12:21:37, time: 0.138, data_time: 0.000, loss: 1.4342 2022-11-02 13:34:05,950 - mmcls - INFO - Epoch [36][2800/5005] lr: 1.000e-02, eta: 12:21:23, time: 0.137, data_time: 0.000, loss: 1.4343 2022-11-02 13:34:19,645 - mmcls - INFO - Epoch [36][2900/5005] lr: 1.000e-02, eta: 12:21:09, time: 0.137, data_time: 0.000, loss: 1.4495 2022-11-02 13:34:33,422 - mmcls - INFO - Epoch [36][3000/5005] lr: 1.000e-02, eta: 12:20:55, time: 0.138, data_time: 0.000, loss: 1.4628 2022-11-02 13:34:47,243 - mmcls - INFO - Epoch [36][3100/5005] lr: 1.000e-02, eta: 12:20:42, time: 0.138, data_time: 0.000, loss: 1.4374 2022-11-02 13:35:00,829 - mmcls - INFO - Epoch [36][3200/5005] lr: 1.000e-02, eta: 12:20:28, time: 0.136, data_time: 0.000, loss: 1.4532 2022-11-02 13:35:14,421 - mmcls - INFO - Epoch [36][3300/5005] lr: 1.000e-02, eta: 12:20:13, time: 0.136, data_time: 0.000, loss: 1.4399 2022-11-02 13:35:28,142 - mmcls - INFO - Epoch [36][3400/5005] lr: 1.000e-02, eta: 12:19:59, time: 0.137, data_time: 0.000, loss: 1.4467 2022-11-02 13:35:41,750 - mmcls - INFO - Epoch [36][3500/5005] lr: 1.000e-02, eta: 12:19:45, time: 0.136, data_time: 0.000, loss: 1.4365 2022-11-02 13:35:55,546 - mmcls - INFO - Epoch [36][3600/5005] lr: 1.000e-02, eta: 12:19:32, time: 0.138, data_time: 0.000, loss: 1.4565 2022-11-02 13:36:09,197 - mmcls - INFO - Epoch [36][3700/5005] lr: 1.000e-02, eta: 12:19:17, time: 0.137, data_time: 0.000, loss: 1.4674 2022-11-02 13:36:22,811 - mmcls - INFO - Epoch [36][3800/5005] lr: 1.000e-02, eta: 12:19:03, time: 0.136, data_time: 0.000, loss: 1.4435 2022-11-02 13:36:36,415 - mmcls - INFO - Epoch [36][3900/5005] lr: 1.000e-02, eta: 12:18:49, time: 0.136, data_time: 0.000, loss: 1.4456 2022-11-02 13:36:50,208 - mmcls - INFO - Epoch [36][4000/5005] lr: 1.000e-02, eta: 12:18:35, time: 0.138, data_time: 0.000, loss: 1.4464 2022-11-02 13:37:03,998 - mmcls - INFO - Epoch [36][4100/5005] lr: 1.000e-02, eta: 12:18:22, time: 0.138, data_time: 0.000, loss: 1.4755 2022-11-02 13:37:17,754 - mmcls - INFO - Epoch [36][4200/5005] lr: 1.000e-02, eta: 12:18:08, time: 0.138, data_time: 0.000, loss: 1.4526 2022-11-02 13:37:31,573 - mmcls - INFO - Epoch [36][4300/5005] lr: 1.000e-02, eta: 12:17:54, time: 0.138, data_time: 0.000, loss: 1.4601 2022-11-02 13:37:45,209 - mmcls - INFO - Epoch [36][4400/5005] lr: 1.000e-02, eta: 12:17:40, time: 0.136, data_time: 0.000, loss: 1.4704 2022-11-02 13:37:59,013 - mmcls - INFO - Epoch [36][4500/5005] lr: 1.000e-02, eta: 12:17:26, time: 0.138, data_time: 0.000, loss: 1.4810 2022-11-02 13:38:12,749 - mmcls - INFO - Epoch [36][4600/5005] lr: 1.000e-02, eta: 12:17:12, time: 0.137, data_time: 0.000, loss: 1.4550 2022-11-02 13:38:26,428 - mmcls - INFO - Epoch [36][4700/5005] lr: 1.000e-02, eta: 12:16:58, time: 0.137, data_time: 0.000, loss: 1.4622 2022-11-02 13:38:40,512 - mmcls - INFO - Epoch [36][4800/5005] lr: 1.000e-02, eta: 12:16:45, time: 0.141, data_time: 0.002, loss: 1.4659 2022-11-02 13:38:54,320 - mmcls - INFO - Epoch [36][4900/5005] lr: 1.000e-02, eta: 12:16:31, time: 0.138, data_time: 0.000, loss: 1.4657 2022-11-02 13:39:07,865 - mmcls - INFO - Epoch [36][5000/5005] lr: 1.000e-02, eta: 12:16:17, time: 0.135, data_time: 0.000, loss: 1.4686 2022-11-02 13:39:08,514 - mmcls - INFO - Saving checkpoint at 36 epochs 2022-11-02 13:39:31,643 - mmcls - INFO - Epoch(val) [36][196] accuracy_top-1: 70.2280, accuracy_top-5: 90.1240 2022-11-02 13:39:47,399 - mmcls - INFO - Epoch [37][100/5005] lr: 1.000e-02, eta: 12:16:05, time: 0.158, data_time: 0.024, loss: 1.4232 2022-11-02 13:40:00,880 - mmcls - INFO - Epoch [37][200/5005] lr: 1.000e-02, eta: 12:15:50, time: 0.135, data_time: 0.000, loss: 1.4145 2022-11-02 13:40:14,398 - mmcls - INFO - Epoch [37][300/5005] lr: 1.000e-02, eta: 12:15:36, time: 0.135, data_time: 0.000, loss: 1.4358 2022-11-02 13:40:28,072 - mmcls - INFO - Epoch [37][400/5005] lr: 1.000e-02, eta: 12:15:22, time: 0.137, data_time: 0.000, loss: 1.4048 2022-11-02 13:40:41,638 - mmcls - INFO - Epoch [37][500/5005] lr: 1.000e-02, eta: 12:15:08, time: 0.136, data_time: 0.000, loss: 1.4422 2022-11-02 13:40:55,317 - mmcls - INFO - Epoch [37][600/5005] lr: 1.000e-02, eta: 12:14:54, time: 0.137, data_time: 0.000, loss: 1.4295 2022-11-02 13:41:09,076 - mmcls - INFO - Epoch [37][700/5005] lr: 1.000e-02, eta: 12:14:40, time: 0.138, data_time: 0.000, loss: 1.4298 2022-11-02 13:41:22,710 - mmcls - INFO - Epoch [37][800/5005] lr: 1.000e-02, eta: 12:14:26, time: 0.136, data_time: 0.000, loss: 1.4441 2022-11-02 13:41:36,374 - mmcls - INFO - Epoch [37][900/5005] lr: 1.000e-02, eta: 12:14:12, time: 0.137, data_time: 0.000, loss: 1.4143 2022-11-02 13:41:50,103 - mmcls - INFO - Epoch [37][1000/5005] lr: 1.000e-02, eta: 12:13:58, time: 0.137, data_time: 0.000, loss: 1.4281 2022-11-02 13:42:03,651 - mmcls - INFO - Epoch [37][1100/5005] lr: 1.000e-02, eta: 12:13:44, time: 0.135, data_time: 0.000, loss: 1.4482 2022-11-02 13:42:17,409 - mmcls - INFO - Epoch [37][1200/5005] lr: 1.000e-02, eta: 12:13:30, time: 0.138, data_time: 0.000, loss: 1.4483 2022-11-02 13:42:30,947 - mmcls - INFO - Epoch [37][1300/5005] lr: 1.000e-02, eta: 12:13:16, time: 0.135, data_time: 0.000, loss: 1.4242 2022-11-02 13:42:44,601 - mmcls - INFO - Epoch [37][1400/5005] lr: 1.000e-02, eta: 12:13:02, time: 0.137, data_time: 0.000, loss: 1.4427 2022-11-02 13:42:58,498 - mmcls - INFO - Epoch [37][1500/5005] lr: 1.000e-02, eta: 12:12:48, time: 0.139, data_time: 0.000, loss: 1.4157 2022-11-02 13:43:12,081 - mmcls - INFO - Epoch [37][1600/5005] lr: 1.000e-02, eta: 12:12:34, time: 0.136, data_time: 0.000, loss: 1.4275 2022-11-02 13:43:25,664 - mmcls - INFO - Epoch [37][1700/5005] lr: 1.000e-02, eta: 12:12:20, time: 0.136, data_time: 0.000, loss: 1.4633 2022-11-02 13:43:39,263 - mmcls - INFO - Epoch [37][1800/5005] lr: 1.000e-02, eta: 12:12:06, time: 0.136, data_time: 0.000, loss: 1.4296 2022-11-02 13:43:52,946 - mmcls - INFO - Epoch [37][1900/5005] lr: 1.000e-02, eta: 12:11:52, time: 0.137, data_time: 0.000, loss: 1.4475 2022-11-02 13:44:06,695 - mmcls - INFO - Epoch [37][2000/5005] lr: 1.000e-02, eta: 12:11:38, time: 0.137, data_time: 0.000, loss: 1.4346 2022-11-02 13:44:20,370 - mmcls - INFO - Epoch [37][2100/5005] lr: 1.000e-02, eta: 12:11:24, time: 0.137, data_time: 0.000, loss: 1.4220 2022-11-02 13:44:33,996 - mmcls - INFO - Epoch [37][2200/5005] lr: 1.000e-02, eta: 12:11:10, time: 0.136, data_time: 0.000, loss: 1.4664 2022-11-02 13:44:47,719 - mmcls - INFO - Epoch [37][2300/5005] lr: 1.000e-02, eta: 12:10:56, time: 0.137, data_time: 0.000, loss: 1.4357 2022-11-02 13:45:01,374 - mmcls - INFO - Epoch [37][2400/5005] lr: 1.000e-02, eta: 12:10:42, time: 0.137, data_time: 0.000, loss: 1.4412 2022-11-02 13:45:15,148 - mmcls - INFO - Epoch [37][2500/5005] lr: 1.000e-02, eta: 12:10:28, time: 0.138, data_time: 0.000, loss: 1.4538 2022-11-02 13:45:28,941 - mmcls - INFO - Epoch [37][2600/5005] lr: 1.000e-02, eta: 12:10:14, time: 0.138, data_time: 0.000, loss: 1.4664 2022-11-02 13:45:42,619 - mmcls - INFO - Epoch [37][2700/5005] lr: 1.000e-02, eta: 12:10:00, time: 0.137, data_time: 0.000, loss: 1.4401 2022-11-02 13:45:56,440 - mmcls - INFO - Epoch [37][2800/5005] lr: 1.000e-02, eta: 12:09:47, time: 0.138, data_time: 0.000, loss: 1.4551 2022-11-02 13:46:10,102 - mmcls - INFO - Epoch [37][2900/5005] lr: 1.000e-02, eta: 12:09:33, time: 0.137, data_time: 0.000, loss: 1.4355 2022-11-02 13:46:23,700 - mmcls - INFO - Epoch [37][3000/5005] lr: 1.000e-02, eta: 12:09:18, time: 0.136, data_time: 0.000, loss: 1.4396 2022-11-02 13:46:37,496 - mmcls - INFO - Epoch [37][3100/5005] lr: 1.000e-02, eta: 12:09:05, time: 0.138, data_time: 0.000, loss: 1.4337 2022-11-02 13:46:51,257 - mmcls - INFO - Epoch [37][3200/5005] lr: 1.000e-02, eta: 12:08:51, time: 0.138, data_time: 0.000, loss: 1.4536 2022-11-02 13:47:04,867 - mmcls - INFO - Epoch [37][3300/5005] lr: 1.000e-02, eta: 12:08:37, time: 0.136, data_time: 0.000, loss: 1.4289 2022-11-02 13:47:18,526 - mmcls - INFO - Epoch [37][3400/5005] lr: 1.000e-02, eta: 12:08:23, time: 0.137, data_time: 0.000, loss: 1.4708 2022-11-02 13:47:32,235 - mmcls - INFO - Epoch [37][3500/5005] lr: 1.000e-02, eta: 12:08:09, time: 0.137, data_time: 0.000, loss: 1.4502 2022-11-02 13:47:45,823 - mmcls - INFO - Epoch [37][3600/5005] lr: 1.000e-02, eta: 12:07:55, time: 0.136, data_time: 0.000, loss: 1.4535 2022-11-02 13:47:59,602 - mmcls - INFO - Epoch [37][3700/5005] lr: 1.000e-02, eta: 12:07:41, time: 0.138, data_time: 0.000, loss: 1.4398 2022-11-02 13:48:13,316 - mmcls - INFO - Epoch [37][3800/5005] lr: 1.000e-02, eta: 12:07:27, time: 0.137, data_time: 0.000, loss: 1.4892 2022-11-02 13:48:27,055 - mmcls - INFO - Epoch [37][3900/5005] lr: 1.000e-02, eta: 12:07:13, time: 0.137, data_time: 0.000, loss: 1.4571 2022-11-02 13:48:40,917 - mmcls - INFO - Epoch [37][4000/5005] lr: 1.000e-02, eta: 12:06:59, time: 0.139, data_time: 0.000, loss: 1.4486 2022-11-02 13:48:54,554 - mmcls - INFO - Epoch [37][4100/5005] lr: 1.000e-02, eta: 12:06:45, time: 0.136, data_time: 0.000, loss: 1.4709 2022-11-02 13:49:08,067 - mmcls - INFO - Epoch [37][4200/5005] lr: 1.000e-02, eta: 12:06:31, time: 0.135, data_time: 0.000, loss: 1.4675 2022-11-02 13:49:21,656 - mmcls - INFO - Epoch [37][4300/5005] lr: 1.000e-02, eta: 12:06:17, time: 0.136, data_time: 0.000, loss: 1.4373 2022-11-02 13:49:35,378 - mmcls - INFO - Epoch [37][4400/5005] lr: 1.000e-02, eta: 12:06:03, time: 0.137, data_time: 0.000, loss: 1.4735 2022-11-02 13:49:49,078 - mmcls - INFO - Epoch [37][4500/5005] lr: 1.000e-02, eta: 12:05:49, time: 0.137, data_time: 0.000, loss: 1.4433 2022-11-02 13:50:02,826 - mmcls - INFO - Epoch [37][4600/5005] lr: 1.000e-02, eta: 12:05:35, time: 0.137, data_time: 0.000, loss: 1.4528 2022-11-02 13:50:16,568 - mmcls - INFO - Epoch [37][4700/5005] lr: 1.000e-02, eta: 12:05:21, time: 0.137, data_time: 0.000, loss: 1.4676 2022-11-02 13:50:30,207 - mmcls - INFO - Epoch [37][4800/5005] lr: 1.000e-02, eta: 12:05:07, time: 0.136, data_time: 0.000, loss: 1.4525 2022-11-02 13:50:43,990 - mmcls - INFO - Epoch [37][4900/5005] lr: 1.000e-02, eta: 12:04:53, time: 0.138, data_time: 0.000, loss: 1.4630 2022-11-02 13:50:57,699 - mmcls - INFO - Epoch [37][5000/5005] lr: 1.000e-02, eta: 12:04:39, time: 0.137, data_time: 0.000, loss: 1.4452 2022-11-02 13:50:58,343 - mmcls - INFO - Saving checkpoint at 37 epochs 2022-11-02 13:51:21,597 - mmcls - INFO - Epoch(val) [37][196] accuracy_top-1: 70.6240, accuracy_top-5: 90.3200 2022-11-02 13:51:37,515 - mmcls - INFO - Epoch [38][100/5005] lr: 1.000e-02, eta: 12:04:27, time: 0.159, data_time: 0.024, loss: 1.4016 2022-11-02 13:51:50,953 - mmcls - INFO - Epoch [38][200/5005] lr: 1.000e-02, eta: 12:04:13, time: 0.134, data_time: 0.000, loss: 1.4188 2022-11-02 13:52:04,522 - mmcls - INFO - Epoch [38][300/5005] lr: 1.000e-02, eta: 12:03:59, time: 0.136, data_time: 0.000, loss: 1.4282 2022-11-02 13:52:18,000 - mmcls - INFO - Epoch [38][400/5005] lr: 1.000e-02, eta: 12:03:45, time: 0.135, data_time: 0.000, loss: 1.4316 2022-11-02 13:52:31,786 - mmcls - INFO - Epoch [38][500/5005] lr: 1.000e-02, eta: 12:03:31, time: 0.138, data_time: 0.000, loss: 1.4071 2022-11-02 13:52:45,470 - mmcls - INFO - Epoch [38][600/5005] lr: 1.000e-02, eta: 12:03:17, time: 0.137, data_time: 0.000, loss: 1.3892 2022-11-02 13:52:59,142 - mmcls - INFO - Epoch [38][700/5005] lr: 1.000e-02, eta: 12:03:03, time: 0.137, data_time: 0.000, loss: 1.4145 2022-11-02 13:53:12,899 - mmcls - INFO - Epoch [38][800/5005] lr: 1.000e-02, eta: 12:02:49, time: 0.138, data_time: 0.000, loss: 1.4084 2022-11-02 13:53:26,698 - mmcls - INFO - Epoch [38][900/5005] lr: 1.000e-02, eta: 12:02:35, time: 0.138, data_time: 0.000, loss: 1.4129 2022-11-02 13:53:40,368 - mmcls - INFO - Epoch [38][1000/5005] lr: 1.000e-02, eta: 12:02:21, time: 0.137, data_time: 0.000, loss: 1.4139 2022-11-02 13:53:54,135 - mmcls - INFO - Epoch [38][1100/5005] lr: 1.000e-02, eta: 12:02:07, time: 0.138, data_time: 0.000, loss: 1.4307 2022-11-02 13:54:07,942 - mmcls - INFO - Epoch [38][1200/5005] lr: 1.000e-02, eta: 12:01:54, time: 0.138, data_time: 0.000, loss: 1.4262 2022-11-02 13:54:21,609 - mmcls - INFO - Epoch [38][1300/5005] lr: 1.000e-02, eta: 12:01:40, time: 0.137, data_time: 0.000, loss: 1.4414 2022-11-02 13:54:35,250 - mmcls - INFO - Epoch [38][1400/5005] lr: 1.000e-02, eta: 12:01:26, time: 0.136, data_time: 0.000, loss: 1.4175 2022-11-02 13:54:48,811 - mmcls - INFO - Epoch [38][1500/5005] lr: 1.000e-02, eta: 12:01:11, time: 0.136, data_time: 0.000, loss: 1.4161 2022-11-02 13:55:02,681 - mmcls - INFO - Epoch [38][1600/5005] lr: 1.000e-02, eta: 12:00:58, time: 0.139, data_time: 0.000, loss: 1.4309 2022-11-02 13:55:16,463 - mmcls - INFO - Epoch [38][1700/5005] lr: 1.000e-02, eta: 12:00:44, time: 0.138, data_time: 0.001, loss: 1.4411 2022-11-02 13:55:30,095 - mmcls - INFO - Epoch [38][1800/5005] lr: 1.000e-02, eta: 12:00:30, time: 0.136, data_time: 0.000, loss: 1.4231 2022-11-02 13:55:43,866 - mmcls - INFO - Epoch [38][1900/5005] lr: 1.000e-02, eta: 12:00:16, time: 0.138, data_time: 0.000, loss: 1.4495 2022-11-02 13:55:57,860 - mmcls - INFO - Epoch [38][2000/5005] lr: 1.000e-02, eta: 12:00:03, time: 0.140, data_time: 0.000, loss: 1.4303 2022-11-02 13:56:11,691 - mmcls - INFO - Epoch [38][2100/5005] lr: 1.000e-02, eta: 11:59:49, time: 0.138, data_time: 0.000, loss: 1.4403 2022-11-02 13:56:25,339 - mmcls - INFO - Epoch [38][2200/5005] lr: 1.000e-02, eta: 11:59:35, time: 0.136, data_time: 0.000, loss: 1.4282 2022-11-02 13:56:39,205 - mmcls - INFO - Epoch [38][2300/5005] lr: 1.000e-02, eta: 11:59:21, time: 0.139, data_time: 0.000, loss: 1.4297 2022-11-02 13:56:52,991 - mmcls - INFO - Epoch [38][2400/5005] lr: 1.000e-02, eta: 11:59:07, time: 0.138, data_time: 0.000, loss: 1.4378 2022-11-02 13:57:06,770 - mmcls - INFO - Epoch [38][2500/5005] lr: 1.000e-02, eta: 11:58:54, time: 0.138, data_time: 0.000, loss: 1.4508 2022-11-02 13:57:20,531 - mmcls - INFO - Epoch [38][2600/5005] lr: 1.000e-02, eta: 11:58:40, time: 0.138, data_time: 0.000, loss: 1.4657 2022-11-02 13:57:34,198 - mmcls - INFO - Epoch [38][2700/5005] lr: 1.000e-02, eta: 11:58:26, time: 0.137, data_time: 0.000, loss: 1.4314 2022-11-02 13:57:47,943 - mmcls - INFO - Epoch [38][2800/5005] lr: 1.000e-02, eta: 11:58:12, time: 0.137, data_time: 0.000, loss: 1.4359 2022-11-02 13:58:01,582 - mmcls - INFO - Epoch [38][2900/5005] lr: 1.000e-02, eta: 11:57:58, time: 0.136, data_time: 0.000, loss: 1.4536 2022-11-02 13:58:15,382 - mmcls - INFO - Epoch [38][3000/5005] lr: 1.000e-02, eta: 11:57:44, time: 0.138, data_time: 0.000, loss: 1.4580 2022-11-02 13:58:29,080 - mmcls - INFO - Epoch [38][3100/5005] lr: 1.000e-02, eta: 11:57:30, time: 0.137, data_time: 0.000, loss: 1.4443 2022-11-02 13:58:42,824 - mmcls - INFO - Epoch [38][3200/5005] lr: 1.000e-02, eta: 11:57:16, time: 0.137, data_time: 0.000, loss: 1.4270 2022-11-02 13:58:56,322 - mmcls - INFO - Epoch [38][3300/5005] lr: 1.000e-02, eta: 11:57:02, time: 0.135, data_time: 0.000, loss: 1.4526 2022-11-02 13:59:09,943 - mmcls - INFO - Epoch [38][3400/5005] lr: 1.000e-02, eta: 11:56:48, time: 0.136, data_time: 0.000, loss: 1.4309 2022-11-02 13:59:23,689 - mmcls - INFO - Epoch [38][3500/5005] lr: 1.000e-02, eta: 11:56:34, time: 0.137, data_time: 0.000, loss: 1.4623 2022-11-02 13:59:37,474 - mmcls - INFO - Epoch [38][3600/5005] lr: 1.000e-02, eta: 11:56:20, time: 0.138, data_time: 0.000, loss: 1.4600 2022-11-02 13:59:51,189 - mmcls - INFO - Epoch [38][3700/5005] lr: 1.000e-02, eta: 11:56:06, time: 0.137, data_time: 0.000, loss: 1.4608 2022-11-02 14:00:05,005 - mmcls - INFO - Epoch [38][3800/5005] lr: 1.000e-02, eta: 11:55:53, time: 0.138, data_time: 0.000, loss: 1.4347 2022-11-02 14:00:18,794 - mmcls - INFO - Epoch [38][3900/5005] lr: 1.000e-02, eta: 11:55:39, time: 0.138, data_time: 0.000, loss: 1.4438 2022-11-02 14:00:32,407 - mmcls - INFO - Epoch [38][4000/5005] lr: 1.000e-02, eta: 11:55:25, time: 0.136, data_time: 0.000, loss: 1.4501 2022-11-02 14:00:46,119 - mmcls - INFO - Epoch [38][4100/5005] lr: 1.000e-02, eta: 11:55:11, time: 0.137, data_time: 0.000, loss: 1.4462 2022-11-02 14:00:59,922 - mmcls - INFO - Epoch [38][4200/5005] lr: 1.000e-02, eta: 11:54:57, time: 0.138, data_time: 0.000, loss: 1.4483 2022-11-02 14:01:13,633 - mmcls - INFO - Epoch [38][4300/5005] lr: 1.000e-02, eta: 11:54:43, time: 0.137, data_time: 0.000, loss: 1.4481 2022-11-02 14:01:27,267 - mmcls - INFO - Epoch [38][4400/5005] lr: 1.000e-02, eta: 11:54:29, time: 0.136, data_time: 0.000, loss: 1.4461 2022-11-02 14:01:40,966 - mmcls - INFO - Epoch [38][4500/5005] lr: 1.000e-02, eta: 11:54:15, time: 0.137, data_time: 0.000, loss: 1.4777 2022-11-02 14:01:54,575 - mmcls - INFO - Epoch [38][4600/5005] lr: 1.000e-02, eta: 11:54:01, time: 0.136, data_time: 0.000, loss: 1.4538 2022-11-02 14:02:08,123 - mmcls - INFO - Epoch [38][4700/5005] lr: 1.000e-02, eta: 11:53:47, time: 0.135, data_time: 0.000, loss: 1.4567 2022-11-02 14:02:21,723 - mmcls - INFO - Epoch [38][4800/5005] lr: 1.000e-02, eta: 11:53:33, time: 0.136, data_time: 0.000, loss: 1.4525 2022-11-02 14:02:35,427 - mmcls - INFO - Epoch [38][4900/5005] lr: 1.000e-02, eta: 11:53:19, time: 0.137, data_time: 0.000, loss: 1.4544 2022-11-02 14:02:49,100 - mmcls - INFO - Epoch [38][5000/5005] lr: 1.000e-02, eta: 11:53:05, time: 0.137, data_time: 0.000, loss: 1.4422 2022-11-02 14:02:49,749 - mmcls - INFO - Saving checkpoint at 38 epochs 2022-11-02 14:03:13,180 - mmcls - INFO - Epoch(val) [38][196] accuracy_top-1: 70.5960, accuracy_top-5: 90.2880 2022-11-02 14:03:28,746 - mmcls - INFO - Epoch [39][100/5005] lr: 1.000e-02, eta: 11:52:52, time: 0.156, data_time: 0.024, loss: 1.3908 2022-11-02 14:03:42,232 - mmcls - INFO - Epoch [39][200/5005] lr: 1.000e-02, eta: 11:52:38, time: 0.135, data_time: 0.000, loss: 1.4214 2022-11-02 14:03:55,749 - mmcls - INFO - Epoch [39][300/5005] lr: 1.000e-02, eta: 11:52:24, time: 0.135, data_time: 0.000, loss: 1.4013 2022-11-02 14:04:09,373 - mmcls - INFO - Epoch [39][400/5005] lr: 1.000e-02, eta: 11:52:10, time: 0.136, data_time: 0.000, loss: 1.4125 2022-11-02 14:04:23,004 - mmcls - INFO - Epoch [39][500/5005] lr: 1.000e-02, eta: 11:51:56, time: 0.136, data_time: 0.000, loss: 1.4069 2022-11-02 14:04:36,631 - mmcls - INFO - Epoch [39][600/5005] lr: 1.000e-02, eta: 11:51:42, time: 0.136, data_time: 0.000, loss: 1.4041 2022-11-02 14:04:50,299 - mmcls - INFO - Epoch [39][700/5005] lr: 1.000e-02, eta: 11:51:28, time: 0.137, data_time: 0.000, loss: 1.4040 2022-11-02 14:05:03,980 - mmcls - INFO - Epoch [39][800/5005] lr: 1.000e-02, eta: 11:51:14, time: 0.137, data_time: 0.000, loss: 1.4347 2022-11-02 14:05:17,777 - mmcls - INFO - Epoch [39][900/5005] lr: 1.000e-02, eta: 11:51:00, time: 0.138, data_time: 0.000, loss: 1.4342 2022-11-02 14:05:31,324 - mmcls - INFO - Epoch [39][1000/5005] lr: 1.000e-02, eta: 11:50:46, time: 0.135, data_time: 0.000, loss: 1.4285 2022-11-02 14:05:44,938 - mmcls - INFO - Epoch [39][1100/5005] lr: 1.000e-02, eta: 11:50:32, time: 0.136, data_time: 0.000, loss: 1.4511 2022-11-02 14:05:58,579 - mmcls - INFO - Epoch [39][1200/5005] lr: 1.000e-02, eta: 11:50:18, time: 0.136, data_time: 0.000, loss: 1.3957 2022-11-02 14:06:12,255 - mmcls - INFO - Epoch [39][1300/5005] lr: 1.000e-02, eta: 11:50:04, time: 0.137, data_time: 0.000, loss: 1.4253 2022-11-02 14:06:26,007 - mmcls - INFO - Epoch [39][1400/5005] lr: 1.000e-02, eta: 11:49:50, time: 0.138, data_time: 0.000, loss: 1.4380 2022-11-02 14:06:39,671 - mmcls - INFO - Epoch [39][1500/5005] lr: 1.000e-02, eta: 11:49:36, time: 0.137, data_time: 0.000, loss: 1.4426 2022-11-02 14:06:53,356 - mmcls - INFO - Epoch [39][1600/5005] lr: 1.000e-02, eta: 11:49:22, time: 0.137, data_time: 0.000, loss: 1.4433 2022-11-02 14:07:07,012 - mmcls - INFO - Epoch [39][1700/5005] lr: 1.000e-02, eta: 11:49:08, time: 0.137, data_time: 0.000, loss: 1.4422 2022-11-02 14:07:20,715 - mmcls - INFO - Epoch [39][1800/5005] lr: 1.000e-02, eta: 11:48:54, time: 0.137, data_time: 0.000, loss: 1.4279 2022-11-02 14:07:34,409 - mmcls - INFO - Epoch [39][1900/5005] lr: 1.000e-02, eta: 11:48:40, time: 0.137, data_time: 0.000, loss: 1.4220 2022-11-02 14:07:48,129 - mmcls - INFO - Epoch [39][2000/5005] lr: 1.000e-02, eta: 11:48:26, time: 0.137, data_time: 0.000, loss: 1.4274 2022-11-02 14:08:01,801 - mmcls - INFO - Epoch [39][2100/5005] lr: 1.000e-02, eta: 11:48:12, time: 0.137, data_time: 0.000, loss: 1.4291 2022-11-02 14:08:15,415 - mmcls - INFO - Epoch [39][2200/5005] lr: 1.000e-02, eta: 11:47:58, time: 0.136, data_time: 0.000, loss: 1.4393 2022-11-02 14:08:29,202 - mmcls - INFO - Epoch [39][2300/5005] lr: 1.000e-02, eta: 11:47:44, time: 0.138, data_time: 0.000, loss: 1.4248 2022-11-02 14:08:42,879 - mmcls - INFO - Epoch [39][2400/5005] lr: 1.000e-02, eta: 11:47:30, time: 0.137, data_time: 0.000, loss: 1.4251 2022-11-02 14:08:56,463 - mmcls - INFO - Epoch [39][2500/5005] lr: 1.000e-02, eta: 11:47:16, time: 0.136, data_time: 0.000, loss: 1.4416 2022-11-02 14:09:10,222 - mmcls - INFO - Epoch [39][2600/5005] lr: 1.000e-02, eta: 11:47:02, time: 0.138, data_time: 0.000, loss: 1.4485 2022-11-02 14:09:23,838 - mmcls - INFO - Epoch [39][2700/5005] lr: 1.000e-02, eta: 11:46:48, time: 0.136, data_time: 0.000, loss: 1.4452 2022-11-02 14:09:37,382 - mmcls - INFO - Epoch [39][2800/5005] lr: 1.000e-02, eta: 11:46:34, time: 0.135, data_time: 0.000, loss: 1.4486 2022-11-02 14:09:51,093 - mmcls - INFO - Epoch [39][2900/5005] lr: 1.000e-02, eta: 11:46:20, time: 0.137, data_time: 0.000, loss: 1.4501 2022-11-02 14:10:04,794 - mmcls - INFO - Epoch [39][3000/5005] lr: 1.000e-02, eta: 11:46:06, time: 0.137, data_time: 0.000, loss: 1.4432 2022-11-02 14:10:18,408 - mmcls - INFO - Epoch [39][3100/5005] lr: 1.000e-02, eta: 11:45:52, time: 0.136, data_time: 0.000, loss: 1.4351 2022-11-02 14:10:32,100 - mmcls - INFO - Epoch [39][3200/5005] lr: 1.000e-02, eta: 11:45:38, time: 0.137, data_time: 0.000, loss: 1.4350 2022-11-02 14:10:45,648 - mmcls - INFO - Epoch [39][3300/5005] lr: 1.000e-02, eta: 11:45:24, time: 0.135, data_time: 0.000, loss: 1.4342 2022-11-02 14:10:59,577 - mmcls - INFO - Epoch [39][3400/5005] lr: 1.000e-02, eta: 11:45:11, time: 0.139, data_time: 0.000, loss: 1.4410 2022-11-02 14:11:13,262 - mmcls - INFO - Epoch [39][3500/5005] lr: 1.000e-02, eta: 11:44:57, time: 0.137, data_time: 0.000, loss: 1.4360 2022-11-02 14:11:26,886 - mmcls - INFO - Epoch [39][3600/5005] lr: 1.000e-02, eta: 11:44:43, time: 0.136, data_time: 0.000, loss: 1.4451 2022-11-02 14:11:40,626 - mmcls - INFO - Epoch [39][3700/5005] lr: 1.000e-02, eta: 11:44:29, time: 0.137, data_time: 0.000, loss: 1.4557 2022-11-02 14:11:54,203 - mmcls - INFO - Epoch [39][3800/5005] lr: 1.000e-02, eta: 11:44:15, time: 0.136, data_time: 0.000, loss: 1.4262 2022-11-02 14:12:07,787 - mmcls - INFO - Epoch [39][3900/5005] lr: 1.000e-02, eta: 11:44:00, time: 0.136, data_time: 0.000, loss: 1.4459 2022-11-02 14:12:21,396 - mmcls - INFO - Epoch [39][4000/5005] lr: 1.000e-02, eta: 11:43:46, time: 0.136, data_time: 0.000, loss: 1.4185 2022-11-02 14:12:35,093 - mmcls - INFO - Epoch [39][4100/5005] lr: 1.000e-02, eta: 11:43:32, time: 0.137, data_time: 0.001, loss: 1.4369 2022-11-02 14:12:48,943 - mmcls - INFO - Epoch [39][4200/5005] lr: 1.000e-02, eta: 11:43:19, time: 0.138, data_time: 0.000, loss: 1.4436 2022-11-02 14:13:02,634 - mmcls - INFO - Epoch [39][4300/5005] lr: 1.000e-02, eta: 11:43:05, time: 0.137, data_time: 0.000, loss: 1.4482 2022-11-02 14:13:16,317 - mmcls - INFO - Epoch [39][4400/5005] lr: 1.000e-02, eta: 11:42:51, time: 0.137, data_time: 0.000, loss: 1.4530 2022-11-02 14:13:29,904 - mmcls - INFO - Epoch [39][4500/5005] lr: 1.000e-02, eta: 11:42:37, time: 0.136, data_time: 0.000, loss: 1.4493 2022-11-02 14:13:43,578 - mmcls - INFO - Epoch [39][4600/5005] lr: 1.000e-02, eta: 11:42:23, time: 0.137, data_time: 0.000, loss: 1.4556 2022-11-02 14:13:57,203 - mmcls - INFO - Epoch [39][4700/5005] lr: 1.000e-02, eta: 11:42:09, time: 0.136, data_time: 0.000, loss: 1.4452 2022-11-02 14:14:10,914 - mmcls - INFO - Epoch [39][4800/5005] lr: 1.000e-02, eta: 11:41:55, time: 0.137, data_time: 0.000, loss: 1.4566 2022-11-02 14:14:24,636 - mmcls - INFO - Epoch [39][4900/5005] lr: 1.000e-02, eta: 11:41:41, time: 0.137, data_time: 0.000, loss: 1.4375 2022-11-02 14:14:38,312 - mmcls - INFO - Epoch [39][5000/5005] lr: 1.000e-02, eta: 11:41:27, time: 0.137, data_time: 0.000, loss: 1.4408 2022-11-02 14:14:38,982 - mmcls - INFO - Saving checkpoint at 39 epochs 2022-11-02 14:15:02,501 - mmcls - INFO - Epoch(val) [39][196] accuracy_top-1: 70.4080, accuracy_top-5: 90.0860 2022-11-02 14:15:18,294 - mmcls - INFO - Epoch [40][100/5005] lr: 1.000e-02, eta: 11:41:15, time: 0.158, data_time: 0.024, loss: 1.4271 2022-11-02 14:15:31,793 - mmcls - INFO - Epoch [40][200/5005] lr: 1.000e-02, eta: 11:41:00, time: 0.135, data_time: 0.000, loss: 1.4058 2022-11-02 14:15:45,336 - mmcls - INFO - Epoch [40][300/5005] lr: 1.000e-02, eta: 11:40:46, time: 0.135, data_time: 0.000, loss: 1.4030 2022-11-02 14:15:58,840 - mmcls - INFO - Epoch [40][400/5005] lr: 1.000e-02, eta: 11:40:32, time: 0.135, data_time: 0.000, loss: 1.4009 2022-11-02 14:16:12,489 - mmcls - INFO - Epoch [40][500/5005] lr: 1.000e-02, eta: 11:40:18, time: 0.136, data_time: 0.000, loss: 1.4192 2022-11-02 14:16:26,169 - mmcls - INFO - Epoch [40][600/5005] lr: 1.000e-02, eta: 11:40:04, time: 0.137, data_time: 0.000, loss: 1.4156 2022-11-02 14:16:39,796 - mmcls - INFO - Epoch [40][700/5005] lr: 1.000e-02, eta: 11:39:50, time: 0.136, data_time: 0.000, loss: 1.4115 2022-11-02 14:16:53,413 - mmcls - INFO - Epoch [40][800/5005] lr: 1.000e-02, eta: 11:39:36, time: 0.136, data_time: 0.000, loss: 1.3994 2022-11-02 14:17:07,126 - mmcls - INFO - Epoch [40][900/5005] lr: 1.000e-02, eta: 11:39:22, time: 0.137, data_time: 0.000, loss: 1.4095 2022-11-02 14:17:20,723 - mmcls - INFO - Epoch [40][1000/5005] lr: 1.000e-02, eta: 11:39:08, time: 0.136, data_time: 0.000, loss: 1.4339 2022-11-02 14:17:34,512 - mmcls - INFO - Epoch [40][1100/5005] lr: 1.000e-02, eta: 11:38:54, time: 0.138, data_time: 0.000, loss: 1.4194 2022-11-02 14:17:48,275 - mmcls - INFO - Epoch [40][1200/5005] lr: 1.000e-02, eta: 11:38:40, time: 0.138, data_time: 0.000, loss: 1.4165 2022-11-02 14:18:02,112 - mmcls - INFO - Epoch [40][1300/5005] lr: 1.000e-02, eta: 11:38:27, time: 0.138, data_time: 0.000, loss: 1.4177 2022-11-02 14:18:15,739 - mmcls - INFO - Epoch [40][1400/5005] lr: 1.000e-02, eta: 11:38:13, time: 0.136, data_time: 0.000, loss: 1.4151 2022-11-02 14:18:29,436 - mmcls - INFO - Epoch [40][1500/5005] lr: 1.000e-02, eta: 11:37:59, time: 0.137, data_time: 0.000, loss: 1.4391 2022-11-02 14:18:43,328 - mmcls - INFO - Epoch [40][1600/5005] lr: 1.000e-02, eta: 11:37:45, time: 0.139, data_time: 0.000, loss: 1.4258 2022-11-02 14:18:56,929 - mmcls - INFO - Epoch [40][1700/5005] lr: 1.000e-02, eta: 11:37:31, time: 0.136, data_time: 0.000, loss: 1.4598 2022-11-02 14:19:10,495 - mmcls - INFO - Epoch [40][1800/5005] lr: 1.000e-02, eta: 11:37:17, time: 0.136, data_time: 0.000, loss: 1.4450 2022-11-02 14:19:24,019 - mmcls - INFO - Epoch [40][1900/5005] lr: 1.000e-02, eta: 11:37:03, time: 0.135, data_time: 0.000, loss: 1.4317 2022-11-02 14:19:37,803 - mmcls - INFO - Epoch [40][2000/5005] lr: 1.000e-02, eta: 11:36:49, time: 0.138, data_time: 0.000, loss: 1.4219 2022-11-02 14:19:51,545 - mmcls - INFO - Epoch [40][2100/5005] lr: 1.000e-02, eta: 11:36:35, time: 0.137, data_time: 0.000, loss: 1.4338 2022-11-02 14:20:05,129 - mmcls - INFO - Epoch [40][2200/5005] lr: 1.000e-02, eta: 11:36:21, time: 0.136, data_time: 0.000, loss: 1.4457 2022-11-02 14:20:18,919 - mmcls - INFO - Epoch [40][2300/5005] lr: 1.000e-02, eta: 11:36:07, time: 0.138, data_time: 0.000, loss: 1.4565 2022-11-02 14:20:32,557 - mmcls - INFO - Epoch [40][2400/5005] lr: 1.000e-02, eta: 11:35:53, time: 0.136, data_time: 0.000, loss: 1.4575 2022-11-02 14:20:46,369 - mmcls - INFO - Epoch [40][2500/5005] lr: 1.000e-02, eta: 11:35:39, time: 0.138, data_time: 0.000, loss: 1.4251 2022-11-02 14:21:00,007 - mmcls - INFO - Epoch [40][2600/5005] lr: 1.000e-02, eta: 11:35:25, time: 0.136, data_time: 0.000, loss: 1.4527 2022-11-02 14:21:13,738 - mmcls - INFO - Epoch [40][2700/5005] lr: 1.000e-02, eta: 11:35:12, time: 0.137, data_time: 0.000, loss: 1.4549 2022-11-02 14:21:27,477 - mmcls - INFO - Epoch [40][2800/5005] lr: 1.000e-02, eta: 11:34:58, time: 0.137, data_time: 0.000, loss: 1.4408 2022-11-02 14:21:41,113 - mmcls - INFO - Epoch [40][2900/5005] lr: 1.000e-02, eta: 11:34:44, time: 0.136, data_time: 0.000, loss: 1.4269 2022-11-02 14:21:54,781 - mmcls - INFO - Epoch [40][3000/5005] lr: 1.000e-02, eta: 11:34:30, time: 0.137, data_time: 0.000, loss: 1.4213 2022-11-02 14:22:08,401 - mmcls - INFO - Epoch [40][3100/5005] lr: 1.000e-02, eta: 11:34:16, time: 0.136, data_time: 0.000, loss: 1.4679 2022-11-02 14:22:22,196 - mmcls - INFO - Epoch [40][3200/5005] lr: 1.000e-02, eta: 11:34:02, time: 0.138, data_time: 0.000, loss: 1.4429 2022-11-02 14:22:35,905 - mmcls - INFO - Epoch [40][3300/5005] lr: 1.000e-02, eta: 11:33:48, time: 0.137, data_time: 0.000, loss: 1.4405 2022-11-02 14:22:49,626 - mmcls - INFO - Epoch [40][3400/5005] lr: 1.000e-02, eta: 11:33:34, time: 0.137, data_time: 0.000, loss: 1.4484 2022-11-02 14:23:03,354 - mmcls - INFO - Epoch [40][3500/5005] lr: 1.000e-02, eta: 11:33:20, time: 0.137, data_time: 0.000, loss: 1.4278 2022-11-02 14:23:17,186 - mmcls - INFO - Epoch [40][3600/5005] lr: 1.000e-02, eta: 11:33:07, time: 0.138, data_time: 0.000, loss: 1.4492 2022-11-02 14:23:31,028 - mmcls - INFO - Epoch [40][3700/5005] lr: 1.000e-02, eta: 11:32:53, time: 0.138, data_time: 0.000, loss: 1.4551 2022-11-02 14:23:44,705 - mmcls - INFO - Epoch [40][3800/5005] lr: 1.000e-02, eta: 11:32:39, time: 0.137, data_time: 0.000, loss: 1.4599 2022-11-02 14:23:58,302 - mmcls - INFO - Epoch [40][3900/5005] lr: 1.000e-02, eta: 11:32:25, time: 0.136, data_time: 0.000, loss: 1.4544 2022-11-02 14:24:12,225 - mmcls - INFO - Epoch [40][4000/5005] lr: 1.000e-02, eta: 11:32:11, time: 0.139, data_time: 0.000, loss: 1.4510 2022-11-02 14:24:25,939 - mmcls - INFO - Epoch [40][4100/5005] lr: 1.000e-02, eta: 11:31:57, time: 0.137, data_time: 0.000, loss: 1.4623 2022-11-02 14:24:39,528 - mmcls - INFO - Epoch [40][4200/5005] lr: 1.000e-02, eta: 11:31:43, time: 0.136, data_time: 0.000, loss: 1.4464 2022-11-02 14:24:53,264 - mmcls - INFO - Epoch [40][4300/5005] lr: 1.000e-02, eta: 11:31:29, time: 0.137, data_time: 0.000, loss: 1.4583 2022-11-02 14:25:06,900 - mmcls - INFO - Epoch [40][4400/5005] lr: 1.000e-02, eta: 11:31:15, time: 0.136, data_time: 0.000, loss: 1.4720 2022-11-02 14:25:20,638 - mmcls - INFO - Epoch [40][4500/5005] lr: 1.000e-02, eta: 11:31:02, time: 0.137, data_time: 0.000, loss: 1.4532 2022-11-02 14:25:34,389 - mmcls - INFO - Epoch [40][4600/5005] lr: 1.000e-02, eta: 11:30:48, time: 0.137, data_time: 0.000, loss: 1.4562 2022-11-02 14:25:48,121 - mmcls - INFO - Epoch [40][4700/5005] lr: 1.000e-02, eta: 11:30:34, time: 0.137, data_time: 0.000, loss: 1.4472 2022-11-02 14:26:02,037 - mmcls - INFO - Epoch [40][4800/5005] lr: 1.000e-02, eta: 11:30:20, time: 0.139, data_time: 0.000, loss: 1.4469 2022-11-02 14:26:15,773 - mmcls - INFO - Epoch [40][4900/5005] lr: 1.000e-02, eta: 11:30:06, time: 0.137, data_time: 0.000, loss: 1.4371 2022-11-02 14:26:29,407 - mmcls - INFO - Epoch [40][5000/5005] lr: 1.000e-02, eta: 11:29:52, time: 0.136, data_time: 0.000, loss: 1.4330 2022-11-02 14:26:30,072 - mmcls - INFO - Saving checkpoint at 40 epochs 2022-11-02 14:26:53,503 - mmcls - INFO - Epoch(val) [40][196] accuracy_top-1: 70.4760, accuracy_top-5: 90.0360 2022-11-02 14:27:09,350 - mmcls - INFO - Epoch [41][100/5005] lr: 1.000e-02, eta: 11:29:40, time: 0.158, data_time: 0.024, loss: 1.4178 2022-11-02 14:27:22,767 - mmcls - INFO - Epoch [41][200/5005] lr: 1.000e-02, eta: 11:29:26, time: 0.134, data_time: 0.000, loss: 1.3940 2022-11-02 14:27:36,254 - mmcls - INFO - Epoch [41][300/5005] lr: 1.000e-02, eta: 11:29:11, time: 0.135, data_time: 0.000, loss: 1.4285 2022-11-02 14:27:49,824 - mmcls - INFO - Epoch [41][400/5005] lr: 1.000e-02, eta: 11:28:57, time: 0.136, data_time: 0.000, loss: 1.4084 2022-11-02 14:28:03,277 - mmcls - INFO - Epoch [41][500/5005] lr: 1.000e-02, eta: 11:28:43, time: 0.135, data_time: 0.000, loss: 1.4272 2022-11-02 14:28:17,028 - mmcls - INFO - Epoch [41][600/5005] lr: 1.000e-02, eta: 11:28:29, time: 0.137, data_time: 0.000, loss: 1.3991 2022-11-02 14:28:30,636 - mmcls - INFO - Epoch [41][700/5005] lr: 1.000e-02, eta: 11:28:15, time: 0.136, data_time: 0.000, loss: 1.4254 2022-11-02 14:28:44,255 - mmcls - INFO - Epoch [41][800/5005] lr: 1.000e-02, eta: 11:28:01, time: 0.136, data_time: 0.000, loss: 1.4269 2022-11-02 14:28:58,143 - mmcls - INFO - Epoch [41][900/5005] lr: 1.000e-02, eta: 11:27:47, time: 0.139, data_time: 0.000, loss: 1.4214 2022-11-02 14:29:12,008 - mmcls - INFO - Epoch [41][1000/5005] lr: 1.000e-02, eta: 11:27:34, time: 0.139, data_time: 0.000, loss: 1.4190 2022-11-02 14:29:25,577 - mmcls - INFO - Epoch [41][1100/5005] lr: 1.000e-02, eta: 11:27:20, time: 0.136, data_time: 0.000, loss: 1.4240 2022-11-02 14:29:39,196 - mmcls - INFO - Epoch [41][1200/5005] lr: 1.000e-02, eta: 11:27:06, time: 0.136, data_time: 0.000, loss: 1.4270 2022-11-02 14:29:52,861 - mmcls - INFO - Epoch [41][1300/5005] lr: 1.000e-02, eta: 11:26:52, time: 0.137, data_time: 0.000, loss: 1.4224 2022-11-02 14:30:06,463 - mmcls - INFO - Epoch [41][1400/5005] lr: 1.000e-02, eta: 11:26:38, time: 0.136, data_time: 0.000, loss: 1.4212 2022-11-02 14:30:20,089 - mmcls - INFO - Epoch [41][1500/5005] lr: 1.000e-02, eta: 11:26:24, time: 0.136, data_time: 0.000, loss: 1.4296 2022-11-02 14:30:33,740 - mmcls - INFO - Epoch [41][1600/5005] lr: 1.000e-02, eta: 11:26:10, time: 0.137, data_time: 0.000, loss: 1.4167 2022-11-02 14:30:47,413 - mmcls - INFO - Epoch [41][1700/5005] lr: 1.000e-02, eta: 11:25:56, time: 0.137, data_time: 0.000, loss: 1.4166 2022-11-02 14:31:00,990 - mmcls - INFO - Epoch [41][1800/5005] lr: 1.000e-02, eta: 11:25:42, time: 0.136, data_time: 0.000, loss: 1.4460 2022-11-02 14:31:14,598 - mmcls - INFO - Epoch [41][1900/5005] lr: 1.000e-02, eta: 11:25:28, time: 0.136, data_time: 0.000, loss: 1.4226 2022-11-02 14:31:28,374 - mmcls - INFO - Epoch [41][2000/5005] lr: 1.000e-02, eta: 11:25:14, time: 0.138, data_time: 0.000, loss: 1.4427 2022-11-02 14:31:42,120 - mmcls - INFO - Epoch [41][2100/5005] lr: 1.000e-02, eta: 11:25:00, time: 0.137, data_time: 0.000, loss: 1.4239 2022-11-02 14:31:55,806 - mmcls - INFO - Epoch [41][2200/5005] lr: 1.000e-02, eta: 11:24:46, time: 0.137, data_time: 0.000, loss: 1.4295 2022-11-02 14:32:09,386 - mmcls - INFO - Epoch [41][2300/5005] lr: 1.000e-02, eta: 11:24:32, time: 0.136, data_time: 0.000, loss: 1.4432 2022-11-02 14:32:23,035 - mmcls - INFO - Epoch [41][2400/5005] lr: 1.000e-02, eta: 11:24:18, time: 0.136, data_time: 0.000, loss: 1.4357 2022-11-02 14:32:36,724 - mmcls - INFO - Epoch [41][2500/5005] lr: 1.000e-02, eta: 11:24:04, time: 0.137, data_time: 0.000, loss: 1.4314 2022-11-02 14:32:50,417 - mmcls - INFO - Epoch [41][2600/5005] lr: 1.000e-02, eta: 11:23:50, time: 0.137, data_time: 0.000, loss: 1.4475 2022-11-02 14:33:04,099 - mmcls - INFO - Epoch [41][2700/5005] lr: 1.000e-02, eta: 11:23:36, time: 0.137, data_time: 0.000, loss: 1.4627 2022-11-02 14:33:18,010 - mmcls - INFO - Epoch [41][2800/5005] lr: 1.000e-02, eta: 11:23:23, time: 0.139, data_time: 0.002, loss: 1.4276 2022-11-02 14:33:31,645 - mmcls - INFO - Epoch [41][2900/5005] lr: 1.000e-02, eta: 11:23:09, time: 0.136, data_time: 0.000, loss: 1.4366 2022-11-02 14:33:45,365 - mmcls - INFO - Epoch [41][3000/5005] lr: 1.000e-02, eta: 11:22:55, time: 0.137, data_time: 0.000, loss: 1.4316 2022-11-02 14:33:59,167 - mmcls - INFO - Epoch [41][3100/5005] lr: 1.000e-02, eta: 11:22:41, time: 0.138, data_time: 0.000, loss: 1.4376 2022-11-02 14:34:12,868 - mmcls - INFO - Epoch [41][3200/5005] lr: 1.000e-02, eta: 11:22:27, time: 0.137, data_time: 0.000, loss: 1.4458 2022-11-02 14:34:26,606 - mmcls - INFO - Epoch [41][3300/5005] lr: 1.000e-02, eta: 11:22:13, time: 0.137, data_time: 0.000, loss: 1.4379 2022-11-02 14:34:40,401 - mmcls - INFO - Epoch [41][3400/5005] lr: 1.000e-02, eta: 11:21:59, time: 0.138, data_time: 0.000, loss: 1.4252 2022-11-02 14:34:54,067 - mmcls - INFO - Epoch [41][3500/5005] lr: 1.000e-02, eta: 11:21:46, time: 0.137, data_time: 0.000, loss: 1.4394 2022-11-02 14:35:07,649 - mmcls - INFO - Epoch [41][3600/5005] lr: 1.000e-02, eta: 11:21:31, time: 0.136, data_time: 0.000, loss: 1.4428 2022-11-02 14:35:21,313 - mmcls - INFO - Epoch [41][3700/5005] lr: 1.000e-02, eta: 11:21:17, time: 0.137, data_time: 0.000, loss: 1.4438 2022-11-02 14:35:34,932 - mmcls - INFO - Epoch [41][3800/5005] lr: 1.000e-02, eta: 11:21:03, time: 0.136, data_time: 0.000, loss: 1.4543 2022-11-02 14:35:48,703 - mmcls - INFO - Epoch [41][3900/5005] lr: 1.000e-02, eta: 11:20:50, time: 0.138, data_time: 0.000, loss: 1.4525 2022-11-02 14:36:02,520 - mmcls - INFO - Epoch [41][4000/5005] lr: 1.000e-02, eta: 11:20:36, time: 0.138, data_time: 0.000, loss: 1.4354 2022-11-02 14:36:16,212 - mmcls - INFO - Epoch [41][4100/5005] lr: 1.000e-02, eta: 11:20:22, time: 0.137, data_time: 0.000, loss: 1.4335 2022-11-02 14:36:29,929 - mmcls - INFO - Epoch [41][4200/5005] lr: 1.000e-02, eta: 11:20:08, time: 0.137, data_time: 0.000, loss: 1.4496 2022-11-02 14:36:43,538 - mmcls - INFO - Epoch [41][4300/5005] lr: 1.000e-02, eta: 11:19:54, time: 0.136, data_time: 0.000, loss: 1.4413 2022-11-02 14:36:57,269 - mmcls - INFO - Epoch [41][4400/5005] lr: 1.000e-02, eta: 11:19:40, time: 0.137, data_time: 0.000, loss: 1.4275 2022-11-02 14:37:11,000 - mmcls - INFO - Epoch [41][4500/5005] lr: 1.000e-02, eta: 11:19:26, time: 0.137, data_time: 0.000, loss: 1.4612 2022-11-02 14:37:24,595 - mmcls - INFO - Epoch [41][4600/5005] lr: 1.000e-02, eta: 11:19:12, time: 0.136, data_time: 0.000, loss: 1.4547 2022-11-02 14:37:38,202 - mmcls - INFO - Epoch [41][4700/5005] lr: 1.000e-02, eta: 11:18:58, time: 0.136, data_time: 0.000, loss: 1.4562 2022-11-02 14:37:51,653 - mmcls - INFO - Epoch [41][4800/5005] lr: 1.000e-02, eta: 11:18:44, time: 0.134, data_time: 0.000, loss: 1.4514 2022-11-02 14:38:05,210 - mmcls - INFO - Epoch [41][4900/5005] lr: 1.000e-02, eta: 11:18:30, time: 0.136, data_time: 0.000, loss: 1.4439 2022-11-02 14:38:18,816 - mmcls - INFO - Epoch [41][5000/5005] lr: 1.000e-02, eta: 11:18:16, time: 0.136, data_time: 0.000, loss: 1.4418 2022-11-02 14:38:19,497 - mmcls - INFO - Saving checkpoint at 41 epochs 2022-11-02 14:38:43,192 - mmcls - INFO - Epoch(val) [41][196] accuracy_top-1: 70.0540, accuracy_top-5: 89.9200 2022-11-02 14:38:58,906 - mmcls - INFO - Epoch [42][100/5005] lr: 1.000e-02, eta: 11:18:03, time: 0.157, data_time: 0.024, loss: 1.4179 2022-11-02 14:39:12,491 - mmcls - INFO - Epoch [42][200/5005] lr: 1.000e-02, eta: 11:17:49, time: 0.136, data_time: 0.000, loss: 1.4143 2022-11-02 14:39:25,967 - mmcls - INFO - Epoch [42][300/5005] lr: 1.000e-02, eta: 11:17:35, time: 0.135, data_time: 0.000, loss: 1.4118 2022-11-02 14:39:39,472 - mmcls - INFO - Epoch [42][400/5005] lr: 1.000e-02, eta: 11:17:21, time: 0.135, data_time: 0.000, loss: 1.4115 2022-11-02 14:39:53,023 - mmcls - INFO - Epoch [42][500/5005] lr: 1.000e-02, eta: 11:17:07, time: 0.135, data_time: 0.000, loss: 1.4041 2022-11-02 14:40:06,688 - mmcls - INFO - Epoch [42][600/5005] lr: 1.000e-02, eta: 11:16:53, time: 0.137, data_time: 0.000, loss: 1.4096 2022-11-02 14:40:20,448 - mmcls - INFO - Epoch [42][700/5005] lr: 1.000e-02, eta: 11:16:39, time: 0.138, data_time: 0.000, loss: 1.4102 2022-11-02 14:40:34,082 - mmcls - INFO - Epoch [42][800/5005] lr: 1.000e-02, eta: 11:16:25, time: 0.136, data_time: 0.000, loss: 1.4255 2022-11-02 14:40:47,633 - mmcls - INFO - Epoch [42][900/5005] lr: 1.000e-02, eta: 11:16:11, time: 0.136, data_time: 0.000, loss: 1.4101 2022-11-02 14:41:01,312 - mmcls - INFO - Epoch [42][1000/5005] lr: 1.000e-02, eta: 11:15:57, time: 0.137, data_time: 0.000, loss: 1.4203 2022-11-02 14:41:14,927 - mmcls - INFO - Epoch [42][1100/5005] lr: 1.000e-02, eta: 11:15:43, time: 0.136, data_time: 0.000, loss: 1.4414 2022-11-02 14:41:28,812 - mmcls - INFO - Epoch [42][1200/5005] lr: 1.000e-02, eta: 11:15:29, time: 0.139, data_time: 0.000, loss: 1.4304 2022-11-02 14:41:42,423 - mmcls - INFO - Epoch [42][1300/5005] lr: 1.000e-02, eta: 11:15:15, time: 0.136, data_time: 0.000, loss: 1.4440 2022-11-02 14:41:55,998 - mmcls - INFO - Epoch [42][1400/5005] lr: 1.000e-02, eta: 11:15:01, time: 0.136, data_time: 0.000, loss: 1.4536 2022-11-02 14:42:09,999 - mmcls - INFO - Epoch [42][1500/5005] lr: 1.000e-02, eta: 11:14:48, time: 0.140, data_time: 0.000, loss: 1.4220 2022-11-02 14:42:23,643 - mmcls - INFO - Epoch [42][1600/5005] lr: 1.000e-02, eta: 11:14:34, time: 0.136, data_time: 0.000, loss: 1.4257 2022-11-02 14:42:37,395 - mmcls - INFO - Epoch [42][1700/5005] lr: 1.000e-02, eta: 11:14:20, time: 0.138, data_time: 0.000, loss: 1.4374 2022-11-02 14:42:51,118 - mmcls - INFO - Epoch [42][1800/5005] lr: 1.000e-02, eta: 11:14:06, time: 0.137, data_time: 0.000, loss: 1.4083 2022-11-02 14:43:04,796 - mmcls - INFO - Epoch [42][1900/5005] lr: 1.000e-02, eta: 11:13:52, time: 0.137, data_time: 0.000, loss: 1.4331 2022-11-02 14:43:18,459 - mmcls - INFO - Epoch [42][2000/5005] lr: 1.000e-02, eta: 11:13:38, time: 0.137, data_time: 0.000, loss: 1.4213 2022-11-02 14:43:32,051 - mmcls - INFO - Epoch [42][2100/5005] lr: 1.000e-02, eta: 11:13:24, time: 0.136, data_time: 0.000, loss: 1.4328 2022-11-02 14:43:45,773 - mmcls - INFO - Epoch [42][2200/5005] lr: 1.000e-02, eta: 11:13:10, time: 0.137, data_time: 0.000, loss: 1.4526 2022-11-02 14:43:59,484 - mmcls - INFO - Epoch [42][2300/5005] lr: 1.000e-02, eta: 11:12:56, time: 0.137, data_time: 0.000, loss: 1.4366 2022-11-02 14:44:13,189 - mmcls - INFO - Epoch [42][2400/5005] lr: 1.000e-02, eta: 11:12:42, time: 0.137, data_time: 0.000, loss: 1.4217 2022-11-02 14:44:26,982 - mmcls - INFO - Epoch [42][2500/5005] lr: 1.000e-02, eta: 11:12:29, time: 0.138, data_time: 0.000, loss: 1.4447 2022-11-02 14:44:40,620 - mmcls - INFO - Epoch [42][2600/5005] lr: 1.000e-02, eta: 11:12:15, time: 0.136, data_time: 0.000, loss: 1.4458 2022-11-02 14:44:54,202 - mmcls - INFO - Epoch [42][2700/5005] lr: 1.000e-02, eta: 11:12:01, time: 0.136, data_time: 0.000, loss: 1.4451 2022-11-02 14:45:07,970 - mmcls - INFO - Epoch [42][2800/5005] lr: 1.000e-02, eta: 11:11:47, time: 0.138, data_time: 0.000, loss: 1.4462 2022-11-02 14:45:21,687 - mmcls - INFO - Epoch [42][2900/5005] lr: 1.000e-02, eta: 11:11:33, time: 0.137, data_time: 0.000, loss: 1.4594 2022-11-02 14:45:35,314 - mmcls - INFO - Epoch [42][3000/5005] lr: 1.000e-02, eta: 11:11:19, time: 0.136, data_time: 0.000, loss: 1.4248 2022-11-02 14:45:48,943 - mmcls - INFO - Epoch [42][3100/5005] lr: 1.000e-02, eta: 11:11:05, time: 0.136, data_time: 0.000, loss: 1.4427 2022-11-02 14:46:02,722 - mmcls - INFO - Epoch [42][3200/5005] lr: 1.000e-02, eta: 11:10:51, time: 0.138, data_time: 0.000, loss: 1.4650 2022-11-02 14:46:16,552 - mmcls - INFO - Epoch [42][3300/5005] lr: 1.000e-02, eta: 11:10:37, time: 0.138, data_time: 0.001, loss: 1.4297 2022-11-02 14:46:30,166 - mmcls - INFO - Epoch [42][3400/5005] lr: 1.000e-02, eta: 11:10:23, time: 0.136, data_time: 0.000, loss: 1.4459 2022-11-02 14:46:43,860 - mmcls - INFO - Epoch [42][3500/5005] lr: 1.000e-02, eta: 11:10:09, time: 0.137, data_time: 0.000, loss: 1.4512 2022-11-02 14:46:57,568 - mmcls - INFO - Epoch [42][3600/5005] lr: 1.000e-02, eta: 11:09:56, time: 0.137, data_time: 0.000, loss: 1.4507 2022-11-02 14:47:11,359 - mmcls - INFO - Epoch [42][3700/5005] lr: 1.000e-02, eta: 11:09:42, time: 0.138, data_time: 0.000, loss: 1.4622 2022-11-02 14:47:25,129 - mmcls - INFO - Epoch [42][3800/5005] lr: 1.000e-02, eta: 11:09:28, time: 0.138, data_time: 0.000, loss: 1.4494 2022-11-02 14:47:38,734 - mmcls - INFO - Epoch [42][3900/5005] lr: 1.000e-02, eta: 11:09:14, time: 0.136, data_time: 0.000, loss: 1.4494 2022-11-02 14:47:52,510 - mmcls - INFO - Epoch [42][4000/5005] lr: 1.000e-02, eta: 11:09:00, time: 0.138, data_time: 0.000, loss: 1.4518 2022-11-02 14:48:06,259 - mmcls - INFO - Epoch [42][4100/5005] lr: 1.000e-02, eta: 11:08:46, time: 0.137, data_time: 0.000, loss: 1.4543 2022-11-02 14:48:19,837 - mmcls - INFO - Epoch [42][4200/5005] lr: 1.000e-02, eta: 11:08:32, time: 0.136, data_time: 0.000, loss: 1.4404 2022-11-02 14:48:33,574 - mmcls - INFO - Epoch [42][4300/5005] lr: 1.000e-02, eta: 11:08:18, time: 0.137, data_time: 0.000, loss: 1.4456 2022-11-02 14:48:47,191 - mmcls - INFO - Epoch [42][4400/5005] lr: 1.000e-02, eta: 11:08:04, time: 0.136, data_time: 0.000, loss: 1.4478 2022-11-02 14:49:00,875 - mmcls - INFO - Epoch [42][4500/5005] lr: 1.000e-02, eta: 11:07:51, time: 0.137, data_time: 0.000, loss: 1.4529 2022-11-02 14:49:14,526 - mmcls - INFO - Epoch [42][4600/5005] lr: 1.000e-02, eta: 11:07:37, time: 0.137, data_time: 0.000, loss: 1.4360 2022-11-02 14:49:28,177 - mmcls - INFO - Epoch [42][4700/5005] lr: 1.000e-02, eta: 11:07:23, time: 0.136, data_time: 0.000, loss: 1.4398 2022-11-02 14:49:41,804 - mmcls - INFO - Epoch [42][4800/5005] lr: 1.000e-02, eta: 11:07:09, time: 0.136, data_time: 0.000, loss: 1.4403 2022-11-02 14:49:55,470 - mmcls - INFO - Epoch [42][4900/5005] lr: 1.000e-02, eta: 11:06:55, time: 0.137, data_time: 0.000, loss: 1.4485 2022-11-02 14:50:09,098 - mmcls - INFO - Epoch [42][5000/5005] lr: 1.000e-02, eta: 11:06:41, time: 0.136, data_time: 0.000, loss: 1.4546 2022-11-02 14:50:09,762 - mmcls - INFO - Saving checkpoint at 42 epochs 2022-11-02 14:50:33,203 - mmcls - INFO - Epoch(val) [42][196] accuracy_top-1: 70.1280, accuracy_top-5: 89.9900 2022-11-02 14:50:49,008 - mmcls - INFO - Epoch [43][100/5005] lr: 1.000e-02, eta: 11:06:28, time: 0.158, data_time: 0.024, loss: 1.4181 2022-11-02 14:51:02,539 - mmcls - INFO - Epoch [43][200/5005] lr: 1.000e-02, eta: 11:06:14, time: 0.135, data_time: 0.000, loss: 1.4044 2022-11-02 14:51:16,064 - mmcls - INFO - Epoch [43][300/5005] lr: 1.000e-02, eta: 11:06:00, time: 0.135, data_time: 0.000, loss: 1.4273 2022-11-02 14:51:29,701 - mmcls - INFO - Epoch [43][400/5005] lr: 1.000e-02, eta: 11:05:46, time: 0.136, data_time: 0.000, loss: 1.4033 2022-11-02 14:51:43,378 - mmcls - INFO - Epoch [43][500/5005] lr: 1.000e-02, eta: 11:05:32, time: 0.137, data_time: 0.000, loss: 1.4232 2022-11-02 14:51:57,099 - mmcls - INFO - Epoch [43][600/5005] lr: 1.000e-02, eta: 11:05:18, time: 0.137, data_time: 0.000, loss: 1.4333 2022-11-02 14:52:10,839 - mmcls - INFO - Epoch [43][700/5005] lr: 1.000e-02, eta: 11:05:04, time: 0.137, data_time: 0.000, loss: 1.4180 2022-11-02 14:52:24,590 - mmcls - INFO - Epoch [43][800/5005] lr: 1.000e-02, eta: 11:04:50, time: 0.137, data_time: 0.000, loss: 1.4297 2022-11-02 14:52:38,359 - mmcls - INFO - Epoch [43][900/5005] lr: 1.000e-02, eta: 11:04:37, time: 0.138, data_time: 0.000, loss: 1.4267 2022-11-02 14:52:52,107 - mmcls - INFO - Epoch [43][1000/5005] lr: 1.000e-02, eta: 11:04:23, time: 0.137, data_time: 0.000, loss: 1.4132 2022-11-02 14:53:05,706 - mmcls - INFO - Epoch [43][1100/5005] lr: 1.000e-02, eta: 11:04:09, time: 0.136, data_time: 0.000, loss: 1.4077 2022-11-02 14:53:19,490 - mmcls - INFO - Epoch [43][1200/5005] lr: 1.000e-02, eta: 11:03:55, time: 0.138, data_time: 0.000, loss: 1.4368 2022-11-02 14:53:33,320 - mmcls - INFO - Epoch [43][1300/5005] lr: 1.000e-02, eta: 11:03:41, time: 0.138, data_time: 0.000, loss: 1.4543 2022-11-02 14:53:46,961 - mmcls - INFO - Epoch [43][1400/5005] lr: 1.000e-02, eta: 11:03:27, time: 0.136, data_time: 0.000, loss: 1.4270 2022-11-02 14:54:00,646 - mmcls - INFO - Epoch [43][1500/5005] lr: 1.000e-02, eta: 11:03:13, time: 0.137, data_time: 0.000, loss: 1.4129 2022-11-02 14:54:14,208 - mmcls - INFO - Epoch [43][1600/5005] lr: 1.000e-02, eta: 11:02:59, time: 0.136, data_time: 0.000, loss: 1.4330 2022-11-02 14:54:27,850 - mmcls - INFO - Epoch [43][1700/5005] lr: 1.000e-02, eta: 11:02:45, time: 0.136, data_time: 0.000, loss: 1.4218 2022-11-02 14:54:41,477 - mmcls - INFO - Epoch [43][1800/5005] lr: 1.000e-02, eta: 11:02:31, time: 0.136, data_time: 0.000, loss: 1.4354 2022-11-02 14:54:55,184 - mmcls - INFO - Epoch [43][1900/5005] lr: 1.000e-02, eta: 11:02:17, time: 0.137, data_time: 0.000, loss: 1.4255 2022-11-02 14:55:08,808 - mmcls - INFO - Epoch [43][2000/5005] lr: 1.000e-02, eta: 11:02:03, time: 0.136, data_time: 0.000, loss: 1.4509 2022-11-02 14:55:22,582 - mmcls - INFO - Epoch [43][2100/5005] lr: 1.000e-02, eta: 11:01:50, time: 0.138, data_time: 0.000, loss: 1.4341 2022-11-02 14:55:36,197 - mmcls - INFO - Epoch [43][2200/5005] lr: 1.000e-02, eta: 11:01:36, time: 0.136, data_time: 0.000, loss: 1.4083 2022-11-02 14:55:49,959 - mmcls - INFO - Epoch [43][2300/5005] lr: 1.000e-02, eta: 11:01:22, time: 0.138, data_time: 0.000, loss: 1.4470 2022-11-02 14:56:03,583 - mmcls - INFO - Epoch [43][2400/5005] lr: 1.000e-02, eta: 11:01:08, time: 0.136, data_time: 0.000, loss: 1.4416 2022-11-02 14:56:17,229 - mmcls - INFO - Epoch [43][2500/5005] lr: 1.000e-02, eta: 11:00:54, time: 0.136, data_time: 0.000, loss: 1.4581 2022-11-02 14:56:31,028 - mmcls - INFO - Epoch [43][2600/5005] lr: 1.000e-02, eta: 11:00:40, time: 0.138, data_time: 0.000, loss: 1.4476 2022-11-02 14:56:44,892 - mmcls - INFO - Epoch [43][2700/5005] lr: 1.000e-02, eta: 11:00:27, time: 0.139, data_time: 0.000, loss: 1.4390 2022-11-02 14:56:58,476 - mmcls - INFO - Epoch [43][2800/5005] lr: 1.000e-02, eta: 11:00:12, time: 0.136, data_time: 0.000, loss: 1.4471 2022-11-02 14:57:12,187 - mmcls - INFO - Epoch [43][2900/5005] lr: 1.000e-02, eta: 10:59:59, time: 0.137, data_time: 0.000, loss: 1.4125 2022-11-02 14:57:25,811 - mmcls - INFO - Epoch [43][3000/5005] lr: 1.000e-02, eta: 10:59:45, time: 0.136, data_time: 0.000, loss: 1.4399 2022-11-02 14:57:39,440 - mmcls - INFO - Epoch [43][3100/5005] lr: 1.000e-02, eta: 10:59:31, time: 0.136, data_time: 0.000, loss: 1.4596 2022-11-02 14:57:53,145 - mmcls - INFO - Epoch [43][3200/5005] lr: 1.000e-02, eta: 10:59:17, time: 0.137, data_time: 0.000, loss: 1.4425 2022-11-02 14:58:06,886 - mmcls - INFO - Epoch [43][3300/5005] lr: 1.000e-02, eta: 10:59:03, time: 0.137, data_time: 0.000, loss: 1.4523 2022-11-02 14:58:20,628 - mmcls - INFO - Epoch [43][3400/5005] lr: 1.000e-02, eta: 10:58:49, time: 0.137, data_time: 0.000, loss: 1.4246 2022-11-02 14:58:34,329 - mmcls - INFO - Epoch [43][3500/5005] lr: 1.000e-02, eta: 10:58:35, time: 0.137, data_time: 0.000, loss: 1.4507 2022-11-02 14:58:48,075 - mmcls - INFO - Epoch [43][3600/5005] lr: 1.000e-02, eta: 10:58:21, time: 0.137, data_time: 0.000, loss: 1.4342 2022-11-02 14:59:01,898 - mmcls - INFO - Epoch [43][3700/5005] lr: 1.000e-02, eta: 10:58:08, time: 0.138, data_time: 0.000, loss: 1.4328 2022-11-02 14:59:15,862 - mmcls - INFO - Epoch [43][3800/5005] lr: 1.000e-02, eta: 10:57:54, time: 0.140, data_time: 0.000, loss: 1.4431 2022-11-02 14:59:29,585 - mmcls - INFO - Epoch [43][3900/5005] lr: 1.000e-02, eta: 10:57:40, time: 0.137, data_time: 0.000, loss: 1.4665 2022-11-02 14:59:43,319 - mmcls - INFO - Epoch [43][4000/5005] lr: 1.000e-02, eta: 10:57:26, time: 0.137, data_time: 0.000, loss: 1.4558 2022-11-02 14:59:57,145 - mmcls - INFO - Epoch [43][4100/5005] lr: 1.000e-02, eta: 10:57:13, time: 0.138, data_time: 0.000, loss: 1.4413 2022-11-02 15:00:10,814 - mmcls - INFO - Epoch [43][4200/5005] lr: 1.000e-02, eta: 10:56:59, time: 0.137, data_time: 0.000, loss: 1.4277 2022-11-02 15:00:24,675 - mmcls - INFO - Epoch [43][4300/5005] lr: 1.000e-02, eta: 10:56:45, time: 0.139, data_time: 0.000, loss: 1.4193 2022-11-02 15:00:38,378 - mmcls - INFO - Epoch [43][4400/5005] lr: 1.000e-02, eta: 10:56:31, time: 0.137, data_time: 0.000, loss: 1.4602 2022-11-02 15:00:52,003 - mmcls - INFO - Epoch [43][4500/5005] lr: 1.000e-02, eta: 10:56:17, time: 0.136, data_time: 0.000, loss: 1.4770 2022-11-02 15:01:05,690 - mmcls - INFO - Epoch [43][4600/5005] lr: 1.000e-02, eta: 10:56:03, time: 0.137, data_time: 0.000, loss: 1.4442 2022-11-02 15:01:19,455 - mmcls - INFO - Epoch [43][4700/5005] lr: 1.000e-02, eta: 10:55:50, time: 0.138, data_time: 0.000, loss: 1.4665 2022-11-02 15:01:33,078 - mmcls - INFO - Epoch [43][4800/5005] lr: 1.000e-02, eta: 10:55:36, time: 0.136, data_time: 0.000, loss: 1.4454 2022-11-02 15:01:46,926 - mmcls - INFO - Epoch [43][4900/5005] lr: 1.000e-02, eta: 10:55:22, time: 0.138, data_time: 0.000, loss: 1.4426 2022-11-02 15:02:00,684 - mmcls - INFO - Epoch [43][5000/5005] lr: 1.000e-02, eta: 10:55:08, time: 0.138, data_time: 0.000, loss: 1.4484 2022-11-02 15:02:01,354 - mmcls - INFO - Saving checkpoint at 43 epochs 2022-11-02 15:02:24,504 - mmcls - INFO - Epoch(val) [43][196] accuracy_top-1: 70.3080, accuracy_top-5: 90.1400 2022-11-02 15:02:40,427 - mmcls - INFO - Epoch [44][100/5005] lr: 1.000e-02, eta: 10:54:56, time: 0.159, data_time: 0.024, loss: 1.4193 2022-11-02 15:02:53,894 - mmcls - INFO - Epoch [44][200/5005] lr: 1.000e-02, eta: 10:54:41, time: 0.135, data_time: 0.000, loss: 1.4173 2022-11-02 15:03:07,601 - mmcls - INFO - Epoch [44][300/5005] lr: 1.000e-02, eta: 10:54:27, time: 0.137, data_time: 0.001, loss: 1.4287 2022-11-02 15:03:21,101 - mmcls - INFO - Epoch [44][400/5005] lr: 1.000e-02, eta: 10:54:13, time: 0.135, data_time: 0.000, loss: 1.4070 2022-11-02 15:03:34,525 - mmcls - INFO - Epoch [44][500/5005] lr: 1.000e-02, eta: 10:53:59, time: 0.134, data_time: 0.000, loss: 1.4185 2022-11-02 15:03:48,205 - mmcls - INFO - Epoch [44][600/5005] lr: 1.000e-02, eta: 10:53:45, time: 0.137, data_time: 0.000, loss: 1.4038 2022-11-02 15:04:01,955 - mmcls - INFO - Epoch [44][700/5005] lr: 1.000e-02, eta: 10:53:31, time: 0.137, data_time: 0.000, loss: 1.4081 2022-11-02 15:04:15,699 - mmcls - INFO - Epoch [44][800/5005] lr: 1.000e-02, eta: 10:53:18, time: 0.137, data_time: 0.000, loss: 1.4215 2022-11-02 15:04:29,286 - mmcls - INFO - Epoch [44][900/5005] lr: 1.000e-02, eta: 10:53:03, time: 0.136, data_time: 0.000, loss: 1.4109 2022-11-02 15:04:42,922 - mmcls - INFO - Epoch [44][1000/5005] lr: 1.000e-02, eta: 10:52:50, time: 0.136, data_time: 0.000, loss: 1.4020 2022-11-02 15:04:56,615 - mmcls - INFO - Epoch [44][1100/5005] lr: 1.000e-02, eta: 10:52:36, time: 0.137, data_time: 0.000, loss: 1.4075 2022-11-02 15:05:10,268 - mmcls - INFO - Epoch [44][1200/5005] lr: 1.000e-02, eta: 10:52:22, time: 0.137, data_time: 0.000, loss: 1.4142 2022-11-02 15:05:23,983 - mmcls - INFO - Epoch [44][1300/5005] lr: 1.000e-02, eta: 10:52:08, time: 0.137, data_time: 0.000, loss: 1.4290 2022-11-02 15:05:37,786 - mmcls - INFO - Epoch [44][1400/5005] lr: 1.000e-02, eta: 10:51:54, time: 0.138, data_time: 0.000, loss: 1.4335 2022-11-02 15:05:51,452 - mmcls - INFO - Epoch [44][1500/5005] lr: 1.000e-02, eta: 10:51:40, time: 0.137, data_time: 0.000, loss: 1.4581 2022-11-02 15:06:05,301 - mmcls - INFO - Epoch [44][1600/5005] lr: 1.000e-02, eta: 10:51:26, time: 0.138, data_time: 0.001, loss: 1.4393 2022-11-02 15:06:18,901 - mmcls - INFO - Epoch [44][1700/5005] lr: 1.000e-02, eta: 10:51:12, time: 0.136, data_time: 0.000, loss: 1.4303 2022-11-02 15:06:32,620 - mmcls - INFO - Epoch [44][1800/5005] lr: 1.000e-02, eta: 10:50:59, time: 0.137, data_time: 0.000, loss: 1.4251 2022-11-02 15:06:46,420 - mmcls - INFO - Epoch [44][1900/5005] lr: 1.000e-02, eta: 10:50:45, time: 0.138, data_time: 0.000, loss: 1.4190 2022-11-02 15:07:00,141 - mmcls - INFO - Epoch [44][2000/5005] lr: 1.000e-02, eta: 10:50:31, time: 0.137, data_time: 0.000, loss: 1.4288 2022-11-02 15:07:13,872 - mmcls - INFO - Epoch [44][2100/5005] lr: 1.000e-02, eta: 10:50:17, time: 0.137, data_time: 0.000, loss: 1.4569 2022-11-02 15:07:27,501 - mmcls - INFO - Epoch [44][2200/5005] lr: 1.000e-02, eta: 10:50:03, time: 0.136, data_time: 0.000, loss: 1.4221 2022-11-02 15:07:41,270 - mmcls - INFO - Epoch [44][2300/5005] lr: 1.000e-02, eta: 10:49:49, time: 0.138, data_time: 0.000, loss: 1.4270 2022-11-02 15:07:54,964 - mmcls - INFO - Epoch [44][2400/5005] lr: 1.000e-02, eta: 10:49:35, time: 0.137, data_time: 0.000, loss: 1.4625 2022-11-02 15:08:08,574 - mmcls - INFO - Epoch [44][2500/5005] lr: 1.000e-02, eta: 10:49:21, time: 0.136, data_time: 0.000, loss: 1.4329 2022-11-02 15:08:22,069 - mmcls - INFO - Epoch [44][2600/5005] lr: 1.000e-02, eta: 10:49:07, time: 0.135, data_time: 0.000, loss: 1.4419 2022-11-02 15:08:35,692 - mmcls - INFO - Epoch [44][2700/5005] lr: 1.000e-02, eta: 10:48:53, time: 0.136, data_time: 0.000, loss: 1.4249 2022-11-02 15:08:49,408 - mmcls - INFO - Epoch [44][2800/5005] lr: 1.000e-02, eta: 10:48:39, time: 0.137, data_time: 0.000, loss: 1.4163 2022-11-02 15:09:03,125 - mmcls - INFO - Epoch [44][2900/5005] lr: 1.000e-02, eta: 10:48:26, time: 0.137, data_time: 0.000, loss: 1.4403 2022-11-02 15:09:16,788 - mmcls - INFO - Epoch [44][3000/5005] lr: 1.000e-02, eta: 10:48:12, time: 0.137, data_time: 0.000, loss: 1.4406 2022-11-02 15:09:30,327 - mmcls - INFO - Epoch [44][3100/5005] lr: 1.000e-02, eta: 10:47:58, time: 0.135, data_time: 0.000, loss: 1.4464 2022-11-02 15:09:43,927 - mmcls - INFO - Epoch [44][3200/5005] lr: 1.000e-02, eta: 10:47:44, time: 0.136, data_time: 0.000, loss: 1.4405 2022-11-02 15:09:57,666 - mmcls - INFO - Epoch [44][3300/5005] lr: 1.000e-02, eta: 10:47:30, time: 0.137, data_time: 0.000, loss: 1.4340 2022-11-02 15:10:11,373 - mmcls - INFO - Epoch [44][3400/5005] lr: 1.000e-02, eta: 10:47:16, time: 0.137, data_time: 0.000, loss: 1.4642 2022-11-02 15:10:25,091 - mmcls - INFO - Epoch [44][3500/5005] lr: 1.000e-02, eta: 10:47:02, time: 0.137, data_time: 0.000, loss: 1.4498 2022-11-02 15:10:38,745 - mmcls - INFO - Epoch [44][3600/5005] lr: 1.000e-02, eta: 10:46:48, time: 0.137, data_time: 0.000, loss: 1.4369 2022-11-02 15:10:52,444 - mmcls - INFO - Epoch [44][3700/5005] lr: 1.000e-02, eta: 10:46:34, time: 0.137, data_time: 0.000, loss: 1.4535 2022-11-02 15:11:06,008 - mmcls - INFO - Epoch [44][3800/5005] lr: 1.000e-02, eta: 10:46:20, time: 0.136, data_time: 0.000, loss: 1.4572 2022-11-02 15:11:19,685 - mmcls - INFO - Epoch [44][3900/5005] lr: 1.000e-02, eta: 10:46:06, time: 0.137, data_time: 0.000, loss: 1.4713 2022-11-02 15:11:33,328 - mmcls - INFO - Epoch [44][4000/5005] lr: 1.000e-02, eta: 10:45:52, time: 0.136, data_time: 0.000, loss: 1.4505 2022-11-02 15:11:47,037 - mmcls - INFO - Epoch [44][4100/5005] lr: 1.000e-02, eta: 10:45:38, time: 0.137, data_time: 0.000, loss: 1.4530 2022-11-02 15:12:00,649 - mmcls - INFO - Epoch [44][4200/5005] lr: 1.000e-02, eta: 10:45:24, time: 0.136, data_time: 0.000, loss: 1.4354 2022-11-02 15:12:14,406 - mmcls - INFO - Epoch [44][4300/5005] lr: 1.000e-02, eta: 10:45:11, time: 0.138, data_time: 0.000, loss: 1.4669 2022-11-02 15:12:28,208 - mmcls - INFO - Epoch [44][4400/5005] lr: 1.000e-02, eta: 10:44:57, time: 0.138, data_time: 0.000, loss: 1.4688 2022-11-02 15:12:41,849 - mmcls - INFO - Epoch [44][4500/5005] lr: 1.000e-02, eta: 10:44:43, time: 0.136, data_time: 0.000, loss: 1.4560 2022-11-02 15:12:55,672 - mmcls - INFO - Epoch [44][4600/5005] lr: 1.000e-02, eta: 10:44:29, time: 0.138, data_time: 0.000, loss: 1.4413 2022-11-02 15:13:09,464 - mmcls - INFO - Epoch [44][4700/5005] lr: 1.000e-02, eta: 10:44:15, time: 0.138, data_time: 0.000, loss: 1.4479 2022-11-02 15:13:23,225 - mmcls - INFO - Epoch [44][4800/5005] lr: 1.000e-02, eta: 10:44:02, time: 0.138, data_time: 0.000, loss: 1.4448 2022-11-02 15:13:37,030 - mmcls - INFO - Epoch [44][4900/5005] lr: 1.000e-02, eta: 10:43:48, time: 0.138, data_time: 0.001, loss: 1.4464 2022-11-02 15:13:50,693 - mmcls - INFO - Epoch [44][5000/5005] lr: 1.000e-02, eta: 10:43:34, time: 0.137, data_time: 0.000, loss: 1.4569 2022-11-02 15:13:51,369 - mmcls - INFO - Saving checkpoint at 44 epochs 2022-11-02 15:14:14,962 - mmcls - INFO - Epoch(val) [44][196] accuracy_top-1: 70.0300, accuracy_top-5: 89.8640 2022-11-02 15:14:30,772 - mmcls - INFO - Epoch [45][100/5005] lr: 1.000e-02, eta: 10:43:21, time: 0.158, data_time: 0.025, loss: 1.4137 2022-11-02 15:14:44,188 - mmcls - INFO - Epoch [45][200/5005] lr: 1.000e-02, eta: 10:43:07, time: 0.134, data_time: 0.000, loss: 1.4140 2022-11-02 15:14:57,830 - mmcls - INFO - Epoch [45][300/5005] lr: 1.000e-02, eta: 10:42:53, time: 0.136, data_time: 0.000, loss: 1.4014 2022-11-02 15:15:11,528 - mmcls - INFO - Epoch [45][400/5005] lr: 1.000e-02, eta: 10:42:39, time: 0.137, data_time: 0.000, loss: 1.4433 2022-11-02 15:15:25,069 - mmcls - INFO - Epoch [45][500/5005] lr: 1.000e-02, eta: 10:42:25, time: 0.135, data_time: 0.000, loss: 1.4464 2022-11-02 15:15:38,686 - mmcls - INFO - Epoch [45][600/5005] lr: 1.000e-02, eta: 10:42:11, time: 0.136, data_time: 0.000, loss: 1.4188 2022-11-02 15:15:52,445 - mmcls - INFO - Epoch [45][700/5005] lr: 1.000e-02, eta: 10:41:57, time: 0.138, data_time: 0.000, loss: 1.4305 2022-11-02 15:16:06,098 - mmcls - INFO - Epoch [45][800/5005] lr: 1.000e-02, eta: 10:41:43, time: 0.137, data_time: 0.000, loss: 1.4201 2022-11-02 15:16:19,709 - mmcls - INFO - Epoch [45][900/5005] lr: 1.000e-02, eta: 10:41:29, time: 0.136, data_time: 0.000, loss: 1.4149 2022-11-02 15:16:33,320 - mmcls - INFO - Epoch [45][1000/5005] lr: 1.000e-02, eta: 10:41:15, time: 0.136, data_time: 0.000, loss: 1.4153 2022-11-02 15:16:47,023 - mmcls - INFO - Epoch [45][1100/5005] lr: 1.000e-02, eta: 10:41:02, time: 0.137, data_time: 0.000, loss: 1.4397 2022-11-02 15:17:00,690 - mmcls - INFO - Epoch [45][1200/5005] lr: 1.000e-02, eta: 10:40:48, time: 0.137, data_time: 0.000, loss: 1.4391 2022-11-02 15:17:14,478 - mmcls - INFO - Epoch [45][1300/5005] lr: 1.000e-02, eta: 10:40:34, time: 0.138, data_time: 0.000, loss: 1.4439 2022-11-02 15:17:28,041 - mmcls - INFO - Epoch [45][1400/5005] lr: 1.000e-02, eta: 10:40:20, time: 0.136, data_time: 0.000, loss: 1.4179 2022-11-02 15:17:41,596 - mmcls - INFO - Epoch [45][1500/5005] lr: 1.000e-02, eta: 10:40:06, time: 0.136, data_time: 0.000, loss: 1.4432 2022-11-02 15:17:55,294 - mmcls - INFO - Epoch [45][1600/5005] lr: 1.000e-02, eta: 10:39:52, time: 0.137, data_time: 0.000, loss: 1.4373 2022-11-02 15:18:08,858 - mmcls - INFO - Epoch [45][1700/5005] lr: 1.000e-02, eta: 10:39:38, time: 0.136, data_time: 0.000, loss: 1.4181 2022-11-02 15:18:22,458 - mmcls - INFO - Epoch [45][1800/5005] lr: 1.000e-02, eta: 10:39:24, time: 0.136, data_time: 0.000, loss: 1.4488 2022-11-02 15:18:36,251 - mmcls - INFO - Epoch [45][1900/5005] lr: 1.000e-02, eta: 10:39:10, time: 0.138, data_time: 0.000, loss: 1.4211 2022-11-02 15:18:49,991 - mmcls - INFO - Epoch [45][2000/5005] lr: 1.000e-02, eta: 10:38:56, time: 0.137, data_time: 0.000, loss: 1.4278 2022-11-02 15:19:03,750 - mmcls - INFO - Epoch [45][2100/5005] lr: 1.000e-02, eta: 10:38:42, time: 0.138, data_time: 0.000, loss: 1.4245 2022-11-02 15:19:17,497 - mmcls - INFO - Epoch [45][2200/5005] lr: 1.000e-02, eta: 10:38:29, time: 0.137, data_time: 0.000, loss: 1.4465 2022-11-02 15:19:31,052 - mmcls - INFO - Epoch [45][2300/5005] lr: 1.000e-02, eta: 10:38:15, time: 0.136, data_time: 0.000, loss: 1.4212 2022-11-02 15:19:44,591 - mmcls - INFO - Epoch [45][2400/5005] lr: 1.000e-02, eta: 10:38:01, time: 0.135, data_time: 0.000, loss: 1.4387 2022-11-02 15:19:58,334 - mmcls - INFO - Epoch [45][2500/5005] lr: 1.000e-02, eta: 10:37:47, time: 0.137, data_time: 0.000, loss: 1.4371 2022-11-02 15:20:12,100 - mmcls - INFO - Epoch [45][2600/5005] lr: 1.000e-02, eta: 10:37:33, time: 0.138, data_time: 0.000, loss: 1.4466 2022-11-02 15:20:25,825 - mmcls - INFO - Epoch [45][2700/5005] lr: 1.000e-02, eta: 10:37:19, time: 0.137, data_time: 0.000, loss: 1.4490 2022-11-02 15:20:39,448 - mmcls - INFO - Epoch [45][2800/5005] lr: 1.000e-02, eta: 10:37:05, time: 0.136, data_time: 0.000, loss: 1.4492 2022-11-02 15:20:53,123 - mmcls - INFO - Epoch [45][2900/5005] lr: 1.000e-02, eta: 10:36:51, time: 0.137, data_time: 0.000, loss: 1.4479 2022-11-02 15:21:06,886 - mmcls - INFO - Epoch [45][3000/5005] lr: 1.000e-02, eta: 10:36:37, time: 0.138, data_time: 0.000, loss: 1.4484 2022-11-02 15:21:20,417 - mmcls - INFO - Epoch [45][3100/5005] lr: 1.000e-02, eta: 10:36:23, time: 0.135, data_time: 0.000, loss: 1.4461 2022-11-02 15:21:34,032 - mmcls - INFO - Epoch [45][3200/5005] lr: 1.000e-02, eta: 10:36:09, time: 0.136, data_time: 0.000, loss: 1.4465 2022-11-02 15:21:47,799 - mmcls - INFO - Epoch [45][3300/5005] lr: 1.000e-02, eta: 10:35:56, time: 0.138, data_time: 0.000, loss: 1.4514 2022-11-02 15:22:01,502 - mmcls - INFO - Epoch [45][3400/5005] lr: 1.000e-02, eta: 10:35:42, time: 0.137, data_time: 0.000, loss: 1.4553 2022-11-02 15:22:15,189 - mmcls - INFO - Epoch [45][3500/5005] lr: 1.000e-02, eta: 10:35:28, time: 0.137, data_time: 0.000, loss: 1.4666 2022-11-02 15:22:28,845 - mmcls - INFO - Epoch [45][3600/5005] lr: 1.000e-02, eta: 10:35:14, time: 0.137, data_time: 0.000, loss: 1.4664 2022-11-02 15:22:42,475 - mmcls - INFO - Epoch [45][3700/5005] lr: 1.000e-02, eta: 10:35:00, time: 0.136, data_time: 0.000, loss: 1.4680 2022-11-02 15:22:56,181 - mmcls - INFO - Epoch [45][3800/5005] lr: 1.000e-02, eta: 10:34:46, time: 0.137, data_time: 0.000, loss: 1.4504 2022-11-02 15:23:09,849 - mmcls - INFO - Epoch [45][3900/5005] lr: 1.000e-02, eta: 10:34:32, time: 0.137, data_time: 0.000, loss: 1.4447 2022-11-02 15:23:23,529 - mmcls - INFO - Epoch [45][4000/5005] lr: 1.000e-02, eta: 10:34:18, time: 0.137, data_time: 0.000, loss: 1.4429 2022-11-02 15:23:37,374 - mmcls - INFO - Epoch [45][4100/5005] lr: 1.000e-02, eta: 10:34:05, time: 0.138, data_time: 0.000, loss: 1.4444 2022-11-02 15:23:51,087 - mmcls - INFO - Epoch [45][4200/5005] lr: 1.000e-02, eta: 10:33:51, time: 0.137, data_time: 0.000, loss: 1.4532 2022-11-02 15:24:04,730 - mmcls - INFO - Epoch [45][4300/5005] lr: 1.000e-02, eta: 10:33:37, time: 0.136, data_time: 0.000, loss: 1.4466 2022-11-02 15:24:18,371 - mmcls - INFO - Epoch [45][4400/5005] lr: 1.000e-02, eta: 10:33:23, time: 0.136, data_time: 0.000, loss: 1.4282 2022-11-02 15:24:31,981 - mmcls - INFO - Epoch [45][4500/5005] lr: 1.000e-02, eta: 10:33:09, time: 0.136, data_time: 0.000, loss: 1.4474 2022-11-02 15:24:45,612 - mmcls - INFO - Epoch [45][4600/5005] lr: 1.000e-02, eta: 10:32:55, time: 0.136, data_time: 0.000, loss: 1.4605 2022-11-02 15:24:59,426 - mmcls - INFO - Epoch [45][4700/5005] lr: 1.000e-02, eta: 10:32:41, time: 0.138, data_time: 0.000, loss: 1.4199 2022-11-02 15:25:13,016 - mmcls - INFO - Epoch [45][4800/5005] lr: 1.000e-02, eta: 10:32:27, time: 0.136, data_time: 0.000, loss: 1.4263 2022-11-02 15:25:26,720 - mmcls - INFO - Epoch [45][4900/5005] lr: 1.000e-02, eta: 10:32:13, time: 0.137, data_time: 0.000, loss: 1.4573 2022-11-02 15:25:40,407 - mmcls - INFO - Epoch [45][5000/5005] lr: 1.000e-02, eta: 10:31:59, time: 0.137, data_time: 0.000, loss: 1.4751 2022-11-02 15:25:41,071 - mmcls - INFO - Saving checkpoint at 45 epochs 2022-11-02 15:26:04,273 - mmcls - INFO - Epoch(val) [45][196] accuracy_top-1: 70.3020, accuracy_top-5: 89.8580 2022-11-02 15:26:20,014 - mmcls - INFO - Epoch [46][100/5005] lr: 1.000e-02, eta: 10:31:47, time: 0.157, data_time: 0.024, loss: 1.3827 2022-11-02 15:26:33,491 - mmcls - INFO - Epoch [46][200/5005] lr: 1.000e-02, eta: 10:31:32, time: 0.135, data_time: 0.000, loss: 1.4199 2022-11-02 15:26:46,934 - mmcls - INFO - Epoch [46][300/5005] lr: 1.000e-02, eta: 10:31:18, time: 0.134, data_time: 0.000, loss: 1.4243 2022-11-02 15:27:00,388 - mmcls - INFO - Epoch [46][400/5005] lr: 1.000e-02, eta: 10:31:04, time: 0.135, data_time: 0.000, loss: 1.4148 2022-11-02 15:27:13,904 - mmcls - INFO - Epoch [46][500/5005] lr: 1.000e-02, eta: 10:30:50, time: 0.135, data_time: 0.000, loss: 1.4127 2022-11-02 15:27:27,517 - mmcls - INFO - Epoch [46][600/5005] lr: 1.000e-02, eta: 10:30:36, time: 0.136, data_time: 0.000, loss: 1.4057 2022-11-02 15:27:41,170 - mmcls - INFO - Epoch [46][700/5005] lr: 1.000e-02, eta: 10:30:22, time: 0.137, data_time: 0.000, loss: 1.4049 2022-11-02 15:27:55,002 - mmcls - INFO - Epoch [46][800/5005] lr: 1.000e-02, eta: 10:30:08, time: 0.138, data_time: 0.000, loss: 1.4013 2022-11-02 15:28:08,737 - mmcls - INFO - Epoch [46][900/5005] lr: 1.000e-02, eta: 10:29:54, time: 0.137, data_time: 0.000, loss: 1.4136 2022-11-02 15:28:22,437 - mmcls - INFO - Epoch [46][1000/5005] lr: 1.000e-02, eta: 10:29:41, time: 0.137, data_time: 0.000, loss: 1.4397 2022-11-02 15:28:36,100 - mmcls - INFO - Epoch [46][1100/5005] lr: 1.000e-02, eta: 10:29:27, time: 0.137, data_time: 0.000, loss: 1.4250 2022-11-02 15:28:49,602 - mmcls - INFO - Epoch [46][1200/5005] lr: 1.000e-02, eta: 10:29:13, time: 0.135, data_time: 0.000, loss: 1.4500 2022-11-02 15:29:03,439 - mmcls - INFO - Epoch [46][1300/5005] lr: 1.000e-02, eta: 10:28:59, time: 0.138, data_time: 0.000, loss: 1.4576 2022-11-02 15:29:17,124 - mmcls - INFO - Epoch [46][1400/5005] lr: 1.000e-02, eta: 10:28:45, time: 0.137, data_time: 0.000, loss: 1.4187 2022-11-02 15:29:30,827 - mmcls - INFO - Epoch [46][1500/5005] lr: 1.000e-02, eta: 10:28:31, time: 0.137, data_time: 0.000, loss: 1.4160 2022-11-02 15:29:44,432 - mmcls - INFO - Epoch [46][1600/5005] lr: 1.000e-02, eta: 10:28:17, time: 0.136, data_time: 0.000, loss: 1.4375 2022-11-02 15:29:57,979 - mmcls - INFO - Epoch [46][1700/5005] lr: 1.000e-02, eta: 10:28:03, time: 0.135, data_time: 0.000, loss: 1.4105 2022-11-02 15:30:11,729 - mmcls - INFO - Epoch [46][1800/5005] lr: 1.000e-02, eta: 10:27:49, time: 0.137, data_time: 0.000, loss: 1.4266 2022-11-02 15:30:25,220 - mmcls - INFO - Epoch [46][1900/5005] lr: 1.000e-02, eta: 10:27:35, time: 0.135, data_time: 0.000, loss: 1.4246 2022-11-02 15:30:38,919 - mmcls - INFO - Epoch [46][2000/5005] lr: 1.000e-02, eta: 10:27:21, time: 0.137, data_time: 0.000, loss: 1.4324 2022-11-02 15:30:52,674 - mmcls - INFO - Epoch [46][2100/5005] lr: 1.000e-02, eta: 10:27:08, time: 0.138, data_time: 0.000, loss: 1.4407 2022-11-02 15:31:06,461 - mmcls - INFO - Epoch [46][2200/5005] lr: 1.000e-02, eta: 10:26:54, time: 0.138, data_time: 0.000, loss: 1.4339 2022-11-02 15:31:20,143 - mmcls - INFO - Epoch [46][2300/5005] lr: 1.000e-02, eta: 10:26:40, time: 0.137, data_time: 0.000, loss: 1.4532 2022-11-02 15:31:33,778 - mmcls - INFO - Epoch [46][2400/5005] lr: 1.000e-02, eta: 10:26:26, time: 0.136, data_time: 0.000, loss: 1.4167 2022-11-02 15:31:47,505 - mmcls - INFO - Epoch [46][2500/5005] lr: 1.000e-02, eta: 10:26:12, time: 0.137, data_time: 0.000, loss: 1.4371 2022-11-02 15:32:01,363 - mmcls - INFO - Epoch [46][2600/5005] lr: 1.000e-02, eta: 10:25:58, time: 0.139, data_time: 0.000, loss: 1.4512 2022-11-02 15:32:14,956 - mmcls - INFO - Epoch [46][2700/5005] lr: 1.000e-02, eta: 10:25:44, time: 0.136, data_time: 0.000, loss: 1.4328 2022-11-02 15:32:28,585 - mmcls - INFO - Epoch [46][2800/5005] lr: 1.000e-02, eta: 10:25:30, time: 0.136, data_time: 0.000, loss: 1.4316 2022-11-02 15:32:42,085 - mmcls - INFO - Epoch [46][2900/5005] lr: 1.000e-02, eta: 10:25:16, time: 0.135, data_time: 0.000, loss: 1.4340 2022-11-02 15:32:55,857 - mmcls - INFO - Epoch [46][3000/5005] lr: 1.000e-02, eta: 10:25:03, time: 0.138, data_time: 0.000, loss: 1.4377 2022-11-02 15:33:09,486 - mmcls - INFO - Epoch [46][3100/5005] lr: 1.000e-02, eta: 10:24:49, time: 0.136, data_time: 0.000, loss: 1.4518 2022-11-02 15:33:23,336 - mmcls - INFO - Epoch [46][3200/5005] lr: 1.000e-02, eta: 10:24:35, time: 0.138, data_time: 0.000, loss: 1.4316 2022-11-02 15:33:36,930 - mmcls - INFO - Epoch [46][3300/5005] lr: 1.000e-02, eta: 10:24:21, time: 0.136, data_time: 0.000, loss: 1.4252 2022-11-02 15:33:50,549 - mmcls - INFO - Epoch [46][3400/5005] lr: 1.000e-02, eta: 10:24:07, time: 0.136, data_time: 0.000, loss: 1.4440 2022-11-02 15:34:04,199 - mmcls - INFO - Epoch [46][3500/5005] lr: 1.000e-02, eta: 10:23:53, time: 0.136, data_time: 0.000, loss: 1.4238 2022-11-02 15:34:18,015 - mmcls - INFO - Epoch [46][3600/5005] lr: 1.000e-02, eta: 10:23:39, time: 0.138, data_time: 0.000, loss: 1.4603 2022-11-02 15:34:31,660 - mmcls - INFO - Epoch [46][3700/5005] lr: 1.000e-02, eta: 10:23:25, time: 0.136, data_time: 0.000, loss: 1.4580 2022-11-02 15:34:45,301 - mmcls - INFO - Epoch [46][3800/5005] lr: 1.000e-02, eta: 10:23:12, time: 0.136, data_time: 0.000, loss: 1.4519 2022-11-02 15:34:58,881 - mmcls - INFO - Epoch [46][3900/5005] lr: 1.000e-02, eta: 10:22:58, time: 0.136, data_time: 0.000, loss: 1.4545 2022-11-02 15:35:12,702 - mmcls - INFO - Epoch [46][4000/5005] lr: 1.000e-02, eta: 10:22:44, time: 0.138, data_time: 0.000, loss: 1.4631 2022-11-02 15:35:26,397 - mmcls - INFO - Epoch [46][4100/5005] lr: 1.000e-02, eta: 10:22:30, time: 0.137, data_time: 0.000, loss: 1.4591 2022-11-02 15:35:39,924 - mmcls - INFO - Epoch [46][4200/5005] lr: 1.000e-02, eta: 10:22:16, time: 0.135, data_time: 0.000, loss: 1.4686 2022-11-02 15:35:53,546 - mmcls - INFO - Epoch [46][4300/5005] lr: 1.000e-02, eta: 10:22:02, time: 0.136, data_time: 0.000, loss: 1.4469 2022-11-02 15:36:07,175 - mmcls - INFO - Epoch [46][4400/5005] lr: 1.000e-02, eta: 10:21:48, time: 0.136, data_time: 0.000, loss: 1.4699 2022-11-02 15:36:20,809 - mmcls - INFO - Epoch [46][4500/5005] lr: 1.000e-02, eta: 10:21:34, time: 0.136, data_time: 0.000, loss: 1.4454 2022-11-02 15:36:34,610 - mmcls - INFO - Epoch [46][4600/5005] lr: 1.000e-02, eta: 10:21:20, time: 0.138, data_time: 0.000, loss: 1.4447 2022-11-02 15:36:48,283 - mmcls - INFO - Epoch [46][4700/5005] lr: 1.000e-02, eta: 10:21:06, time: 0.137, data_time: 0.000, loss: 1.4537 2022-11-02 15:37:01,917 - mmcls - INFO - Epoch [46][4800/5005] lr: 1.000e-02, eta: 10:20:52, time: 0.136, data_time: 0.000, loss: 1.4602 2022-11-02 15:37:15,770 - mmcls - INFO - Epoch [46][4900/5005] lr: 1.000e-02, eta: 10:20:39, time: 0.139, data_time: 0.000, loss: 1.4524 2022-11-02 15:37:29,329 - mmcls - INFO - Epoch [46][5000/5005] lr: 1.000e-02, eta: 10:20:25, time: 0.136, data_time: 0.000, loss: 1.4505 2022-11-02 15:37:29,973 - mmcls - INFO - Saving checkpoint at 46 epochs 2022-11-02 15:37:53,161 - mmcls - INFO - Epoch(val) [46][196] accuracy_top-1: 70.0380, accuracy_top-5: 89.8480 2022-11-02 15:38:09,030 - mmcls - INFO - Epoch [47][100/5005] lr: 1.000e-02, eta: 10:20:12, time: 0.159, data_time: 0.026, loss: 1.3994 2022-11-02 15:38:22,625 - mmcls - INFO - Epoch [47][200/5005] lr: 1.000e-02, eta: 10:19:58, time: 0.136, data_time: 0.000, loss: 1.4402 2022-11-02 15:38:36,148 - mmcls - INFO - Epoch [47][300/5005] lr: 1.000e-02, eta: 10:19:44, time: 0.135, data_time: 0.000, loss: 1.4047 2022-11-02 15:38:49,656 - mmcls - INFO - Epoch [47][400/5005] lr: 1.000e-02, eta: 10:19:30, time: 0.135, data_time: 0.000, loss: 1.4251 2022-11-02 15:39:03,524 - mmcls - INFO - Epoch [47][500/5005] lr: 1.000e-02, eta: 10:19:16, time: 0.139, data_time: 0.000, loss: 1.4194 2022-11-02 15:39:17,253 - mmcls - INFO - Epoch [47][600/5005] lr: 1.000e-02, eta: 10:19:02, time: 0.137, data_time: 0.000, loss: 1.4148 2022-11-02 15:39:30,921 - mmcls - INFO - Epoch [47][700/5005] lr: 1.000e-02, eta: 10:18:48, time: 0.137, data_time: 0.000, loss: 1.4224 2022-11-02 15:39:44,719 - mmcls - INFO - Epoch [47][800/5005] lr: 1.000e-02, eta: 10:18:35, time: 0.138, data_time: 0.000, loss: 1.4170 2022-11-02 15:39:58,301 - mmcls - INFO - Epoch [47][900/5005] lr: 1.000e-02, eta: 10:18:21, time: 0.136, data_time: 0.000, loss: 1.4182 2022-11-02 15:40:11,919 - mmcls - INFO - Epoch [47][1000/5005] lr: 1.000e-02, eta: 10:18:07, time: 0.136, data_time: 0.000, loss: 1.4265 2022-11-02 15:40:25,553 - mmcls - INFO - Epoch [47][1100/5005] lr: 1.000e-02, eta: 10:17:53, time: 0.136, data_time: 0.000, loss: 1.4339 2022-11-02 15:40:39,314 - mmcls - INFO - Epoch [47][1200/5005] lr: 1.000e-02, eta: 10:17:39, time: 0.138, data_time: 0.000, loss: 1.4098 2022-11-02 15:40:53,022 - mmcls - INFO - Epoch [47][1300/5005] lr: 1.000e-02, eta: 10:17:25, time: 0.137, data_time: 0.000, loss: 1.4008 2022-11-02 15:41:06,720 - mmcls - INFO - Epoch [47][1400/5005] lr: 1.000e-02, eta: 10:17:11, time: 0.137, data_time: 0.000, loss: 1.4222 2022-11-02 15:41:20,396 - mmcls - INFO - Epoch [47][1500/5005] lr: 1.000e-02, eta: 10:16:57, time: 0.137, data_time: 0.000, loss: 1.4138 2022-11-02 15:41:34,092 - mmcls - INFO - Epoch [47][1600/5005] lr: 1.000e-02, eta: 10:16:44, time: 0.137, data_time: 0.000, loss: 1.4090 2022-11-02 15:41:47,720 - mmcls - INFO - Epoch [47][1700/5005] lr: 1.000e-02, eta: 10:16:30, time: 0.136, data_time: 0.000, loss: 1.4307 2022-11-02 15:42:01,347 - mmcls - INFO - Epoch [47][1800/5005] lr: 1.000e-02, eta: 10:16:16, time: 0.136, data_time: 0.000, loss: 1.4372 2022-11-02 15:42:15,008 - mmcls - INFO - Epoch [47][1900/5005] lr: 1.000e-02, eta: 10:16:02, time: 0.137, data_time: 0.000, loss: 1.4348 2022-11-02 15:42:28,820 - mmcls - INFO - Epoch [47][2000/5005] lr: 1.000e-02, eta: 10:15:48, time: 0.138, data_time: 0.000, loss: 1.4349 2022-11-02 15:42:42,341 - mmcls - INFO - Epoch [47][2100/5005] lr: 1.000e-02, eta: 10:15:34, time: 0.135, data_time: 0.000, loss: 1.4130 2022-11-02 15:42:55,943 - mmcls - INFO - Epoch [47][2200/5005] lr: 1.000e-02, eta: 10:15:20, time: 0.136, data_time: 0.000, loss: 1.4405 2022-11-02 15:43:09,568 - mmcls - INFO - Epoch [47][2300/5005] lr: 1.000e-02, eta: 10:15:06, time: 0.136, data_time: 0.000, loss: 1.4324 2022-11-02 15:43:23,266 - mmcls - INFO - Epoch [47][2400/5005] lr: 1.000e-02, eta: 10:14:52, time: 0.137, data_time: 0.000, loss: 1.4484 2022-11-02 15:43:37,023 - mmcls - INFO - Epoch [47][2500/5005] lr: 1.000e-02, eta: 10:14:38, time: 0.138, data_time: 0.000, loss: 1.4318 2022-11-02 15:43:50,834 - mmcls - INFO - Epoch [47][2600/5005] lr: 1.000e-02, eta: 10:14:25, time: 0.138, data_time: 0.000, loss: 1.4566 2022-11-02 15:44:04,608 - mmcls - INFO - Epoch [47][2700/5005] lr: 1.000e-02, eta: 10:14:11, time: 0.138, data_time: 0.000, loss: 1.4582 2022-11-02 15:44:18,352 - mmcls - INFO - Epoch [47][2800/5005] lr: 1.000e-02, eta: 10:13:57, time: 0.137, data_time: 0.000, loss: 1.4217 2022-11-02 15:44:32,059 - mmcls - INFO - Epoch [47][2900/5005] lr: 1.000e-02, eta: 10:13:43, time: 0.137, data_time: 0.000, loss: 1.4405 2022-11-02 15:44:45,692 - mmcls - INFO - Epoch [47][3000/5005] lr: 1.000e-02, eta: 10:13:29, time: 0.136, data_time: 0.000, loss: 1.4307 2022-11-02 15:44:59,440 - mmcls - INFO - Epoch [47][3100/5005] lr: 1.000e-02, eta: 10:13:15, time: 0.137, data_time: 0.000, loss: 1.4627 2022-11-02 15:45:13,411 - mmcls - INFO - Epoch [47][3200/5005] lr: 1.000e-02, eta: 10:13:02, time: 0.140, data_time: 0.000, loss: 1.4383 2022-11-02 15:45:27,195 - mmcls - INFO - Epoch [47][3300/5005] lr: 1.000e-02, eta: 10:12:48, time: 0.138, data_time: 0.001, loss: 1.4457 2022-11-02 15:45:40,849 - mmcls - INFO - Epoch [47][3400/5005] lr: 1.000e-02, eta: 10:12:34, time: 0.137, data_time: 0.000, loss: 1.4371 2022-11-02 15:45:54,475 - mmcls - INFO - Epoch [47][3500/5005] lr: 1.000e-02, eta: 10:12:20, time: 0.136, data_time: 0.000, loss: 1.4541 2022-11-02 15:46:08,111 - mmcls - INFO - Epoch [47][3600/5005] lr: 1.000e-02, eta: 10:12:06, time: 0.136, data_time: 0.000, loss: 1.4467 2022-11-02 15:46:21,879 - mmcls - INFO - Epoch [47][3700/5005] lr: 1.000e-02, eta: 10:11:53, time: 0.138, data_time: 0.000, loss: 1.4476 2022-11-02 15:46:35,631 - mmcls - INFO - Epoch [47][3800/5005] lr: 1.000e-02, eta: 10:11:39, time: 0.138, data_time: 0.000, loss: 1.4382 2022-11-02 15:46:49,339 - mmcls - INFO - Epoch [47][3900/5005] lr: 1.000e-02, eta: 10:11:25, time: 0.137, data_time: 0.000, loss: 1.4469 2022-11-02 15:47:02,944 - mmcls - INFO - Epoch [47][4000/5005] lr: 1.000e-02, eta: 10:11:11, time: 0.136, data_time: 0.000, loss: 1.4558 2022-11-02 15:47:16,607 - mmcls - INFO - Epoch [47][4100/5005] lr: 1.000e-02, eta: 10:10:57, time: 0.137, data_time: 0.000, loss: 1.4450 2022-11-02 15:47:30,272 - mmcls - INFO - Epoch [47][4200/5005] lr: 1.000e-02, eta: 10:10:43, time: 0.137, data_time: 0.000, loss: 1.4361 2022-11-02 15:47:43,892 - mmcls - INFO - Epoch [47][4300/5005] lr: 1.000e-02, eta: 10:10:29, time: 0.136, data_time: 0.000, loss: 1.4338 2022-11-02 15:47:57,657 - mmcls - INFO - Epoch [47][4400/5005] lr: 1.000e-02, eta: 10:10:15, time: 0.138, data_time: 0.000, loss: 1.4435 2022-11-02 15:48:11,408 - mmcls - INFO - Epoch [47][4500/5005] lr: 1.000e-02, eta: 10:10:02, time: 0.137, data_time: 0.000, loss: 1.4212 2022-11-02 15:48:25,052 - mmcls - INFO - Epoch [47][4600/5005] lr: 1.000e-02, eta: 10:09:48, time: 0.136, data_time: 0.000, loss: 1.4395 2022-11-02 15:48:38,783 - mmcls - INFO - Epoch [47][4700/5005] lr: 1.000e-02, eta: 10:09:34, time: 0.137, data_time: 0.000, loss: 1.4460 2022-11-02 15:48:52,685 - mmcls - INFO - Epoch [47][4800/5005] lr: 1.000e-02, eta: 10:09:20, time: 0.139, data_time: 0.000, loss: 1.4420 2022-11-02 15:49:06,386 - mmcls - INFO - Epoch [47][4900/5005] lr: 1.000e-02, eta: 10:09:06, time: 0.137, data_time: 0.000, loss: 1.4668 2022-11-02 15:49:20,112 - mmcls - INFO - Epoch [47][5000/5005] lr: 1.000e-02, eta: 10:08:53, time: 0.137, data_time: 0.000, loss: 1.4597 2022-11-02 15:49:20,798 - mmcls - INFO - Saving checkpoint at 47 epochs 2022-11-02 15:49:44,597 - mmcls - INFO - Epoch(val) [47][196] accuracy_top-1: 69.1500, accuracy_top-5: 89.2120 2022-11-02 15:50:00,523 - mmcls - INFO - Epoch [48][100/5005] lr: 1.000e-02, eta: 10:08:40, time: 0.159, data_time: 0.024, loss: 1.3892 2022-11-02 15:50:13,902 - mmcls - INFO - Epoch [48][200/5005] lr: 1.000e-02, eta: 10:08:26, time: 0.134, data_time: 0.000, loss: 1.4203 2022-11-02 15:50:27,443 - mmcls - INFO - Epoch [48][300/5005] lr: 1.000e-02, eta: 10:08:12, time: 0.135, data_time: 0.000, loss: 1.4045 2022-11-02 15:50:41,073 - mmcls - INFO - Epoch [48][400/5005] lr: 1.000e-02, eta: 10:07:58, time: 0.136, data_time: 0.000, loss: 1.4011 2022-11-02 15:50:54,792 - mmcls - INFO - Epoch [48][500/5005] lr: 1.000e-02, eta: 10:07:44, time: 0.137, data_time: 0.000, loss: 1.4181 2022-11-02 15:51:08,489 - mmcls - INFO - Epoch [48][600/5005] lr: 1.000e-02, eta: 10:07:30, time: 0.137, data_time: 0.000, loss: 1.3982 2022-11-02 15:51:22,293 - mmcls - INFO - Epoch [48][700/5005] lr: 1.000e-02, eta: 10:07:16, time: 0.138, data_time: 0.000, loss: 1.4247 2022-11-02 15:51:35,908 - mmcls - INFO - Epoch [48][800/5005] lr: 1.000e-02, eta: 10:07:02, time: 0.136, data_time: 0.000, loss: 1.4258 2022-11-02 15:51:49,529 - mmcls - INFO - Epoch [48][900/5005] lr: 1.000e-02, eta: 10:06:48, time: 0.136, data_time: 0.000, loss: 1.4310 2022-11-02 15:52:03,172 - mmcls - INFO - Epoch [48][1000/5005] lr: 1.000e-02, eta: 10:06:34, time: 0.136, data_time: 0.000, loss: 1.4186 2022-11-02 15:52:16,733 - mmcls - INFO - Epoch [48][1100/5005] lr: 1.000e-02, eta: 10:06:20, time: 0.136, data_time: 0.000, loss: 1.4306 2022-11-02 15:52:30,612 - mmcls - INFO - Epoch [48][1200/5005] lr: 1.000e-02, eta: 10:06:07, time: 0.139, data_time: 0.000, loss: 1.4309 2022-11-02 15:52:44,360 - mmcls - INFO - Epoch [48][1300/5005] lr: 1.000e-02, eta: 10:05:53, time: 0.137, data_time: 0.000, loss: 1.4289 2022-11-02 15:52:57,964 - mmcls - INFO - Epoch [48][1400/5005] lr: 1.000e-02, eta: 10:05:39, time: 0.136, data_time: 0.000, loss: 1.4143 2022-11-02 15:53:11,655 - mmcls - INFO - Epoch [48][1500/5005] lr: 1.000e-02, eta: 10:05:25, time: 0.137, data_time: 0.000, loss: 1.4257 2022-11-02 15:53:25,385 - mmcls - INFO - Epoch [48][1600/5005] lr: 1.000e-02, eta: 10:05:11, time: 0.137, data_time: 0.000, loss: 1.4262 2022-11-02 15:53:38,977 - mmcls - INFO - Epoch [48][1700/5005] lr: 1.000e-02, eta: 10:04:57, time: 0.136, data_time: 0.000, loss: 1.4298 2022-11-02 15:53:52,641 - mmcls - INFO - Epoch [48][1800/5005] lr: 1.000e-02, eta: 10:04:43, time: 0.137, data_time: 0.000, loss: 1.4334 2022-11-02 15:54:06,325 - mmcls - INFO - Epoch [48][1900/5005] lr: 1.000e-02, eta: 10:04:30, time: 0.137, data_time: 0.000, loss: 1.4554 2022-11-02 15:54:19,945 - mmcls - INFO - Epoch [48][2000/5005] lr: 1.000e-02, eta: 10:04:16, time: 0.136, data_time: 0.000, loss: 1.4220 2022-11-02 15:54:33,718 - mmcls - INFO - Epoch [48][2100/5005] lr: 1.000e-02, eta: 10:04:02, time: 0.138, data_time: 0.000, loss: 1.4562 2022-11-02 15:54:47,347 - mmcls - INFO - Epoch [48][2200/5005] lr: 1.000e-02, eta: 10:03:48, time: 0.136, data_time: 0.000, loss: 1.4307 2022-11-02 15:55:01,035 - mmcls - INFO - Epoch [48][2300/5005] lr: 1.000e-02, eta: 10:03:34, time: 0.137, data_time: 0.000, loss: 1.4240 2022-11-02 15:55:14,612 - mmcls - INFO - Epoch [48][2400/5005] lr: 1.000e-02, eta: 10:03:20, time: 0.136, data_time: 0.000, loss: 1.4281 2022-11-02 15:55:28,206 - mmcls - INFO - Epoch [48][2500/5005] lr: 1.000e-02, eta: 10:03:06, time: 0.136, data_time: 0.000, loss: 1.4173 2022-11-02 15:55:41,952 - mmcls - INFO - Epoch [48][2600/5005] lr: 1.000e-02, eta: 10:02:52, time: 0.137, data_time: 0.000, loss: 1.4167 2022-11-02 15:55:55,687 - mmcls - INFO - Epoch [48][2700/5005] lr: 1.000e-02, eta: 10:02:38, time: 0.137, data_time: 0.000, loss: 1.4441 2022-11-02 15:56:09,396 - mmcls - INFO - Epoch [48][2800/5005] lr: 1.000e-02, eta: 10:02:25, time: 0.137, data_time: 0.000, loss: 1.4299 2022-11-02 15:56:23,030 - mmcls - INFO - Epoch [48][2900/5005] lr: 1.000e-02, eta: 10:02:11, time: 0.136, data_time: 0.000, loss: 1.4393 2022-11-02 15:56:36,804 - mmcls - INFO - Epoch [48][3000/5005] lr: 1.000e-02, eta: 10:01:57, time: 0.138, data_time: 0.000, loss: 1.4400 2022-11-02 15:56:50,293 - mmcls - INFO - Epoch [48][3100/5005] lr: 1.000e-02, eta: 10:01:43, time: 0.135, data_time: 0.000, loss: 1.4384 2022-11-02 15:57:03,946 - mmcls - INFO - Epoch [48][3200/5005] lr: 1.000e-02, eta: 10:01:29, time: 0.137, data_time: 0.000, loss: 1.4529 2022-11-02 15:57:17,843 - mmcls - INFO - Epoch [48][3300/5005] lr: 1.000e-02, eta: 10:01:15, time: 0.139, data_time: 0.000, loss: 1.4659 2022-11-02 15:57:31,496 - mmcls - INFO - Epoch [48][3400/5005] lr: 1.000e-02, eta: 10:01:01, time: 0.137, data_time: 0.000, loss: 1.4351 2022-11-02 15:57:45,073 - mmcls - INFO - Epoch [48][3500/5005] lr: 1.000e-02, eta: 10:00:47, time: 0.136, data_time: 0.000, loss: 1.4480 2022-11-02 15:57:58,791 - mmcls - INFO - Epoch [48][3600/5005] lr: 1.000e-02, eta: 10:00:34, time: 0.137, data_time: 0.000, loss: 1.4401 2022-11-02 15:58:12,550 - mmcls - INFO - Epoch [48][3700/5005] lr: 1.000e-02, eta: 10:00:20, time: 0.138, data_time: 0.000, loss: 1.4387 2022-11-02 15:58:26,287 - mmcls - INFO - Epoch [48][3800/5005] lr: 1.000e-02, eta: 10:00:06, time: 0.137, data_time: 0.000, loss: 1.4385 2022-11-02 15:58:39,879 - mmcls - INFO - Epoch [48][3900/5005] lr: 1.000e-02, eta: 9:59:52, time: 0.136, data_time: 0.000, loss: 1.4582 2022-11-02 15:58:53,633 - mmcls - INFO - Epoch [48][4000/5005] lr: 1.000e-02, eta: 9:59:38, time: 0.138, data_time: 0.000, loss: 1.4487 2022-11-02 15:59:07,226 - mmcls - INFO - Epoch [48][4100/5005] lr: 1.000e-02, eta: 9:59:24, time: 0.136, data_time: 0.000, loss: 1.4578 2022-11-02 15:59:20,864 - mmcls - INFO - Epoch [48][4200/5005] lr: 1.000e-02, eta: 9:59:10, time: 0.136, data_time: 0.000, loss: 1.4474 2022-11-02 15:59:34,515 - mmcls - INFO - Epoch [48][4300/5005] lr: 1.000e-02, eta: 9:58:56, time: 0.137, data_time: 0.000, loss: 1.4446 2022-11-02 15:59:48,210 - mmcls - INFO - Epoch [48][4400/5005] lr: 1.000e-02, eta: 9:58:43, time: 0.137, data_time: 0.000, loss: 1.4439 2022-11-02 16:00:01,654 - mmcls - INFO - Epoch [48][4500/5005] lr: 1.000e-02, eta: 9:58:28, time: 0.134, data_time: 0.000, loss: 1.4520 2022-11-02 16:00:15,359 - mmcls - INFO - Epoch [48][4600/5005] lr: 1.000e-02, eta: 9:58:15, time: 0.137, data_time: 0.000, loss: 1.4432 2022-11-02 16:00:29,017 - mmcls - INFO - Epoch [48][4700/5005] lr: 1.000e-02, eta: 9:58:01, time: 0.137, data_time: 0.000, loss: 1.4506 2022-11-02 16:00:42,553 - mmcls - INFO - Epoch [48][4800/5005] lr: 1.000e-02, eta: 9:57:47, time: 0.135, data_time: 0.000, loss: 1.4552 2022-11-02 16:00:56,231 - mmcls - INFO - Epoch [48][4900/5005] lr: 1.000e-02, eta: 9:57:33, time: 0.137, data_time: 0.000, loss: 1.4365 2022-11-02 16:01:09,697 - mmcls - INFO - Epoch [48][5000/5005] lr: 1.000e-02, eta: 9:57:19, time: 0.135, data_time: 0.000, loss: 1.4281 2022-11-02 16:01:10,375 - mmcls - INFO - Saving checkpoint at 48 epochs 2022-11-02 16:01:33,807 - mmcls - INFO - Epoch(val) [48][196] accuracy_top-1: 70.3900, accuracy_top-5: 90.0240 2022-11-02 16:01:49,506 - mmcls - INFO - Epoch [49][100/5005] lr: 1.000e-02, eta: 9:57:06, time: 0.157, data_time: 0.024, loss: 1.3996 2022-11-02 16:02:02,889 - mmcls - INFO - Epoch [49][200/5005] lr: 1.000e-02, eta: 9:56:51, time: 0.134, data_time: 0.000, loss: 1.4132 2022-11-02 16:02:16,502 - mmcls - INFO - Epoch [49][300/5005] lr: 1.000e-02, eta: 9:56:37, time: 0.136, data_time: 0.000, loss: 1.4244 2022-11-02 16:02:30,137 - mmcls - INFO - Epoch [49][400/5005] lr: 1.000e-02, eta: 9:56:24, time: 0.136, data_time: 0.000, loss: 1.3864 2022-11-02 16:02:43,848 - mmcls - INFO - Epoch [49][500/5005] lr: 1.000e-02, eta: 9:56:10, time: 0.137, data_time: 0.000, loss: 1.4060 2022-11-02 16:02:57,438 - mmcls - INFO - Epoch [49][600/5005] lr: 1.000e-02, eta: 9:55:56, time: 0.136, data_time: 0.000, loss: 1.4015 2022-11-02 16:03:11,251 - mmcls - INFO - Epoch [49][700/5005] lr: 1.000e-02, eta: 9:55:42, time: 0.138, data_time: 0.000, loss: 1.4161 2022-11-02 16:03:25,081 - mmcls - INFO - Epoch [49][800/5005] lr: 1.000e-02, eta: 9:55:28, time: 0.138, data_time: 0.000, loss: 1.4290 2022-11-02 16:03:38,796 - mmcls - INFO - Epoch [49][900/5005] lr: 1.000e-02, eta: 9:55:14, time: 0.137, data_time: 0.000, loss: 1.4374 2022-11-02 16:03:52,407 - mmcls - INFO - Epoch [49][1000/5005] lr: 1.000e-02, eta: 9:55:01, time: 0.136, data_time: 0.001, loss: 1.4084 2022-11-02 16:04:06,160 - mmcls - INFO - Epoch [49][1100/5005] lr: 1.000e-02, eta: 9:54:47, time: 0.138, data_time: 0.000, loss: 1.4062 2022-11-02 16:04:19,756 - mmcls - INFO - Epoch [49][1200/5005] lr: 1.000e-02, eta: 9:54:33, time: 0.136, data_time: 0.000, loss: 1.4040 2022-11-02 16:04:33,376 - mmcls - INFO - Epoch [49][1300/5005] lr: 1.000e-02, eta: 9:54:19, time: 0.136, data_time: 0.000, loss: 1.4258 2022-11-02 16:04:47,204 - mmcls - INFO - Epoch [49][1400/5005] lr: 1.000e-02, eta: 9:54:05, time: 0.138, data_time: 0.001, loss: 1.4040 2022-11-02 16:05:00,928 - mmcls - INFO - Epoch [49][1500/5005] lr: 1.000e-02, eta: 9:53:51, time: 0.137, data_time: 0.000, loss: 1.4192 2022-11-02 16:05:14,931 - mmcls - INFO - Epoch [49][1600/5005] lr: 1.000e-02, eta: 9:53:38, time: 0.140, data_time: 0.000, loss: 1.4085 2022-11-02 16:05:28,689 - mmcls - INFO - Epoch [49][1700/5005] lr: 1.000e-02, eta: 9:53:24, time: 0.138, data_time: 0.000, loss: 1.4256 2022-11-02 16:05:42,401 - mmcls - INFO - Epoch [49][1800/5005] lr: 1.000e-02, eta: 9:53:10, time: 0.137, data_time: 0.000, loss: 1.4427 2022-11-02 16:05:56,074 - mmcls - INFO - Epoch [49][1900/5005] lr: 1.000e-02, eta: 9:52:56, time: 0.137, data_time: 0.000, loss: 1.4122 2022-11-02 16:06:09,808 - mmcls - INFO - Epoch [49][2000/5005] lr: 1.000e-02, eta: 9:52:43, time: 0.137, data_time: 0.000, loss: 1.4310 2022-11-02 16:06:23,508 - mmcls - INFO - Epoch [49][2100/5005] lr: 1.000e-02, eta: 9:52:29, time: 0.137, data_time: 0.000, loss: 1.4516 2022-11-02 16:06:37,334 - mmcls - INFO - Epoch [49][2200/5005] lr: 1.000e-02, eta: 9:52:15, time: 0.138, data_time: 0.000, loss: 1.4386 2022-11-02 16:06:51,037 - mmcls - INFO - Epoch [49][2300/5005] lr: 1.000e-02, eta: 9:52:01, time: 0.137, data_time: 0.000, loss: 1.4450 2022-11-02 16:07:04,683 - mmcls - INFO - Epoch [49][2400/5005] lr: 1.000e-02, eta: 9:51:47, time: 0.136, data_time: 0.000, loss: 1.4317 2022-11-02 16:07:18,415 - mmcls - INFO - Epoch [49][2500/5005] lr: 1.000e-02, eta: 9:51:33, time: 0.137, data_time: 0.000, loss: 1.4132 2022-11-02 16:07:32,324 - mmcls - INFO - Epoch [49][2600/5005] lr: 1.000e-02, eta: 9:51:20, time: 0.139, data_time: 0.000, loss: 1.4439 2022-11-02 16:07:45,996 - mmcls - INFO - Epoch [49][2700/5005] lr: 1.000e-02, eta: 9:51:06, time: 0.137, data_time: 0.000, loss: 1.4374 2022-11-02 16:07:59,581 - mmcls - INFO - Epoch [49][2800/5005] lr: 1.000e-02, eta: 9:50:52, time: 0.136, data_time: 0.000, loss: 1.4294 2022-11-02 16:08:13,291 - mmcls - INFO - Epoch [49][2900/5005] lr: 1.000e-02, eta: 9:50:38, time: 0.137, data_time: 0.000, loss: 1.4500 2022-11-02 16:08:26,956 - mmcls - INFO - Epoch [49][3000/5005] lr: 1.000e-02, eta: 9:50:24, time: 0.137, data_time: 0.000, loss: 1.4422 2022-11-02 16:08:40,581 - mmcls - INFO - Epoch [49][3100/5005] lr: 1.000e-02, eta: 9:50:10, time: 0.136, data_time: 0.001, loss: 1.4296 2022-11-02 16:08:54,256 - mmcls - INFO - Epoch [49][3200/5005] lr: 1.000e-02, eta: 9:49:56, time: 0.137, data_time: 0.000, loss: 1.4382 2022-11-02 16:09:08,047 - mmcls - INFO - Epoch [49][3300/5005] lr: 1.000e-02, eta: 9:49:43, time: 0.138, data_time: 0.000, loss: 1.4468 2022-11-02 16:09:21,747 - mmcls - INFO - Epoch [49][3400/5005] lr: 1.000e-02, eta: 9:49:29, time: 0.137, data_time: 0.000, loss: 1.4417 2022-11-02 16:09:35,297 - mmcls - INFO - Epoch [49][3500/5005] lr: 1.000e-02, eta: 9:49:15, time: 0.135, data_time: 0.000, loss: 1.4465 2022-11-02 16:09:48,827 - mmcls - INFO - Epoch [49][3600/5005] lr: 1.000e-02, eta: 9:49:01, time: 0.135, data_time: 0.000, loss: 1.4590 2022-11-02 16:10:02,578 - mmcls - INFO - Epoch [49][3700/5005] lr: 1.000e-02, eta: 9:48:47, time: 0.137, data_time: 0.000, loss: 1.4538 2022-11-02 16:10:16,251 - mmcls - INFO - Epoch [49][3800/5005] lr: 1.000e-02, eta: 9:48:33, time: 0.137, data_time: 0.000, loss: 1.4299 2022-11-02 16:10:30,000 - mmcls - INFO - Epoch [49][3900/5005] lr: 1.000e-02, eta: 9:48:19, time: 0.137, data_time: 0.000, loss: 1.4567 2022-11-02 16:10:43,653 - mmcls - INFO - Epoch [49][4000/5005] lr: 1.000e-02, eta: 9:48:05, time: 0.137, data_time: 0.000, loss: 1.4372 2022-11-02 16:10:57,218 - mmcls - INFO - Epoch [49][4100/5005] lr: 1.000e-02, eta: 9:47:51, time: 0.136, data_time: 0.000, loss: 1.4373 2022-11-02 16:11:10,750 - mmcls - INFO - Epoch [49][4200/5005] lr: 1.000e-02, eta: 9:47:37, time: 0.135, data_time: 0.000, loss: 1.4380 2022-11-02 16:11:24,332 - mmcls - INFO - Epoch [49][4300/5005] lr: 1.000e-02, eta: 9:47:23, time: 0.136, data_time: 0.000, loss: 1.4596 2022-11-02 16:11:38,169 - mmcls - INFO - Epoch [49][4400/5005] lr: 1.000e-02, eta: 9:47:10, time: 0.138, data_time: 0.000, loss: 1.4484 2022-11-02 16:11:51,722 - mmcls - INFO - Epoch [49][4500/5005] lr: 1.000e-02, eta: 9:46:56, time: 0.136, data_time: 0.000, loss: 1.4431 2022-11-02 16:12:05,468 - mmcls - INFO - Epoch [49][4600/5005] lr: 1.000e-02, eta: 9:46:42, time: 0.137, data_time: 0.000, loss: 1.4553 2022-11-02 16:12:19,313 - mmcls - INFO - Epoch [49][4700/5005] lr: 1.000e-02, eta: 9:46:28, time: 0.138, data_time: 0.000, loss: 1.4429 2022-11-02 16:12:33,029 - mmcls - INFO - Epoch [49][4800/5005] lr: 1.000e-02, eta: 9:46:14, time: 0.137, data_time: 0.000, loss: 1.4223 2022-11-02 16:12:46,617 - mmcls - INFO - Epoch [49][4900/5005] lr: 1.000e-02, eta: 9:46:01, time: 0.136, data_time: 0.000, loss: 1.4419 2022-11-02 16:13:00,263 - mmcls - INFO - Epoch [49][5000/5005] lr: 1.000e-02, eta: 9:45:47, time: 0.136, data_time: 0.000, loss: 1.4553 2022-11-02 16:13:00,935 - mmcls - INFO - Saving checkpoint at 49 epochs 2022-11-02 16:13:24,117 - mmcls - INFO - Epoch(val) [49][196] accuracy_top-1: 70.2160, accuracy_top-5: 89.8880 2022-11-02 16:13:39,985 - mmcls - INFO - Epoch [50][100/5005] lr: 1.000e-02, eta: 9:45:34, time: 0.159, data_time: 0.024, loss: 1.3903 2022-11-02 16:13:53,806 - mmcls - INFO - Epoch [50][200/5005] lr: 1.000e-02, eta: 9:45:20, time: 0.138, data_time: 0.000, loss: 1.4166 2022-11-02 16:14:07,475 - mmcls - INFO - Epoch [50][300/5005] lr: 1.000e-02, eta: 9:45:06, time: 0.137, data_time: 0.000, loss: 1.4206 2022-11-02 16:14:20,932 - mmcls - INFO - Epoch [50][400/5005] lr: 1.000e-02, eta: 9:44:52, time: 0.135, data_time: 0.000, loss: 1.4089 2022-11-02 16:14:34,508 - mmcls - INFO - Epoch [50][500/5005] lr: 1.000e-02, eta: 9:44:38, time: 0.136, data_time: 0.000, loss: 1.4094 2022-11-02 16:14:48,113 - mmcls - INFO - Epoch [50][600/5005] lr: 1.000e-02, eta: 9:44:24, time: 0.136, data_time: 0.000, loss: 1.4108 2022-11-02 16:15:01,888 - mmcls - INFO - Epoch [50][700/5005] lr: 1.000e-02, eta: 9:44:10, time: 0.138, data_time: 0.000, loss: 1.4296 2022-11-02 16:15:15,625 - mmcls - INFO - Epoch [50][800/5005] lr: 1.000e-02, eta: 9:43:56, time: 0.137, data_time: 0.000, loss: 1.4169 2022-11-02 16:15:29,337 - mmcls - INFO - Epoch [50][900/5005] lr: 1.000e-02, eta: 9:43:43, time: 0.137, data_time: 0.000, loss: 1.4181 2022-11-02 16:15:43,017 - mmcls - INFO - Epoch [50][1000/5005] lr: 1.000e-02, eta: 9:43:29, time: 0.137, data_time: 0.000, loss: 1.4076 2022-11-02 16:15:56,646 - mmcls - INFO - Epoch [50][1100/5005] lr: 1.000e-02, eta: 9:43:15, time: 0.136, data_time: 0.000, loss: 1.4112 2022-11-02 16:16:10,313 - mmcls - INFO - Epoch [50][1200/5005] lr: 1.000e-02, eta: 9:43:01, time: 0.137, data_time: 0.000, loss: 1.4285 2022-11-02 16:16:24,009 - mmcls - INFO - Epoch [50][1300/5005] lr: 1.000e-02, eta: 9:42:47, time: 0.137, data_time: 0.000, loss: 1.4034 2022-11-02 16:16:37,752 - mmcls - INFO - Epoch [50][1400/5005] lr: 1.000e-02, eta: 9:42:33, time: 0.137, data_time: 0.000, loss: 1.4279 2022-11-02 16:16:51,469 - mmcls - INFO - Epoch [50][1500/5005] lr: 1.000e-02, eta: 9:42:19, time: 0.137, data_time: 0.000, loss: 1.4135 2022-11-02 16:17:05,036 - mmcls - INFO - Epoch [50][1600/5005] lr: 1.000e-02, eta: 9:42:06, time: 0.136, data_time: 0.000, loss: 1.4183 2022-11-02 16:17:18,755 - mmcls - INFO - Epoch [50][1700/5005] lr: 1.000e-02, eta: 9:41:52, time: 0.137, data_time: 0.000, loss: 1.4450 2022-11-02 16:17:32,440 - mmcls - INFO - Epoch [50][1800/5005] lr: 1.000e-02, eta: 9:41:38, time: 0.137, data_time: 0.000, loss: 1.4284 2022-11-02 16:17:46,093 - mmcls - INFO - Epoch [50][1900/5005] lr: 1.000e-02, eta: 9:41:24, time: 0.137, data_time: 0.000, loss: 1.4195 2022-11-02 16:17:59,638 - mmcls - INFO - Epoch [50][2000/5005] lr: 1.000e-02, eta: 9:41:10, time: 0.135, data_time: 0.000, loss: 1.4414 2022-11-02 16:18:13,449 - mmcls - INFO - Epoch [50][2100/5005] lr: 1.000e-02, eta: 9:40:56, time: 0.138, data_time: 0.000, loss: 1.4221 2022-11-02 16:18:27,211 - mmcls - INFO - Epoch [50][2200/5005] lr: 1.000e-02, eta: 9:40:42, time: 0.138, data_time: 0.000, loss: 1.4342 2022-11-02 16:18:40,948 - mmcls - INFO - Epoch [50][2300/5005] lr: 1.000e-02, eta: 9:40:29, time: 0.137, data_time: 0.000, loss: 1.4222 2022-11-02 16:18:54,543 - mmcls - INFO - Epoch [50][2400/5005] lr: 1.000e-02, eta: 9:40:15, time: 0.136, data_time: 0.000, loss: 1.4561 2022-11-02 16:19:08,232 - mmcls - INFO - Epoch [50][2500/5005] lr: 1.000e-02, eta: 9:40:01, time: 0.137, data_time: 0.000, loss: 1.4515 2022-11-02 16:19:21,877 - mmcls - INFO - Epoch [50][2600/5005] lr: 1.000e-02, eta: 9:39:47, time: 0.136, data_time: 0.000, loss: 1.4389 2022-11-02 16:19:35,436 - mmcls - INFO - Epoch [50][2700/5005] lr: 1.000e-02, eta: 9:39:33, time: 0.136, data_time: 0.000, loss: 1.4437 2022-11-02 16:19:49,206 - mmcls - INFO - Epoch [50][2800/5005] lr: 1.000e-02, eta: 9:39:19, time: 0.138, data_time: 0.000, loss: 1.4580 2022-11-02 16:20:02,918 - mmcls - INFO - Epoch [50][2900/5005] lr: 1.000e-02, eta: 9:39:05, time: 0.137, data_time: 0.000, loss: 1.4148 2022-11-02 16:20:16,541 - mmcls - INFO - Epoch [50][3000/5005] lr: 1.000e-02, eta: 9:38:51, time: 0.136, data_time: 0.000, loss: 1.4706 2022-11-02 16:20:30,272 - mmcls - INFO - Epoch [50][3100/5005] lr: 1.000e-02, eta: 9:38:38, time: 0.137, data_time: 0.000, loss: 1.4477 2022-11-02 16:20:43,977 - mmcls - INFO - Epoch [50][3200/5005] lr: 1.000e-02, eta: 9:38:24, time: 0.137, data_time: 0.000, loss: 1.4224 2022-11-02 16:20:57,589 - mmcls - INFO - Epoch [50][3300/5005] lr: 1.000e-02, eta: 9:38:10, time: 0.136, data_time: 0.000, loss: 1.4322 2022-11-02 16:21:11,294 - mmcls - INFO - Epoch [50][3400/5005] lr: 1.000e-02, eta: 9:37:56, time: 0.137, data_time: 0.000, loss: 1.4400 2022-11-02 16:21:24,987 - mmcls - INFO - Epoch [50][3500/5005] lr: 1.000e-02, eta: 9:37:42, time: 0.137, data_time: 0.000, loss: 1.4542 2022-11-02 16:21:38,761 - mmcls - INFO - Epoch [50][3600/5005] lr: 1.000e-02, eta: 9:37:28, time: 0.138, data_time: 0.000, loss: 1.4460 2022-11-02 16:21:52,445 - mmcls - INFO - Epoch [50][3700/5005] lr: 1.000e-02, eta: 9:37:15, time: 0.137, data_time: 0.000, loss: 1.4280 2022-11-02 16:22:05,969 - mmcls - INFO - Epoch [50][3800/5005] lr: 1.000e-02, eta: 9:37:01, time: 0.135, data_time: 0.000, loss: 1.4615 2022-11-02 16:22:19,639 - mmcls - INFO - Epoch [50][3900/5005] lr: 1.000e-02, eta: 9:36:47, time: 0.137, data_time: 0.000, loss: 1.4305 2022-11-02 16:22:33,346 - mmcls - INFO - Epoch [50][4000/5005] lr: 1.000e-02, eta: 9:36:33, time: 0.137, data_time: 0.000, loss: 1.4406 2022-11-02 16:22:47,121 - mmcls - INFO - Epoch [50][4100/5005] lr: 1.000e-02, eta: 9:36:19, time: 0.138, data_time: 0.000, loss: 1.4394 2022-11-02 16:23:00,819 - mmcls - INFO - Epoch [50][4200/5005] lr: 1.000e-02, eta: 9:36:05, time: 0.137, data_time: 0.000, loss: 1.4407 2022-11-02 16:23:14,606 - mmcls - INFO - Epoch [50][4300/5005] lr: 1.000e-02, eta: 9:35:51, time: 0.138, data_time: 0.000, loss: 1.4510 2022-11-02 16:23:28,168 - mmcls - INFO - Epoch [50][4400/5005] lr: 1.000e-02, eta: 9:35:38, time: 0.136, data_time: 0.000, loss: 1.4357 2022-11-02 16:23:41,949 - mmcls - INFO - Epoch [50][4500/5005] lr: 1.000e-02, eta: 9:35:24, time: 0.138, data_time: 0.000, loss: 1.4336 2022-11-02 16:23:55,743 - mmcls - INFO - Epoch [50][4600/5005] lr: 1.000e-02, eta: 9:35:10, time: 0.138, data_time: 0.000, loss: 1.4718 2022-11-02 16:24:09,424 - mmcls - INFO - Epoch [50][4700/5005] lr: 1.000e-02, eta: 9:34:56, time: 0.137, data_time: 0.000, loss: 1.4528 2022-11-02 16:24:22,985 - mmcls - INFO - Epoch [50][4800/5005] lr: 1.000e-02, eta: 9:34:42, time: 0.136, data_time: 0.000, loss: 1.4356 2022-11-02 16:24:36,771 - mmcls - INFO - Epoch [50][4900/5005] lr: 1.000e-02, eta: 9:34:28, time: 0.138, data_time: 0.000, loss: 1.4325 2022-11-02 16:24:50,623 - mmcls - INFO - Epoch [50][5000/5005] lr: 1.000e-02, eta: 9:34:15, time: 0.139, data_time: 0.000, loss: 1.4582 2022-11-02 16:24:51,292 - mmcls - INFO - Saving checkpoint at 50 epochs 2022-11-02 16:25:14,637 - mmcls - INFO - Epoch(val) [50][196] accuracy_top-1: 70.6100, accuracy_top-5: 90.2420 2022-11-02 16:25:30,287 - mmcls - INFO - Epoch [51][100/5005] lr: 1.000e-02, eta: 9:34:01, time: 0.156, data_time: 0.024, loss: 1.4171 2022-11-02 16:25:43,634 - mmcls - INFO - Epoch [51][200/5005] lr: 1.000e-02, eta: 9:33:47, time: 0.133, data_time: 0.000, loss: 1.4017 2022-11-02 16:25:57,118 - mmcls - INFO - Epoch [51][300/5005] lr: 1.000e-02, eta: 9:33:33, time: 0.135, data_time: 0.000, loss: 1.3832 2022-11-02 16:26:10,653 - mmcls - INFO - Epoch [51][400/5005] lr: 1.000e-02, eta: 9:33:19, time: 0.135, data_time: 0.000, loss: 1.4113 2022-11-02 16:26:24,197 - mmcls - INFO - Epoch [51][500/5005] lr: 1.000e-02, eta: 9:33:05, time: 0.135, data_time: 0.000, loss: 1.3948 2022-11-02 16:26:37,923 - mmcls - INFO - Epoch [51][600/5005] lr: 1.000e-02, eta: 9:32:51, time: 0.137, data_time: 0.000, loss: 1.4123 2022-11-02 16:26:51,569 - mmcls - INFO - Epoch [51][700/5005] lr: 1.000e-02, eta: 9:32:38, time: 0.136, data_time: 0.000, loss: 1.4074 2022-11-02 16:27:05,295 - mmcls - INFO - Epoch [51][800/5005] lr: 1.000e-02, eta: 9:32:24, time: 0.137, data_time: 0.000, loss: 1.4072 2022-11-02 16:27:18,929 - mmcls - INFO - Epoch [51][900/5005] lr: 1.000e-02, eta: 9:32:10, time: 0.136, data_time: 0.000, loss: 1.4239 2022-11-02 16:27:32,573 - mmcls - INFO - Epoch [51][1000/5005] lr: 1.000e-02, eta: 9:31:56, time: 0.136, data_time: 0.000, loss: 1.4145 2022-11-02 16:27:46,119 - mmcls - INFO - Epoch [51][1100/5005] lr: 1.000e-02, eta: 9:31:42, time: 0.135, data_time: 0.000, loss: 1.4084 2022-11-02 16:27:59,719 - mmcls - INFO - Epoch [51][1200/5005] lr: 1.000e-02, eta: 9:31:28, time: 0.136, data_time: 0.000, loss: 1.4319 2022-11-02 16:28:13,336 - mmcls - INFO - Epoch [51][1300/5005] lr: 1.000e-02, eta: 9:31:14, time: 0.136, data_time: 0.000, loss: 1.4398 2022-11-02 16:28:27,207 - mmcls - INFO - Epoch [51][1400/5005] lr: 1.000e-02, eta: 9:31:00, time: 0.139, data_time: 0.000, loss: 1.4020 2022-11-02 16:28:41,032 - mmcls - INFO - Epoch [51][1500/5005] lr: 1.000e-02, eta: 9:30:47, time: 0.138, data_time: 0.000, loss: 1.4261 2022-11-02 16:28:54,669 - mmcls - INFO - Epoch [51][1600/5005] lr: 1.000e-02, eta: 9:30:33, time: 0.136, data_time: 0.000, loss: 1.4171 2022-11-02 16:29:08,346 - mmcls - INFO - Epoch [51][1700/5005] lr: 1.000e-02, eta: 9:30:19, time: 0.137, data_time: 0.000, loss: 1.4300 2022-11-02 16:29:22,104 - mmcls - INFO - Epoch [51][1800/5005] lr: 1.000e-02, eta: 9:30:05, time: 0.138, data_time: 0.000, loss: 1.4527 2022-11-02 16:29:35,794 - mmcls - INFO - Epoch [51][1900/5005] lr: 1.000e-02, eta: 9:29:51, time: 0.137, data_time: 0.000, loss: 1.4318 2022-11-02 16:29:49,369 - mmcls - INFO - Epoch [51][2000/5005] lr: 1.000e-02, eta: 9:29:37, time: 0.136, data_time: 0.000, loss: 1.4216 2022-11-02 16:30:03,107 - mmcls - INFO - Epoch [51][2100/5005] lr: 1.000e-02, eta: 9:29:24, time: 0.137, data_time: 0.000, loss: 1.4192 2022-11-02 16:30:16,907 - mmcls - INFO - Epoch [51][2200/5005] lr: 1.000e-02, eta: 9:29:10, time: 0.138, data_time: 0.000, loss: 1.4346 2022-11-02 16:30:30,562 - mmcls - INFO - Epoch [51][2300/5005] lr: 1.000e-02, eta: 9:28:56, time: 0.137, data_time: 0.000, loss: 1.4363 2022-11-02 16:30:44,345 - mmcls - INFO - Epoch [51][2400/5005] lr: 1.000e-02, eta: 9:28:42, time: 0.138, data_time: 0.000, loss: 1.4295 2022-11-02 16:30:58,006 - mmcls - INFO - Epoch [51][2500/5005] lr: 1.000e-02, eta: 9:28:28, time: 0.137, data_time: 0.000, loss: 1.4387 2022-11-02 16:31:11,668 - mmcls - INFO - Epoch [51][2600/5005] lr: 1.000e-02, eta: 9:28:14, time: 0.137, data_time: 0.000, loss: 1.4529 2022-11-02 16:31:25,286 - mmcls - INFO - Epoch [51][2700/5005] lr: 1.000e-02, eta: 9:28:01, time: 0.136, data_time: 0.000, loss: 1.4247 2022-11-02 16:31:39,121 - mmcls - INFO - Epoch [51][2800/5005] lr: 1.000e-02, eta: 9:27:47, time: 0.138, data_time: 0.000, loss: 1.4275 2022-11-02 16:31:52,787 - mmcls - INFO - Epoch [51][2900/5005] lr: 1.000e-02, eta: 9:27:33, time: 0.137, data_time: 0.000, loss: 1.4407 2022-11-02 16:32:06,251 - mmcls - INFO - Epoch [51][3000/5005] lr: 1.000e-02, eta: 9:27:19, time: 0.135, data_time: 0.000, loss: 1.4071 2022-11-02 16:32:19,988 - mmcls - INFO - Epoch [51][3100/5005] lr: 1.000e-02, eta: 9:27:05, time: 0.137, data_time: 0.000, loss: 1.4308 2022-11-02 16:32:33,548 - mmcls - INFO - Epoch [51][3200/5005] lr: 1.000e-02, eta: 9:26:51, time: 0.136, data_time: 0.000, loss: 1.4505 2022-11-02 16:32:47,317 - mmcls - INFO - Epoch [51][3300/5005] lr: 1.000e-02, eta: 9:26:37, time: 0.138, data_time: 0.000, loss: 1.4286 2022-11-02 16:33:00,923 - mmcls - INFO - Epoch [51][3400/5005] lr: 1.000e-02, eta: 9:26:23, time: 0.136, data_time: 0.000, loss: 1.4307 2022-11-02 16:33:14,570 - mmcls - INFO - Epoch [51][3500/5005] lr: 1.000e-02, eta: 9:26:10, time: 0.136, data_time: 0.000, loss: 1.4495 2022-11-02 16:33:28,269 - mmcls - INFO - Epoch [51][3600/5005] lr: 1.000e-02, eta: 9:25:56, time: 0.137, data_time: 0.000, loss: 1.4442 2022-11-02 16:33:42,072 - mmcls - INFO - Epoch [51][3700/5005] lr: 1.000e-02, eta: 9:25:42, time: 0.138, data_time: 0.000, loss: 1.4547 2022-11-02 16:33:55,751 - mmcls - INFO - Epoch [51][3800/5005] lr: 1.000e-02, eta: 9:25:28, time: 0.137, data_time: 0.000, loss: 1.4342 2022-11-02 16:34:09,395 - mmcls - INFO - Epoch [51][3900/5005] lr: 1.000e-02, eta: 9:25:14, time: 0.136, data_time: 0.000, loss: 1.4516 2022-11-02 16:34:23,068 - mmcls - INFO - Epoch [51][4000/5005] lr: 1.000e-02, eta: 9:25:00, time: 0.137, data_time: 0.000, loss: 1.4258 2022-11-02 16:34:36,708 - mmcls - INFO - Epoch [51][4100/5005] lr: 1.000e-02, eta: 9:24:47, time: 0.136, data_time: 0.000, loss: 1.4528 2022-11-02 16:34:50,231 - mmcls - INFO - Epoch [51][4200/5005] lr: 1.000e-02, eta: 9:24:33, time: 0.135, data_time: 0.000, loss: 1.4399 2022-11-02 16:35:03,974 - mmcls - INFO - Epoch [51][4300/5005] lr: 1.000e-02, eta: 9:24:19, time: 0.137, data_time: 0.000, loss: 1.4500 2022-11-02 16:35:17,506 - mmcls - INFO - Epoch [51][4400/5005] lr: 1.000e-02, eta: 9:24:05, time: 0.135, data_time: 0.000, loss: 1.4489 2022-11-02 16:35:31,145 - mmcls - INFO - Epoch [51][4500/5005] lr: 1.000e-02, eta: 9:23:51, time: 0.136, data_time: 0.000, loss: 1.4325 2022-11-02 16:35:44,762 - mmcls - INFO - Epoch [51][4600/5005] lr: 1.000e-02, eta: 9:23:37, time: 0.136, data_time: 0.000, loss: 1.4620 2022-11-02 16:35:58,411 - mmcls - INFO - Epoch [51][4700/5005] lr: 1.000e-02, eta: 9:23:23, time: 0.136, data_time: 0.000, loss: 1.4654 2022-11-02 16:36:12,078 - mmcls - INFO - Epoch [51][4800/5005] lr: 1.000e-02, eta: 9:23:09, time: 0.137, data_time: 0.000, loss: 1.4317 2022-11-02 16:36:25,830 - mmcls - INFO - Epoch [51][4900/5005] lr: 1.000e-02, eta: 9:22:55, time: 0.138, data_time: 0.000, loss: 1.4222 2022-11-02 16:36:39,503 - mmcls - INFO - Epoch [51][5000/5005] lr: 1.000e-02, eta: 9:22:42, time: 0.137, data_time: 0.000, loss: 1.4168 2022-11-02 16:36:40,146 - mmcls - INFO - Saving checkpoint at 51 epochs 2022-11-02 16:37:03,393 - mmcls - INFO - Epoch(val) [51][196] accuracy_top-1: 69.7680, accuracy_top-5: 89.6160 2022-11-02 16:37:19,133 - mmcls - INFO - Epoch [52][100/5005] lr: 1.000e-02, eta: 9:22:28, time: 0.157, data_time: 0.024, loss: 1.4224 2022-11-02 16:37:32,619 - mmcls - INFO - Epoch [52][200/5005] lr: 1.000e-02, eta: 9:22:14, time: 0.135, data_time: 0.000, loss: 1.4018 2022-11-02 16:37:46,214 - mmcls - INFO - Epoch [52][300/5005] lr: 1.000e-02, eta: 9:22:00, time: 0.136, data_time: 0.000, loss: 1.3949 2022-11-02 16:37:59,638 - mmcls - INFO - Epoch [52][400/5005] lr: 1.000e-02, eta: 9:21:46, time: 0.134, data_time: 0.000, loss: 1.4337 2022-11-02 16:38:13,334 - mmcls - INFO - Epoch [52][500/5005] lr: 1.000e-02, eta: 9:21:32, time: 0.137, data_time: 0.000, loss: 1.3871 2022-11-02 16:38:26,880 - mmcls - INFO - Epoch [52][600/5005] lr: 1.000e-02, eta: 9:21:18, time: 0.135, data_time: 0.000, loss: 1.4085 2022-11-02 16:38:40,531 - mmcls - INFO - Epoch [52][700/5005] lr: 1.000e-02, eta: 9:21:05, time: 0.137, data_time: 0.000, loss: 1.4135 2022-11-02 16:38:54,222 - mmcls - INFO - Epoch [52][800/5005] lr: 1.000e-02, eta: 9:20:51, time: 0.137, data_time: 0.000, loss: 1.3993 2022-11-02 16:39:07,784 - mmcls - INFO - Epoch [52][900/5005] lr: 1.000e-02, eta: 9:20:37, time: 0.136, data_time: 0.000, loss: 1.4188 2022-11-02 16:39:21,470 - mmcls - INFO - Epoch [52][1000/5005] lr: 1.000e-02, eta: 9:20:23, time: 0.137, data_time: 0.000, loss: 1.4295 2022-11-02 16:39:35,383 - mmcls - INFO - Epoch [52][1100/5005] lr: 1.000e-02, eta: 9:20:09, time: 0.139, data_time: 0.000, loss: 1.3883 2022-11-02 16:39:49,033 - mmcls - INFO - Epoch [52][1200/5005] lr: 1.000e-02, eta: 9:19:55, time: 0.136, data_time: 0.000, loss: 1.4110 2022-11-02 16:40:02,828 - mmcls - INFO - Epoch [52][1300/5005] lr: 1.000e-02, eta: 9:19:42, time: 0.138, data_time: 0.000, loss: 1.4220 2022-11-02 16:40:16,532 - mmcls - INFO - Epoch [52][1400/5005] lr: 1.000e-02, eta: 9:19:28, time: 0.137, data_time: 0.000, loss: 1.4215 2022-11-02 16:40:30,330 - mmcls - INFO - Epoch [52][1500/5005] lr: 1.000e-02, eta: 9:19:14, time: 0.138, data_time: 0.000, loss: 1.4019 2022-11-02 16:40:44,136 - mmcls - INFO - Epoch [52][1600/5005] lr: 1.000e-02, eta: 9:19:00, time: 0.138, data_time: 0.000, loss: 1.3993 2022-11-02 16:40:57,886 - mmcls - INFO - Epoch [52][1700/5005] lr: 1.000e-02, eta: 9:18:47, time: 0.137, data_time: 0.000, loss: 1.4474 2022-11-02 16:41:11,615 - mmcls - INFO - Epoch [52][1800/5005] lr: 1.000e-02, eta: 9:18:33, time: 0.137, data_time: 0.000, loss: 1.4146 2022-11-02 16:41:25,336 - mmcls - INFO - Epoch [52][1900/5005] lr: 1.000e-02, eta: 9:18:19, time: 0.137, data_time: 0.000, loss: 1.4244 2022-11-02 16:41:38,924 - mmcls - INFO - Epoch [52][2000/5005] lr: 1.000e-02, eta: 9:18:05, time: 0.136, data_time: 0.000, loss: 1.4159 2022-11-02 16:41:52,610 - mmcls - INFO - Epoch [52][2100/5005] lr: 1.000e-02, eta: 9:17:51, time: 0.137, data_time: 0.000, loss: 1.3945 2022-11-02 16:42:06,211 - mmcls - INFO - Epoch [52][2200/5005] lr: 1.000e-02, eta: 9:17:37, time: 0.136, data_time: 0.000, loss: 1.4419 2022-11-02 16:42:19,996 - mmcls - INFO - Epoch [52][2300/5005] lr: 1.000e-02, eta: 9:17:24, time: 0.138, data_time: 0.000, loss: 1.4143 2022-11-02 16:42:33,876 - mmcls - INFO - Epoch [52][2400/5005] lr: 1.000e-02, eta: 9:17:10, time: 0.139, data_time: 0.000, loss: 1.4403 2022-11-02 16:42:47,556 - mmcls - INFO - Epoch [52][2500/5005] lr: 1.000e-02, eta: 9:16:56, time: 0.137, data_time: 0.000, loss: 1.4204 2022-11-02 16:43:01,212 - mmcls - INFO - Epoch [52][2600/5005] lr: 1.000e-02, eta: 9:16:42, time: 0.137, data_time: 0.000, loss: 1.4286 2022-11-02 16:43:14,849 - mmcls - INFO - Epoch [52][2700/5005] lr: 1.000e-02, eta: 9:16:28, time: 0.136, data_time: 0.000, loss: 1.4413 2022-11-02 16:43:28,640 - mmcls - INFO - Epoch [52][2800/5005] lr: 1.000e-02, eta: 9:16:15, time: 0.138, data_time: 0.000, loss: 1.4204 2022-11-02 16:43:42,296 - mmcls - INFO - Epoch [52][2900/5005] lr: 1.000e-02, eta: 9:16:01, time: 0.137, data_time: 0.000, loss: 1.4530 2022-11-02 16:43:55,971 - mmcls - INFO - Epoch [52][3000/5005] lr: 1.000e-02, eta: 9:15:47, time: 0.137, data_time: 0.000, loss: 1.4308 2022-11-02 16:44:09,601 - mmcls - INFO - Epoch [52][3100/5005] lr: 1.000e-02, eta: 9:15:33, time: 0.136, data_time: 0.000, loss: 1.4311 2022-11-02 16:44:23,264 - mmcls - INFO - Epoch [52][3200/5005] lr: 1.000e-02, eta: 9:15:19, time: 0.137, data_time: 0.000, loss: 1.4319 2022-11-02 16:44:37,097 - mmcls - INFO - Epoch [52][3300/5005] lr: 1.000e-02, eta: 9:15:05, time: 0.138, data_time: 0.000, loss: 1.4583 2022-11-02 16:44:50,734 - mmcls - INFO - Epoch [52][3400/5005] lr: 1.000e-02, eta: 9:14:51, time: 0.136, data_time: 0.000, loss: 1.4090 2022-11-02 16:45:04,428 - mmcls - INFO - Epoch [52][3500/5005] lr: 1.000e-02, eta: 9:14:38, time: 0.137, data_time: 0.000, loss: 1.4196 2022-11-02 16:45:18,037 - mmcls - INFO - Epoch [52][3600/5005] lr: 1.000e-02, eta: 9:14:24, time: 0.136, data_time: 0.000, loss: 1.4259 2022-11-02 16:45:31,736 - mmcls - INFO - Epoch [52][3700/5005] lr: 1.000e-02, eta: 9:14:10, time: 0.137, data_time: 0.000, loss: 1.4216 2022-11-02 16:45:45,329 - mmcls - INFO - Epoch [52][3800/5005] lr: 1.000e-02, eta: 9:13:56, time: 0.136, data_time: 0.000, loss: 1.4219 2022-11-02 16:45:59,026 - mmcls - INFO - Epoch [52][3900/5005] lr: 1.000e-02, eta: 9:13:42, time: 0.137, data_time: 0.000, loss: 1.4573 2022-11-02 16:46:12,686 - mmcls - INFO - Epoch [52][4000/5005] lr: 1.000e-02, eta: 9:13:28, time: 0.137, data_time: 0.000, loss: 1.4374 2022-11-02 16:46:26,254 - mmcls - INFO - Epoch [52][4100/5005] lr: 1.000e-02, eta: 9:13:14, time: 0.136, data_time: 0.000, loss: 1.4523 2022-11-02 16:46:40,004 - mmcls - INFO - Epoch [52][4200/5005] lr: 1.000e-02, eta: 9:13:01, time: 0.137, data_time: 0.000, loss: 1.4464 2022-11-02 16:46:53,723 - mmcls - INFO - Epoch [52][4300/5005] lr: 1.000e-02, eta: 9:12:47, time: 0.137, data_time: 0.000, loss: 1.4424 2022-11-02 16:47:07,529 - mmcls - INFO - Epoch [52][4400/5005] lr: 1.000e-02, eta: 9:12:33, time: 0.138, data_time: 0.001, loss: 1.4463 2022-11-02 16:47:21,313 - mmcls - INFO - Epoch [52][4500/5005] lr: 1.000e-02, eta: 9:12:19, time: 0.138, data_time: 0.000, loss: 1.4413 2022-11-02 16:47:35,062 - mmcls - INFO - Epoch [52][4600/5005] lr: 1.000e-02, eta: 9:12:05, time: 0.137, data_time: 0.000, loss: 1.4451 2022-11-02 16:47:48,728 - mmcls - INFO - Epoch [52][4700/5005] lr: 1.000e-02, eta: 9:11:52, time: 0.137, data_time: 0.000, loss: 1.4521 2022-11-02 16:48:02,413 - mmcls - INFO - Epoch [52][4800/5005] lr: 1.000e-02, eta: 9:11:38, time: 0.137, data_time: 0.000, loss: 1.4455 2022-11-02 16:48:15,987 - mmcls - INFO - Epoch [52][4900/5005] lr: 1.000e-02, eta: 9:11:24, time: 0.136, data_time: 0.000, loss: 1.4467 2022-11-02 16:48:29,688 - mmcls - INFO - Epoch [52][5000/5005] lr: 1.000e-02, eta: 9:11:10, time: 0.137, data_time: 0.000, loss: 1.4456 2022-11-02 16:48:30,386 - mmcls - INFO - Saving checkpoint at 52 epochs 2022-11-02 16:48:53,625 - mmcls - INFO - Epoch(val) [52][196] accuracy_top-1: 70.1180, accuracy_top-5: 89.8940 2022-11-02 16:49:09,483 - mmcls - INFO - Epoch [53][100/5005] lr: 1.000e-02, eta: 9:10:57, time: 0.159, data_time: 0.024, loss: 1.4156 2022-11-02 16:49:22,884 - mmcls - INFO - Epoch [53][200/5005] lr: 1.000e-02, eta: 9:10:43, time: 0.134, data_time: 0.000, loss: 1.3921 2022-11-02 16:49:36,380 - mmcls - INFO - Epoch [53][300/5005] lr: 1.000e-02, eta: 9:10:29, time: 0.135, data_time: 0.000, loss: 1.3896 2022-11-02 16:49:49,948 - mmcls - INFO - Epoch [53][400/5005] lr: 1.000e-02, eta: 9:10:15, time: 0.136, data_time: 0.000, loss: 1.4038 2022-11-02 16:50:03,486 - mmcls - INFO - Epoch [53][500/5005] lr: 1.000e-02, eta: 9:10:01, time: 0.135, data_time: 0.000, loss: 1.3958 2022-11-02 16:50:17,190 - mmcls - INFO - Epoch [53][600/5005] lr: 1.000e-02, eta: 9:09:47, time: 0.137, data_time: 0.000, loss: 1.4017 2022-11-02 16:50:30,983 - mmcls - INFO - Epoch [53][700/5005] lr: 1.000e-02, eta: 9:09:33, time: 0.138, data_time: 0.001, loss: 1.4289 2022-11-02 16:50:44,577 - mmcls - INFO - Epoch [53][800/5005] lr: 1.000e-02, eta: 9:09:19, time: 0.136, data_time: 0.000, loss: 1.4220 2022-11-02 16:50:58,372 - mmcls - INFO - Epoch [53][900/5005] lr: 1.000e-02, eta: 9:09:06, time: 0.138, data_time: 0.000, loss: 1.4059 2022-11-02 16:51:12,140 - mmcls - INFO - Epoch [53][1000/5005] lr: 1.000e-02, eta: 9:08:52, time: 0.138, data_time: 0.000, loss: 1.4041 2022-11-02 16:51:25,793 - mmcls - INFO - Epoch [53][1100/5005] lr: 1.000e-02, eta: 9:08:38, time: 0.137, data_time: 0.000, loss: 1.4082 2022-11-02 16:51:39,558 - mmcls - INFO - Epoch [53][1200/5005] lr: 1.000e-02, eta: 9:08:24, time: 0.138, data_time: 0.000, loss: 1.4025 2022-11-02 16:51:53,375 - mmcls - INFO - Epoch [53][1300/5005] lr: 1.000e-02, eta: 9:08:10, time: 0.138, data_time: 0.000, loss: 1.4327 2022-11-02 16:52:07,130 - mmcls - INFO - Epoch [53][1400/5005] lr: 1.000e-02, eta: 9:07:57, time: 0.138, data_time: 0.000, loss: 1.4080 2022-11-02 16:52:20,901 - mmcls - INFO - Epoch [53][1500/5005] lr: 1.000e-02, eta: 9:07:43, time: 0.138, data_time: 0.000, loss: 1.4217 2022-11-02 16:52:34,661 - mmcls - INFO - Epoch [53][1600/5005] lr: 1.000e-02, eta: 9:07:29, time: 0.138, data_time: 0.000, loss: 1.4415 2022-11-02 16:52:48,437 - mmcls - INFO - Epoch [53][1700/5005] lr: 1.000e-02, eta: 9:07:15, time: 0.138, data_time: 0.000, loss: 1.4276 2022-11-02 16:53:02,149 - mmcls - INFO - Epoch [53][1800/5005] lr: 1.000e-02, eta: 9:07:02, time: 0.137, data_time: 0.000, loss: 1.4295 2022-11-02 16:53:15,865 - mmcls - INFO - Epoch [53][1900/5005] lr: 1.000e-02, eta: 9:06:48, time: 0.137, data_time: 0.000, loss: 1.4280 2022-11-02 16:53:29,543 - mmcls - INFO - Epoch [53][2000/5005] lr: 1.000e-02, eta: 9:06:34, time: 0.137, data_time: 0.000, loss: 1.4049 2022-11-02 16:53:43,203 - mmcls - INFO - Epoch [53][2100/5005] lr: 1.000e-02, eta: 9:06:20, time: 0.137, data_time: 0.000, loss: 1.4197 2022-11-02 16:53:56,885 - mmcls - INFO - Epoch [53][2200/5005] lr: 1.000e-02, eta: 9:06:06, time: 0.137, data_time: 0.000, loss: 1.4081 2022-11-02 16:54:10,623 - mmcls - INFO - Epoch [53][2300/5005] lr: 1.000e-02, eta: 9:05:52, time: 0.137, data_time: 0.000, loss: 1.4076 2022-11-02 16:54:24,315 - mmcls - INFO - Epoch [53][2400/5005] lr: 1.000e-02, eta: 9:05:39, time: 0.137, data_time: 0.000, loss: 1.4172 2022-11-02 16:54:38,107 - mmcls - INFO - Epoch [53][2500/5005] lr: 1.000e-02, eta: 9:05:25, time: 0.138, data_time: 0.000, loss: 1.4299 2022-11-02 16:54:51,908 - mmcls - INFO - Epoch [53][2600/5005] lr: 1.000e-02, eta: 9:05:11, time: 0.138, data_time: 0.000, loss: 1.4204 2022-11-02 16:55:05,497 - mmcls - INFO - Epoch [53][2700/5005] lr: 1.000e-02, eta: 9:04:57, time: 0.136, data_time: 0.000, loss: 1.4192 2022-11-02 16:55:19,165 - mmcls - INFO - Epoch [53][2800/5005] lr: 1.000e-02, eta: 9:04:43, time: 0.137, data_time: 0.000, loss: 1.4245 2022-11-02 16:55:33,012 - mmcls - INFO - Epoch [53][2900/5005] lr: 1.000e-02, eta: 9:04:30, time: 0.138, data_time: 0.000, loss: 1.4337 2022-11-02 16:55:46,766 - mmcls - INFO - Epoch [53][3000/5005] lr: 1.000e-02, eta: 9:04:16, time: 0.138, data_time: 0.000, loss: 1.4244 2022-11-02 16:56:00,458 - mmcls - INFO - Epoch [53][3100/5005] lr: 1.000e-02, eta: 9:04:02, time: 0.137, data_time: 0.000, loss: 1.4236 2022-11-02 16:56:14,199 - mmcls - INFO - Epoch [53][3200/5005] lr: 1.000e-02, eta: 9:03:48, time: 0.137, data_time: 0.000, loss: 1.4290 2022-11-02 16:56:27,969 - mmcls - INFO - Epoch [53][3300/5005] lr: 1.000e-02, eta: 9:03:34, time: 0.138, data_time: 0.000, loss: 1.4245 2022-11-02 16:56:41,657 - mmcls - INFO - Epoch [53][3400/5005] lr: 1.000e-02, eta: 9:03:21, time: 0.137, data_time: 0.000, loss: 1.4585 2022-11-02 16:56:55,459 - mmcls - INFO - Epoch [53][3500/5005] lr: 1.000e-02, eta: 9:03:07, time: 0.138, data_time: 0.000, loss: 1.4197 2022-11-02 16:57:09,170 - mmcls - INFO - Epoch [53][3600/5005] lr: 1.000e-02, eta: 9:02:53, time: 0.137, data_time: 0.000, loss: 1.4141 2022-11-02 16:57:22,884 - mmcls - INFO - Epoch [53][3700/5005] lr: 1.000e-02, eta: 9:02:39, time: 0.137, data_time: 0.000, loss: 1.4486 2022-11-02 16:57:36,528 - mmcls - INFO - Epoch [53][3800/5005] lr: 1.000e-02, eta: 9:02:25, time: 0.136, data_time: 0.000, loss: 1.4275 2022-11-02 16:57:50,130 - mmcls - INFO - Epoch [53][3900/5005] lr: 1.000e-02, eta: 9:02:11, time: 0.136, data_time: 0.000, loss: 1.4498 2022-11-02 16:58:04,003 - mmcls - INFO - Epoch [53][4000/5005] lr: 1.000e-02, eta: 9:01:58, time: 0.139, data_time: 0.000, loss: 1.4312 2022-11-02 16:58:17,608 - mmcls - INFO - Epoch [53][4100/5005] lr: 1.000e-02, eta: 9:01:44, time: 0.136, data_time: 0.000, loss: 1.4116 2022-11-02 16:58:31,274 - mmcls - INFO - Epoch [53][4200/5005] lr: 1.000e-02, eta: 9:01:30, time: 0.137, data_time: 0.000, loss: 1.4436 2022-11-02 16:58:44,896 - mmcls - INFO - Epoch [53][4300/5005] lr: 1.000e-02, eta: 9:01:16, time: 0.136, data_time: 0.000, loss: 1.4321 2022-11-02 16:58:58,547 - mmcls - INFO - Epoch [53][4400/5005] lr: 1.000e-02, eta: 9:01:02, time: 0.136, data_time: 0.000, loss: 1.4234 2022-11-02 16:59:12,285 - mmcls - INFO - Epoch [53][4500/5005] lr: 1.000e-02, eta: 9:00:48, time: 0.137, data_time: 0.000, loss: 1.4316 2022-11-02 16:59:26,086 - mmcls - INFO - Epoch [53][4600/5005] lr: 1.000e-02, eta: 9:00:35, time: 0.138, data_time: 0.000, loss: 1.4310 2022-11-02 16:59:39,823 - mmcls - INFO - Epoch [53][4700/5005] lr: 1.000e-02, eta: 9:00:21, time: 0.137, data_time: 0.000, loss: 1.4577 2022-11-02 16:59:53,497 - mmcls - INFO - Epoch [53][4800/5005] lr: 1.000e-02, eta: 9:00:07, time: 0.137, data_time: 0.000, loss: 1.4308 2022-11-02 17:00:07,039 - mmcls - INFO - Epoch [53][4900/5005] lr: 1.000e-02, eta: 8:59:53, time: 0.135, data_time: 0.000, loss: 1.4574 2022-11-02 17:00:20,561 - mmcls - INFO - Epoch [53][5000/5005] lr: 1.000e-02, eta: 8:59:39, time: 0.135, data_time: 0.000, loss: 1.4485 2022-11-02 17:00:21,248 - mmcls - INFO - Saving checkpoint at 53 epochs 2022-11-02 17:00:44,386 - mmcls - INFO - Epoch(val) [53][196] accuracy_top-1: 70.2180, accuracy_top-5: 90.0320 2022-11-02 17:01:00,015 - mmcls - INFO - Epoch [54][100/5005] lr: 1.000e-02, eta: 8:59:26, time: 0.156, data_time: 0.024, loss: 1.3852 2022-11-02 17:01:13,494 - mmcls - INFO - Epoch [54][200/5005] lr: 1.000e-02, eta: 8:59:12, time: 0.135, data_time: 0.000, loss: 1.4034 2022-11-02 17:01:27,148 - mmcls - INFO - Epoch [54][300/5005] lr: 1.000e-02, eta: 8:58:58, time: 0.137, data_time: 0.000, loss: 1.3666 2022-11-02 17:01:40,595 - mmcls - INFO - Epoch [54][400/5005] lr: 1.000e-02, eta: 8:58:44, time: 0.134, data_time: 0.000, loss: 1.3712 2022-11-02 17:01:54,041 - mmcls - INFO - Epoch [54][500/5005] lr: 1.000e-02, eta: 8:58:30, time: 0.134, data_time: 0.000, loss: 1.4019 2022-11-02 17:02:07,854 - mmcls - INFO - Epoch [54][600/5005] lr: 1.000e-02, eta: 8:58:16, time: 0.138, data_time: 0.000, loss: 1.3916 2022-11-02 17:02:21,605 - mmcls - INFO - Epoch [54][700/5005] lr: 1.000e-02, eta: 8:58:02, time: 0.137, data_time: 0.000, loss: 1.3874 2022-11-02 17:02:35,347 - mmcls - INFO - Epoch [54][800/5005] lr: 1.000e-02, eta: 8:57:48, time: 0.137, data_time: 0.000, loss: 1.4159 2022-11-02 17:02:49,071 - mmcls - INFO - Epoch [54][900/5005] lr: 1.000e-02, eta: 8:57:35, time: 0.137, data_time: 0.000, loss: 1.3923 2022-11-02 17:03:02,826 - mmcls - INFO - Epoch [54][1000/5005] lr: 1.000e-02, eta: 8:57:21, time: 0.138, data_time: 0.000, loss: 1.3913 2022-11-02 17:03:16,590 - mmcls - INFO - Epoch [54][1100/5005] lr: 1.000e-02, eta: 8:57:07, time: 0.138, data_time: 0.000, loss: 1.3981 2022-11-02 17:03:30,203 - mmcls - INFO - Epoch [54][1200/5005] lr: 1.000e-02, eta: 8:56:53, time: 0.136, data_time: 0.000, loss: 1.4161 2022-11-02 17:03:44,003 - mmcls - INFO - Epoch [54][1300/5005] lr: 1.000e-02, eta: 8:56:40, time: 0.138, data_time: 0.000, loss: 1.4267 2022-11-02 17:03:57,757 - mmcls - INFO - Epoch [54][1400/5005] lr: 1.000e-02, eta: 8:56:26, time: 0.138, data_time: 0.000, loss: 1.4062 2022-11-02 17:04:11,419 - mmcls - INFO - Epoch [54][1500/5005] lr: 1.000e-02, eta: 8:56:12, time: 0.137, data_time: 0.000, loss: 1.4027 2022-11-02 17:04:25,392 - mmcls - INFO - Epoch [54][1600/5005] lr: 1.000e-02, eta: 8:55:58, time: 0.140, data_time: 0.000, loss: 1.4159 2022-11-02 17:04:39,103 - mmcls - INFO - Epoch [54][1700/5005] lr: 1.000e-02, eta: 8:55:44, time: 0.137, data_time: 0.000, loss: 1.4104 2022-11-02 17:04:52,804 - mmcls - INFO - Epoch [54][1800/5005] lr: 1.000e-02, eta: 8:55:31, time: 0.137, data_time: 0.000, loss: 1.4255 2022-11-02 17:05:06,443 - mmcls - INFO - Epoch [54][1900/5005] lr: 1.000e-02, eta: 8:55:17, time: 0.136, data_time: 0.000, loss: 1.4147 2022-11-02 17:05:20,147 - mmcls - INFO - Epoch [54][2000/5005] lr: 1.000e-02, eta: 8:55:03, time: 0.137, data_time: 0.000, loss: 1.4394 2022-11-02 17:05:33,813 - mmcls - INFO - Epoch [54][2100/5005] lr: 1.000e-02, eta: 8:54:49, time: 0.137, data_time: 0.000, loss: 1.4395 2022-11-02 17:05:47,416 - mmcls - INFO - Epoch [54][2200/5005] lr: 1.000e-02, eta: 8:54:35, time: 0.136, data_time: 0.000, loss: 1.4301 2022-11-02 17:06:01,243 - mmcls - INFO - Epoch [54][2300/5005] lr: 1.000e-02, eta: 8:54:22, time: 0.138, data_time: 0.000, loss: 1.4305 2022-11-02 17:06:14,869 - mmcls - INFO - Epoch [54][2400/5005] lr: 1.000e-02, eta: 8:54:08, time: 0.136, data_time: 0.000, loss: 1.4334 2022-11-02 17:06:28,646 - mmcls - INFO - Epoch [54][2500/5005] lr: 1.000e-02, eta: 8:53:54, time: 0.138, data_time: 0.000, loss: 1.4267 2022-11-02 17:06:42,416 - mmcls - INFO - Epoch [54][2600/5005] lr: 1.000e-02, eta: 8:53:40, time: 0.138, data_time: 0.000, loss: 1.4297 2022-11-02 17:06:56,288 - mmcls - INFO - Epoch [54][2700/5005] lr: 1.000e-02, eta: 8:53:26, time: 0.139, data_time: 0.000, loss: 1.4165 2022-11-02 17:07:09,959 - mmcls - INFO - Epoch [54][2800/5005] lr: 1.000e-02, eta: 8:53:13, time: 0.137, data_time: 0.000, loss: 1.4396 2022-11-02 17:07:23,815 - mmcls - INFO - Epoch [54][2900/5005] lr: 1.000e-02, eta: 8:52:59, time: 0.139, data_time: 0.000, loss: 1.4404 2022-11-02 17:07:37,662 - mmcls - INFO - Epoch [54][3000/5005] lr: 1.000e-02, eta: 8:52:45, time: 0.138, data_time: 0.000, loss: 1.4504 2022-11-02 17:07:51,316 - mmcls - INFO - Epoch [54][3100/5005] lr: 1.000e-02, eta: 8:52:31, time: 0.137, data_time: 0.000, loss: 1.4349 2022-11-02 17:08:05,008 - mmcls - INFO - Epoch [54][3200/5005] lr: 1.000e-02, eta: 8:52:18, time: 0.137, data_time: 0.000, loss: 1.4140 2022-11-02 17:08:18,710 - mmcls - INFO - Epoch [54][3300/5005] lr: 1.000e-02, eta: 8:52:04, time: 0.137, data_time: 0.000, loss: 1.4409 2022-11-02 17:08:32,418 - mmcls - INFO - Epoch [54][3400/5005] lr: 1.000e-02, eta: 8:51:50, time: 0.137, data_time: 0.000, loss: 1.4208 2022-11-02 17:08:45,931 - mmcls - INFO - Epoch [54][3500/5005] lr: 1.000e-02, eta: 8:51:36, time: 0.135, data_time: 0.000, loss: 1.4626 2022-11-02 17:08:59,525 - mmcls - INFO - Epoch [54][3600/5005] lr: 1.000e-02, eta: 8:51:22, time: 0.136, data_time: 0.000, loss: 1.4458 2022-11-02 17:09:13,454 - mmcls - INFO - Epoch [54][3700/5005] lr: 1.000e-02, eta: 8:51:08, time: 0.139, data_time: 0.000, loss: 1.4280 2022-11-02 17:09:27,118 - mmcls - INFO - Epoch [54][3800/5005] lr: 1.000e-02, eta: 8:50:55, time: 0.137, data_time: 0.000, loss: 1.4320 2022-11-02 17:09:40,654 - mmcls - INFO - Epoch [54][3900/5005] lr: 1.000e-02, eta: 8:50:41, time: 0.135, data_time: 0.000, loss: 1.4208 2022-11-02 17:09:54,284 - mmcls - INFO - Epoch [54][4000/5005] lr: 1.000e-02, eta: 8:50:27, time: 0.136, data_time: 0.000, loss: 1.4538 2022-11-02 17:10:07,992 - mmcls - INFO - Epoch [54][4100/5005] lr: 1.000e-02, eta: 8:50:13, time: 0.137, data_time: 0.000, loss: 1.4358 2022-11-02 17:10:21,601 - mmcls - INFO - Epoch [54][4200/5005] lr: 1.000e-02, eta: 8:49:59, time: 0.136, data_time: 0.000, loss: 1.4746 2022-11-02 17:10:35,214 - mmcls - INFO - Epoch [54][4300/5005] lr: 1.000e-02, eta: 8:49:45, time: 0.136, data_time: 0.000, loss: 1.4508 2022-11-02 17:10:48,945 - mmcls - INFO - Epoch [54][4400/5005] lr: 1.000e-02, eta: 8:49:31, time: 0.137, data_time: 0.000, loss: 1.4593 2022-11-02 17:11:02,618 - mmcls - INFO - Epoch [54][4500/5005] lr: 1.000e-02, eta: 8:49:17, time: 0.137, data_time: 0.000, loss: 1.4385 2022-11-02 17:11:16,383 - mmcls - INFO - Epoch [54][4600/5005] lr: 1.000e-02, eta: 8:49:04, time: 0.138, data_time: 0.000, loss: 1.4616 2022-11-02 17:11:30,043 - mmcls - INFO - Epoch [54][4700/5005] lr: 1.000e-02, eta: 8:48:50, time: 0.137, data_time: 0.000, loss: 1.4523 2022-11-02 17:11:43,696 - mmcls - INFO - Epoch [54][4800/5005] lr: 1.000e-02, eta: 8:48:36, time: 0.137, data_time: 0.000, loss: 1.4283 2022-11-02 17:11:57,192 - mmcls - INFO - Epoch [54][4900/5005] lr: 1.000e-02, eta: 8:48:22, time: 0.135, data_time: 0.000, loss: 1.4471 2022-11-02 17:12:10,930 - mmcls - INFO - Epoch [54][5000/5005] lr: 1.000e-02, eta: 8:48:08, time: 0.137, data_time: 0.000, loss: 1.4313 2022-11-02 17:12:11,591 - mmcls - INFO - Saving checkpoint at 54 epochs 2022-11-02 17:12:34,695 - mmcls - INFO - Epoch(val) [54][196] accuracy_top-1: 70.0440, accuracy_top-5: 89.8000 2022-11-02 17:12:50,329 - mmcls - INFO - Epoch [55][100/5005] lr: 1.000e-02, eta: 8:47:55, time: 0.156, data_time: 0.024, loss: 1.3999 2022-11-02 17:13:03,701 - mmcls - INFO - Epoch [55][200/5005] lr: 1.000e-02, eta: 8:47:41, time: 0.134, data_time: 0.000, loss: 1.4033 2022-11-02 17:13:17,358 - mmcls - INFO - Epoch [55][300/5005] lr: 1.000e-02, eta: 8:47:27, time: 0.137, data_time: 0.000, loss: 1.4069 2022-11-02 17:13:30,969 - mmcls - INFO - Epoch [55][400/5005] lr: 1.000e-02, eta: 8:47:13, time: 0.136, data_time: 0.000, loss: 1.4082 2022-11-02 17:13:44,502 - mmcls - INFO - Epoch [55][500/5005] lr: 1.000e-02, eta: 8:46:59, time: 0.135, data_time: 0.000, loss: 1.3614 2022-11-02 17:13:58,190 - mmcls - INFO - Epoch [55][600/5005] lr: 1.000e-02, eta: 8:46:45, time: 0.137, data_time: 0.000, loss: 1.4122 2022-11-02 17:14:11,984 - mmcls - INFO - Epoch [55][700/5005] lr: 1.000e-02, eta: 8:46:31, time: 0.138, data_time: 0.000, loss: 1.4175 2022-11-02 17:14:25,679 - mmcls - INFO - Epoch [55][800/5005] lr: 1.000e-02, eta: 8:46:18, time: 0.137, data_time: 0.000, loss: 1.4225 2022-11-02 17:14:39,382 - mmcls - INFO - Epoch [55][900/5005] lr: 1.000e-02, eta: 8:46:04, time: 0.137, data_time: 0.000, loss: 1.4127 2022-11-02 17:14:53,215 - mmcls - INFO - Epoch [55][1000/5005] lr: 1.000e-02, eta: 8:45:50, time: 0.138, data_time: 0.000, loss: 1.4096 2022-11-02 17:15:06,951 - mmcls - INFO - Epoch [55][1100/5005] lr: 1.000e-02, eta: 8:45:36, time: 0.137, data_time: 0.000, loss: 1.4207 2022-11-02 17:15:20,635 - mmcls - INFO - Epoch [55][1200/5005] lr: 1.000e-02, eta: 8:45:22, time: 0.137, data_time: 0.000, loss: 1.3875 2022-11-02 17:15:34,413 - mmcls - INFO - Epoch [55][1300/5005] lr: 1.000e-02, eta: 8:45:09, time: 0.138, data_time: 0.000, loss: 1.4281 2022-11-02 17:15:48,211 - mmcls - INFO - Epoch [55][1400/5005] lr: 1.000e-02, eta: 8:44:55, time: 0.138, data_time: 0.001, loss: 1.4082 2022-11-02 17:16:01,924 - mmcls - INFO - Epoch [55][1500/5005] lr: 1.000e-02, eta: 8:44:41, time: 0.137, data_time: 0.000, loss: 1.4003 2022-11-02 17:16:15,656 - mmcls - INFO - Epoch [55][1600/5005] lr: 1.000e-02, eta: 8:44:27, time: 0.137, data_time: 0.000, loss: 1.4085 2022-11-02 17:16:29,466 - mmcls - INFO - Epoch [55][1700/5005] lr: 1.000e-02, eta: 8:44:14, time: 0.138, data_time: 0.000, loss: 1.4101 2022-11-02 17:16:43,268 - mmcls - INFO - Epoch [55][1800/5005] lr: 1.000e-02, eta: 8:44:00, time: 0.138, data_time: 0.000, loss: 1.4271 2022-11-02 17:16:57,148 - mmcls - INFO - Epoch [55][1900/5005] lr: 1.000e-02, eta: 8:43:46, time: 0.139, data_time: 0.000, loss: 1.4131 2022-11-02 17:17:10,986 - mmcls - INFO - Epoch [55][2000/5005] lr: 1.000e-02, eta: 8:43:32, time: 0.138, data_time: 0.000, loss: 1.4351 2022-11-02 17:17:24,621 - mmcls - INFO - Epoch [55][2100/5005] lr: 1.000e-02, eta: 8:43:19, time: 0.136, data_time: 0.000, loss: 1.4165 2022-11-02 17:17:38,235 - mmcls - INFO - Epoch [55][2200/5005] lr: 1.000e-02, eta: 8:43:05, time: 0.136, data_time: 0.000, loss: 1.4302 2022-11-02 17:17:51,975 - mmcls - INFO - Epoch [55][2300/5005] lr: 1.000e-02, eta: 8:42:51, time: 0.137, data_time: 0.000, loss: 1.4123 2022-11-02 17:18:05,779 - mmcls - INFO - Epoch [55][2400/5005] lr: 1.000e-02, eta: 8:42:37, time: 0.138, data_time: 0.000, loss: 1.4189 2022-11-02 17:18:19,496 - mmcls - INFO - Epoch [55][2500/5005] lr: 1.000e-02, eta: 8:42:23, time: 0.137, data_time: 0.000, loss: 1.4065 2022-11-02 17:18:33,291 - mmcls - INFO - Epoch [55][2600/5005] lr: 1.000e-02, eta: 8:42:10, time: 0.138, data_time: 0.000, loss: 1.4145 2022-11-02 17:18:47,154 - mmcls - INFO - Epoch [55][2700/5005] lr: 1.000e-02, eta: 8:41:56, time: 0.139, data_time: 0.000, loss: 1.4273 2022-11-02 17:19:00,829 - mmcls - INFO - Epoch [55][2800/5005] lr: 1.000e-02, eta: 8:41:42, time: 0.137, data_time: 0.000, loss: 1.4161 2022-11-02 17:19:14,483 - mmcls - INFO - Epoch [55][2900/5005] lr: 1.000e-02, eta: 8:41:28, time: 0.137, data_time: 0.000, loss: 1.4295 2022-11-02 17:19:28,244 - mmcls - INFO - Epoch [55][3000/5005] lr: 1.000e-02, eta: 8:41:15, time: 0.138, data_time: 0.000, loss: 1.4252 2022-11-02 17:19:41,888 - mmcls - INFO - Epoch [55][3100/5005] lr: 1.000e-02, eta: 8:41:01, time: 0.136, data_time: 0.000, loss: 1.4157 2022-11-02 17:19:55,532 - mmcls - INFO - Epoch [55][3200/5005] lr: 1.000e-02, eta: 8:40:47, time: 0.136, data_time: 0.000, loss: 1.4175 2022-11-02 17:20:09,222 - mmcls - INFO - Epoch [55][3300/5005] lr: 1.000e-02, eta: 8:40:33, time: 0.137, data_time: 0.000, loss: 1.4124 2022-11-02 17:20:22,930 - mmcls - INFO - Epoch [55][3400/5005] lr: 1.000e-02, eta: 8:40:19, time: 0.137, data_time: 0.000, loss: 1.4244 2022-11-02 17:20:36,572 - mmcls - INFO - Epoch [55][3500/5005] lr: 1.000e-02, eta: 8:40:05, time: 0.136, data_time: 0.000, loss: 1.4135 2022-11-02 17:20:50,337 - mmcls - INFO - Epoch [55][3600/5005] lr: 1.000e-02, eta: 8:39:52, time: 0.138, data_time: 0.000, loss: 1.4411 2022-11-02 17:21:04,024 - mmcls - INFO - Epoch [55][3700/5005] lr: 1.000e-02, eta: 8:39:38, time: 0.137, data_time: 0.000, loss: 1.4397 2022-11-02 17:21:17,724 - mmcls - INFO - Epoch [55][3800/5005] lr: 1.000e-02, eta: 8:39:24, time: 0.137, data_time: 0.000, loss: 1.4415 2022-11-02 17:21:31,433 - mmcls - INFO - Epoch [55][3900/5005] lr: 1.000e-02, eta: 8:39:10, time: 0.137, data_time: 0.000, loss: 1.4299 2022-11-02 17:21:45,059 - mmcls - INFO - Epoch [55][4000/5005] lr: 1.000e-02, eta: 8:38:56, time: 0.136, data_time: 0.000, loss: 1.4319 2022-11-02 17:21:58,806 - mmcls - INFO - Epoch [55][4100/5005] lr: 1.000e-02, eta: 8:38:42, time: 0.137, data_time: 0.000, loss: 1.4225 2022-11-02 17:22:12,453 - mmcls - INFO - Epoch [55][4200/5005] lr: 1.000e-02, eta: 8:38:29, time: 0.136, data_time: 0.000, loss: 1.4306 2022-11-02 17:22:26,358 - mmcls - INFO - Epoch [55][4300/5005] lr: 1.000e-02, eta: 8:38:15, time: 0.139, data_time: 0.000, loss: 1.4311 2022-11-02 17:22:39,952 - mmcls - INFO - Epoch [55][4400/5005] lr: 1.000e-02, eta: 8:38:01, time: 0.136, data_time: 0.000, loss: 1.4553 2022-11-02 17:22:53,535 - mmcls - INFO - Epoch [55][4500/5005] lr: 1.000e-02, eta: 8:37:47, time: 0.136, data_time: 0.000, loss: 1.4289 2022-11-02 17:23:07,145 - mmcls - INFO - Epoch [55][4600/5005] lr: 1.000e-02, eta: 8:37:33, time: 0.136, data_time: 0.000, loss: 1.4420 2022-11-02 17:23:20,855 - mmcls - INFO - Epoch [55][4700/5005] lr: 1.000e-02, eta: 8:37:19, time: 0.137, data_time: 0.000, loss: 1.4446 2022-11-02 17:23:34,541 - mmcls - INFO - Epoch [55][4800/5005] lr: 1.000e-02, eta: 8:37:06, time: 0.137, data_time: 0.000, loss: 1.4233 2022-11-02 17:23:48,286 - mmcls - INFO - Epoch [55][4900/5005] lr: 1.000e-02, eta: 8:36:52, time: 0.137, data_time: 0.000, loss: 1.4363 2022-11-02 17:24:01,792 - mmcls - INFO - Epoch [55][5000/5005] lr: 1.000e-02, eta: 8:36:38, time: 0.135, data_time: 0.000, loss: 1.4514 2022-11-02 17:24:02,475 - mmcls - INFO - Saving checkpoint at 55 epochs 2022-11-02 17:24:25,572 - mmcls - INFO - Epoch(val) [55][196] accuracy_top-1: 70.0400, accuracy_top-5: 89.9460 2022-11-02 17:24:41,358 - mmcls - INFO - Epoch [56][100/5005] lr: 1.000e-02, eta: 8:36:24, time: 0.158, data_time: 0.024, loss: 1.3801 2022-11-02 17:24:54,861 - mmcls - INFO - Epoch [56][200/5005] lr: 1.000e-02, eta: 8:36:10, time: 0.135, data_time: 0.000, loss: 1.3998 2022-11-02 17:25:08,420 - mmcls - INFO - Epoch [56][300/5005] lr: 1.000e-02, eta: 8:35:57, time: 0.136, data_time: 0.000, loss: 1.4131 2022-11-02 17:25:22,102 - mmcls - INFO - Epoch [56][400/5005] lr: 1.000e-02, eta: 8:35:43, time: 0.137, data_time: 0.000, loss: 1.4034 2022-11-02 17:25:35,701 - mmcls - INFO - Epoch [56][500/5005] lr: 1.000e-02, eta: 8:35:29, time: 0.136, data_time: 0.000, loss: 1.3998 2022-11-02 17:25:49,359 - mmcls - INFO - Epoch [56][600/5005] lr: 1.000e-02, eta: 8:35:15, time: 0.137, data_time: 0.000, loss: 1.4205 2022-11-02 17:26:02,938 - mmcls - INFO - Epoch [56][700/5005] lr: 1.000e-02, eta: 8:35:01, time: 0.136, data_time: 0.000, loss: 1.3864 2022-11-02 17:26:16,701 - mmcls - INFO - Epoch [56][800/5005] lr: 1.000e-02, eta: 8:34:47, time: 0.138, data_time: 0.000, loss: 1.4156 2022-11-02 17:26:30,475 - mmcls - INFO - Epoch [56][900/5005] lr: 1.000e-02, eta: 8:34:34, time: 0.138, data_time: 0.000, loss: 1.4175 2022-11-02 17:26:44,122 - mmcls - INFO - Epoch [56][1000/5005] lr: 1.000e-02, eta: 8:34:20, time: 0.136, data_time: 0.000, loss: 1.3940 2022-11-02 17:26:57,858 - mmcls - INFO - Epoch [56][1100/5005] lr: 1.000e-02, eta: 8:34:06, time: 0.137, data_time: 0.000, loss: 1.4224 2022-11-02 17:27:11,474 - mmcls - INFO - Epoch [56][1200/5005] lr: 1.000e-02, eta: 8:33:52, time: 0.136, data_time: 0.000, loss: 1.4149 2022-11-02 17:27:25,061 - mmcls - INFO - Epoch [56][1300/5005] lr: 1.000e-02, eta: 8:33:38, time: 0.136, data_time: 0.000, loss: 1.4041 2022-11-02 17:27:38,697 - mmcls - INFO - Epoch [56][1400/5005] lr: 1.000e-02, eta: 8:33:24, time: 0.136, data_time: 0.000, loss: 1.4302 2022-11-02 17:27:52,458 - mmcls - INFO - Epoch [56][1500/5005] lr: 1.000e-02, eta: 8:33:10, time: 0.138, data_time: 0.000, loss: 1.4160 2022-11-02 17:28:06,139 - mmcls - INFO - Epoch [56][1600/5005] lr: 1.000e-02, eta: 8:32:57, time: 0.137, data_time: 0.000, loss: 1.4137 2022-11-02 17:28:19,840 - mmcls - INFO - Epoch [56][1700/5005] lr: 1.000e-02, eta: 8:32:43, time: 0.137, data_time: 0.000, loss: 1.4160 2022-11-02 17:28:33,700 - mmcls - INFO - Epoch [56][1800/5005] lr: 1.000e-02, eta: 8:32:29, time: 0.139, data_time: 0.000, loss: 1.4212 2022-11-02 17:28:47,254 - mmcls - INFO - Epoch [56][1900/5005] lr: 1.000e-02, eta: 8:32:15, time: 0.136, data_time: 0.000, loss: 1.4305 2022-11-02 17:29:01,027 - mmcls - INFO - Epoch [56][2000/5005] lr: 1.000e-02, eta: 8:32:01, time: 0.138, data_time: 0.000, loss: 1.4268 2022-11-02 17:29:14,727 - mmcls - INFO - Epoch [56][2100/5005] lr: 1.000e-02, eta: 8:31:48, time: 0.137, data_time: 0.000, loss: 1.4211 2022-11-02 17:29:28,525 - mmcls - INFO - Epoch [56][2200/5005] lr: 1.000e-02, eta: 8:31:34, time: 0.138, data_time: 0.000, loss: 1.4109 2022-11-02 17:29:42,406 - mmcls - INFO - Epoch [56][2300/5005] lr: 1.000e-02, eta: 8:31:20, time: 0.139, data_time: 0.000, loss: 1.4162 2022-11-02 17:29:56,031 - mmcls - INFO - Epoch [56][2400/5005] lr: 1.000e-02, eta: 8:31:06, time: 0.136, data_time: 0.000, loss: 1.4153 2022-11-02 17:30:09,712 - mmcls - INFO - Epoch [56][2500/5005] lr: 1.000e-02, eta: 8:30:53, time: 0.137, data_time: 0.000, loss: 1.4224 2022-11-02 17:30:23,597 - mmcls - INFO - Epoch [56][2600/5005] lr: 1.000e-02, eta: 8:30:39, time: 0.139, data_time: 0.000, loss: 1.4197 2022-11-02 17:30:37,237 - mmcls - INFO - Epoch [56][2700/5005] lr: 1.000e-02, eta: 8:30:25, time: 0.136, data_time: 0.000, loss: 1.4637 2022-11-02 17:30:50,984 - mmcls - INFO - Epoch [56][2800/5005] lr: 1.000e-02, eta: 8:30:11, time: 0.137, data_time: 0.000, loss: 1.4100 2022-11-02 17:31:04,890 - mmcls - INFO - Epoch [56][2900/5005] lr: 1.000e-02, eta: 8:29:58, time: 0.139, data_time: 0.000, loss: 1.4189 2022-11-02 17:31:18,646 - mmcls - INFO - Epoch [56][3000/5005] lr: 1.000e-02, eta: 8:29:44, time: 0.138, data_time: 0.000, loss: 1.4340 2022-11-02 17:31:32,385 - mmcls - INFO - Epoch [56][3100/5005] lr: 1.000e-02, eta: 8:29:30, time: 0.137, data_time: 0.000, loss: 1.3875 2022-11-02 17:31:46,000 - mmcls - INFO - Epoch [56][3200/5005] lr: 1.000e-02, eta: 8:29:16, time: 0.136, data_time: 0.000, loss: 1.4139 2022-11-02 17:31:59,710 - mmcls - INFO - Epoch [56][3300/5005] lr: 1.000e-02, eta: 8:29:02, time: 0.137, data_time: 0.000, loss: 1.4181 2022-11-02 17:32:13,332 - mmcls - INFO - Epoch [56][3400/5005] lr: 1.000e-02, eta: 8:28:48, time: 0.136, data_time: 0.000, loss: 1.4389 2022-11-02 17:32:27,018 - mmcls - INFO - Epoch [56][3500/5005] lr: 1.000e-02, eta: 8:28:35, time: 0.137, data_time: 0.000, loss: 1.4246 2022-11-02 17:32:40,734 - mmcls - INFO - Epoch [56][3600/5005] lr: 1.000e-02, eta: 8:28:21, time: 0.137, data_time: 0.000, loss: 1.4297 2022-11-02 17:32:54,528 - mmcls - INFO - Epoch [56][3700/5005] lr: 1.000e-02, eta: 8:28:07, time: 0.138, data_time: 0.000, loss: 1.4283 2022-11-02 17:33:08,158 - mmcls - INFO - Epoch [56][3800/5005] lr: 1.000e-02, eta: 8:27:53, time: 0.136, data_time: 0.000, loss: 1.4155 2022-11-02 17:33:21,728 - mmcls - INFO - Epoch [56][3900/5005] lr: 1.000e-02, eta: 8:27:39, time: 0.136, data_time: 0.000, loss: 1.4473 2022-11-02 17:33:35,434 - mmcls - INFO - Epoch [56][4000/5005] lr: 1.000e-02, eta: 8:27:25, time: 0.137, data_time: 0.000, loss: 1.4152 2022-11-02 17:33:49,213 - mmcls - INFO - Epoch [56][4100/5005] lr: 1.000e-02, eta: 8:27:12, time: 0.138, data_time: 0.000, loss: 1.4245 2022-11-02 17:34:03,036 - mmcls - INFO - Epoch [56][4200/5005] lr: 1.000e-02, eta: 8:26:58, time: 0.138, data_time: 0.000, loss: 1.4088 2022-11-02 17:34:16,669 - mmcls - INFO - Epoch [56][4300/5005] lr: 1.000e-02, eta: 8:26:44, time: 0.136, data_time: 0.000, loss: 1.4374 2022-11-02 17:34:30,419 - mmcls - INFO - Epoch [56][4400/5005] lr: 1.000e-02, eta: 8:26:30, time: 0.137, data_time: 0.000, loss: 1.4438 2022-11-02 17:34:43,947 - mmcls - INFO - Epoch [56][4500/5005] lr: 1.000e-02, eta: 8:26:16, time: 0.135, data_time: 0.000, loss: 1.4493 2022-11-02 17:34:57,666 - mmcls - INFO - Epoch [56][4600/5005] lr: 1.000e-02, eta: 8:26:03, time: 0.137, data_time: 0.000, loss: 1.4266 2022-11-02 17:35:11,356 - mmcls - INFO - Epoch [56][4700/5005] lr: 1.000e-02, eta: 8:25:49, time: 0.137, data_time: 0.000, loss: 1.4442 2022-11-02 17:35:24,851 - mmcls - INFO - Epoch [56][4800/5005] lr: 1.000e-02, eta: 8:25:35, time: 0.135, data_time: 0.000, loss: 1.4412 2022-11-02 17:35:38,509 - mmcls - INFO - Epoch [56][4900/5005] lr: 1.000e-02, eta: 8:25:21, time: 0.137, data_time: 0.000, loss: 1.4365 2022-11-02 17:35:52,264 - mmcls - INFO - Epoch [56][5000/5005] lr: 1.000e-02, eta: 8:25:07, time: 0.138, data_time: 0.000, loss: 1.4407 2022-11-02 17:35:52,930 - mmcls - INFO - Saving checkpoint at 56 epochs 2022-11-02 17:36:16,005 - mmcls - INFO - Epoch(val) [56][196] accuracy_top-1: 69.9740, accuracy_top-5: 89.9320 2022-11-02 17:36:31,748 - mmcls - INFO - Epoch [57][100/5005] lr: 1.000e-02, eta: 8:24:54, time: 0.157, data_time: 0.024, loss: 1.3851 2022-11-02 17:36:45,351 - mmcls - INFO - Epoch [57][200/5005] lr: 1.000e-02, eta: 8:24:40, time: 0.136, data_time: 0.000, loss: 1.3927 2022-11-02 17:36:58,862 - mmcls - INFO - Epoch [57][300/5005] lr: 1.000e-02, eta: 8:24:26, time: 0.135, data_time: 0.000, loss: 1.3718 2022-11-02 17:37:12,431 - mmcls - INFO - Epoch [57][400/5005] lr: 1.000e-02, eta: 8:24:12, time: 0.136, data_time: 0.000, loss: 1.4275 2022-11-02 17:37:26,036 - mmcls - INFO - Epoch [57][500/5005] lr: 1.000e-02, eta: 8:23:58, time: 0.136, data_time: 0.000, loss: 1.3782 2022-11-02 17:37:39,841 - mmcls - INFO - Epoch [57][600/5005] lr: 1.000e-02, eta: 8:23:44, time: 0.138, data_time: 0.000, loss: 1.4233 2022-11-02 17:37:53,613 - mmcls - INFO - Epoch [57][700/5005] lr: 1.000e-02, eta: 8:23:31, time: 0.138, data_time: 0.000, loss: 1.3941 2022-11-02 17:38:07,240 - mmcls - INFO - Epoch [57][800/5005] lr: 1.000e-02, eta: 8:23:17, time: 0.136, data_time: 0.000, loss: 1.3887 2022-11-02 17:38:20,736 - mmcls - INFO - Epoch [57][900/5005] lr: 1.000e-02, eta: 8:23:03, time: 0.135, data_time: 0.000, loss: 1.4094 2022-11-02 17:38:34,319 - mmcls - INFO - Epoch [57][1000/5005] lr: 1.000e-02, eta: 8:22:49, time: 0.136, data_time: 0.000, loss: 1.4022 2022-11-02 17:38:48,142 - mmcls - INFO - Epoch [57][1100/5005] lr: 1.000e-02, eta: 8:22:35, time: 0.138, data_time: 0.000, loss: 1.4093 2022-11-02 17:39:01,731 - mmcls - INFO - Epoch [57][1200/5005] lr: 1.000e-02, eta: 8:22:21, time: 0.136, data_time: 0.000, loss: 1.4002 2022-11-02 17:39:15,689 - mmcls - INFO - Epoch [57][1300/5005] lr: 1.000e-02, eta: 8:22:08, time: 0.140, data_time: 0.000, loss: 1.4083 2022-11-02 17:39:29,380 - mmcls - INFO - Epoch [57][1400/5005] lr: 1.000e-02, eta: 8:21:54, time: 0.137, data_time: 0.000, loss: 1.4093 2022-11-02 17:39:43,102 - mmcls - INFO - Epoch [57][1500/5005] lr: 1.000e-02, eta: 8:21:40, time: 0.137, data_time: 0.000, loss: 1.4213 2022-11-02 17:39:56,917 - mmcls - INFO - Epoch [57][1600/5005] lr: 1.000e-02, eta: 8:21:26, time: 0.138, data_time: 0.001, loss: 1.3924 2022-11-02 17:40:10,612 - mmcls - INFO - Epoch [57][1700/5005] lr: 1.000e-02, eta: 8:21:13, time: 0.137, data_time: 0.000, loss: 1.4089 2022-11-02 17:40:24,472 - mmcls - INFO - Epoch [57][1800/5005] lr: 1.000e-02, eta: 8:20:59, time: 0.139, data_time: 0.000, loss: 1.4249 2022-11-02 17:40:38,179 - mmcls - INFO - Epoch [57][1900/5005] lr: 1.000e-02, eta: 8:20:45, time: 0.137, data_time: 0.000, loss: 1.4098 2022-11-02 17:40:52,126 - mmcls - INFO - Epoch [57][2000/5005] lr: 1.000e-02, eta: 8:20:31, time: 0.139, data_time: 0.000, loss: 1.4204 2022-11-02 17:41:05,874 - mmcls - INFO - Epoch [57][2100/5005] lr: 1.000e-02, eta: 8:20:18, time: 0.137, data_time: 0.000, loss: 1.4211 2022-11-02 17:41:19,703 - mmcls - INFO - Epoch [57][2200/5005] lr: 1.000e-02, eta: 8:20:04, time: 0.138, data_time: 0.000, loss: 1.4033 2022-11-02 17:41:33,344 - mmcls - INFO - Epoch [57][2300/5005] lr: 1.000e-02, eta: 8:19:50, time: 0.136, data_time: 0.000, loss: 1.3950 2022-11-02 17:41:47,049 - mmcls - INFO - Epoch [57][2400/5005] lr: 1.000e-02, eta: 8:19:36, time: 0.137, data_time: 0.000, loss: 1.4083 2022-11-02 17:42:00,723 - mmcls - INFO - Epoch [57][2500/5005] lr: 1.000e-02, eta: 8:19:22, time: 0.137, data_time: 0.000, loss: 1.3995 2022-11-02 17:42:14,564 - mmcls - INFO - Epoch [57][2600/5005] lr: 1.000e-02, eta: 8:19:09, time: 0.138, data_time: 0.000, loss: 1.4313 2022-11-02 17:42:28,326 - mmcls - INFO - Epoch [57][2700/5005] lr: 1.000e-02, eta: 8:18:55, time: 0.138, data_time: 0.000, loss: 1.4292 2022-11-02 17:42:42,000 - mmcls - INFO - Epoch [57][2800/5005] lr: 1.000e-02, eta: 8:18:41, time: 0.137, data_time: 0.000, loss: 1.4110 2022-11-02 17:42:55,800 - mmcls - INFO - Epoch [57][2900/5005] lr: 1.000e-02, eta: 8:18:27, time: 0.138, data_time: 0.000, loss: 1.4146 2022-11-02 17:43:09,586 - mmcls - INFO - Epoch [57][3000/5005] lr: 1.000e-02, eta: 8:18:14, time: 0.138, data_time: 0.000, loss: 1.4348 2022-11-02 17:43:23,370 - mmcls - INFO - Epoch [57][3100/5005] lr: 1.000e-02, eta: 8:18:00, time: 0.138, data_time: 0.000, loss: 1.4397 2022-11-02 17:43:37,080 - mmcls - INFO - Epoch [57][3200/5005] lr: 1.000e-02, eta: 8:17:46, time: 0.137, data_time: 0.000, loss: 1.4368 2022-11-02 17:43:50,722 - mmcls - INFO - Epoch [57][3300/5005] lr: 1.000e-02, eta: 8:17:32, time: 0.136, data_time: 0.000, loss: 1.4028 2022-11-02 17:44:04,530 - mmcls - INFO - Epoch [57][3400/5005] lr: 1.000e-02, eta: 8:17:19, time: 0.138, data_time: 0.000, loss: 1.4507 2022-11-02 17:44:18,162 - mmcls - INFO - Epoch [57][3500/5005] lr: 1.000e-02, eta: 8:17:05, time: 0.136, data_time: 0.000, loss: 1.4189 2022-11-02 17:44:31,801 - mmcls - INFO - Epoch [57][3600/5005] lr: 1.000e-02, eta: 8:16:51, time: 0.136, data_time: 0.000, loss: 1.4256 2022-11-02 17:44:45,230 - mmcls - INFO - Epoch [57][3700/5005] lr: 1.000e-02, eta: 8:16:37, time: 0.134, data_time: 0.000, loss: 1.4442 2022-11-02 17:44:58,978 - mmcls - INFO - Epoch [57][3800/5005] lr: 1.000e-02, eta: 8:16:23, time: 0.137, data_time: 0.000, loss: 1.4215 2022-11-02 17:45:12,676 - mmcls - INFO - Epoch [57][3900/5005] lr: 1.000e-02, eta: 8:16:09, time: 0.137, data_time: 0.000, loss: 1.4298 2022-11-02 17:45:26,251 - mmcls - INFO - Epoch [57][4000/5005] lr: 1.000e-02, eta: 8:15:55, time: 0.136, data_time: 0.000, loss: 1.4215 2022-11-02 17:45:39,845 - mmcls - INFO - Epoch [57][4100/5005] lr: 1.000e-02, eta: 8:15:41, time: 0.136, data_time: 0.000, loss: 1.3990 2022-11-02 17:45:53,533 - mmcls - INFO - Epoch [57][4200/5005] lr: 1.000e-02, eta: 8:15:28, time: 0.137, data_time: 0.000, loss: 1.4181 2022-11-02 17:46:07,113 - mmcls - INFO - Epoch [57][4300/5005] lr: 1.000e-02, eta: 8:15:14, time: 0.136, data_time: 0.001, loss: 1.4247 2022-11-02 17:46:20,776 - mmcls - INFO - Epoch [57][4400/5005] lr: 1.000e-02, eta: 8:15:00, time: 0.137, data_time: 0.000, loss: 1.4107 2022-11-02 17:46:34,694 - mmcls - INFO - Epoch [57][4500/5005] lr: 1.000e-02, eta: 8:14:46, time: 0.139, data_time: 0.000, loss: 1.4400 2022-11-02 17:46:48,383 - mmcls - INFO - Epoch [57][4600/5005] lr: 1.000e-02, eta: 8:14:32, time: 0.137, data_time: 0.000, loss: 1.4431 2022-11-02 17:47:02,031 - mmcls - INFO - Epoch [57][4700/5005] lr: 1.000e-02, eta: 8:14:19, time: 0.136, data_time: 0.000, loss: 1.4172 2022-11-02 17:47:15,780 - mmcls - INFO - Epoch [57][4800/5005] lr: 1.000e-02, eta: 8:14:05, time: 0.137, data_time: 0.000, loss: 1.4177 2022-11-02 17:47:29,500 - mmcls - INFO - Epoch [57][4900/5005] lr: 1.000e-02, eta: 8:13:51, time: 0.137, data_time: 0.000, loss: 1.4128 2022-11-02 17:47:43,215 - mmcls - INFO - Epoch [57][5000/5005] lr: 1.000e-02, eta: 8:13:37, time: 0.137, data_time: 0.000, loss: 1.4497 2022-11-02 17:47:43,881 - mmcls - INFO - Saving checkpoint at 57 epochs 2022-11-02 17:48:07,386 - mmcls - INFO - Epoch(val) [57][196] accuracy_top-1: 70.2220, accuracy_top-5: 89.9020 2022-11-02 17:48:23,391 - mmcls - INFO - Epoch [58][100/5005] lr: 1.000e-02, eta: 8:13:24, time: 0.160, data_time: 0.024, loss: 1.3775 2022-11-02 17:48:37,180 - mmcls - INFO - Epoch [58][200/5005] lr: 1.000e-02, eta: 8:13:10, time: 0.138, data_time: 0.000, loss: 1.3668 2022-11-02 17:48:50,970 - mmcls - INFO - Epoch [58][300/5005] lr: 1.000e-02, eta: 8:12:56, time: 0.138, data_time: 0.000, loss: 1.3935 2022-11-02 17:49:04,774 - mmcls - INFO - Epoch [58][400/5005] lr: 1.000e-02, eta: 8:12:43, time: 0.138, data_time: 0.000, loss: 1.4017 2022-11-02 17:49:18,655 - mmcls - INFO - Epoch [58][500/5005] lr: 1.000e-02, eta: 8:12:29, time: 0.139, data_time: 0.000, loss: 1.3817 2022-11-02 17:49:32,626 - mmcls - INFO - Epoch [58][600/5005] lr: 1.000e-02, eta: 8:12:15, time: 0.140, data_time: 0.000, loss: 1.4010 2022-11-02 17:49:46,474 - mmcls - INFO - Epoch [58][700/5005] lr: 1.000e-02, eta: 8:12:02, time: 0.138, data_time: 0.000, loss: 1.3833 2022-11-02 17:50:00,248 - mmcls - INFO - Epoch [58][800/5005] lr: 1.000e-02, eta: 8:11:48, time: 0.138, data_time: 0.000, loss: 1.3789 2022-11-02 17:50:14,182 - mmcls - INFO - Epoch [58][900/5005] lr: 1.000e-02, eta: 8:11:34, time: 0.139, data_time: 0.000, loss: 1.3995 2022-11-02 17:50:28,152 - mmcls - INFO - Epoch [58][1000/5005] lr: 1.000e-02, eta: 8:11:21, time: 0.140, data_time: 0.000, loss: 1.4025 2022-11-02 17:50:42,040 - mmcls - INFO - Epoch [58][1100/5005] lr: 1.000e-02, eta: 8:11:07, time: 0.139, data_time: 0.000, loss: 1.3787 2022-11-02 17:50:55,817 - mmcls - INFO - Epoch [58][1200/5005] lr: 1.000e-02, eta: 8:10:53, time: 0.138, data_time: 0.000, loss: 1.3830 2022-11-02 17:51:09,527 - mmcls - INFO - Epoch [58][1300/5005] lr: 1.000e-02, eta: 8:10:39, time: 0.137, data_time: 0.000, loss: 1.4199 2022-11-02 17:51:23,377 - mmcls - INFO - Epoch [58][1400/5005] lr: 1.000e-02, eta: 8:10:26, time: 0.138, data_time: 0.000, loss: 1.3849 2022-11-02 17:51:37,323 - mmcls - INFO - Epoch [58][1500/5005] lr: 1.000e-02, eta: 8:10:12, time: 0.139, data_time: 0.000, loss: 1.4048 2022-11-02 17:51:51,107 - mmcls - INFO - Epoch [58][1600/5005] lr: 1.000e-02, eta: 8:09:58, time: 0.138, data_time: 0.000, loss: 1.4231 2022-11-02 17:52:04,943 - mmcls - INFO - Epoch [58][1700/5005] lr: 1.000e-02, eta: 8:09:45, time: 0.138, data_time: 0.000, loss: 1.4182 2022-11-02 17:52:18,714 - mmcls - INFO - Epoch [58][1800/5005] lr: 1.000e-02, eta: 8:09:31, time: 0.138, data_time: 0.000, loss: 1.4129 2022-11-02 17:52:32,390 - mmcls - INFO - Epoch [58][1900/5005] lr: 1.000e-02, eta: 8:09:17, time: 0.137, data_time: 0.000, loss: 1.4231 2022-11-02 17:52:46,136 - mmcls - INFO - Epoch [58][2000/5005] lr: 1.000e-02, eta: 8:09:03, time: 0.137, data_time: 0.000, loss: 1.4353 2022-11-02 17:53:00,075 - mmcls - INFO - Epoch [58][2100/5005] lr: 1.000e-02, eta: 8:08:50, time: 0.139, data_time: 0.000, loss: 1.4130 2022-11-02 17:53:13,865 - mmcls - INFO - Epoch [58][2200/5005] lr: 1.000e-02, eta: 8:08:36, time: 0.138, data_time: 0.000, loss: 1.4113 2022-11-02 17:53:27,882 - mmcls - INFO - Epoch [58][2300/5005] lr: 1.000e-02, eta: 8:08:22, time: 0.140, data_time: 0.000, loss: 1.4085 2022-11-02 17:53:41,708 - mmcls - INFO - Epoch [58][2400/5005] lr: 1.000e-02, eta: 8:08:09, time: 0.138, data_time: 0.000, loss: 1.4177 2022-11-02 17:53:55,584 - mmcls - INFO - Epoch [58][2500/5005] lr: 1.000e-02, eta: 8:07:55, time: 0.139, data_time: 0.000, loss: 1.4356 2022-11-02 17:54:09,445 - mmcls - INFO - Epoch [58][2600/5005] lr: 1.000e-02, eta: 8:07:41, time: 0.139, data_time: 0.000, loss: 1.4387 2022-11-02 17:54:23,100 - mmcls - INFO - Epoch [58][2700/5005] lr: 1.000e-02, eta: 8:07:27, time: 0.137, data_time: 0.000, loss: 1.3740 2022-11-02 17:54:36,808 - mmcls - INFO - Epoch [58][2800/5005] lr: 1.000e-02, eta: 8:07:14, time: 0.137, data_time: 0.000, loss: 1.4345 2022-11-02 17:54:50,504 - mmcls - INFO - Epoch [58][2900/5005] lr: 1.000e-02, eta: 8:07:00, time: 0.137, data_time: 0.000, loss: 1.4088 2022-11-02 17:55:04,190 - mmcls - INFO - Epoch [58][3000/5005] lr: 1.000e-02, eta: 8:06:46, time: 0.137, data_time: 0.000, loss: 1.4435 2022-11-02 17:55:17,923 - mmcls - INFO - Epoch [58][3100/5005] lr: 1.000e-02, eta: 8:06:32, time: 0.137, data_time: 0.000, loss: 1.4202 2022-11-02 17:55:31,711 - mmcls - INFO - Epoch [58][3200/5005] lr: 1.000e-02, eta: 8:06:19, time: 0.138, data_time: 0.000, loss: 1.4336 2022-11-02 17:55:45,596 - mmcls - INFO - Epoch [58][3300/5005] lr: 1.000e-02, eta: 8:06:05, time: 0.139, data_time: 0.000, loss: 1.4221 2022-11-02 17:55:59,349 - mmcls - INFO - Epoch [58][3400/5005] lr: 1.000e-02, eta: 8:05:51, time: 0.138, data_time: 0.000, loss: 1.4287 2022-11-02 17:56:13,070 - mmcls - INFO - Epoch [58][3500/5005] lr: 1.000e-02, eta: 8:05:37, time: 0.137, data_time: 0.000, loss: 1.4189 2022-11-02 17:56:26,722 - mmcls - INFO - Epoch [58][3600/5005] lr: 1.000e-02, eta: 8:05:23, time: 0.137, data_time: 0.000, loss: 1.4388 2022-11-02 17:56:40,442 - mmcls - INFO - Epoch [58][3700/5005] lr: 1.000e-02, eta: 8:05:10, time: 0.137, data_time: 0.000, loss: 1.4182 2022-11-02 17:56:54,231 - mmcls - INFO - Epoch [58][3800/5005] lr: 1.000e-02, eta: 8:04:56, time: 0.138, data_time: 0.000, loss: 1.4181 2022-11-02 17:57:07,966 - mmcls - INFO - Epoch [58][3900/5005] lr: 1.000e-02, eta: 8:04:42, time: 0.137, data_time: 0.000, loss: 1.4173 2022-11-02 17:57:21,788 - mmcls - INFO - Epoch [58][4000/5005] lr: 1.000e-02, eta: 8:04:28, time: 0.138, data_time: 0.000, loss: 1.4128 2022-11-02 17:57:35,488 - mmcls - INFO - Epoch [58][4100/5005] lr: 1.000e-02, eta: 8:04:15, time: 0.137, data_time: 0.000, loss: 1.4034 2022-11-02 17:57:49,130 - mmcls - INFO - Epoch [58][4200/5005] lr: 1.000e-02, eta: 8:04:01, time: 0.136, data_time: 0.000, loss: 1.4115 2022-11-02 17:58:02,862 - mmcls - INFO - Epoch [58][4300/5005] lr: 1.000e-02, eta: 8:03:47, time: 0.137, data_time: 0.000, loss: 1.4342 2022-11-02 17:58:16,593 - mmcls - INFO - Epoch [58][4400/5005] lr: 1.000e-02, eta: 8:03:33, time: 0.137, data_time: 0.000, loss: 1.4175 2022-11-02 17:58:30,479 - mmcls - INFO - Epoch [58][4500/5005] lr: 1.000e-02, eta: 8:03:19, time: 0.139, data_time: 0.000, loss: 1.4311 2022-11-02 17:58:44,193 - mmcls - INFO - Epoch [58][4600/5005] lr: 1.000e-02, eta: 8:03:06, time: 0.137, data_time: 0.000, loss: 1.4367 2022-11-02 17:58:58,019 - mmcls - INFO - Epoch [58][4700/5005] lr: 1.000e-02, eta: 8:02:52, time: 0.138, data_time: 0.001, loss: 1.4084 2022-11-02 17:59:11,761 - mmcls - INFO - Epoch [58][4800/5005] lr: 1.000e-02, eta: 8:02:38, time: 0.137, data_time: 0.000, loss: 1.4347 2022-11-02 17:59:25,490 - mmcls - INFO - Epoch [58][4900/5005] lr: 1.000e-02, eta: 8:02:24, time: 0.137, data_time: 0.000, loss: 1.4175 2022-11-02 17:59:39,274 - mmcls - INFO - Epoch [58][5000/5005] lr: 1.000e-02, eta: 8:02:11, time: 0.138, data_time: 0.000, loss: 1.4343 2022-11-02 17:59:39,973 - mmcls - INFO - Saving checkpoint at 58 epochs 2022-11-02 18:00:03,503 - mmcls - INFO - Epoch(val) [58][196] accuracy_top-1: 70.2620, accuracy_top-5: 90.0080 2022-11-02 18:00:19,470 - mmcls - INFO - Epoch [59][100/5005] lr: 1.000e-02, eta: 8:01:57, time: 0.160, data_time: 0.024, loss: 1.3938 2022-11-02 18:00:33,128 - mmcls - INFO - Epoch [59][200/5005] lr: 1.000e-02, eta: 8:01:43, time: 0.137, data_time: 0.000, loss: 1.3650 2022-11-02 18:00:46,829 - mmcls - INFO - Epoch [59][300/5005] lr: 1.000e-02, eta: 8:01:30, time: 0.137, data_time: 0.000, loss: 1.4056 2022-11-02 18:01:00,435 - mmcls - INFO - Epoch [59][400/5005] lr: 1.000e-02, eta: 8:01:16, time: 0.136, data_time: 0.001, loss: 1.3649 2022-11-02 18:01:14,117 - mmcls - INFO - Epoch [59][500/5005] lr: 1.000e-02, eta: 8:01:02, time: 0.137, data_time: 0.000, loss: 1.3999 2022-11-02 18:01:27,753 - mmcls - INFO - Epoch [59][600/5005] lr: 1.000e-02, eta: 8:00:48, time: 0.136, data_time: 0.000, loss: 1.3915 2022-11-02 18:01:41,642 - mmcls - INFO - Epoch [59][700/5005] lr: 1.000e-02, eta: 8:00:34, time: 0.139, data_time: 0.000, loss: 1.3863 2022-11-02 18:01:55,553 - mmcls - INFO - Epoch [59][800/5005] lr: 1.000e-02, eta: 8:00:21, time: 0.139, data_time: 0.000, loss: 1.3767 2022-11-02 18:02:09,321 - mmcls - INFO - Epoch [59][900/5005] lr: 1.000e-02, eta: 8:00:07, time: 0.138, data_time: 0.000, loss: 1.4007 2022-11-02 18:02:23,078 - mmcls - INFO - Epoch [59][1000/5005] lr: 1.000e-02, eta: 7:59:53, time: 0.138, data_time: 0.000, loss: 1.3859 2022-11-02 18:02:37,146 - mmcls - INFO - Epoch [59][1100/5005] lr: 1.000e-02, eta: 7:59:40, time: 0.141, data_time: 0.000, loss: 1.4023 2022-11-02 18:02:51,060 - mmcls - INFO - Epoch [59][1200/5005] lr: 1.000e-02, eta: 7:59:26, time: 0.139, data_time: 0.000, loss: 1.4039 2022-11-02 18:03:04,853 - mmcls - INFO - Epoch [59][1300/5005] lr: 1.000e-02, eta: 7:59:12, time: 0.138, data_time: 0.001, loss: 1.3889 2022-11-02 18:03:18,648 - mmcls - INFO - Epoch [59][1400/5005] lr: 1.000e-02, eta: 7:58:59, time: 0.138, data_time: 0.000, loss: 1.4074 2022-11-02 18:03:32,412 - mmcls - INFO - Epoch [59][1500/5005] lr: 1.000e-02, eta: 7:58:45, time: 0.138, data_time: 0.000, loss: 1.4077 2022-11-02 18:03:46,212 - mmcls - INFO - Epoch [59][1600/5005] lr: 1.000e-02, eta: 7:58:31, time: 0.138, data_time: 0.000, loss: 1.4381 2022-11-02 18:04:00,141 - mmcls - INFO - Epoch [59][1700/5005] lr: 1.000e-02, eta: 7:58:17, time: 0.139, data_time: 0.002, loss: 1.4007 2022-11-02 18:04:14,095 - mmcls - INFO - Epoch [59][1800/5005] lr: 1.000e-02, eta: 7:58:04, time: 0.140, data_time: 0.000, loss: 1.4273 2022-11-02 18:04:27,927 - mmcls - INFO - Epoch [59][1900/5005] lr: 1.000e-02, eta: 7:57:50, time: 0.138, data_time: 0.000, loss: 1.4021 2022-11-02 18:04:41,844 - mmcls - INFO - Epoch [59][2000/5005] lr: 1.000e-02, eta: 7:57:36, time: 0.139, data_time: 0.000, loss: 1.3945 2022-11-02 18:04:55,597 - mmcls - INFO - Epoch [59][2100/5005] lr: 1.000e-02, eta: 7:57:23, time: 0.138, data_time: 0.000, loss: 1.4020 2022-11-02 18:05:09,490 - mmcls - INFO - Epoch [59][2200/5005] lr: 1.000e-02, eta: 7:57:09, time: 0.139, data_time: 0.000, loss: 1.4071 2022-11-02 18:05:23,374 - mmcls - INFO - Epoch [59][2300/5005] lr: 1.000e-02, eta: 7:56:55, time: 0.139, data_time: 0.000, loss: 1.3920 2022-11-02 18:05:37,405 - mmcls - INFO - Epoch [59][2400/5005] lr: 1.000e-02, eta: 7:56:42, time: 0.140, data_time: 0.000, loss: 1.4066 2022-11-02 18:05:51,199 - mmcls - INFO - Epoch [59][2500/5005] lr: 1.000e-02, eta: 7:56:28, time: 0.138, data_time: 0.000, loss: 1.4145 2022-11-02 18:06:05,058 - mmcls - INFO - Epoch [59][2600/5005] lr: 1.000e-02, eta: 7:56:14, time: 0.139, data_time: 0.000, loss: 1.4284 2022-11-02 18:06:18,842 - mmcls - INFO - Epoch [59][2700/5005] lr: 1.000e-02, eta: 7:56:00, time: 0.138, data_time: 0.000, loss: 1.4004 2022-11-02 18:06:32,573 - mmcls - INFO - Epoch [59][2800/5005] lr: 1.000e-02, eta: 7:55:47, time: 0.137, data_time: 0.000, loss: 1.4155 2022-11-02 18:06:46,373 - mmcls - INFO - Epoch [59][2900/5005] lr: 1.000e-02, eta: 7:55:33, time: 0.138, data_time: 0.000, loss: 1.4060 2022-11-02 18:07:00,034 - mmcls - INFO - Epoch [59][3000/5005] lr: 1.000e-02, eta: 7:55:19, time: 0.137, data_time: 0.000, loss: 1.3972 2022-11-02 18:07:13,754 - mmcls - INFO - Epoch [59][3100/5005] lr: 1.000e-02, eta: 7:55:05, time: 0.137, data_time: 0.000, loss: 1.4177 2022-11-02 18:07:27,618 - mmcls - INFO - Epoch [59][3200/5005] lr: 1.000e-02, eta: 7:54:52, time: 0.139, data_time: 0.000, loss: 1.4009 2022-11-02 18:07:41,459 - mmcls - INFO - Epoch [59][3300/5005] lr: 1.000e-02, eta: 7:54:38, time: 0.138, data_time: 0.000, loss: 1.4422 2022-11-02 18:07:55,248 - mmcls - INFO - Epoch [59][3400/5005] lr: 1.000e-02, eta: 7:54:24, time: 0.138, data_time: 0.000, loss: 1.4076 2022-11-02 18:08:09,088 - mmcls - INFO - Epoch [59][3500/5005] lr: 1.000e-02, eta: 7:54:10, time: 0.138, data_time: 0.000, loss: 1.4300 2022-11-02 18:08:22,865 - mmcls - INFO - Epoch [59][3600/5005] lr: 1.000e-02, eta: 7:53:57, time: 0.138, data_time: 0.000, loss: 1.4371 2022-11-02 18:08:36,613 - mmcls - INFO - Epoch [59][3700/5005] lr: 1.000e-02, eta: 7:53:43, time: 0.137, data_time: 0.000, loss: 1.4159 2022-11-02 18:08:50,416 - mmcls - INFO - Epoch [59][3800/5005] lr: 1.000e-02, eta: 7:53:29, time: 0.138, data_time: 0.000, loss: 1.4247 2022-11-02 18:09:04,153 - mmcls - INFO - Epoch [59][3900/5005] lr: 1.000e-02, eta: 7:53:15, time: 0.137, data_time: 0.000, loss: 1.4070 2022-11-02 18:09:18,046 - mmcls - INFO - Epoch [59][4000/5005] lr: 1.000e-02, eta: 7:53:02, time: 0.139, data_time: 0.000, loss: 1.4356 2022-11-02 18:09:31,851 - mmcls - INFO - Epoch [59][4100/5005] lr: 1.000e-02, eta: 7:52:48, time: 0.138, data_time: 0.000, loss: 1.4149 2022-11-02 18:09:45,740 - mmcls - INFO - Epoch [59][4200/5005] lr: 1.000e-02, eta: 7:52:34, time: 0.139, data_time: 0.000, loss: 1.4326 2022-11-02 18:09:59,462 - mmcls - INFO - Epoch [59][4300/5005] lr: 1.000e-02, eta: 7:52:21, time: 0.137, data_time: 0.000, loss: 1.4143 2022-11-02 18:10:13,329 - mmcls - INFO - Epoch [59][4400/5005] lr: 1.000e-02, eta: 7:52:07, time: 0.139, data_time: 0.000, loss: 1.4273 2022-11-02 18:10:27,315 - mmcls - INFO - Epoch [59][4500/5005] lr: 1.000e-02, eta: 7:51:53, time: 0.140, data_time: 0.000, loss: 1.4354 2022-11-02 18:10:41,152 - mmcls - INFO - Epoch [59][4600/5005] lr: 1.000e-02, eta: 7:51:40, time: 0.138, data_time: 0.000, loss: 1.4246 2022-11-02 18:10:54,875 - mmcls - INFO - Epoch [59][4700/5005] lr: 1.000e-02, eta: 7:51:26, time: 0.137, data_time: 0.000, loss: 1.4320 2022-11-02 18:11:08,728 - mmcls - INFO - Epoch [59][4800/5005] lr: 1.000e-02, eta: 7:51:12, time: 0.139, data_time: 0.000, loss: 1.4318 2022-11-02 18:11:22,635 - mmcls - INFO - Epoch [59][4900/5005] lr: 1.000e-02, eta: 7:50:58, time: 0.139, data_time: 0.000, loss: 1.4189 2022-11-02 18:11:36,537 - mmcls - INFO - Epoch [59][5000/5005] lr: 1.000e-02, eta: 7:50:45, time: 0.139, data_time: 0.000, loss: 1.4359 2022-11-02 18:11:37,218 - mmcls - INFO - Saving checkpoint at 59 epochs 2022-11-02 18:12:00,690 - mmcls - INFO - Epoch(val) [59][196] accuracy_top-1: 70.3120, accuracy_top-5: 89.9920 2022-11-02 18:12:16,805 - mmcls - INFO - Epoch [60][100/5005] lr: 1.000e-02, eta: 7:50:31, time: 0.161, data_time: 0.024, loss: 1.3705 2022-11-02 18:12:30,345 - mmcls - INFO - Epoch [60][200/5005] lr: 1.000e-02, eta: 7:50:17, time: 0.135, data_time: 0.000, loss: 1.3827 2022-11-02 18:12:44,068 - mmcls - INFO - Epoch [60][300/5005] lr: 1.000e-02, eta: 7:50:04, time: 0.137, data_time: 0.000, loss: 1.3722 2022-11-02 18:12:57,773 - mmcls - INFO - Epoch [60][400/5005] lr: 1.000e-02, eta: 7:49:50, time: 0.137, data_time: 0.000, loss: 1.3576 2022-11-02 18:13:11,499 - mmcls - INFO - Epoch [60][500/5005] lr: 1.000e-02, eta: 7:49:36, time: 0.137, data_time: 0.000, loss: 1.3920 2022-11-02 18:13:25,186 - mmcls - INFO - Epoch [60][600/5005] lr: 1.000e-02, eta: 7:49:22, time: 0.137, data_time: 0.000, loss: 1.4063 2022-11-02 18:13:39,006 - mmcls - INFO - Epoch [60][700/5005] lr: 1.000e-02, eta: 7:49:09, time: 0.138, data_time: 0.000, loss: 1.3935 2022-11-02 18:13:52,872 - mmcls - INFO - Epoch [60][800/5005] lr: 1.000e-02, eta: 7:48:55, time: 0.139, data_time: 0.000, loss: 1.3920 2022-11-02 18:14:06,736 - mmcls - INFO - Epoch [60][900/5005] lr: 1.000e-02, eta: 7:48:41, time: 0.139, data_time: 0.000, loss: 1.4103 2022-11-02 18:14:20,463 - mmcls - INFO - Epoch [60][1000/5005] lr: 1.000e-02, eta: 7:48:27, time: 0.137, data_time: 0.000, loss: 1.4031 2022-11-02 18:14:34,148 - mmcls - INFO - Epoch [60][1100/5005] lr: 1.000e-02, eta: 7:48:14, time: 0.137, data_time: 0.000, loss: 1.3951 2022-11-02 18:14:48,079 - mmcls - INFO - Epoch [60][1200/5005] lr: 1.000e-02, eta: 7:48:00, time: 0.139, data_time: 0.000, loss: 1.3780 2022-11-02 18:15:01,876 - mmcls - INFO - Epoch [60][1300/5005] lr: 1.000e-02, eta: 7:47:46, time: 0.138, data_time: 0.000, loss: 1.3921 2022-11-02 18:15:15,661 - mmcls - INFO - Epoch [60][1400/5005] lr: 1.000e-02, eta: 7:47:32, time: 0.138, data_time: 0.000, loss: 1.4156 2022-11-02 18:15:29,292 - mmcls - INFO - Epoch [60][1500/5005] lr: 1.000e-02, eta: 7:47:19, time: 0.136, data_time: 0.000, loss: 1.4070 2022-11-02 18:15:43,164 - mmcls - INFO - Epoch [60][1600/5005] lr: 1.000e-02, eta: 7:47:05, time: 0.139, data_time: 0.000, loss: 1.4104 2022-11-02 18:15:56,962 - mmcls - INFO - Epoch [60][1700/5005] lr: 1.000e-02, eta: 7:46:51, time: 0.138, data_time: 0.000, loss: 1.3942 2022-11-02 18:16:10,687 - mmcls - INFO - Epoch [60][1800/5005] lr: 1.000e-02, eta: 7:46:37, time: 0.137, data_time: 0.000, loss: 1.3978 2022-11-02 18:16:24,586 - mmcls - INFO - Epoch [60][1900/5005] lr: 1.000e-02, eta: 7:46:24, time: 0.139, data_time: 0.000, loss: 1.4049 2022-11-02 18:16:38,507 - mmcls - INFO - Epoch [60][2000/5005] lr: 1.000e-02, eta: 7:46:10, time: 0.139, data_time: 0.000, loss: 1.4242 2022-11-02 18:16:52,260 - mmcls - INFO - Epoch [60][2100/5005] lr: 1.000e-02, eta: 7:45:56, time: 0.138, data_time: 0.000, loss: 1.3748 2022-11-02 18:17:06,027 - mmcls - INFO - Epoch [60][2200/5005] lr: 1.000e-02, eta: 7:45:42, time: 0.138, data_time: 0.000, loss: 1.3953 2022-11-02 18:17:19,794 - mmcls - INFO - Epoch [60][2300/5005] lr: 1.000e-02, eta: 7:45:29, time: 0.138, data_time: 0.000, loss: 1.4018 2022-11-02 18:17:33,781 - mmcls - INFO - Epoch [60][2400/5005] lr: 1.000e-02, eta: 7:45:15, time: 0.140, data_time: 0.000, loss: 1.3969 2022-11-02 18:17:47,718 - mmcls - INFO - Epoch [60][2500/5005] lr: 1.000e-02, eta: 7:45:01, time: 0.139, data_time: 0.000, loss: 1.4104 2022-11-02 18:18:01,622 - mmcls - INFO - Epoch [60][2600/5005] lr: 1.000e-02, eta: 7:44:48, time: 0.139, data_time: 0.000, loss: 1.4079 2022-11-02 18:18:15,458 - mmcls - INFO - Epoch [60][2700/5005] lr: 1.000e-02, eta: 7:44:34, time: 0.138, data_time: 0.000, loss: 1.4173 2022-11-02 18:18:29,133 - mmcls - INFO - Epoch [60][2800/5005] lr: 1.000e-02, eta: 7:44:20, time: 0.137, data_time: 0.000, loss: 1.3846 2022-11-02 18:18:42,926 - mmcls - INFO - Epoch [60][2900/5005] lr: 1.000e-02, eta: 7:44:06, time: 0.138, data_time: 0.000, loss: 1.3972 2022-11-02 18:18:56,722 - mmcls - INFO - Epoch [60][3000/5005] lr: 1.000e-02, eta: 7:43:53, time: 0.138, data_time: 0.000, loss: 1.3942 2022-11-02 18:19:10,495 - mmcls - INFO - Epoch [60][3100/5005] lr: 1.000e-02, eta: 7:43:39, time: 0.138, data_time: 0.000, loss: 1.3942 2022-11-02 18:19:24,299 - mmcls - INFO - Epoch [60][3200/5005] lr: 1.000e-02, eta: 7:43:25, time: 0.138, data_time: 0.000, loss: 1.4052 2022-11-02 18:19:37,946 - mmcls - INFO - Epoch [60][3300/5005] lr: 1.000e-02, eta: 7:43:11, time: 0.136, data_time: 0.000, loss: 1.3986 2022-11-02 18:19:51,640 - mmcls - INFO - Epoch [60][3400/5005] lr: 1.000e-02, eta: 7:42:58, time: 0.137, data_time: 0.000, loss: 1.4044 2022-11-02 18:20:05,566 - mmcls - INFO - Epoch [60][3500/5005] lr: 1.000e-02, eta: 7:42:44, time: 0.139, data_time: 0.000, loss: 1.4094 2022-11-02 18:20:19,371 - mmcls - INFO - Epoch [60][3600/5005] lr: 1.000e-02, eta: 7:42:30, time: 0.138, data_time: 0.000, loss: 1.4138 2022-11-02 18:20:33,298 - mmcls - INFO - Epoch [60][3700/5005] lr: 1.000e-02, eta: 7:42:16, time: 0.139, data_time: 0.000, loss: 1.4306 2022-11-02 18:20:47,060 - mmcls - INFO - Epoch [60][3800/5005] lr: 1.000e-02, eta: 7:42:03, time: 0.138, data_time: 0.000, loss: 1.4329 2022-11-02 18:21:00,841 - mmcls - INFO - Epoch [60][3900/5005] lr: 1.000e-02, eta: 7:41:49, time: 0.138, data_time: 0.000, loss: 1.4312 2022-11-02 18:21:14,710 - mmcls - INFO - Epoch [60][4000/5005] lr: 1.000e-02, eta: 7:41:35, time: 0.139, data_time: 0.000, loss: 1.4114 2022-11-02 18:21:28,630 - mmcls - INFO - Epoch [60][4100/5005] lr: 1.000e-02, eta: 7:41:22, time: 0.139, data_time: 0.000, loss: 1.4290 2022-11-02 18:21:42,375 - mmcls - INFO - Epoch [60][4200/5005] lr: 1.000e-02, eta: 7:41:08, time: 0.137, data_time: 0.000, loss: 1.4222 2022-11-02 18:21:56,150 - mmcls - INFO - Epoch [60][4300/5005] lr: 1.000e-02, eta: 7:40:54, time: 0.138, data_time: 0.000, loss: 1.4186 2022-11-02 18:22:09,942 - mmcls - INFO - Epoch [60][4400/5005] lr: 1.000e-02, eta: 7:40:40, time: 0.138, data_time: 0.000, loss: 1.4331 2022-11-02 18:22:23,840 - mmcls - INFO - Epoch [60][4500/5005] lr: 1.000e-02, eta: 7:40:27, time: 0.139, data_time: 0.001, loss: 1.4250 2022-11-02 18:22:37,622 - mmcls - INFO - Epoch [60][4600/5005] lr: 1.000e-02, eta: 7:40:13, time: 0.138, data_time: 0.000, loss: 1.4115 2022-11-02 18:22:51,293 - mmcls - INFO - Epoch [60][4700/5005] lr: 1.000e-02, eta: 7:39:59, time: 0.137, data_time: 0.000, loss: 1.4198 2022-11-02 18:23:05,120 - mmcls - INFO - Epoch [60][4800/5005] lr: 1.000e-02, eta: 7:39:45, time: 0.138, data_time: 0.000, loss: 1.4318 2022-11-02 18:23:18,920 - mmcls - INFO - Epoch [60][4900/5005] lr: 1.000e-02, eta: 7:39:32, time: 0.138, data_time: 0.000, loss: 1.4193 2022-11-02 18:23:32,777 - mmcls - INFO - Epoch [60][5000/5005] lr: 1.000e-02, eta: 7:39:18, time: 0.139, data_time: 0.000, loss: 1.4477 2022-11-02 18:23:33,441 - mmcls - INFO - Saving checkpoint at 60 epochs 2022-11-02 18:23:57,057 - mmcls - INFO - Epoch(val) [60][196] accuracy_top-1: 70.4040, accuracy_top-5: 89.9580 2022-11-02 18:24:12,964 - mmcls - INFO - Epoch [61][100/5005] lr: 1.000e-03, eta: 7:39:04, time: 0.159, data_time: 0.024, loss: 1.3656 2022-11-02 18:24:26,474 - mmcls - INFO - Epoch [61][200/5005] lr: 1.000e-03, eta: 7:38:50, time: 0.135, data_time: 0.000, loss: 1.2962 2022-11-02 18:24:40,248 - mmcls - INFO - Epoch [61][300/5005] lr: 1.000e-03, eta: 7:38:37, time: 0.138, data_time: 0.000, loss: 1.2853 2022-11-02 18:24:53,896 - mmcls - INFO - Epoch [61][400/5005] lr: 1.000e-03, eta: 7:38:23, time: 0.136, data_time: 0.000, loss: 1.2501 2022-11-02 18:25:07,725 - mmcls - INFO - Epoch [61][500/5005] lr: 1.000e-03, eta: 7:38:09, time: 0.138, data_time: 0.000, loss: 1.2638 2022-11-02 18:25:21,552 - mmcls - INFO - Epoch [61][600/5005] lr: 1.000e-03, eta: 7:37:55, time: 0.138, data_time: 0.000, loss: 1.2563 2022-11-02 18:25:35,329 - mmcls - INFO - Epoch [61][700/5005] lr: 1.000e-03, eta: 7:37:42, time: 0.138, data_time: 0.000, loss: 1.2337 2022-11-02 18:25:49,131 - mmcls - INFO - Epoch [61][800/5005] lr: 1.000e-03, eta: 7:37:28, time: 0.138, data_time: 0.000, loss: 1.2145 2022-11-02 18:26:02,872 - mmcls - INFO - Epoch [61][900/5005] lr: 1.000e-03, eta: 7:37:14, time: 0.137, data_time: 0.000, loss: 1.2151 2022-11-02 18:26:16,553 - mmcls - INFO - Epoch [61][1000/5005] lr: 1.000e-03, eta: 7:37:00, time: 0.137, data_time: 0.000, loss: 1.2030 2022-11-02 18:26:30,284 - mmcls - INFO - Epoch [61][1100/5005] lr: 1.000e-03, eta: 7:36:47, time: 0.137, data_time: 0.000, loss: 1.2235 2022-11-02 18:26:44,186 - mmcls - INFO - Epoch [61][1200/5005] lr: 1.000e-03, eta: 7:36:33, time: 0.139, data_time: 0.000, loss: 1.1971 2022-11-02 18:26:57,997 - mmcls - INFO - Epoch [61][1300/5005] lr: 1.000e-03, eta: 7:36:19, time: 0.138, data_time: 0.000, loss: 1.2246 2022-11-02 18:27:11,878 - mmcls - INFO - Epoch [61][1400/5005] lr: 1.000e-03, eta: 7:36:05, time: 0.139, data_time: 0.000, loss: 1.1977 2022-11-02 18:27:25,861 - mmcls - INFO - Epoch [61][1500/5005] lr: 1.000e-03, eta: 7:35:52, time: 0.140, data_time: 0.000, loss: 1.1849 2022-11-02 18:27:39,562 - mmcls - INFO - Epoch [61][1600/5005] lr: 1.000e-03, eta: 7:35:38, time: 0.137, data_time: 0.000, loss: 1.2106 2022-11-02 18:27:53,351 - mmcls - INFO - Epoch [61][1700/5005] lr: 1.000e-03, eta: 7:35:24, time: 0.138, data_time: 0.000, loss: 1.1980 2022-11-02 18:28:07,226 - mmcls - INFO - Epoch [61][1800/5005] lr: 1.000e-03, eta: 7:35:11, time: 0.139, data_time: 0.000, loss: 1.1793 2022-11-02 18:28:21,012 - mmcls - INFO - Epoch [61][1900/5005] lr: 1.000e-03, eta: 7:34:57, time: 0.138, data_time: 0.000, loss: 1.2193 2022-11-02 18:28:34,818 - mmcls - INFO - Epoch [61][2000/5005] lr: 1.000e-03, eta: 7:34:43, time: 0.138, data_time: 0.000, loss: 1.1912 2022-11-02 18:28:48,705 - mmcls - INFO - Epoch [61][2100/5005] lr: 1.000e-03, eta: 7:34:29, time: 0.139, data_time: 0.000, loss: 1.1871 2022-11-02 18:29:02,562 - mmcls - INFO - Epoch [61][2200/5005] lr: 1.000e-03, eta: 7:34:16, time: 0.139, data_time: 0.000, loss: 1.1989 2022-11-02 18:29:16,333 - mmcls - INFO - Epoch [61][2300/5005] lr: 1.000e-03, eta: 7:34:02, time: 0.138, data_time: 0.000, loss: 1.1833 2022-11-02 18:29:30,155 - mmcls - INFO - Epoch [61][2400/5005] lr: 1.000e-03, eta: 7:33:48, time: 0.138, data_time: 0.000, loss: 1.2069 2022-11-02 18:29:43,925 - mmcls - INFO - Epoch [61][2500/5005] lr: 1.000e-03, eta: 7:33:34, time: 0.138, data_time: 0.000, loss: 1.1991 2022-11-02 18:29:57,748 - mmcls - INFO - Epoch [61][2600/5005] lr: 1.000e-03, eta: 7:33:21, time: 0.138, data_time: 0.000, loss: 1.2032 2022-11-02 18:30:11,427 - mmcls - INFO - Epoch [61][2700/5005] lr: 1.000e-03, eta: 7:33:07, time: 0.137, data_time: 0.000, loss: 1.1802 2022-11-02 18:30:25,210 - mmcls - INFO - Epoch [61][2800/5005] lr: 1.000e-03, eta: 7:32:53, time: 0.138, data_time: 0.000, loss: 1.2039 2022-11-02 18:30:38,914 - mmcls - INFO - Epoch [61][2900/5005] lr: 1.000e-03, eta: 7:32:39, time: 0.137, data_time: 0.000, loss: 1.1768 2022-11-02 18:30:52,776 - mmcls - INFO - Epoch [61][3000/5005] lr: 1.000e-03, eta: 7:32:26, time: 0.139, data_time: 0.000, loss: 1.1842 2022-11-02 18:31:06,618 - mmcls - INFO - Epoch [61][3100/5005] lr: 1.000e-03, eta: 7:32:12, time: 0.138, data_time: 0.000, loss: 1.1577 2022-11-02 18:31:20,509 - mmcls - INFO - Epoch [61][3200/5005] lr: 1.000e-03, eta: 7:31:58, time: 0.139, data_time: 0.000, loss: 1.1844 2022-11-02 18:31:34,408 - mmcls - INFO - Epoch [61][3300/5005] lr: 1.000e-03, eta: 7:31:44, time: 0.139, data_time: 0.000, loss: 1.1686 2022-11-02 18:31:48,129 - mmcls - INFO - Epoch [61][3400/5005] lr: 1.000e-03, eta: 7:31:31, time: 0.137, data_time: 0.000, loss: 1.1821 2022-11-02 18:32:01,979 - mmcls - INFO - Epoch [61][3500/5005] lr: 1.000e-03, eta: 7:31:17, time: 0.138, data_time: 0.000, loss: 1.1689 2022-11-02 18:32:15,743 - mmcls - INFO - Epoch [61][3600/5005] lr: 1.000e-03, eta: 7:31:03, time: 0.138, data_time: 0.000, loss: 1.1905 2022-11-02 18:32:29,470 - mmcls - INFO - Epoch [61][3700/5005] lr: 1.000e-03, eta: 7:30:49, time: 0.137, data_time: 0.000, loss: 1.1772 2022-11-02 18:32:43,283 - mmcls - INFO - Epoch [61][3800/5005] lr: 1.000e-03, eta: 7:30:36, time: 0.138, data_time: 0.000, loss: 1.1890 2022-11-02 18:32:57,059 - mmcls - INFO - Epoch [61][3900/5005] lr: 1.000e-03, eta: 7:30:22, time: 0.138, data_time: 0.000, loss: 1.1562 2022-11-02 18:33:10,929 - mmcls - INFO - Epoch [61][4000/5005] lr: 1.000e-03, eta: 7:30:08, time: 0.139, data_time: 0.001, loss: 1.1850 2022-11-02 18:33:24,472 - mmcls - INFO - Epoch [61][4100/5005] lr: 1.000e-03, eta: 7:29:54, time: 0.135, data_time: 0.000, loss: 1.1777 2022-11-02 18:33:38,223 - mmcls - INFO - Epoch [61][4200/5005] lr: 1.000e-03, eta: 7:29:41, time: 0.138, data_time: 0.000, loss: 1.1770 2022-11-02 18:33:51,945 - mmcls - INFO - Epoch [61][4300/5005] lr: 1.000e-03, eta: 7:29:27, time: 0.137, data_time: 0.000, loss: 1.1822 2022-11-02 18:34:05,691 - mmcls - INFO - Epoch [61][4400/5005] lr: 1.000e-03, eta: 7:29:13, time: 0.137, data_time: 0.000, loss: 1.1634 2022-11-02 18:34:19,464 - mmcls - INFO - Epoch [61][4500/5005] lr: 1.000e-03, eta: 7:28:59, time: 0.138, data_time: 0.000, loss: 1.1669 2022-11-02 18:34:33,155 - mmcls - INFO - Epoch [61][4600/5005] lr: 1.000e-03, eta: 7:28:45, time: 0.137, data_time: 0.000, loss: 1.1732 2022-11-02 18:34:46,864 - mmcls - INFO - Epoch [61][4700/5005] lr: 1.000e-03, eta: 7:28:32, time: 0.137, data_time: 0.000, loss: 1.1612 2022-11-02 18:35:00,628 - mmcls - INFO - Epoch [61][4800/5005] lr: 1.000e-03, eta: 7:28:18, time: 0.138, data_time: 0.000, loss: 1.1722 2022-11-02 18:35:14,361 - mmcls - INFO - Epoch [61][4900/5005] lr: 1.000e-03, eta: 7:28:04, time: 0.137, data_time: 0.000, loss: 1.1824 2022-11-02 18:35:28,194 - mmcls - INFO - Epoch [61][5000/5005] lr: 1.000e-03, eta: 7:27:50, time: 0.138, data_time: 0.000, loss: 1.1646 2022-11-02 18:35:28,865 - mmcls - INFO - Saving checkpoint at 61 epochs 2022-11-02 18:35:52,118 - mmcls - INFO - Epoch(val) [61][196] accuracy_top-1: 74.4380, accuracy_top-5: 92.1260 2022-11-02 18:36:08,201 - mmcls - INFO - Epoch [62][100/5005] lr: 1.000e-03, eta: 7:27:37, time: 0.161, data_time: 0.024, loss: 1.1506 2022-11-02 18:36:21,785 - mmcls - INFO - Epoch [62][200/5005] lr: 1.000e-03, eta: 7:27:23, time: 0.136, data_time: 0.000, loss: 1.1616 2022-11-02 18:36:35,386 - mmcls - INFO - Epoch [62][300/5005] lr: 1.000e-03, eta: 7:27:09, time: 0.136, data_time: 0.000, loss: 1.1559 2022-11-02 18:36:49,013 - mmcls - INFO - Epoch [62][400/5005] lr: 1.000e-03, eta: 7:26:55, time: 0.136, data_time: 0.000, loss: 1.1648 2022-11-02 18:37:02,765 - mmcls - INFO - Epoch [62][500/5005] lr: 1.000e-03, eta: 7:26:42, time: 0.138, data_time: 0.000, loss: 1.1649 2022-11-02 18:37:16,558 - mmcls - INFO - Epoch [62][600/5005] lr: 1.000e-03, eta: 7:26:28, time: 0.138, data_time: 0.000, loss: 1.1415 2022-11-02 18:37:30,412 - mmcls - INFO - Epoch [62][700/5005] lr: 1.000e-03, eta: 7:26:14, time: 0.139, data_time: 0.000, loss: 1.1588 2022-11-02 18:37:44,176 - mmcls - INFO - Epoch [62][800/5005] lr: 1.000e-03, eta: 7:26:00, time: 0.138, data_time: 0.000, loss: 1.1376 2022-11-02 18:37:58,097 - mmcls - INFO - Epoch [62][900/5005] lr: 1.000e-03, eta: 7:25:47, time: 0.139, data_time: 0.000, loss: 1.1595 2022-11-02 18:38:11,882 - mmcls - INFO - Epoch [62][1000/5005] lr: 1.000e-03, eta: 7:25:33, time: 0.138, data_time: 0.000, loss: 1.1502 2022-11-02 18:38:25,819 - mmcls - INFO - Epoch [62][1100/5005] lr: 1.000e-03, eta: 7:25:19, time: 0.139, data_time: 0.000, loss: 1.1608 2022-11-02 18:38:39,519 - mmcls - INFO - Epoch [62][1200/5005] lr: 1.000e-03, eta: 7:25:05, time: 0.137, data_time: 0.000, loss: 1.1332 2022-11-02 18:38:53,374 - mmcls - INFO - Epoch [62][1300/5005] lr: 1.000e-03, eta: 7:24:52, time: 0.139, data_time: 0.000, loss: 1.1525 2022-11-02 18:39:07,154 - mmcls - INFO - Epoch [62][1400/5005] lr: 1.000e-03, eta: 7:24:38, time: 0.138, data_time: 0.000, loss: 1.1387 2022-11-02 18:39:21,039 - mmcls - INFO - Epoch [62][1500/5005] lr: 1.000e-03, eta: 7:24:24, time: 0.139, data_time: 0.000, loss: 1.1403 2022-11-02 18:39:34,738 - mmcls - INFO - Epoch [62][1600/5005] lr: 1.000e-03, eta: 7:24:10, time: 0.137, data_time: 0.000, loss: 1.1373 2022-11-02 18:39:48,478 - mmcls - INFO - Epoch [62][1700/5005] lr: 1.000e-03, eta: 7:23:57, time: 0.137, data_time: 0.000, loss: 1.1525 2022-11-02 18:40:02,165 - mmcls - INFO - Epoch [62][1800/5005] lr: 1.000e-03, eta: 7:23:43, time: 0.137, data_time: 0.000, loss: 1.1643 2022-11-02 18:40:16,015 - mmcls - INFO - Epoch [62][1900/5005] lr: 1.000e-03, eta: 7:23:29, time: 0.138, data_time: 0.000, loss: 1.1383 2022-11-02 18:40:29,934 - mmcls - INFO - Epoch [62][2000/5005] lr: 1.000e-03, eta: 7:23:15, time: 0.139, data_time: 0.000, loss: 1.1551 2022-11-02 18:40:43,724 - mmcls - INFO - Epoch [62][2100/5005] lr: 1.000e-03, eta: 7:23:02, time: 0.138, data_time: 0.000, loss: 1.1440 2022-11-02 18:40:57,472 - mmcls - INFO - Epoch [62][2200/5005] lr: 1.000e-03, eta: 7:22:48, time: 0.137, data_time: 0.000, loss: 1.1384 2022-11-02 18:41:11,411 - mmcls - INFO - Epoch [62][2300/5005] lr: 1.000e-03, eta: 7:22:34, time: 0.139, data_time: 0.000, loss: 1.1477 2022-11-02 18:41:25,262 - mmcls - INFO - Epoch [62][2400/5005] lr: 1.000e-03, eta: 7:22:21, time: 0.138, data_time: 0.000, loss: 1.1490 2022-11-02 18:41:39,001 - mmcls - INFO - Epoch [62][2500/5005] lr: 1.000e-03, eta: 7:22:07, time: 0.137, data_time: 0.000, loss: 1.1582 2022-11-02 18:41:53,031 - mmcls - INFO - Epoch [62][2600/5005] lr: 1.000e-03, eta: 7:21:53, time: 0.140, data_time: 0.000, loss: 1.1406 2022-11-02 18:42:06,952 - mmcls - INFO - Epoch [62][2700/5005] lr: 1.000e-03, eta: 7:21:39, time: 0.139, data_time: 0.000, loss: 1.1524 2022-11-02 18:42:20,646 - mmcls - INFO - Epoch [62][2800/5005] lr: 1.000e-03, eta: 7:21:26, time: 0.137, data_time: 0.000, loss: 1.1497 2022-11-02 18:42:34,265 - mmcls - INFO - Epoch [62][2900/5005] lr: 1.000e-03, eta: 7:21:12, time: 0.136, data_time: 0.000, loss: 1.1223 2022-11-02 18:42:48,124 - mmcls - INFO - Epoch [62][3000/5005] lr: 1.000e-03, eta: 7:20:58, time: 0.139, data_time: 0.000, loss: 1.1213 2022-11-02 18:43:01,792 - mmcls - INFO - Epoch [62][3100/5005] lr: 1.000e-03, eta: 7:20:44, time: 0.137, data_time: 0.000, loss: 1.1268 2022-11-02 18:43:15,589 - mmcls - INFO - Epoch [62][3200/5005] lr: 1.000e-03, eta: 7:20:31, time: 0.138, data_time: 0.000, loss: 1.1437 2022-11-02 18:43:29,300 - mmcls - INFO - Epoch [62][3300/5005] lr: 1.000e-03, eta: 7:20:17, time: 0.137, data_time: 0.000, loss: 1.1445 2022-11-02 18:43:43,030 - mmcls - INFO - Epoch [62][3400/5005] lr: 1.000e-03, eta: 7:20:03, time: 0.137, data_time: 0.000, loss: 1.1431 2022-11-02 18:43:56,833 - mmcls - INFO - Epoch [62][3500/5005] lr: 1.000e-03, eta: 7:19:49, time: 0.138, data_time: 0.000, loss: 1.1275 2022-11-02 18:44:10,581 - mmcls - INFO - Epoch [62][3600/5005] lr: 1.000e-03, eta: 7:19:35, time: 0.137, data_time: 0.000, loss: 1.1672 2022-11-02 18:44:24,335 - mmcls - INFO - Epoch [62][3700/5005] lr: 1.000e-03, eta: 7:19:22, time: 0.138, data_time: 0.000, loss: 1.1207 2022-11-02 18:44:38,210 - mmcls - INFO - Epoch [62][3800/5005] lr: 1.000e-03, eta: 7:19:08, time: 0.139, data_time: 0.000, loss: 1.1381 2022-11-02 18:44:52,040 - mmcls - INFO - Epoch [62][3900/5005] lr: 1.000e-03, eta: 7:18:54, time: 0.138, data_time: 0.000, loss: 1.1255 2022-11-02 18:45:05,806 - mmcls - INFO - Epoch [62][4000/5005] lr: 1.000e-03, eta: 7:18:40, time: 0.138, data_time: 0.000, loss: 1.1480 2022-11-02 18:45:19,588 - mmcls - INFO - Epoch [62][4100/5005] lr: 1.000e-03, eta: 7:18:27, time: 0.138, data_time: 0.000, loss: 1.1467 2022-11-02 18:45:33,629 - mmcls - INFO - Epoch [62][4200/5005] lr: 1.000e-03, eta: 7:18:13, time: 0.140, data_time: 0.000, loss: 1.1623 2022-11-02 18:45:47,416 - mmcls - INFO - Epoch [62][4300/5005] lr: 1.000e-03, eta: 7:17:59, time: 0.138, data_time: 0.000, loss: 1.1530 2022-11-02 18:46:01,287 - mmcls - INFO - Epoch [62][4400/5005] lr: 1.000e-03, eta: 7:17:46, time: 0.139, data_time: 0.000, loss: 1.1481 2022-11-02 18:46:15,300 - mmcls - INFO - Epoch [62][4500/5005] lr: 1.000e-03, eta: 7:17:32, time: 0.140, data_time: 0.000, loss: 1.1464 2022-11-02 18:46:29,080 - mmcls - INFO - Epoch [62][4600/5005] lr: 1.000e-03, eta: 7:17:18, time: 0.138, data_time: 0.000, loss: 1.1257 2022-11-02 18:46:43,069 - mmcls - INFO - Epoch [62][4700/5005] lr: 1.000e-03, eta: 7:17:05, time: 0.140, data_time: 0.000, loss: 1.1505 2022-11-02 18:46:56,738 - mmcls - INFO - Epoch [62][4800/5005] lr: 1.000e-03, eta: 7:16:51, time: 0.137, data_time: 0.000, loss: 1.1317 2022-11-02 18:47:10,662 - mmcls - INFO - Epoch [62][4900/5005] lr: 1.000e-03, eta: 7:16:37, time: 0.139, data_time: 0.000, loss: 1.1420 2022-11-02 18:47:24,506 - mmcls - INFO - Epoch [62][5000/5005] lr: 1.000e-03, eta: 7:16:23, time: 0.138, data_time: 0.000, loss: 1.1589 2022-11-02 18:47:25,188 - mmcls - INFO - Saving checkpoint at 62 epochs 2022-11-02 18:47:48,746 - mmcls - INFO - Epoch(val) [62][196] accuracy_top-1: 74.7600, accuracy_top-5: 92.4420 2022-11-02 18:48:04,691 - mmcls - INFO - Epoch [63][100/5005] lr: 1.000e-03, eta: 7:16:10, time: 0.159, data_time: 0.025, loss: 1.1254 2022-11-02 18:48:18,386 - mmcls - INFO - Epoch [63][200/5005] lr: 1.000e-03, eta: 7:15:56, time: 0.137, data_time: 0.000, loss: 1.1109 2022-11-02 18:48:32,184 - mmcls - INFO - Epoch [63][300/5005] lr: 1.000e-03, eta: 7:15:42, time: 0.138, data_time: 0.000, loss: 1.1202 2022-11-02 18:48:45,777 - mmcls - INFO - Epoch [63][400/5005] lr: 1.000e-03, eta: 7:15:28, time: 0.136, data_time: 0.000, loss: 1.1208 2022-11-02 18:48:59,434 - mmcls - INFO - Epoch [63][500/5005] lr: 1.000e-03, eta: 7:15:15, time: 0.137, data_time: 0.000, loss: 1.1231 2022-11-02 18:49:13,338 - mmcls - INFO - Epoch [63][600/5005] lr: 1.000e-03, eta: 7:15:01, time: 0.139, data_time: 0.000, loss: 1.1111 2022-11-02 18:49:27,243 - mmcls - INFO - Epoch [63][700/5005] lr: 1.000e-03, eta: 7:14:47, time: 0.139, data_time: 0.000, loss: 1.1383 2022-11-02 18:49:40,962 - mmcls - INFO - Epoch [63][800/5005] lr: 1.000e-03, eta: 7:14:33, time: 0.137, data_time: 0.000, loss: 1.1329 2022-11-02 18:49:54,808 - mmcls - INFO - Epoch [63][900/5005] lr: 1.000e-03, eta: 7:14:20, time: 0.138, data_time: 0.000, loss: 1.1283 2022-11-02 18:50:08,506 - mmcls - INFO - Epoch [63][1000/5005] lr: 1.000e-03, eta: 7:14:06, time: 0.137, data_time: 0.000, loss: 1.1326 2022-11-02 18:50:22,376 - mmcls - INFO - Epoch [63][1100/5005] lr: 1.000e-03, eta: 7:13:52, time: 0.139, data_time: 0.000, loss: 1.1179 2022-11-02 18:50:36,255 - mmcls - INFO - Epoch [63][1200/5005] lr: 1.000e-03, eta: 7:13:38, time: 0.139, data_time: 0.000, loss: 1.1225 2022-11-02 18:50:50,046 - mmcls - INFO - Epoch [63][1300/5005] lr: 1.000e-03, eta: 7:13:25, time: 0.138, data_time: 0.000, loss: 1.1096 2022-11-02 18:51:03,881 - mmcls - INFO - Epoch [63][1400/5005] lr: 1.000e-03, eta: 7:13:11, time: 0.138, data_time: 0.000, loss: 1.1354 2022-11-02 18:51:17,693 - mmcls - INFO - Epoch [63][1500/5005] lr: 1.000e-03, eta: 7:12:57, time: 0.138, data_time: 0.000, loss: 1.1353 2022-11-02 18:51:31,464 - mmcls - INFO - Epoch [63][1600/5005] lr: 1.000e-03, eta: 7:12:43, time: 0.138, data_time: 0.000, loss: 1.1024 2022-11-02 18:51:45,301 - mmcls - INFO - Epoch [63][1700/5005] lr: 1.000e-03, eta: 7:12:30, time: 0.138, data_time: 0.000, loss: 1.1219 2022-11-02 18:51:59,134 - mmcls - INFO - Epoch [63][1800/5005] lr: 1.000e-03, eta: 7:12:16, time: 0.138, data_time: 0.000, loss: 1.1364 2022-11-02 18:52:13,026 - mmcls - INFO - Epoch [63][1900/5005] lr: 1.000e-03, eta: 7:12:02, time: 0.139, data_time: 0.000, loss: 1.1352 2022-11-02 18:52:26,825 - mmcls - INFO - Epoch [63][2000/5005] lr: 1.000e-03, eta: 7:11:49, time: 0.138, data_time: 0.000, loss: 1.1232 2022-11-02 18:52:40,764 - mmcls - INFO - Epoch [63][2100/5005] lr: 1.000e-03, eta: 7:11:35, time: 0.139, data_time: 0.000, loss: 1.0981 2022-11-02 18:52:54,555 - mmcls - INFO - Epoch [63][2200/5005] lr: 1.000e-03, eta: 7:11:21, time: 0.138, data_time: 0.000, loss: 1.1333 2022-11-02 18:53:08,367 - mmcls - INFO - Epoch [63][2300/5005] lr: 1.000e-03, eta: 7:11:07, time: 0.138, data_time: 0.000, loss: 1.1247 2022-11-02 18:53:22,205 - mmcls - INFO - Epoch [63][2400/5005] lr: 1.000e-03, eta: 7:10:54, time: 0.138, data_time: 0.000, loss: 1.1173 2022-11-02 18:53:36,018 - mmcls - INFO - Epoch [63][2500/5005] lr: 1.000e-03, eta: 7:10:40, time: 0.138, data_time: 0.000, loss: 1.1148 2022-11-02 18:53:49,786 - mmcls - INFO - Epoch [63][2600/5005] lr: 1.000e-03, eta: 7:10:26, time: 0.138, data_time: 0.000, loss: 1.1218 2022-11-02 18:54:03,614 - mmcls - INFO - Epoch [63][2700/5005] lr: 1.000e-03, eta: 7:10:12, time: 0.138, data_time: 0.000, loss: 1.1195 2022-11-02 18:54:17,543 - mmcls - INFO - Epoch [63][2800/5005] lr: 1.000e-03, eta: 7:09:59, time: 0.139, data_time: 0.000, loss: 1.1164 2022-11-02 18:54:31,427 - mmcls - INFO - Epoch [63][2900/5005] lr: 1.000e-03, eta: 7:09:45, time: 0.139, data_time: 0.000, loss: 1.0927 2022-11-02 18:54:45,123 - mmcls - INFO - Epoch [63][3000/5005] lr: 1.000e-03, eta: 7:09:31, time: 0.137, data_time: 0.000, loss: 1.1341 2022-11-02 18:54:59,020 - mmcls - INFO - Epoch [63][3100/5005] lr: 1.000e-03, eta: 7:09:18, time: 0.139, data_time: 0.000, loss: 1.1228 2022-11-02 18:55:12,780 - mmcls - INFO - Epoch [63][3200/5005] lr: 1.000e-03, eta: 7:09:04, time: 0.138, data_time: 0.000, loss: 1.1184 2022-11-02 18:55:26,821 - mmcls - INFO - Epoch [63][3300/5005] lr: 1.000e-03, eta: 7:08:50, time: 0.140, data_time: 0.000, loss: 1.1326 2022-11-02 18:55:40,684 - mmcls - INFO - Epoch [63][3400/5005] lr: 1.000e-03, eta: 7:08:36, time: 0.139, data_time: 0.000, loss: 1.1245 2022-11-02 18:55:54,728 - mmcls - INFO - Epoch [63][3500/5005] lr: 1.000e-03, eta: 7:08:23, time: 0.140, data_time: 0.000, loss: 1.1177 2022-11-02 18:56:08,431 - mmcls - INFO - Epoch [63][3600/5005] lr: 1.000e-03, eta: 7:08:09, time: 0.137, data_time: 0.000, loss: 1.1271 2022-11-02 18:56:22,188 - mmcls - INFO - Epoch [63][3700/5005] lr: 1.000e-03, eta: 7:07:55, time: 0.138, data_time: 0.000, loss: 1.1270 2022-11-02 18:56:35,965 - mmcls - INFO - Epoch [63][3800/5005] lr: 1.000e-03, eta: 7:07:42, time: 0.138, data_time: 0.000, loss: 1.1637 2022-11-02 18:56:49,848 - mmcls - INFO - Epoch [63][3900/5005] lr: 1.000e-03, eta: 7:07:28, time: 0.139, data_time: 0.000, loss: 1.1453 2022-11-02 18:57:03,550 - mmcls - INFO - Epoch [63][4000/5005] lr: 1.000e-03, eta: 7:07:14, time: 0.137, data_time: 0.000, loss: 1.1094 2022-11-02 18:57:17,234 - mmcls - INFO - Epoch [63][4100/5005] lr: 1.000e-03, eta: 7:07:00, time: 0.137, data_time: 0.000, loss: 1.1293 2022-11-02 18:57:31,074 - mmcls - INFO - Epoch [63][4200/5005] lr: 1.000e-03, eta: 7:06:46, time: 0.138, data_time: 0.000, loss: 1.1209 2022-11-02 18:57:44,931 - mmcls - INFO - Epoch [63][4300/5005] lr: 1.000e-03, eta: 7:06:33, time: 0.139, data_time: 0.000, loss: 1.1354 2022-11-02 18:57:58,846 - mmcls - INFO - Epoch [63][4400/5005] lr: 1.000e-03, eta: 7:06:19, time: 0.139, data_time: 0.000, loss: 1.1357 2022-11-02 18:58:12,830 - mmcls - INFO - Epoch [63][4500/5005] lr: 1.000e-03, eta: 7:06:05, time: 0.140, data_time: 0.000, loss: 1.1367 2022-11-02 18:58:26,624 - mmcls - INFO - Epoch [63][4600/5005] lr: 1.000e-03, eta: 7:05:52, time: 0.138, data_time: 0.000, loss: 1.1144 2022-11-02 18:58:40,364 - mmcls - INFO - Epoch [63][4700/5005] lr: 1.000e-03, eta: 7:05:38, time: 0.137, data_time: 0.000, loss: 1.1316 2022-11-02 18:58:54,146 - mmcls - INFO - Epoch [63][4800/5005] lr: 1.000e-03, eta: 7:05:24, time: 0.138, data_time: 0.000, loss: 1.1146 2022-11-02 18:59:07,992 - mmcls - INFO - Epoch [63][4900/5005] lr: 1.000e-03, eta: 7:05:10, time: 0.138, data_time: 0.000, loss: 1.1129 2022-11-02 18:59:21,799 - mmcls - INFO - Epoch [63][5000/5005] lr: 1.000e-03, eta: 7:04:57, time: 0.138, data_time: 0.000, loss: 1.1133 2022-11-02 18:59:22,478 - mmcls - INFO - Saving checkpoint at 63 epochs 2022-11-02 18:59:45,991 - mmcls - INFO - Epoch(val) [63][196] accuracy_top-1: 74.9920, accuracy_top-5: 92.4500 2022-11-02 19:00:01,749 - mmcls - INFO - Epoch [64][100/5005] lr: 1.000e-03, eta: 7:04:43, time: 0.158, data_time: 0.024, loss: 1.1140 2022-11-02 19:00:15,426 - mmcls - INFO - Epoch [64][200/5005] lr: 1.000e-03, eta: 7:04:29, time: 0.137, data_time: 0.000, loss: 1.0978 2022-11-02 19:00:29,140 - mmcls - INFO - Epoch [64][300/5005] lr: 1.000e-03, eta: 7:04:15, time: 0.137, data_time: 0.000, loss: 1.1134 2022-11-02 19:00:42,803 - mmcls - INFO - Epoch [64][400/5005] lr: 1.000e-03, eta: 7:04:02, time: 0.137, data_time: 0.000, loss: 1.1039 2022-11-02 19:00:56,659 - mmcls - INFO - Epoch [64][500/5005] lr: 1.000e-03, eta: 7:03:48, time: 0.139, data_time: 0.000, loss: 1.1244 2022-11-02 19:01:10,397 - mmcls - INFO - Epoch [64][600/5005] lr: 1.000e-03, eta: 7:03:34, time: 0.137, data_time: 0.000, loss: 1.1080 2022-11-02 19:01:24,358 - mmcls - INFO - Epoch [64][700/5005] lr: 1.000e-03, eta: 7:03:20, time: 0.140, data_time: 0.000, loss: 1.1012 2022-11-02 19:01:38,280 - mmcls - INFO - Epoch [64][800/5005] lr: 1.000e-03, eta: 7:03:07, time: 0.139, data_time: 0.000, loss: 1.0999 2022-11-02 19:01:52,288 - mmcls - INFO - Epoch [64][900/5005] lr: 1.000e-03, eta: 7:02:53, time: 0.140, data_time: 0.000, loss: 1.1041 2022-11-02 19:02:06,083 - mmcls - INFO - Epoch [64][1000/5005] lr: 1.000e-03, eta: 7:02:39, time: 0.138, data_time: 0.002, loss: 1.1019 2022-11-02 19:02:19,822 - mmcls - INFO - Epoch [64][1100/5005] lr: 1.000e-03, eta: 7:02:26, time: 0.137, data_time: 0.000, loss: 1.1133 2022-11-02 19:02:33,680 - mmcls - INFO - Epoch [64][1200/5005] lr: 1.000e-03, eta: 7:02:12, time: 0.139, data_time: 0.000, loss: 1.1189 2022-11-02 19:02:47,605 - mmcls - INFO - Epoch [64][1300/5005] lr: 1.000e-03, eta: 7:01:58, time: 0.139, data_time: 0.000, loss: 1.1088 2022-11-02 19:03:01,381 - mmcls - INFO - Epoch [64][1400/5005] lr: 1.000e-03, eta: 7:01:44, time: 0.138, data_time: 0.000, loss: 1.0969 2022-11-02 19:03:15,194 - mmcls - INFO - Epoch [64][1500/5005] lr: 1.000e-03, eta: 7:01:31, time: 0.138, data_time: 0.000, loss: 1.1158 2022-11-02 19:03:28,979 - mmcls - INFO - Epoch [64][1600/5005] lr: 1.000e-03, eta: 7:01:17, time: 0.138, data_time: 0.000, loss: 1.1048 2022-11-02 19:03:42,798 - mmcls - INFO - Epoch [64][1700/5005] lr: 1.000e-03, eta: 7:01:03, time: 0.138, data_time: 0.000, loss: 1.0984 2022-11-02 19:03:56,709 - mmcls - INFO - Epoch [64][1800/5005] lr: 1.000e-03, eta: 7:00:49, time: 0.139, data_time: 0.000, loss: 1.1005 2022-11-02 19:04:10,581 - mmcls - INFO - Epoch [64][1900/5005] lr: 1.000e-03, eta: 7:00:36, time: 0.139, data_time: 0.000, loss: 1.0862 2022-11-02 19:04:24,484 - mmcls - INFO - Epoch [64][2000/5005] lr: 1.000e-03, eta: 7:00:22, time: 0.139, data_time: 0.000, loss: 1.1081 2022-11-02 19:04:38,384 - mmcls - INFO - Epoch [64][2100/5005] lr: 1.000e-03, eta: 7:00:08, time: 0.139, data_time: 0.000, loss: 1.0944 2022-11-02 19:04:52,225 - mmcls - INFO - Epoch [64][2200/5005] lr: 1.000e-03, eta: 6:59:55, time: 0.138, data_time: 0.000, loss: 1.1193 2022-11-02 19:05:05,896 - mmcls - INFO - Epoch [64][2300/5005] lr: 1.000e-03, eta: 6:59:41, time: 0.137, data_time: 0.000, loss: 1.1091 2022-11-02 19:05:19,649 - mmcls - INFO - Epoch [64][2400/5005] lr: 1.000e-03, eta: 6:59:27, time: 0.138, data_time: 0.000, loss: 1.1017 2022-11-02 19:05:33,372 - mmcls - INFO - Epoch [64][2500/5005] lr: 1.000e-03, eta: 6:59:13, time: 0.137, data_time: 0.000, loss: 1.1239 2022-11-02 19:05:47,212 - mmcls - INFO - Epoch [64][2600/5005] lr: 1.000e-03, eta: 6:58:59, time: 0.138, data_time: 0.000, loss: 1.1358 2022-11-02 19:06:01,058 - mmcls - INFO - Epoch [64][2700/5005] lr: 1.000e-03, eta: 6:58:46, time: 0.138, data_time: 0.000, loss: 1.1282 2022-11-02 19:06:14,880 - mmcls - INFO - Epoch [64][2800/5005] lr: 1.000e-03, eta: 6:58:32, time: 0.138, data_time: 0.000, loss: 1.0933 2022-11-02 19:06:28,783 - mmcls - INFO - Epoch [64][2900/5005] lr: 1.000e-03, eta: 6:58:18, time: 0.139, data_time: 0.000, loss: 1.1002 2022-11-02 19:06:42,696 - mmcls - INFO - Epoch [64][3000/5005] lr: 1.000e-03, eta: 6:58:05, time: 0.139, data_time: 0.000, loss: 1.1199 2022-11-02 19:06:56,497 - mmcls - INFO - Epoch [64][3100/5005] lr: 1.000e-03, eta: 6:57:51, time: 0.138, data_time: 0.000, loss: 1.1058 2022-11-02 19:07:10,345 - mmcls - INFO - Epoch [64][3200/5005] lr: 1.000e-03, eta: 6:57:37, time: 0.138, data_time: 0.000, loss: 1.1038 2022-11-02 19:07:24,200 - mmcls - INFO - Epoch [64][3300/5005] lr: 1.000e-03, eta: 6:57:23, time: 0.139, data_time: 0.000, loss: 1.1206 2022-11-02 19:07:38,047 - mmcls - INFO - Epoch [64][3400/5005] lr: 1.000e-03, eta: 6:57:10, time: 0.138, data_time: 0.000, loss: 1.1225 2022-11-02 19:07:51,827 - mmcls - INFO - Epoch [64][3500/5005] lr: 1.000e-03, eta: 6:56:56, time: 0.138, data_time: 0.000, loss: 1.1053 2022-11-02 19:08:05,638 - mmcls - INFO - Epoch [64][3600/5005] lr: 1.000e-03, eta: 6:56:42, time: 0.138, data_time: 0.000, loss: 1.1253 2022-11-02 19:08:19,438 - mmcls - INFO - Epoch [64][3700/5005] lr: 1.000e-03, eta: 6:56:28, time: 0.138, data_time: 0.000, loss: 1.1110 2022-11-02 19:08:33,199 - mmcls - INFO - Epoch [64][3800/5005] lr: 1.000e-03, eta: 6:56:15, time: 0.138, data_time: 0.000, loss: 1.1258 2022-11-02 19:08:46,976 - mmcls - INFO - Epoch [64][3900/5005] lr: 1.000e-03, eta: 6:56:01, time: 0.138, data_time: 0.000, loss: 1.1170 2022-11-02 19:09:00,878 - mmcls - INFO - Epoch [64][4000/5005] lr: 1.000e-03, eta: 6:55:47, time: 0.139, data_time: 0.000, loss: 1.1123 2022-11-02 19:09:14,741 - mmcls - INFO - Epoch [64][4100/5005] lr: 1.000e-03, eta: 6:55:33, time: 0.139, data_time: 0.000, loss: 1.1085 2022-11-02 19:09:28,562 - mmcls - INFO - Epoch [64][4200/5005] lr: 1.000e-03, eta: 6:55:20, time: 0.138, data_time: 0.000, loss: 1.1026 2022-11-02 19:09:42,444 - mmcls - INFO - Epoch [64][4300/5005] lr: 1.000e-03, eta: 6:55:06, time: 0.139, data_time: 0.000, loss: 1.1067 2022-11-02 19:09:56,179 - mmcls - INFO - Epoch [64][4400/5005] lr: 1.000e-03, eta: 6:54:52, time: 0.137, data_time: 0.000, loss: 1.1138 2022-11-02 19:10:09,956 - mmcls - INFO - Epoch [64][4500/5005] lr: 1.000e-03, eta: 6:54:38, time: 0.138, data_time: 0.000, loss: 1.1286 2022-11-02 19:10:23,690 - mmcls - INFO - Epoch [64][4600/5005] lr: 1.000e-03, eta: 6:54:25, time: 0.137, data_time: 0.000, loss: 1.1065 2022-11-02 19:10:37,426 - mmcls - INFO - Epoch [64][4700/5005] lr: 1.000e-03, eta: 6:54:11, time: 0.137, data_time: 0.000, loss: 1.1053 2022-11-02 19:10:51,238 - mmcls - INFO - Epoch [64][4800/5005] lr: 1.000e-03, eta: 6:53:57, time: 0.138, data_time: 0.000, loss: 1.1187 2022-11-02 19:11:05,016 - mmcls - INFO - Epoch [64][4900/5005] lr: 1.000e-03, eta: 6:53:43, time: 0.138, data_time: 0.000, loss: 1.1261 2022-11-02 19:11:18,782 - mmcls - INFO - Epoch [64][5000/5005] lr: 1.000e-03, eta: 6:53:30, time: 0.138, data_time: 0.000, loss: 1.1207 2022-11-02 19:11:19,465 - mmcls - INFO - Saving checkpoint at 64 epochs 2022-11-02 19:11:42,823 - mmcls - INFO - Epoch(val) [64][196] accuracy_top-1: 75.1460, accuracy_top-5: 92.5120 2022-11-02 19:11:58,483 - mmcls - INFO - Epoch [65][100/5005] lr: 1.000e-03, eta: 6:53:16, time: 0.157, data_time: 0.024, loss: 1.1060 2022-11-02 19:12:11,991 - mmcls - INFO - Epoch [65][200/5005] lr: 1.000e-03, eta: 6:53:02, time: 0.135, data_time: 0.000, loss: 1.1023 2022-11-02 19:12:25,410 - mmcls - INFO - Epoch [65][300/5005] lr: 1.000e-03, eta: 6:52:48, time: 0.134, data_time: 0.000, loss: 1.0886 2022-11-02 19:12:38,920 - mmcls - INFO - Epoch [65][400/5005] lr: 1.000e-03, eta: 6:52:34, time: 0.135, data_time: 0.000, loss: 1.1164 2022-11-02 19:12:52,626 - mmcls - INFO - Epoch [65][500/5005] lr: 1.000e-03, eta: 6:52:20, time: 0.137, data_time: 0.000, loss: 1.0905 2022-11-02 19:13:06,397 - mmcls - INFO - Epoch [65][600/5005] lr: 1.000e-03, eta: 6:52:06, time: 0.138, data_time: 0.002, loss: 1.1072 2022-11-02 19:13:20,086 - mmcls - INFO - Epoch [65][700/5005] lr: 1.000e-03, eta: 6:51:53, time: 0.137, data_time: 0.000, loss: 1.0961 2022-11-02 19:13:33,705 - mmcls - INFO - Epoch [65][800/5005] lr: 1.000e-03, eta: 6:51:39, time: 0.136, data_time: 0.000, loss: 1.1070 2022-11-02 19:13:47,564 - mmcls - INFO - Epoch [65][900/5005] lr: 1.000e-03, eta: 6:51:25, time: 0.139, data_time: 0.000, loss: 1.1026 2022-11-02 19:14:01,364 - mmcls - INFO - Epoch [65][1000/5005] lr: 1.000e-03, eta: 6:51:11, time: 0.138, data_time: 0.000, loss: 1.0949 2022-11-02 19:14:14,988 - mmcls - INFO - Epoch [65][1100/5005] lr: 1.000e-03, eta: 6:50:57, time: 0.136, data_time: 0.000, loss: 1.1058 2022-11-02 19:14:28,522 - mmcls - INFO - Epoch [65][1200/5005] lr: 1.000e-03, eta: 6:50:44, time: 0.135, data_time: 0.000, loss: 1.1128 2022-11-02 19:14:42,275 - mmcls - INFO - Epoch [65][1300/5005] lr: 1.000e-03, eta: 6:50:30, time: 0.138, data_time: 0.000, loss: 1.0978 2022-11-02 19:14:55,990 - mmcls - INFO - Epoch [65][1400/5005] lr: 1.000e-03, eta: 6:50:16, time: 0.137, data_time: 0.000, loss: 1.0872 2022-11-02 19:15:09,784 - mmcls - INFO - Epoch [65][1500/5005] lr: 1.000e-03, eta: 6:50:02, time: 0.138, data_time: 0.000, loss: 1.1064 2022-11-02 19:15:23,487 - mmcls - INFO - Epoch [65][1600/5005] lr: 1.000e-03, eta: 6:49:48, time: 0.137, data_time: 0.000, loss: 1.1040 2022-11-02 19:15:37,114 - mmcls - INFO - Epoch [65][1700/5005] lr: 1.000e-03, eta: 6:49:35, time: 0.136, data_time: 0.000, loss: 1.1110 2022-11-02 19:15:50,747 - mmcls - INFO - Epoch [65][1800/5005] lr: 1.000e-03, eta: 6:49:21, time: 0.136, data_time: 0.000, loss: 1.0938 2022-11-02 19:16:04,468 - mmcls - INFO - Epoch [65][1900/5005] lr: 1.000e-03, eta: 6:49:07, time: 0.137, data_time: 0.000, loss: 1.1033 2022-11-02 19:16:18,262 - mmcls - INFO - Epoch [65][2000/5005] lr: 1.000e-03, eta: 6:48:53, time: 0.138, data_time: 0.000, loss: 1.1015 2022-11-02 19:16:31,806 - mmcls - INFO - Epoch [65][2100/5005] lr: 1.000e-03, eta: 6:48:39, time: 0.135, data_time: 0.000, loss: 1.0861 2022-11-02 19:16:45,591 - mmcls - INFO - Epoch [65][2200/5005] lr: 1.000e-03, eta: 6:48:26, time: 0.138, data_time: 0.000, loss: 1.0797 2022-11-02 19:16:59,188 - mmcls - INFO - Epoch [65][2300/5005] lr: 1.000e-03, eta: 6:48:12, time: 0.136, data_time: 0.000, loss: 1.1127 2022-11-02 19:17:12,853 - mmcls - INFO - Epoch [65][2400/5005] lr: 1.000e-03, eta: 6:47:58, time: 0.137, data_time: 0.000, loss: 1.0941 2022-11-02 19:17:26,573 - mmcls - INFO - Epoch [65][2500/5005] lr: 1.000e-03, eta: 6:47:44, time: 0.137, data_time: 0.000, loss: 1.0945 2022-11-02 19:17:40,257 - mmcls - INFO - Epoch [65][2600/5005] lr: 1.000e-03, eta: 6:47:30, time: 0.137, data_time: 0.000, loss: 1.0951 2022-11-02 19:17:54,239 - mmcls - INFO - Epoch [65][2700/5005] lr: 1.000e-03, eta: 6:47:17, time: 0.140, data_time: 0.000, loss: 1.1076 2022-11-02 19:18:08,177 - mmcls - INFO - Epoch [65][2800/5005] lr: 1.000e-03, eta: 6:47:03, time: 0.139, data_time: 0.000, loss: 1.1118 2022-11-02 19:18:21,886 - mmcls - INFO - Epoch [65][2900/5005] lr: 1.000e-03, eta: 6:46:49, time: 0.137, data_time: 0.000, loss: 1.1032 2022-11-02 19:18:35,599 - mmcls - INFO - Epoch [65][3000/5005] lr: 1.000e-03, eta: 6:46:35, time: 0.137, data_time: 0.000, loss: 1.1012 2022-11-02 19:18:49,254 - mmcls - INFO - Epoch [65][3100/5005] lr: 1.000e-03, eta: 6:46:21, time: 0.137, data_time: 0.000, loss: 1.1277 2022-11-02 19:19:03,069 - mmcls - INFO - Epoch [65][3200/5005] lr: 1.000e-03, eta: 6:46:08, time: 0.138, data_time: 0.000, loss: 1.0961 2022-11-02 19:19:16,664 - mmcls - INFO - Epoch [65][3300/5005] lr: 1.000e-03, eta: 6:45:54, time: 0.136, data_time: 0.000, loss: 1.1034 2022-11-02 19:19:30,413 - mmcls - INFO - Epoch [65][3400/5005] lr: 1.000e-03, eta: 6:45:40, time: 0.137, data_time: 0.000, loss: 1.0837 2022-11-02 19:19:43,995 - mmcls - INFO - Epoch [65][3500/5005] lr: 1.000e-03, eta: 6:45:26, time: 0.136, data_time: 0.000, loss: 1.1182 2022-11-02 19:19:57,551 - mmcls - INFO - Epoch [65][3600/5005] lr: 1.000e-03, eta: 6:45:12, time: 0.136, data_time: 0.000, loss: 1.1102 2022-11-02 19:20:11,372 - mmcls - INFO - Epoch [65][3700/5005] lr: 1.000e-03, eta: 6:44:59, time: 0.138, data_time: 0.000, loss: 1.0867 2022-11-02 19:20:25,078 - mmcls - INFO - Epoch [65][3800/5005] lr: 1.000e-03, eta: 6:44:45, time: 0.137, data_time: 0.000, loss: 1.1094 2022-11-02 19:20:38,728 - mmcls - INFO - Epoch [65][3900/5005] lr: 1.000e-03, eta: 6:44:31, time: 0.136, data_time: 0.000, loss: 1.1121 2022-11-02 19:20:52,416 - mmcls - INFO - Epoch [65][4000/5005] lr: 1.000e-03, eta: 6:44:17, time: 0.137, data_time: 0.000, loss: 1.0983 2022-11-02 19:21:05,907 - mmcls - INFO - Epoch [65][4100/5005] lr: 1.000e-03, eta: 6:44:03, time: 0.135, data_time: 0.000, loss: 1.0804 2022-11-02 19:21:19,647 - mmcls - INFO - Epoch [65][4200/5005] lr: 1.000e-03, eta: 6:43:49, time: 0.137, data_time: 0.000, loss: 1.0913 2022-11-02 19:21:33,420 - mmcls - INFO - Epoch [65][4300/5005] lr: 1.000e-03, eta: 6:43:36, time: 0.138, data_time: 0.000, loss: 1.0950 2022-11-02 19:21:47,119 - mmcls - INFO - Epoch [65][4400/5005] lr: 1.000e-03, eta: 6:43:22, time: 0.137, data_time: 0.000, loss: 1.0867 2022-11-02 19:22:00,729 - mmcls - INFO - Epoch [65][4500/5005] lr: 1.000e-03, eta: 6:43:08, time: 0.136, data_time: 0.000, loss: 1.0893 2022-11-02 19:22:14,406 - mmcls - INFO - Epoch [65][4600/5005] lr: 1.000e-03, eta: 6:42:54, time: 0.137, data_time: 0.000, loss: 1.1047 2022-11-02 19:22:28,027 - mmcls - INFO - Epoch [65][4700/5005] lr: 1.000e-03, eta: 6:42:40, time: 0.136, data_time: 0.000, loss: 1.0862 2022-11-02 19:22:41,759 - mmcls - INFO - Epoch [65][4800/5005] lr: 1.000e-03, eta: 6:42:27, time: 0.137, data_time: 0.000, loss: 1.1241 2022-11-02 19:22:55,612 - mmcls - INFO - Epoch [65][4900/5005] lr: 1.000e-03, eta: 6:42:13, time: 0.139, data_time: 0.000, loss: 1.0973 2022-11-02 19:23:09,256 - mmcls - INFO - Epoch [65][5000/5005] lr: 1.000e-03, eta: 6:41:59, time: 0.136, data_time: 0.000, loss: 1.0716 2022-11-02 19:23:09,938 - mmcls - INFO - Saving checkpoint at 65 epochs 2022-11-02 19:23:33,522 - mmcls - INFO - Epoch(val) [65][196] accuracy_top-1: 75.2640, accuracy_top-5: 92.6700 2022-11-02 19:23:49,316 - mmcls - INFO - Epoch [66][100/5005] lr: 1.000e-03, eta: 6:41:45, time: 0.158, data_time: 0.024, loss: 1.0759 2022-11-02 19:24:02,791 - mmcls - INFO - Epoch [66][200/5005] lr: 1.000e-03, eta: 6:41:31, time: 0.135, data_time: 0.000, loss: 1.0992 2022-11-02 19:24:16,356 - mmcls - INFO - Epoch [66][300/5005] lr: 1.000e-03, eta: 6:41:17, time: 0.136, data_time: 0.000, loss: 1.0823 2022-11-02 19:24:29,787 - mmcls - INFO - Epoch [66][400/5005] lr: 1.000e-03, eta: 6:41:03, time: 0.134, data_time: 0.000, loss: 1.0809 2022-11-02 19:24:43,415 - mmcls - INFO - Epoch [66][500/5005] lr: 1.000e-03, eta: 6:40:50, time: 0.136, data_time: 0.000, loss: 1.0877 2022-11-02 19:24:57,126 - mmcls - INFO - Epoch [66][600/5005] lr: 1.000e-03, eta: 6:40:36, time: 0.137, data_time: 0.000, loss: 1.0978 2022-11-02 19:25:10,955 - mmcls - INFO - Epoch [66][700/5005] lr: 1.000e-03, eta: 6:40:22, time: 0.138, data_time: 0.000, loss: 1.0911 2022-11-02 19:25:24,651 - mmcls - INFO - Epoch [66][800/5005] lr: 1.000e-03, eta: 6:40:08, time: 0.137, data_time: 0.000, loss: 1.0745 2022-11-02 19:25:38,249 - mmcls - INFO - Epoch [66][900/5005] lr: 1.000e-03, eta: 6:39:54, time: 0.136, data_time: 0.000, loss: 1.1058 2022-11-02 19:25:52,031 - mmcls - INFO - Epoch [66][1000/5005] lr: 1.000e-03, eta: 6:39:41, time: 0.138, data_time: 0.000, loss: 1.0946 2022-11-02 19:26:05,792 - mmcls - INFO - Epoch [66][1100/5005] lr: 1.000e-03, eta: 6:39:27, time: 0.138, data_time: 0.000, loss: 1.0971 2022-11-02 19:26:19,424 - mmcls - INFO - Epoch [66][1200/5005] lr: 1.000e-03, eta: 6:39:13, time: 0.136, data_time: 0.000, loss: 1.0874 2022-11-02 19:26:33,044 - mmcls - INFO - Epoch [66][1300/5005] lr: 1.000e-03, eta: 6:38:59, time: 0.136, data_time: 0.000, loss: 1.0789 2022-11-02 19:26:46,818 - mmcls - INFO - Epoch [66][1400/5005] lr: 1.000e-03, eta: 6:38:45, time: 0.138, data_time: 0.000, loss: 1.0819 2022-11-02 19:27:00,563 - mmcls - INFO - Epoch [66][1500/5005] lr: 1.000e-03, eta: 6:38:32, time: 0.137, data_time: 0.000, loss: 1.0781 2022-11-02 19:27:14,318 - mmcls - INFO - Epoch [66][1600/5005] lr: 1.000e-03, eta: 6:38:18, time: 0.138, data_time: 0.000, loss: 1.0940 2022-11-02 19:27:28,049 - mmcls - INFO - Epoch [66][1700/5005] lr: 1.000e-03, eta: 6:38:04, time: 0.137, data_time: 0.000, loss: 1.0749 2022-11-02 19:27:41,718 - mmcls - INFO - Epoch [66][1800/5005] lr: 1.000e-03, eta: 6:37:50, time: 0.137, data_time: 0.000, loss: 1.0904 2022-11-02 19:27:55,498 - mmcls - INFO - Epoch [66][1900/5005] lr: 1.000e-03, eta: 6:37:37, time: 0.138, data_time: 0.000, loss: 1.1026 2022-11-02 19:28:09,123 - mmcls - INFO - Epoch [66][2000/5005] lr: 1.000e-03, eta: 6:37:23, time: 0.136, data_time: 0.000, loss: 1.0867 2022-11-02 19:28:22,745 - mmcls - INFO - Epoch [66][2100/5005] lr: 1.000e-03, eta: 6:37:09, time: 0.136, data_time: 0.000, loss: 1.0971 2022-11-02 19:28:36,381 - mmcls - INFO - Epoch [66][2200/5005] lr: 1.000e-03, eta: 6:36:55, time: 0.136, data_time: 0.000, loss: 1.0800 2022-11-02 19:28:49,956 - mmcls - INFO - Epoch [66][2300/5005] lr: 1.000e-03, eta: 6:36:41, time: 0.136, data_time: 0.000, loss: 1.0915 2022-11-02 19:29:03,878 - mmcls - INFO - Epoch [66][2400/5005] lr: 1.000e-03, eta: 6:36:27, time: 0.139, data_time: 0.000, loss: 1.0910 2022-11-02 19:29:17,468 - mmcls - INFO - Epoch [66][2500/5005] lr: 1.000e-03, eta: 6:36:14, time: 0.136, data_time: 0.000, loss: 1.0987 2022-11-02 19:29:31,100 - mmcls - INFO - Epoch [66][2600/5005] lr: 1.000e-03, eta: 6:36:00, time: 0.136, data_time: 0.000, loss: 1.0847 2022-11-02 19:29:44,839 - mmcls - INFO - Epoch [66][2700/5005] lr: 1.000e-03, eta: 6:35:46, time: 0.137, data_time: 0.000, loss: 1.0831 2022-11-02 19:29:58,571 - mmcls - INFO - Epoch [66][2800/5005] lr: 1.000e-03, eta: 6:35:32, time: 0.137, data_time: 0.000, loss: 1.0954 2022-11-02 19:30:12,163 - mmcls - INFO - Epoch [66][2900/5005] lr: 1.000e-03, eta: 6:35:18, time: 0.136, data_time: 0.000, loss: 1.0716 2022-11-02 19:30:25,897 - mmcls - INFO - Epoch [66][3000/5005] lr: 1.000e-03, eta: 6:35:05, time: 0.137, data_time: 0.000, loss: 1.0792 2022-11-02 19:30:39,536 - mmcls - INFO - Epoch [66][3100/5005] lr: 1.000e-03, eta: 6:34:51, time: 0.136, data_time: 0.000, loss: 1.0944 2022-11-02 19:30:53,233 - mmcls - INFO - Epoch [66][3200/5005] lr: 1.000e-03, eta: 6:34:37, time: 0.137, data_time: 0.000, loss: 1.0821 2022-11-02 19:31:06,830 - mmcls - INFO - Epoch [66][3300/5005] lr: 1.000e-03, eta: 6:34:23, time: 0.136, data_time: 0.000, loss: 1.0871 2022-11-02 19:31:20,582 - mmcls - INFO - Epoch [66][3400/5005] lr: 1.000e-03, eta: 6:34:09, time: 0.138, data_time: 0.000, loss: 1.1083 2022-11-02 19:31:34,195 - mmcls - INFO - Epoch [66][3500/5005] lr: 1.000e-03, eta: 6:33:55, time: 0.136, data_time: 0.000, loss: 1.0976 2022-11-02 19:31:47,964 - mmcls - INFO - Epoch [66][3600/5005] lr: 1.000e-03, eta: 6:33:42, time: 0.138, data_time: 0.000, loss: 1.0999 2022-11-02 19:32:01,636 - mmcls - INFO - Epoch [66][3700/5005] lr: 1.000e-03, eta: 6:33:28, time: 0.137, data_time: 0.000, loss: 1.0855 2022-11-02 19:32:15,267 - mmcls - INFO - Epoch [66][3800/5005] lr: 1.000e-03, eta: 6:33:14, time: 0.136, data_time: 0.000, loss: 1.0790 2022-11-02 19:32:29,034 - mmcls - INFO - Epoch [66][3900/5005] lr: 1.000e-03, eta: 6:33:00, time: 0.138, data_time: 0.000, loss: 1.0844 2022-11-02 19:32:42,669 - mmcls - INFO - Epoch [66][4000/5005] lr: 1.000e-03, eta: 6:32:46, time: 0.136, data_time: 0.000, loss: 1.0889 2022-11-02 19:32:56,317 - mmcls - INFO - Epoch [66][4100/5005] lr: 1.000e-03, eta: 6:32:33, time: 0.136, data_time: 0.000, loss: 1.0827 2022-11-02 19:33:10,025 - mmcls - INFO - Epoch [66][4200/5005] lr: 1.000e-03, eta: 6:32:19, time: 0.137, data_time: 0.000, loss: 1.1128 2022-11-02 19:33:23,661 - mmcls - INFO - Epoch [66][4300/5005] lr: 1.000e-03, eta: 6:32:05, time: 0.136, data_time: 0.000, loss: 1.0823 2022-11-02 19:33:37,311 - mmcls - INFO - Epoch [66][4400/5005] lr: 1.000e-03, eta: 6:31:51, time: 0.136, data_time: 0.000, loss: 1.0981 2022-11-02 19:33:50,970 - mmcls - INFO - Epoch [66][4500/5005] lr: 1.000e-03, eta: 6:31:37, time: 0.137, data_time: 0.000, loss: 1.0852 2022-11-02 19:34:04,741 - mmcls - INFO - Epoch [66][4600/5005] lr: 1.000e-03, eta: 6:31:23, time: 0.138, data_time: 0.000, loss: 1.0824 2022-11-02 19:34:18,454 - mmcls - INFO - Epoch [66][4700/5005] lr: 1.000e-03, eta: 6:31:10, time: 0.137, data_time: 0.000, loss: 1.0629 2022-11-02 19:34:32,182 - mmcls - INFO - Epoch [66][4800/5005] lr: 1.000e-03, eta: 6:30:56, time: 0.137, data_time: 0.000, loss: 1.0982 2022-11-02 19:34:45,702 - mmcls - INFO - Epoch [66][4900/5005] lr: 1.000e-03, eta: 6:30:42, time: 0.135, data_time: 0.000, loss: 1.1099 2022-11-02 19:34:59,444 - mmcls - INFO - Epoch [66][5000/5005] lr: 1.000e-03, eta: 6:30:28, time: 0.137, data_time: 0.000, loss: 1.0962 2022-11-02 19:35:00,123 - mmcls - INFO - Saving checkpoint at 66 epochs 2022-11-02 19:35:23,553 - mmcls - INFO - Epoch(val) [66][196] accuracy_top-1: 75.3640, accuracy_top-5: 92.6300 2022-11-02 19:35:39,190 - mmcls - INFO - Epoch [67][100/5005] lr: 1.000e-03, eta: 6:30:14, time: 0.156, data_time: 0.024, loss: 1.0892 2022-11-02 19:35:52,637 - mmcls - INFO - Epoch [67][200/5005] lr: 1.000e-03, eta: 6:30:00, time: 0.134, data_time: 0.000, loss: 1.0793 2022-11-02 19:36:06,096 - mmcls - INFO - Epoch [67][300/5005] lr: 1.000e-03, eta: 6:29:46, time: 0.135, data_time: 0.000, loss: 1.0875 2022-11-02 19:36:19,683 - mmcls - INFO - Epoch [67][400/5005] lr: 1.000e-03, eta: 6:29:33, time: 0.136, data_time: 0.000, loss: 1.0628 2022-11-02 19:36:33,276 - mmcls - INFO - Epoch [67][500/5005] lr: 1.000e-03, eta: 6:29:19, time: 0.136, data_time: 0.000, loss: 1.0714 2022-11-02 19:36:47,021 - mmcls - INFO - Epoch [67][600/5005] lr: 1.000e-03, eta: 6:29:05, time: 0.137, data_time: 0.000, loss: 1.0846 2022-11-02 19:37:00,692 - mmcls - INFO - Epoch [67][700/5005] lr: 1.000e-03, eta: 6:28:51, time: 0.137, data_time: 0.000, loss: 1.0925 2022-11-02 19:37:14,393 - mmcls - INFO - Epoch [67][800/5005] lr: 1.000e-03, eta: 6:28:37, time: 0.137, data_time: 0.000, loss: 1.0838 2022-11-02 19:37:28,172 - mmcls - INFO - Epoch [67][900/5005] lr: 1.000e-03, eta: 6:28:24, time: 0.138, data_time: 0.000, loss: 1.0727 2022-11-02 19:37:41,809 - mmcls - INFO - Epoch [67][1000/5005] lr: 1.000e-03, eta: 6:28:10, time: 0.136, data_time: 0.000, loss: 1.0771 2022-11-02 19:37:55,513 - mmcls - INFO - Epoch [67][1100/5005] lr: 1.000e-03, eta: 6:27:56, time: 0.137, data_time: 0.000, loss: 1.0847 2022-11-02 19:38:09,187 - mmcls - INFO - Epoch [67][1200/5005] lr: 1.000e-03, eta: 6:27:42, time: 0.137, data_time: 0.000, loss: 1.0721 2022-11-02 19:38:22,992 - mmcls - INFO - Epoch [67][1300/5005] lr: 1.000e-03, eta: 6:27:28, time: 0.138, data_time: 0.000, loss: 1.0876 2022-11-02 19:38:36,877 - mmcls - INFO - Epoch [67][1400/5005] lr: 1.000e-03, eta: 6:27:15, time: 0.139, data_time: 0.000, loss: 1.0755 2022-11-02 19:38:50,619 - mmcls - INFO - Epoch [67][1500/5005] lr: 1.000e-03, eta: 6:27:01, time: 0.137, data_time: 0.000, loss: 1.0782 2022-11-02 19:39:04,170 - mmcls - INFO - Epoch [67][1600/5005] lr: 1.000e-03, eta: 6:26:47, time: 0.135, data_time: 0.000, loss: 1.0961 2022-11-02 19:39:17,685 - mmcls - INFO - Epoch [67][1700/5005] lr: 1.000e-03, eta: 6:26:33, time: 0.135, data_time: 0.000, loss: 1.0714 2022-11-02 19:39:31,287 - mmcls - INFO - Epoch [67][1800/5005] lr: 1.000e-03, eta: 6:26:19, time: 0.136, data_time: 0.000, loss: 1.0829 2022-11-02 19:39:45,120 - mmcls - INFO - Epoch [67][1900/5005] lr: 1.000e-03, eta: 6:26:06, time: 0.138, data_time: 0.000, loss: 1.0998 2022-11-02 19:39:58,750 - mmcls - INFO - Epoch [67][2000/5005] lr: 1.000e-03, eta: 6:25:52, time: 0.136, data_time: 0.000, loss: 1.0711 2022-11-02 19:40:12,391 - mmcls - INFO - Epoch [67][2100/5005] lr: 1.000e-03, eta: 6:25:38, time: 0.136, data_time: 0.000, loss: 1.0979 2022-11-02 19:40:25,950 - mmcls - INFO - Epoch [67][2200/5005] lr: 1.000e-03, eta: 6:25:24, time: 0.136, data_time: 0.000, loss: 1.0827 2022-11-02 19:40:39,608 - mmcls - INFO - Epoch [67][2300/5005] lr: 1.000e-03, eta: 6:25:10, time: 0.137, data_time: 0.000, loss: 1.0708 2022-11-02 19:40:53,217 - mmcls - INFO - Epoch [67][2400/5005] lr: 1.000e-03, eta: 6:24:56, time: 0.136, data_time: 0.000, loss: 1.1040 2022-11-02 19:41:06,931 - mmcls - INFO - Epoch [67][2500/5005] lr: 1.000e-03, eta: 6:24:43, time: 0.137, data_time: 0.000, loss: 1.0827 2022-11-02 19:41:20,621 - mmcls - INFO - Epoch [67][2600/5005] lr: 1.000e-03, eta: 6:24:29, time: 0.137, data_time: 0.000, loss: 1.0751 2022-11-02 19:41:34,471 - mmcls - INFO - Epoch [67][2700/5005] lr: 1.000e-03, eta: 6:24:15, time: 0.138, data_time: 0.000, loss: 1.0759 2022-11-02 19:41:47,998 - mmcls - INFO - Epoch [67][2800/5005] lr: 1.000e-03, eta: 6:24:01, time: 0.135, data_time: 0.000, loss: 1.0874 2022-11-02 19:42:01,724 - mmcls - INFO - Epoch [67][2900/5005] lr: 1.000e-03, eta: 6:23:47, time: 0.137, data_time: 0.000, loss: 1.0772 2022-11-02 19:42:15,502 - mmcls - INFO - Epoch [67][3000/5005] lr: 1.000e-03, eta: 6:23:34, time: 0.138, data_time: 0.000, loss: 1.0681 2022-11-02 19:42:29,081 - mmcls - INFO - Epoch [67][3100/5005] lr: 1.000e-03, eta: 6:23:20, time: 0.136, data_time: 0.000, loss: 1.0869 2022-11-02 19:42:42,853 - mmcls - INFO - Epoch [67][3200/5005] lr: 1.000e-03, eta: 6:23:06, time: 0.138, data_time: 0.000, loss: 1.0860 2022-11-02 19:42:56,483 - mmcls - INFO - Epoch [67][3300/5005] lr: 1.000e-03, eta: 6:22:52, time: 0.136, data_time: 0.000, loss: 1.0767 2022-11-02 19:43:10,091 - mmcls - INFO - Epoch [67][3400/5005] lr: 1.000e-03, eta: 6:22:38, time: 0.136, data_time: 0.000, loss: 1.0738 2022-11-02 19:43:23,751 - mmcls - INFO - Epoch [67][3500/5005] lr: 1.000e-03, eta: 6:22:24, time: 0.137, data_time: 0.000, loss: 1.0788 2022-11-02 19:43:37,618 - mmcls - INFO - Epoch [67][3600/5005] lr: 1.000e-03, eta: 6:22:11, time: 0.139, data_time: 0.000, loss: 1.0868 2022-11-02 19:43:51,414 - mmcls - INFO - Epoch [67][3700/5005] lr: 1.000e-03, eta: 6:21:57, time: 0.138, data_time: 0.000, loss: 1.1058 2022-11-02 19:44:05,157 - mmcls - INFO - Epoch [67][3800/5005] lr: 1.000e-03, eta: 6:21:43, time: 0.137, data_time: 0.000, loss: 1.0847 2022-11-02 19:44:18,749 - mmcls - INFO - Epoch [67][3900/5005] lr: 1.000e-03, eta: 6:21:29, time: 0.136, data_time: 0.000, loss: 1.0869 2022-11-02 19:44:32,489 - mmcls - INFO - Epoch [67][4000/5005] lr: 1.000e-03, eta: 6:21:16, time: 0.137, data_time: 0.000, loss: 1.0708 2022-11-02 19:44:46,209 - mmcls - INFO - Epoch [67][4100/5005] lr: 1.000e-03, eta: 6:21:02, time: 0.137, data_time: 0.000, loss: 1.0692 2022-11-02 19:44:59,905 - mmcls - INFO - Epoch [67][4200/5005] lr: 1.000e-03, eta: 6:20:48, time: 0.137, data_time: 0.000, loss: 1.0738 2022-11-02 19:45:13,673 - mmcls - INFO - Epoch [67][4300/5005] lr: 1.000e-03, eta: 6:20:34, time: 0.138, data_time: 0.000, loss: 1.0765 2022-11-02 19:45:27,443 - mmcls - INFO - Epoch [67][4400/5005] lr: 1.000e-03, eta: 6:20:20, time: 0.138, data_time: 0.000, loss: 1.0943 2022-11-02 19:45:41,253 - mmcls - INFO - Epoch [67][4500/5005] lr: 1.000e-03, eta: 6:20:07, time: 0.138, data_time: 0.000, loss: 1.1009 2022-11-02 19:45:54,983 - mmcls - INFO - Epoch [67][4600/5005] lr: 1.000e-03, eta: 6:19:53, time: 0.137, data_time: 0.000, loss: 1.0942 2022-11-02 19:46:08,666 - mmcls - INFO - Epoch [67][4700/5005] lr: 1.000e-03, eta: 6:19:39, time: 0.137, data_time: 0.000, loss: 1.0731 2022-11-02 19:46:22,269 - mmcls - INFO - Epoch [67][4800/5005] lr: 1.000e-03, eta: 6:19:25, time: 0.136, data_time: 0.000, loss: 1.0649 2022-11-02 19:46:35,992 - mmcls - INFO - Epoch [67][4900/5005] lr: 1.000e-03, eta: 6:19:11, time: 0.137, data_time: 0.000, loss: 1.0896 2022-11-02 19:46:49,560 - mmcls - INFO - Epoch [67][5000/5005] lr: 1.000e-03, eta: 6:18:58, time: 0.136, data_time: 0.000, loss: 1.0989 2022-11-02 19:46:50,239 - mmcls - INFO - Saving checkpoint at 67 epochs 2022-11-02 19:47:13,589 - mmcls - INFO - Epoch(val) [67][196] accuracy_top-1: 75.4420, accuracy_top-5: 92.6860 2022-11-02 19:47:29,489 - mmcls - INFO - Epoch [68][100/5005] lr: 1.000e-03, eta: 6:18:44, time: 0.159, data_time: 0.024, loss: 1.0540 2022-11-02 19:47:42,938 - mmcls - INFO - Epoch [68][200/5005] lr: 1.000e-03, eta: 6:18:30, time: 0.134, data_time: 0.000, loss: 1.0804 2022-11-02 19:47:56,388 - mmcls - INFO - Epoch [68][300/5005] lr: 1.000e-03, eta: 6:18:16, time: 0.134, data_time: 0.000, loss: 1.0794 2022-11-02 19:48:10,139 - mmcls - INFO - Epoch [68][400/5005] lr: 1.000e-03, eta: 6:18:02, time: 0.137, data_time: 0.000, loss: 1.0672 2022-11-02 19:48:23,643 - mmcls - INFO - Epoch [68][500/5005] lr: 1.000e-03, eta: 6:17:48, time: 0.135, data_time: 0.000, loss: 1.0736 2022-11-02 19:48:37,231 - mmcls - INFO - Epoch [68][600/5005] lr: 1.000e-03, eta: 6:17:34, time: 0.136, data_time: 0.000, loss: 1.0737 2022-11-02 19:48:51,065 - mmcls - INFO - Epoch [68][700/5005] lr: 1.000e-03, eta: 6:17:21, time: 0.138, data_time: 0.000, loss: 1.0655 2022-11-02 19:49:04,769 - mmcls - INFO - Epoch [68][800/5005] lr: 1.000e-03, eta: 6:17:07, time: 0.137, data_time: 0.000, loss: 1.0694 2022-11-02 19:49:18,565 - mmcls - INFO - Epoch [68][900/5005] lr: 1.000e-03, eta: 6:16:53, time: 0.138, data_time: 0.000, loss: 1.0588 2022-11-02 19:49:32,238 - mmcls - INFO - Epoch [68][1000/5005] lr: 1.000e-03, eta: 6:16:39, time: 0.137, data_time: 0.000, loss: 1.0568 2022-11-02 19:49:45,784 - mmcls - INFO - Epoch [68][1100/5005] lr: 1.000e-03, eta: 6:16:26, time: 0.135, data_time: 0.000, loss: 1.0679 2022-11-02 19:49:59,441 - mmcls - INFO - Epoch [68][1200/5005] lr: 1.000e-03, eta: 6:16:12, time: 0.137, data_time: 0.000, loss: 1.0803 2022-11-02 19:50:12,977 - mmcls - INFO - Epoch [68][1300/5005] lr: 1.000e-03, eta: 6:15:58, time: 0.135, data_time: 0.000, loss: 1.0792 2022-11-02 19:50:26,798 - mmcls - INFO - Epoch [68][1400/5005] lr: 1.000e-03, eta: 6:15:44, time: 0.138, data_time: 0.000, loss: 1.0643 2022-11-02 19:50:40,388 - mmcls - INFO - Epoch [68][1500/5005] lr: 1.000e-03, eta: 6:15:30, time: 0.136, data_time: 0.000, loss: 1.0827 2022-11-02 19:50:53,920 - mmcls - INFO - Epoch [68][1600/5005] lr: 1.000e-03, eta: 6:15:16, time: 0.135, data_time: 0.000, loss: 1.0569 2022-11-02 19:51:07,463 - mmcls - INFO - Epoch [68][1700/5005] lr: 1.000e-03, eta: 6:15:02, time: 0.135, data_time: 0.000, loss: 1.0847 2022-11-02 19:51:21,241 - mmcls - INFO - Epoch [68][1800/5005] lr: 1.000e-03, eta: 6:14:49, time: 0.138, data_time: 0.000, loss: 1.0711 2022-11-02 19:51:34,924 - mmcls - INFO - Epoch [68][1900/5005] lr: 1.000e-03, eta: 6:14:35, time: 0.137, data_time: 0.000, loss: 1.0807 2022-11-02 19:51:48,564 - mmcls - INFO - Epoch [68][2000/5005] lr: 1.000e-03, eta: 6:14:21, time: 0.136, data_time: 0.000, loss: 1.0694 2022-11-02 19:52:02,213 - mmcls - INFO - Epoch [68][2100/5005] lr: 1.000e-03, eta: 6:14:07, time: 0.136, data_time: 0.000, loss: 1.0702 2022-11-02 19:52:15,777 - mmcls - INFO - Epoch [68][2200/5005] lr: 1.000e-03, eta: 6:13:53, time: 0.136, data_time: 0.000, loss: 1.0584 2022-11-02 19:52:29,434 - mmcls - INFO - Epoch [68][2300/5005] lr: 1.000e-03, eta: 6:13:40, time: 0.137, data_time: 0.000, loss: 1.0605 2022-11-02 19:52:43,205 - mmcls - INFO - Epoch [68][2400/5005] lr: 1.000e-03, eta: 6:13:26, time: 0.138, data_time: 0.000, loss: 1.0911 2022-11-02 19:52:56,972 - mmcls - INFO - Epoch [68][2500/5005] lr: 1.000e-03, eta: 6:13:12, time: 0.138, data_time: 0.000, loss: 1.0893 2022-11-02 19:53:10,580 - mmcls - INFO - Epoch [68][2600/5005] lr: 1.000e-03, eta: 6:12:58, time: 0.136, data_time: 0.000, loss: 1.0599 2022-11-02 19:53:24,277 - mmcls - INFO - Epoch [68][2700/5005] lr: 1.000e-03, eta: 6:12:44, time: 0.137, data_time: 0.000, loss: 1.0567 2022-11-02 19:53:37,781 - mmcls - INFO - Epoch [68][2800/5005] lr: 1.000e-03, eta: 6:12:30, time: 0.135, data_time: 0.000, loss: 1.0534 2022-11-02 19:53:51,466 - mmcls - INFO - Epoch [68][2900/5005] lr: 1.000e-03, eta: 6:12:17, time: 0.137, data_time: 0.000, loss: 1.0784 2022-11-02 19:54:05,000 - mmcls - INFO - Epoch [68][3000/5005] lr: 1.000e-03, eta: 6:12:03, time: 0.135, data_time: 0.000, loss: 1.0798 2022-11-02 19:54:18,597 - mmcls - INFO - Epoch [68][3100/5005] lr: 1.000e-03, eta: 6:11:49, time: 0.136, data_time: 0.000, loss: 1.0812 2022-11-02 19:54:32,301 - mmcls - INFO - Epoch [68][3200/5005] lr: 1.000e-03, eta: 6:11:35, time: 0.137, data_time: 0.000, loss: 1.0724 2022-11-02 19:54:45,924 - mmcls - INFO - Epoch [68][3300/5005] lr: 1.000e-03, eta: 6:11:21, time: 0.136, data_time: 0.000, loss: 1.0718 2022-11-02 19:54:59,668 - mmcls - INFO - Epoch [68][3400/5005] lr: 1.000e-03, eta: 6:11:08, time: 0.137, data_time: 0.000, loss: 1.0863 2022-11-02 19:55:13,354 - mmcls - INFO - Epoch [68][3500/5005] lr: 1.000e-03, eta: 6:10:54, time: 0.137, data_time: 0.000, loss: 1.0767 2022-11-02 19:55:26,927 - mmcls - INFO - Epoch [68][3600/5005] lr: 1.000e-03, eta: 6:10:40, time: 0.136, data_time: 0.000, loss: 1.0815 2022-11-02 19:55:40,597 - mmcls - INFO - Epoch [68][3700/5005] lr: 1.000e-03, eta: 6:10:26, time: 0.137, data_time: 0.000, loss: 1.0668 2022-11-02 19:55:54,203 - mmcls - INFO - Epoch [68][3800/5005] lr: 1.000e-03, eta: 6:10:12, time: 0.136, data_time: 0.000, loss: 1.0937 2022-11-02 19:56:08,062 - mmcls - INFO - Epoch [68][3900/5005] lr: 1.000e-03, eta: 6:09:59, time: 0.139, data_time: 0.000, loss: 1.0694 2022-11-02 19:56:21,674 - mmcls - INFO - Epoch [68][4000/5005] lr: 1.000e-03, eta: 6:09:45, time: 0.136, data_time: 0.000, loss: 1.0820 2022-11-02 19:56:35,378 - mmcls - INFO - Epoch [68][4100/5005] lr: 1.000e-03, eta: 6:09:31, time: 0.137, data_time: 0.000, loss: 1.0895 2022-11-02 19:56:49,075 - mmcls - INFO - Epoch [68][4200/5005] lr: 1.000e-03, eta: 6:09:17, time: 0.137, data_time: 0.000, loss: 1.0468 2022-11-02 19:57:02,787 - mmcls - INFO - Epoch [68][4300/5005] lr: 1.000e-03, eta: 6:09:03, time: 0.137, data_time: 0.000, loss: 1.0924 2022-11-02 19:57:16,517 - mmcls - INFO - Epoch [68][4400/5005] lr: 1.000e-03, eta: 6:08:50, time: 0.137, data_time: 0.000, loss: 1.0555 2022-11-02 19:57:30,015 - mmcls - INFO - Epoch [68][4500/5005] lr: 1.000e-03, eta: 6:08:36, time: 0.135, data_time: 0.000, loss: 1.0631 2022-11-02 19:57:43,700 - mmcls - INFO - Epoch [68][4600/5005] lr: 1.000e-03, eta: 6:08:22, time: 0.137, data_time: 0.000, loss: 1.0698 2022-11-02 19:57:57,521 - mmcls - INFO - Epoch [68][4700/5005] lr: 1.000e-03, eta: 6:08:08, time: 0.138, data_time: 0.000, loss: 1.0753 2022-11-02 19:58:11,201 - mmcls - INFO - Epoch [68][4800/5005] lr: 1.000e-03, eta: 6:07:54, time: 0.137, data_time: 0.000, loss: 1.0786 2022-11-02 19:58:24,915 - mmcls - INFO - Epoch [68][4900/5005] lr: 1.000e-03, eta: 6:07:40, time: 0.137, data_time: 0.000, loss: 1.0707 2022-11-02 19:58:38,661 - mmcls - INFO - Epoch [68][5000/5005] lr: 1.000e-03, eta: 6:07:27, time: 0.137, data_time: 0.000, loss: 1.0749 2022-11-02 19:58:39,355 - mmcls - INFO - Saving checkpoint at 68 epochs 2022-11-02 19:59:02,483 - mmcls - INFO - Epoch(val) [68][196] accuracy_top-1: 75.3960, accuracy_top-5: 92.6640 2022-11-02 19:59:18,296 - mmcls - INFO - Epoch [69][100/5005] lr: 1.000e-03, eta: 6:07:13, time: 0.158, data_time: 0.025, loss: 1.0679 2022-11-02 19:59:31,896 - mmcls - INFO - Epoch [69][200/5005] lr: 1.000e-03, eta: 6:06:59, time: 0.136, data_time: 0.000, loss: 1.0698 2022-11-02 19:59:45,451 - mmcls - INFO - Epoch [69][300/5005] lr: 1.000e-03, eta: 6:06:45, time: 0.136, data_time: 0.000, loss: 1.0482 2022-11-02 19:59:59,153 - mmcls - INFO - Epoch [69][400/5005] lr: 1.000e-03, eta: 6:06:31, time: 0.137, data_time: 0.000, loss: 1.0669 2022-11-02 20:00:12,908 - mmcls - INFO - Epoch [69][500/5005] lr: 1.000e-03, eta: 6:06:18, time: 0.138, data_time: 0.000, loss: 1.0603 2022-11-02 20:00:26,518 - mmcls - INFO - Epoch [69][600/5005] lr: 1.000e-03, eta: 6:06:04, time: 0.136, data_time: 0.000, loss: 1.0561 2022-11-02 20:00:40,088 - mmcls - INFO - Epoch [69][700/5005] lr: 1.000e-03, eta: 6:05:50, time: 0.136, data_time: 0.000, loss: 1.0709 2022-11-02 20:00:53,901 - mmcls - INFO - Epoch [69][800/5005] lr: 1.000e-03, eta: 6:05:36, time: 0.138, data_time: 0.000, loss: 1.0517 2022-11-02 20:01:07,762 - mmcls - INFO - Epoch [69][900/5005] lr: 1.000e-03, eta: 6:05:22, time: 0.139, data_time: 0.000, loss: 1.0660 2022-11-02 20:01:21,429 - mmcls - INFO - Epoch [69][1000/5005] lr: 1.000e-03, eta: 6:05:09, time: 0.137, data_time: 0.000, loss: 1.0677 2022-11-02 20:01:35,141 - mmcls - INFO - Epoch [69][1100/5005] lr: 1.000e-03, eta: 6:04:55, time: 0.137, data_time: 0.000, loss: 1.0551 2022-11-02 20:01:48,856 - mmcls - INFO - Epoch [69][1200/5005] lr: 1.000e-03, eta: 6:04:41, time: 0.137, data_time: 0.000, loss: 1.0609 2022-11-02 20:02:02,556 - mmcls - INFO - Epoch [69][1300/5005] lr: 1.000e-03, eta: 6:04:27, time: 0.137, data_time: 0.000, loss: 1.0551 2022-11-02 20:02:16,152 - mmcls - INFO - Epoch [69][1400/5005] lr: 1.000e-03, eta: 6:04:13, time: 0.136, data_time: 0.000, loss: 1.0536 2022-11-02 20:02:30,034 - mmcls - INFO - Epoch [69][1500/5005] lr: 1.000e-03, eta: 6:04:00, time: 0.139, data_time: 0.000, loss: 1.0389 2022-11-02 20:02:43,844 - mmcls - INFO - Epoch [69][1600/5005] lr: 1.000e-03, eta: 6:03:46, time: 0.138, data_time: 0.000, loss: 1.0488 2022-11-02 20:02:57,553 - mmcls - INFO - Epoch [69][1700/5005] lr: 1.000e-03, eta: 6:03:32, time: 0.137, data_time: 0.000, loss: 1.0832 2022-11-02 20:03:11,126 - mmcls - INFO - Epoch [69][1800/5005] lr: 1.000e-03, eta: 6:03:18, time: 0.136, data_time: 0.000, loss: 1.0650 2022-11-02 20:03:24,768 - mmcls - INFO - Epoch [69][1900/5005] lr: 1.000e-03, eta: 6:03:04, time: 0.136, data_time: 0.000, loss: 1.0914 2022-11-02 20:03:38,361 - mmcls - INFO - Epoch [69][2000/5005] lr: 1.000e-03, eta: 6:02:51, time: 0.136, data_time: 0.000, loss: 1.0688 2022-11-02 20:03:52,163 - mmcls - INFO - Epoch [69][2100/5005] lr: 1.000e-03, eta: 6:02:37, time: 0.138, data_time: 0.000, loss: 1.0731 2022-11-02 20:04:05,933 - mmcls - INFO - Epoch [69][2200/5005] lr: 1.000e-03, eta: 6:02:23, time: 0.138, data_time: 0.000, loss: 1.0751 2022-11-02 20:04:19,537 - mmcls - INFO - Epoch [69][2300/5005] lr: 1.000e-03, eta: 6:02:09, time: 0.136, data_time: 0.000, loss: 1.0671 2022-11-02 20:04:33,269 - mmcls - INFO - Epoch [69][2400/5005] lr: 1.000e-03, eta: 6:01:56, time: 0.137, data_time: 0.000, loss: 1.0566 2022-11-02 20:04:47,196 - mmcls - INFO - Epoch [69][2500/5005] lr: 1.000e-03, eta: 6:01:42, time: 0.139, data_time: 0.000, loss: 1.0668 2022-11-02 20:05:00,942 - mmcls - INFO - Epoch [69][2600/5005] lr: 1.000e-03, eta: 6:01:28, time: 0.137, data_time: 0.000, loss: 1.0699 2022-11-02 20:05:14,665 - mmcls - INFO - Epoch [69][2700/5005] lr: 1.000e-03, eta: 6:01:14, time: 0.137, data_time: 0.000, loss: 1.0960 2022-11-02 20:05:28,362 - mmcls - INFO - Epoch [69][2800/5005] lr: 1.000e-03, eta: 6:01:00, time: 0.137, data_time: 0.000, loss: 1.0654 2022-11-02 20:05:42,102 - mmcls - INFO - Epoch [69][2900/5005] lr: 1.000e-03, eta: 6:00:47, time: 0.137, data_time: 0.000, loss: 1.0692 2022-11-02 20:05:55,690 - mmcls - INFO - Epoch [69][3000/5005] lr: 1.000e-03, eta: 6:00:33, time: 0.136, data_time: 0.000, loss: 1.0711 2022-11-02 20:06:09,515 - mmcls - INFO - Epoch [69][3100/5005] lr: 1.000e-03, eta: 6:00:19, time: 0.138, data_time: 0.000, loss: 1.0777 2022-11-02 20:06:23,255 - mmcls - INFO - Epoch [69][3200/5005] lr: 1.000e-03, eta: 6:00:05, time: 0.137, data_time: 0.000, loss: 1.0634 2022-11-02 20:06:36,953 - mmcls - INFO - Epoch [69][3300/5005] lr: 1.000e-03, eta: 5:59:52, time: 0.137, data_time: 0.000, loss: 1.0746 2022-11-02 20:06:50,600 - mmcls - INFO - Epoch [69][3400/5005] lr: 1.000e-03, eta: 5:59:38, time: 0.136, data_time: 0.000, loss: 1.0928 2022-11-02 20:07:04,331 - mmcls - INFO - Epoch [69][3500/5005] lr: 1.000e-03, eta: 5:59:24, time: 0.137, data_time: 0.000, loss: 1.0537 2022-11-02 20:07:18,021 - mmcls - INFO - Epoch [69][3600/5005] lr: 1.000e-03, eta: 5:59:10, time: 0.137, data_time: 0.000, loss: 1.0748 2022-11-02 20:07:31,726 - mmcls - INFO - Epoch [69][3700/5005] lr: 1.000e-03, eta: 5:58:56, time: 0.137, data_time: 0.000, loss: 1.0785 2022-11-02 20:07:45,340 - mmcls - INFO - Epoch [69][3800/5005] lr: 1.000e-03, eta: 5:58:42, time: 0.136, data_time: 0.000, loss: 1.0341 2022-11-02 20:07:58,994 - mmcls - INFO - Epoch [69][3900/5005] lr: 1.000e-03, eta: 5:58:29, time: 0.137, data_time: 0.000, loss: 1.0660 2022-11-02 20:08:12,757 - mmcls - INFO - Epoch [69][4000/5005] lr: 1.000e-03, eta: 5:58:15, time: 0.138, data_time: 0.000, loss: 1.0662 2022-11-02 20:08:26,468 - mmcls - INFO - Epoch [69][4100/5005] lr: 1.000e-03, eta: 5:58:01, time: 0.137, data_time: 0.000, loss: 1.0777 2022-11-02 20:08:40,118 - mmcls - INFO - Epoch [69][4200/5005] lr: 1.000e-03, eta: 5:57:47, time: 0.136, data_time: 0.000, loss: 1.0759 2022-11-02 20:08:53,905 - mmcls - INFO - Epoch [69][4300/5005] lr: 1.000e-03, eta: 5:57:34, time: 0.138, data_time: 0.000, loss: 1.0635 2022-11-02 20:09:07,612 - mmcls - INFO - Epoch [69][4400/5005] lr: 1.000e-03, eta: 5:57:20, time: 0.137, data_time: 0.000, loss: 1.0607 2022-11-02 20:09:21,394 - mmcls - INFO - Epoch [69][4500/5005] lr: 1.000e-03, eta: 5:57:06, time: 0.138, data_time: 0.000, loss: 1.0630 2022-11-02 20:09:35,003 - mmcls - INFO - Epoch [69][4600/5005] lr: 1.000e-03, eta: 5:56:52, time: 0.136, data_time: 0.000, loss: 1.0589 2022-11-02 20:09:48,712 - mmcls - INFO - Epoch [69][4700/5005] lr: 1.000e-03, eta: 5:56:38, time: 0.137, data_time: 0.001, loss: 1.0566 2022-11-02 20:10:02,274 - mmcls - INFO - Epoch [69][4800/5005] lr: 1.000e-03, eta: 5:56:25, time: 0.136, data_time: 0.000, loss: 1.0928 2022-11-02 20:10:15,982 - mmcls - INFO - Epoch [69][4900/5005] lr: 1.000e-03, eta: 5:56:11, time: 0.137, data_time: 0.000, loss: 1.0629 2022-11-02 20:10:29,901 - mmcls - INFO - Epoch [69][5000/5005] lr: 1.000e-03, eta: 5:55:57, time: 0.139, data_time: 0.000, loss: 1.0855 2022-11-02 20:10:30,550 - mmcls - INFO - Saving checkpoint at 69 epochs 2022-11-02 20:10:54,041 - mmcls - INFO - Epoch(val) [69][196] accuracy_top-1: 75.5380, accuracy_top-5: 92.6660 2022-11-02 20:11:09,816 - mmcls - INFO - Epoch [70][100/5005] lr: 1.000e-03, eta: 5:55:43, time: 0.158, data_time: 0.024, loss: 1.0432 2022-11-02 20:11:23,217 - mmcls - INFO - Epoch [70][200/5005] lr: 1.000e-03, eta: 5:55:29, time: 0.134, data_time: 0.000, loss: 1.0443 2022-11-02 20:11:36,623 - mmcls - INFO - Epoch [70][300/5005] lr: 1.000e-03, eta: 5:55:15, time: 0.134, data_time: 0.000, loss: 1.0355 2022-11-02 20:11:50,162 - mmcls - INFO - Epoch [70][400/5005] lr: 1.000e-03, eta: 5:55:01, time: 0.135, data_time: 0.000, loss: 1.0563 2022-11-02 20:12:03,830 - mmcls - INFO - Epoch [70][500/5005] lr: 1.000e-03, eta: 5:54:48, time: 0.137, data_time: 0.001, loss: 1.0576 2022-11-02 20:12:17,491 - mmcls - INFO - Epoch [70][600/5005] lr: 1.000e-03, eta: 5:54:34, time: 0.137, data_time: 0.000, loss: 1.0659 2022-11-02 20:12:31,198 - mmcls - INFO - Epoch [70][700/5005] lr: 1.000e-03, eta: 5:54:20, time: 0.137, data_time: 0.000, loss: 1.0457 2022-11-02 20:12:44,876 - mmcls - INFO - Epoch [70][800/5005] lr: 1.000e-03, eta: 5:54:06, time: 0.137, data_time: 0.000, loss: 1.0487 2022-11-02 20:12:58,610 - mmcls - INFO - Epoch [70][900/5005] lr: 1.000e-03, eta: 5:53:52, time: 0.137, data_time: 0.000, loss: 1.0648 2022-11-02 20:13:12,264 - mmcls - INFO - Epoch [70][1000/5005] lr: 1.000e-03, eta: 5:53:39, time: 0.137, data_time: 0.000, loss: 1.0585 2022-11-02 20:13:25,963 - mmcls - INFO - Epoch [70][1100/5005] lr: 1.000e-03, eta: 5:53:25, time: 0.137, data_time: 0.000, loss: 1.0438 2022-11-02 20:13:39,584 - mmcls - INFO - Epoch [70][1200/5005] lr: 1.000e-03, eta: 5:53:11, time: 0.136, data_time: 0.000, loss: 1.0468 2022-11-02 20:13:53,196 - mmcls - INFO - Epoch [70][1300/5005] lr: 1.000e-03, eta: 5:52:57, time: 0.136, data_time: 0.000, loss: 1.0624 2022-11-02 20:14:06,809 - mmcls - INFO - Epoch [70][1400/5005] lr: 1.000e-03, eta: 5:52:43, time: 0.136, data_time: 0.000, loss: 1.0464 2022-11-02 20:14:20,267 - mmcls - INFO - Epoch [70][1500/5005] lr: 1.000e-03, eta: 5:52:29, time: 0.135, data_time: 0.000, loss: 1.0516 2022-11-02 20:14:33,940 - mmcls - INFO - Epoch [70][1600/5005] lr: 1.000e-03, eta: 5:52:16, time: 0.137, data_time: 0.000, loss: 1.0611 2022-11-02 20:14:47,631 - mmcls - INFO - Epoch [70][1700/5005] lr: 1.000e-03, eta: 5:52:02, time: 0.137, data_time: 0.000, loss: 1.0525 2022-11-02 20:15:01,271 - mmcls - INFO - Epoch [70][1800/5005] lr: 1.000e-03, eta: 5:51:48, time: 0.136, data_time: 0.000, loss: 1.0746 2022-11-02 20:15:14,923 - mmcls - INFO - Epoch [70][1900/5005] lr: 1.000e-03, eta: 5:51:34, time: 0.137, data_time: 0.000, loss: 1.0482 2022-11-02 20:15:28,711 - mmcls - INFO - Epoch [70][2000/5005] lr: 1.000e-03, eta: 5:51:20, time: 0.138, data_time: 0.000, loss: 1.0669 2022-11-02 20:15:42,622 - mmcls - INFO - Epoch [70][2100/5005] lr: 1.000e-03, eta: 5:51:07, time: 0.139, data_time: 0.000, loss: 1.0649 2022-11-02 20:15:56,424 - mmcls - INFO - Epoch [70][2200/5005] lr: 1.000e-03, eta: 5:50:53, time: 0.138, data_time: 0.000, loss: 1.0618 2022-11-02 20:16:10,181 - mmcls - INFO - Epoch [70][2300/5005] lr: 1.000e-03, eta: 5:50:39, time: 0.138, data_time: 0.000, loss: 1.0426 2022-11-02 20:16:23,987 - mmcls - INFO - Epoch [70][2400/5005] lr: 1.000e-03, eta: 5:50:25, time: 0.138, data_time: 0.000, loss: 1.0718 2022-11-02 20:16:37,557 - mmcls - INFO - Epoch [70][2500/5005] lr: 1.000e-03, eta: 5:50:12, time: 0.136, data_time: 0.000, loss: 1.0468 2022-11-02 20:16:51,284 - mmcls - INFO - Epoch [70][2600/5005] lr: 1.000e-03, eta: 5:49:58, time: 0.137, data_time: 0.000, loss: 1.0671 2022-11-02 20:17:04,840 - mmcls - INFO - Epoch [70][2700/5005] lr: 1.000e-03, eta: 5:49:44, time: 0.136, data_time: 0.000, loss: 1.0806 2022-11-02 20:17:18,542 - mmcls - INFO - Epoch [70][2800/5005] lr: 1.000e-03, eta: 5:49:30, time: 0.137, data_time: 0.000, loss: 1.0592 2022-11-02 20:17:32,276 - mmcls - INFO - Epoch [70][2900/5005] lr: 1.000e-03, eta: 5:49:16, time: 0.137, data_time: 0.000, loss: 1.0753 2022-11-02 20:17:46,041 - mmcls - INFO - Epoch [70][3000/5005] lr: 1.000e-03, eta: 5:49:03, time: 0.138, data_time: 0.000, loss: 1.0746 2022-11-02 20:17:59,615 - mmcls - INFO - Epoch [70][3100/5005] lr: 1.000e-03, eta: 5:48:49, time: 0.136, data_time: 0.000, loss: 1.0573 2022-11-02 20:18:13,231 - mmcls - INFO - Epoch [70][3200/5005] lr: 1.000e-03, eta: 5:48:35, time: 0.136, data_time: 0.000, loss: 1.0620 2022-11-02 20:18:26,977 - mmcls - INFO - Epoch [70][3300/5005] lr: 1.000e-03, eta: 5:48:21, time: 0.137, data_time: 0.000, loss: 1.0548 2022-11-02 20:18:40,814 - mmcls - INFO - Epoch [70][3400/5005] lr: 1.000e-03, eta: 5:48:07, time: 0.138, data_time: 0.000, loss: 1.0654 2022-11-02 20:18:54,516 - mmcls - INFO - Epoch [70][3500/5005] lr: 1.000e-03, eta: 5:47:54, time: 0.137, data_time: 0.000, loss: 1.0655 2022-11-02 20:19:08,250 - mmcls - INFO - Epoch [70][3600/5005] lr: 1.000e-03, eta: 5:47:40, time: 0.137, data_time: 0.000, loss: 1.0577 2022-11-02 20:19:21,803 - mmcls - INFO - Epoch [70][3700/5005] lr: 1.000e-03, eta: 5:47:26, time: 0.136, data_time: 0.000, loss: 1.0703 2022-11-02 20:19:35,359 - mmcls - INFO - Epoch [70][3800/5005] lr: 1.000e-03, eta: 5:47:12, time: 0.136, data_time: 0.000, loss: 1.0744 2022-11-02 20:19:49,002 - mmcls - INFO - Epoch [70][3900/5005] lr: 1.000e-03, eta: 5:46:58, time: 0.136, data_time: 0.000, loss: 1.0555 2022-11-02 20:20:02,684 - mmcls - INFO - Epoch [70][4000/5005] lr: 1.000e-03, eta: 5:46:45, time: 0.137, data_time: 0.000, loss: 1.0601 2022-11-02 20:20:16,246 - mmcls - INFO - Epoch [70][4100/5005] lr: 1.000e-03, eta: 5:46:31, time: 0.136, data_time: 0.000, loss: 1.0555 2022-11-02 20:20:30,033 - mmcls - INFO - Epoch [70][4200/5005] lr: 1.000e-03, eta: 5:46:17, time: 0.138, data_time: 0.000, loss: 1.0703 2022-11-02 20:20:43,778 - mmcls - INFO - Epoch [70][4300/5005] lr: 1.000e-03, eta: 5:46:03, time: 0.137, data_time: 0.000, loss: 1.0839 2022-11-02 20:20:57,489 - mmcls - INFO - Epoch [70][4400/5005] lr: 1.000e-03, eta: 5:45:49, time: 0.137, data_time: 0.000, loss: 1.0610 2022-11-02 20:21:11,223 - mmcls - INFO - Epoch [70][4500/5005] lr: 1.000e-03, eta: 5:45:36, time: 0.137, data_time: 0.000, loss: 1.0551 2022-11-02 20:21:24,957 - mmcls - INFO - Epoch [70][4600/5005] lr: 1.000e-03, eta: 5:45:22, time: 0.137, data_time: 0.000, loss: 1.0626 2022-11-02 20:21:38,748 - mmcls - INFO - Epoch [70][4700/5005] lr: 1.000e-03, eta: 5:45:08, time: 0.138, data_time: 0.000, loss: 1.0678 2022-11-02 20:21:52,359 - mmcls - INFO - Epoch [70][4800/5005] lr: 1.000e-03, eta: 5:44:54, time: 0.136, data_time: 0.000, loss: 1.0719 2022-11-02 20:22:05,958 - mmcls - INFO - Epoch [70][4900/5005] lr: 1.000e-03, eta: 5:44:40, time: 0.136, data_time: 0.000, loss: 1.0469 2022-11-02 20:22:19,561 - mmcls - INFO - Epoch [70][5000/5005] lr: 1.000e-03, eta: 5:44:27, time: 0.136, data_time: 0.000, loss: 1.0874 2022-11-02 20:22:20,254 - mmcls - INFO - Saving checkpoint at 70 epochs 2022-11-02 20:22:43,456 - mmcls - INFO - Epoch(val) [70][196] accuracy_top-1: 75.5940, accuracy_top-5: 92.7700 2022-11-02 20:22:59,227 - mmcls - INFO - Epoch [71][100/5005] lr: 1.000e-03, eta: 5:44:13, time: 0.158, data_time: 0.024, loss: 1.0633 2022-11-02 20:23:12,718 - mmcls - INFO - Epoch [71][200/5005] lr: 1.000e-03, eta: 5:43:59, time: 0.135, data_time: 0.000, loss: 1.0385 2022-11-02 20:23:26,276 - mmcls - INFO - Epoch [71][300/5005] lr: 1.000e-03, eta: 5:43:45, time: 0.136, data_time: 0.000, loss: 1.0654 2022-11-02 20:23:40,048 - mmcls - INFO - Epoch [71][400/5005] lr: 1.000e-03, eta: 5:43:31, time: 0.138, data_time: 0.000, loss: 1.0590 2022-11-02 20:23:53,588 - mmcls - INFO - Epoch [71][500/5005] lr: 1.000e-03, eta: 5:43:17, time: 0.135, data_time: 0.000, loss: 1.0553 2022-11-02 20:24:07,375 - mmcls - INFO - Epoch [71][600/5005] lr: 1.000e-03, eta: 5:43:04, time: 0.138, data_time: 0.000, loss: 1.0627 2022-11-02 20:24:21,096 - mmcls - INFO - Epoch [71][700/5005] lr: 1.000e-03, eta: 5:42:50, time: 0.137, data_time: 0.000, loss: 1.0424 2022-11-02 20:24:34,832 - mmcls - INFO - Epoch [71][800/5005] lr: 1.000e-03, eta: 5:42:36, time: 0.137, data_time: 0.000, loss: 1.0662 2022-11-02 20:24:48,523 - mmcls - INFO - Epoch [71][900/5005] lr: 1.000e-03, eta: 5:42:22, time: 0.137, data_time: 0.000, loss: 1.0362 2022-11-02 20:25:02,129 - mmcls - INFO - Epoch [71][1000/5005] lr: 1.000e-03, eta: 5:42:08, time: 0.136, data_time: 0.000, loss: 1.0348 2022-11-02 20:25:15,766 - mmcls - INFO - Epoch [71][1100/5005] lr: 1.000e-03, eta: 5:41:55, time: 0.136, data_time: 0.000, loss: 1.0587 2022-11-02 20:25:29,447 - mmcls - INFO - Epoch [71][1200/5005] lr: 1.000e-03, eta: 5:41:41, time: 0.137, data_time: 0.000, loss: 1.0657 2022-11-02 20:25:43,103 - mmcls - INFO - Epoch [71][1300/5005] lr: 1.000e-03, eta: 5:41:27, time: 0.137, data_time: 0.000, loss: 1.0653 2022-11-02 20:25:56,669 - mmcls - INFO - Epoch [71][1400/5005] lr: 1.000e-03, eta: 5:41:13, time: 0.136, data_time: 0.000, loss: 1.0531 2022-11-02 20:26:10,534 - mmcls - INFO - Epoch [71][1500/5005] lr: 1.000e-03, eta: 5:40:59, time: 0.139, data_time: 0.000, loss: 1.0424 2022-11-02 20:26:24,166 - mmcls - INFO - Epoch [71][1600/5005] lr: 1.000e-03, eta: 5:40:46, time: 0.136, data_time: 0.000, loss: 1.0419 2022-11-02 20:26:37,865 - mmcls - INFO - Epoch [71][1700/5005] lr: 1.000e-03, eta: 5:40:32, time: 0.137, data_time: 0.000, loss: 1.0585 2022-11-02 20:26:51,438 - mmcls - INFO - Epoch [71][1800/5005] lr: 1.000e-03, eta: 5:40:18, time: 0.136, data_time: 0.000, loss: 1.0733 2022-11-02 20:27:05,222 - mmcls - INFO - Epoch [71][1900/5005] lr: 1.000e-03, eta: 5:40:04, time: 0.138, data_time: 0.000, loss: 1.0815 2022-11-02 20:27:18,875 - mmcls - INFO - Epoch [71][2000/5005] lr: 1.000e-03, eta: 5:39:50, time: 0.137, data_time: 0.000, loss: 1.0448 2022-11-02 20:27:32,731 - mmcls - INFO - Epoch [71][2100/5005] lr: 1.000e-03, eta: 5:39:37, time: 0.139, data_time: 0.000, loss: 1.0584 2022-11-02 20:27:46,350 - mmcls - INFO - Epoch [71][2200/5005] lr: 1.000e-03, eta: 5:39:23, time: 0.136, data_time: 0.000, loss: 1.0462 2022-11-02 20:27:59,959 - mmcls - INFO - Epoch [71][2300/5005] lr: 1.000e-03, eta: 5:39:09, time: 0.136, data_time: 0.000, loss: 1.0608 2022-11-02 20:28:13,618 - mmcls - INFO - Epoch [71][2400/5005] lr: 1.000e-03, eta: 5:38:55, time: 0.137, data_time: 0.000, loss: 1.0370 2022-11-02 20:28:27,205 - mmcls - INFO - Epoch [71][2500/5005] lr: 1.000e-03, eta: 5:38:41, time: 0.136, data_time: 0.000, loss: 1.0547 2022-11-02 20:28:40,741 - mmcls - INFO - Epoch [71][2600/5005] lr: 1.000e-03, eta: 5:38:28, time: 0.135, data_time: 0.000, loss: 1.0709 2022-11-02 20:28:54,303 - mmcls - INFO - Epoch [71][2700/5005] lr: 1.000e-03, eta: 5:38:14, time: 0.136, data_time: 0.000, loss: 1.0347 2022-11-02 20:29:08,037 - mmcls - INFO - Epoch [71][2800/5005] lr: 1.000e-03, eta: 5:38:00, time: 0.137, data_time: 0.000, loss: 1.0592 2022-11-02 20:29:21,728 - mmcls - INFO - Epoch [71][2900/5005] lr: 1.000e-03, eta: 5:37:46, time: 0.137, data_time: 0.000, loss: 1.0509 2022-11-02 20:29:35,454 - mmcls - INFO - Epoch [71][3000/5005] lr: 1.000e-03, eta: 5:37:32, time: 0.137, data_time: 0.000, loss: 1.0634 2022-11-02 20:29:49,041 - mmcls - INFO - Epoch [71][3100/5005] lr: 1.000e-03, eta: 5:37:18, time: 0.136, data_time: 0.000, loss: 1.0616 2022-11-02 20:30:02,648 - mmcls - INFO - Epoch [71][3200/5005] lr: 1.000e-03, eta: 5:37:05, time: 0.136, data_time: 0.000, loss: 1.0430 2022-11-02 20:30:16,475 - mmcls - INFO - Epoch [71][3300/5005] lr: 1.000e-03, eta: 5:36:51, time: 0.138, data_time: 0.000, loss: 1.0508 2022-11-02 20:30:30,283 - mmcls - INFO - Epoch [71][3400/5005] lr: 1.000e-03, eta: 5:36:37, time: 0.138, data_time: 0.000, loss: 1.0615 2022-11-02 20:30:43,975 - mmcls - INFO - Epoch [71][3500/5005] lr: 1.000e-03, eta: 5:36:23, time: 0.137, data_time: 0.000, loss: 1.0403 2022-11-02 20:30:57,631 - mmcls - INFO - Epoch [71][3600/5005] lr: 1.000e-03, eta: 5:36:10, time: 0.137, data_time: 0.000, loss: 1.0531 2022-11-02 20:31:11,430 - mmcls - INFO - Epoch [71][3700/5005] lr: 1.000e-03, eta: 5:35:56, time: 0.138, data_time: 0.000, loss: 1.0510 2022-11-02 20:31:25,158 - mmcls - INFO - Epoch [71][3800/5005] lr: 1.000e-03, eta: 5:35:42, time: 0.137, data_time: 0.000, loss: 1.0570 2022-11-02 20:31:38,907 - mmcls - INFO - Epoch [71][3900/5005] lr: 1.000e-03, eta: 5:35:28, time: 0.137, data_time: 0.000, loss: 1.0600 2022-11-02 20:31:52,771 - mmcls - INFO - Epoch [71][4000/5005] lr: 1.000e-03, eta: 5:35:15, time: 0.139, data_time: 0.000, loss: 1.0580 2022-11-02 20:32:06,493 - mmcls - INFO - Epoch [71][4100/5005] lr: 1.000e-03, eta: 5:35:01, time: 0.137, data_time: 0.000, loss: 1.0528 2022-11-02 20:32:20,052 - mmcls - INFO - Epoch [71][4200/5005] lr: 1.000e-03, eta: 5:34:47, time: 0.136, data_time: 0.001, loss: 1.0500 2022-11-02 20:32:33,775 - mmcls - INFO - Epoch [71][4300/5005] lr: 1.000e-03, eta: 5:34:33, time: 0.137, data_time: 0.000, loss: 1.0644 2022-11-02 20:32:47,420 - mmcls - INFO - Epoch [71][4400/5005] lr: 1.000e-03, eta: 5:34:19, time: 0.136, data_time: 0.000, loss: 1.0506 2022-11-02 20:33:01,446 - mmcls - INFO - Epoch [71][4500/5005] lr: 1.000e-03, eta: 5:34:06, time: 0.140, data_time: 0.000, loss: 1.0512 2022-11-02 20:33:15,348 - mmcls - INFO - Epoch [71][4600/5005] lr: 1.000e-03, eta: 5:33:52, time: 0.139, data_time: 0.000, loss: 1.0494 2022-11-02 20:33:28,962 - mmcls - INFO - Epoch [71][4700/5005] lr: 1.000e-03, eta: 5:33:38, time: 0.136, data_time: 0.000, loss: 1.0458 2022-11-02 20:33:42,668 - mmcls - INFO - Epoch [71][4800/5005] lr: 1.000e-03, eta: 5:33:24, time: 0.137, data_time: 0.000, loss: 1.0742 2022-11-02 20:33:56,438 - mmcls - INFO - Epoch [71][4900/5005] lr: 1.000e-03, eta: 5:33:11, time: 0.138, data_time: 0.000, loss: 1.0617 2022-11-02 20:34:09,990 - mmcls - INFO - Epoch [71][5000/5005] lr: 1.000e-03, eta: 5:32:57, time: 0.136, data_time: 0.000, loss: 1.0567 2022-11-02 20:34:10,658 - mmcls - INFO - Saving checkpoint at 71 epochs 2022-11-02 20:34:34,164 - mmcls - INFO - Epoch(val) [71][196] accuracy_top-1: 75.5420, accuracy_top-5: 92.7320 2022-11-02 20:34:50,001 - mmcls - INFO - Epoch [72][100/5005] lr: 1.000e-03, eta: 5:32:43, time: 0.158, data_time: 0.024, loss: 1.0372 2022-11-02 20:35:03,445 - mmcls - INFO - Epoch [72][200/5005] lr: 1.000e-03, eta: 5:32:29, time: 0.134, data_time: 0.000, loss: 1.0475 2022-11-02 20:35:17,135 - mmcls - INFO - Epoch [72][300/5005] lr: 1.000e-03, eta: 5:32:15, time: 0.137, data_time: 0.000, loss: 1.0346 2022-11-02 20:35:30,622 - mmcls - INFO - Epoch [72][400/5005] lr: 1.000e-03, eta: 5:32:01, time: 0.135, data_time: 0.000, loss: 1.0469 2022-11-02 20:35:44,136 - mmcls - INFO - Epoch [72][500/5005] lr: 1.000e-03, eta: 5:31:47, time: 0.135, data_time: 0.000, loss: 1.0202 2022-11-02 20:35:57,776 - mmcls - INFO - Epoch [72][600/5005] lr: 1.000e-03, eta: 5:31:34, time: 0.136, data_time: 0.000, loss: 1.0376 2022-11-02 20:36:11,428 - mmcls - INFO - Epoch [72][700/5005] lr: 1.000e-03, eta: 5:31:20, time: 0.137, data_time: 0.000, loss: 1.0455 2022-11-02 20:36:25,195 - mmcls - INFO - Epoch [72][800/5005] lr: 1.000e-03, eta: 5:31:06, time: 0.138, data_time: 0.000, loss: 1.0446 2022-11-02 20:36:38,971 - mmcls - INFO - Epoch [72][900/5005] lr: 1.000e-03, eta: 5:30:52, time: 0.138, data_time: 0.000, loss: 1.0402 2022-11-02 20:36:52,785 - mmcls - INFO - Epoch [72][1000/5005] lr: 1.000e-03, eta: 5:30:39, time: 0.138, data_time: 0.000, loss: 1.0527 2022-11-02 20:37:06,564 - mmcls - INFO - Epoch [72][1100/5005] lr: 1.000e-03, eta: 5:30:25, time: 0.138, data_time: 0.000, loss: 1.0478 2022-11-02 20:37:20,271 - mmcls - INFO - Epoch [72][1200/5005] lr: 1.000e-03, eta: 5:30:11, time: 0.137, data_time: 0.000, loss: 1.0461 2022-11-02 20:37:33,915 - mmcls - INFO - Epoch [72][1300/5005] lr: 1.000e-03, eta: 5:29:57, time: 0.136, data_time: 0.000, loss: 1.0437 2022-11-02 20:37:47,628 - mmcls - INFO - Epoch [72][1400/5005] lr: 1.000e-03, eta: 5:29:43, time: 0.137, data_time: 0.000, loss: 1.0544 2022-11-02 20:38:01,323 - mmcls - INFO - Epoch [72][1500/5005] lr: 1.000e-03, eta: 5:29:30, time: 0.137, data_time: 0.000, loss: 1.0443 2022-11-02 20:38:15,040 - mmcls - INFO - Epoch [72][1600/5005] lr: 1.000e-03, eta: 5:29:16, time: 0.137, data_time: 0.000, loss: 1.0611 2022-11-02 20:38:28,672 - mmcls - INFO - Epoch [72][1700/5005] lr: 1.000e-03, eta: 5:29:02, time: 0.136, data_time: 0.000, loss: 1.0336 2022-11-02 20:38:42,444 - mmcls - INFO - Epoch [72][1800/5005] lr: 1.000e-03, eta: 5:28:48, time: 0.138, data_time: 0.000, loss: 1.0479 2022-11-02 20:38:56,218 - mmcls - INFO - Epoch [72][1900/5005] lr: 1.000e-03, eta: 5:28:34, time: 0.138, data_time: 0.000, loss: 1.0354 2022-11-02 20:39:10,013 - mmcls - INFO - Epoch [72][2000/5005] lr: 1.000e-03, eta: 5:28:21, time: 0.138, data_time: 0.000, loss: 1.0432 2022-11-02 20:39:23,825 - mmcls - INFO - Epoch [72][2100/5005] lr: 1.000e-03, eta: 5:28:07, time: 0.138, data_time: 0.000, loss: 1.0521 2022-11-02 20:39:37,556 - mmcls - INFO - Epoch [72][2200/5005] lr: 1.000e-03, eta: 5:27:53, time: 0.137, data_time: 0.000, loss: 1.0437 2022-11-02 20:39:51,234 - mmcls - INFO - Epoch [72][2300/5005] lr: 1.000e-03, eta: 5:27:39, time: 0.137, data_time: 0.000, loss: 1.0640 2022-11-02 20:40:04,881 - mmcls - INFO - Epoch [72][2400/5005] lr: 1.000e-03, eta: 5:27:26, time: 0.136, data_time: 0.000, loss: 1.0505 2022-11-02 20:40:18,643 - mmcls - INFO - Epoch [72][2500/5005] lr: 1.000e-03, eta: 5:27:12, time: 0.138, data_time: 0.000, loss: 1.0440 2022-11-02 20:40:32,329 - mmcls - INFO - Epoch [72][2600/5005] lr: 1.000e-03, eta: 5:26:58, time: 0.137, data_time: 0.000, loss: 1.0289 2022-11-02 20:40:46,011 - mmcls - INFO - Epoch [72][2700/5005] lr: 1.000e-03, eta: 5:26:44, time: 0.137, data_time: 0.000, loss: 1.0435 2022-11-02 20:40:59,607 - mmcls - INFO - Epoch [72][2800/5005] lr: 1.000e-03, eta: 5:26:30, time: 0.136, data_time: 0.000, loss: 1.0739 2022-11-02 20:41:13,331 - mmcls - INFO - Epoch [72][2900/5005] lr: 1.000e-03, eta: 5:26:17, time: 0.137, data_time: 0.000, loss: 1.0531 2022-11-02 20:41:27,202 - mmcls - INFO - Epoch [72][3000/5005] lr: 1.000e-03, eta: 5:26:03, time: 0.139, data_time: 0.000, loss: 1.0336 2022-11-02 20:41:40,961 - mmcls - INFO - Epoch [72][3100/5005] lr: 1.000e-03, eta: 5:25:49, time: 0.138, data_time: 0.000, loss: 1.0632 2022-11-02 20:41:54,415 - mmcls - INFO - Epoch [72][3200/5005] lr: 1.000e-03, eta: 5:25:35, time: 0.135, data_time: 0.000, loss: 1.0516 2022-11-02 20:42:08,093 - mmcls - INFO - Epoch [72][3300/5005] lr: 1.000e-03, eta: 5:25:21, time: 0.137, data_time: 0.000, loss: 1.0349 2022-11-02 20:42:21,696 - mmcls - INFO - Epoch [72][3400/5005] lr: 1.000e-03, eta: 5:25:08, time: 0.136, data_time: 0.000, loss: 1.0633 2022-11-02 20:42:35,446 - mmcls - INFO - Epoch [72][3500/5005] lr: 1.000e-03, eta: 5:24:54, time: 0.137, data_time: 0.000, loss: 1.0259 2022-11-02 20:42:49,076 - mmcls - INFO - Epoch [72][3600/5005] lr: 1.000e-03, eta: 5:24:40, time: 0.136, data_time: 0.000, loss: 1.0451 2022-11-02 20:43:02,761 - mmcls - INFO - Epoch [72][3700/5005] lr: 1.000e-03, eta: 5:24:26, time: 0.137, data_time: 0.000, loss: 1.0459 2022-11-02 20:43:16,508 - mmcls - INFO - Epoch [72][3800/5005] lr: 1.000e-03, eta: 5:24:13, time: 0.137, data_time: 0.000, loss: 1.0492 2022-11-02 20:43:30,239 - mmcls - INFO - Epoch [72][3900/5005] lr: 1.000e-03, eta: 5:23:59, time: 0.137, data_time: 0.000, loss: 1.0616 2022-11-02 20:43:43,999 - mmcls - INFO - Epoch [72][4000/5005] lr: 1.000e-03, eta: 5:23:45, time: 0.138, data_time: 0.000, loss: 1.0486 2022-11-02 20:43:57,680 - mmcls - INFO - Epoch [72][4100/5005] lr: 1.000e-03, eta: 5:23:31, time: 0.137, data_time: 0.000, loss: 1.0584 2022-11-02 20:44:11,376 - mmcls - INFO - Epoch [72][4200/5005] lr: 1.000e-03, eta: 5:23:17, time: 0.137, data_time: 0.000, loss: 1.0551 2022-11-02 20:44:25,188 - mmcls - INFO - Epoch [72][4300/5005] lr: 1.000e-03, eta: 5:23:04, time: 0.138, data_time: 0.000, loss: 1.0519 2022-11-02 20:44:38,994 - mmcls - INFO - Epoch [72][4400/5005] lr: 1.000e-03, eta: 5:22:50, time: 0.138, data_time: 0.000, loss: 1.0568 2022-11-02 20:44:52,623 - mmcls - INFO - Epoch [72][4500/5005] lr: 1.000e-03, eta: 5:22:36, time: 0.136, data_time: 0.000, loss: 1.0459 2022-11-02 20:45:06,370 - mmcls - INFO - Epoch [72][4600/5005] lr: 1.000e-03, eta: 5:22:22, time: 0.137, data_time: 0.000, loss: 1.0507 2022-11-02 20:45:20,010 - mmcls - INFO - Epoch [72][4700/5005] lr: 1.000e-03, eta: 5:22:08, time: 0.136, data_time: 0.000, loss: 1.0534 2022-11-02 20:45:33,794 - mmcls - INFO - Epoch [72][4800/5005] lr: 1.000e-03, eta: 5:21:55, time: 0.138, data_time: 0.000, loss: 1.0692 2022-11-02 20:45:47,605 - mmcls - INFO - Epoch [72][4900/5005] lr: 1.000e-03, eta: 5:21:41, time: 0.138, data_time: 0.000, loss: 1.0706 2022-11-02 20:46:01,260 - mmcls - INFO - Epoch [72][5000/5005] lr: 1.000e-03, eta: 5:21:27, time: 0.137, data_time: 0.000, loss: 1.0565 2022-11-02 20:46:01,965 - mmcls - INFO - Saving checkpoint at 72 epochs 2022-11-02 20:46:25,131 - mmcls - INFO - Epoch(val) [72][196] accuracy_top-1: 75.5780, accuracy_top-5: 92.8540 2022-11-02 20:46:41,133 - mmcls - INFO - Epoch [73][100/5005] lr: 1.000e-03, eta: 5:21:13, time: 0.160, data_time: 0.024, loss: 1.0302 2022-11-02 20:46:54,699 - mmcls - INFO - Epoch [73][200/5005] lr: 1.000e-03, eta: 5:21:00, time: 0.136, data_time: 0.000, loss: 1.0293 2022-11-02 20:47:08,140 - mmcls - INFO - Epoch [73][300/5005] lr: 1.000e-03, eta: 5:20:46, time: 0.134, data_time: 0.000, loss: 1.0307 2022-11-02 20:47:21,666 - mmcls - INFO - Epoch [73][400/5005] lr: 1.000e-03, eta: 5:20:32, time: 0.135, data_time: 0.000, loss: 1.0575 2022-11-02 20:47:35,253 - mmcls - INFO - Epoch [73][500/5005] lr: 1.000e-03, eta: 5:20:18, time: 0.136, data_time: 0.000, loss: 1.0260 2022-11-02 20:47:48,816 - mmcls - INFO - Epoch [73][600/5005] lr: 1.000e-03, eta: 5:20:04, time: 0.136, data_time: 0.000, loss: 1.0263 2022-11-02 20:48:02,406 - mmcls - INFO - Epoch [73][700/5005] lr: 1.000e-03, eta: 5:19:50, time: 0.136, data_time: 0.000, loss: 1.0385 2022-11-02 20:48:16,101 - mmcls - INFO - Epoch [73][800/5005] lr: 1.000e-03, eta: 5:19:36, time: 0.137, data_time: 0.000, loss: 1.0608 2022-11-02 20:48:29,732 - mmcls - INFO - Epoch [73][900/5005] lr: 1.000e-03, eta: 5:19:23, time: 0.136, data_time: 0.000, loss: 1.0562 2022-11-02 20:48:43,314 - mmcls - INFO - Epoch [73][1000/5005] lr: 1.000e-03, eta: 5:19:09, time: 0.136, data_time: 0.000, loss: 1.0523 2022-11-02 20:48:57,034 - mmcls - INFO - Epoch [73][1100/5005] lr: 1.000e-03, eta: 5:18:55, time: 0.137, data_time: 0.000, loss: 1.0447 2022-11-02 20:49:10,596 - mmcls - INFO - Epoch [73][1200/5005] lr: 1.000e-03, eta: 5:18:41, time: 0.136, data_time: 0.000, loss: 1.0511 2022-11-02 20:49:24,269 - mmcls - INFO - Epoch [73][1300/5005] lr: 1.000e-03, eta: 5:18:27, time: 0.137, data_time: 0.000, loss: 1.0299 2022-11-02 20:49:38,012 - mmcls - INFO - Epoch [73][1400/5005] lr: 1.000e-03, eta: 5:18:14, time: 0.137, data_time: 0.000, loss: 1.0313 2022-11-02 20:49:51,752 - mmcls - INFO - Epoch [73][1500/5005] lr: 1.000e-03, eta: 5:18:00, time: 0.137, data_time: 0.000, loss: 1.0410 2022-11-02 20:50:05,504 - mmcls - INFO - Epoch [73][1600/5005] lr: 1.000e-03, eta: 5:17:46, time: 0.138, data_time: 0.000, loss: 1.0465 2022-11-02 20:50:19,235 - mmcls - INFO - Epoch [73][1700/5005] lr: 1.000e-03, eta: 5:17:32, time: 0.137, data_time: 0.000, loss: 1.0313 2022-11-02 20:50:32,988 - mmcls - INFO - Epoch [73][1800/5005] lr: 1.000e-03, eta: 5:17:19, time: 0.138, data_time: 0.000, loss: 1.0534 2022-11-02 20:50:46,671 - mmcls - INFO - Epoch [73][1900/5005] lr: 1.000e-03, eta: 5:17:05, time: 0.137, data_time: 0.000, loss: 1.0374 2022-11-02 20:51:00,409 - mmcls - INFO - Epoch [73][2000/5005] lr: 1.000e-03, eta: 5:16:51, time: 0.137, data_time: 0.000, loss: 1.0554 2022-11-02 20:51:14,053 - mmcls - INFO - Epoch [73][2100/5005] lr: 1.000e-03, eta: 5:16:37, time: 0.136, data_time: 0.000, loss: 1.0571 2022-11-02 20:51:27,657 - mmcls - INFO - Epoch [73][2200/5005] lr: 1.000e-03, eta: 5:16:23, time: 0.136, data_time: 0.000, loss: 1.0478 2022-11-02 20:51:41,316 - mmcls - INFO - Epoch [73][2300/5005] lr: 1.000e-03, eta: 5:16:10, time: 0.137, data_time: 0.000, loss: 1.0370 2022-11-02 20:51:54,915 - mmcls - INFO - Epoch [73][2400/5005] lr: 1.000e-03, eta: 5:15:56, time: 0.136, data_time: 0.000, loss: 1.0524 2022-11-02 20:52:08,497 - mmcls - INFO - Epoch [73][2500/5005] lr: 1.000e-03, eta: 5:15:42, time: 0.136, data_time: 0.000, loss: 1.0440 2022-11-02 20:52:22,114 - mmcls - INFO - Epoch [73][2600/5005] lr: 1.000e-03, eta: 5:15:28, time: 0.136, data_time: 0.000, loss: 1.0628 2022-11-02 20:52:36,072 - mmcls - INFO - Epoch [73][2700/5005] lr: 1.000e-03, eta: 5:15:14, time: 0.140, data_time: 0.000, loss: 1.0575 2022-11-02 20:52:49,790 - mmcls - INFO - Epoch [73][2800/5005] lr: 1.000e-03, eta: 5:15:01, time: 0.137, data_time: 0.000, loss: 1.0568 2022-11-02 20:53:03,514 - mmcls - INFO - Epoch [73][2900/5005] lr: 1.000e-03, eta: 5:14:47, time: 0.137, data_time: 0.000, loss: 1.0416 2022-11-02 20:53:17,291 - mmcls - INFO - Epoch [73][3000/5005] lr: 1.000e-03, eta: 5:14:33, time: 0.138, data_time: 0.000, loss: 1.0286 2022-11-02 20:53:31,025 - mmcls - INFO - Epoch [73][3100/5005] lr: 1.000e-03, eta: 5:14:19, time: 0.137, data_time: 0.000, loss: 1.0515 2022-11-02 20:53:44,589 - mmcls - INFO - Epoch [73][3200/5005] lr: 1.000e-03, eta: 5:14:05, time: 0.136, data_time: 0.000, loss: 1.0302 2022-11-02 20:53:58,256 - mmcls - INFO - Epoch [73][3300/5005] lr: 1.000e-03, eta: 5:13:52, time: 0.137, data_time: 0.000, loss: 1.0409 2022-11-02 20:54:11,920 - mmcls - INFO - Epoch [73][3400/5005] lr: 1.000e-03, eta: 5:13:38, time: 0.137, data_time: 0.000, loss: 1.0374 2022-11-02 20:54:25,607 - mmcls - INFO - Epoch [73][3500/5005] lr: 1.000e-03, eta: 5:13:24, time: 0.137, data_time: 0.000, loss: 1.0514 2022-11-02 20:54:39,346 - mmcls - INFO - Epoch [73][3600/5005] lr: 1.000e-03, eta: 5:13:10, time: 0.137, data_time: 0.000, loss: 1.0673 2022-11-02 20:54:52,934 - mmcls - INFO - Epoch [73][3700/5005] lr: 1.000e-03, eta: 5:12:56, time: 0.136, data_time: 0.000, loss: 1.0474 2022-11-02 20:55:06,598 - mmcls - INFO - Epoch [73][3800/5005] lr: 1.000e-03, eta: 5:12:43, time: 0.137, data_time: 0.000, loss: 1.0331 2022-11-02 20:55:20,329 - mmcls - INFO - Epoch [73][3900/5005] lr: 1.000e-03, eta: 5:12:29, time: 0.137, data_time: 0.000, loss: 1.0599 2022-11-02 20:55:34,038 - mmcls - INFO - Epoch [73][4000/5005] lr: 1.000e-03, eta: 5:12:15, time: 0.137, data_time: 0.001, loss: 1.0482 2022-11-02 20:55:47,766 - mmcls - INFO - Epoch [73][4100/5005] lr: 1.000e-03, eta: 5:12:01, time: 0.137, data_time: 0.000, loss: 1.0556 2022-11-02 20:56:01,613 - mmcls - INFO - Epoch [73][4200/5005] lr: 1.000e-03, eta: 5:11:48, time: 0.138, data_time: 0.000, loss: 1.0331 2022-11-02 20:56:15,340 - mmcls - INFO - Epoch [73][4300/5005] lr: 1.000e-03, eta: 5:11:34, time: 0.137, data_time: 0.000, loss: 1.0535 2022-11-02 20:56:29,013 - mmcls - INFO - Epoch [73][4400/5005] lr: 1.000e-03, eta: 5:11:20, time: 0.137, data_time: 0.000, loss: 1.0356 2022-11-02 20:56:42,724 - mmcls - INFO - Epoch [73][4500/5005] lr: 1.000e-03, eta: 5:11:06, time: 0.137, data_time: 0.000, loss: 1.0302 2022-11-02 20:56:56,484 - mmcls - INFO - Epoch [73][4600/5005] lr: 1.000e-03, eta: 5:10:53, time: 0.138, data_time: 0.000, loss: 1.0483 2022-11-02 20:57:10,275 - mmcls - INFO - Epoch [73][4700/5005] lr: 1.000e-03, eta: 5:10:39, time: 0.138, data_time: 0.000, loss: 1.0546 2022-11-02 20:57:24,051 - mmcls - INFO - Epoch [73][4800/5005] lr: 1.000e-03, eta: 5:10:25, time: 0.138, data_time: 0.000, loss: 1.0441 2022-11-02 20:57:37,708 - mmcls - INFO - Epoch [73][4900/5005] lr: 1.000e-03, eta: 5:10:11, time: 0.137, data_time: 0.000, loss: 1.0669 2022-11-02 20:57:51,322 - mmcls - INFO - Epoch [73][5000/5005] lr: 1.000e-03, eta: 5:09:57, time: 0.136, data_time: 0.000, loss: 1.0455 2022-11-02 20:57:52,019 - mmcls - INFO - Saving checkpoint at 73 epochs 2022-11-02 20:58:15,355 - mmcls - INFO - Epoch(val) [73][196] accuracy_top-1: 75.7140, accuracy_top-5: 92.8400 2022-11-02 20:58:31,032 - mmcls - INFO - Epoch [74][100/5005] lr: 1.000e-03, eta: 5:09:43, time: 0.157, data_time: 0.024, loss: 1.0262 2022-11-02 20:58:44,489 - mmcls - INFO - Epoch [74][200/5005] lr: 1.000e-03, eta: 5:09:30, time: 0.135, data_time: 0.000, loss: 1.0296 2022-11-02 20:58:58,159 - mmcls - INFO - Epoch [74][300/5005] lr: 1.000e-03, eta: 5:09:16, time: 0.137, data_time: 0.001, loss: 1.0268 2022-11-02 20:59:11,700 - mmcls - INFO - Epoch [74][400/5005] lr: 1.000e-03, eta: 5:09:02, time: 0.135, data_time: 0.000, loss: 1.0355 2022-11-02 20:59:25,347 - mmcls - INFO - Epoch [74][500/5005] lr: 1.000e-03, eta: 5:08:48, time: 0.136, data_time: 0.000, loss: 1.0238 2022-11-02 20:59:38,883 - mmcls - INFO - Epoch [74][600/5005] lr: 1.000e-03, eta: 5:08:34, time: 0.135, data_time: 0.000, loss: 1.0325 2022-11-02 20:59:52,492 - mmcls - INFO - Epoch [74][700/5005] lr: 1.000e-03, eta: 5:08:20, time: 0.136, data_time: 0.000, loss: 1.0393 2022-11-02 21:00:06,278 - mmcls - INFO - Epoch [74][800/5005] lr: 1.000e-03, eta: 5:08:07, time: 0.138, data_time: 0.000, loss: 1.0500 2022-11-02 21:00:19,900 - mmcls - INFO - Epoch [74][900/5005] lr: 1.000e-03, eta: 5:07:53, time: 0.136, data_time: 0.000, loss: 1.0372 2022-11-02 21:00:33,554 - mmcls - INFO - Epoch [74][1000/5005] lr: 1.000e-03, eta: 5:07:39, time: 0.137, data_time: 0.000, loss: 1.0416 2022-11-02 21:00:47,399 - mmcls - INFO - Epoch [74][1100/5005] lr: 1.000e-03, eta: 5:07:25, time: 0.138, data_time: 0.000, loss: 1.0243 2022-11-02 21:01:01,234 - mmcls - INFO - Epoch [74][1200/5005] lr: 1.000e-03, eta: 5:07:12, time: 0.138, data_time: 0.000, loss: 1.0405 2022-11-02 21:01:14,941 - mmcls - INFO - Epoch [74][1300/5005] lr: 1.000e-03, eta: 5:06:58, time: 0.137, data_time: 0.000, loss: 1.0326 2022-11-02 21:01:28,693 - mmcls - INFO - Epoch [74][1400/5005] lr: 1.000e-03, eta: 5:06:44, time: 0.138, data_time: 0.000, loss: 1.0250 2022-11-02 21:01:42,282 - mmcls - INFO - Epoch [74][1500/5005] lr: 1.000e-03, eta: 5:06:30, time: 0.136, data_time: 0.000, loss: 1.0199 2022-11-02 21:01:55,911 - mmcls - INFO - Epoch [74][1600/5005] lr: 1.000e-03, eta: 5:06:16, time: 0.136, data_time: 0.000, loss: 1.0358 2022-11-02 21:02:09,491 - mmcls - INFO - Epoch [74][1700/5005] lr: 1.000e-03, eta: 5:06:03, time: 0.136, data_time: 0.000, loss: 1.0397 2022-11-02 21:02:23,188 - mmcls - INFO - Epoch [74][1800/5005] lr: 1.000e-03, eta: 5:05:49, time: 0.137, data_time: 0.000, loss: 1.0478 2022-11-02 21:02:37,011 - mmcls - INFO - Epoch [74][1900/5005] lr: 1.000e-03, eta: 5:05:35, time: 0.138, data_time: 0.000, loss: 1.0455 2022-11-02 21:02:50,846 - mmcls - INFO - Epoch [74][2000/5005] lr: 1.000e-03, eta: 5:05:21, time: 0.138, data_time: 0.000, loss: 1.0382 2022-11-02 21:03:04,385 - mmcls - INFO - Epoch [74][2100/5005] lr: 1.000e-03, eta: 5:05:07, time: 0.135, data_time: 0.000, loss: 1.0233 2022-11-02 21:03:17,886 - mmcls - INFO - Epoch [74][2200/5005] lr: 1.000e-03, eta: 5:04:54, time: 0.135, data_time: 0.000, loss: 1.0351 2022-11-02 21:03:31,550 - mmcls - INFO - Epoch [74][2300/5005] lr: 1.000e-03, eta: 5:04:40, time: 0.137, data_time: 0.000, loss: 1.0560 2022-11-02 21:03:45,255 - mmcls - INFO - Epoch [74][2400/5005] lr: 1.000e-03, eta: 5:04:26, time: 0.137, data_time: 0.000, loss: 1.0360 2022-11-02 21:03:58,967 - mmcls - INFO - Epoch [74][2500/5005] lr: 1.000e-03, eta: 5:04:12, time: 0.137, data_time: 0.000, loss: 1.0438 2022-11-02 21:04:12,677 - mmcls - INFO - Epoch [74][2600/5005] lr: 1.000e-03, eta: 5:03:58, time: 0.137, data_time: 0.000, loss: 1.0502 2022-11-02 21:04:26,499 - mmcls - INFO - Epoch [74][2700/5005] lr: 1.000e-03, eta: 5:03:45, time: 0.138, data_time: 0.000, loss: 1.0352 2022-11-02 21:04:40,193 - mmcls - INFO - Epoch [74][2800/5005] lr: 1.000e-03, eta: 5:03:31, time: 0.137, data_time: 0.000, loss: 1.0458 2022-11-02 21:04:53,872 - mmcls - INFO - Epoch [74][2900/5005] lr: 1.000e-03, eta: 5:03:17, time: 0.137, data_time: 0.000, loss: 1.0263 2022-11-02 21:05:07,745 - mmcls - INFO - Epoch [74][3000/5005] lr: 1.000e-03, eta: 5:03:03, time: 0.139, data_time: 0.000, loss: 1.0414 2022-11-02 21:05:21,334 - mmcls - INFO - Epoch [74][3100/5005] lr: 1.000e-03, eta: 5:02:50, time: 0.136, data_time: 0.000, loss: 1.0227 2022-11-02 21:05:35,170 - mmcls - INFO - Epoch [74][3200/5005] lr: 1.000e-03, eta: 5:02:36, time: 0.138, data_time: 0.000, loss: 1.0231 2022-11-02 21:05:48,781 - mmcls - INFO - Epoch [74][3300/5005] lr: 1.000e-03, eta: 5:02:22, time: 0.136, data_time: 0.000, loss: 1.0451 2022-11-02 21:06:02,460 - mmcls - INFO - Epoch [74][3400/5005] lr: 1.000e-03, eta: 5:02:08, time: 0.137, data_time: 0.000, loss: 1.0325 2022-11-02 21:06:16,197 - mmcls - INFO - Epoch [74][3500/5005] lr: 1.000e-03, eta: 5:01:54, time: 0.137, data_time: 0.000, loss: 1.0308 2022-11-02 21:06:29,851 - mmcls - INFO - Epoch [74][3600/5005] lr: 1.000e-03, eta: 5:01:41, time: 0.137, data_time: 0.000, loss: 1.0479 2022-11-02 21:06:43,484 - mmcls - INFO - Epoch [74][3700/5005] lr: 1.000e-03, eta: 5:01:27, time: 0.136, data_time: 0.000, loss: 1.0290 2022-11-02 21:06:57,264 - mmcls - INFO - Epoch [74][3800/5005] lr: 1.000e-03, eta: 5:01:13, time: 0.138, data_time: 0.000, loss: 1.0506 2022-11-02 21:07:10,867 - mmcls - INFO - Epoch [74][3900/5005] lr: 1.000e-03, eta: 5:00:59, time: 0.136, data_time: 0.000, loss: 1.0502 2022-11-02 21:07:24,587 - mmcls - INFO - Epoch [74][4000/5005] lr: 1.000e-03, eta: 5:00:46, time: 0.137, data_time: 0.000, loss: 1.0283 2022-11-02 21:07:38,328 - mmcls - INFO - Epoch [74][4100/5005] lr: 1.000e-03, eta: 5:00:32, time: 0.137, data_time: 0.000, loss: 1.0387 2022-11-02 21:07:52,202 - mmcls - INFO - Epoch [74][4200/5005] lr: 1.000e-03, eta: 5:00:18, time: 0.139, data_time: 0.000, loss: 1.0402 2022-11-02 21:08:05,923 - mmcls - INFO - Epoch [74][4300/5005] lr: 1.000e-03, eta: 5:00:04, time: 0.137, data_time: 0.000, loss: 1.0518 2022-11-02 21:08:19,860 - mmcls - INFO - Epoch [74][4400/5005] lr: 1.000e-03, eta: 4:59:51, time: 0.139, data_time: 0.000, loss: 1.0320 2022-11-02 21:08:33,576 - mmcls - INFO - Epoch [74][4500/5005] lr: 1.000e-03, eta: 4:59:37, time: 0.137, data_time: 0.000, loss: 1.0461 2022-11-02 21:08:47,166 - mmcls - INFO - Epoch [74][4600/5005] lr: 1.000e-03, eta: 4:59:23, time: 0.136, data_time: 0.000, loss: 1.0354 2022-11-02 21:09:00,887 - mmcls - INFO - Epoch [74][4700/5005] lr: 1.000e-03, eta: 4:59:09, time: 0.137, data_time: 0.000, loss: 1.0355 2022-11-02 21:09:14,700 - mmcls - INFO - Epoch [74][4800/5005] lr: 1.000e-03, eta: 4:58:55, time: 0.138, data_time: 0.000, loss: 1.0496 2022-11-02 21:09:28,526 - mmcls - INFO - Epoch [74][4900/5005] lr: 1.000e-03, eta: 4:58:42, time: 0.138, data_time: 0.000, loss: 1.0384 2022-11-02 21:09:42,180 - mmcls - INFO - Epoch [74][5000/5005] lr: 1.000e-03, eta: 4:58:28, time: 0.137, data_time: 0.000, loss: 1.0345 2022-11-02 21:09:42,865 - mmcls - INFO - Saving checkpoint at 74 epochs 2022-11-02 21:10:06,250 - mmcls - INFO - Epoch(val) [74][196] accuracy_top-1: 75.7960, accuracy_top-5: 92.8100 2022-11-02 21:10:22,103 - mmcls - INFO - Epoch [75][100/5005] lr: 1.000e-03, eta: 4:58:14, time: 0.159, data_time: 0.024, loss: 1.0309 2022-11-02 21:10:35,475 - mmcls - INFO - Epoch [75][200/5005] lr: 1.000e-03, eta: 4:58:00, time: 0.134, data_time: 0.000, loss: 1.0373 2022-11-02 21:10:49,019 - mmcls - INFO - Epoch [75][300/5005] lr: 1.000e-03, eta: 4:57:46, time: 0.135, data_time: 0.000, loss: 1.0326 2022-11-02 21:11:02,461 - mmcls - INFO - Epoch [75][400/5005] lr: 1.000e-03, eta: 4:57:32, time: 0.134, data_time: 0.000, loss: 1.0398 2022-11-02 21:11:16,083 - mmcls - INFO - Epoch [75][500/5005] lr: 1.000e-03, eta: 4:57:18, time: 0.136, data_time: 0.000, loss: 1.0187 2022-11-02 21:11:29,766 - mmcls - INFO - Epoch [75][600/5005] lr: 1.000e-03, eta: 4:57:05, time: 0.137, data_time: 0.000, loss: 1.0075 2022-11-02 21:11:43,387 - mmcls - INFO - Epoch [75][700/5005] lr: 1.000e-03, eta: 4:56:51, time: 0.136, data_time: 0.000, loss: 1.0217 2022-11-02 21:11:57,225 - mmcls - INFO - Epoch [75][800/5005] lr: 1.000e-03, eta: 4:56:37, time: 0.138, data_time: 0.000, loss: 1.0138 2022-11-02 21:12:11,035 - mmcls - INFO - Epoch [75][900/5005] lr: 1.000e-03, eta: 4:56:23, time: 0.138, data_time: 0.000, loss: 1.0308 2022-11-02 21:12:24,735 - mmcls - INFO - Epoch [75][1000/5005] lr: 1.000e-03, eta: 4:56:10, time: 0.137, data_time: 0.000, loss: 1.0368 2022-11-02 21:12:38,376 - mmcls - INFO - Epoch [75][1100/5005] lr: 1.000e-03, eta: 4:55:56, time: 0.136, data_time: 0.000, loss: 1.0341 2022-11-02 21:12:52,079 - mmcls - INFO - Epoch [75][1200/5005] lr: 1.000e-03, eta: 4:55:42, time: 0.137, data_time: 0.000, loss: 1.0477 2022-11-02 21:13:05,740 - mmcls - INFO - Epoch [75][1300/5005] lr: 1.000e-03, eta: 4:55:28, time: 0.137, data_time: 0.000, loss: 1.0265 2022-11-02 21:13:19,238 - mmcls - INFO - Epoch [75][1400/5005] lr: 1.000e-03, eta: 4:55:14, time: 0.135, data_time: 0.000, loss: 1.0372 2022-11-02 21:13:32,823 - mmcls - INFO - Epoch [75][1500/5005] lr: 1.000e-03, eta: 4:55:01, time: 0.136, data_time: 0.000, loss: 1.0349 2022-11-02 21:13:46,554 - mmcls - INFO - Epoch [75][1600/5005] lr: 1.000e-03, eta: 4:54:47, time: 0.137, data_time: 0.000, loss: 1.0245 2022-11-02 21:14:00,152 - mmcls - INFO - Epoch [75][1700/5005] lr: 1.000e-03, eta: 4:54:33, time: 0.136, data_time: 0.000, loss: 1.0404 2022-11-02 21:14:13,819 - mmcls - INFO - Epoch [75][1800/5005] lr: 1.000e-03, eta: 4:54:19, time: 0.137, data_time: 0.000, loss: 1.0471 2022-11-02 21:14:27,459 - mmcls - INFO - Epoch [75][1900/5005] lr: 1.000e-03, eta: 4:54:05, time: 0.136, data_time: 0.000, loss: 1.0196 2022-11-02 21:14:40,999 - mmcls - INFO - Epoch [75][2000/5005] lr: 1.000e-03, eta: 4:53:52, time: 0.135, data_time: 0.000, loss: 1.0454 2022-11-02 21:14:54,741 - mmcls - INFO - Epoch [75][2100/5005] lr: 1.000e-03, eta: 4:53:38, time: 0.137, data_time: 0.000, loss: 1.0126 2022-11-02 21:15:08,404 - mmcls - INFO - Epoch [75][2200/5005] lr: 1.000e-03, eta: 4:53:24, time: 0.137, data_time: 0.000, loss: 1.0437 2022-11-02 21:15:22,249 - mmcls - INFO - Epoch [75][2300/5005] lr: 1.000e-03, eta: 4:53:10, time: 0.138, data_time: 0.000, loss: 1.0376 2022-11-02 21:15:35,868 - mmcls - INFO - Epoch [75][2400/5005] lr: 1.000e-03, eta: 4:52:56, time: 0.136, data_time: 0.000, loss: 1.0377 2022-11-02 21:15:49,476 - mmcls - INFO - Epoch [75][2500/5005] lr: 1.000e-03, eta: 4:52:43, time: 0.136, data_time: 0.000, loss: 1.0312 2022-11-02 21:16:03,202 - mmcls - INFO - Epoch [75][2600/5005] lr: 1.000e-03, eta: 4:52:29, time: 0.137, data_time: 0.000, loss: 1.0461 2022-11-02 21:16:16,901 - mmcls - INFO - Epoch [75][2700/5005] lr: 1.000e-03, eta: 4:52:15, time: 0.137, data_time: 0.000, loss: 1.0097 2022-11-02 21:16:30,457 - mmcls - INFO - Epoch [75][2800/5005] lr: 1.000e-03, eta: 4:52:01, time: 0.136, data_time: 0.000, loss: 1.0381 2022-11-02 21:16:44,140 - mmcls - INFO - Epoch [75][2900/5005] lr: 1.000e-03, eta: 4:51:47, time: 0.137, data_time: 0.000, loss: 1.0378 2022-11-02 21:16:57,805 - mmcls - INFO - Epoch [75][3000/5005] lr: 1.000e-03, eta: 4:51:34, time: 0.137, data_time: 0.000, loss: 1.0339 2022-11-02 21:17:11,564 - mmcls - INFO - Epoch [75][3100/5005] lr: 1.000e-03, eta: 4:51:20, time: 0.138, data_time: 0.000, loss: 1.0364 2022-11-02 21:17:25,193 - mmcls - INFO - Epoch [75][3200/5005] lr: 1.000e-03, eta: 4:51:06, time: 0.136, data_time: 0.000, loss: 1.0407 2022-11-02 21:17:38,872 - mmcls - INFO - Epoch [75][3300/5005] lr: 1.000e-03, eta: 4:50:52, time: 0.137, data_time: 0.000, loss: 1.0277 2022-11-02 21:17:52,627 - mmcls - INFO - Epoch [75][3400/5005] lr: 1.000e-03, eta: 4:50:39, time: 0.138, data_time: 0.000, loss: 1.0475 2022-11-02 21:18:06,331 - mmcls - INFO - Epoch [75][3500/5005] lr: 1.000e-03, eta: 4:50:25, time: 0.137, data_time: 0.000, loss: 1.0234 2022-11-02 21:18:19,931 - mmcls - INFO - Epoch [75][3600/5005] lr: 1.000e-03, eta: 4:50:11, time: 0.136, data_time: 0.000, loss: 1.0358 2022-11-02 21:18:33,691 - mmcls - INFO - Epoch [75][3700/5005] lr: 1.000e-03, eta: 4:49:57, time: 0.138, data_time: 0.000, loss: 1.0470 2022-11-02 21:18:47,420 - mmcls - INFO - Epoch [75][3800/5005] lr: 1.000e-03, eta: 4:49:43, time: 0.137, data_time: 0.000, loss: 1.0418 2022-11-02 21:19:01,058 - mmcls - INFO - Epoch [75][3900/5005] lr: 1.000e-03, eta: 4:49:30, time: 0.136, data_time: 0.000, loss: 1.0482 2022-11-02 21:19:14,646 - mmcls - INFO - Epoch [75][4000/5005] lr: 1.000e-03, eta: 4:49:16, time: 0.136, data_time: 0.000, loss: 1.0274 2022-11-02 21:19:28,334 - mmcls - INFO - Epoch [75][4100/5005] lr: 1.000e-03, eta: 4:49:02, time: 0.137, data_time: 0.000, loss: 1.0391 2022-11-02 21:19:42,229 - mmcls - INFO - Epoch [75][4200/5005] lr: 1.000e-03, eta: 4:48:48, time: 0.139, data_time: 0.000, loss: 1.0409 2022-11-02 21:19:55,956 - mmcls - INFO - Epoch [75][4300/5005] lr: 1.000e-03, eta: 4:48:35, time: 0.137, data_time: 0.000, loss: 1.0507 2022-11-02 21:20:09,657 - mmcls - INFO - Epoch [75][4400/5005] lr: 1.000e-03, eta: 4:48:21, time: 0.137, data_time: 0.000, loss: 1.0373 2022-11-02 21:20:23,351 - mmcls - INFO - Epoch [75][4500/5005] lr: 1.000e-03, eta: 4:48:07, time: 0.137, data_time: 0.000, loss: 1.0436 2022-11-02 21:20:37,060 - mmcls - INFO - Epoch [75][4600/5005] lr: 1.000e-03, eta: 4:47:53, time: 0.137, data_time: 0.000, loss: 1.0362 2022-11-02 21:20:50,725 - mmcls - INFO - Epoch [75][4700/5005] lr: 1.000e-03, eta: 4:47:39, time: 0.137, data_time: 0.000, loss: 1.0566 2022-11-02 21:21:04,513 - mmcls - INFO - Epoch [75][4800/5005] lr: 1.000e-03, eta: 4:47:26, time: 0.138, data_time: 0.001, loss: 1.0428 2022-11-02 21:21:18,139 - mmcls - INFO - Epoch [75][4900/5005] lr: 1.000e-03, eta: 4:47:12, time: 0.136, data_time: 0.000, loss: 1.0111 2022-11-02 21:21:31,842 - mmcls - INFO - Epoch [75][5000/5005] lr: 1.000e-03, eta: 4:46:58, time: 0.137, data_time: 0.000, loss: 1.0222 2022-11-02 21:21:32,536 - mmcls - INFO - Saving checkpoint at 75 epochs 2022-11-02 21:21:55,709 - mmcls - INFO - Epoch(val) [75][196] accuracy_top-1: 75.7180, accuracy_top-5: 92.8860 2022-11-02 21:22:11,509 - mmcls - INFO - Epoch [76][100/5005] lr: 1.000e-03, eta: 4:46:44, time: 0.158, data_time: 0.024, loss: 1.0319 2022-11-02 21:22:24,893 - mmcls - INFO - Epoch [76][200/5005] lr: 1.000e-03, eta: 4:46:30, time: 0.134, data_time: 0.000, loss: 1.0368 2022-11-02 21:22:38,374 - mmcls - INFO - Epoch [76][300/5005] lr: 1.000e-03, eta: 4:46:16, time: 0.135, data_time: 0.000, loss: 1.0351 2022-11-02 21:22:51,978 - mmcls - INFO - Epoch [76][400/5005] lr: 1.000e-03, eta: 4:46:02, time: 0.136, data_time: 0.000, loss: 1.0376 2022-11-02 21:23:05,656 - mmcls - INFO - Epoch [76][500/5005] lr: 1.000e-03, eta: 4:45:49, time: 0.137, data_time: 0.000, loss: 1.0271 2022-11-02 21:23:19,345 - mmcls - INFO - Epoch [76][600/5005] lr: 1.000e-03, eta: 4:45:35, time: 0.137, data_time: 0.000, loss: 1.0108 2022-11-02 21:23:32,981 - mmcls - INFO - Epoch [76][700/5005] lr: 1.000e-03, eta: 4:45:21, time: 0.136, data_time: 0.000, loss: 1.0438 2022-11-02 21:23:46,711 - mmcls - INFO - Epoch [76][800/5005] lr: 1.000e-03, eta: 4:45:07, time: 0.137, data_time: 0.000, loss: 1.0153 2022-11-02 21:24:00,492 - mmcls - INFO - Epoch [76][900/5005] lr: 1.000e-03, eta: 4:44:54, time: 0.138, data_time: 0.000, loss: 1.0359 2022-11-02 21:24:14,142 - mmcls - INFO - Epoch [76][1000/5005] lr: 1.000e-03, eta: 4:44:40, time: 0.136, data_time: 0.000, loss: 1.0045 2022-11-02 21:24:27,637 - mmcls - INFO - Epoch [76][1100/5005] lr: 1.000e-03, eta: 4:44:26, time: 0.135, data_time: 0.000, loss: 1.0163 2022-11-02 21:24:41,415 - mmcls - INFO - Epoch [76][1200/5005] lr: 1.000e-03, eta: 4:44:12, time: 0.138, data_time: 0.000, loss: 1.0291 2022-11-02 21:24:55,124 - mmcls - INFO - Epoch [76][1300/5005] lr: 1.000e-03, eta: 4:43:58, time: 0.137, data_time: 0.000, loss: 1.0142 2022-11-02 21:25:09,047 - mmcls - INFO - Epoch [76][1400/5005] lr: 1.000e-03, eta: 4:43:45, time: 0.139, data_time: 0.000, loss: 1.0293 2022-11-02 21:25:22,830 - mmcls - INFO - Epoch [76][1500/5005] lr: 1.000e-03, eta: 4:43:31, time: 0.138, data_time: 0.000, loss: 1.0220 2022-11-02 21:25:36,560 - mmcls - INFO - Epoch [76][1600/5005] lr: 1.000e-03, eta: 4:43:17, time: 0.137, data_time: 0.000, loss: 1.0164 2022-11-02 21:25:50,273 - mmcls - INFO - Epoch [76][1700/5005] lr: 1.000e-03, eta: 4:43:03, time: 0.137, data_time: 0.000, loss: 1.0405 2022-11-02 21:26:03,944 - mmcls - INFO - Epoch [76][1800/5005] lr: 1.000e-03, eta: 4:42:50, time: 0.137, data_time: 0.000, loss: 1.0256 2022-11-02 21:26:17,829 - mmcls - INFO - Epoch [76][1900/5005] lr: 1.000e-03, eta: 4:42:36, time: 0.139, data_time: 0.000, loss: 1.0392 2022-11-02 21:26:31,548 - mmcls - INFO - Epoch [76][2000/5005] lr: 1.000e-03, eta: 4:42:22, time: 0.137, data_time: 0.000, loss: 1.0370 2022-11-02 21:26:45,122 - mmcls - INFO - Epoch [76][2100/5005] lr: 1.000e-03, eta: 4:42:08, time: 0.136, data_time: 0.000, loss: 1.0226 2022-11-02 21:26:58,781 - mmcls - INFO - Epoch [76][2200/5005] lr: 1.000e-03, eta: 4:41:55, time: 0.137, data_time: 0.000, loss: 1.0346 2022-11-02 21:27:12,572 - mmcls - INFO - Epoch [76][2300/5005] lr: 1.000e-03, eta: 4:41:41, time: 0.138, data_time: 0.001, loss: 1.0436 2022-11-02 21:27:26,156 - mmcls - INFO - Epoch [76][2400/5005] lr: 1.000e-03, eta: 4:41:27, time: 0.136, data_time: 0.000, loss: 1.0512 2022-11-02 21:27:40,013 - mmcls - INFO - Epoch [76][2500/5005] lr: 1.000e-03, eta: 4:41:13, time: 0.139, data_time: 0.000, loss: 1.0385 2022-11-02 21:27:53,749 - mmcls - INFO - Epoch [76][2600/5005] lr: 1.000e-03, eta: 4:40:59, time: 0.137, data_time: 0.000, loss: 1.0316 2022-11-02 21:28:07,390 - mmcls - INFO - Epoch [76][2700/5005] lr: 1.000e-03, eta: 4:40:46, time: 0.136, data_time: 0.000, loss: 1.0222 2022-11-02 21:28:21,153 - mmcls - INFO - Epoch [76][2800/5005] lr: 1.000e-03, eta: 4:40:32, time: 0.138, data_time: 0.000, loss: 1.0293 2022-11-02 21:28:34,873 - mmcls - INFO - Epoch [76][2900/5005] lr: 1.000e-03, eta: 4:40:18, time: 0.137, data_time: 0.000, loss: 1.0551 2022-11-02 21:28:48,621 - mmcls - INFO - Epoch [76][3000/5005] lr: 1.000e-03, eta: 4:40:04, time: 0.137, data_time: 0.000, loss: 1.0129 2022-11-02 21:29:02,285 - mmcls - INFO - Epoch [76][3100/5005] lr: 1.000e-03, eta: 4:39:51, time: 0.137, data_time: 0.000, loss: 1.0327 2022-11-02 21:29:15,856 - mmcls - INFO - Epoch [76][3200/5005] lr: 1.000e-03, eta: 4:39:37, time: 0.136, data_time: 0.000, loss: 1.0348 2022-11-02 21:29:29,494 - mmcls - INFO - Epoch [76][3300/5005] lr: 1.000e-03, eta: 4:39:23, time: 0.136, data_time: 0.000, loss: 1.0454 2022-11-02 21:29:43,216 - mmcls - INFO - Epoch [76][3400/5005] lr: 1.000e-03, eta: 4:39:09, time: 0.137, data_time: 0.000, loss: 1.0319 2022-11-02 21:29:56,991 - mmcls - INFO - Epoch [76][3500/5005] lr: 1.000e-03, eta: 4:38:55, time: 0.138, data_time: 0.000, loss: 1.0271 2022-11-02 21:30:10,897 - mmcls - INFO - Epoch [76][3600/5005] lr: 1.000e-03, eta: 4:38:42, time: 0.139, data_time: 0.000, loss: 1.0335 2022-11-02 21:30:24,624 - mmcls - INFO - Epoch [76][3700/5005] lr: 1.000e-03, eta: 4:38:28, time: 0.137, data_time: 0.000, loss: 1.0070 2022-11-02 21:30:38,210 - mmcls - INFO - Epoch [76][3800/5005] lr: 1.000e-03, eta: 4:38:14, time: 0.136, data_time: 0.000, loss: 1.0384 2022-11-02 21:30:51,734 - mmcls - INFO - Epoch [76][3900/5005] lr: 1.000e-03, eta: 4:38:00, time: 0.135, data_time: 0.000, loss: 1.0161 2022-11-02 21:31:05,436 - mmcls - INFO - Epoch [76][4000/5005] lr: 1.000e-03, eta: 4:37:46, time: 0.137, data_time: 0.000, loss: 1.0327 2022-11-02 21:31:19,132 - mmcls - INFO - Epoch [76][4100/5005] lr: 1.000e-03, eta: 4:37:33, time: 0.137, data_time: 0.001, loss: 1.0438 2022-11-02 21:31:32,896 - mmcls - INFO - Epoch [76][4200/5005] lr: 1.000e-03, eta: 4:37:19, time: 0.138, data_time: 0.000, loss: 1.0307 2022-11-02 21:31:46,588 - mmcls - INFO - Epoch [76][4300/5005] lr: 1.000e-03, eta: 4:37:05, time: 0.137, data_time: 0.000, loss: 1.0326 2022-11-02 21:32:00,386 - mmcls - INFO - Epoch [76][4400/5005] lr: 1.000e-03, eta: 4:36:51, time: 0.138, data_time: 0.000, loss: 1.0430 2022-11-02 21:32:14,020 - mmcls - INFO - Epoch [76][4500/5005] lr: 1.000e-03, eta: 4:36:38, time: 0.136, data_time: 0.000, loss: 1.0315 2022-11-02 21:32:27,979 - mmcls - INFO - Epoch [76][4600/5005] lr: 1.000e-03, eta: 4:36:24, time: 0.140, data_time: 0.000, loss: 1.0463 2022-11-02 21:32:41,682 - mmcls - INFO - Epoch [76][4700/5005] lr: 1.000e-03, eta: 4:36:10, time: 0.137, data_time: 0.000, loss: 1.0386 2022-11-02 21:32:55,364 - mmcls - INFO - Epoch [76][4800/5005] lr: 1.000e-03, eta: 4:35:56, time: 0.137, data_time: 0.000, loss: 1.0359 2022-11-02 21:33:08,988 - mmcls - INFO - Epoch [76][4900/5005] lr: 1.000e-03, eta: 4:35:43, time: 0.136, data_time: 0.000, loss: 1.0386 2022-11-02 21:33:22,479 - mmcls - INFO - Epoch [76][5000/5005] lr: 1.000e-03, eta: 4:35:29, time: 0.135, data_time: 0.000, loss: 1.0424 2022-11-02 21:33:23,184 - mmcls - INFO - Saving checkpoint at 76 epochs 2022-11-02 21:33:46,691 - mmcls - INFO - Epoch(val) [76][196] accuracy_top-1: 75.7160, accuracy_top-5: 92.8860 2022-11-02 21:34:02,442 - mmcls - INFO - Epoch [77][100/5005] lr: 1.000e-03, eta: 4:35:15, time: 0.157, data_time: 0.024, loss: 1.0167 2022-11-02 21:34:16,011 - mmcls - INFO - Epoch [77][200/5005] lr: 1.000e-03, eta: 4:35:01, time: 0.136, data_time: 0.000, loss: 1.0161 2022-11-02 21:34:29,529 - mmcls - INFO - Epoch [77][300/5005] lr: 1.000e-03, eta: 4:34:47, time: 0.135, data_time: 0.000, loss: 1.0201 2022-11-02 21:34:43,123 - mmcls - INFO - Epoch [77][400/5005] lr: 1.000e-03, eta: 4:34:33, time: 0.136, data_time: 0.000, loss: 1.0083 2022-11-02 21:34:56,635 - mmcls - INFO - Epoch [77][500/5005] lr: 1.000e-03, eta: 4:34:19, time: 0.135, data_time: 0.000, loss: 1.0190 2022-11-02 21:35:10,277 - mmcls - INFO - Epoch [77][600/5005] lr: 1.000e-03, eta: 4:34:06, time: 0.136, data_time: 0.000, loss: 1.0367 2022-11-02 21:35:23,897 - mmcls - INFO - Epoch [77][700/5005] lr: 1.000e-03, eta: 4:33:52, time: 0.136, data_time: 0.000, loss: 1.0241 2022-11-02 21:35:37,640 - mmcls - INFO - Epoch [77][800/5005] lr: 1.000e-03, eta: 4:33:38, time: 0.137, data_time: 0.000, loss: 1.0250 2022-11-02 21:35:51,338 - mmcls - INFO - Epoch [77][900/5005] lr: 1.000e-03, eta: 4:33:24, time: 0.137, data_time: 0.000, loss: 1.0152 2022-11-02 21:36:05,085 - mmcls - INFO - Epoch [77][1000/5005] lr: 1.000e-03, eta: 4:33:10, time: 0.137, data_time: 0.000, loss: 1.0224 2022-11-02 21:36:18,796 - mmcls - INFO - Epoch [77][1100/5005] lr: 1.000e-03, eta: 4:32:57, time: 0.137, data_time: 0.000, loss: 1.0061 2022-11-02 21:36:32,490 - mmcls - INFO - Epoch [77][1200/5005] lr: 1.000e-03, eta: 4:32:43, time: 0.137, data_time: 0.000, loss: 1.0409 2022-11-02 21:36:46,177 - mmcls - INFO - Epoch [77][1300/5005] lr: 1.000e-03, eta: 4:32:29, time: 0.137, data_time: 0.000, loss: 1.0042 2022-11-02 21:36:59,897 - mmcls - INFO - Epoch [77][1400/5005] lr: 1.000e-03, eta: 4:32:15, time: 0.137, data_time: 0.000, loss: 1.0183 2022-11-02 21:37:13,572 - mmcls - INFO - Epoch [77][1500/5005] lr: 1.000e-03, eta: 4:32:02, time: 0.137, data_time: 0.000, loss: 1.0359 2022-11-02 21:37:27,198 - mmcls - INFO - Epoch [77][1600/5005] lr: 1.000e-03, eta: 4:31:48, time: 0.136, data_time: 0.000, loss: 1.0226 2022-11-02 21:37:40,909 - mmcls - INFO - Epoch [77][1700/5005] lr: 1.000e-03, eta: 4:31:34, time: 0.137, data_time: 0.000, loss: 1.0306 2022-11-02 21:37:54,644 - mmcls - INFO - Epoch [77][1800/5005] lr: 1.000e-03, eta: 4:31:20, time: 0.137, data_time: 0.000, loss: 1.0271 2022-11-02 21:38:08,448 - mmcls - INFO - Epoch [77][1900/5005] lr: 1.000e-03, eta: 4:31:06, time: 0.138, data_time: 0.000, loss: 1.0435 2022-11-02 21:38:22,039 - mmcls - INFO - Epoch [77][2000/5005] lr: 1.000e-03, eta: 4:30:53, time: 0.136, data_time: 0.000, loss: 1.0323 2022-11-02 21:38:35,750 - mmcls - INFO - Epoch [77][2100/5005] lr: 1.000e-03, eta: 4:30:39, time: 0.137, data_time: 0.000, loss: 1.0205 2022-11-02 21:38:49,524 - mmcls - INFO - Epoch [77][2200/5005] lr: 1.000e-03, eta: 4:30:25, time: 0.138, data_time: 0.000, loss: 1.0325 2022-11-02 21:39:03,316 - mmcls - INFO - Epoch [77][2300/5005] lr: 1.000e-03, eta: 4:30:11, time: 0.138, data_time: 0.000, loss: 1.0340 2022-11-02 21:39:17,000 - mmcls - INFO - Epoch [77][2400/5005] lr: 1.000e-03, eta: 4:29:58, time: 0.137, data_time: 0.000, loss: 1.0274 2022-11-02 21:39:30,600 - mmcls - INFO - Epoch [77][2500/5005] lr: 1.000e-03, eta: 4:29:44, time: 0.136, data_time: 0.000, loss: 1.0171 2022-11-02 21:39:44,394 - mmcls - INFO - Epoch [77][2600/5005] lr: 1.000e-03, eta: 4:29:30, time: 0.138, data_time: 0.000, loss: 1.0240 2022-11-02 21:39:58,051 - mmcls - INFO - Epoch [77][2700/5005] lr: 1.000e-03, eta: 4:29:16, time: 0.137, data_time: 0.000, loss: 1.0193 2022-11-02 21:40:11,733 - mmcls - INFO - Epoch [77][2800/5005] lr: 1.000e-03, eta: 4:29:02, time: 0.137, data_time: 0.000, loss: 1.0471 2022-11-02 21:40:25,383 - mmcls - INFO - Epoch [77][2900/5005] lr: 1.000e-03, eta: 4:28:49, time: 0.136, data_time: 0.000, loss: 1.0357 2022-11-02 21:40:39,139 - mmcls - INFO - Epoch [77][3000/5005] lr: 1.000e-03, eta: 4:28:35, time: 0.138, data_time: 0.000, loss: 1.0423 2022-11-02 21:40:52,787 - mmcls - INFO - Epoch [77][3100/5005] lr: 1.000e-03, eta: 4:28:21, time: 0.136, data_time: 0.000, loss: 1.0304 2022-11-02 21:41:06,551 - mmcls - INFO - Epoch [77][3200/5005] lr: 1.000e-03, eta: 4:28:07, time: 0.138, data_time: 0.000, loss: 1.0258 2022-11-02 21:41:20,303 - mmcls - INFO - Epoch [77][3300/5005] lr: 1.000e-03, eta: 4:27:54, time: 0.138, data_time: 0.000, loss: 1.0216 2022-11-02 21:41:33,930 - mmcls - INFO - Epoch [77][3400/5005] lr: 1.000e-03, eta: 4:27:40, time: 0.136, data_time: 0.000, loss: 1.0219 2022-11-02 21:41:47,650 - mmcls - INFO - Epoch [77][3500/5005] lr: 1.000e-03, eta: 4:27:26, time: 0.137, data_time: 0.000, loss: 1.0415 2022-11-02 21:42:01,354 - mmcls - INFO - Epoch [77][3600/5005] lr: 1.000e-03, eta: 4:27:12, time: 0.137, data_time: 0.001, loss: 1.0020 2022-11-02 21:42:15,080 - mmcls - INFO - Epoch [77][3700/5005] lr: 1.000e-03, eta: 4:26:58, time: 0.137, data_time: 0.000, loss: 1.0185 2022-11-02 21:42:28,887 - mmcls - INFO - Epoch [77][3800/5005] lr: 1.000e-03, eta: 4:26:45, time: 0.138, data_time: 0.000, loss: 1.0174 2022-11-02 21:42:42,514 - mmcls - INFO - Epoch [77][3900/5005] lr: 1.000e-03, eta: 4:26:31, time: 0.136, data_time: 0.000, loss: 1.0124 2022-11-02 21:42:56,333 - mmcls - INFO - Epoch [77][4000/5005] lr: 1.000e-03, eta: 4:26:17, time: 0.138, data_time: 0.000, loss: 1.0505 2022-11-02 21:43:10,054 - mmcls - INFO - Epoch [77][4100/5005] lr: 1.000e-03, eta: 4:26:03, time: 0.137, data_time: 0.000, loss: 1.0672 2022-11-02 21:43:23,743 - mmcls - INFO - Epoch [77][4200/5005] lr: 1.000e-03, eta: 4:25:50, time: 0.137, data_time: 0.000, loss: 1.0219 2022-11-02 21:43:37,411 - mmcls - INFO - Epoch [77][4300/5005] lr: 1.000e-03, eta: 4:25:36, time: 0.137, data_time: 0.000, loss: 1.0353 2022-11-02 21:43:51,112 - mmcls - INFO - Epoch [77][4400/5005] lr: 1.000e-03, eta: 4:25:22, time: 0.137, data_time: 0.000, loss: 1.0301 2022-11-02 21:44:04,883 - mmcls - INFO - Epoch [77][4500/5005] lr: 1.000e-03, eta: 4:25:08, time: 0.138, data_time: 0.000, loss: 1.0345 2022-11-02 21:44:18,570 - mmcls - INFO - Epoch [77][4600/5005] lr: 1.000e-03, eta: 4:24:54, time: 0.137, data_time: 0.000, loss: 1.0259 2022-11-02 21:44:32,310 - mmcls - INFO - Epoch [77][4700/5005] lr: 1.000e-03, eta: 4:24:41, time: 0.137, data_time: 0.000, loss: 1.0312 2022-11-02 21:44:46,114 - mmcls - INFO - Epoch [77][4800/5005] lr: 1.000e-03, eta: 4:24:27, time: 0.138, data_time: 0.000, loss: 1.0345 2022-11-02 21:44:59,761 - mmcls - INFO - Epoch [77][4900/5005] lr: 1.000e-03, eta: 4:24:13, time: 0.136, data_time: 0.000, loss: 1.0375 2022-11-02 21:45:13,471 - mmcls - INFO - Epoch [77][5000/5005] lr: 1.000e-03, eta: 4:23:59, time: 0.137, data_time: 0.000, loss: 1.0254 2022-11-02 21:45:14,156 - mmcls - INFO - Saving checkpoint at 77 epochs 2022-11-02 21:45:37,887 - mmcls - INFO - Epoch(val) [77][196] accuracy_top-1: 75.8680, accuracy_top-5: 92.8060 2022-11-02 21:45:53,603 - mmcls - INFO - Epoch [78][100/5005] lr: 1.000e-03, eta: 4:23:45, time: 0.157, data_time: 0.024, loss: 1.0029 2022-11-02 21:46:07,306 - mmcls - INFO - Epoch [78][200/5005] lr: 1.000e-03, eta: 4:23:32, time: 0.137, data_time: 0.000, loss: 1.0212 2022-11-02 21:46:20,946 - mmcls - INFO - Epoch [78][300/5005] lr: 1.000e-03, eta: 4:23:18, time: 0.136, data_time: 0.000, loss: 1.0262 2022-11-02 21:46:34,520 - mmcls - INFO - Epoch [78][400/5005] lr: 1.000e-03, eta: 4:23:04, time: 0.136, data_time: 0.000, loss: 1.0176 2022-11-02 21:46:48,131 - mmcls - INFO - Epoch [78][500/5005] lr: 1.000e-03, eta: 4:22:50, time: 0.136, data_time: 0.000, loss: 1.0299 2022-11-02 21:47:01,875 - mmcls - INFO - Epoch [78][600/5005] lr: 1.000e-03, eta: 4:22:36, time: 0.137, data_time: 0.000, loss: 1.0137 2022-11-02 21:47:15,704 - mmcls - INFO - Epoch [78][700/5005] lr: 1.000e-03, eta: 4:22:23, time: 0.138, data_time: 0.000, loss: 1.0139 2022-11-02 21:47:29,267 - mmcls - INFO - Epoch [78][800/5005] lr: 1.000e-03, eta: 4:22:09, time: 0.136, data_time: 0.000, loss: 1.0213 2022-11-02 21:47:42,938 - mmcls - INFO - Epoch [78][900/5005] lr: 1.000e-03, eta: 4:21:55, time: 0.137, data_time: 0.000, loss: 1.0016 2022-11-02 21:47:56,569 - mmcls - INFO - Epoch [78][1000/5005] lr: 1.000e-03, eta: 4:21:41, time: 0.136, data_time: 0.000, loss: 1.0223 2022-11-02 21:48:10,164 - mmcls - INFO - Epoch [78][1100/5005] lr: 1.000e-03, eta: 4:21:27, time: 0.136, data_time: 0.000, loss: 1.0102 2022-11-02 21:48:23,828 - mmcls - INFO - Epoch [78][1200/5005] lr: 1.000e-03, eta: 4:21:14, time: 0.137, data_time: 0.000, loss: 1.0176 2022-11-02 21:48:37,624 - mmcls - INFO - Epoch [78][1300/5005] lr: 1.000e-03, eta: 4:21:00, time: 0.138, data_time: 0.000, loss: 1.0088 2022-11-02 21:48:51,339 - mmcls - INFO - Epoch [78][1400/5005] lr: 1.000e-03, eta: 4:20:46, time: 0.137, data_time: 0.000, loss: 1.0189 2022-11-02 21:49:04,925 - mmcls - INFO - Epoch [78][1500/5005] lr: 1.000e-03, eta: 4:20:32, time: 0.136, data_time: 0.000, loss: 1.0091 2022-11-02 21:49:18,663 - mmcls - INFO - Epoch [78][1600/5005] lr: 1.000e-03, eta: 4:20:19, time: 0.137, data_time: 0.000, loss: 1.0234 2022-11-02 21:49:32,215 - mmcls - INFO - Epoch [78][1700/5005] lr: 1.000e-03, eta: 4:20:05, time: 0.136, data_time: 0.000, loss: 1.0220 2022-11-02 21:49:45,984 - mmcls - INFO - Epoch [78][1800/5005] lr: 1.000e-03, eta: 4:19:51, time: 0.138, data_time: 0.000, loss: 1.0144 2022-11-02 21:49:59,651 - mmcls - INFO - Epoch [78][1900/5005] lr: 1.000e-03, eta: 4:19:37, time: 0.137, data_time: 0.000, loss: 1.0120 2022-11-02 21:50:13,245 - mmcls - INFO - Epoch [78][2000/5005] lr: 1.000e-03, eta: 4:19:23, time: 0.136, data_time: 0.000, loss: 1.0241 2022-11-02 21:50:27,026 - mmcls - INFO - Epoch [78][2100/5005] lr: 1.000e-03, eta: 4:19:10, time: 0.138, data_time: 0.000, loss: 1.0311 2022-11-02 21:50:40,779 - mmcls - INFO - Epoch [78][2200/5005] lr: 1.000e-03, eta: 4:18:56, time: 0.138, data_time: 0.000, loss: 0.9905 2022-11-02 21:50:54,474 - mmcls - INFO - Epoch [78][2300/5005] lr: 1.000e-03, eta: 4:18:42, time: 0.137, data_time: 0.000, loss: 1.0379 2022-11-02 21:51:08,098 - mmcls - INFO - Epoch [78][2400/5005] lr: 1.000e-03, eta: 4:18:28, time: 0.136, data_time: 0.000, loss: 1.0111 2022-11-02 21:51:21,752 - mmcls - INFO - Epoch [78][2500/5005] lr: 1.000e-03, eta: 4:18:14, time: 0.137, data_time: 0.000, loss: 1.0226 2022-11-02 21:51:35,484 - mmcls - INFO - Epoch [78][2600/5005] lr: 1.000e-03, eta: 4:18:01, time: 0.137, data_time: 0.000, loss: 1.0253 2022-11-02 21:51:49,109 - mmcls - INFO - Epoch [78][2700/5005] lr: 1.000e-03, eta: 4:17:47, time: 0.136, data_time: 0.000, loss: 1.0181 2022-11-02 21:52:02,955 - mmcls - INFO - Epoch [78][2800/5005] lr: 1.000e-03, eta: 4:17:33, time: 0.138, data_time: 0.000, loss: 1.0213 2022-11-02 21:52:16,723 - mmcls - INFO - Epoch [78][2900/5005] lr: 1.000e-03, eta: 4:17:19, time: 0.138, data_time: 0.000, loss: 1.0081 2022-11-02 21:52:30,312 - mmcls - INFO - Epoch [78][3000/5005] lr: 1.000e-03, eta: 4:17:06, time: 0.136, data_time: 0.000, loss: 1.0461 2022-11-02 21:52:44,001 - mmcls - INFO - Epoch [78][3100/5005] lr: 1.000e-03, eta: 4:16:52, time: 0.137, data_time: 0.000, loss: 1.0367 2022-11-02 21:52:57,694 - mmcls - INFO - Epoch [78][3200/5005] lr: 1.000e-03, eta: 4:16:38, time: 0.137, data_time: 0.000, loss: 1.0252 2022-11-02 21:53:11,370 - mmcls - INFO - Epoch [78][3300/5005] lr: 1.000e-03, eta: 4:16:24, time: 0.137, data_time: 0.000, loss: 1.0154 2022-11-02 21:53:25,037 - mmcls - INFO - Epoch [78][3400/5005] lr: 1.000e-03, eta: 4:16:11, time: 0.137, data_time: 0.000, loss: 1.0200 2022-11-02 21:53:38,808 - mmcls - INFO - Epoch [78][3500/5005] lr: 1.000e-03, eta: 4:15:57, time: 0.138, data_time: 0.000, loss: 1.0205 2022-11-02 21:53:52,396 - mmcls - INFO - Epoch [78][3600/5005] lr: 1.000e-03, eta: 4:15:43, time: 0.136, data_time: 0.000, loss: 1.0275 2022-11-02 21:54:06,166 - mmcls - INFO - Epoch [78][3700/5005] lr: 1.000e-03, eta: 4:15:29, time: 0.138, data_time: 0.000, loss: 1.0277 2022-11-02 21:54:19,875 - mmcls - INFO - Epoch [78][3800/5005] lr: 1.000e-03, eta: 4:15:15, time: 0.137, data_time: 0.000, loss: 1.0322 2022-11-02 21:54:33,581 - mmcls - INFO - Epoch [78][3900/5005] lr: 1.000e-03, eta: 4:15:02, time: 0.137, data_time: 0.000, loss: 1.0083 2022-11-02 21:54:47,281 - mmcls - INFO - Epoch [78][4000/5005] lr: 1.000e-03, eta: 4:14:48, time: 0.137, data_time: 0.000, loss: 1.0262 2022-11-02 21:55:00,902 - mmcls - INFO - Epoch [78][4100/5005] lr: 1.000e-03, eta: 4:14:34, time: 0.136, data_time: 0.000, loss: 1.0317 2022-11-02 21:55:14,457 - mmcls - INFO - Epoch [78][4200/5005] lr: 1.000e-03, eta: 4:14:20, time: 0.136, data_time: 0.000, loss: 1.0122 2022-11-02 21:55:28,122 - mmcls - INFO - Epoch [78][4300/5005] lr: 1.000e-03, eta: 4:14:06, time: 0.137, data_time: 0.000, loss: 1.0229 2022-11-02 21:55:41,753 - mmcls - INFO - Epoch [78][4400/5005] lr: 1.000e-03, eta: 4:13:53, time: 0.136, data_time: 0.000, loss: 1.0307 2022-11-02 21:55:55,503 - mmcls - INFO - Epoch [78][4500/5005] lr: 1.000e-03, eta: 4:13:39, time: 0.137, data_time: 0.000, loss: 1.0428 2022-11-02 21:56:09,296 - mmcls - INFO - Epoch [78][4600/5005] lr: 1.000e-03, eta: 4:13:25, time: 0.138, data_time: 0.000, loss: 1.0341 2022-11-02 21:56:23,009 - mmcls - INFO - Epoch [78][4700/5005] lr: 1.000e-03, eta: 4:13:11, time: 0.137, data_time: 0.000, loss: 1.0296 2022-11-02 21:56:36,657 - mmcls - INFO - Epoch [78][4800/5005] lr: 1.000e-03, eta: 4:12:58, time: 0.136, data_time: 0.000, loss: 1.0160 2022-11-02 21:56:50,374 - mmcls - INFO - Epoch [78][4900/5005] lr: 1.000e-03, eta: 4:12:44, time: 0.137, data_time: 0.000, loss: 1.0254 2022-11-02 21:57:04,106 - mmcls - INFO - Epoch [78][5000/5005] lr: 1.000e-03, eta: 4:12:30, time: 0.137, data_time: 0.000, loss: 1.0304 2022-11-02 21:57:04,784 - mmcls - INFO - Saving checkpoint at 78 epochs 2022-11-02 21:57:27,946 - mmcls - INFO - Epoch(val) [78][196] accuracy_top-1: 75.9100, accuracy_top-5: 92.8820 2022-11-02 21:57:43,749 - mmcls - INFO - Epoch [79][100/5005] lr: 1.000e-03, eta: 4:12:16, time: 0.158, data_time: 0.024, loss: 1.0111 2022-11-02 21:57:57,298 - mmcls - INFO - Epoch [79][200/5005] lr: 1.000e-03, eta: 4:12:02, time: 0.135, data_time: 0.000, loss: 1.0037 2022-11-02 21:58:10,621 - mmcls - INFO - Epoch [79][300/5005] lr: 1.000e-03, eta: 4:11:48, time: 0.133, data_time: 0.000, loss: 0.9984 2022-11-02 21:58:24,133 - mmcls - INFO - Epoch [79][400/5005] lr: 1.000e-03, eta: 4:11:34, time: 0.135, data_time: 0.000, loss: 1.0125 2022-11-02 21:58:37,756 - mmcls - INFO - Epoch [79][500/5005] lr: 1.000e-03, eta: 4:11:21, time: 0.136, data_time: 0.000, loss: 1.0040 2022-11-02 21:58:51,358 - mmcls - INFO - Epoch [79][600/5005] lr: 1.000e-03, eta: 4:11:07, time: 0.136, data_time: 0.000, loss: 1.0004 2022-11-02 21:59:05,003 - mmcls - INFO - Epoch [79][700/5005] lr: 1.000e-03, eta: 4:10:53, time: 0.136, data_time: 0.000, loss: 1.0165 2022-11-02 21:59:18,654 - mmcls - INFO - Epoch [79][800/5005] lr: 1.000e-03, eta: 4:10:39, time: 0.136, data_time: 0.000, loss: 1.0333 2022-11-02 21:59:32,241 - mmcls - INFO - Epoch [79][900/5005] lr: 1.000e-03, eta: 4:10:25, time: 0.136, data_time: 0.000, loss: 1.0179 2022-11-02 21:59:46,057 - mmcls - INFO - Epoch [79][1000/5005] lr: 1.000e-03, eta: 4:10:12, time: 0.138, data_time: 0.000, loss: 1.0194 2022-11-02 21:59:59,759 - mmcls - INFO - Epoch [79][1100/5005] lr: 1.000e-03, eta: 4:09:58, time: 0.137, data_time: 0.000, loss: 1.0107 2022-11-02 22:00:13,659 - mmcls - INFO - Epoch [79][1200/5005] lr: 1.000e-03, eta: 4:09:44, time: 0.139, data_time: 0.000, loss: 0.9957 2022-11-02 22:00:27,527 - mmcls - INFO - Epoch [79][1300/5005] lr: 1.000e-03, eta: 4:09:30, time: 0.139, data_time: 0.000, loss: 1.0149 2022-11-02 22:00:41,014 - mmcls - INFO - Epoch [79][1400/5005] lr: 1.000e-03, eta: 4:09:17, time: 0.135, data_time: 0.000, loss: 1.0277 2022-11-02 22:00:54,833 - mmcls - INFO - Epoch [79][1500/5005] lr: 1.000e-03, eta: 4:09:03, time: 0.138, data_time: 0.000, loss: 1.0136 2022-11-02 22:01:08,683 - mmcls - INFO - Epoch [79][1600/5005] lr: 1.000e-03, eta: 4:08:49, time: 0.138, data_time: 0.000, loss: 1.0380 2022-11-02 22:01:22,264 - mmcls - INFO - Epoch [79][1700/5005] lr: 1.000e-03, eta: 4:08:35, time: 0.136, data_time: 0.000, loss: 1.0206 2022-11-02 22:01:35,902 - mmcls - INFO - Epoch [79][1800/5005] lr: 1.000e-03, eta: 4:08:22, time: 0.136, data_time: 0.000, loss: 0.9995 2022-11-02 22:01:49,506 - mmcls - INFO - Epoch [79][1900/5005] lr: 1.000e-03, eta: 4:08:08, time: 0.136, data_time: 0.000, loss: 1.0360 2022-11-02 22:02:03,182 - mmcls - INFO - Epoch [79][2000/5005] lr: 1.000e-03, eta: 4:07:54, time: 0.137, data_time: 0.000, loss: 1.0151 2022-11-02 22:02:16,965 - mmcls - INFO - Epoch [79][2100/5005] lr: 1.000e-03, eta: 4:07:40, time: 0.138, data_time: 0.000, loss: 1.0303 2022-11-02 22:02:30,667 - mmcls - INFO - Epoch [79][2200/5005] lr: 1.000e-03, eta: 4:07:26, time: 0.137, data_time: 0.000, loss: 1.0142 2022-11-02 22:02:45,565 - mmcls - INFO - Epoch [79][2300/5005] lr: 1.000e-03, eta: 4:07:13, time: 0.149, data_time: 0.000, loss: 1.0065 2022-11-02 22:02:59,170 - mmcls - INFO - Epoch [79][2400/5005] lr: 1.000e-03, eta: 4:06:59, time: 0.136, data_time: 0.000, loss: 1.0090 2022-11-02 22:03:12,849 - mmcls - INFO - Epoch [79][2500/5005] lr: 1.000e-03, eta: 4:06:45, time: 0.137, data_time: 0.000, loss: 1.0216 2022-11-02 22:03:26,414 - mmcls - INFO - Epoch [79][2600/5005] lr: 1.000e-03, eta: 4:06:32, time: 0.136, data_time: 0.000, loss: 1.0277 2022-11-02 22:03:40,020 - mmcls - INFO - Epoch [79][2700/5005] lr: 1.000e-03, eta: 4:06:18, time: 0.136, data_time: 0.000, loss: 1.0269 2022-11-02 22:03:53,875 - mmcls - INFO - Epoch [79][2800/5005] lr: 1.000e-03, eta: 4:06:04, time: 0.139, data_time: 0.000, loss: 1.0185 2022-11-02 22:04:07,584 - mmcls - INFO - Epoch [79][2900/5005] lr: 1.000e-03, eta: 4:05:50, time: 0.137, data_time: 0.000, loss: 1.0326 2022-11-02 22:04:21,400 - mmcls - INFO - Epoch [79][3000/5005] lr: 1.000e-03, eta: 4:05:37, time: 0.138, data_time: 0.000, loss: 1.0276 2022-11-02 22:04:35,005 - mmcls - INFO - Epoch [79][3100/5005] lr: 1.000e-03, eta: 4:05:23, time: 0.136, data_time: 0.000, loss: 1.0209 2022-11-02 22:04:48,592 - mmcls - INFO - Epoch [79][3200/5005] lr: 1.000e-03, eta: 4:05:09, time: 0.136, data_time: 0.000, loss: 1.0229 2022-11-02 22:05:02,409 - mmcls - INFO - Epoch [79][3300/5005] lr: 1.000e-03, eta: 4:04:55, time: 0.138, data_time: 0.000, loss: 1.0150 2022-11-02 22:05:16,133 - mmcls - INFO - Epoch [79][3400/5005] lr: 1.000e-03, eta: 4:04:41, time: 0.137, data_time: 0.000, loss: 1.0148 2022-11-02 22:05:29,886 - mmcls - INFO - Epoch [79][3500/5005] lr: 1.000e-03, eta: 4:04:28, time: 0.138, data_time: 0.000, loss: 1.0288 2022-11-02 22:05:43,507 - mmcls - INFO - Epoch [79][3600/5005] lr: 1.000e-03, eta: 4:04:14, time: 0.136, data_time: 0.000, loss: 1.0247 2022-11-02 22:05:57,095 - mmcls - INFO - Epoch [79][3700/5005] lr: 1.000e-03, eta: 4:04:00, time: 0.136, data_time: 0.000, loss: 1.0255 2022-11-02 22:06:10,871 - mmcls - INFO - Epoch [79][3800/5005] lr: 1.000e-03, eta: 4:03:46, time: 0.138, data_time: 0.000, loss: 1.0162 2022-11-02 22:06:24,499 - mmcls - INFO - Epoch [79][3900/5005] lr: 1.000e-03, eta: 4:03:33, time: 0.136, data_time: 0.000, loss: 1.0090 2022-11-02 22:06:38,132 - mmcls - INFO - Epoch [79][4000/5005] lr: 1.000e-03, eta: 4:03:19, time: 0.136, data_time: 0.000, loss: 1.0267 2022-11-02 22:06:51,846 - mmcls - INFO - Epoch [79][4100/5005] lr: 1.000e-03, eta: 4:03:05, time: 0.137, data_time: 0.000, loss: 1.0189 2022-11-02 22:07:05,526 - mmcls - INFO - Epoch [79][4200/5005] lr: 1.000e-03, eta: 4:02:51, time: 0.137, data_time: 0.000, loss: 1.0174 2022-11-02 22:07:19,195 - mmcls - INFO - Epoch [79][4300/5005] lr: 1.000e-03, eta: 4:02:37, time: 0.137, data_time: 0.000, loss: 1.0219 2022-11-02 22:07:32,778 - mmcls - INFO - Epoch [79][4400/5005] lr: 1.000e-03, eta: 4:02:24, time: 0.136, data_time: 0.000, loss: 1.0226 2022-11-02 22:07:46,531 - mmcls - INFO - Epoch [79][4500/5005] lr: 1.000e-03, eta: 4:02:10, time: 0.138, data_time: 0.000, loss: 1.0143 2022-11-02 22:08:00,292 - mmcls - INFO - Epoch [79][4600/5005] lr: 1.000e-03, eta: 4:01:56, time: 0.138, data_time: 0.000, loss: 1.0329 2022-11-02 22:08:13,846 - mmcls - INFO - Epoch [79][4700/5005] lr: 1.000e-03, eta: 4:01:42, time: 0.136, data_time: 0.000, loss: 1.0379 2022-11-02 22:08:27,507 - mmcls - INFO - Epoch [79][4800/5005] lr: 1.000e-03, eta: 4:01:29, time: 0.137, data_time: 0.000, loss: 1.0230 2022-11-02 22:08:41,085 - mmcls - INFO - Epoch [79][4900/5005] lr: 1.000e-03, eta: 4:01:15, time: 0.136, data_time: 0.000, loss: 1.0283 2022-11-02 22:08:54,641 - mmcls - INFO - Epoch [79][5000/5005] lr: 1.000e-03, eta: 4:01:01, time: 0.136, data_time: 0.000, loss: 1.0353 2022-11-02 22:08:55,315 - mmcls - INFO - Saving checkpoint at 79 epochs 2022-11-02 22:09:18,285 - mmcls - INFO - Epoch(val) [79][196] accuracy_top-1: 75.8280, accuracy_top-5: 92.9200 2022-11-02 22:09:34,008 - mmcls - INFO - Epoch [80][100/5005] lr: 1.000e-03, eta: 4:00:47, time: 0.157, data_time: 0.024, loss: 1.0083 2022-11-02 22:09:47,515 - mmcls - INFO - Epoch [80][200/5005] lr: 1.000e-03, eta: 4:00:33, time: 0.135, data_time: 0.000, loss: 1.0171 2022-11-02 22:10:00,915 - mmcls - INFO - Epoch [80][300/5005] lr: 1.000e-03, eta: 4:00:19, time: 0.134, data_time: 0.000, loss: 0.9975 2022-11-02 22:10:14,410 - mmcls - INFO - Epoch [80][400/5005] lr: 1.000e-03, eta: 4:00:05, time: 0.135, data_time: 0.000, loss: 1.0080 2022-11-02 22:10:28,040 - mmcls - INFO - Epoch [80][500/5005] lr: 1.000e-03, eta: 3:59:51, time: 0.136, data_time: 0.000, loss: 1.0134 2022-11-02 22:10:41,605 - mmcls - INFO - Epoch [80][600/5005] lr: 1.000e-03, eta: 3:59:38, time: 0.136, data_time: 0.000, loss: 0.9992 2022-11-02 22:10:55,379 - mmcls - INFO - Epoch [80][700/5005] lr: 1.000e-03, eta: 3:59:24, time: 0.138, data_time: 0.002, loss: 1.0004 2022-11-02 22:11:09,073 - mmcls - INFO - Epoch [80][800/5005] lr: 1.000e-03, eta: 3:59:10, time: 0.137, data_time: 0.000, loss: 1.0118 2022-11-02 22:11:22,716 - mmcls - INFO - Epoch [80][900/5005] lr: 1.000e-03, eta: 3:58:56, time: 0.136, data_time: 0.000, loss: 1.0173 2022-11-02 22:11:36,444 - mmcls - INFO - Epoch [80][1000/5005] lr: 1.000e-03, eta: 3:58:43, time: 0.137, data_time: 0.000, loss: 1.0126 2022-11-02 22:11:50,298 - mmcls - INFO - Epoch [80][1100/5005] lr: 1.000e-03, eta: 3:58:29, time: 0.139, data_time: 0.000, loss: 1.0209 2022-11-02 22:12:04,015 - mmcls - INFO - Epoch [80][1200/5005] lr: 1.000e-03, eta: 3:58:15, time: 0.137, data_time: 0.000, loss: 1.0154 2022-11-02 22:12:17,697 - mmcls - INFO - Epoch [80][1300/5005] lr: 1.000e-03, eta: 3:58:01, time: 0.137, data_time: 0.000, loss: 1.0089 2022-11-02 22:12:31,325 - mmcls - INFO - Epoch [80][1400/5005] lr: 1.000e-03, eta: 3:57:48, time: 0.136, data_time: 0.000, loss: 1.0020 2022-11-02 22:12:44,964 - mmcls - INFO - Epoch [80][1500/5005] lr: 1.000e-03, eta: 3:57:34, time: 0.136, data_time: 0.000, loss: 1.0109 2022-11-02 22:12:58,642 - mmcls - INFO - Epoch [80][1600/5005] lr: 1.000e-03, eta: 3:57:20, time: 0.137, data_time: 0.000, loss: 1.0294 2022-11-02 22:13:12,443 - mmcls - INFO - Epoch [80][1700/5005] lr: 1.000e-03, eta: 3:57:06, time: 0.138, data_time: 0.000, loss: 1.0234 2022-11-02 22:13:26,061 - mmcls - INFO - Epoch [80][1800/5005] lr: 1.000e-03, eta: 3:56:52, time: 0.136, data_time: 0.000, loss: 1.0141 2022-11-02 22:13:39,699 - mmcls - INFO - Epoch [80][1900/5005] lr: 1.000e-03, eta: 3:56:39, time: 0.136, data_time: 0.000, loss: 1.0013 2022-11-02 22:13:53,554 - mmcls - INFO - Epoch [80][2000/5005] lr: 1.000e-03, eta: 3:56:25, time: 0.139, data_time: 0.000, loss: 1.0301 2022-11-02 22:14:07,089 - mmcls - INFO - Epoch [80][2100/5005] lr: 1.000e-03, eta: 3:56:11, time: 0.135, data_time: 0.000, loss: 1.0234 2022-11-02 22:14:20,786 - mmcls - INFO - Epoch [80][2200/5005] lr: 1.000e-03, eta: 3:55:57, time: 0.137, data_time: 0.000, loss: 1.0322 2022-11-02 22:14:34,656 - mmcls - INFO - Epoch [80][2300/5005] lr: 1.000e-03, eta: 3:55:44, time: 0.139, data_time: 0.000, loss: 1.0150 2022-11-02 22:14:48,377 - mmcls - INFO - Epoch [80][2400/5005] lr: 1.000e-03, eta: 3:55:30, time: 0.137, data_time: 0.000, loss: 1.0150 2022-11-02 22:15:02,202 - mmcls - INFO - Epoch [80][2500/5005] lr: 1.000e-03, eta: 3:55:16, time: 0.138, data_time: 0.000, loss: 1.0239 2022-11-02 22:15:15,927 - mmcls - INFO - Epoch [80][2600/5005] lr: 1.000e-03, eta: 3:55:02, time: 0.137, data_time: 0.000, loss: 1.0050 2022-11-02 22:15:29,617 - mmcls - INFO - Epoch [80][2700/5005] lr: 1.000e-03, eta: 3:54:49, time: 0.137, data_time: 0.000, loss: 1.0143 2022-11-02 22:15:43,269 - mmcls - INFO - Epoch [80][2800/5005] lr: 1.000e-03, eta: 3:54:35, time: 0.137, data_time: 0.000, loss: 1.0086 2022-11-02 22:15:56,942 - mmcls - INFO - Epoch [80][2900/5005] lr: 1.000e-03, eta: 3:54:21, time: 0.137, data_time: 0.000, loss: 1.0267 2022-11-02 22:16:10,723 - mmcls - INFO - Epoch [80][3000/5005] lr: 1.000e-03, eta: 3:54:07, time: 0.138, data_time: 0.000, loss: 1.0225 2022-11-02 22:16:24,356 - mmcls - INFO - Epoch [80][3100/5005] lr: 1.000e-03, eta: 3:53:53, time: 0.136, data_time: 0.000, loss: 1.0414 2022-11-02 22:16:38,083 - mmcls - INFO - Epoch [80][3200/5005] lr: 1.000e-03, eta: 3:53:40, time: 0.137, data_time: 0.000, loss: 1.0126 2022-11-02 22:16:51,887 - mmcls - INFO - Epoch [80][3300/5005] lr: 1.000e-03, eta: 3:53:26, time: 0.138, data_time: 0.000, loss: 1.0063 2022-11-02 22:17:05,483 - mmcls - INFO - Epoch [80][3400/5005] lr: 1.000e-03, eta: 3:53:12, time: 0.136, data_time: 0.000, loss: 1.0202 2022-11-02 22:17:19,329 - mmcls - INFO - Epoch [80][3500/5005] lr: 1.000e-03, eta: 3:52:58, time: 0.138, data_time: 0.000, loss: 1.0180 2022-11-02 22:17:33,016 - mmcls - INFO - Epoch [80][3600/5005] lr: 1.000e-03, eta: 3:52:45, time: 0.137, data_time: 0.000, loss: 1.0515 2022-11-02 22:17:46,741 - mmcls - INFO - Epoch [80][3700/5005] lr: 1.000e-03, eta: 3:52:31, time: 0.137, data_time: 0.000, loss: 1.0304 2022-11-02 22:18:00,463 - mmcls - INFO - Epoch [80][3800/5005] lr: 1.000e-03, eta: 3:52:17, time: 0.137, data_time: 0.000, loss: 0.9988 2022-11-02 22:18:14,191 - mmcls - INFO - Epoch [80][3900/5005] lr: 1.000e-03, eta: 3:52:03, time: 0.137, data_time: 0.000, loss: 1.0139 2022-11-02 22:18:27,898 - mmcls - INFO - Epoch [80][4000/5005] lr: 1.000e-03, eta: 3:51:49, time: 0.137, data_time: 0.000, loss: 1.0271 2022-11-02 22:18:41,633 - mmcls - INFO - Epoch [80][4100/5005] lr: 1.000e-03, eta: 3:51:36, time: 0.137, data_time: 0.000, loss: 1.0034 2022-11-02 22:18:55,287 - mmcls - INFO - Epoch [80][4200/5005] lr: 1.000e-03, eta: 3:51:22, time: 0.137, data_time: 0.000, loss: 1.0451 2022-11-02 22:19:08,972 - mmcls - INFO - Epoch [80][4300/5005] lr: 1.000e-03, eta: 3:51:08, time: 0.137, data_time: 0.000, loss: 1.0057 2022-11-02 22:19:22,620 - mmcls - INFO - Epoch [80][4400/5005] lr: 1.000e-03, eta: 3:50:54, time: 0.136, data_time: 0.000, loss: 1.0085 2022-11-02 22:19:36,432 - mmcls - INFO - Epoch [80][4500/5005] lr: 1.000e-03, eta: 3:50:41, time: 0.138, data_time: 0.000, loss: 1.0215 2022-11-02 22:19:50,172 - mmcls - INFO - Epoch [80][4600/5005] lr: 1.000e-03, eta: 3:50:27, time: 0.137, data_time: 0.000, loss: 1.0341 2022-11-02 22:20:03,793 - mmcls - INFO - Epoch [80][4700/5005] lr: 1.000e-03, eta: 3:50:13, time: 0.136, data_time: 0.000, loss: 1.0173 2022-11-02 22:20:17,549 - mmcls - INFO - Epoch [80][4800/5005] lr: 1.000e-03, eta: 3:49:59, time: 0.138, data_time: 0.000, loss: 1.0274 2022-11-02 22:20:31,324 - mmcls - INFO - Epoch [80][4900/5005] lr: 1.000e-03, eta: 3:49:46, time: 0.138, data_time: 0.000, loss: 1.0357 2022-11-02 22:20:45,080 - mmcls - INFO - Epoch [80][5000/5005] lr: 1.000e-03, eta: 3:49:32, time: 0.138, data_time: 0.000, loss: 1.0112 2022-11-02 22:20:45,733 - mmcls - INFO - Saving checkpoint at 80 epochs 2022-11-02 22:21:09,005 - mmcls - INFO - Epoch(val) [80][196] accuracy_top-1: 75.9640, accuracy_top-5: 93.0240 2022-11-02 22:21:24,755 - mmcls - INFO - Epoch [81][100/5005] lr: 1.000e-03, eta: 3:49:18, time: 0.157, data_time: 0.024, loss: 0.9883 2022-11-02 22:21:38,470 - mmcls - INFO - Epoch [81][200/5005] lr: 1.000e-03, eta: 3:49:04, time: 0.137, data_time: 0.000, loss: 1.0174 2022-11-02 22:21:52,047 - mmcls - INFO - Epoch [81][300/5005] lr: 1.000e-03, eta: 3:48:50, time: 0.136, data_time: 0.000, loss: 1.0172 2022-11-02 22:22:05,734 - mmcls - INFO - Epoch [81][400/5005] lr: 1.000e-03, eta: 3:48:36, time: 0.137, data_time: 0.000, loss: 0.9984 2022-11-02 22:22:19,308 - mmcls - INFO - Epoch [81][500/5005] lr: 1.000e-03, eta: 3:48:23, time: 0.136, data_time: 0.000, loss: 1.0088 2022-11-02 22:22:32,978 - mmcls - INFO - Epoch [81][600/5005] lr: 1.000e-03, eta: 3:48:09, time: 0.137, data_time: 0.000, loss: 1.0174 2022-11-02 22:22:46,762 - mmcls - INFO - Epoch [81][700/5005] lr: 1.000e-03, eta: 3:47:55, time: 0.138, data_time: 0.000, loss: 1.0132 2022-11-02 22:23:00,385 - mmcls - INFO - Epoch [81][800/5005] lr: 1.000e-03, eta: 3:47:41, time: 0.136, data_time: 0.000, loss: 1.0266 2022-11-02 22:23:14,072 - mmcls - INFO - Epoch [81][900/5005] lr: 1.000e-03, eta: 3:47:27, time: 0.137, data_time: 0.000, loss: 1.0007 2022-11-02 22:23:27,653 - mmcls - INFO - Epoch [81][1000/5005] lr: 1.000e-03, eta: 3:47:14, time: 0.136, data_time: 0.000, loss: 1.0078 2022-11-02 22:23:41,336 - mmcls - INFO - Epoch [81][1100/5005] lr: 1.000e-03, eta: 3:47:00, time: 0.137, data_time: 0.000, loss: 1.0238 2022-11-02 22:23:55,190 - mmcls - INFO - Epoch [81][1200/5005] lr: 1.000e-03, eta: 3:46:46, time: 0.139, data_time: 0.000, loss: 0.9962 2022-11-02 22:24:08,707 - mmcls - INFO - Epoch [81][1300/5005] lr: 1.000e-03, eta: 3:46:32, time: 0.135, data_time: 0.000, loss: 0.9987 2022-11-02 22:24:22,514 - mmcls - INFO - Epoch [81][1400/5005] lr: 1.000e-03, eta: 3:46:19, time: 0.138, data_time: 0.000, loss: 0.9887 2022-11-02 22:24:36,352 - mmcls - INFO - Epoch [81][1500/5005] lr: 1.000e-03, eta: 3:46:05, time: 0.138, data_time: 0.000, loss: 1.0249 2022-11-02 22:24:50,181 - mmcls - INFO - Epoch [81][1600/5005] lr: 1.000e-03, eta: 3:45:51, time: 0.138, data_time: 0.000, loss: 1.0175 2022-11-02 22:25:04,134 - mmcls - INFO - Epoch [81][1700/5005] lr: 1.000e-03, eta: 3:45:37, time: 0.140, data_time: 0.000, loss: 1.0170 2022-11-02 22:25:17,720 - mmcls - INFO - Epoch [81][1800/5005] lr: 1.000e-03, eta: 3:45:24, time: 0.136, data_time: 0.000, loss: 1.0107 2022-11-02 22:25:31,390 - mmcls - INFO - Epoch [81][1900/5005] lr: 1.000e-03, eta: 3:45:10, time: 0.137, data_time: 0.000, loss: 1.0174 2022-11-02 22:25:45,078 - mmcls - INFO - Epoch [81][2000/5005] lr: 1.000e-03, eta: 3:44:56, time: 0.137, data_time: 0.000, loss: 1.0072 2022-11-02 22:25:58,870 - mmcls - INFO - Epoch [81][2100/5005] lr: 1.000e-03, eta: 3:44:42, time: 0.138, data_time: 0.000, loss: 1.0237 2022-11-02 22:26:12,599 - mmcls - INFO - Epoch [81][2200/5005] lr: 1.000e-03, eta: 3:44:29, time: 0.137, data_time: 0.000, loss: 1.0111 2022-11-02 22:26:26,231 - mmcls - INFO - Epoch [81][2300/5005] lr: 1.000e-03, eta: 3:44:15, time: 0.136, data_time: 0.000, loss: 1.0198 2022-11-02 22:26:39,895 - mmcls - INFO - Epoch [81][2400/5005] lr: 1.000e-03, eta: 3:44:01, time: 0.137, data_time: 0.000, loss: 1.0015 2022-11-02 22:26:53,638 - mmcls - INFO - Epoch [81][2500/5005] lr: 1.000e-03, eta: 3:43:47, time: 0.137, data_time: 0.000, loss: 1.0038 2022-11-02 22:27:07,402 - mmcls - INFO - Epoch [81][2600/5005] lr: 1.000e-03, eta: 3:43:33, time: 0.138, data_time: 0.000, loss: 1.0090 2022-11-02 22:27:21,028 - mmcls - INFO - Epoch [81][2700/5005] lr: 1.000e-03, eta: 3:43:20, time: 0.136, data_time: 0.001, loss: 1.0331 2022-11-02 22:27:34,774 - mmcls - INFO - Epoch [81][2800/5005] lr: 1.000e-03, eta: 3:43:06, time: 0.137, data_time: 0.000, loss: 1.0076 2022-11-02 22:27:48,463 - mmcls - INFO - Epoch [81][2900/5005] lr: 1.000e-03, eta: 3:42:52, time: 0.137, data_time: 0.000, loss: 1.0049 2022-11-02 22:28:02,235 - mmcls - INFO - Epoch [81][3000/5005] lr: 1.000e-03, eta: 3:42:38, time: 0.138, data_time: 0.000, loss: 1.0027 2022-11-02 22:28:16,042 - mmcls - INFO - Epoch [81][3100/5005] lr: 1.000e-03, eta: 3:42:25, time: 0.138, data_time: 0.000, loss: 1.0091 2022-11-02 22:28:29,779 - mmcls - INFO - Epoch [81][3200/5005] lr: 1.000e-03, eta: 3:42:11, time: 0.137, data_time: 0.000, loss: 1.0082 2022-11-02 22:28:43,600 - mmcls - INFO - Epoch [81][3300/5005] lr: 1.000e-03, eta: 3:41:57, time: 0.138, data_time: 0.000, loss: 0.9993 2022-11-02 22:28:57,231 - mmcls - INFO - Epoch [81][3400/5005] lr: 1.000e-03, eta: 3:41:43, time: 0.136, data_time: 0.000, loss: 1.0204 2022-11-02 22:29:10,863 - mmcls - INFO - Epoch [81][3500/5005] lr: 1.000e-03, eta: 3:41:30, time: 0.136, data_time: 0.000, loss: 1.0106 2022-11-02 22:29:24,423 - mmcls - INFO - Epoch [81][3600/5005] lr: 1.000e-03, eta: 3:41:16, time: 0.136, data_time: 0.000, loss: 1.0213 2022-11-02 22:29:37,989 - mmcls - INFO - Epoch [81][3700/5005] lr: 1.000e-03, eta: 3:41:02, time: 0.136, data_time: 0.000, loss: 1.0242 2022-11-02 22:29:51,876 - mmcls - INFO - Epoch [81][3800/5005] lr: 1.000e-03, eta: 3:40:48, time: 0.139, data_time: 0.000, loss: 1.0191 2022-11-02 22:30:05,711 - mmcls - INFO - Epoch [81][3900/5005] lr: 1.000e-03, eta: 3:40:34, time: 0.138, data_time: 0.000, loss: 1.0189 2022-11-02 22:30:19,379 - mmcls - INFO - Epoch [81][4000/5005] lr: 1.000e-03, eta: 3:40:21, time: 0.137, data_time: 0.000, loss: 1.0019 2022-11-02 22:30:32,897 - mmcls - INFO - Epoch [81][4100/5005] lr: 1.000e-03, eta: 3:40:07, time: 0.135, data_time: 0.000, loss: 1.0067 2022-11-02 22:30:46,463 - mmcls - INFO - Epoch [81][4200/5005] lr: 1.000e-03, eta: 3:39:53, time: 0.136, data_time: 0.000, loss: 1.0295 2022-11-02 22:31:00,136 - mmcls - INFO - Epoch [81][4300/5005] lr: 1.000e-03, eta: 3:39:39, time: 0.137, data_time: 0.000, loss: 1.0035 2022-11-02 22:31:13,705 - mmcls - INFO - Epoch [81][4400/5005] lr: 1.000e-03, eta: 3:39:25, time: 0.136, data_time: 0.000, loss: 1.0228 2022-11-02 22:31:27,296 - mmcls - INFO - Epoch [81][4500/5005] lr: 1.000e-03, eta: 3:39:12, time: 0.136, data_time: 0.000, loss: 1.0202 2022-11-02 22:31:41,131 - mmcls - INFO - Epoch [81][4600/5005] lr: 1.000e-03, eta: 3:38:58, time: 0.138, data_time: 0.000, loss: 1.0302 2022-11-02 22:31:54,689 - mmcls - INFO - Epoch [81][4700/5005] lr: 1.000e-03, eta: 3:38:44, time: 0.136, data_time: 0.000, loss: 1.0320 2022-11-02 22:32:08,350 - mmcls - INFO - Epoch [81][4800/5005] lr: 1.000e-03, eta: 3:38:30, time: 0.137, data_time: 0.000, loss: 1.0182 2022-11-02 22:32:22,175 - mmcls - INFO - Epoch [81][4900/5005] lr: 1.000e-03, eta: 3:38:17, time: 0.138, data_time: 0.000, loss: 1.0131 2022-11-02 22:32:35,755 - mmcls - INFO - Epoch [81][5000/5005] lr: 1.000e-03, eta: 3:38:03, time: 0.136, data_time: 0.000, loss: 1.0209 2022-11-02 22:32:36,487 - mmcls - INFO - Saving checkpoint at 81 epochs 2022-11-02 22:32:59,893 - mmcls - INFO - Epoch(val) [81][196] accuracy_top-1: 75.9040, accuracy_top-5: 92.8580 2022-11-02 22:33:15,655 - mmcls - INFO - Epoch [82][100/5005] lr: 1.000e-03, eta: 3:37:49, time: 0.158, data_time: 0.024, loss: 0.9962 2022-11-02 22:33:29,071 - mmcls - INFO - Epoch [82][200/5005] lr: 1.000e-03, eta: 3:37:35, time: 0.134, data_time: 0.000, loss: 0.9882 2022-11-02 22:33:42,629 - mmcls - INFO - Epoch [82][300/5005] lr: 1.000e-03, eta: 3:37:21, time: 0.136, data_time: 0.000, loss: 0.9957 2022-11-02 22:33:56,061 - mmcls - INFO - Epoch [82][400/5005] lr: 1.000e-03, eta: 3:37:07, time: 0.134, data_time: 0.001, loss: 0.9843 2022-11-02 22:34:09,695 - mmcls - INFO - Epoch [82][500/5005] lr: 1.000e-03, eta: 3:36:53, time: 0.136, data_time: 0.000, loss: 1.0194 2022-11-02 22:34:23,267 - mmcls - INFO - Epoch [82][600/5005] lr: 1.000e-03, eta: 3:36:40, time: 0.136, data_time: 0.001, loss: 1.0049 2022-11-02 22:34:37,032 - mmcls - INFO - Epoch [82][700/5005] lr: 1.000e-03, eta: 3:36:26, time: 0.138, data_time: 0.000, loss: 1.0202 2022-11-02 22:34:50,588 - mmcls - INFO - Epoch [82][800/5005] lr: 1.000e-03, eta: 3:36:12, time: 0.136, data_time: 0.000, loss: 1.0140 2022-11-02 22:35:04,287 - mmcls - INFO - Epoch [82][900/5005] lr: 1.000e-03, eta: 3:35:58, time: 0.137, data_time: 0.000, loss: 0.9765 2022-11-02 22:35:18,029 - mmcls - INFO - Epoch [82][1000/5005] lr: 1.000e-03, eta: 3:35:44, time: 0.137, data_time: 0.000, loss: 1.0046 2022-11-02 22:35:31,660 - mmcls - INFO - Epoch [82][1100/5005] lr: 1.000e-03, eta: 3:35:31, time: 0.136, data_time: 0.000, loss: 0.9938 2022-11-02 22:35:45,308 - mmcls - INFO - Epoch [82][1200/5005] lr: 1.000e-03, eta: 3:35:17, time: 0.136, data_time: 0.000, loss: 1.0104 2022-11-02 22:35:58,861 - mmcls - INFO - Epoch [82][1300/5005] lr: 1.000e-03, eta: 3:35:03, time: 0.136, data_time: 0.000, loss: 1.0005 2022-11-02 22:36:12,631 - mmcls - INFO - Epoch [82][1400/5005] lr: 1.000e-03, eta: 3:34:49, time: 0.138, data_time: 0.000, loss: 1.0003 2022-11-02 22:36:26,266 - mmcls - INFO - Epoch [82][1500/5005] lr: 1.000e-03, eta: 3:34:36, time: 0.136, data_time: 0.000, loss: 1.0082 2022-11-02 22:36:39,956 - mmcls - INFO - Epoch [82][1600/5005] lr: 1.000e-03, eta: 3:34:22, time: 0.137, data_time: 0.000, loss: 1.0038 2022-11-02 22:36:53,582 - mmcls - INFO - Epoch [82][1700/5005] lr: 1.000e-03, eta: 3:34:08, time: 0.136, data_time: 0.000, loss: 0.9995 2022-11-02 22:37:07,278 - mmcls - INFO - Epoch [82][1800/5005] lr: 1.000e-03, eta: 3:33:54, time: 0.137, data_time: 0.000, loss: 1.0227 2022-11-02 22:37:20,955 - mmcls - INFO - Epoch [82][1900/5005] lr: 1.000e-03, eta: 3:33:40, time: 0.137, data_time: 0.000, loss: 1.0201 2022-11-02 22:37:34,620 - mmcls - INFO - Epoch [82][2000/5005] lr: 1.000e-03, eta: 3:33:27, time: 0.137, data_time: 0.000, loss: 1.0129 2022-11-02 22:37:48,443 - mmcls - INFO - Epoch [82][2100/5005] lr: 1.000e-03, eta: 3:33:13, time: 0.138, data_time: 0.000, loss: 1.0055 2022-11-02 22:38:02,049 - mmcls - INFO - Epoch [82][2200/5005] lr: 1.000e-03, eta: 3:32:59, time: 0.136, data_time: 0.000, loss: 1.0088 2022-11-02 22:38:15,700 - mmcls - INFO - Epoch [82][2300/5005] lr: 1.000e-03, eta: 3:32:45, time: 0.136, data_time: 0.000, loss: 1.0035 2022-11-02 22:38:29,593 - mmcls - INFO - Epoch [82][2400/5005] lr: 1.000e-03, eta: 3:32:32, time: 0.139, data_time: 0.000, loss: 1.0261 2022-11-02 22:38:43,210 - mmcls - INFO - Epoch [82][2500/5005] lr: 1.000e-03, eta: 3:32:18, time: 0.136, data_time: 0.000, loss: 1.0069 2022-11-02 22:38:56,981 - mmcls - INFO - Epoch [82][2600/5005] lr: 1.000e-03, eta: 3:32:04, time: 0.138, data_time: 0.000, loss: 1.0115 2022-11-02 22:39:10,752 - mmcls - INFO - Epoch [82][2700/5005] lr: 1.000e-03, eta: 3:31:50, time: 0.138, data_time: 0.000, loss: 1.0186 2022-11-02 22:39:24,590 - mmcls - INFO - Epoch [82][2800/5005] lr: 1.000e-03, eta: 3:31:37, time: 0.138, data_time: 0.000, loss: 1.0048 2022-11-02 22:39:38,349 - mmcls - INFO - Epoch [82][2900/5005] lr: 1.000e-03, eta: 3:31:23, time: 0.138, data_time: 0.000, loss: 1.0037 2022-11-02 22:39:52,108 - mmcls - INFO - Epoch [82][3000/5005] lr: 1.000e-03, eta: 3:31:09, time: 0.138, data_time: 0.000, loss: 0.9940 2022-11-02 22:40:05,883 - mmcls - INFO - Epoch [82][3100/5005] lr: 1.000e-03, eta: 3:30:55, time: 0.138, data_time: 0.000, loss: 1.0196 2022-11-02 22:40:19,684 - mmcls - INFO - Epoch [82][3200/5005] lr: 1.000e-03, eta: 3:30:42, time: 0.138, data_time: 0.000, loss: 1.0234 2022-11-02 22:40:33,390 - mmcls - INFO - Epoch [82][3300/5005] lr: 1.000e-03, eta: 3:30:28, time: 0.137, data_time: 0.000, loss: 1.0109 2022-11-02 22:40:46,971 - mmcls - INFO - Epoch [82][3400/5005] lr: 1.000e-03, eta: 3:30:14, time: 0.136, data_time: 0.000, loss: 1.0038 2022-11-02 22:41:00,799 - mmcls - INFO - Epoch [82][3500/5005] lr: 1.000e-03, eta: 3:30:00, time: 0.138, data_time: 0.000, loss: 1.0176 2022-11-02 22:41:14,662 - mmcls - INFO - Epoch [82][3600/5005] lr: 1.000e-03, eta: 3:29:47, time: 0.139, data_time: 0.001, loss: 0.9926 2022-11-02 22:41:28,298 - mmcls - INFO - Epoch [82][3700/5005] lr: 1.000e-03, eta: 3:29:33, time: 0.136, data_time: 0.000, loss: 0.9973 2022-11-02 22:41:41,944 - mmcls - INFO - Epoch [82][3800/5005] lr: 1.000e-03, eta: 3:29:19, time: 0.136, data_time: 0.000, loss: 0.9851 2022-11-02 22:41:55,614 - mmcls - INFO - Epoch [82][3900/5005] lr: 1.000e-03, eta: 3:29:05, time: 0.137, data_time: 0.000, loss: 1.0139 2022-11-02 22:42:09,377 - mmcls - INFO - Epoch [82][4000/5005] lr: 1.000e-03, eta: 3:28:51, time: 0.138, data_time: 0.000, loss: 1.0137 2022-11-02 22:42:22,972 - mmcls - INFO - Epoch [82][4100/5005] lr: 1.000e-03, eta: 3:28:38, time: 0.136, data_time: 0.000, loss: 1.0187 2022-11-02 22:42:36,670 - mmcls - INFO - Epoch [82][4200/5005] lr: 1.000e-03, eta: 3:28:24, time: 0.137, data_time: 0.000, loss: 1.0056 2022-11-02 22:42:50,442 - mmcls - INFO - Epoch [82][4300/5005] lr: 1.000e-03, eta: 3:28:10, time: 0.138, data_time: 0.000, loss: 1.0023 2022-11-02 22:43:04,245 - mmcls - INFO - Epoch [82][4400/5005] lr: 1.000e-03, eta: 3:27:56, time: 0.138, data_time: 0.000, loss: 1.0127 2022-11-02 22:43:17,969 - mmcls - INFO - Epoch [82][4500/5005] lr: 1.000e-03, eta: 3:27:43, time: 0.137, data_time: 0.000, loss: 1.0114 2022-11-02 22:43:31,574 - mmcls - INFO - Epoch [82][4600/5005] lr: 1.000e-03, eta: 3:27:29, time: 0.136, data_time: 0.000, loss: 1.0133 2022-11-02 22:43:45,247 - mmcls - INFO - Epoch [82][4700/5005] lr: 1.000e-03, eta: 3:27:15, time: 0.137, data_time: 0.000, loss: 1.0197 2022-11-02 22:43:58,947 - mmcls - INFO - Epoch [82][4800/5005] lr: 1.000e-03, eta: 3:27:01, time: 0.137, data_time: 0.000, loss: 1.0240 2022-11-02 22:44:12,641 - mmcls - INFO - Epoch [82][4900/5005] lr: 1.000e-03, eta: 3:26:48, time: 0.137, data_time: 0.000, loss: 1.0185 2022-11-02 22:44:26,335 - mmcls - INFO - Epoch [82][5000/5005] lr: 1.000e-03, eta: 3:26:34, time: 0.137, data_time: 0.000, loss: 1.0184 2022-11-02 22:44:27,007 - mmcls - INFO - Saving checkpoint at 82 epochs 2022-11-02 22:44:50,194 - mmcls - INFO - Epoch(val) [82][196] accuracy_top-1: 75.9800, accuracy_top-5: 92.9920 2022-11-02 22:45:05,887 - mmcls - INFO - Epoch [83][100/5005] lr: 1.000e-03, eta: 3:26:20, time: 0.157, data_time: 0.024, loss: 0.9989 2022-11-02 22:45:19,350 - mmcls - INFO - Epoch [83][200/5005] lr: 1.000e-03, eta: 3:26:06, time: 0.135, data_time: 0.000, loss: 0.9957 2022-11-02 22:45:32,976 - mmcls - INFO - Epoch [83][300/5005] lr: 1.000e-03, eta: 3:25:52, time: 0.136, data_time: 0.000, loss: 0.9931 2022-11-02 22:45:46,418 - mmcls - INFO - Epoch [83][400/5005] lr: 1.000e-03, eta: 3:25:38, time: 0.134, data_time: 0.000, loss: 1.0051 2022-11-02 22:46:00,102 - mmcls - INFO - Epoch [83][500/5005] lr: 1.000e-03, eta: 3:25:24, time: 0.137, data_time: 0.000, loss: 0.9832 2022-11-02 22:46:13,714 - mmcls - INFO - Epoch [83][600/5005] lr: 1.000e-03, eta: 3:25:11, time: 0.136, data_time: 0.000, loss: 1.0025 2022-11-02 22:46:27,410 - mmcls - INFO - Epoch [83][700/5005] lr: 1.000e-03, eta: 3:24:57, time: 0.137, data_time: 0.000, loss: 1.0078 2022-11-02 22:46:41,252 - mmcls - INFO - Epoch [83][800/5005] lr: 1.000e-03, eta: 3:24:43, time: 0.138, data_time: 0.000, loss: 1.0017 2022-11-02 22:46:54,923 - mmcls - INFO - Epoch [83][900/5005] lr: 1.000e-03, eta: 3:24:29, time: 0.137, data_time: 0.000, loss: 1.0096 2022-11-02 22:47:08,569 - mmcls - INFO - Epoch [83][1000/5005] lr: 1.000e-03, eta: 3:24:16, time: 0.136, data_time: 0.000, loss: 0.9947 2022-11-02 22:47:22,394 - mmcls - INFO - Epoch [83][1100/5005] lr: 1.000e-03, eta: 3:24:02, time: 0.138, data_time: 0.000, loss: 0.9862 2022-11-02 22:47:36,092 - mmcls - INFO - Epoch [83][1200/5005] lr: 1.000e-03, eta: 3:23:48, time: 0.137, data_time: 0.000, loss: 1.0025 2022-11-02 22:47:49,796 - mmcls - INFO - Epoch [83][1300/5005] lr: 1.000e-03, eta: 3:23:34, time: 0.137, data_time: 0.000, loss: 1.0182 2022-11-02 22:48:03,543 - mmcls - INFO - Epoch [83][1400/5005] lr: 1.000e-03, eta: 3:23:20, time: 0.137, data_time: 0.000, loss: 0.9989 2022-11-02 22:48:17,199 - mmcls - INFO - Epoch [83][1500/5005] lr: 1.000e-03, eta: 3:23:07, time: 0.137, data_time: 0.000, loss: 0.9833 2022-11-02 22:48:30,751 - mmcls - INFO - Epoch [83][1600/5005] lr: 1.000e-03, eta: 3:22:53, time: 0.136, data_time: 0.000, loss: 1.0078 2022-11-02 22:48:44,309 - mmcls - INFO - Epoch [83][1700/5005] lr: 1.000e-03, eta: 3:22:39, time: 0.136, data_time: 0.000, loss: 0.9872 2022-11-02 22:48:58,062 - mmcls - INFO - Epoch [83][1800/5005] lr: 1.000e-03, eta: 3:22:25, time: 0.138, data_time: 0.000, loss: 0.9901 2022-11-02 22:49:11,941 - mmcls - INFO - Epoch [83][1900/5005] lr: 1.000e-03, eta: 3:22:12, time: 0.139, data_time: 0.000, loss: 1.0223 2022-11-02 22:49:25,660 - mmcls - INFO - Epoch [83][2000/5005] lr: 1.000e-03, eta: 3:21:58, time: 0.137, data_time: 0.000, loss: 1.0016 2022-11-02 22:49:39,396 - mmcls - INFO - Epoch [83][2100/5005] lr: 1.000e-03, eta: 3:21:44, time: 0.137, data_time: 0.000, loss: 1.0134 2022-11-02 22:49:53,013 - mmcls - INFO - Epoch [83][2200/5005] lr: 1.000e-03, eta: 3:21:30, time: 0.136, data_time: 0.000, loss: 0.9972 2022-11-02 22:50:06,619 - mmcls - INFO - Epoch [83][2300/5005] lr: 1.000e-03, eta: 3:21:17, time: 0.136, data_time: 0.000, loss: 1.0024 2022-11-02 22:50:20,303 - mmcls - INFO - Epoch [83][2400/5005] lr: 1.000e-03, eta: 3:21:03, time: 0.137, data_time: 0.000, loss: 0.9822 2022-11-02 22:50:33,850 - mmcls - INFO - Epoch [83][2500/5005] lr: 1.000e-03, eta: 3:20:49, time: 0.135, data_time: 0.000, loss: 1.0187 2022-11-02 22:50:47,562 - mmcls - INFO - Epoch [83][2600/5005] lr: 1.000e-03, eta: 3:20:35, time: 0.137, data_time: 0.000, loss: 0.9881 2022-11-02 22:51:01,123 - mmcls - INFO - Epoch [83][2700/5005] lr: 1.000e-03, eta: 3:20:21, time: 0.136, data_time: 0.000, loss: 0.9890 2022-11-02 22:51:14,787 - mmcls - INFO - Epoch [83][2800/5005] lr: 1.000e-03, eta: 3:20:08, time: 0.137, data_time: 0.000, loss: 1.0174 2022-11-02 22:51:28,547 - mmcls - INFO - Epoch [83][2900/5005] lr: 1.000e-03, eta: 3:19:54, time: 0.138, data_time: 0.000, loss: 1.0070 2022-11-02 22:51:42,298 - mmcls - INFO - Epoch [83][3000/5005] lr: 1.000e-03, eta: 3:19:40, time: 0.137, data_time: 0.000, loss: 0.9997 2022-11-02 22:51:56,110 - mmcls - INFO - Epoch [83][3100/5005] lr: 1.000e-03, eta: 3:19:26, time: 0.138, data_time: 0.000, loss: 1.0095 2022-11-02 22:52:09,709 - mmcls - INFO - Epoch [83][3200/5005] lr: 1.000e-03, eta: 3:19:13, time: 0.136, data_time: 0.000, loss: 1.0088 2022-11-02 22:52:23,198 - mmcls - INFO - Epoch [83][3300/5005] lr: 1.000e-03, eta: 3:18:59, time: 0.135, data_time: 0.000, loss: 1.0114 2022-11-02 22:52:36,922 - mmcls - INFO - Epoch [83][3400/5005] lr: 1.000e-03, eta: 3:18:45, time: 0.137, data_time: 0.000, loss: 0.9960 2022-11-02 22:52:50,858 - mmcls - INFO - Epoch [83][3500/5005] lr: 1.000e-03, eta: 3:18:31, time: 0.139, data_time: 0.000, loss: 1.0007 2022-11-02 22:53:04,688 - mmcls - INFO - Epoch [83][3600/5005] lr: 1.000e-03, eta: 3:18:18, time: 0.138, data_time: 0.000, loss: 1.0168 2022-11-02 22:53:18,401 - mmcls - INFO - Epoch [83][3700/5005] lr: 1.000e-03, eta: 3:18:04, time: 0.137, data_time: 0.000, loss: 1.0018 2022-11-02 22:53:32,160 - mmcls - INFO - Epoch [83][3800/5005] lr: 1.000e-03, eta: 3:17:50, time: 0.138, data_time: 0.000, loss: 1.0312 2022-11-02 22:53:45,893 - mmcls - INFO - Epoch [83][3900/5005] lr: 1.000e-03, eta: 3:17:36, time: 0.137, data_time: 0.000, loss: 0.9855 2022-11-02 22:53:59,725 - mmcls - INFO - Epoch [83][4000/5005] lr: 1.000e-03, eta: 3:17:22, time: 0.138, data_time: 0.000, loss: 1.0001 2022-11-02 22:54:13,462 - mmcls - INFO - Epoch [83][4100/5005] lr: 1.000e-03, eta: 3:17:09, time: 0.137, data_time: 0.000, loss: 1.0010 2022-11-02 22:54:27,087 - mmcls - INFO - Epoch [83][4200/5005] lr: 1.000e-03, eta: 3:16:55, time: 0.136, data_time: 0.000, loss: 1.0135 2022-11-02 22:54:40,836 - mmcls - INFO - Epoch [83][4300/5005] lr: 1.000e-03, eta: 3:16:41, time: 0.137, data_time: 0.000, loss: 1.0080 2022-11-02 22:54:54,426 - mmcls - INFO - Epoch [83][4400/5005] lr: 1.000e-03, eta: 3:16:27, time: 0.136, data_time: 0.000, loss: 1.0174 2022-11-02 22:55:08,038 - mmcls - INFO - Epoch [83][4500/5005] lr: 1.000e-03, eta: 3:16:14, time: 0.136, data_time: 0.000, loss: 1.0136 2022-11-02 22:55:21,702 - mmcls - INFO - Epoch [83][4600/5005] lr: 1.000e-03, eta: 3:16:00, time: 0.137, data_time: 0.000, loss: 1.0006 2022-11-02 22:55:35,451 - mmcls - INFO - Epoch [83][4700/5005] lr: 1.000e-03, eta: 3:15:46, time: 0.137, data_time: 0.000, loss: 1.0356 2022-11-02 22:55:49,221 - mmcls - INFO - Epoch [83][4800/5005] lr: 1.000e-03, eta: 3:15:32, time: 0.138, data_time: 0.000, loss: 1.0124 2022-11-02 22:56:02,904 - mmcls - INFO - Epoch [83][4900/5005] lr: 1.000e-03, eta: 3:15:19, time: 0.137, data_time: 0.000, loss: 1.0231 2022-11-02 22:56:16,603 - mmcls - INFO - Epoch [83][5000/5005] lr: 1.000e-03, eta: 3:15:05, time: 0.137, data_time: 0.000, loss: 1.0182 2022-11-02 22:56:17,272 - mmcls - INFO - Saving checkpoint at 83 epochs 2022-11-02 22:56:40,608 - mmcls - INFO - Epoch(val) [83][196] accuracy_top-1: 75.9820, accuracy_top-5: 92.8340 2022-11-02 22:56:56,461 - mmcls - INFO - Epoch [84][100/5005] lr: 1.000e-03, eta: 3:14:51, time: 0.159, data_time: 0.024, loss: 0.9938 2022-11-02 22:57:09,915 - mmcls - INFO - Epoch [84][200/5005] lr: 1.000e-03, eta: 3:14:37, time: 0.135, data_time: 0.000, loss: 0.9899 2022-11-02 22:57:23,534 - mmcls - INFO - Epoch [84][300/5005] lr: 1.000e-03, eta: 3:14:23, time: 0.136, data_time: 0.000, loss: 0.9821 2022-11-02 22:57:37,227 - mmcls - INFO - Epoch [84][400/5005] lr: 1.000e-03, eta: 3:14:09, time: 0.137, data_time: 0.000, loss: 0.9893 2022-11-02 22:57:50,802 - mmcls - INFO - Epoch [84][500/5005] lr: 1.000e-03, eta: 3:13:55, time: 0.136, data_time: 0.000, loss: 1.0045 2022-11-02 22:58:04,392 - mmcls - INFO - Epoch [84][600/5005] lr: 1.000e-03, eta: 3:13:42, time: 0.136, data_time: 0.000, loss: 0.9928 2022-11-02 22:58:18,128 - mmcls - INFO - Epoch [84][700/5005] lr: 1.000e-03, eta: 3:13:28, time: 0.137, data_time: 0.000, loss: 0.9957 2022-11-02 22:58:31,708 - mmcls - INFO - Epoch [84][800/5005] lr: 1.000e-03, eta: 3:13:14, time: 0.136, data_time: 0.000, loss: 1.0130 2022-11-02 22:58:45,393 - mmcls - INFO - Epoch [84][900/5005] lr: 1.000e-03, eta: 3:13:00, time: 0.137, data_time: 0.000, loss: 0.9905 2022-11-02 22:58:59,187 - mmcls - INFO - Epoch [84][1000/5005] lr: 1.000e-03, eta: 3:12:47, time: 0.138, data_time: 0.000, loss: 1.0113 2022-11-02 22:59:12,879 - mmcls - INFO - Epoch [84][1100/5005] lr: 1.000e-03, eta: 3:12:33, time: 0.137, data_time: 0.000, loss: 1.0015 2022-11-02 22:59:26,594 - mmcls - INFO - Epoch [84][1200/5005] lr: 1.000e-03, eta: 3:12:19, time: 0.137, data_time: 0.000, loss: 1.0223 2022-11-02 22:59:40,309 - mmcls - INFO - Epoch [84][1300/5005] lr: 1.000e-03, eta: 3:12:05, time: 0.137, data_time: 0.000, loss: 0.9954 2022-11-02 22:59:53,883 - mmcls - INFO - Epoch [84][1400/5005] lr: 1.000e-03, eta: 3:11:51, time: 0.136, data_time: 0.000, loss: 1.0045 2022-11-02 23:00:07,635 - mmcls - INFO - Epoch [84][1500/5005] lr: 1.000e-03, eta: 3:11:38, time: 0.138, data_time: 0.000, loss: 1.0024 2022-11-02 23:00:21,497 - mmcls - INFO - Epoch [84][1600/5005] lr: 1.000e-03, eta: 3:11:24, time: 0.139, data_time: 0.000, loss: 1.0094 2022-11-02 23:00:35,140 - mmcls - INFO - Epoch [84][1700/5005] lr: 1.000e-03, eta: 3:11:10, time: 0.136, data_time: 0.000, loss: 1.0031 2022-11-02 23:00:48,822 - mmcls - INFO - Epoch [84][1800/5005] lr: 1.000e-03, eta: 3:10:56, time: 0.137, data_time: 0.000, loss: 0.9946 2022-11-02 23:01:02,507 - mmcls - INFO - Epoch [84][1900/5005] lr: 1.000e-03, eta: 3:10:43, time: 0.137, data_time: 0.000, loss: 0.9869 2022-11-02 23:01:16,264 - mmcls - INFO - Epoch [84][2000/5005] lr: 1.000e-03, eta: 3:10:29, time: 0.138, data_time: 0.000, loss: 1.0157 2022-11-02 23:01:29,905 - mmcls - INFO - Epoch [84][2100/5005] lr: 1.000e-03, eta: 3:10:15, time: 0.136, data_time: 0.000, loss: 0.9792 2022-11-02 23:01:43,546 - mmcls - INFO - Epoch [84][2200/5005] lr: 1.000e-03, eta: 3:10:01, time: 0.136, data_time: 0.000, loss: 0.9907 2022-11-02 23:01:57,184 - mmcls - INFO - Epoch [84][2300/5005] lr: 1.000e-03, eta: 3:09:48, time: 0.136, data_time: 0.000, loss: 0.9963 2022-11-02 23:02:10,816 - mmcls - INFO - Epoch [84][2400/5005] lr: 1.000e-03, eta: 3:09:34, time: 0.136, data_time: 0.000, loss: 0.9991 2022-11-02 23:02:24,529 - mmcls - INFO - Epoch [84][2500/5005] lr: 1.000e-03, eta: 3:09:20, time: 0.137, data_time: 0.000, loss: 1.0014 2022-11-02 23:02:38,385 - mmcls - INFO - Epoch [84][2600/5005] lr: 1.000e-03, eta: 3:09:06, time: 0.139, data_time: 0.000, loss: 1.0058 2022-11-02 23:02:51,969 - mmcls - INFO - Epoch [84][2700/5005] lr: 1.000e-03, eta: 3:08:53, time: 0.136, data_time: 0.000, loss: 1.0198 2022-11-02 23:03:05,652 - mmcls - INFO - Epoch [84][2800/5005] lr: 1.000e-03, eta: 3:08:39, time: 0.137, data_time: 0.000, loss: 0.9999 2022-11-02 23:03:19,332 - mmcls - INFO - Epoch [84][2900/5005] lr: 1.000e-03, eta: 3:08:25, time: 0.137, data_time: 0.000, loss: 1.0110 2022-11-02 23:03:32,922 - mmcls - INFO - Epoch [84][3000/5005] lr: 1.000e-03, eta: 3:08:11, time: 0.136, data_time: 0.000, loss: 1.0100 2022-11-02 23:03:46,647 - mmcls - INFO - Epoch [84][3100/5005] lr: 1.000e-03, eta: 3:07:57, time: 0.137, data_time: 0.000, loss: 0.9814 2022-11-02 23:04:00,360 - mmcls - INFO - Epoch [84][3200/5005] lr: 1.000e-03, eta: 3:07:44, time: 0.137, data_time: 0.000, loss: 0.9960 2022-11-02 23:04:14,127 - mmcls - INFO - Epoch [84][3300/5005] lr: 1.000e-03, eta: 3:07:30, time: 0.138, data_time: 0.000, loss: 1.0008 2022-11-02 23:04:28,049 - mmcls - INFO - Epoch [84][3400/5005] lr: 1.000e-03, eta: 3:07:16, time: 0.139, data_time: 0.002, loss: 1.0063 2022-11-02 23:04:41,665 - mmcls - INFO - Epoch [84][3500/5005] lr: 1.000e-03, eta: 3:07:02, time: 0.136, data_time: 0.000, loss: 1.0205 2022-11-02 23:04:55,256 - mmcls - INFO - Epoch [84][3600/5005] lr: 1.000e-03, eta: 3:06:49, time: 0.136, data_time: 0.000, loss: 0.9974 2022-11-02 23:05:08,891 - mmcls - INFO - Epoch [84][3700/5005] lr: 1.000e-03, eta: 3:06:35, time: 0.136, data_time: 0.000, loss: 0.9849 2022-11-02 23:05:22,511 - mmcls - INFO - Epoch [84][3800/5005] lr: 1.000e-03, eta: 3:06:21, time: 0.136, data_time: 0.000, loss: 0.9976 2022-11-02 23:05:36,091 - mmcls - INFO - Epoch [84][3900/5005] lr: 1.000e-03, eta: 3:06:07, time: 0.136, data_time: 0.000, loss: 1.0123 2022-11-02 23:05:49,832 - mmcls - INFO - Epoch [84][4000/5005] lr: 1.000e-03, eta: 3:05:53, time: 0.137, data_time: 0.000, loss: 1.0083 2022-11-02 23:06:03,499 - mmcls - INFO - Epoch [84][4100/5005] lr: 1.000e-03, eta: 3:05:40, time: 0.137, data_time: 0.000, loss: 0.9977 2022-11-02 23:06:17,219 - mmcls - INFO - Epoch [84][4200/5005] lr: 1.000e-03, eta: 3:05:26, time: 0.137, data_time: 0.000, loss: 0.9916 2022-11-02 23:06:30,936 - mmcls - INFO - Epoch [84][4300/5005] lr: 1.000e-03, eta: 3:05:12, time: 0.137, data_time: 0.000, loss: 1.0091 2022-11-02 23:06:44,579 - mmcls - INFO - Epoch [84][4400/5005] lr: 1.000e-03, eta: 3:04:58, time: 0.136, data_time: 0.000, loss: 1.0061 2022-11-02 23:06:58,309 - mmcls - INFO - Epoch [84][4500/5005] lr: 1.000e-03, eta: 3:04:45, time: 0.137, data_time: 0.000, loss: 0.9951 2022-11-02 23:07:12,024 - mmcls - INFO - Epoch [84][4600/5005] lr: 1.000e-03, eta: 3:04:31, time: 0.137, data_time: 0.000, loss: 0.9720 2022-11-02 23:07:25,769 - mmcls - INFO - Epoch [84][4700/5005] lr: 1.000e-03, eta: 3:04:17, time: 0.137, data_time: 0.000, loss: 0.9976 2022-11-02 23:07:39,369 - mmcls - INFO - Epoch [84][4800/5005] lr: 1.000e-03, eta: 3:04:03, time: 0.136, data_time: 0.000, loss: 1.0016 2022-11-02 23:07:53,101 - mmcls - INFO - Epoch [84][4900/5005] lr: 1.000e-03, eta: 3:03:50, time: 0.137, data_time: 0.000, loss: 1.0228 2022-11-02 23:08:06,929 - mmcls - INFO - Epoch [84][5000/5005] lr: 1.000e-03, eta: 3:03:36, time: 0.138, data_time: 0.000, loss: 0.9998 2022-11-02 23:08:07,596 - mmcls - INFO - Saving checkpoint at 84 epochs 2022-11-02 23:08:30,595 - mmcls - INFO - Epoch(val) [84][196] accuracy_top-1: 75.9000, accuracy_top-5: 92.9800 2022-11-02 23:08:46,358 - mmcls - INFO - Epoch [85][100/5005] lr: 1.000e-03, eta: 3:03:22, time: 0.158, data_time: 0.024, loss: 0.9916 2022-11-02 23:08:59,833 - mmcls - INFO - Epoch [85][200/5005] lr: 1.000e-03, eta: 3:03:08, time: 0.135, data_time: 0.000, loss: 0.9843 2022-11-02 23:09:13,288 - mmcls - INFO - Epoch [85][300/5005] lr: 1.000e-03, eta: 3:02:54, time: 0.135, data_time: 0.000, loss: 1.0207 2022-11-02 23:09:26,899 - mmcls - INFO - Epoch [85][400/5005] lr: 1.000e-03, eta: 3:02:40, time: 0.136, data_time: 0.000, loss: 1.0029 2022-11-02 23:09:40,316 - mmcls - INFO - Epoch [85][500/5005] lr: 1.000e-03, eta: 3:02:26, time: 0.134, data_time: 0.000, loss: 0.9917 2022-11-02 23:09:53,854 - mmcls - INFO - Epoch [85][600/5005] lr: 1.000e-03, eta: 3:02:13, time: 0.135, data_time: 0.000, loss: 0.9878 2022-11-02 23:10:07,527 - mmcls - INFO - Epoch [85][700/5005] lr: 1.000e-03, eta: 3:01:59, time: 0.137, data_time: 0.000, loss: 0.9922 2022-11-02 23:10:21,364 - mmcls - INFO - Epoch [85][800/5005] lr: 1.000e-03, eta: 3:01:45, time: 0.138, data_time: 0.000, loss: 0.9965 2022-11-02 23:10:35,034 - mmcls - INFO - Epoch [85][900/5005] lr: 1.000e-03, eta: 3:01:31, time: 0.137, data_time: 0.002, loss: 0.9871 2022-11-02 23:10:48,838 - mmcls - INFO - Epoch [85][1000/5005] lr: 1.000e-03, eta: 3:01:18, time: 0.138, data_time: 0.000, loss: 0.9778 2022-11-02 23:11:02,535 - mmcls - INFO - Epoch [85][1100/5005] lr: 1.000e-03, eta: 3:01:04, time: 0.137, data_time: 0.000, loss: 1.0023 2022-11-02 23:11:16,235 - mmcls - INFO - Epoch [85][1200/5005] lr: 1.000e-03, eta: 3:00:50, time: 0.137, data_time: 0.000, loss: 0.9825 2022-11-02 23:11:30,108 - mmcls - INFO - Epoch [85][1300/5005] lr: 1.000e-03, eta: 3:00:36, time: 0.139, data_time: 0.000, loss: 1.0009 2022-11-02 23:11:43,733 - mmcls - INFO - Epoch [85][1400/5005] lr: 1.000e-03, eta: 3:00:23, time: 0.136, data_time: 0.000, loss: 1.0084 2022-11-02 23:11:57,488 - mmcls - INFO - Epoch [85][1500/5005] lr: 1.000e-03, eta: 3:00:09, time: 0.138, data_time: 0.000, loss: 1.0083 2022-11-02 23:12:11,070 - mmcls - INFO - Epoch [85][1600/5005] lr: 1.000e-03, eta: 2:59:55, time: 0.136, data_time: 0.000, loss: 0.9882 2022-11-02 23:12:24,888 - mmcls - INFO - Epoch [85][1700/5005] lr: 1.000e-03, eta: 2:59:41, time: 0.138, data_time: 0.000, loss: 1.0176 2022-11-02 23:12:38,656 - mmcls - INFO - Epoch [85][1800/5005] lr: 1.000e-03, eta: 2:59:27, time: 0.138, data_time: 0.000, loss: 0.9866 2022-11-02 23:12:52,459 - mmcls - INFO - Epoch [85][1900/5005] lr: 1.000e-03, eta: 2:59:14, time: 0.138, data_time: 0.000, loss: 0.9915 2022-11-02 23:13:06,206 - mmcls - INFO - Epoch [85][2000/5005] lr: 1.000e-03, eta: 2:59:00, time: 0.137, data_time: 0.000, loss: 1.0000 2022-11-02 23:13:19,907 - mmcls - INFO - Epoch [85][2100/5005] lr: 1.000e-03, eta: 2:58:46, time: 0.137, data_time: 0.000, loss: 1.0083 2022-11-02 23:13:33,651 - mmcls - INFO - Epoch [85][2200/5005] lr: 1.000e-03, eta: 2:58:32, time: 0.137, data_time: 0.000, loss: 1.0047 2022-11-02 23:13:47,516 - mmcls - INFO - Epoch [85][2300/5005] lr: 1.000e-03, eta: 2:58:19, time: 0.139, data_time: 0.000, loss: 1.0183 2022-11-02 23:14:01,193 - mmcls - INFO - Epoch [85][2400/5005] lr: 1.000e-03, eta: 2:58:05, time: 0.137, data_time: 0.000, loss: 1.0187 2022-11-02 23:14:14,936 - mmcls - INFO - Epoch [85][2500/5005] lr: 1.000e-03, eta: 2:57:51, time: 0.137, data_time: 0.000, loss: 0.9999 2022-11-02 23:14:28,596 - mmcls - INFO - Epoch [85][2600/5005] lr: 1.000e-03, eta: 2:57:37, time: 0.137, data_time: 0.000, loss: 1.0041 2022-11-02 23:14:42,346 - mmcls - INFO - Epoch [85][2700/5005] lr: 1.000e-03, eta: 2:57:24, time: 0.137, data_time: 0.000, loss: 0.9967 2022-11-02 23:14:56,048 - mmcls - INFO - Epoch [85][2800/5005] lr: 1.000e-03, eta: 2:57:10, time: 0.137, data_time: 0.000, loss: 0.9914 2022-11-02 23:15:09,730 - mmcls - INFO - Epoch [85][2900/5005] lr: 1.000e-03, eta: 2:56:56, time: 0.137, data_time: 0.000, loss: 0.9736 2022-11-02 23:15:23,537 - mmcls - INFO - Epoch [85][3000/5005] lr: 1.000e-03, eta: 2:56:42, time: 0.138, data_time: 0.000, loss: 1.0184 2022-11-02 23:15:37,237 - mmcls - INFO - Epoch [85][3100/5005] lr: 1.000e-03, eta: 2:56:29, time: 0.137, data_time: 0.000, loss: 1.0057 2022-11-02 23:15:50,998 - mmcls - INFO - Epoch [85][3200/5005] lr: 1.000e-03, eta: 2:56:15, time: 0.138, data_time: 0.000, loss: 1.0035 2022-11-02 23:16:04,739 - mmcls - INFO - Epoch [85][3300/5005] lr: 1.000e-03, eta: 2:56:01, time: 0.137, data_time: 0.000, loss: 1.0102 2022-11-02 23:16:18,371 - mmcls - INFO - Epoch [85][3400/5005] lr: 1.000e-03, eta: 2:55:47, time: 0.136, data_time: 0.000, loss: 0.9759 2022-11-02 23:16:32,040 - mmcls - INFO - Epoch [85][3500/5005] lr: 1.000e-03, eta: 2:55:34, time: 0.137, data_time: 0.000, loss: 1.0121 2022-11-02 23:16:45,627 - mmcls - INFO - Epoch [85][3600/5005] lr: 1.000e-03, eta: 2:55:20, time: 0.136, data_time: 0.000, loss: 0.9923 2022-11-02 23:16:59,228 - mmcls - INFO - Epoch [85][3700/5005] lr: 1.000e-03, eta: 2:55:06, time: 0.136, data_time: 0.000, loss: 1.0183 2022-11-02 23:17:12,788 - mmcls - INFO - Epoch [85][3800/5005] lr: 1.000e-03, eta: 2:54:52, time: 0.136, data_time: 0.000, loss: 0.9921 2022-11-02 23:17:26,445 - mmcls - INFO - Epoch [85][3900/5005] lr: 1.000e-03, eta: 2:54:38, time: 0.137, data_time: 0.000, loss: 0.9956 2022-11-02 23:17:40,231 - mmcls - INFO - Epoch [85][4000/5005] lr: 1.000e-03, eta: 2:54:25, time: 0.138, data_time: 0.000, loss: 1.0081 2022-11-02 23:17:53,753 - mmcls - INFO - Epoch [85][4100/5005] lr: 1.000e-03, eta: 2:54:11, time: 0.135, data_time: 0.000, loss: 1.0119 2022-11-02 23:18:07,539 - mmcls - INFO - Epoch [85][4200/5005] lr: 1.000e-03, eta: 2:53:57, time: 0.138, data_time: 0.000, loss: 1.0159 2022-11-02 23:18:21,296 - mmcls - INFO - Epoch [85][4300/5005] lr: 1.000e-03, eta: 2:53:43, time: 0.138, data_time: 0.000, loss: 1.0252 2022-11-02 23:18:35,112 - mmcls - INFO - Epoch [85][4400/5005] lr: 1.000e-03, eta: 2:53:30, time: 0.138, data_time: 0.000, loss: 1.0051 2022-11-02 23:18:48,762 - mmcls - INFO - Epoch [85][4500/5005] lr: 1.000e-03, eta: 2:53:16, time: 0.136, data_time: 0.000, loss: 1.0049 2022-11-02 23:19:02,653 - mmcls - INFO - Epoch [85][4600/5005] lr: 1.000e-03, eta: 2:53:02, time: 0.139, data_time: 0.000, loss: 1.0074 2022-11-02 23:19:16,402 - mmcls - INFO - Epoch [85][4700/5005] lr: 1.000e-03, eta: 2:52:48, time: 0.137, data_time: 0.000, loss: 0.9818 2022-11-02 23:19:30,156 - mmcls - INFO - Epoch [85][4800/5005] lr: 1.000e-03, eta: 2:52:35, time: 0.138, data_time: 0.000, loss: 0.9796 2022-11-02 23:19:43,714 - mmcls - INFO - Epoch [85][4900/5005] lr: 1.000e-03, eta: 2:52:21, time: 0.136, data_time: 0.000, loss: 0.9920 2022-11-02 23:19:57,382 - mmcls - INFO - Epoch [85][5000/5005] lr: 1.000e-03, eta: 2:52:07, time: 0.137, data_time: 0.000, loss: 1.0071 2022-11-02 23:19:58,055 - mmcls - INFO - Saving checkpoint at 85 epochs 2022-11-02 23:20:21,349 - mmcls - INFO - Epoch(val) [85][196] accuracy_top-1: 75.8360, accuracy_top-5: 92.9060 2022-11-02 23:20:36,988 - mmcls - INFO - Epoch [86][100/5005] lr: 1.000e-03, eta: 2:51:53, time: 0.156, data_time: 0.024, loss: 0.9855 2022-11-02 23:20:50,506 - mmcls - INFO - Epoch [86][200/5005] lr: 1.000e-03, eta: 2:51:39, time: 0.135, data_time: 0.001, loss: 0.9891 2022-11-02 23:21:03,913 - mmcls - INFO - Epoch [86][300/5005] lr: 1.000e-03, eta: 2:51:25, time: 0.134, data_time: 0.000, loss: 0.9573 2022-11-02 23:21:17,446 - mmcls - INFO - Epoch [86][400/5005] lr: 1.000e-03, eta: 2:51:11, time: 0.135, data_time: 0.000, loss: 0.9923 2022-11-02 23:21:31,047 - mmcls - INFO - Epoch [86][500/5005] lr: 1.000e-03, eta: 2:50:58, time: 0.136, data_time: 0.000, loss: 0.9936 2022-11-02 23:21:44,574 - mmcls - INFO - Epoch [86][600/5005] lr: 1.000e-03, eta: 2:50:44, time: 0.135, data_time: 0.000, loss: 0.9904 2022-11-02 23:21:58,392 - mmcls - INFO - Epoch [86][700/5005] lr: 1.000e-03, eta: 2:50:30, time: 0.138, data_time: 0.000, loss: 0.9892 2022-11-02 23:22:11,972 - mmcls - INFO - Epoch [86][800/5005] lr: 1.000e-03, eta: 2:50:16, time: 0.136, data_time: 0.000, loss: 0.9809 2022-11-02 23:22:25,747 - mmcls - INFO - Epoch [86][900/5005] lr: 1.000e-03, eta: 2:50:03, time: 0.138, data_time: 0.000, loss: 1.0060 2022-11-02 23:22:39,319 - mmcls - INFO - Epoch [86][1000/5005] lr: 1.000e-03, eta: 2:49:49, time: 0.136, data_time: 0.000, loss: 0.9834 2022-11-02 23:22:53,101 - mmcls - INFO - Epoch [86][1100/5005] lr: 1.000e-03, eta: 2:49:35, time: 0.138, data_time: 0.000, loss: 0.9912 2022-11-02 23:23:06,749 - mmcls - INFO - Epoch [86][1200/5005] lr: 1.000e-03, eta: 2:49:21, time: 0.136, data_time: 0.000, loss: 1.0059 2022-11-02 23:23:20,443 - mmcls - INFO - Epoch [86][1300/5005] lr: 1.000e-03, eta: 2:49:07, time: 0.137, data_time: 0.000, loss: 1.0046 2022-11-02 23:23:34,199 - mmcls - INFO - Epoch [86][1400/5005] lr: 1.000e-03, eta: 2:48:54, time: 0.138, data_time: 0.000, loss: 0.9829 2022-11-02 23:23:47,801 - mmcls - INFO - Epoch [86][1500/5005] lr: 1.000e-03, eta: 2:48:40, time: 0.136, data_time: 0.000, loss: 1.0038 2022-11-02 23:24:01,500 - mmcls - INFO - Epoch [86][1600/5005] lr: 1.000e-03, eta: 2:48:26, time: 0.137, data_time: 0.000, loss: 0.9772 2022-11-02 23:24:15,125 - mmcls - INFO - Epoch [86][1700/5005] lr: 1.000e-03, eta: 2:48:12, time: 0.136, data_time: 0.000, loss: 1.0023 2022-11-02 23:24:28,947 - mmcls - INFO - Epoch [86][1800/5005] lr: 1.000e-03, eta: 2:47:59, time: 0.138, data_time: 0.000, loss: 1.0064 2022-11-02 23:24:42,747 - mmcls - INFO - Epoch [86][1900/5005] lr: 1.000e-03, eta: 2:47:45, time: 0.138, data_time: 0.000, loss: 0.9764 2022-11-02 23:24:56,457 - mmcls - INFO - Epoch [86][2000/5005] lr: 1.000e-03, eta: 2:47:31, time: 0.137, data_time: 0.000, loss: 0.9735 2022-11-02 23:25:10,032 - mmcls - INFO - Epoch [86][2100/5005] lr: 1.000e-03, eta: 2:47:17, time: 0.136, data_time: 0.000, loss: 0.9844 2022-11-02 23:25:23,705 - mmcls - INFO - Epoch [86][2200/5005] lr: 1.000e-03, eta: 2:47:04, time: 0.137, data_time: 0.000, loss: 1.0081 2022-11-02 23:25:37,257 - mmcls - INFO - Epoch [86][2300/5005] lr: 1.000e-03, eta: 2:46:50, time: 0.136, data_time: 0.000, loss: 0.9880 2022-11-02 23:25:50,997 - mmcls - INFO - Epoch [86][2400/5005] lr: 1.000e-03, eta: 2:46:36, time: 0.137, data_time: 0.000, loss: 0.9930 2022-11-02 23:26:04,745 - mmcls - INFO - Epoch [86][2500/5005] lr: 1.000e-03, eta: 2:46:22, time: 0.137, data_time: 0.000, loss: 0.9763 2022-11-02 23:26:18,492 - mmcls - INFO - Epoch [86][2600/5005] lr: 1.000e-03, eta: 2:46:09, time: 0.137, data_time: 0.000, loss: 0.9860 2022-11-02 23:26:32,179 - mmcls - INFO - Epoch [86][2700/5005] lr: 1.000e-03, eta: 2:45:55, time: 0.137, data_time: 0.000, loss: 0.9946 2022-11-02 23:26:45,788 - mmcls - INFO - Epoch [86][2800/5005] lr: 1.000e-03, eta: 2:45:41, time: 0.136, data_time: 0.000, loss: 0.9964 2022-11-02 23:26:59,467 - mmcls - INFO - Epoch [86][2900/5005] lr: 1.000e-03, eta: 2:45:27, time: 0.137, data_time: 0.000, loss: 1.0007 2022-11-02 23:27:13,071 - mmcls - INFO - Epoch [86][3000/5005] lr: 1.000e-03, eta: 2:45:13, time: 0.136, data_time: 0.000, loss: 1.0041 2022-11-02 23:27:26,727 - mmcls - INFO - Epoch [86][3100/5005] lr: 1.000e-03, eta: 2:45:00, time: 0.137, data_time: 0.000, loss: 1.0039 2022-11-02 23:27:40,405 - mmcls - INFO - Epoch [86][3200/5005] lr: 1.000e-03, eta: 2:44:46, time: 0.137, data_time: 0.000, loss: 0.9877 2022-11-02 23:27:54,164 - mmcls - INFO - Epoch [86][3300/5005] lr: 1.000e-03, eta: 2:44:32, time: 0.138, data_time: 0.000, loss: 1.0197 2022-11-02 23:28:07,858 - mmcls - INFO - Epoch [86][3400/5005] lr: 1.000e-03, eta: 2:44:18, time: 0.137, data_time: 0.000, loss: 1.0018 2022-11-02 23:28:21,591 - mmcls - INFO - Epoch [86][3500/5005] lr: 1.000e-03, eta: 2:44:05, time: 0.137, data_time: 0.000, loss: 1.0013 2022-11-02 23:28:35,133 - mmcls - INFO - Epoch [86][3600/5005] lr: 1.000e-03, eta: 2:43:51, time: 0.135, data_time: 0.000, loss: 0.9915 2022-11-02 23:28:48,678 - mmcls - INFO - Epoch [86][3700/5005] lr: 1.000e-03, eta: 2:43:37, time: 0.135, data_time: 0.000, loss: 0.9876 2022-11-02 23:29:02,245 - mmcls - INFO - Epoch [86][3800/5005] lr: 1.000e-03, eta: 2:43:23, time: 0.136, data_time: 0.000, loss: 1.0004 2022-11-02 23:29:16,013 - mmcls - INFO - Epoch [86][3900/5005] lr: 1.000e-03, eta: 2:43:09, time: 0.138, data_time: 0.000, loss: 0.9836 2022-11-02 23:29:29,696 - mmcls - INFO - Epoch [86][4000/5005] lr: 1.000e-03, eta: 2:42:56, time: 0.137, data_time: 0.000, loss: 1.0050 2022-11-02 23:29:43,332 - mmcls - INFO - Epoch [86][4100/5005] lr: 1.000e-03, eta: 2:42:42, time: 0.136, data_time: 0.000, loss: 1.0168 2022-11-02 23:29:57,066 - mmcls - INFO - Epoch [86][4200/5005] lr: 1.000e-03, eta: 2:42:28, time: 0.137, data_time: 0.000, loss: 1.0122 2022-11-02 23:30:10,641 - mmcls - INFO - Epoch [86][4300/5005] lr: 1.000e-03, eta: 2:42:14, time: 0.136, data_time: 0.000, loss: 0.9915 2022-11-02 23:30:24,360 - mmcls - INFO - Epoch [86][4400/5005] lr: 1.000e-03, eta: 2:42:01, time: 0.137, data_time: 0.000, loss: 1.0080 2022-11-02 23:30:38,065 - mmcls - INFO - Epoch [86][4500/5005] lr: 1.000e-03, eta: 2:41:47, time: 0.137, data_time: 0.000, loss: 0.9964 2022-11-02 23:30:51,640 - mmcls - INFO - Epoch [86][4600/5005] lr: 1.000e-03, eta: 2:41:33, time: 0.136, data_time: 0.000, loss: 1.0011 2022-11-02 23:31:05,369 - mmcls - INFO - Epoch [86][4700/5005] lr: 1.000e-03, eta: 2:41:19, time: 0.137, data_time: 0.000, loss: 0.9987 2022-11-02 23:31:19,008 - mmcls - INFO - Epoch [86][4800/5005] lr: 1.000e-03, eta: 2:41:06, time: 0.136, data_time: 0.000, loss: 1.0034 2022-11-02 23:31:32,537 - mmcls - INFO - Epoch [86][4900/5005] lr: 1.000e-03, eta: 2:40:52, time: 0.135, data_time: 0.000, loss: 1.0097 2022-11-02 23:31:46,102 - mmcls - INFO - Epoch [86][5000/5005] lr: 1.000e-03, eta: 2:40:38, time: 0.136, data_time: 0.000, loss: 0.9965 2022-11-02 23:31:46,794 - mmcls - INFO - Saving checkpoint at 86 epochs 2022-11-02 23:32:09,845 - mmcls - INFO - Epoch(val) [86][196] accuracy_top-1: 75.8880, accuracy_top-5: 92.9880 2022-11-02 23:32:25,600 - mmcls - INFO - Epoch [87][100/5005] lr: 1.000e-03, eta: 2:40:24, time: 0.158, data_time: 0.024, loss: 0.9619 2022-11-02 23:32:39,162 - mmcls - INFO - Epoch [87][200/5005] lr: 1.000e-03, eta: 2:40:10, time: 0.136, data_time: 0.000, loss: 0.9793 2022-11-02 23:32:52,608 - mmcls - INFO - Epoch [87][300/5005] lr: 1.000e-03, eta: 2:39:56, time: 0.134, data_time: 0.000, loss: 0.9744 2022-11-02 23:33:06,225 - mmcls - INFO - Epoch [87][400/5005] lr: 1.000e-03, eta: 2:39:42, time: 0.136, data_time: 0.000, loss: 0.9921 2022-11-02 23:33:19,858 - mmcls - INFO - Epoch [87][500/5005] lr: 1.000e-03, eta: 2:39:29, time: 0.136, data_time: 0.000, loss: 0.9786 2022-11-02 23:33:33,474 - mmcls - INFO - Epoch [87][600/5005] lr: 1.000e-03, eta: 2:39:15, time: 0.136, data_time: 0.000, loss: 0.9904 2022-11-02 23:33:47,340 - mmcls - INFO - Epoch [87][700/5005] lr: 1.000e-03, eta: 2:39:01, time: 0.139, data_time: 0.000, loss: 0.9904 2022-11-02 23:34:00,872 - mmcls - INFO - Epoch [87][800/5005] lr: 1.000e-03, eta: 2:38:47, time: 0.135, data_time: 0.000, loss: 0.9942 2022-11-02 23:34:14,661 - mmcls - INFO - Epoch [87][900/5005] lr: 1.000e-03, eta: 2:38:34, time: 0.138, data_time: 0.000, loss: 1.0070 2022-11-02 23:34:28,363 - mmcls - INFO - Epoch [87][1000/5005] lr: 1.000e-03, eta: 2:38:20, time: 0.137, data_time: 0.000, loss: 0.9875 2022-11-02 23:34:42,094 - mmcls - INFO - Epoch [87][1100/5005] lr: 1.000e-03, eta: 2:38:06, time: 0.137, data_time: 0.000, loss: 0.9866 2022-11-02 23:34:55,693 - mmcls - INFO - Epoch [87][1200/5005] lr: 1.000e-03, eta: 2:37:52, time: 0.136, data_time: 0.000, loss: 1.0078 2022-11-02 23:35:09,430 - mmcls - INFO - Epoch [87][1300/5005] lr: 1.000e-03, eta: 2:37:38, time: 0.137, data_time: 0.000, loss: 0.9857 2022-11-02 23:35:23,065 - mmcls - INFO - Epoch [87][1400/5005] lr: 1.000e-03, eta: 2:37:25, time: 0.136, data_time: 0.000, loss: 0.9961 2022-11-02 23:35:36,725 - mmcls - INFO - Epoch [87][1500/5005] lr: 1.000e-03, eta: 2:37:11, time: 0.137, data_time: 0.000, loss: 0.9924 2022-11-02 23:35:50,397 - mmcls - INFO - Epoch [87][1600/5005] lr: 1.000e-03, eta: 2:36:57, time: 0.137, data_time: 0.000, loss: 1.0000 2022-11-02 23:36:04,098 - mmcls - INFO - Epoch [87][1700/5005] lr: 1.000e-03, eta: 2:36:43, time: 0.137, data_time: 0.000, loss: 0.9939 2022-11-02 23:36:17,782 - mmcls - INFO - Epoch [87][1800/5005] lr: 1.000e-03, eta: 2:36:30, time: 0.137, data_time: 0.000, loss: 0.9884 2022-11-02 23:36:31,573 - mmcls - INFO - Epoch [87][1900/5005] lr: 1.000e-03, eta: 2:36:16, time: 0.138, data_time: 0.000, loss: 0.9859 2022-11-02 23:36:45,220 - mmcls - INFO - Epoch [87][2000/5005] lr: 1.000e-03, eta: 2:36:02, time: 0.136, data_time: 0.000, loss: 0.9923 2022-11-02 23:36:58,949 - mmcls - INFO - Epoch [87][2100/5005] lr: 1.000e-03, eta: 2:35:48, time: 0.137, data_time: 0.000, loss: 0.9941 2022-11-02 23:37:12,634 - mmcls - INFO - Epoch [87][2200/5005] lr: 1.000e-03, eta: 2:35:35, time: 0.137, data_time: 0.000, loss: 1.0193 2022-11-02 23:37:26,325 - mmcls - INFO - Epoch [87][2300/5005] lr: 1.000e-03, eta: 2:35:21, time: 0.137, data_time: 0.000, loss: 0.9823 2022-11-02 23:37:39,962 - mmcls - INFO - Epoch [87][2400/5005] lr: 1.000e-03, eta: 2:35:07, time: 0.136, data_time: 0.000, loss: 0.9987 2022-11-02 23:37:53,704 - mmcls - INFO - Epoch [87][2500/5005] lr: 1.000e-03, eta: 2:34:53, time: 0.137, data_time: 0.000, loss: 1.0127 2022-11-02 23:38:07,451 - mmcls - INFO - Epoch [87][2600/5005] lr: 1.000e-03, eta: 2:34:40, time: 0.137, data_time: 0.000, loss: 1.0076 2022-11-02 23:38:21,180 - mmcls - INFO - Epoch [87][2700/5005] lr: 1.000e-03, eta: 2:34:26, time: 0.137, data_time: 0.001, loss: 1.0039 2022-11-02 23:38:34,905 - mmcls - INFO - Epoch [87][2800/5005] lr: 1.000e-03, eta: 2:34:12, time: 0.137, data_time: 0.000, loss: 0.9898 2022-11-02 23:38:48,611 - mmcls - INFO - Epoch [87][2900/5005] lr: 1.000e-03, eta: 2:33:58, time: 0.137, data_time: 0.000, loss: 0.9915 2022-11-02 23:39:02,395 - mmcls - INFO - Epoch [87][3000/5005] lr: 1.000e-03, eta: 2:33:45, time: 0.138, data_time: 0.000, loss: 0.9960 2022-11-02 23:39:16,025 - mmcls - INFO - Epoch [87][3100/5005] lr: 1.000e-03, eta: 2:33:31, time: 0.136, data_time: 0.000, loss: 0.9979 2022-11-02 23:39:29,904 - mmcls - INFO - Epoch [87][3200/5005] lr: 1.000e-03, eta: 2:33:17, time: 0.139, data_time: 0.000, loss: 0.9782 2022-11-02 23:39:43,653 - mmcls - INFO - Epoch [87][3300/5005] lr: 1.000e-03, eta: 2:33:03, time: 0.137, data_time: 0.000, loss: 0.9987 2022-11-02 23:39:57,433 - mmcls - INFO - Epoch [87][3400/5005] lr: 1.000e-03, eta: 2:32:50, time: 0.138, data_time: 0.000, loss: 0.9993 2022-11-02 23:40:11,118 - mmcls - INFO - Epoch [87][3500/5005] lr: 1.000e-03, eta: 2:32:36, time: 0.137, data_time: 0.000, loss: 0.9716 2022-11-02 23:40:24,782 - mmcls - INFO - Epoch [87][3600/5005] lr: 1.000e-03, eta: 2:32:22, time: 0.137, data_time: 0.000, loss: 1.0047 2022-11-02 23:40:38,564 - mmcls - INFO - Epoch [87][3700/5005] lr: 1.000e-03, eta: 2:32:08, time: 0.138, data_time: 0.000, loss: 1.0010 2022-11-02 23:40:52,251 - mmcls - INFO - Epoch [87][3800/5005] lr: 1.000e-03, eta: 2:31:54, time: 0.137, data_time: 0.000, loss: 0.9937 2022-11-02 23:41:06,101 - mmcls - INFO - Epoch [87][3900/5005] lr: 1.000e-03, eta: 2:31:41, time: 0.138, data_time: 0.000, loss: 1.0045 2022-11-02 23:41:19,876 - mmcls - INFO - Epoch [87][4000/5005] lr: 1.000e-03, eta: 2:31:27, time: 0.138, data_time: 0.000, loss: 0.9888 2022-11-02 23:41:33,598 - mmcls - INFO - Epoch [87][4100/5005] lr: 1.000e-03, eta: 2:31:13, time: 0.137, data_time: 0.000, loss: 1.0113 2022-11-02 23:41:47,324 - mmcls - INFO - Epoch [87][4200/5005] lr: 1.000e-03, eta: 2:30:59, time: 0.137, data_time: 0.000, loss: 0.9921 2022-11-02 23:42:00,964 - mmcls - INFO - Epoch [87][4300/5005] lr: 1.000e-03, eta: 2:30:46, time: 0.136, data_time: 0.000, loss: 1.0119 2022-11-02 23:42:14,684 - mmcls - INFO - Epoch [87][4400/5005] lr: 1.000e-03, eta: 2:30:32, time: 0.137, data_time: 0.000, loss: 0.9905 2022-11-02 23:42:28,394 - mmcls - INFO - Epoch [87][4500/5005] lr: 1.000e-03, eta: 2:30:18, time: 0.137, data_time: 0.000, loss: 0.9867 2022-11-02 23:42:42,062 - mmcls - INFO - Epoch [87][4600/5005] lr: 1.000e-03, eta: 2:30:04, time: 0.137, data_time: 0.000, loss: 0.9903 2022-11-02 23:42:55,715 - mmcls - INFO - Epoch [87][4700/5005] lr: 1.000e-03, eta: 2:29:51, time: 0.137, data_time: 0.000, loss: 0.9715 2022-11-02 23:43:09,437 - mmcls - INFO - Epoch [87][4800/5005] lr: 1.000e-03, eta: 2:29:37, time: 0.137, data_time: 0.000, loss: 0.9965 2022-11-02 23:43:23,196 - mmcls - INFO - Epoch [87][4900/5005] lr: 1.000e-03, eta: 2:29:23, time: 0.138, data_time: 0.000, loss: 0.9951 2022-11-02 23:43:36,868 - mmcls - INFO - Epoch [87][5000/5005] lr: 1.000e-03, eta: 2:29:09, time: 0.137, data_time: 0.000, loss: 1.0102 2022-11-02 23:43:37,545 - mmcls - INFO - Saving checkpoint at 87 epochs 2022-11-02 23:44:00,864 - mmcls - INFO - Epoch(val) [87][196] accuracy_top-1: 75.9860, accuracy_top-5: 92.9920 2022-11-02 23:44:16,744 - mmcls - INFO - Epoch [88][100/5005] lr: 1.000e-03, eta: 2:28:55, time: 0.159, data_time: 0.024, loss: 0.9628 2022-11-02 23:44:30,129 - mmcls - INFO - Epoch [88][200/5005] lr: 1.000e-03, eta: 2:28:41, time: 0.134, data_time: 0.000, loss: 0.9855 2022-11-02 23:44:43,665 - mmcls - INFO - Epoch [88][300/5005] lr: 1.000e-03, eta: 2:28:28, time: 0.135, data_time: 0.000, loss: 0.9808 2022-11-02 23:44:57,299 - mmcls - INFO - Epoch [88][400/5005] lr: 1.000e-03, eta: 2:28:14, time: 0.136, data_time: 0.000, loss: 0.9909 2022-11-02 23:45:10,950 - mmcls - INFO - Epoch [88][500/5005] lr: 1.000e-03, eta: 2:28:00, time: 0.136, data_time: 0.000, loss: 0.9820 2022-11-02 23:45:24,682 - mmcls - INFO - Epoch [88][600/5005] lr: 1.000e-03, eta: 2:27:46, time: 0.137, data_time: 0.000, loss: 1.0100 2022-11-02 23:45:38,383 - mmcls - INFO - Epoch [88][700/5005] lr: 1.000e-03, eta: 2:27:32, time: 0.137, data_time: 0.000, loss: 0.9807 2022-11-02 23:45:52,084 - mmcls - INFO - Epoch [88][800/5005] lr: 1.000e-03, eta: 2:27:19, time: 0.137, data_time: 0.000, loss: 0.9804 2022-11-02 23:46:05,785 - mmcls - INFO - Epoch [88][900/5005] lr: 1.000e-03, eta: 2:27:05, time: 0.137, data_time: 0.000, loss: 0.9827 2022-11-02 23:46:19,439 - mmcls - INFO - Epoch [88][1000/5005] lr: 1.000e-03, eta: 2:26:51, time: 0.137, data_time: 0.000, loss: 0.9989 2022-11-02 23:46:33,056 - mmcls - INFO - Epoch [88][1100/5005] lr: 1.000e-03, eta: 2:26:37, time: 0.136, data_time: 0.000, loss: 0.9680 2022-11-02 23:46:46,572 - mmcls - INFO - Epoch [88][1200/5005] lr: 1.000e-03, eta: 2:26:24, time: 0.135, data_time: 0.000, loss: 0.9955 2022-11-02 23:47:00,340 - mmcls - INFO - Epoch [88][1300/5005] lr: 1.000e-03, eta: 2:26:10, time: 0.138, data_time: 0.000, loss: 0.9929 2022-11-02 23:47:13,955 - mmcls - INFO - Epoch [88][1400/5005] lr: 1.000e-03, eta: 2:25:56, time: 0.136, data_time: 0.001, loss: 0.9865 2022-11-02 23:47:27,815 - mmcls - INFO - Epoch [88][1500/5005] lr: 1.000e-03, eta: 2:25:42, time: 0.139, data_time: 0.002, loss: 1.0004 2022-11-02 23:47:41,470 - mmcls - INFO - Epoch [88][1600/5005] lr: 1.000e-03, eta: 2:25:29, time: 0.137, data_time: 0.000, loss: 0.9887 2022-11-02 23:47:55,189 - mmcls - INFO - Epoch [88][1700/5005] lr: 1.000e-03, eta: 2:25:15, time: 0.137, data_time: 0.000, loss: 0.9786 2022-11-02 23:48:08,834 - mmcls - INFO - Epoch [88][1800/5005] lr: 1.000e-03, eta: 2:25:01, time: 0.136, data_time: 0.000, loss: 0.9891 2022-11-02 23:48:22,557 - mmcls - INFO - Epoch [88][1900/5005] lr: 1.000e-03, eta: 2:24:47, time: 0.137, data_time: 0.000, loss: 0.9859 2022-11-02 23:48:36,194 - mmcls - INFO - Epoch [88][2000/5005] lr: 1.000e-03, eta: 2:24:34, time: 0.136, data_time: 0.000, loss: 0.9947 2022-11-02 23:48:49,913 - mmcls - INFO - Epoch [88][2100/5005] lr: 1.000e-03, eta: 2:24:20, time: 0.137, data_time: 0.000, loss: 0.9693 2022-11-02 23:49:03,583 - mmcls - INFO - Epoch [88][2200/5005] lr: 1.000e-03, eta: 2:24:06, time: 0.137, data_time: 0.000, loss: 0.9676 2022-11-02 23:49:17,226 - mmcls - INFO - Epoch [88][2300/5005] lr: 1.000e-03, eta: 2:23:52, time: 0.136, data_time: 0.000, loss: 0.9822 2022-11-02 23:49:30,919 - mmcls - INFO - Epoch [88][2400/5005] lr: 1.000e-03, eta: 2:23:38, time: 0.137, data_time: 0.000, loss: 0.9781 2022-11-02 23:49:44,661 - mmcls - INFO - Epoch [88][2500/5005] lr: 1.000e-03, eta: 2:23:25, time: 0.137, data_time: 0.000, loss: 0.9864 2022-11-02 23:49:58,395 - mmcls - INFO - Epoch [88][2600/5005] lr: 1.000e-03, eta: 2:23:11, time: 0.137, data_time: 0.000, loss: 0.9983 2022-11-02 23:50:12,077 - mmcls - INFO - Epoch [88][2700/5005] lr: 1.000e-03, eta: 2:22:57, time: 0.137, data_time: 0.000, loss: 0.9893 2022-11-02 23:50:25,801 - mmcls - INFO - Epoch [88][2800/5005] lr: 1.000e-03, eta: 2:22:43, time: 0.137, data_time: 0.000, loss: 1.0004 2022-11-02 23:50:39,452 - mmcls - INFO - Epoch [88][2900/5005] lr: 1.000e-03, eta: 2:22:30, time: 0.136, data_time: 0.000, loss: 0.9942 2022-11-02 23:50:53,249 - mmcls - INFO - Epoch [88][3000/5005] lr: 1.000e-03, eta: 2:22:16, time: 0.138, data_time: 0.000, loss: 0.9926 2022-11-02 23:51:06,911 - mmcls - INFO - Epoch [88][3100/5005] lr: 1.000e-03, eta: 2:22:02, time: 0.137, data_time: 0.000, loss: 1.0080 2022-11-02 23:51:20,519 - mmcls - INFO - Epoch [88][3200/5005] lr: 1.000e-03, eta: 2:21:48, time: 0.136, data_time: 0.000, loss: 0.9965 2022-11-02 23:51:34,188 - mmcls - INFO - Epoch [88][3300/5005] lr: 1.000e-03, eta: 2:21:35, time: 0.137, data_time: 0.000, loss: 0.9965 2022-11-02 23:51:47,983 - mmcls - INFO - Epoch [88][3400/5005] lr: 1.000e-03, eta: 2:21:21, time: 0.138, data_time: 0.000, loss: 0.9809 2022-11-02 23:52:01,635 - mmcls - INFO - Epoch [88][3500/5005] lr: 1.000e-03, eta: 2:21:07, time: 0.137, data_time: 0.000, loss: 0.9724 2022-11-02 23:52:15,437 - mmcls - INFO - Epoch [88][3600/5005] lr: 1.000e-03, eta: 2:20:53, time: 0.138, data_time: 0.000, loss: 0.9888 2022-11-02 23:52:29,098 - mmcls - INFO - Epoch [88][3700/5005] lr: 1.000e-03, eta: 2:20:40, time: 0.137, data_time: 0.000, loss: 1.0043 2022-11-02 23:52:42,798 - mmcls - INFO - Epoch [88][3800/5005] lr: 1.000e-03, eta: 2:20:26, time: 0.137, data_time: 0.000, loss: 0.9991 2022-11-02 23:52:56,538 - mmcls - INFO - Epoch [88][3900/5005] lr: 1.000e-03, eta: 2:20:12, time: 0.137, data_time: 0.000, loss: 0.9785 2022-11-02 23:53:10,309 - mmcls - INFO - Epoch [88][4000/5005] lr: 1.000e-03, eta: 2:19:58, time: 0.138, data_time: 0.000, loss: 0.9856 2022-11-02 23:53:23,982 - mmcls - INFO - Epoch [88][4100/5005] lr: 1.000e-03, eta: 2:19:45, time: 0.137, data_time: 0.000, loss: 1.0042 2022-11-02 23:53:37,676 - mmcls - INFO - Epoch [88][4200/5005] lr: 1.000e-03, eta: 2:19:31, time: 0.137, data_time: 0.000, loss: 0.9897 2022-11-02 23:53:51,475 - mmcls - INFO - Epoch [88][4300/5005] lr: 1.000e-03, eta: 2:19:17, time: 0.138, data_time: 0.000, loss: 0.9889 2022-11-02 23:54:05,167 - mmcls - INFO - Epoch [88][4400/5005] lr: 1.000e-03, eta: 2:19:03, time: 0.137, data_time: 0.000, loss: 0.9844 2022-11-02 23:54:18,821 - mmcls - INFO - Epoch [88][4500/5005] lr: 1.000e-03, eta: 2:18:49, time: 0.137, data_time: 0.000, loss: 1.0083 2022-11-02 23:54:32,583 - mmcls - INFO - Epoch [88][4600/5005] lr: 1.000e-03, eta: 2:18:36, time: 0.138, data_time: 0.000, loss: 0.9894 2022-11-02 23:54:46,326 - mmcls - INFO - Epoch [88][4700/5005] lr: 1.000e-03, eta: 2:18:22, time: 0.137, data_time: 0.000, loss: 0.9843 2022-11-02 23:54:59,919 - mmcls - INFO - Epoch [88][4800/5005] lr: 1.000e-03, eta: 2:18:08, time: 0.136, data_time: 0.000, loss: 0.9920 2022-11-02 23:55:13,548 - mmcls - INFO - Epoch [88][4900/5005] lr: 1.000e-03, eta: 2:17:54, time: 0.136, data_time: 0.000, loss: 1.0053 2022-11-02 23:55:27,219 - mmcls - INFO - Epoch [88][5000/5005] lr: 1.000e-03, eta: 2:17:41, time: 0.137, data_time: 0.000, loss: 0.9825 2022-11-02 23:55:27,885 - mmcls - INFO - Saving checkpoint at 88 epochs 2022-11-02 23:55:51,772 - mmcls - INFO - Epoch(val) [88][196] accuracy_top-1: 75.9160, accuracy_top-5: 92.9480 2022-11-02 23:56:07,785 - mmcls - INFO - Epoch [89][100/5005] lr: 1.000e-03, eta: 2:17:26, time: 0.160, data_time: 0.024, loss: 0.9890 2022-11-02 23:56:21,170 - mmcls - INFO - Epoch [89][200/5005] lr: 1.000e-03, eta: 2:17:13, time: 0.134, data_time: 0.000, loss: 0.9834 2022-11-02 23:56:35,463 - mmcls - INFO - Epoch [89][300/5005] lr: 1.000e-03, eta: 2:16:59, time: 0.143, data_time: 0.000, loss: 1.0000 2022-11-02 23:56:49,101 - mmcls - INFO - Epoch [89][400/5005] lr: 1.000e-03, eta: 2:16:45, time: 0.136, data_time: 0.000, loss: 0.9711 2022-11-02 23:57:02,720 - mmcls - INFO - Epoch [89][500/5005] lr: 1.000e-03, eta: 2:16:31, time: 0.136, data_time: 0.000, loss: 0.9868 2022-11-02 23:57:16,398 - mmcls - INFO - Epoch [89][600/5005] lr: 1.000e-03, eta: 2:16:18, time: 0.137, data_time: 0.000, loss: 0.9812 2022-11-02 23:57:30,085 - mmcls - INFO - Epoch [89][700/5005] lr: 1.000e-03, eta: 2:16:04, time: 0.137, data_time: 0.001, loss: 0.9655 2022-11-02 23:57:43,947 - mmcls - INFO - Epoch [89][800/5005] lr: 1.000e-03, eta: 2:15:50, time: 0.139, data_time: 0.000, loss: 0.9911 2022-11-02 23:57:57,637 - mmcls - INFO - Epoch [89][900/5005] lr: 1.000e-03, eta: 2:15:36, time: 0.137, data_time: 0.000, loss: 0.9773 2022-11-02 23:58:11,360 - mmcls - INFO - Epoch [89][1000/5005] lr: 1.000e-03, eta: 2:15:23, time: 0.137, data_time: 0.000, loss: 0.9790 2022-11-02 23:58:24,969 - mmcls - INFO - Epoch [89][1100/5005] lr: 1.000e-03, eta: 2:15:09, time: 0.136, data_time: 0.000, loss: 0.9969 2022-11-02 23:58:38,736 - mmcls - INFO - Epoch [89][1200/5005] lr: 1.000e-03, eta: 2:14:55, time: 0.138, data_time: 0.000, loss: 0.9918 2022-11-02 23:58:52,465 - mmcls - INFO - Epoch [89][1300/5005] lr: 1.000e-03, eta: 2:14:41, time: 0.137, data_time: 0.000, loss: 0.9903 2022-11-02 23:59:06,047 - mmcls - INFO - Epoch [89][1400/5005] lr: 1.000e-03, eta: 2:14:28, time: 0.136, data_time: 0.000, loss: 1.0025 2022-11-02 23:59:19,663 - mmcls - INFO - Epoch [89][1500/5005] lr: 1.000e-03, eta: 2:14:14, time: 0.136, data_time: 0.000, loss: 0.9936 2022-11-02 23:59:34,598 - mmcls - INFO - Epoch [89][1600/5005] lr: 1.000e-03, eta: 2:14:00, time: 0.149, data_time: 0.000, loss: 0.9762 2022-11-02 23:59:48,306 - mmcls - INFO - Epoch [89][1700/5005] lr: 1.000e-03, eta: 2:13:46, time: 0.137, data_time: 0.000, loss: 0.9919 2022-11-03 00:00:02,004 - mmcls - INFO - Epoch [89][1800/5005] lr: 1.000e-03, eta: 2:13:33, time: 0.137, data_time: 0.000, loss: 0.9978 2022-11-03 00:00:15,627 - mmcls - INFO - Epoch [89][1900/5005] lr: 1.000e-03, eta: 2:13:19, time: 0.136, data_time: 0.000, loss: 1.0261 2022-11-03 00:00:29,420 - mmcls - INFO - Epoch [89][2000/5005] lr: 1.000e-03, eta: 2:13:05, time: 0.138, data_time: 0.000, loss: 0.9812 2022-11-03 00:00:42,965 - mmcls - INFO - Epoch [89][2100/5005] lr: 1.000e-03, eta: 2:12:51, time: 0.135, data_time: 0.000, loss: 0.9797 2022-11-03 00:00:56,651 - mmcls - INFO - Epoch [89][2200/5005] lr: 1.000e-03, eta: 2:12:38, time: 0.137, data_time: 0.000, loss: 0.9917 2022-11-03 00:01:10,251 - mmcls - INFO - Epoch [89][2300/5005] lr: 1.000e-03, eta: 2:12:24, time: 0.136, data_time: 0.000, loss: 0.9823 2022-11-03 00:01:24,111 - mmcls - INFO - Epoch [89][2400/5005] lr: 1.000e-03, eta: 2:12:10, time: 0.139, data_time: 0.000, loss: 0.9890 2022-11-03 00:01:37,731 - mmcls - INFO - Epoch [89][2500/5005] lr: 1.000e-03, eta: 2:11:56, time: 0.136, data_time: 0.000, loss: 0.9829 2022-11-03 00:01:51,288 - mmcls - INFO - Epoch [89][2600/5005] lr: 1.000e-03, eta: 2:11:43, time: 0.136, data_time: 0.000, loss: 0.9688 2022-11-03 00:02:04,959 - mmcls - INFO - Epoch [89][2700/5005] lr: 1.000e-03, eta: 2:11:29, time: 0.137, data_time: 0.000, loss: 0.9739 2022-11-03 00:02:18,536 - mmcls - INFO - Epoch [89][2800/5005] lr: 1.000e-03, eta: 2:11:15, time: 0.136, data_time: 0.000, loss: 0.9994 2022-11-03 00:02:32,169 - mmcls - INFO - Epoch [89][2900/5005] lr: 1.000e-03, eta: 2:11:01, time: 0.136, data_time: 0.000, loss: 0.9910 2022-11-03 00:02:45,885 - mmcls - INFO - Epoch [89][3000/5005] lr: 1.000e-03, eta: 2:10:47, time: 0.137, data_time: 0.000, loss: 0.9894 2022-11-03 00:02:59,420 - mmcls - INFO - Epoch [89][3100/5005] lr: 1.000e-03, eta: 2:10:34, time: 0.135, data_time: 0.000, loss: 0.9938 2022-11-03 00:03:13,145 - mmcls - INFO - Epoch [89][3200/5005] lr: 1.000e-03, eta: 2:10:20, time: 0.137, data_time: 0.000, loss: 0.9947 2022-11-03 00:03:26,911 - mmcls - INFO - Epoch [89][3300/5005] lr: 1.000e-03, eta: 2:10:06, time: 0.138, data_time: 0.000, loss: 0.9946 2022-11-03 00:03:40,558 - mmcls - INFO - Epoch [89][3400/5005] lr: 1.000e-03, eta: 2:09:52, time: 0.136, data_time: 0.000, loss: 1.0140 2022-11-03 00:03:55,240 - mmcls - INFO - Epoch [89][3500/5005] lr: 1.000e-03, eta: 2:09:39, time: 0.147, data_time: 0.000, loss: 0.9999 2022-11-03 00:04:08,871 - mmcls - INFO - Epoch [89][3600/5005] lr: 1.000e-03, eta: 2:09:25, time: 0.136, data_time: 0.000, loss: 0.9867 2022-11-03 00:04:22,354 - mmcls - INFO - Epoch [89][3700/5005] lr: 1.000e-03, eta: 2:09:11, time: 0.135, data_time: 0.000, loss: 0.9937 2022-11-03 00:04:35,998 - mmcls - INFO - Epoch [89][3800/5005] lr: 1.000e-03, eta: 2:08:57, time: 0.136, data_time: 0.000, loss: 0.9777 2022-11-03 00:04:49,742 - mmcls - INFO - Epoch [89][3900/5005] lr: 1.000e-03, eta: 2:08:44, time: 0.137, data_time: 0.000, loss: 0.9845 2022-11-03 00:05:03,526 - mmcls - INFO - Epoch [89][4000/5005] lr: 1.000e-03, eta: 2:08:30, time: 0.138, data_time: 0.001, loss: 0.9961 2022-11-03 00:05:17,123 - mmcls - INFO - Epoch [89][4100/5005] lr: 1.000e-03, eta: 2:08:16, time: 0.136, data_time: 0.000, loss: 0.9949 2022-11-03 00:05:30,928 - mmcls - INFO - Epoch [89][4200/5005] lr: 1.000e-03, eta: 2:08:02, time: 0.138, data_time: 0.000, loss: 0.9713 2022-11-03 00:05:44,794 - mmcls - INFO - Epoch [89][4300/5005] lr: 1.000e-03, eta: 2:07:49, time: 0.139, data_time: 0.000, loss: 0.9985 2022-11-03 00:05:58,712 - mmcls - INFO - Epoch [89][4400/5005] lr: 1.000e-03, eta: 2:07:35, time: 0.139, data_time: 0.000, loss: 0.9715 2022-11-03 00:06:13,436 - mmcls - INFO - Epoch [89][4500/5005] lr: 1.000e-03, eta: 2:07:21, time: 0.147, data_time: 0.000, loss: 1.0039 2022-11-03 00:06:27,102 - mmcls - INFO - Epoch [89][4600/5005] lr: 1.000e-03, eta: 2:07:08, time: 0.137, data_time: 0.000, loss: 0.9925 2022-11-03 00:06:40,745 - mmcls - INFO - Epoch [89][4700/5005] lr: 1.000e-03, eta: 2:06:54, time: 0.136, data_time: 0.000, loss: 0.9961 2022-11-03 00:06:54,403 - mmcls - INFO - Epoch [89][4800/5005] lr: 1.000e-03, eta: 2:06:40, time: 0.137, data_time: 0.000, loss: 0.9939 2022-11-03 00:07:08,086 - mmcls - INFO - Epoch [89][4900/5005] lr: 1.000e-03, eta: 2:06:26, time: 0.137, data_time: 0.000, loss: 1.0043 2022-11-03 00:07:21,938 - mmcls - INFO - Epoch [89][5000/5005] lr: 1.000e-03, eta: 2:06:13, time: 0.139, data_time: 0.000, loss: 0.9861 2022-11-03 00:07:22,613 - mmcls - INFO - Saving checkpoint at 89 epochs 2022-11-03 00:07:45,685 - mmcls - INFO - Epoch(val) [89][196] accuracy_top-1: 75.7860, accuracy_top-5: 92.9800 2022-11-03 00:08:01,409 - mmcls - INFO - Epoch [90][100/5005] lr: 1.000e-03, eta: 2:05:58, time: 0.157, data_time: 0.024, loss: 0.9815 2022-11-03 00:08:14,948 - mmcls - INFO - Epoch [90][200/5005] lr: 1.000e-03, eta: 2:05:44, time: 0.135, data_time: 0.000, loss: 0.9693 2022-11-03 00:08:28,484 - mmcls - INFO - Epoch [90][300/5005] lr: 1.000e-03, eta: 2:05:31, time: 0.135, data_time: 0.000, loss: 0.9773 2022-11-03 00:08:41,995 - mmcls - INFO - Epoch [90][400/5005] lr: 1.000e-03, eta: 2:05:17, time: 0.135, data_time: 0.000, loss: 0.9862 2022-11-03 00:08:55,560 - mmcls - INFO - Epoch [90][500/5005] lr: 1.000e-03, eta: 2:05:03, time: 0.136, data_time: 0.000, loss: 0.9649 2022-11-03 00:09:09,256 - mmcls - INFO - Epoch [90][600/5005] lr: 1.000e-03, eta: 2:04:49, time: 0.137, data_time: 0.000, loss: 0.9727 2022-11-03 00:09:23,109 - mmcls - INFO - Epoch [90][700/5005] lr: 1.000e-03, eta: 2:04:36, time: 0.139, data_time: 0.000, loss: 0.9804 2022-11-03 00:09:36,799 - mmcls - INFO - Epoch [90][800/5005] lr: 1.000e-03, eta: 2:04:22, time: 0.137, data_time: 0.000, loss: 0.9627 2022-11-03 00:09:50,459 - mmcls - INFO - Epoch [90][900/5005] lr: 1.000e-03, eta: 2:04:08, time: 0.137, data_time: 0.001, loss: 0.9910 2022-11-03 00:10:04,149 - mmcls - INFO - Epoch [90][1000/5005] lr: 1.000e-03, eta: 2:03:54, time: 0.137, data_time: 0.000, loss: 0.9768 2022-11-03 00:10:17,828 - mmcls - INFO - Epoch [90][1100/5005] lr: 1.000e-03, eta: 2:03:41, time: 0.137, data_time: 0.000, loss: 0.9632 2022-11-03 00:10:31,727 - mmcls - INFO - Epoch [90][1200/5005] lr: 1.000e-03, eta: 2:03:27, time: 0.139, data_time: 0.000, loss: 0.9696 2022-11-03 00:10:45,414 - mmcls - INFO - Epoch [90][1300/5005] lr: 1.000e-03, eta: 2:03:13, time: 0.137, data_time: 0.000, loss: 0.9754 2022-11-03 00:10:59,148 - mmcls - INFO - Epoch [90][1400/5005] lr: 1.000e-03, eta: 2:02:59, time: 0.137, data_time: 0.000, loss: 0.9715 2022-11-03 00:11:13,045 - mmcls - INFO - Epoch [90][1500/5005] lr: 1.000e-03, eta: 2:02:46, time: 0.139, data_time: 0.000, loss: 0.9750 2022-11-03 00:11:26,694 - mmcls - INFO - Epoch [90][1600/5005] lr: 1.000e-03, eta: 2:02:32, time: 0.136, data_time: 0.000, loss: 0.9797 2022-11-03 00:11:40,286 - mmcls - INFO - Epoch [90][1700/5005] lr: 1.000e-03, eta: 2:02:18, time: 0.136, data_time: 0.000, loss: 0.9937 2022-11-03 00:11:53,921 - mmcls - INFO - Epoch [90][1800/5005] lr: 1.000e-03, eta: 2:02:04, time: 0.136, data_time: 0.000, loss: 0.9805 2022-11-03 00:12:07,676 - mmcls - INFO - Epoch [90][1900/5005] lr: 1.000e-03, eta: 2:01:50, time: 0.138, data_time: 0.000, loss: 0.9719 2022-11-03 00:12:21,504 - mmcls - INFO - Epoch [90][2000/5005] lr: 1.000e-03, eta: 2:01:37, time: 0.138, data_time: 0.000, loss: 0.9727 2022-11-03 00:12:35,159 - mmcls - INFO - Epoch [90][2100/5005] lr: 1.000e-03, eta: 2:01:23, time: 0.137, data_time: 0.000, loss: 0.9840 2022-11-03 00:12:49,878 - mmcls - INFO - Epoch [90][2200/5005] lr: 1.000e-03, eta: 2:01:09, time: 0.147, data_time: 0.000, loss: 0.9862 2022-11-03 00:13:03,639 - mmcls - INFO - Epoch [90][2300/5005] lr: 1.000e-03, eta: 2:00:56, time: 0.138, data_time: 0.000, loss: 1.0022 2022-11-03 00:13:17,192 - mmcls - INFO - Epoch [90][2400/5005] lr: 1.000e-03, eta: 2:00:42, time: 0.136, data_time: 0.000, loss: 0.9755 2022-11-03 00:13:30,775 - mmcls - INFO - Epoch [90][2500/5005] lr: 1.000e-03, eta: 2:00:28, time: 0.136, data_time: 0.000, loss: 0.9686 2022-11-03 00:13:44,521 - mmcls - INFO - Epoch [90][2600/5005] lr: 1.000e-03, eta: 2:00:14, time: 0.137, data_time: 0.000, loss: 0.9983 2022-11-03 00:13:58,290 - mmcls - INFO - Epoch [90][2700/5005] lr: 1.000e-03, eta: 2:00:01, time: 0.138, data_time: 0.000, loss: 0.9866 2022-11-03 00:14:12,087 - mmcls - INFO - Epoch [90][2800/5005] lr: 1.000e-03, eta: 1:59:47, time: 0.138, data_time: 0.000, loss: 0.9930 2022-11-03 00:14:25,834 - mmcls - INFO - Epoch [90][2900/5005] lr: 1.000e-03, eta: 1:59:33, time: 0.137, data_time: 0.000, loss: 0.9890 2022-11-03 00:14:39,778 - mmcls - INFO - Epoch [90][3000/5005] lr: 1.000e-03, eta: 1:59:19, time: 0.139, data_time: 0.000, loss: 0.9917 2022-11-03 00:14:53,544 - mmcls - INFO - Epoch [90][3100/5005] lr: 1.000e-03, eta: 1:59:06, time: 0.138, data_time: 0.000, loss: 0.9926 2022-11-03 00:15:07,366 - mmcls - INFO - Epoch [90][3200/5005] lr: 1.000e-03, eta: 1:58:52, time: 0.138, data_time: 0.000, loss: 0.9786 2022-11-03 00:15:21,027 - mmcls - INFO - Epoch [90][3300/5005] lr: 1.000e-03, eta: 1:58:38, time: 0.137, data_time: 0.000, loss: 0.9812 2022-11-03 00:15:34,818 - mmcls - INFO - Epoch [90][3400/5005] lr: 1.000e-03, eta: 1:58:24, time: 0.138, data_time: 0.000, loss: 0.9949 2022-11-03 00:15:48,455 - mmcls - INFO - Epoch [90][3500/5005] lr: 1.000e-03, eta: 1:58:10, time: 0.136, data_time: 0.000, loss: 0.9832 2022-11-03 00:16:02,114 - mmcls - INFO - Epoch [90][3600/5005] lr: 1.000e-03, eta: 1:57:57, time: 0.137, data_time: 0.000, loss: 0.9829 2022-11-03 00:16:15,841 - mmcls - INFO - Epoch [90][3700/5005] lr: 1.000e-03, eta: 1:57:43, time: 0.137, data_time: 0.000, loss: 0.9863 2022-11-03 00:16:29,582 - mmcls - INFO - Epoch [90][3800/5005] lr: 1.000e-03, eta: 1:57:29, time: 0.137, data_time: 0.000, loss: 0.9869 2022-11-03 00:16:43,309 - mmcls - INFO - Epoch [90][3900/5005] lr: 1.000e-03, eta: 1:57:15, time: 0.137, data_time: 0.000, loss: 0.9814 2022-11-03 00:16:57,034 - mmcls - INFO - Epoch [90][4000/5005] lr: 1.000e-03, eta: 1:57:02, time: 0.137, data_time: 0.000, loss: 0.9758 2022-11-03 00:17:11,837 - mmcls - INFO - Epoch [90][4100/5005] lr: 1.000e-03, eta: 1:56:48, time: 0.148, data_time: 0.000, loss: 0.9882 2022-11-03 00:17:25,615 - mmcls - INFO - Epoch [90][4200/5005] lr: 1.000e-03, eta: 1:56:34, time: 0.138, data_time: 0.000, loss: 0.9853 2022-11-03 00:17:39,359 - mmcls - INFO - Epoch [90][4300/5005] lr: 1.000e-03, eta: 1:56:21, time: 0.137, data_time: 0.000, loss: 0.9918 2022-11-03 00:17:52,898 - mmcls - INFO - Epoch [90][4400/5005] lr: 1.000e-03, eta: 1:56:07, time: 0.135, data_time: 0.000, loss: 0.9930 2022-11-03 00:18:06,649 - mmcls - INFO - Epoch [90][4500/5005] lr: 1.000e-03, eta: 1:55:53, time: 0.138, data_time: 0.000, loss: 0.9867 2022-11-03 00:18:20,479 - mmcls - INFO - Epoch [90][4600/5005] lr: 1.000e-03, eta: 1:55:39, time: 0.138, data_time: 0.000, loss: 0.9817 2022-11-03 00:18:34,158 - mmcls - INFO - Epoch [90][4700/5005] lr: 1.000e-03, eta: 1:55:26, time: 0.137, data_time: 0.000, loss: 0.9665 2022-11-03 00:18:47,901 - mmcls - INFO - Epoch [90][4800/5005] lr: 1.000e-03, eta: 1:55:12, time: 0.137, data_time: 0.000, loss: 1.0066 2022-11-03 00:19:01,735 - mmcls - INFO - Epoch [90][4900/5005] lr: 1.000e-03, eta: 1:54:58, time: 0.138, data_time: 0.000, loss: 0.9924 2022-11-03 00:19:15,304 - mmcls - INFO - Epoch [90][5000/5005] lr: 1.000e-03, eta: 1:54:44, time: 0.136, data_time: 0.000, loss: 0.9814 2022-11-03 00:19:15,994 - mmcls - INFO - Saving checkpoint at 90 epochs 2022-11-03 00:19:39,156 - mmcls - INFO - Epoch(val) [90][196] accuracy_top-1: 75.7580, accuracy_top-5: 92.9280 2022-11-03 00:19:54,830 - mmcls - INFO - Epoch [91][100/5005] lr: 1.000e-04, eta: 1:54:30, time: 0.157, data_time: 0.024, loss: 0.9683 2022-11-03 00:20:08,299 - mmcls - INFO - Epoch [91][200/5005] lr: 1.000e-04, eta: 1:54:16, time: 0.135, data_time: 0.000, loss: 0.9637 2022-11-03 00:20:21,924 - mmcls - INFO - Epoch [91][300/5005] lr: 1.000e-04, eta: 1:54:02, time: 0.136, data_time: 0.000, loss: 0.9741 2022-11-03 00:20:35,504 - mmcls - INFO - Epoch [91][400/5005] lr: 1.000e-04, eta: 1:53:49, time: 0.136, data_time: 0.000, loss: 0.9666 2022-11-03 00:20:49,300 - mmcls - INFO - Epoch [91][500/5005] lr: 1.000e-04, eta: 1:53:35, time: 0.138, data_time: 0.000, loss: 0.9610 2022-11-03 00:21:03,044 - mmcls - INFO - Epoch [91][600/5005] lr: 1.000e-04, eta: 1:53:21, time: 0.137, data_time: 0.000, loss: 0.9651 2022-11-03 00:21:16,883 - mmcls - INFO - Epoch [91][700/5005] lr: 1.000e-04, eta: 1:53:07, time: 0.138, data_time: 0.000, loss: 0.9608 2022-11-03 00:21:30,601 - mmcls - INFO - Epoch [91][800/5005] lr: 1.000e-04, eta: 1:52:54, time: 0.137, data_time: 0.000, loss: 0.9764 2022-11-03 00:21:44,295 - mmcls - INFO - Epoch [91][900/5005] lr: 1.000e-04, eta: 1:52:40, time: 0.137, data_time: 0.000, loss: 0.9487 2022-11-03 00:21:58,049 - mmcls - INFO - Epoch [91][1000/5005] lr: 1.000e-04, eta: 1:52:26, time: 0.138, data_time: 0.000, loss: 0.9475 2022-11-03 00:22:11,841 - mmcls - INFO - Epoch [91][1100/5005] lr: 1.000e-04, eta: 1:52:12, time: 0.138, data_time: 0.000, loss: 0.9643 2022-11-03 00:22:25,582 - mmcls - INFO - Epoch [91][1200/5005] lr: 1.000e-04, eta: 1:51:59, time: 0.137, data_time: 0.000, loss: 0.9440 2022-11-03 00:22:39,379 - mmcls - INFO - Epoch [91][1300/5005] lr: 1.000e-04, eta: 1:51:45, time: 0.138, data_time: 0.000, loss: 0.9623 2022-11-03 00:22:53,022 - mmcls - INFO - Epoch [91][1400/5005] lr: 1.000e-04, eta: 1:51:31, time: 0.136, data_time: 0.000, loss: 0.9400 2022-11-03 00:23:06,798 - mmcls - INFO - Epoch [91][1500/5005] lr: 1.000e-04, eta: 1:51:17, time: 0.138, data_time: 0.000, loss: 0.9418 2022-11-03 00:23:20,517 - mmcls - INFO - Epoch [91][1600/5005] lr: 1.000e-04, eta: 1:51:04, time: 0.137, data_time: 0.000, loss: 0.9407 2022-11-03 00:23:34,122 - mmcls - INFO - Epoch [91][1700/5005] lr: 1.000e-04, eta: 1:50:50, time: 0.136, data_time: 0.000, loss: 0.9613 2022-11-03 00:23:47,789 - mmcls - INFO - Epoch [91][1800/5005] lr: 1.000e-04, eta: 1:50:36, time: 0.137, data_time: 0.000, loss: 0.9623 2022-11-03 00:24:01,560 - mmcls - INFO - Epoch [91][1900/5005] lr: 1.000e-04, eta: 1:50:22, time: 0.138, data_time: 0.000, loss: 0.9527 2022-11-03 00:24:15,268 - mmcls - INFO - Epoch [91][2000/5005] lr: 1.000e-04, eta: 1:50:08, time: 0.137, data_time: 0.000, loss: 0.9555 2022-11-03 00:24:28,947 - mmcls - INFO - Epoch [91][2100/5005] lr: 1.000e-04, eta: 1:49:55, time: 0.137, data_time: 0.000, loss: 0.9381 2022-11-03 00:24:42,689 - mmcls - INFO - Epoch [91][2200/5005] lr: 1.000e-04, eta: 1:49:41, time: 0.137, data_time: 0.000, loss: 0.9533 2022-11-03 00:24:56,514 - mmcls - INFO - Epoch [91][2300/5005] lr: 1.000e-04, eta: 1:49:27, time: 0.138, data_time: 0.000, loss: 0.9448 2022-11-03 00:25:10,157 - mmcls - INFO - Epoch [91][2400/5005] lr: 1.000e-04, eta: 1:49:13, time: 0.136, data_time: 0.000, loss: 0.9335 2022-11-03 00:25:23,726 - mmcls - INFO - Epoch [91][2500/5005] lr: 1.000e-04, eta: 1:49:00, time: 0.136, data_time: 0.000, loss: 0.9439 2022-11-03 00:25:37,259 - mmcls - INFO - Epoch [91][2600/5005] lr: 1.000e-04, eta: 1:48:46, time: 0.135, data_time: 0.000, loss: 0.9496 2022-11-03 00:25:50,795 - mmcls - INFO - Epoch [91][2700/5005] lr: 1.000e-04, eta: 1:48:32, time: 0.135, data_time: 0.000, loss: 0.9399 2022-11-03 00:26:04,434 - mmcls - INFO - Epoch [91][2800/5005] lr: 1.000e-04, eta: 1:48:18, time: 0.136, data_time: 0.001, loss: 0.9474 2022-11-03 00:26:17,849 - mmcls - INFO - Epoch [91][2900/5005] lr: 1.000e-04, eta: 1:48:05, time: 0.134, data_time: 0.000, loss: 0.9521 2022-11-03 00:26:31,308 - mmcls - INFO - Epoch [91][3000/5005] lr: 1.000e-04, eta: 1:47:51, time: 0.135, data_time: 0.000, loss: 0.9828 2022-11-03 00:26:44,815 - mmcls - INFO - Epoch [91][3100/5005] lr: 1.000e-04, eta: 1:47:37, time: 0.135, data_time: 0.000, loss: 0.9552 2022-11-03 00:26:58,211 - mmcls - INFO - Epoch [91][3200/5005] lr: 1.000e-04, eta: 1:47:23, time: 0.134, data_time: 0.000, loss: 0.9430 2022-11-03 00:27:11,737 - mmcls - INFO - Epoch [91][3300/5005] lr: 1.000e-04, eta: 1:47:09, time: 0.135, data_time: 0.000, loss: 0.9528 2022-11-03 00:27:25,331 - mmcls - INFO - Epoch [91][3400/5005] lr: 1.000e-04, eta: 1:46:56, time: 0.136, data_time: 0.000, loss: 0.9652 2022-11-03 00:27:38,915 - mmcls - INFO - Epoch [91][3500/5005] lr: 1.000e-04, eta: 1:46:42, time: 0.136, data_time: 0.000, loss: 0.9560 2022-11-03 00:27:52,432 - mmcls - INFO - Epoch [91][3600/5005] lr: 1.000e-04, eta: 1:46:28, time: 0.135, data_time: 0.000, loss: 0.9546 2022-11-03 00:28:05,944 - mmcls - INFO - Epoch [91][3700/5005] lr: 1.000e-04, eta: 1:46:14, time: 0.135, data_time: 0.000, loss: 0.9728 2022-11-03 00:28:19,299 - mmcls - INFO - Epoch [91][3800/5005] lr: 1.000e-04, eta: 1:46:01, time: 0.134, data_time: 0.000, loss: 0.9380 2022-11-03 00:28:32,753 - mmcls - INFO - Epoch [91][3900/5005] lr: 1.000e-04, eta: 1:45:47, time: 0.135, data_time: 0.000, loss: 0.9479 2022-11-03 00:28:46,456 - mmcls - INFO - Epoch [91][4000/5005] lr: 1.000e-04, eta: 1:45:33, time: 0.137, data_time: 0.000, loss: 0.9500 2022-11-03 00:28:59,986 - mmcls - INFO - Epoch [91][4100/5005] lr: 1.000e-04, eta: 1:45:19, time: 0.135, data_time: 0.000, loss: 0.9415 2022-11-03 00:29:13,659 - mmcls - INFO - Epoch [91][4200/5005] lr: 1.000e-04, eta: 1:45:05, time: 0.137, data_time: 0.000, loss: 0.9396 2022-11-03 00:29:27,268 - mmcls - INFO - Epoch [91][4300/5005] lr: 1.000e-04, eta: 1:44:52, time: 0.136, data_time: 0.000, loss: 0.9440 2022-11-03 00:29:40,732 - mmcls - INFO - Epoch [91][4400/5005] lr: 1.000e-04, eta: 1:44:38, time: 0.135, data_time: 0.000, loss: 0.9369 2022-11-03 00:29:54,141 - mmcls - INFO - Epoch [91][4500/5005] lr: 1.000e-04, eta: 1:44:24, time: 0.134, data_time: 0.000, loss: 0.9409 2022-11-03 00:30:07,715 - mmcls - INFO - Epoch [91][4600/5005] lr: 1.000e-04, eta: 1:44:10, time: 0.136, data_time: 0.000, loss: 0.9424 2022-11-03 00:30:21,288 - mmcls - INFO - Epoch [91][4700/5005] lr: 1.000e-04, eta: 1:43:57, time: 0.136, data_time: 0.000, loss: 0.9304 2022-11-03 00:30:34,681 - mmcls - INFO - Epoch [91][4800/5005] lr: 1.000e-04, eta: 1:43:43, time: 0.134, data_time: 0.000, loss: 0.9433 2022-11-03 00:30:48,282 - mmcls - INFO - Epoch [91][4900/5005] lr: 1.000e-04, eta: 1:43:29, time: 0.136, data_time: 0.000, loss: 0.9377 2022-11-03 00:31:01,995 - mmcls - INFO - Epoch [91][5000/5005] lr: 1.000e-04, eta: 1:43:15, time: 0.137, data_time: 0.000, loss: 0.9535 2022-11-03 00:31:02,683 - mmcls - INFO - Saving checkpoint at 91 epochs 2022-11-03 00:31:25,829 - mmcls - INFO - Epoch(val) [91][196] accuracy_top-1: 76.1620, accuracy_top-5: 93.1600 2022-11-03 00:31:41,516 - mmcls - INFO - Epoch [92][100/5005] lr: 1.000e-04, eta: 1:43:01, time: 0.157, data_time: 0.024, loss: 0.9389 2022-11-03 00:31:54,786 - mmcls - INFO - Epoch [92][200/5005] lr: 1.000e-04, eta: 1:42:47, time: 0.133, data_time: 0.000, loss: 0.9426 2022-11-03 00:32:08,238 - mmcls - INFO - Epoch [92][300/5005] lr: 1.000e-04, eta: 1:42:33, time: 0.135, data_time: 0.000, loss: 0.9265 2022-11-03 00:32:21,646 - mmcls - INFO - Epoch [92][400/5005] lr: 1.000e-04, eta: 1:42:20, time: 0.134, data_time: 0.000, loss: 0.9512 2022-11-03 00:32:35,141 - mmcls - INFO - Epoch [92][500/5005] lr: 1.000e-04, eta: 1:42:06, time: 0.135, data_time: 0.000, loss: 0.9409 2022-11-03 00:32:48,545 - mmcls - INFO - Epoch [92][600/5005] lr: 1.000e-04, eta: 1:41:52, time: 0.134, data_time: 0.000, loss: 0.9513 2022-11-03 00:33:02,130 - mmcls - INFO - Epoch [92][700/5005] lr: 1.000e-04, eta: 1:41:38, time: 0.136, data_time: 0.000, loss: 0.9360 2022-11-03 00:33:15,823 - mmcls - INFO - Epoch [92][800/5005] lr: 1.000e-04, eta: 1:41:24, time: 0.137, data_time: 0.000, loss: 0.9462 2022-11-03 00:33:29,470 - mmcls - INFO - Epoch [92][900/5005] lr: 1.000e-04, eta: 1:41:11, time: 0.136, data_time: 0.000, loss: 0.9394 2022-11-03 00:33:43,046 - mmcls - INFO - Epoch [92][1000/5005] lr: 1.000e-04, eta: 1:40:57, time: 0.136, data_time: 0.000, loss: 0.9409 2022-11-03 00:33:56,518 - mmcls - INFO - Epoch [92][1100/5005] lr: 1.000e-04, eta: 1:40:43, time: 0.135, data_time: 0.000, loss: 0.9348 2022-11-03 00:34:10,144 - mmcls - INFO - Epoch [92][1200/5005] lr: 1.000e-04, eta: 1:40:29, time: 0.136, data_time: 0.000, loss: 0.9475 2022-11-03 00:34:23,686 - mmcls - INFO - Epoch [92][1300/5005] lr: 1.000e-04, eta: 1:40:16, time: 0.135, data_time: 0.000, loss: 0.9454 2022-11-03 00:34:37,174 - mmcls - INFO - Epoch [92][1400/5005] lr: 1.000e-04, eta: 1:40:02, time: 0.135, data_time: 0.000, loss: 0.9345 2022-11-03 00:34:50,807 - mmcls - INFO - Epoch [92][1500/5005] lr: 1.000e-04, eta: 1:39:48, time: 0.136, data_time: 0.000, loss: 0.9253 2022-11-03 00:35:04,210 - mmcls - INFO - Epoch [92][1600/5005] lr: 1.000e-04, eta: 1:39:34, time: 0.134, data_time: 0.000, loss: 0.9532 2022-11-03 00:35:17,682 - mmcls - INFO - Epoch [92][1700/5005] lr: 1.000e-04, eta: 1:39:21, time: 0.135, data_time: 0.000, loss: 0.9372 2022-11-03 00:35:31,203 - mmcls - INFO - Epoch [92][1800/5005] lr: 1.000e-04, eta: 1:39:07, time: 0.135, data_time: 0.000, loss: 0.9349 2022-11-03 00:35:44,775 - mmcls - INFO - Epoch [92][1900/5005] lr: 1.000e-04, eta: 1:38:53, time: 0.136, data_time: 0.000, loss: 0.9375 2022-11-03 00:35:58,180 - mmcls - INFO - Epoch [92][2000/5005] lr: 1.000e-04, eta: 1:38:39, time: 0.134, data_time: 0.000, loss: 0.9355 2022-11-03 00:36:11,601 - mmcls - INFO - Epoch [92][2100/5005] lr: 1.000e-04, eta: 1:38:25, time: 0.134, data_time: 0.000, loss: 0.9402 2022-11-03 00:36:25,241 - mmcls - INFO - Epoch [92][2200/5005] lr: 1.000e-04, eta: 1:38:12, time: 0.136, data_time: 0.000, loss: 0.9477 2022-11-03 00:36:38,907 - mmcls - INFO - Epoch [92][2300/5005] lr: 1.000e-04, eta: 1:37:58, time: 0.137, data_time: 0.000, loss: 0.9543 2022-11-03 00:36:52,371 - mmcls - INFO - Epoch [92][2400/5005] lr: 1.000e-04, eta: 1:37:44, time: 0.135, data_time: 0.000, loss: 0.9352 2022-11-03 00:37:06,005 - mmcls - INFO - Epoch [92][2500/5005] lr: 1.000e-04, eta: 1:37:30, time: 0.136, data_time: 0.000, loss: 0.9618 2022-11-03 00:37:19,381 - mmcls - INFO - Epoch [92][2600/5005] lr: 1.000e-04, eta: 1:37:17, time: 0.134, data_time: 0.000, loss: 0.9314 2022-11-03 00:37:32,822 - mmcls - INFO - Epoch [92][2700/5005] lr: 1.000e-04, eta: 1:37:03, time: 0.134, data_time: 0.000, loss: 0.9343 2022-11-03 00:37:46,312 - mmcls - INFO - Epoch [92][2800/5005] lr: 1.000e-04, eta: 1:36:49, time: 0.135, data_time: 0.000, loss: 0.9437 2022-11-03 00:37:59,644 - mmcls - INFO - Epoch [92][2900/5005] lr: 1.000e-04, eta: 1:36:35, time: 0.133, data_time: 0.000, loss: 0.9694 2022-11-03 00:38:13,031 - mmcls - INFO - Epoch [92][3000/5005] lr: 1.000e-04, eta: 1:36:21, time: 0.134, data_time: 0.000, loss: 0.9307 2022-11-03 00:38:26,597 - mmcls - INFO - Epoch [92][3100/5005] lr: 1.000e-04, eta: 1:36:08, time: 0.136, data_time: 0.000, loss: 0.9499 2022-11-03 00:38:40,213 - mmcls - INFO - Epoch [92][3200/5005] lr: 1.000e-04, eta: 1:35:54, time: 0.136, data_time: 0.000, loss: 0.9465 2022-11-03 00:38:53,931 - mmcls - INFO - Epoch [92][3300/5005] lr: 1.000e-04, eta: 1:35:40, time: 0.137, data_time: 0.000, loss: 0.9402 2022-11-03 00:39:07,448 - mmcls - INFO - Epoch [92][3400/5005] lr: 1.000e-04, eta: 1:35:26, time: 0.135, data_time: 0.000, loss: 0.9587 2022-11-03 00:39:21,180 - mmcls - INFO - Epoch [92][3500/5005] lr: 1.000e-04, eta: 1:35:13, time: 0.137, data_time: 0.000, loss: 0.9287 2022-11-03 00:39:34,740 - mmcls - INFO - Epoch [92][3600/5005] lr: 1.000e-04, eta: 1:34:59, time: 0.136, data_time: 0.001, loss: 0.9353 2022-11-03 00:39:48,242 - mmcls - INFO - Epoch [92][3700/5005] lr: 1.000e-04, eta: 1:34:45, time: 0.135, data_time: 0.000, loss: 0.9379 2022-11-03 00:40:01,857 - mmcls - INFO - Epoch [92][3800/5005] lr: 1.000e-04, eta: 1:34:31, time: 0.136, data_time: 0.000, loss: 0.9470 2022-11-03 00:40:15,284 - mmcls - INFO - Epoch [92][3900/5005] lr: 1.000e-04, eta: 1:34:18, time: 0.134, data_time: 0.000, loss: 0.9444 2022-11-03 00:40:28,886 - mmcls - INFO - Epoch [92][4000/5005] lr: 1.000e-04, eta: 1:34:04, time: 0.136, data_time: 0.000, loss: 0.9425 2022-11-03 00:40:42,249 - mmcls - INFO - Epoch [92][4100/5005] lr: 1.000e-04, eta: 1:33:50, time: 0.134, data_time: 0.000, loss: 0.9380 2022-11-03 00:40:55,784 - mmcls - INFO - Epoch [92][4200/5005] lr: 1.000e-04, eta: 1:33:36, time: 0.135, data_time: 0.000, loss: 0.9417 2022-11-03 00:41:09,202 - mmcls - INFO - Epoch [92][4300/5005] lr: 1.000e-04, eta: 1:33:22, time: 0.134, data_time: 0.000, loss: 0.9258 2022-11-03 00:41:22,724 - mmcls - INFO - Epoch [92][4400/5005] lr: 1.000e-04, eta: 1:33:09, time: 0.135, data_time: 0.000, loss: 0.9411 2022-11-03 00:41:36,256 - mmcls - INFO - Epoch [92][4500/5005] lr: 1.000e-04, eta: 1:32:55, time: 0.135, data_time: 0.000, loss: 0.9551 2022-11-03 00:41:49,891 - mmcls - INFO - Epoch [92][4600/5005] lr: 1.000e-04, eta: 1:32:41, time: 0.136, data_time: 0.000, loss: 0.9232 2022-11-03 00:42:03,433 - mmcls - INFO - Epoch [92][4700/5005] lr: 1.000e-04, eta: 1:32:27, time: 0.135, data_time: 0.000, loss: 0.9434 2022-11-03 00:42:16,974 - mmcls - INFO - Epoch [92][4800/5005] lr: 1.000e-04, eta: 1:32:14, time: 0.135, data_time: 0.000, loss: 0.9256 2022-11-03 00:42:30,455 - mmcls - INFO - Epoch [92][4900/5005] lr: 1.000e-04, eta: 1:32:00, time: 0.135, data_time: 0.000, loss: 0.9407 2022-11-03 00:42:44,051 - mmcls - INFO - Epoch [92][5000/5005] lr: 1.000e-04, eta: 1:31:46, time: 0.136, data_time: 0.000, loss: 0.9493 2022-11-03 00:42:44,724 - mmcls - INFO - Saving checkpoint at 92 epochs 2022-11-03 00:43:08,160 - mmcls - INFO - Epoch(val) [92][196] accuracy_top-1: 76.2200, accuracy_top-5: 93.1240 2022-11-03 00:43:23,770 - mmcls - INFO - Epoch [93][100/5005] lr: 1.000e-04, eta: 1:31:32, time: 0.156, data_time: 0.024, loss: 0.9551 2022-11-03 00:43:37,334 - mmcls - INFO - Epoch [93][200/5005] lr: 1.000e-04, eta: 1:31:18, time: 0.136, data_time: 0.000, loss: 0.9370 2022-11-03 00:43:50,681 - mmcls - INFO - Epoch [93][300/5005] lr: 1.000e-04, eta: 1:31:04, time: 0.133, data_time: 0.000, loss: 0.9309 2022-11-03 00:44:04,185 - mmcls - INFO - Epoch [93][400/5005] lr: 1.000e-04, eta: 1:30:50, time: 0.135, data_time: 0.000, loss: 0.9411 2022-11-03 00:44:17,706 - mmcls - INFO - Epoch [93][500/5005] lr: 1.000e-04, eta: 1:30:37, time: 0.135, data_time: 0.000, loss: 0.9353 2022-11-03 00:44:31,088 - mmcls - INFO - Epoch [93][600/5005] lr: 1.000e-04, eta: 1:30:23, time: 0.134, data_time: 0.000, loss: 0.9387 2022-11-03 00:44:44,676 - mmcls - INFO - Epoch [93][700/5005] lr: 1.000e-04, eta: 1:30:09, time: 0.136, data_time: 0.000, loss: 0.9251 2022-11-03 00:44:58,324 - mmcls - INFO - Epoch [93][800/5005] lr: 1.000e-04, eta: 1:29:55, time: 0.136, data_time: 0.000, loss: 0.9347 2022-11-03 00:45:11,798 - mmcls - INFO - Epoch [93][900/5005] lr: 1.000e-04, eta: 1:29:42, time: 0.135, data_time: 0.000, loss: 0.9247 2022-11-03 00:45:25,367 - mmcls - INFO - Epoch [93][1000/5005] lr: 1.000e-04, eta: 1:29:28, time: 0.136, data_time: 0.000, loss: 0.9415 2022-11-03 00:45:38,884 - mmcls - INFO - Epoch [93][1100/5005] lr: 1.000e-04, eta: 1:29:14, time: 0.135, data_time: 0.000, loss: 0.9277 2022-11-03 00:45:52,496 - mmcls - INFO - Epoch [93][1200/5005] lr: 1.000e-04, eta: 1:29:00, time: 0.136, data_time: 0.000, loss: 0.9399 2022-11-03 00:46:05,925 - mmcls - INFO - Epoch [93][1300/5005] lr: 1.000e-04, eta: 1:28:46, time: 0.134, data_time: 0.000, loss: 0.9395 2022-11-03 00:46:19,335 - mmcls - INFO - Epoch [93][1400/5005] lr: 1.000e-04, eta: 1:28:33, time: 0.134, data_time: 0.000, loss: 0.9406 2022-11-03 00:46:32,886 - mmcls - INFO - Epoch [93][1500/5005] lr: 1.000e-04, eta: 1:28:19, time: 0.135, data_time: 0.001, loss: 0.9444 2022-11-03 00:46:46,597 - mmcls - INFO - Epoch [93][1600/5005] lr: 1.000e-04, eta: 1:28:05, time: 0.137, data_time: 0.001, loss: 0.9335 2022-11-03 00:47:00,100 - mmcls - INFO - Epoch [93][1700/5005] lr: 1.000e-04, eta: 1:27:51, time: 0.135, data_time: 0.000, loss: 0.9254 2022-11-03 00:47:13,645 - mmcls - INFO - Epoch [93][1800/5005] lr: 1.000e-04, eta: 1:27:38, time: 0.135, data_time: 0.000, loss: 0.9281 2022-11-03 00:47:27,083 - mmcls - INFO - Epoch [93][1900/5005] lr: 1.000e-04, eta: 1:27:24, time: 0.134, data_time: 0.000, loss: 0.9515 2022-11-03 00:47:40,612 - mmcls - INFO - Epoch [93][2000/5005] lr: 1.000e-04, eta: 1:27:10, time: 0.135, data_time: 0.000, loss: 0.9261 2022-11-03 00:47:54,169 - mmcls - INFO - Epoch [93][2100/5005] lr: 1.000e-04, eta: 1:26:56, time: 0.136, data_time: 0.000, loss: 0.9609 2022-11-03 00:48:07,703 - mmcls - INFO - Epoch [93][2200/5005] lr: 1.000e-04, eta: 1:26:43, time: 0.135, data_time: 0.000, loss: 0.9336 2022-11-03 00:48:21,120 - mmcls - INFO - Epoch [93][2300/5005] lr: 1.000e-04, eta: 1:26:29, time: 0.134, data_time: 0.000, loss: 0.9284 2022-11-03 00:48:34,734 - mmcls - INFO - Epoch [93][2400/5005] lr: 1.000e-04, eta: 1:26:15, time: 0.136, data_time: 0.000, loss: 0.9320 2022-11-03 00:48:48,241 - mmcls - INFO - Epoch [93][2500/5005] lr: 1.000e-04, eta: 1:26:01, time: 0.135, data_time: 0.000, loss: 0.9589 2022-11-03 00:49:01,662 - mmcls - INFO - Epoch [93][2600/5005] lr: 1.000e-04, eta: 1:25:47, time: 0.134, data_time: 0.000, loss: 0.9297 2022-11-03 00:49:15,042 - mmcls - INFO - Epoch [93][2700/5005] lr: 1.000e-04, eta: 1:25:34, time: 0.134, data_time: 0.000, loss: 0.9420 2022-11-03 00:49:28,607 - mmcls - INFO - Epoch [93][2800/5005] lr: 1.000e-04, eta: 1:25:20, time: 0.136, data_time: 0.000, loss: 0.9632 2022-11-03 00:49:41,971 - mmcls - INFO - Epoch [93][2900/5005] lr: 1.000e-04, eta: 1:25:06, time: 0.134, data_time: 0.000, loss: 0.9074 2022-11-03 00:49:55,637 - mmcls - INFO - Epoch [93][3000/5005] lr: 1.000e-04, eta: 1:24:52, time: 0.137, data_time: 0.000, loss: 0.9426 2022-11-03 00:50:09,216 - mmcls - INFO - Epoch [93][3100/5005] lr: 1.000e-04, eta: 1:24:39, time: 0.136, data_time: 0.000, loss: 0.9334 2022-11-03 00:50:22,513 - mmcls - INFO - Epoch [93][3200/5005] lr: 1.000e-04, eta: 1:24:25, time: 0.133, data_time: 0.000, loss: 0.9347 2022-11-03 00:50:36,172 - mmcls - INFO - Epoch [93][3300/5005] lr: 1.000e-04, eta: 1:24:11, time: 0.137, data_time: 0.000, loss: 0.9558 2022-11-03 00:50:49,645 - mmcls - INFO - Epoch [93][3400/5005] lr: 1.000e-04, eta: 1:23:57, time: 0.135, data_time: 0.000, loss: 0.9578 2022-11-03 00:51:03,050 - mmcls - INFO - Epoch [93][3500/5005] lr: 1.000e-04, eta: 1:23:44, time: 0.134, data_time: 0.000, loss: 0.9530 2022-11-03 00:51:16,557 - mmcls - INFO - Epoch [93][3600/5005] lr: 1.000e-04, eta: 1:23:30, time: 0.135, data_time: 0.000, loss: 0.9250 2022-11-03 00:51:30,074 - mmcls - INFO - Epoch [93][3700/5005] lr: 1.000e-04, eta: 1:23:16, time: 0.135, data_time: 0.000, loss: 0.9315 2022-11-03 00:51:43,440 - mmcls - INFO - Epoch [93][3800/5005] lr: 1.000e-04, eta: 1:23:02, time: 0.134, data_time: 0.000, loss: 0.9365 2022-11-03 00:51:56,784 - mmcls - INFO - Epoch [93][3900/5005] lr: 1.000e-04, eta: 1:22:48, time: 0.133, data_time: 0.000, loss: 0.9394 2022-11-03 00:52:10,423 - mmcls - INFO - Epoch [93][4000/5005] lr: 1.000e-04, eta: 1:22:35, time: 0.136, data_time: 0.000, loss: 0.9085 2022-11-03 00:52:23,915 - mmcls - INFO - Epoch [93][4100/5005] lr: 1.000e-04, eta: 1:22:21, time: 0.135, data_time: 0.000, loss: 0.9415 2022-11-03 00:52:37,428 - mmcls - INFO - Epoch [93][4200/5005] lr: 1.000e-04, eta: 1:22:07, time: 0.135, data_time: 0.000, loss: 0.9360 2022-11-03 00:52:50,925 - mmcls - INFO - Epoch [93][4300/5005] lr: 1.000e-04, eta: 1:21:53, time: 0.135, data_time: 0.000, loss: 0.9410 2022-11-03 00:53:04,563 - mmcls - INFO - Epoch [93][4400/5005] lr: 1.000e-04, eta: 1:21:40, time: 0.136, data_time: 0.000, loss: 0.9450 2022-11-03 00:53:18,003 - mmcls - INFO - Epoch [93][4500/5005] lr: 1.000e-04, eta: 1:21:26, time: 0.134, data_time: 0.000, loss: 0.9332 2022-11-03 00:53:31,422 - mmcls - INFO - Epoch [93][4600/5005] lr: 1.000e-04, eta: 1:21:12, time: 0.134, data_time: 0.000, loss: 0.9212 2022-11-03 00:53:44,955 - mmcls - INFO - Epoch [93][4700/5005] lr: 1.000e-04, eta: 1:20:58, time: 0.135, data_time: 0.000, loss: 0.9461 2022-11-03 00:53:58,374 - mmcls - INFO - Epoch [93][4800/5005] lr: 1.000e-04, eta: 1:20:45, time: 0.134, data_time: 0.000, loss: 0.9306 2022-11-03 00:54:11,871 - mmcls - INFO - Epoch [93][4900/5005] lr: 1.000e-04, eta: 1:20:31, time: 0.135, data_time: 0.000, loss: 0.9314 2022-11-03 00:54:25,272 - mmcls - INFO - Epoch [93][5000/5005] lr: 1.000e-04, eta: 1:20:17, time: 0.134, data_time: 0.000, loss: 0.9408 2022-11-03 00:54:25,932 - mmcls - INFO - Saving checkpoint at 93 epochs 2022-11-03 00:54:49,074 - mmcls - INFO - Epoch(val) [93][196] accuracy_top-1: 76.1600, accuracy_top-5: 93.2340 2022-11-03 00:55:04,717 - mmcls - INFO - Epoch [94][100/5005] lr: 1.000e-04, eta: 1:20:03, time: 0.156, data_time: 0.024, loss: 0.9115 2022-11-03 00:55:18,158 - mmcls - INFO - Epoch [94][200/5005] lr: 1.000e-04, eta: 1:19:49, time: 0.134, data_time: 0.000, loss: 0.9482 2022-11-03 00:55:31,539 - mmcls - INFO - Epoch [94][300/5005] lr: 1.000e-04, eta: 1:19:35, time: 0.134, data_time: 0.000, loss: 0.9343 2022-11-03 00:55:44,787 - mmcls - INFO - Epoch [94][400/5005] lr: 1.000e-04, eta: 1:19:21, time: 0.132, data_time: 0.000, loss: 0.9239 2022-11-03 00:55:58,316 - mmcls - INFO - Epoch [94][500/5005] lr: 1.000e-04, eta: 1:19:08, time: 0.135, data_time: 0.000, loss: 0.9165 2022-11-03 00:56:11,835 - mmcls - INFO - Epoch [94][600/5005] lr: 1.000e-04, eta: 1:18:54, time: 0.135, data_time: 0.000, loss: 0.9415 2022-11-03 00:56:25,282 - mmcls - INFO - Epoch [94][700/5005] lr: 1.000e-04, eta: 1:18:40, time: 0.134, data_time: 0.000, loss: 0.9482 2022-11-03 00:56:38,903 - mmcls - INFO - Epoch [94][800/5005] lr: 1.000e-04, eta: 1:18:26, time: 0.136, data_time: 0.000, loss: 0.9433 2022-11-03 00:56:52,171 - mmcls - INFO - Epoch [94][900/5005] lr: 1.000e-04, eta: 1:18:12, time: 0.133, data_time: 0.000, loss: 0.9287 2022-11-03 00:57:05,668 - mmcls - INFO - Epoch [94][1000/5005] lr: 1.000e-04, eta: 1:17:59, time: 0.135, data_time: 0.000, loss: 0.9202 2022-11-03 00:57:19,255 - mmcls - INFO - Epoch [94][1100/5005] lr: 1.000e-04, eta: 1:17:45, time: 0.136, data_time: 0.000, loss: 0.9312 2022-11-03 00:57:32,847 - mmcls - INFO - Epoch [94][1200/5005] lr: 1.000e-04, eta: 1:17:31, time: 0.136, data_time: 0.000, loss: 0.9403 2022-11-03 00:57:46,388 - mmcls - INFO - Epoch [94][1300/5005] lr: 1.000e-04, eta: 1:17:17, time: 0.135, data_time: 0.000, loss: 0.9377 2022-11-03 00:58:00,040 - mmcls - INFO - Epoch [94][1400/5005] lr: 1.000e-04, eta: 1:17:04, time: 0.137, data_time: 0.000, loss: 0.9303 2022-11-03 00:58:13,631 - mmcls - INFO - Epoch [94][1500/5005] lr: 1.000e-04, eta: 1:16:50, time: 0.136, data_time: 0.000, loss: 0.9254 2022-11-03 00:58:27,083 - mmcls - INFO - Epoch [94][1600/5005] lr: 1.000e-04, eta: 1:16:36, time: 0.135, data_time: 0.000, loss: 0.9294 2022-11-03 00:58:40,624 - mmcls - INFO - Epoch [94][1700/5005] lr: 1.000e-04, eta: 1:16:22, time: 0.135, data_time: 0.000, loss: 0.9304 2022-11-03 00:58:54,211 - mmcls - INFO - Epoch [94][1800/5005] lr: 1.000e-04, eta: 1:16:09, time: 0.136, data_time: 0.000, loss: 0.9394 2022-11-03 00:59:07,669 - mmcls - INFO - Epoch [94][1900/5005] lr: 1.000e-04, eta: 1:15:55, time: 0.135, data_time: 0.000, loss: 0.9330 2022-11-03 00:59:21,324 - mmcls - INFO - Epoch [94][2000/5005] lr: 1.000e-04, eta: 1:15:41, time: 0.137, data_time: 0.000, loss: 0.9402 2022-11-03 00:59:34,892 - mmcls - INFO - Epoch [94][2100/5005] lr: 1.000e-04, eta: 1:15:27, time: 0.136, data_time: 0.000, loss: 0.9460 2022-11-03 00:59:48,638 - mmcls - INFO - Epoch [94][2200/5005] lr: 1.000e-04, eta: 1:15:14, time: 0.137, data_time: 0.000, loss: 0.9301 2022-11-03 01:00:02,148 - mmcls - INFO - Epoch [94][2300/5005] lr: 1.000e-04, eta: 1:15:00, time: 0.135, data_time: 0.000, loss: 0.9387 2022-11-03 01:00:15,704 - mmcls - INFO - Epoch [94][2400/5005] lr: 1.000e-04, eta: 1:14:46, time: 0.136, data_time: 0.000, loss: 0.9370 2022-11-03 01:00:29,299 - mmcls - INFO - Epoch [94][2500/5005] lr: 1.000e-04, eta: 1:14:32, time: 0.136, data_time: 0.000, loss: 0.9342 2022-11-03 01:00:42,875 - mmcls - INFO - Epoch [94][2600/5005] lr: 1.000e-04, eta: 1:14:19, time: 0.136, data_time: 0.000, loss: 0.9454 2022-11-03 01:00:56,442 - mmcls - INFO - Epoch [94][2700/5005] lr: 1.000e-04, eta: 1:14:05, time: 0.136, data_time: 0.000, loss: 0.9426 2022-11-03 01:01:09,932 - mmcls - INFO - Epoch [94][2800/5005] lr: 1.000e-04, eta: 1:13:51, time: 0.135, data_time: 0.000, loss: 0.9204 2022-11-03 01:01:23,581 - mmcls - INFO - Epoch [94][2900/5005] lr: 1.000e-04, eta: 1:13:37, time: 0.136, data_time: 0.000, loss: 0.9493 2022-11-03 01:01:36,894 - mmcls - INFO - Epoch [94][3000/5005] lr: 1.000e-04, eta: 1:13:23, time: 0.133, data_time: 0.000, loss: 0.9514 2022-11-03 01:01:50,464 - mmcls - INFO - Epoch [94][3100/5005] lr: 1.000e-04, eta: 1:13:10, time: 0.136, data_time: 0.000, loss: 0.9405 2022-11-03 01:02:04,026 - mmcls - INFO - Epoch [94][3200/5005] lr: 1.000e-04, eta: 1:12:56, time: 0.136, data_time: 0.000, loss: 0.9381 2022-11-03 01:02:17,544 - mmcls - INFO - Epoch [94][3300/5005] lr: 1.000e-04, eta: 1:12:42, time: 0.135, data_time: 0.000, loss: 0.9421 2022-11-03 01:02:31,109 - mmcls - INFO - Epoch [94][3400/5005] lr: 1.000e-04, eta: 1:12:28, time: 0.136, data_time: 0.000, loss: 0.9310 2022-11-03 01:02:44,649 - mmcls - INFO - Epoch [94][3500/5005] lr: 1.000e-04, eta: 1:12:15, time: 0.135, data_time: 0.000, loss: 0.9514 2022-11-03 01:02:58,324 - mmcls - INFO - Epoch [94][3600/5005] lr: 1.000e-04, eta: 1:12:01, time: 0.137, data_time: 0.000, loss: 0.9291 2022-11-03 01:03:11,741 - mmcls - INFO - Epoch [94][3700/5005] lr: 1.000e-04, eta: 1:11:47, time: 0.134, data_time: 0.000, loss: 0.9415 2022-11-03 01:03:25,471 - mmcls - INFO - Epoch [94][3800/5005] lr: 1.000e-04, eta: 1:11:33, time: 0.137, data_time: 0.000, loss: 0.9355 2022-11-03 01:03:38,897 - mmcls - INFO - Epoch [94][3900/5005] lr: 1.000e-04, eta: 1:11:20, time: 0.134, data_time: 0.000, loss: 0.9599 2022-11-03 01:03:52,564 - mmcls - INFO - Epoch [94][4000/5005] lr: 1.000e-04, eta: 1:11:06, time: 0.137, data_time: 0.000, loss: 0.9315 2022-11-03 01:04:06,189 - mmcls - INFO - Epoch [94][4100/5005] lr: 1.000e-04, eta: 1:10:52, time: 0.136, data_time: 0.000, loss: 0.9395 2022-11-03 01:04:19,717 - mmcls - INFO - Epoch [94][4200/5005] lr: 1.000e-04, eta: 1:10:38, time: 0.135, data_time: 0.000, loss: 0.9287 2022-11-03 01:04:33,184 - mmcls - INFO - Epoch [94][4300/5005] lr: 1.000e-04, eta: 1:10:25, time: 0.135, data_time: 0.000, loss: 0.9373 2022-11-03 01:04:46,589 - mmcls - INFO - Epoch [94][4400/5005] lr: 1.000e-04, eta: 1:10:11, time: 0.134, data_time: 0.000, loss: 0.9257 2022-11-03 01:05:00,088 - mmcls - INFO - Epoch [94][4500/5005] lr: 1.000e-04, eta: 1:09:57, time: 0.135, data_time: 0.000, loss: 0.9376 2022-11-03 01:05:13,552 - mmcls - INFO - Epoch [94][4600/5005] lr: 1.000e-04, eta: 1:09:43, time: 0.135, data_time: 0.000, loss: 0.9345 2022-11-03 01:05:27,131 - mmcls - INFO - Epoch [94][4700/5005] lr: 1.000e-04, eta: 1:09:30, time: 0.136, data_time: 0.000, loss: 0.9418 2022-11-03 01:05:40,745 - mmcls - INFO - Epoch [94][4800/5005] lr: 1.000e-04, eta: 1:09:16, time: 0.136, data_time: 0.000, loss: 0.9376 2022-11-03 01:05:54,134 - mmcls - INFO - Epoch [94][4900/5005] lr: 1.000e-04, eta: 1:09:02, time: 0.134, data_time: 0.000, loss: 0.9483 2022-11-03 01:06:07,718 - mmcls - INFO - Epoch [94][5000/5005] lr: 1.000e-04, eta: 1:08:48, time: 0.136, data_time: 0.000, loss: 0.9303 2022-11-03 01:06:08,359 - mmcls - INFO - Saving checkpoint at 94 epochs 2022-11-03 01:06:31,631 - mmcls - INFO - Epoch(val) [94][196] accuracy_top-1: 76.3480, accuracy_top-5: 93.1540 2022-11-03 01:06:47,144 - mmcls - INFO - Epoch [95][100/5005] lr: 1.000e-04, eta: 1:08:34, time: 0.155, data_time: 0.024, loss: 0.9289 2022-11-03 01:07:00,422 - mmcls - INFO - Epoch [95][200/5005] lr: 1.000e-04, eta: 1:08:20, time: 0.133, data_time: 0.000, loss: 0.9085 2022-11-03 01:07:14,095 - mmcls - INFO - Epoch [95][300/5005] lr: 1.000e-04, eta: 1:08:06, time: 0.137, data_time: 0.000, loss: 0.9181 2022-11-03 01:07:27,506 - mmcls - INFO - Epoch [95][400/5005] lr: 1.000e-04, eta: 1:07:53, time: 0.134, data_time: 0.000, loss: 0.9316 2022-11-03 01:07:40,876 - mmcls - INFO - Epoch [95][500/5005] lr: 1.000e-04, eta: 1:07:39, time: 0.134, data_time: 0.000, loss: 0.9502 2022-11-03 01:07:54,330 - mmcls - INFO - Epoch [95][600/5005] lr: 1.000e-04, eta: 1:07:25, time: 0.135, data_time: 0.000, loss: 0.9371 2022-11-03 01:08:07,884 - mmcls - INFO - Epoch [95][700/5005] lr: 1.000e-04, eta: 1:07:11, time: 0.136, data_time: 0.000, loss: 0.9345 2022-11-03 01:08:21,372 - mmcls - INFO - Epoch [95][800/5005] lr: 1.000e-04, eta: 1:06:58, time: 0.135, data_time: 0.000, loss: 0.9402 2022-11-03 01:08:34,717 - mmcls - INFO - Epoch [95][900/5005] lr: 1.000e-04, eta: 1:06:44, time: 0.133, data_time: 0.000, loss: 0.9301 2022-11-03 01:08:48,164 - mmcls - INFO - Epoch [95][1000/5005] lr: 1.000e-04, eta: 1:06:30, time: 0.134, data_time: 0.000, loss: 0.9406 2022-11-03 01:09:01,730 - mmcls - INFO - Epoch [95][1100/5005] lr: 1.000e-04, eta: 1:06:16, time: 0.136, data_time: 0.000, loss: 0.9406 2022-11-03 01:09:15,259 - mmcls - INFO - Epoch [95][1200/5005] lr: 1.000e-04, eta: 1:06:02, time: 0.135, data_time: 0.000, loss: 0.9244 2022-11-03 01:09:28,732 - mmcls - INFO - Epoch [95][1300/5005] lr: 1.000e-04, eta: 1:05:49, time: 0.135, data_time: 0.000, loss: 0.9390 2022-11-03 01:09:42,270 - mmcls - INFO - Epoch [95][1400/5005] lr: 1.000e-04, eta: 1:05:35, time: 0.135, data_time: 0.000, loss: 0.9319 2022-11-03 01:09:55,715 - mmcls - INFO - Epoch [95][1500/5005] lr: 1.000e-04, eta: 1:05:21, time: 0.134, data_time: 0.000, loss: 0.9256 2022-11-03 01:10:09,308 - mmcls - INFO - Epoch [95][1600/5005] lr: 1.000e-04, eta: 1:05:07, time: 0.136, data_time: 0.000, loss: 0.9231 2022-11-03 01:10:22,684 - mmcls - INFO - Epoch [95][1700/5005] lr: 1.000e-04, eta: 1:04:54, time: 0.134, data_time: 0.000, loss: 0.9400 2022-11-03 01:10:36,142 - mmcls - INFO - Epoch [95][1800/5005] lr: 1.000e-04, eta: 1:04:40, time: 0.135, data_time: 0.000, loss: 0.9329 2022-11-03 01:10:49,695 - mmcls - INFO - Epoch [95][1900/5005] lr: 1.000e-04, eta: 1:04:26, time: 0.136, data_time: 0.000, loss: 0.9314 2022-11-03 01:11:03,374 - mmcls - INFO - Epoch [95][2000/5005] lr: 1.000e-04, eta: 1:04:12, time: 0.137, data_time: 0.000, loss: 0.9512 2022-11-03 01:11:17,022 - mmcls - INFO - Epoch [95][2100/5005] lr: 1.000e-04, eta: 1:03:59, time: 0.136, data_time: 0.000, loss: 0.9322 2022-11-03 01:11:30,524 - mmcls - INFO - Epoch [95][2200/5005] lr: 1.000e-04, eta: 1:03:45, time: 0.135, data_time: 0.000, loss: 0.9273 2022-11-03 01:11:44,207 - mmcls - INFO - Epoch [95][2300/5005] lr: 1.000e-04, eta: 1:03:31, time: 0.137, data_time: 0.000, loss: 0.9449 2022-11-03 01:11:57,621 - mmcls - INFO - Epoch [95][2400/5005] lr: 1.000e-04, eta: 1:03:17, time: 0.134, data_time: 0.000, loss: 0.9486 2022-11-03 01:12:11,147 - mmcls - INFO - Epoch [95][2500/5005] lr: 1.000e-04, eta: 1:03:04, time: 0.135, data_time: 0.000, loss: 0.9249 2022-11-03 01:12:24,744 - mmcls - INFO - Epoch [95][2600/5005] lr: 1.000e-04, eta: 1:02:50, time: 0.136, data_time: 0.000, loss: 0.9397 2022-11-03 01:12:38,277 - mmcls - INFO - Epoch [95][2700/5005] lr: 1.000e-04, eta: 1:02:36, time: 0.135, data_time: 0.000, loss: 0.9384 2022-11-03 01:12:51,651 - mmcls - INFO - Epoch [95][2800/5005] lr: 1.000e-04, eta: 1:02:22, time: 0.134, data_time: 0.000, loss: 0.9447 2022-11-03 01:13:05,316 - mmcls - INFO - Epoch [95][2900/5005] lr: 1.000e-04, eta: 1:02:09, time: 0.137, data_time: 0.000, loss: 0.9354 2022-11-03 01:13:18,929 - mmcls - INFO - Epoch [95][3000/5005] lr: 1.000e-04, eta: 1:01:55, time: 0.136, data_time: 0.000, loss: 0.9284 2022-11-03 01:13:32,490 - mmcls - INFO - Epoch [95][3100/5005] lr: 1.000e-04, eta: 1:01:41, time: 0.136, data_time: 0.000, loss: 0.9338 2022-11-03 01:13:46,037 - mmcls - INFO - Epoch [95][3200/5005] lr: 1.000e-04, eta: 1:01:27, time: 0.135, data_time: 0.000, loss: 0.9178 2022-11-03 01:13:59,568 - mmcls - INFO - Epoch [95][3300/5005] lr: 1.000e-04, eta: 1:01:14, time: 0.135, data_time: 0.000, loss: 0.9305 2022-11-03 01:14:13,037 - mmcls - INFO - Epoch [95][3400/5005] lr: 1.000e-04, eta: 1:01:00, time: 0.135, data_time: 0.000, loss: 0.9336 2022-11-03 01:14:26,534 - mmcls - INFO - Epoch [95][3500/5005] lr: 1.000e-04, eta: 1:00:46, time: 0.135, data_time: 0.000, loss: 0.9213 2022-11-03 01:14:40,112 - mmcls - INFO - Epoch [95][3600/5005] lr: 1.000e-04, eta: 1:00:32, time: 0.136, data_time: 0.000, loss: 0.9482 2022-11-03 01:14:53,789 - mmcls - INFO - Epoch [95][3700/5005] lr: 1.000e-04, eta: 1:00:19, time: 0.137, data_time: 0.000, loss: 0.9376 2022-11-03 01:15:07,327 - mmcls - INFO - Epoch [95][3800/5005] lr: 1.000e-04, eta: 1:00:05, time: 0.135, data_time: 0.001, loss: 0.9265 2022-11-03 01:15:20,705 - mmcls - INFO - Epoch [95][3900/5005] lr: 1.000e-04, eta: 0:59:51, time: 0.134, data_time: 0.000, loss: 0.9374 2022-11-03 01:15:34,286 - mmcls - INFO - Epoch [95][4000/5005] lr: 1.000e-04, eta: 0:59:37, time: 0.136, data_time: 0.000, loss: 0.9363 2022-11-03 01:15:47,773 - mmcls - INFO - Epoch [95][4100/5005] lr: 1.000e-04, eta: 0:59:24, time: 0.135, data_time: 0.000, loss: 0.9401 2022-11-03 01:16:01,389 - mmcls - INFO - Epoch [95][4200/5005] lr: 1.000e-04, eta: 0:59:10, time: 0.136, data_time: 0.000, loss: 0.9408 2022-11-03 01:16:14,843 - mmcls - INFO - Epoch [95][4300/5005] lr: 1.000e-04, eta: 0:58:56, time: 0.135, data_time: 0.000, loss: 0.9378 2022-11-03 01:16:28,317 - mmcls - INFO - Epoch [95][4400/5005] lr: 1.000e-04, eta: 0:58:42, time: 0.135, data_time: 0.000, loss: 0.9377 2022-11-03 01:16:41,749 - mmcls - INFO - Epoch [95][4500/5005] lr: 1.000e-04, eta: 0:58:28, time: 0.134, data_time: 0.000, loss: 0.9297 2022-11-03 01:16:55,316 - mmcls - INFO - Epoch [95][4600/5005] lr: 1.000e-04, eta: 0:58:15, time: 0.136, data_time: 0.000, loss: 0.9383 2022-11-03 01:17:08,990 - mmcls - INFO - Epoch [95][4700/5005] lr: 1.000e-04, eta: 0:58:01, time: 0.137, data_time: 0.000, loss: 0.9208 2022-11-03 01:17:22,397 - mmcls - INFO - Epoch [95][4800/5005] lr: 1.000e-04, eta: 0:57:47, time: 0.134, data_time: 0.000, loss: 0.9250 2022-11-03 01:17:35,941 - mmcls - INFO - Epoch [95][4900/5005] lr: 1.000e-04, eta: 0:57:33, time: 0.135, data_time: 0.000, loss: 0.9250 2022-11-03 01:17:49,606 - mmcls - INFO - Epoch [95][5000/5005] lr: 1.000e-04, eta: 0:57:20, time: 0.137, data_time: 0.002, loss: 0.9564 2022-11-03 01:17:50,236 - mmcls - INFO - Saving checkpoint at 95 epochs 2022-11-03 01:18:13,297 - mmcls - INFO - Epoch(val) [95][196] accuracy_top-1: 76.4200, accuracy_top-5: 93.2260 2022-11-03 01:18:28,871 - mmcls - INFO - Epoch [96][100/5005] lr: 1.000e-04, eta: 0:57:05, time: 0.156, data_time: 0.024, loss: 0.9291 2022-11-03 01:18:42,155 - mmcls - INFO - Epoch [96][200/5005] lr: 1.000e-04, eta: 0:56:52, time: 0.133, data_time: 0.000, loss: 0.9153 2022-11-03 01:18:55,528 - mmcls - INFO - Epoch [96][300/5005] lr: 1.000e-04, eta: 0:56:38, time: 0.134, data_time: 0.000, loss: 0.9247 2022-11-03 01:19:08,936 - mmcls - INFO - Epoch [96][400/5005] lr: 1.000e-04, eta: 0:56:24, time: 0.134, data_time: 0.000, loss: 0.9175 2022-11-03 01:19:22,216 - mmcls - INFO - Epoch [96][500/5005] lr: 1.000e-04, eta: 0:56:10, time: 0.133, data_time: 0.000, loss: 0.9466 2022-11-03 01:19:35,765 - mmcls - INFO - Epoch [96][600/5005] lr: 1.000e-04, eta: 0:55:57, time: 0.135, data_time: 0.000, loss: 0.9241 2022-11-03 01:19:49,197 - mmcls - INFO - Epoch [96][700/5005] lr: 1.000e-04, eta: 0:55:43, time: 0.134, data_time: 0.000, loss: 0.9337 2022-11-03 01:20:02,756 - mmcls - INFO - Epoch [96][800/5005] lr: 1.000e-04, eta: 0:55:29, time: 0.136, data_time: 0.000, loss: 0.9458 2022-11-03 01:20:16,169 - mmcls - INFO - Epoch [96][900/5005] lr: 1.000e-04, eta: 0:55:15, time: 0.134, data_time: 0.000, loss: 0.9226 2022-11-03 01:20:29,911 - mmcls - INFO - Epoch [96][1000/5005] lr: 1.000e-04, eta: 0:55:02, time: 0.137, data_time: 0.000, loss: 0.9221 2022-11-03 01:20:43,443 - mmcls - INFO - Epoch [96][1100/5005] lr: 1.000e-04, eta: 0:54:48, time: 0.135, data_time: 0.000, loss: 0.9181 2022-11-03 01:20:56,948 - mmcls - INFO - Epoch [96][1200/5005] lr: 1.000e-04, eta: 0:54:34, time: 0.135, data_time: 0.000, loss: 0.9393 2022-11-03 01:21:10,549 - mmcls - INFO - Epoch [96][1300/5005] lr: 1.000e-04, eta: 0:54:20, time: 0.136, data_time: 0.000, loss: 0.9453 2022-11-03 01:21:24,089 - mmcls - INFO - Epoch [96][1400/5005] lr: 1.000e-04, eta: 0:54:06, time: 0.135, data_time: 0.000, loss: 0.9476 2022-11-03 01:21:37,808 - mmcls - INFO - Epoch [96][1500/5005] lr: 1.000e-04, eta: 0:53:53, time: 0.137, data_time: 0.000, loss: 0.9478 2022-11-03 01:21:51,370 - mmcls - INFO - Epoch [96][1600/5005] lr: 1.000e-04, eta: 0:53:39, time: 0.136, data_time: 0.000, loss: 0.9165 2022-11-03 01:22:04,987 - mmcls - INFO - Epoch [96][1700/5005] lr: 1.000e-04, eta: 0:53:25, time: 0.136, data_time: 0.000, loss: 0.9177 2022-11-03 01:22:18,605 - mmcls - INFO - Epoch [96][1800/5005] lr: 1.000e-04, eta: 0:53:11, time: 0.136, data_time: 0.000, loss: 0.9205 2022-11-03 01:22:32,035 - mmcls - INFO - Epoch [96][1900/5005] lr: 1.000e-04, eta: 0:52:58, time: 0.134, data_time: 0.000, loss: 0.9334 2022-11-03 01:22:45,573 - mmcls - INFO - Epoch [96][2000/5005] lr: 1.000e-04, eta: 0:52:44, time: 0.135, data_time: 0.000, loss: 0.9409 2022-11-03 01:22:59,143 - mmcls - INFO - Epoch [96][2100/5005] lr: 1.000e-04, eta: 0:52:30, time: 0.136, data_time: 0.000, loss: 0.9280 2022-11-03 01:23:12,638 - mmcls - INFO - Epoch [96][2200/5005] lr: 1.000e-04, eta: 0:52:16, time: 0.135, data_time: 0.000, loss: 0.9455 2022-11-03 01:23:26,116 - mmcls - INFO - Epoch [96][2300/5005] lr: 1.000e-04, eta: 0:52:03, time: 0.135, data_time: 0.000, loss: 0.9423 2022-11-03 01:23:39,912 - mmcls - INFO - Epoch [96][2400/5005] lr: 1.000e-04, eta: 0:51:49, time: 0.138, data_time: 0.000, loss: 0.9213 2022-11-03 01:23:53,449 - mmcls - INFO - Epoch [96][2500/5005] lr: 1.000e-04, eta: 0:51:35, time: 0.135, data_time: 0.000, loss: 0.9291 2022-11-03 01:24:06,991 - mmcls - INFO - Epoch [96][2600/5005] lr: 1.000e-04, eta: 0:51:21, time: 0.135, data_time: 0.000, loss: 0.9228 2022-11-03 01:24:20,753 - mmcls - INFO - Epoch [96][2700/5005] lr: 1.000e-04, eta: 0:51:08, time: 0.138, data_time: 0.000, loss: 0.9297 2022-11-03 01:24:34,394 - mmcls - INFO - Epoch [96][2800/5005] lr: 1.000e-04, eta: 0:50:54, time: 0.136, data_time: 0.000, loss: 0.9393 2022-11-03 01:24:47,901 - mmcls - INFO - Epoch [96][2900/5005] lr: 1.000e-04, eta: 0:50:40, time: 0.135, data_time: 0.000, loss: 0.9280 2022-11-03 01:25:01,662 - mmcls - INFO - Epoch [96][3000/5005] lr: 1.000e-04, eta: 0:50:26, time: 0.138, data_time: 0.000, loss: 0.9240 2022-11-03 01:25:15,195 - mmcls - INFO - Epoch [96][3100/5005] lr: 1.000e-04, eta: 0:50:13, time: 0.135, data_time: 0.000, loss: 0.9241 2022-11-03 01:25:28,686 - mmcls - INFO - Epoch [96][3200/5005] lr: 1.000e-04, eta: 0:49:59, time: 0.135, data_time: 0.000, loss: 0.9195 2022-11-03 01:25:42,069 - mmcls - INFO - Epoch [96][3300/5005] lr: 1.000e-04, eta: 0:49:45, time: 0.134, data_time: 0.000, loss: 0.9358 2022-11-03 01:25:55,677 - mmcls - INFO - Epoch [96][3400/5005] lr: 1.000e-04, eta: 0:49:31, time: 0.136, data_time: 0.000, loss: 0.9320 2022-11-03 01:26:09,114 - mmcls - INFO - Epoch [96][3500/5005] lr: 1.000e-04, eta: 0:49:18, time: 0.134, data_time: 0.000, loss: 0.9482 2022-11-03 01:26:22,573 - mmcls - INFO - Epoch [96][3600/5005] lr: 1.000e-04, eta: 0:49:04, time: 0.135, data_time: 0.000, loss: 0.9181 2022-11-03 01:26:36,059 - mmcls - INFO - Epoch [96][3700/5005] lr: 1.000e-04, eta: 0:48:50, time: 0.135, data_time: 0.000, loss: 0.9111 2022-11-03 01:26:49,509 - mmcls - INFO - Epoch [96][3800/5005] lr: 1.000e-04, eta: 0:48:36, time: 0.134, data_time: 0.000, loss: 0.9488 2022-11-03 01:27:02,939 - mmcls - INFO - Epoch [96][3900/5005] lr: 1.000e-04, eta: 0:48:23, time: 0.134, data_time: 0.000, loss: 0.9283 2022-11-03 01:27:16,502 - mmcls - INFO - Epoch [96][4000/5005] lr: 1.000e-04, eta: 0:48:09, time: 0.136, data_time: 0.000, loss: 0.9330 2022-11-03 01:27:29,933 - mmcls - INFO - Epoch [96][4100/5005] lr: 1.000e-04, eta: 0:47:55, time: 0.134, data_time: 0.000, loss: 0.9280 2022-11-03 01:27:43,483 - mmcls - INFO - Epoch [96][4200/5005] lr: 1.000e-04, eta: 0:47:41, time: 0.135, data_time: 0.000, loss: 0.9545 2022-11-03 01:27:56,790 - mmcls - INFO - Epoch [96][4300/5005] lr: 1.000e-04, eta: 0:47:28, time: 0.133, data_time: 0.000, loss: 0.9523 2022-11-03 01:28:10,365 - mmcls - INFO - Epoch [96][4400/5005] lr: 1.000e-04, eta: 0:47:14, time: 0.136, data_time: 0.000, loss: 0.9265 2022-11-03 01:28:23,895 - mmcls - INFO - Epoch [96][4500/5005] lr: 1.000e-04, eta: 0:47:00, time: 0.135, data_time: 0.000, loss: 0.9260 2022-11-03 01:28:37,385 - mmcls - INFO - Epoch [96][4600/5005] lr: 1.000e-04, eta: 0:46:46, time: 0.135, data_time: 0.000, loss: 0.9358 2022-11-03 01:28:50,907 - mmcls - INFO - Epoch [96][4700/5005] lr: 1.000e-04, eta: 0:46:33, time: 0.135, data_time: 0.000, loss: 0.9355 2022-11-03 01:29:04,305 - mmcls - INFO - Epoch [96][4800/5005] lr: 1.000e-04, eta: 0:46:19, time: 0.134, data_time: 0.000, loss: 0.9328 2022-11-03 01:29:17,733 - mmcls - INFO - Epoch [96][4900/5005] lr: 1.000e-04, eta: 0:46:05, time: 0.134, data_time: 0.000, loss: 0.9200 2022-11-03 01:29:31,469 - mmcls - INFO - Epoch [96][5000/5005] lr: 1.000e-04, eta: 0:45:51, time: 0.137, data_time: 0.000, loss: 0.9404 2022-11-03 01:29:32,110 - mmcls - INFO - Saving checkpoint at 96 epochs 2022-11-03 01:29:55,229 - mmcls - INFO - Epoch(val) [96][196] accuracy_top-1: 76.2040, accuracy_top-5: 93.1300 2022-11-03 01:30:10,776 - mmcls - INFO - Epoch [97][100/5005] lr: 1.000e-04, eta: 0:45:37, time: 0.155, data_time: 0.024, loss: 0.9271 2022-11-03 01:30:24,110 - mmcls - INFO - Epoch [97][200/5005] lr: 1.000e-04, eta: 0:45:23, time: 0.133, data_time: 0.000, loss: 0.9312 2022-11-03 01:30:37,560 - mmcls - INFO - Epoch [97][300/5005] lr: 1.000e-04, eta: 0:45:10, time: 0.134, data_time: 0.000, loss: 0.9295 2022-11-03 01:30:51,074 - mmcls - INFO - Epoch [97][400/5005] lr: 1.000e-04, eta: 0:44:56, time: 0.135, data_time: 0.000, loss: 0.9122 2022-11-03 01:31:04,495 - mmcls - INFO - Epoch [97][500/5005] lr: 1.000e-04, eta: 0:44:42, time: 0.134, data_time: 0.000, loss: 0.9261 2022-11-03 01:31:17,876 - mmcls - INFO - Epoch [97][600/5005] lr: 1.000e-04, eta: 0:44:28, time: 0.134, data_time: 0.000, loss: 0.9208 2022-11-03 01:31:31,313 - mmcls - INFO - Epoch [97][700/5005] lr: 1.000e-04, eta: 0:44:14, time: 0.134, data_time: 0.000, loss: 0.9044 2022-11-03 01:31:44,997 - mmcls - INFO - Epoch [97][800/5005] lr: 1.000e-04, eta: 0:44:01, time: 0.137, data_time: 0.000, loss: 0.9328 2022-11-03 01:31:58,389 - mmcls - INFO - Epoch [97][900/5005] lr: 1.000e-04, eta: 0:43:47, time: 0.134, data_time: 0.000, loss: 0.9324 2022-11-03 01:32:11,829 - mmcls - INFO - Epoch [97][1000/5005] lr: 1.000e-04, eta: 0:43:33, time: 0.134, data_time: 0.000, loss: 0.9303 2022-11-03 01:32:25,336 - mmcls - INFO - Epoch [97][1100/5005] lr: 1.000e-04, eta: 0:43:19, time: 0.135, data_time: 0.000, loss: 0.9331 2022-11-03 01:32:38,963 - mmcls - INFO - Epoch [97][1200/5005] lr: 1.000e-04, eta: 0:43:06, time: 0.136, data_time: 0.000, loss: 0.9281 2022-11-03 01:32:52,347 - mmcls - INFO - Epoch [97][1300/5005] lr: 1.000e-04, eta: 0:42:52, time: 0.134, data_time: 0.000, loss: 0.9237 2022-11-03 01:33:05,648 - mmcls - INFO - Epoch [97][1400/5005] lr: 1.000e-04, eta: 0:42:38, time: 0.133, data_time: 0.000, loss: 0.9197 2022-11-03 01:33:19,234 - mmcls - INFO - Epoch [97][1500/5005] lr: 1.000e-04, eta: 0:42:24, time: 0.136, data_time: 0.000, loss: 0.9113 2022-11-03 01:33:32,694 - mmcls - INFO - Epoch [97][1600/5005] lr: 1.000e-04, eta: 0:42:11, time: 0.135, data_time: 0.000, loss: 0.9326 2022-11-03 01:33:46,192 - mmcls - INFO - Epoch [97][1700/5005] lr: 1.000e-04, eta: 0:41:57, time: 0.135, data_time: 0.000, loss: 0.9411 2022-11-03 01:33:59,712 - mmcls - INFO - Epoch [97][1800/5005] lr: 1.000e-04, eta: 0:41:43, time: 0.135, data_time: 0.000, loss: 0.9157 2022-11-03 01:34:13,301 - mmcls - INFO - Epoch [97][1900/5005] lr: 1.000e-04, eta: 0:41:29, time: 0.136, data_time: 0.000, loss: 0.9379 2022-11-03 01:34:26,744 - mmcls - INFO - Epoch [97][2000/5005] lr: 1.000e-04, eta: 0:41:16, time: 0.134, data_time: 0.000, loss: 0.9289 2022-11-03 01:34:39,995 - mmcls - INFO - Epoch [97][2100/5005] lr: 1.000e-04, eta: 0:41:02, time: 0.132, data_time: 0.000, loss: 0.9358 2022-11-03 01:34:53,571 - mmcls - INFO - Epoch [97][2200/5005] lr: 1.000e-04, eta: 0:40:48, time: 0.136, data_time: 0.000, loss: 0.9341 2022-11-03 01:35:07,181 - mmcls - INFO - Epoch [97][2300/5005] lr: 1.000e-04, eta: 0:40:34, time: 0.136, data_time: 0.000, loss: 0.9444 2022-11-03 01:35:20,577 - mmcls - INFO - Epoch [97][2400/5005] lr: 1.000e-04, eta: 0:40:21, time: 0.134, data_time: 0.000, loss: 0.9254 2022-11-03 01:35:33,989 - mmcls - INFO - Epoch [97][2500/5005] lr: 1.000e-04, eta: 0:40:07, time: 0.134, data_time: 0.000, loss: 0.9449 2022-11-03 01:35:47,676 - mmcls - INFO - Epoch [97][2600/5005] lr: 1.000e-04, eta: 0:39:53, time: 0.137, data_time: 0.000, loss: 0.9177 2022-11-03 01:36:01,056 - mmcls - INFO - Epoch [97][2700/5005] lr: 1.000e-04, eta: 0:39:39, time: 0.134, data_time: 0.000, loss: 0.9412 2022-11-03 01:36:14,447 - mmcls - INFO - Epoch [97][2800/5005] lr: 1.000e-04, eta: 0:39:26, time: 0.134, data_time: 0.000, loss: 0.9240 2022-11-03 01:36:27,900 - mmcls - INFO - Epoch [97][2900/5005] lr: 1.000e-04, eta: 0:39:12, time: 0.135, data_time: 0.000, loss: 0.9325 2022-11-03 01:36:41,332 - mmcls - INFO - Epoch [97][3000/5005] lr: 1.000e-04, eta: 0:38:58, time: 0.134, data_time: 0.000, loss: 0.9558 2022-11-03 01:36:54,826 - mmcls - INFO - Epoch [97][3100/5005] lr: 1.000e-04, eta: 0:38:44, time: 0.135, data_time: 0.000, loss: 0.9272 2022-11-03 01:37:08,332 - mmcls - INFO - Epoch [97][3200/5005] lr: 1.000e-04, eta: 0:38:31, time: 0.135, data_time: 0.000, loss: 0.9425 2022-11-03 01:37:21,954 - mmcls - INFO - Epoch [97][3300/5005] lr: 1.000e-04, eta: 0:38:17, time: 0.136, data_time: 0.001, loss: 0.9298 2022-11-03 01:37:35,561 - mmcls - INFO - Epoch [97][3400/5005] lr: 1.000e-04, eta: 0:38:03, time: 0.136, data_time: 0.001, loss: 0.9530 2022-11-03 01:37:48,987 - mmcls - INFO - Epoch [97][3500/5005] lr: 1.000e-04, eta: 0:37:49, time: 0.134, data_time: 0.000, loss: 0.9404 2022-11-03 01:38:02,531 - mmcls - INFO - Epoch [97][3600/5005] lr: 1.000e-04, eta: 0:37:36, time: 0.135, data_time: 0.001, loss: 0.9382 2022-11-03 01:38:15,965 - mmcls - INFO - Epoch [97][3700/5005] lr: 1.000e-04, eta: 0:37:22, time: 0.134, data_time: 0.000, loss: 0.9042 2022-11-03 01:38:29,412 - mmcls - INFO - Epoch [97][3800/5005] lr: 1.000e-04, eta: 0:37:08, time: 0.134, data_time: 0.000, loss: 0.9250 2022-11-03 01:38:42,956 - mmcls - INFO - Epoch [97][3900/5005] lr: 1.000e-04, eta: 0:36:54, time: 0.135, data_time: 0.000, loss: 0.9247 2022-11-03 01:38:56,506 - mmcls - INFO - Epoch [97][4000/5005] lr: 1.000e-04, eta: 0:36:41, time: 0.135, data_time: 0.000, loss: 0.9395 2022-11-03 01:39:10,105 - mmcls - INFO - Epoch [97][4100/5005] lr: 1.000e-04, eta: 0:36:27, time: 0.136, data_time: 0.000, loss: 0.9437 2022-11-03 01:39:23,593 - mmcls - INFO - Epoch [97][4200/5005] lr: 1.000e-04, eta: 0:36:13, time: 0.135, data_time: 0.000, loss: 0.9350 2022-11-03 01:39:37,138 - mmcls - INFO - Epoch [97][4300/5005] lr: 1.000e-04, eta: 0:35:59, time: 0.135, data_time: 0.000, loss: 0.9323 2022-11-03 01:39:50,636 - mmcls - INFO - Epoch [97][4400/5005] lr: 1.000e-04, eta: 0:35:46, time: 0.135, data_time: 0.000, loss: 0.9272 2022-11-03 01:40:04,069 - mmcls - INFO - Epoch [97][4500/5005] lr: 1.000e-04, eta: 0:35:32, time: 0.134, data_time: 0.000, loss: 0.9343 2022-11-03 01:40:17,564 - mmcls - INFO - Epoch [97][4600/5005] lr: 1.000e-04, eta: 0:35:18, time: 0.135, data_time: 0.000, loss: 0.9354 2022-11-03 01:40:31,013 - mmcls - INFO - Epoch [97][4700/5005] lr: 1.000e-04, eta: 0:35:04, time: 0.134, data_time: 0.000, loss: 0.9364 2022-11-03 01:40:44,516 - mmcls - INFO - Epoch [97][4800/5005] lr: 1.000e-04, eta: 0:34:51, time: 0.135, data_time: 0.000, loss: 0.9168 2022-11-03 01:40:58,013 - mmcls - INFO - Epoch [97][4900/5005] lr: 1.000e-04, eta: 0:34:37, time: 0.135, data_time: 0.000, loss: 0.9176 2022-11-03 01:41:11,596 - mmcls - INFO - Epoch [97][5000/5005] lr: 1.000e-04, eta: 0:34:23, time: 0.136, data_time: 0.000, loss: 0.9330 2022-11-03 01:41:12,243 - mmcls - INFO - Saving checkpoint at 97 epochs 2022-11-03 01:41:35,965 - mmcls - INFO - Epoch(val) [97][196] accuracy_top-1: 76.4320, accuracy_top-5: 93.2440 2022-11-03 01:41:51,550 - mmcls - INFO - Epoch [98][100/5005] lr: 1.000e-04, eta: 0:34:09, time: 0.156, data_time: 0.024, loss: 0.9312 2022-11-03 01:42:04,758 - mmcls - INFO - Epoch [98][200/5005] lr: 1.000e-04, eta: 0:33:55, time: 0.132, data_time: 0.000, loss: 0.9203 2022-11-03 01:42:18,103 - mmcls - INFO - Epoch [98][300/5005] lr: 1.000e-04, eta: 0:33:41, time: 0.133, data_time: 0.000, loss: 0.9318 2022-11-03 01:42:31,557 - mmcls - INFO - Epoch [98][400/5005] lr: 1.000e-04, eta: 0:33:28, time: 0.135, data_time: 0.000, loss: 0.9270 2022-11-03 01:42:45,119 - mmcls - INFO - Epoch [98][500/5005] lr: 1.000e-04, eta: 0:33:14, time: 0.136, data_time: 0.000, loss: 0.9259 2022-11-03 01:42:58,540 - mmcls - INFO - Epoch [98][600/5005] lr: 1.000e-04, eta: 0:33:00, time: 0.134, data_time: 0.000, loss: 0.9044 2022-11-03 01:43:12,152 - mmcls - INFO - Epoch [98][700/5005] lr: 1.000e-04, eta: 0:32:46, time: 0.136, data_time: 0.000, loss: 0.9273 2022-11-03 01:43:25,608 - mmcls - INFO - Epoch [98][800/5005] lr: 1.000e-04, eta: 0:32:33, time: 0.135, data_time: 0.000, loss: 0.9323 2022-11-03 01:43:39,261 - mmcls - INFO - Epoch [98][900/5005] lr: 1.000e-04, eta: 0:32:19, time: 0.137, data_time: 0.000, loss: 0.9210 2022-11-03 01:43:52,820 - mmcls - INFO - Epoch [98][1000/5005] lr: 1.000e-04, eta: 0:32:05, time: 0.136, data_time: 0.000, loss: 0.9175 2022-11-03 01:44:06,388 - mmcls - INFO - Epoch [98][1100/5005] lr: 1.000e-04, eta: 0:31:51, time: 0.136, data_time: 0.000, loss: 0.9168 2022-11-03 01:44:19,966 - mmcls - INFO - Epoch [98][1200/5005] lr: 1.000e-04, eta: 0:31:38, time: 0.136, data_time: 0.000, loss: 0.9257 2022-11-03 01:44:33,367 - mmcls - INFO - Epoch [98][1300/5005] lr: 1.000e-04, eta: 0:31:24, time: 0.134, data_time: 0.000, loss: 0.9189 2022-11-03 01:44:46,922 - mmcls - INFO - Epoch [98][1400/5005] lr: 1.000e-04, eta: 0:31:10, time: 0.136, data_time: 0.000, loss: 0.9113 2022-11-03 01:45:00,369 - mmcls - INFO - Epoch [98][1500/5005] lr: 1.000e-04, eta: 0:30:56, time: 0.134, data_time: 0.000, loss: 0.9347 2022-11-03 01:45:13,792 - mmcls - INFO - Epoch [98][1600/5005] lr: 1.000e-04, eta: 0:30:43, time: 0.134, data_time: 0.000, loss: 0.9497 2022-11-03 01:45:27,290 - mmcls - INFO - Epoch [98][1700/5005] lr: 1.000e-04, eta: 0:30:29, time: 0.135, data_time: 0.000, loss: 0.9306 2022-11-03 01:45:40,811 - mmcls - INFO - Epoch [98][1800/5005] lr: 1.000e-04, eta: 0:30:15, time: 0.135, data_time: 0.000, loss: 0.9361 2022-11-03 01:45:54,478 - mmcls - INFO - Epoch [98][1900/5005] lr: 1.000e-04, eta: 0:30:01, time: 0.137, data_time: 0.000, loss: 0.9309 2022-11-03 01:46:07,985 - mmcls - INFO - Epoch [98][2000/5005] lr: 1.000e-04, eta: 0:29:48, time: 0.135, data_time: 0.000, loss: 0.9318 2022-11-03 01:46:21,394 - mmcls - INFO - Epoch [98][2100/5005] lr: 1.000e-04, eta: 0:29:34, time: 0.134, data_time: 0.000, loss: 0.9194 2022-11-03 01:46:34,882 - mmcls - INFO - Epoch [98][2200/5005] lr: 1.000e-04, eta: 0:29:20, time: 0.135, data_time: 0.000, loss: 0.9349 2022-11-03 01:46:48,422 - mmcls - INFO - Epoch [98][2300/5005] lr: 1.000e-04, eta: 0:29:06, time: 0.135, data_time: 0.000, loss: 0.9259 2022-11-03 01:47:01,838 - mmcls - INFO - Epoch [98][2400/5005] lr: 1.000e-04, eta: 0:28:53, time: 0.134, data_time: 0.000, loss: 0.9280 2022-11-03 01:47:15,416 - mmcls - INFO - Epoch [98][2500/5005] lr: 1.000e-04, eta: 0:28:39, time: 0.136, data_time: 0.000, loss: 0.9309 2022-11-03 01:47:29,002 - mmcls - INFO - Epoch [98][2600/5005] lr: 1.000e-04, eta: 0:28:25, time: 0.136, data_time: 0.000, loss: 0.9127 2022-11-03 01:47:42,600 - mmcls - INFO - Epoch [98][2700/5005] lr: 1.000e-04, eta: 0:28:11, time: 0.136, data_time: 0.000, loss: 0.9256 2022-11-03 01:47:56,026 - mmcls - INFO - Epoch [98][2800/5005] lr: 1.000e-04, eta: 0:27:58, time: 0.134, data_time: 0.000, loss: 0.9312 2022-11-03 01:48:09,452 - mmcls - INFO - Epoch [98][2900/5005] lr: 1.000e-04, eta: 0:27:44, time: 0.134, data_time: 0.000, loss: 0.9244 2022-11-03 01:48:22,884 - mmcls - INFO - Epoch [98][3000/5005] lr: 1.000e-04, eta: 0:27:30, time: 0.134, data_time: 0.000, loss: 0.9371 2022-11-03 01:48:36,395 - mmcls - INFO - Epoch [98][3100/5005] lr: 1.000e-04, eta: 0:27:16, time: 0.135, data_time: 0.000, loss: 0.9316 2022-11-03 01:48:49,817 - mmcls - INFO - Epoch [98][3200/5005] lr: 1.000e-04, eta: 0:27:03, time: 0.134, data_time: 0.000, loss: 0.9356 2022-11-03 01:49:03,260 - mmcls - INFO - Epoch [98][3300/5005] lr: 1.000e-04, eta: 0:26:49, time: 0.134, data_time: 0.000, loss: 0.9211 2022-11-03 01:49:16,700 - mmcls - INFO - Epoch [98][3400/5005] lr: 1.000e-04, eta: 0:26:35, time: 0.134, data_time: 0.000, loss: 0.8996 2022-11-03 01:49:30,100 - mmcls - INFO - Epoch [98][3500/5005] lr: 1.000e-04, eta: 0:26:21, time: 0.134, data_time: 0.000, loss: 0.9230 2022-11-03 01:49:43,616 - mmcls - INFO - Epoch [98][3600/5005] lr: 1.000e-04, eta: 0:26:08, time: 0.135, data_time: 0.000, loss: 0.9237 2022-11-03 01:49:57,091 - mmcls - INFO - Epoch [98][3700/5005] lr: 1.000e-04, eta: 0:25:54, time: 0.135, data_time: 0.000, loss: 0.9215 2022-11-03 01:50:10,570 - mmcls - INFO - Epoch [98][3800/5005] lr: 1.000e-04, eta: 0:25:40, time: 0.135, data_time: 0.000, loss: 0.9302 2022-11-03 01:50:24,088 - mmcls - INFO - Epoch [98][3900/5005] lr: 1.000e-04, eta: 0:25:27, time: 0.135, data_time: 0.000, loss: 0.9310 2022-11-03 01:50:37,732 - mmcls - INFO - Epoch [98][4000/5005] lr: 1.000e-04, eta: 0:25:13, time: 0.136, data_time: 0.000, loss: 0.9199 2022-11-03 01:50:51,162 - mmcls - INFO - Epoch [98][4100/5005] lr: 1.000e-04, eta: 0:24:59, time: 0.134, data_time: 0.000, loss: 0.9311 2022-11-03 01:51:04,681 - mmcls - INFO - Epoch [98][4200/5005] lr: 1.000e-04, eta: 0:24:45, time: 0.135, data_time: 0.000, loss: 0.9284 2022-11-03 01:51:18,089 - mmcls - INFO - Epoch [98][4300/5005] lr: 1.000e-04, eta: 0:24:32, time: 0.134, data_time: 0.000, loss: 0.9130 2022-11-03 01:51:31,553 - mmcls - INFO - Epoch [98][4400/5005] lr: 1.000e-04, eta: 0:24:18, time: 0.135, data_time: 0.000, loss: 0.9201 2022-11-03 01:51:45,048 - mmcls - INFO - Epoch [98][4500/5005] lr: 1.000e-04, eta: 0:24:04, time: 0.135, data_time: 0.000, loss: 0.9196 2022-11-03 01:51:58,683 - mmcls - INFO - Epoch [98][4600/5005] lr: 1.000e-04, eta: 0:23:50, time: 0.136, data_time: 0.000, loss: 0.9465 2022-11-03 01:52:12,209 - mmcls - INFO - Epoch [98][4700/5005] lr: 1.000e-04, eta: 0:23:37, time: 0.135, data_time: 0.000, loss: 0.9375 2022-11-03 01:52:25,750 - mmcls - INFO - Epoch [98][4800/5005] lr: 1.000e-04, eta: 0:23:23, time: 0.135, data_time: 0.000, loss: 0.9394 2022-11-03 01:52:39,318 - mmcls - INFO - Epoch [98][4900/5005] lr: 1.000e-04, eta: 0:23:09, time: 0.136, data_time: 0.001, loss: 0.9342 2022-11-03 01:52:52,745 - mmcls - INFO - Epoch [98][5000/5005] lr: 1.000e-04, eta: 0:22:55, time: 0.134, data_time: 0.000, loss: 0.9273 2022-11-03 01:52:53,378 - mmcls - INFO - Saving checkpoint at 98 epochs 2022-11-03 01:53:16,776 - mmcls - INFO - Epoch(val) [98][196] accuracy_top-1: 76.3100, accuracy_top-5: 93.1580 2022-11-03 01:53:32,280 - mmcls - INFO - Epoch [99][100/5005] lr: 1.000e-04, eta: 0:22:41, time: 0.155, data_time: 0.024, loss: 0.9234 2022-11-03 01:53:45,531 - mmcls - INFO - Epoch [99][200/5005] lr: 1.000e-04, eta: 0:22:27, time: 0.132, data_time: 0.000, loss: 0.9238 2022-11-03 01:53:58,713 - mmcls - INFO - Epoch [99][300/5005] lr: 1.000e-04, eta: 0:22:13, time: 0.132, data_time: 0.000, loss: 0.9266 2022-11-03 01:54:12,065 - mmcls - INFO - Epoch [99][400/5005] lr: 1.000e-04, eta: 0:22:00, time: 0.133, data_time: 0.000, loss: 0.9215 2022-11-03 01:54:25,544 - mmcls - INFO - Epoch [99][500/5005] lr: 1.000e-04, eta: 0:21:46, time: 0.135, data_time: 0.000, loss: 0.9179 2022-11-03 01:54:39,109 - mmcls - INFO - Epoch [99][600/5005] lr: 1.000e-04, eta: 0:21:32, time: 0.136, data_time: 0.000, loss: 0.9245 2022-11-03 01:54:52,470 - mmcls - INFO - Epoch [99][700/5005] lr: 1.000e-04, eta: 0:21:18, time: 0.134, data_time: 0.000, loss: 0.9315 2022-11-03 01:55:05,911 - mmcls - INFO - Epoch [99][800/5005] lr: 1.000e-04, eta: 0:21:05, time: 0.134, data_time: 0.000, loss: 0.9201 2022-11-03 01:55:19,353 - mmcls - INFO - Epoch [99][900/5005] lr: 1.000e-04, eta: 0:20:51, time: 0.134, data_time: 0.000, loss: 0.9254 2022-11-03 01:55:33,250 - mmcls - INFO - Epoch [99][1000/5005] lr: 1.000e-04, eta: 0:20:37, time: 0.139, data_time: 0.000, loss: 0.9199 2022-11-03 01:55:46,816 - mmcls - INFO - Epoch [99][1100/5005] lr: 1.000e-04, eta: 0:20:23, time: 0.136, data_time: 0.000, loss: 0.9202 2022-11-03 01:56:00,359 - mmcls - INFO - Epoch [99][1200/5005] lr: 1.000e-04, eta: 0:20:10, time: 0.135, data_time: 0.000, loss: 0.9262 2022-11-03 01:56:13,824 - mmcls - INFO - Epoch [99][1300/5005] lr: 1.000e-04, eta: 0:19:56, time: 0.135, data_time: 0.000, loss: 0.9051 2022-11-03 01:56:27,338 - mmcls - INFO - Epoch [99][1400/5005] lr: 1.000e-04, eta: 0:19:42, time: 0.135, data_time: 0.000, loss: 0.9140 2022-11-03 01:56:40,795 - mmcls - INFO - Epoch [99][1500/5005] lr: 1.000e-04, eta: 0:19:29, time: 0.135, data_time: 0.000, loss: 0.9170 2022-11-03 01:56:54,233 - mmcls - INFO - Epoch [99][1600/5005] lr: 1.000e-04, eta: 0:19:15, time: 0.134, data_time: 0.000, loss: 0.9223 2022-11-03 01:57:07,767 - mmcls - INFO - Epoch [99][1700/5005] lr: 1.000e-04, eta: 0:19:01, time: 0.135, data_time: 0.000, loss: 0.9217 2022-11-03 01:57:21,322 - mmcls - INFO - Epoch [99][1800/5005] lr: 1.000e-04, eta: 0:18:47, time: 0.136, data_time: 0.000, loss: 0.9308 2022-11-03 01:57:34,756 - mmcls - INFO - Epoch [99][1900/5005] lr: 1.000e-04, eta: 0:18:34, time: 0.134, data_time: 0.000, loss: 0.9039 2022-11-03 01:57:48,223 - mmcls - INFO - Epoch [99][2000/5005] lr: 1.000e-04, eta: 0:18:20, time: 0.135, data_time: 0.000, loss: 0.9208 2022-11-03 01:58:01,816 - mmcls - INFO - Epoch [99][2100/5005] lr: 1.000e-04, eta: 0:18:06, time: 0.136, data_time: 0.000, loss: 0.9243 2022-11-03 01:58:15,352 - mmcls - INFO - Epoch [99][2200/5005] lr: 1.000e-04, eta: 0:17:52, time: 0.135, data_time: 0.000, loss: 0.9241 2022-11-03 01:58:28,985 - mmcls - INFO - Epoch [99][2300/5005] lr: 1.000e-04, eta: 0:17:39, time: 0.136, data_time: 0.000, loss: 0.9331 2022-11-03 01:58:42,544 - mmcls - INFO - Epoch [99][2400/5005] lr: 1.000e-04, eta: 0:17:25, time: 0.136, data_time: 0.000, loss: 0.9344 2022-11-03 01:58:56,109 - mmcls - INFO - Epoch [99][2500/5005] lr: 1.000e-04, eta: 0:17:11, time: 0.136, data_time: 0.000, loss: 0.9216 2022-11-03 01:59:09,609 - mmcls - INFO - Epoch [99][2600/5005] lr: 1.000e-04, eta: 0:16:57, time: 0.135, data_time: 0.000, loss: 0.9340 2022-11-03 01:59:23,022 - mmcls - INFO - Epoch [99][2700/5005] lr: 1.000e-04, eta: 0:16:44, time: 0.134, data_time: 0.000, loss: 0.9149 2022-11-03 01:59:36,557 - mmcls - INFO - Epoch [99][2800/5005] lr: 1.000e-04, eta: 0:16:30, time: 0.135, data_time: 0.000, loss: 0.9251 2022-11-03 01:59:50,124 - mmcls - INFO - Epoch [99][2900/5005] lr: 1.000e-04, eta: 0:16:16, time: 0.136, data_time: 0.000, loss: 0.9108 2022-11-03 02:00:03,540 - mmcls - INFO - Epoch [99][3000/5005] lr: 1.000e-04, eta: 0:16:02, time: 0.134, data_time: 0.000, loss: 0.9122 2022-11-03 02:00:17,161 - mmcls - INFO - Epoch [99][3100/5005] lr: 1.000e-04, eta: 0:15:49, time: 0.136, data_time: 0.000, loss: 0.8973 2022-11-03 02:00:30,506 - mmcls - INFO - Epoch [99][3200/5005] lr: 1.000e-04, eta: 0:15:35, time: 0.133, data_time: 0.000, loss: 0.9328 2022-11-03 02:00:44,081 - mmcls - INFO - Epoch [99][3300/5005] lr: 1.000e-04, eta: 0:15:21, time: 0.136, data_time: 0.000, loss: 0.9326 2022-11-03 02:00:57,536 - mmcls - INFO - Epoch [99][3400/5005] lr: 1.000e-04, eta: 0:15:07, time: 0.135, data_time: 0.000, loss: 0.9419 2022-11-03 02:01:10,983 - mmcls - INFO - Epoch [99][3500/5005] lr: 1.000e-04, eta: 0:14:54, time: 0.134, data_time: 0.000, loss: 0.9205 2022-11-03 02:01:25,216 - mmcls - INFO - Epoch [99][3600/5005] lr: 1.000e-04, eta: 0:14:40, time: 0.142, data_time: 0.005, loss: 0.9265 2022-11-03 02:01:38,769 - mmcls - INFO - Epoch [99][3700/5005] lr: 1.000e-04, eta: 0:14:26, time: 0.136, data_time: 0.000, loss: 0.9390 2022-11-03 02:01:52,438 - mmcls - INFO - Epoch [99][3800/5005] lr: 1.000e-04, eta: 0:14:13, time: 0.137, data_time: 0.000, loss: 0.9280 2022-11-03 02:02:05,957 - mmcls - INFO - Epoch [99][3900/5005] lr: 1.000e-04, eta: 0:13:59, time: 0.135, data_time: 0.000, loss: 0.9340 2022-11-03 02:02:19,350 - mmcls - INFO - Epoch [99][4000/5005] lr: 1.000e-04, eta: 0:13:45, time: 0.134, data_time: 0.000, loss: 0.9333 2022-11-03 02:02:32,891 - mmcls - INFO - Epoch [99][4100/5005] lr: 1.000e-04, eta: 0:13:31, time: 0.135, data_time: 0.000, loss: 0.9192 2022-11-03 02:02:46,339 - mmcls - INFO - Epoch [99][4200/5005] lr: 1.000e-04, eta: 0:13:18, time: 0.134, data_time: 0.000, loss: 0.9213 2022-11-03 02:02:59,906 - mmcls - INFO - Epoch [99][4300/5005] lr: 1.000e-04, eta: 0:13:04, time: 0.136, data_time: 0.000, loss: 0.9201 2022-11-03 02:03:13,329 - mmcls - INFO - Epoch [99][4400/5005] lr: 1.000e-04, eta: 0:12:50, time: 0.134, data_time: 0.000, loss: 0.9301 2022-11-03 02:03:26,841 - mmcls - INFO - Epoch [99][4500/5005] lr: 1.000e-04, eta: 0:12:36, time: 0.135, data_time: 0.000, loss: 0.9386 2022-11-03 02:03:40,558 - mmcls - INFO - Epoch [99][4600/5005] lr: 1.000e-04, eta: 0:12:23, time: 0.137, data_time: 0.000, loss: 0.9264 2022-11-03 02:03:54,284 - mmcls - INFO - Epoch [99][4700/5005] lr: 1.000e-04, eta: 0:12:09, time: 0.137, data_time: 0.000, loss: 0.9229 2022-11-03 02:04:07,712 - mmcls - INFO - Epoch [99][4800/5005] lr: 1.000e-04, eta: 0:11:55, time: 0.134, data_time: 0.000, loss: 0.9359 2022-11-03 02:04:21,210 - mmcls - INFO - Epoch [99][4900/5005] lr: 1.000e-04, eta: 0:11:41, time: 0.135, data_time: 0.000, loss: 0.9429 2022-11-03 02:04:34,761 - mmcls - INFO - Epoch [99][5000/5005] lr: 1.000e-04, eta: 0:11:28, time: 0.135, data_time: 0.000, loss: 0.9254 2022-11-03 02:04:35,406 - mmcls - INFO - Saving checkpoint at 99 epochs 2022-11-03 02:04:58,617 - mmcls - INFO - Epoch(val) [99][196] accuracy_top-1: 76.3800, accuracy_top-5: 93.2060 2022-11-03 02:05:14,241 - mmcls - INFO - Epoch [100][100/5005] lr: 1.000e-04, eta: 0:11:13, time: 0.156, data_time: 0.024, loss: 0.9409 2022-11-03 02:05:27,591 - mmcls - INFO - Epoch [100][200/5005] lr: 1.000e-04, eta: 0:11:00, time: 0.133, data_time: 0.000, loss: 0.9113 2022-11-03 02:05:40,937 - mmcls - INFO - Epoch [100][300/5005] lr: 1.000e-04, eta: 0:10:46, time: 0.133, data_time: 0.000, loss: 0.9022 2022-11-03 02:05:54,322 - mmcls - INFO - Epoch [100][400/5005] lr: 1.000e-04, eta: 0:10:32, time: 0.134, data_time: 0.000, loss: 0.9187 2022-11-03 02:06:07,961 - mmcls - INFO - Epoch [100][500/5005] lr: 1.000e-04, eta: 0:10:18, time: 0.136, data_time: 0.000, loss: 0.9117 2022-11-03 02:06:21,465 - mmcls - INFO - Epoch [100][600/5005] lr: 1.000e-04, eta: 0:10:05, time: 0.135, data_time: 0.000, loss: 0.9352 2022-11-03 02:06:35,283 - mmcls - INFO - Epoch [100][700/5005] lr: 1.000e-04, eta: 0:09:51, time: 0.138, data_time: 0.000, loss: 0.9165 2022-11-03 02:06:48,974 - mmcls - INFO - Epoch [100][800/5005] lr: 1.000e-04, eta: 0:09:37, time: 0.137, data_time: 0.000, loss: 0.9183 2022-11-03 02:07:02,623 - mmcls - INFO - Epoch [100][900/5005] lr: 1.000e-04, eta: 0:09:23, time: 0.136, data_time: 0.001, loss: 0.9135 2022-11-03 02:07:15,959 - mmcls - INFO - Epoch [100][1000/5005] lr: 1.000e-04, eta: 0:09:10, time: 0.133, data_time: 0.000, loss: 0.9434 2022-11-03 02:07:29,679 - mmcls - INFO - Epoch [100][1100/5005] lr: 1.000e-04, eta: 0:08:56, time: 0.137, data_time: 0.000, loss: 0.9319 2022-11-03 02:07:43,178 - mmcls - INFO - Epoch [100][1200/5005] lr: 1.000e-04, eta: 0:08:42, time: 0.135, data_time: 0.000, loss: 0.9300 2022-11-03 02:07:56,731 - mmcls - INFO - Epoch [100][1300/5005] lr: 1.000e-04, eta: 0:08:28, time: 0.136, data_time: 0.000, loss: 0.9269 2022-11-03 02:08:10,258 - mmcls - INFO - Epoch [100][1400/5005] lr: 1.000e-04, eta: 0:08:15, time: 0.135, data_time: 0.000, loss: 0.9310 2022-11-03 02:08:23,769 - mmcls - INFO - Epoch [100][1500/5005] lr: 1.000e-04, eta: 0:08:01, time: 0.135, data_time: 0.000, loss: 0.9253 2022-11-03 02:08:37,391 - mmcls - INFO - Epoch [100][1600/5005] lr: 1.000e-04, eta: 0:07:47, time: 0.136, data_time: 0.000, loss: 0.9258 2022-11-03 02:08:50,967 - mmcls - INFO - Epoch [100][1700/5005] lr: 1.000e-04, eta: 0:07:33, time: 0.136, data_time: 0.000, loss: 0.9509 2022-11-03 02:09:04,563 - mmcls - INFO - Epoch [100][1800/5005] lr: 1.000e-04, eta: 0:07:20, time: 0.136, data_time: 0.000, loss: 0.9279 2022-11-03 02:09:18,057 - mmcls - INFO - Epoch [100][1900/5005] lr: 1.000e-04, eta: 0:07:06, time: 0.135, data_time: 0.000, loss: 0.9214 2022-11-03 02:09:31,565 - mmcls - INFO - Epoch [100][2000/5005] lr: 1.000e-04, eta: 0:06:52, time: 0.135, data_time: 0.000, loss: 0.9100 2022-11-03 02:09:45,169 - mmcls - INFO - Epoch [100][2100/5005] lr: 1.000e-04, eta: 0:06:39, time: 0.136, data_time: 0.000, loss: 0.9068 2022-11-03 02:09:58,811 - mmcls - INFO - Epoch [100][2200/5005] lr: 1.000e-04, eta: 0:06:25, time: 0.136, data_time: 0.000, loss: 0.9023 2022-11-03 02:10:12,358 - mmcls - INFO - Epoch [100][2300/5005] lr: 1.000e-04, eta: 0:06:11, time: 0.135, data_time: 0.000, loss: 0.9290 2022-11-03 02:10:25,916 - mmcls - INFO - Epoch [100][2400/5005] lr: 1.000e-04, eta: 0:05:57, time: 0.136, data_time: 0.000, loss: 0.9256 2022-11-03 02:10:39,443 - mmcls - INFO - Epoch [100][2500/5005] lr: 1.000e-04, eta: 0:05:44, time: 0.135, data_time: 0.000, loss: 0.9435 2022-11-03 02:10:53,062 - mmcls - INFO - Epoch [100][2600/5005] lr: 1.000e-04, eta: 0:05:30, time: 0.136, data_time: 0.000, loss: 0.9207 2022-11-03 02:11:06,530 - mmcls - INFO - Epoch [100][2700/5005] lr: 1.000e-04, eta: 0:05:16, time: 0.135, data_time: 0.000, loss: 0.9091 2022-11-03 02:11:20,027 - mmcls - INFO - Epoch [100][2800/5005] lr: 1.000e-04, eta: 0:05:02, time: 0.135, data_time: 0.000, loss: 0.9248 2022-11-03 02:11:33,592 - mmcls - INFO - Epoch [100][2900/5005] lr: 1.000e-04, eta: 0:04:49, time: 0.136, data_time: 0.000, loss: 0.9135 2022-11-03 02:11:47,071 - mmcls - INFO - Epoch [100][3000/5005] lr: 1.000e-04, eta: 0:04:35, time: 0.135, data_time: 0.000, loss: 0.9128 2022-11-03 02:12:00,625 - mmcls - INFO - Epoch [100][3100/5005] lr: 1.000e-04, eta: 0:04:21, time: 0.136, data_time: 0.000, loss: 0.9230 2022-11-03 02:12:14,306 - mmcls - INFO - Epoch [100][3200/5005] lr: 1.000e-04, eta: 0:04:07, time: 0.137, data_time: 0.000, loss: 0.9313 2022-11-03 02:12:27,794 - mmcls - INFO - Epoch [100][3300/5005] lr: 1.000e-04, eta: 0:03:54, time: 0.135, data_time: 0.000, loss: 0.9212 2022-11-03 02:12:41,363 - mmcls - INFO - Epoch [100][3400/5005] lr: 1.000e-04, eta: 0:03:40, time: 0.136, data_time: 0.000, loss: 0.9270 2022-11-03 02:12:54,854 - mmcls - INFO - Epoch [100][3500/5005] lr: 1.000e-04, eta: 0:03:26, time: 0.135, data_time: 0.000, loss: 0.9187 2022-11-03 02:13:08,259 - mmcls - INFO - Epoch [100][3600/5005] lr: 1.000e-04, eta: 0:03:12, time: 0.134, data_time: 0.000, loss: 0.9117 2022-11-03 02:13:21,754 - mmcls - INFO - Epoch [100][3700/5005] lr: 1.000e-04, eta: 0:02:59, time: 0.135, data_time: 0.000, loss: 0.9343 2022-11-03 02:13:35,276 - mmcls - INFO - Epoch [100][3800/5005] lr: 1.000e-04, eta: 0:02:45, time: 0.135, data_time: 0.000, loss: 0.9286 2022-11-03 02:13:48,618 - mmcls - INFO - Epoch [100][3900/5005] lr: 1.000e-04, eta: 0:02:31, time: 0.133, data_time: 0.000, loss: 0.9192 2022-11-03 02:14:02,154 - mmcls - INFO - Epoch [100][4000/5005] lr: 1.000e-04, eta: 0:02:18, time: 0.135, data_time: 0.000, loss: 0.9360 2022-11-03 02:14:15,592 - mmcls - INFO - Epoch [100][4100/5005] lr: 1.000e-04, eta: 0:02:04, time: 0.134, data_time: 0.000, loss: 0.9249 2022-11-03 02:14:29,177 - mmcls - INFO - Epoch [100][4200/5005] lr: 1.000e-04, eta: 0:01:50, time: 0.136, data_time: 0.000, loss: 0.9206 2022-11-03 02:14:42,640 - mmcls - INFO - Epoch [100][4300/5005] lr: 1.000e-04, eta: 0:01:36, time: 0.135, data_time: 0.000, loss: 0.9316 2022-11-03 02:14:55,941 - mmcls - INFO - Epoch [100][4400/5005] lr: 1.000e-04, eta: 0:01:23, time: 0.133, data_time: 0.000, loss: 0.9162 2022-11-03 02:15:09,428 - mmcls - INFO - Epoch [100][4500/5005] lr: 1.000e-04, eta: 0:01:09, time: 0.135, data_time: 0.000, loss: 0.9363 2022-11-03 02:15:22,870 - mmcls - INFO - Epoch [100][4600/5005] lr: 1.000e-04, eta: 0:00:55, time: 0.134, data_time: 0.000, loss: 0.9261 2022-11-03 02:15:36,447 - mmcls - INFO - Epoch [100][4700/5005] lr: 1.000e-04, eta: 0:00:41, time: 0.136, data_time: 0.000, loss: 0.9468 2022-11-03 02:15:49,985 - mmcls - INFO - Epoch [100][4800/5005] lr: 1.000e-04, eta: 0:00:28, time: 0.135, data_time: 0.000, loss: 0.9286 2022-11-03 02:16:03,493 - mmcls - INFO - Epoch [100][4900/5005] lr: 1.000e-04, eta: 0:00:14, time: 0.135, data_time: 0.000, loss: 0.9129 2022-11-03 02:16:17,103 - mmcls - INFO - Epoch [100][5000/5005] lr: 1.000e-04, eta: 0:00:00, time: 0.136, data_time: 0.000, loss: 0.9154 2022-11-03 02:16:17,755 - mmcls - INFO - Saving checkpoint at 100 epochs 2022-11-03 02:16:40,964 - mmcls - INFO - Epoch(val) [100][196] accuracy_top-1: 76.3840, accuracy_top-5: 93.2200