min_base.log

2023-02-02 22:45:53,960 - mmcls - INFO - Environment info:
------------------------------------------------------------
sys.platform: linux
Python: 3.8.13 | packaged by conda-forge | (default, Mar 25 2022, 06:04:10) [GCC 10.3.0]
CUDA available: True
GPU 0,1,2,3,4,5,6,7: A100-SXM4-40GB
CUDA_HOME: /usr/local/cuda
NVCC: Cuda compilation tools, release 11.7, V11.7.99
GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
PyTorch: 1.13.0a0+340c412
PyTorch compiling details: PyTorch built with:
  - GCC 9.4
  - C++ Version: 201402
  - Intel(R) Math Kernel Library Version 2020.0.4 Product Build 20200917 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v2.6.0 (Git Hash N/A)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - LAPACK is enabled (usually provided by MKL)
  - NNPACK is enabled
  - CPU capability usage: AVX2
  - CUDA Runtime 11.7
  - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_86,code=compute_86
  - CuDNN 8.4.1  (built against CUDA 11.6)
  - Magma 2.6.2
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.4.1, CXX_COMPILER=/usr/bin/c++, CXX_FLAGS=-fno-gnu-unique -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.13.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, 

TorchVision: 0.13.0a0
OpenCV: 3.4.11
MMCV: 1.6.1
MMCV Compiler: GCC 9.4
MMCV CUDA Compiler: 11.7
MMClassification: 0.23.2_71ef7ba+24f49fc
------------------------------------------------------------

2023-02-02 22:45:53,961 - mmcls - INFO - Distributed training: True
2023-02-02 22:45:54,176 - mmcls - INFO - Config:
model = dict(
    type='ImageClassifierCIL',
    backbone=dict(type='ResNet12', with_avgpool=False, flatten=False),
    neck=dict(type='MLPFFNNeck', in_channels=640, out_channels=512),
    head=dict(
        type='ETFHead',
        num_classes=100,
        eval_classes=60,
        in_channels=512,
        loss=dict(type='DRLoss', loss_weight=10.0),
        topk=(1, 5),
        cal_acc=True,
        with_len=False))
img_size = 84
img_norm_cfg = dict(
    mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)
meta_keys = ('filename', 'ori_filename', 'ori_shape', 'img_shape', 'flip',
             'flip_direction', 'img_norm_cfg', 'cls_id', 'img_id')
train_pipeline = [
    dict(type='LoadImageFromFile'),
    dict(type='RandomResizedCrop', size=84),
    dict(type='RandomFlip', flip_prob=0.5, direction='horizontal'),
    dict(type='ColorJitter', brightness=0.4, contrast=0.4, saturation=0.4),
    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'],
        meta_keys=('filename', 'ori_filename', 'ori_shape', 'img_shape',
                   'flip', 'flip_direction', 'img_norm_cfg', 'cls_id',
                   'img_id'))
]
test_pipeline = [
    dict(type='LoadImageFromFile'),
    dict(type='Resize', size=(96, -1)),
    dict(type='CenterCrop', crop_size=84),
    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', 'gt_label'],
        meta_keys=('filename', 'ori_filename', 'ori_shape', 'img_shape',
                   'flip', 'flip_direction', 'img_norm_cfg', 'cls_id',
                   'img_id'))
]
data = dict(
    samples_per_gpu=64,
    workers_per_gpu=8,
    train_dataloader=dict(persistent_workers=True),
    val_dataloader=dict(persistent_workers=True),
    test_dataloader=dict(persistent_workers=True),
    train=dict(
        type='RepeatDataset',
        times=10,
        dataset=dict(
            type='MiniImageNetFSCILDataset',
            data_prefix='/opt/data/miniimagenet',
            pipeline=[
                dict(type='LoadImageFromFile'),
                dict(type='RandomResizedCrop', size=84),
                dict(type='RandomFlip', flip_prob=0.5, direction='horizontal'),
                dict(
                    type='ColorJitter',
                    brightness=0.4,
                    contrast=0.4,
                    saturation=0.4),
                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'],
                    meta_keys=('filename', 'ori_filename', 'ori_shape',
                               'img_shape', 'flip', 'flip_direction',
                               'img_norm_cfg', 'cls_id', 'img_id'))
            ],
            num_cls=60,
            subset='train')),
    val=dict(
        type='MiniImageNetFSCILDataset',
        data_prefix='/opt/data/miniimagenet',
        pipeline=[
            dict(type='LoadImageFromFile'),
            dict(type='Resize', size=(96, -1)),
            dict(type='CenterCrop', crop_size=84),
            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', 'gt_label'],
                meta_keys=('filename', 'ori_filename', 'ori_shape',
                           'img_shape', 'flip', 'flip_direction',
                           'img_norm_cfg', 'cls_id', 'img_id'))
        ],
        num_cls=60,
        subset='test'),
    test=dict(
        type='MiniImageNetFSCILDataset',
        data_prefix='/opt/data/miniimagenet',
        pipeline=[
            dict(type='LoadImageFromFile'),
            dict(type='Resize', size=(96, -1)),
            dict(type='CenterCrop', crop_size=84),
            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', 'gt_label'],
                meta_keys=('filename', 'ori_filename', 'ori_shape',
                           'img_shape', 'flip', 'flip_direction',
                           'img_norm_cfg', 'cls_id', 'img_id'))
        ],
        num_cls=100,
        subset='test'))
optimizer = dict(type='SGD', lr=0.25, momentum=0.9, weight_decay=0.0005)
optimizer_config = dict(grad_clip=None)
lr_config = dict(
    policy='step',
    gamma=0.25,
    warmup='linear',
    warmup_iters=3000,
    warmup_ratio=0.25,
    step=[20, 30, 35, 40, 45])
runner = dict(type='EpochBasedRunner', max_epochs=50)
checkpoint_config = dict(interval=1, max_keep_ckpts=2)
evaluation = dict(interval=1, save_best='auto')
log_config = dict(interval=10, hooks=[dict(type='TextLoggerHook')])
dist_params = dict(backend='nccl')
log_level = 'INFO'
workflow = [('train', 1)]
load_from = None
resume_from = None
mean_neck_feat = True
mean_cur_feat = False
feat_test = False
grad_clip = None
finetune_lr = 0.1
inc_start = 60
inc_end = 100
inc_step = 5
copy_list = (1, 1, 1, 1, 1, 1, 1, 1, 1, 1)
step_list = (50, 50, 50, 50, 50, 50, 50, 50, 50, 50)
work_dir = '/opt/logger/m_imagenet_etf'
gpu_ids = range(0, 8)

2023-02-02 22:45:54,176 - mmcls - INFO - Set random seed to 0, deterministic: True
2023-02-02 22:45:54,292 - mmcls - INFO - ETF head : evaluating 60 out of 100 classes.
2023-02-02 22:45:54,292 - mmcls - INFO - ETF head : with_len : False
Name of parameter - Initialization information

backbone.layer1.0.conv1.weight - torch.Size([64, 3, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer1.0.norm1.weight - torch.Size([64]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer1.0.norm1.bias - torch.Size([64]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer1.0.conv2.weight - torch.Size([64, 64, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer1.0.norm2.weight - torch.Size([64]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer1.0.norm2.bias - torch.Size([64]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer1.0.conv3.weight - torch.Size([64, 64, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer1.0.norm3.weight - torch.Size([64]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer1.0.norm3.bias - torch.Size([64]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer1.0.downsample.0.weight - torch.Size([64, 3, 1, 1]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer1.0.downsample.1.weight - torch.Size([64]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer1.0.downsample.1.bias - torch.Size([64]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer2.0.conv1.weight - torch.Size([160, 64, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer2.0.norm1.weight - torch.Size([160]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer2.0.norm1.bias - torch.Size([160]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer2.0.conv2.weight - torch.Size([160, 160, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer2.0.norm2.weight - torch.Size([160]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer2.0.norm2.bias - torch.Size([160]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer2.0.conv3.weight - torch.Size([160, 160, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer2.0.norm3.weight - torch.Size([160]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer2.0.norm3.bias - torch.Size([160]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer2.0.downsample.0.weight - torch.Size([160, 64, 1, 1]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer2.0.downsample.1.weight - torch.Size([160]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer2.0.downsample.1.bias - torch.Size([160]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer3.0.conv1.weight - torch.Size([320, 160, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer3.0.norm1.weight - torch.Size([320]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer3.0.norm1.bias - torch.Size([320]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer3.0.conv2.weight - torch.Size([320, 320, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer3.0.norm2.weight - torch.Size([320]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer3.0.norm2.bias - torch.Size([320]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer3.0.conv3.weight - torch.Size([320, 320, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer3.0.norm3.weight - torch.Size([320]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer3.0.norm3.bias - torch.Size([320]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer3.0.downsample.0.weight - torch.Size([320, 160, 1, 1]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer3.0.downsample.1.weight - torch.Size([320]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer3.0.downsample.1.bias - torch.Size([320]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer4.0.conv1.weight - torch.Size([640, 320, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer4.0.norm1.weight - torch.Size([640]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer4.0.norm1.bias - torch.Size([640]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer4.0.conv2.weight - torch.Size([640, 640, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer4.0.norm2.weight - torch.Size([640]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer4.0.norm2.bias - torch.Size([640]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer4.0.conv3.weight - torch.Size([640, 640, 3, 3]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer4.0.norm3.weight - torch.Size([640]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer4.0.norm3.bias - torch.Size([640]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer4.0.downsample.0.weight - torch.Size([640, 320, 1, 1]): 
Initialized by user-defined `init_weights` in ResNet12  

backbone.layer4.0.downsample.1.weight - torch.Size([640]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

backbone.layer4.0.downsample.1.bias - torch.Size([640]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

neck.ln1.linear.weight - torch.Size([1280, 640]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

neck.ln1.linear.bias - torch.Size([1280]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

neck.ln1.ln.weight - torch.Size([1280]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

neck.ln1.ln.bias - torch.Size([1280]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

neck.ln2.linear.weight - torch.Size([1280, 1280]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

neck.ln2.linear.bias - torch.Size([1280]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

neck.ln2.ln.weight - torch.Size([1280]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

neck.ln2.ln.bias - torch.Size([1280]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

neck.ln3.linear.weight - torch.Size([512, 1280]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  

neck.ffn.proj.weight - torch.Size([512, 640]): 
The value is the same before and after calling `init_weights` of ImageClassifierCIL  
2023-02-02 22:46:07,008 - mmcls - INFO - Start running, host: root@DGX-108, work_dir: /opt/logger/m_imagenet_etf
2023-02-02 22:46:07,009 - mmcls - INFO - Hooks will be executed in the following order:
before_run:
(VERY_HIGH   ) StepLrUpdaterHook                  
(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) DistOptimizerHook                  
(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                     
 -------------------- 
2023-02-02 22:46:07,009 - mmcls - INFO - workflow: [('train', 1)], max: 50 epochs
2023-02-02 22:46:07,009 - mmcls - INFO - Checkpoints will be saved to /opt/logger/m_imagenet_etf by HardDiskBackend.
2023-02-02 22:46:21,936 - mmcls - INFO - Epoch [1][10/586]	lr: 6.306e-02, eta: 12:06:32, time: 1.488, data_time: 0.290, memory: 2815, loss: 4.3471, top-1: 3.2227, top-5: 12.5000
2023-02-02 22:46:22,997 - mmcls - INFO - Epoch [1][20/586]	lr: 6.369e-02, eta: 6:28:45, time: 0.105, data_time: 0.004, memory: 2815, loss: 4.0761, top-1: 5.9570, top-5: 20.7422
2023-02-02 22:46:24,006 - mmcls - INFO - Epoch [1][30/586]	lr: 6.431e-02, eta: 4:35:39, time: 0.102, data_time: 0.006, memory: 2815, loss: 3.9527, top-1: 7.8125, top-5: 26.9141
2023-02-02 22:46:25,052 - mmcls - INFO - Epoch [1][40/586]	lr: 6.494e-02, eta: 3:39:10, time: 0.103, data_time: 0.005, memory: 2815, loss: 3.8298, top-1: 8.4375, top-5: 27.3633
2023-02-02 22:46:26,106 - mmcls - INFO - Epoch [1][50/586]	lr: 6.556e-02, eta: 3:05:34, time: 0.106, data_time: 0.007, memory: 2815, loss: 3.7423, top-1: 9.4922, top-5: 29.8438
2023-02-02 22:46:27,152 - mmcls - INFO - Epoch [1][60/586]	lr: 6.619e-02, eta: 2:43:10, time: 0.106, data_time: 0.006, memory: 2815, loss: 3.6405, top-1: 11.1914, top-5: 33.5352
2023-02-02 22:46:28,230 - mmcls - INFO - Epoch [1][70/586]	lr: 6.681e-02, eta: 2:27:14, time: 0.107, data_time: 0.005, memory: 2815, loss: 3.5902, top-1: 11.8945, top-5: 34.3750
2023-02-02 22:46:29,251 - mmcls - INFO - Epoch [1][80/586]	lr: 6.744e-02, eta: 2:14:54, time: 0.100, data_time: 0.007, memory: 2815, loss: 3.5338, top-1: 12.6758, top-5: 35.9570
2023-02-02 22:46:30,248 - mmcls - INFO - Epoch [1][90/586]	lr: 6.806e-02, eta: 2:05:25, time: 0.103, data_time: 0.008, memory: 2815, loss: 3.4658, top-1: 13.6133, top-5: 37.9688
2023-02-02 22:46:31,286 - mmcls - INFO - Epoch [1][100/586]	lr: 6.869e-02, eta: 1:57:53, time: 0.104, data_time: 0.005, memory: 2815, loss: 3.4346, top-1: 14.4141, top-5: 40.0391
2023-02-02 22:46:32,273 - mmcls - INFO - Epoch [1][110/586]	lr: 6.931e-02, eta: 1:51:26, time: 0.097, data_time: 0.006, memory: 2815, loss: 3.4015, top-1: 15.1172, top-5: 40.3320
2023-02-02 22:46:33,273 - mmcls - INFO - Epoch [1][120/586]	lr: 6.994e-02, eta: 1:46:20, time: 0.104, data_time: 0.007, memory: 2815, loss: 3.3123, top-1: 15.9375, top-5: 42.9492
2023-02-02 22:46:33,763 - mmcls - INFO - Epoch [1][130/586]	lr: 7.056e-02, eta: 1:39:57, time: 0.049, data_time: 0.003, memory: 2815, loss: 3.2496, top-1: 18.2422, top-5: 45.3320
2023-02-02 22:46:34,246 - mmcls - INFO - Epoch [1][140/586]	lr: 7.119e-02, eta: 1:34:28, time: 0.048, data_time: 0.002, memory: 2815, loss: 3.2182, top-1: 17.6562, top-5: 46.0352
2023-02-02 22:46:34,722 - mmcls - INFO - Epoch [1][150/586]	lr: 7.181e-02, eta: 1:29:40, time: 0.047, data_time: 0.002, memory: 2815, loss: 3.2086, top-1: 18.4375, top-5: 46.0547
2023-02-02 22:46:35,449 - mmcls - INFO - Epoch [1][160/586]	lr: 7.244e-02, eta: 1:26:09, time: 0.070, data_time: 0.003, memory: 2815, loss: 3.1407, top-1: 19.4727, top-5: 49.5703
2023-02-02 22:46:35,923 - mmcls - INFO - Epoch [1][170/586]	lr: 7.306e-02, eta: 1:22:30, time: 0.051, data_time: 0.006, memory: 2815, loss: 3.1044, top-1: 20.2734, top-5: 50.1758
2023-02-02 22:46:36,403 - mmcls - INFO - Epoch [1][180/586]	lr: 7.369e-02, eta: 1:19:11, time: 0.048, data_time: 0.002, memory: 2815, loss: 3.0770, top-1: 20.7617, top-5: 50.8594
2023-02-02 22:46:36,893 - mmcls - INFO - Epoch [1][190/586]	lr: 7.431e-02, eta: 1:16:15, time: 0.049, data_time: 0.002, memory: 2815, loss: 3.0407, top-1: 21.1133, top-5: 51.3086
2023-02-02 22:46:37,368 - mmcls - INFO - Epoch [1][200/586]	lr: 7.494e-02, eta: 1:13:33, time: 0.047, data_time: 0.002, memory: 2815, loss: 2.9939, top-1: 21.9727, top-5: 52.7148
2023-02-02 22:46:38,260 - mmcls - INFO - Epoch [1][210/586]	lr: 7.556e-02, eta: 1:12:03, time: 0.088, data_time: 0.002, memory: 2815, loss: 2.9861, top-1: 22.1875, top-5: 53.3398
2023-02-02 22:46:39,262 - mmcls - INFO - Epoch [1][220/586]	lr: 7.619e-02, eta: 1:10:55, time: 0.098, data_time: 0.004, memory: 2815, loss: 2.8887, top-1: 23.6523, top-5: 55.4492
2023-02-02 22:46:40,277 - mmcls - INFO - Epoch [1][230/586]	lr: 7.681e-02, eta: 1:09:57, time: 0.102, data_time: 0.006, memory: 2815, loss: 2.9283, top-1: 23.4961, top-5: 54.4531
2023-02-02 22:46:41,318 - mmcls - INFO - Epoch [1][240/586]	lr: 7.744e-02, eta: 1:09:07, time: 0.104, data_time: 0.005, memory: 2815, loss: 2.8455, top-1: 25.2148, top-5: 56.5039
2023-02-02 22:46:42,334 - mmcls - INFO - Epoch [1][250/586]	lr: 7.806e-02, eta: 1:08:17, time: 0.101, data_time: 0.006, memory: 2815, loss: 2.7918, top-1: 27.0508, top-5: 58.8867
2023-02-02 22:46:43,376 - mmcls - INFO - Epoch [1][260/586]	lr: 7.869e-02, eta: 1:07:35, time: 0.105, data_time: 0.006, memory: 2815, loss: 2.8145, top-1: 25.8594, top-5: 57.2266
2023-02-02 22:46:44,464 - mmcls - INFO - Epoch [1][270/586]	lr: 7.931e-02, eta: 1:07:00, time: 0.109, data_time: 0.006, memory: 2815, loss: 2.7636, top-1: 26.9922, top-5: 59.7656
2023-02-02 22:46:45,478 - mmcls - INFO - Epoch [1][280/586]	lr: 7.994e-02, eta: 1:06:18, time: 0.099, data_time: 0.006, memory: 2815, loss: 2.7235, top-1: 29.2188, top-5: 61.0547
2023-02-02 22:46:46,509 - mmcls - INFO - Epoch [1][290/586]	lr: 8.056e-02, eta: 1:05:44, time: 0.104, data_time: 0.008, memory: 2815, loss: 2.7064, top-1: 27.8711, top-5: 60.6641
2023-02-02 22:46:47,728 - mmcls - INFO - Epoch [1][300/586]	lr: 8.119e-02, eta: 1:05:30, time: 0.124, data_time: 0.007, memory: 2815, loss: 2.6945, top-1: 27.7539, top-5: 61.5430
2023-02-02 22:46:48,861 - mmcls - INFO - Epoch [1][310/586]	lr: 8.181e-02, eta: 1:05:08, time: 0.113, data_time: 0.006, memory: 2815, loss: 2.6598, top-1: 28.7500, top-5: 62.0898
2023-02-02 22:46:49,932 - mmcls - INFO - Epoch [1][320/586]	lr: 8.244e-02, eta: 1:04:41, time: 0.107, data_time: 0.006, memory: 2815, loss: 2.5958, top-1: 30.9570, top-5: 63.7500
2023-02-02 22:46:50,932 - mmcls - INFO - Epoch [1][330/586]	lr: 8.306e-02, eta: 1:04:10, time: 0.100, data_time: 0.006, memory: 2815, loss: 2.5722, top-1: 31.1328, top-5: 65.0391
2023-02-02 22:46:51,959 - mmcls - INFO - Epoch [1][340/586]	lr: 8.369e-02, eta: 1:03:42, time: 0.102, data_time: 0.006, memory: 2815, loss: 2.5812, top-1: 30.5664, top-5: 64.7656
2023-02-02 22:46:52,961 - mmcls - INFO - Epoch [1][350/586]	lr: 8.431e-02, eta: 1:03:15, time: 0.101, data_time: 0.008, memory: 2815, loss: 2.5505, top-1: 31.1133, top-5: 64.2383
2023-02-02 22:46:53,999 - mmcls - INFO - Epoch [1][360/586]	lr: 8.494e-02, eta: 1:02:53, time: 0.106, data_time: 0.006, memory: 2815, loss: 2.5493, top-1: 31.6211, top-5: 65.1562
2023-02-02 22:46:54,982 - mmcls - INFO - Epoch [1][370/586]	lr: 8.556e-02, eta: 1:02:24, time: 0.095, data_time: 0.004, memory: 2815, loss: 2.4463, top-1: 33.5547, top-5: 67.7539
2023-02-02 22:46:55,594 - mmcls - INFO - Epoch [1][380/586]	lr: 8.619e-02, eta: 1:01:35, time: 0.066, data_time: 0.008, memory: 2815, loss: 2.4872, top-1: 33.0078, top-5: 65.9180
2023-02-02 22:46:56,116 - mmcls - INFO - Epoch [1][390/586]	lr: 8.681e-02, eta: 1:00:38, time: 0.053, data_time: 0.003, memory: 2815, loss: 2.4308, top-1: 34.7852, top-5: 66.9336
2023-02-02 22:46:56,615 - mmcls - INFO - Epoch [1][400/586]	lr: 8.744e-02, eta: 0:59:42, time: 0.050, data_time: 0.003, memory: 2815, loss: 2.4028, top-1: 35.9180, top-5: 68.1055
2023-02-02 22:46:57,326 - mmcls - INFO - Epoch [1][410/586]	lr: 8.806e-02, eta: 0:59:01, time: 0.067, data_time: 0.002, memory: 2815, loss: 2.4233, top-1: 34.9023, top-5: 67.0898
2023-02-02 22:46:57,850 - mmcls - INFO - Epoch [1][420/586]	lr: 8.869e-02, eta: 0:58:14, time: 0.056, data_time: 0.006, memory: 2815, loss: 2.4280, top-1: 34.4922, top-5: 67.0508
2023-02-02 22:46:58,338 - mmcls - INFO - Epoch [1][430/586]	lr: 8.931e-02, eta: 0:57:24, time: 0.049, data_time: 0.003, memory: 2815, loss: 2.4228, top-1: 34.1992, top-5: 66.9727
2023-02-02 22:46:58,831 - mmcls - INFO - Epoch [1][440/586]	lr: 8.994e-02, eta: 0:56:37, time: 0.049, data_time: 0.003, memory: 2815, loss: 2.3947, top-1: 35.3125, top-5: 67.1680
2023-02-02 22:46:59,323 - mmcls - INFO - Epoch [1][450/586]	lr: 9.056e-02, eta: 0:55:52, time: 0.049, data_time: 0.003, memory: 2815, loss: 2.3495, top-1: 35.5469, top-5: 69.1016
2023-02-02 22:47:00,783 - mmcls - INFO - Epoch [1][460/586]	lr: 9.119e-02, eta: 0:56:05, time: 0.139, data_time: 0.003, memory: 2815, loss: 2.3513, top-1: 36.2109, top-5: 68.9844
2023-02-02 22:47:01,959 - mmcls - INFO - Epoch [1][470/586]	lr: 9.181e-02, eta: 0:56:06, time: 0.121, data_time: 0.010, memory: 2815, loss: 2.2999, top-1: 37.5977, top-5: 70.7812
2023-02-02 22:47:03,197 - mmcls - INFO - Epoch [1][480/586]	lr: 9.244e-02, eta: 0:56:09, time: 0.125, data_time: 0.007, memory: 2815, loss: 2.3316, top-1: 36.6797, top-5: 69.6289
2023-02-02 22:47:04,905 - mmcls - INFO - Epoch [1][490/586]	lr: 9.306e-02, eta: 0:56:37, time: 0.166, data_time: 0.006, memory: 2815, loss: 2.3409, top-1: 36.3281, top-5: 69.5117
2023-02-02 22:47:06,353 - mmcls - INFO - Epoch [1][500/586]	lr: 9.369e-02, eta: 0:56:52, time: 0.145, data_time: 0.011, memory: 2815, loss: 2.2825, top-1: 38.2812, top-5: 70.3906
2023-02-02 22:47:07,808 - mmcls - INFO - Epoch [1][510/586]	lr: 9.431e-02, eta: 0:57:06, time: 0.145, data_time: 0.010, memory: 2815, loss: 2.2356, top-1: 38.3594, top-5: 70.7617
2023-02-02 22:47:09,169 - mmcls - INFO - Epoch [1][520/586]	lr: 9.494e-02, eta: 0:57:16, time: 0.139, data_time: 0.010, memory: 2815, loss: 2.2694, top-1: 37.5195, top-5: 70.4492
2023-02-02 22:47:10,652 - mmcls - INFO - Epoch [1][530/586]	lr: 9.556e-02, eta: 0:57:28, time: 0.145, data_time: 0.007, memory: 2815, loss: 2.2382, top-1: 38.8867, top-5: 71.0742
2023-02-02 22:47:12,082 - mmcls - INFO - Epoch [1][540/586]	lr: 9.619e-02, eta: 0:57:40, time: 0.145, data_time: 0.011, memory: 2815, loss: 2.1960, top-1: 38.9648, top-5: 72.0508
2023-02-02 22:47:13,419 - mmcls - INFO - Epoch [1][550/586]	lr: 9.681e-02, eta: 0:57:48, time: 0.137, data_time: 0.009, memory: 2815, loss: 2.2085, top-1: 39.5898, top-5: 71.5430
2023-02-02 22:47:14,489 - mmcls - INFO - Epoch [1][560/586]	lr: 9.744e-02, eta: 0:57:39, time: 0.107, data_time: 0.006, memory: 2815, loss: 2.1902, top-1: 39.2383, top-5: 72.4023
2023-02-02 22:47:15,578 - mmcls - INFO - Epoch [1][570/586]	lr: 9.806e-02, eta: 0:57:33, time: 0.110, data_time: 0.006, memory: 2815, loss: 2.1461, top-1: 41.0547, top-5: 73.0469
2023-02-02 22:47:16,752 - mmcls - INFO - Epoch [1][580/586]	lr: 9.869e-02, eta: 0:57:30, time: 0.117, data_time: 0.005, memory: 2815, loss: 2.1638, top-1: 39.2773, top-5: 72.0703
2023-02-02 22:47:17,250 - mmcls - INFO - Saving checkpoint at 1 epochs
2023-02-02 22:47:21,206 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 22:47:21,412 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_1.pth.
2023-02-02 22:47:21,412 - mmcls - INFO - Best acc is 39.4167 at 1 epoch.
2023-02-02 22:47:21,413 - mmcls - INFO - Epoch(val) [1][12]	acc: 39.4167
2023-02-02 22:47:24,726 - mmcls - INFO - Epoch [2][10/586]	lr: 9.969e-02, eta: 0:58:33, time: 0.327, data_time: 0.218, memory: 2815, loss: 2.1317, top-1: 40.4883, top-5: 73.2227
2023-02-02 22:47:25,735 - mmcls - INFO - Epoch [2][20/586]	lr: 1.003e-01, eta: 0:58:21, time: 0.099, data_time: 0.004, memory: 2815, loss: 2.1108, top-1: 41.4844, top-5: 73.3203
2023-02-02 22:47:27,056 - mmcls - INFO - Epoch [2][30/586]	lr: 1.009e-01, eta: 0:58:24, time: 0.132, data_time: 0.006, memory: 2815, loss: 2.1097, top-1: 40.7812, top-5: 74.5312
2023-02-02 22:47:28,643 - mmcls - INFO - Epoch [2][40/586]	lr: 1.016e-01, eta: 0:58:40, time: 0.160, data_time: 0.007, memory: 2815, loss: 2.0752, top-1: 41.0547, top-5: 74.9609
2023-02-02 22:47:30,337 - mmcls - INFO - Epoch [2][50/586]	lr: 1.022e-01, eta: 0:59:00, time: 0.169, data_time: 0.006, memory: 2815, loss: 2.0803, top-1: 42.4414, top-5: 73.8086
2023-02-02 22:47:31,774 - mmcls - INFO - Epoch [2][60/586]	lr: 1.028e-01, eta: 0:59:06, time: 0.140, data_time: 0.007, memory: 2815, loss: 2.0742, top-1: 42.5000, top-5: 73.9062
2023-02-02 22:47:33,106 - mmcls - INFO - Epoch [2][70/586]	lr: 1.034e-01, eta: 0:59:10, time: 0.136, data_time: 0.010, memory: 2815, loss: 2.0255, top-1: 43.9648, top-5: 75.3516
2023-02-02 22:47:34,518 - mmcls - INFO - Epoch [2][80/586]	lr: 1.041e-01, eta: 0:59:16, time: 0.141, data_time: 0.007, memory: 2815, loss: 2.0937, top-1: 40.8398, top-5: 73.4961
2023-02-02 22:47:35,872 - mmcls - INFO - Epoch [2][90/586]	lr: 1.047e-01, eta: 0:59:19, time: 0.135, data_time: 0.007, memory: 2815, loss: 2.0514, top-1: 42.7930, top-5: 74.6680
2023-02-02 22:47:37,510 - mmcls - INFO - Epoch [2][100/586]	lr: 1.053e-01, eta: 0:59:36, time: 0.167, data_time: 0.008, memory: 2815, loss: 2.0341, top-1: 43.3984, top-5: 74.2969
2023-02-02 22:47:38,729 - mmcls - INFO - Epoch [2][110/586]	lr: 1.059e-01, eta: 0:59:32, time: 0.120, data_time: 0.005, memory: 2815, loss: 2.0212, top-1: 43.6328, top-5: 75.1953
2023-02-02 22:47:39,812 - mmcls - INFO - Epoch [2][120/586]	lr: 1.066e-01, eta: 0:59:22, time: 0.103, data_time: 0.007, memory: 2815, loss: 2.0567, top-1: 43.7109, top-5: 74.2383
2023-02-02 22:47:41,030 - mmcls - INFO - Epoch [2][130/586]	lr: 1.072e-01, eta: 0:59:23, time: 0.128, data_time: 0.012, memory: 2815, loss: 2.0239, top-1: 42.6953, top-5: 74.6875
2023-02-02 22:47:42,015 - mmcls - INFO - Epoch [2][140/586]	lr: 1.078e-01, eta: 0:59:11, time: 0.099, data_time: 0.006, memory: 2815, loss: 2.0151, top-1: 43.1641, top-5: 75.2539
2023-02-02 22:47:43,128 - mmcls - INFO - Epoch [2][150/586]	lr: 1.084e-01, eta: 0:59:03, time: 0.105, data_time: 0.005, memory: 2815, loss: 1.9707, top-1: 44.4922, top-5: 76.7969
2023-02-02 22:47:44,628 - mmcls - INFO - Epoch [2][160/586]	lr: 1.091e-01, eta: 0:59:12, time: 0.151, data_time: 0.011, memory: 2815, loss: 1.9514, top-1: 44.4531, top-5: 76.2500
2023-02-02 22:47:46,334 - mmcls - INFO - Epoch [2][170/586]	lr: 1.097e-01, eta: 0:59:29, time: 0.174, data_time: 0.010, memory: 2815, loss: 1.9674, top-1: 44.5312, top-5: 76.4648
2023-02-02 22:47:47,433 - mmcls - INFO - Epoch [2][180/586]	lr: 1.103e-01, eta: 0:59:23, time: 0.112, data_time: 0.006, memory: 2815, loss: 1.9655, top-1: 44.6875, top-5: 76.1914
2023-02-02 22:47:48,631 - mmcls - INFO - Epoch [2][190/586]	lr: 1.109e-01, eta: 0:59:20, time: 0.120, data_time: 0.004, memory: 2815, loss: 1.9452, top-1: 45.4102, top-5: 76.6797
2023-02-02 22:47:49,578 - mmcls - INFO - Epoch [2][200/586]	lr: 1.116e-01, eta: 0:59:08, time: 0.095, data_time: 0.004, memory: 2815, loss: 1.9305, top-1: 45.9375, top-5: 75.9961
2023-02-02 22:47:50,541 - mmcls - INFO - Epoch [2][210/586]	lr: 1.122e-01, eta: 0:58:55, time: 0.093, data_time: 0.003, memory: 2815, loss: 1.8854, top-1: 46.6992, top-5: 77.4805
2023-02-02 22:47:52,011 - mmcls - INFO - Epoch [2][220/586]	lr: 1.128e-01, eta: 0:59:02, time: 0.145, data_time: 0.007, memory: 2815, loss: 1.9374, top-1: 45.2930, top-5: 76.2500
2023-02-02 22:47:53,301 - mmcls - INFO - Epoch [2][230/586]	lr: 1.134e-01, eta: 0:59:03, time: 0.132, data_time: 0.009, memory: 2815, loss: 1.9264, top-1: 45.9961, top-5: 76.2695
2023-02-02 22:47:54,373 - mmcls - INFO - Epoch [2][240/586]	lr: 1.141e-01, eta: 0:58:54, time: 0.103, data_time: 0.006, memory: 2815, loss: 1.9003, top-1: 46.7383, top-5: 77.1094
2023-02-02 22:47:55,712 - mmcls - INFO - Epoch [2][250/586]	lr: 1.147e-01, eta: 0:58:58, time: 0.140, data_time: 0.010, memory: 2815, loss: 1.8751, top-1: 46.4648, top-5: 77.7930
2023-02-02 22:47:56,710 - mmcls - INFO - Epoch [2][260/586]	lr: 1.153e-01, eta: 0:58:49, time: 0.100, data_time: 0.005, memory: 2815, loss: 1.8752, top-1: 47.0508, top-5: 77.0508
2023-02-02 22:47:58,071 - mmcls - INFO - Epoch [2][270/586]	lr: 1.159e-01, eta: 0:58:49, time: 0.129, data_time: 0.004, memory: 2815, loss: 1.8396, top-1: 47.3828, top-5: 78.4961
2023-02-02 22:47:59,628 - mmcls - INFO - Epoch [2][280/586]	lr: 1.166e-01, eta: 0:58:59, time: 0.158, data_time: 0.012, memory: 2815, loss: 1.8268, top-1: 46.8555, top-5: 78.6914
2023-02-02 22:48:01,241 - mmcls - INFO - Epoch [2][290/586]	lr: 1.172e-01, eta: 0:59:09, time: 0.157, data_time: 0.010, memory: 2815, loss: 1.8116, top-1: 47.6562, top-5: 79.0234
2023-02-02 22:48:02,603 - mmcls - INFO - Epoch [2][300/586]	lr: 1.178e-01, eta: 0:59:13, time: 0.141, data_time: 0.013, memory: 2815, loss: 1.8469, top-1: 47.4023, top-5: 77.9688
2023-02-02 22:48:04,183 - mmcls - INFO - Epoch [2][310/586]	lr: 1.184e-01, eta: 0:59:22, time: 0.158, data_time: 0.009, memory: 2815, loss: 1.8847, top-1: 46.7188, top-5: 77.3047
2023-02-02 22:48:05,598 - mmcls - INFO - Epoch [2][320/586]	lr: 1.191e-01, eta: 0:59:27, time: 0.145, data_time: 0.008, memory: 2815, loss: 1.8385, top-1: 47.3633, top-5: 78.2812
2023-02-02 22:48:06,985 - mmcls - INFO - Epoch [2][330/586]	lr: 1.197e-01, eta: 0:59:29, time: 0.137, data_time: 0.005, memory: 2815, loss: 1.7892, top-1: 48.4570, top-5: 78.6328
2023-02-02 22:48:08,364 - mmcls - INFO - Epoch [2][340/586]	lr: 1.203e-01, eta: 0:59:31, time: 0.137, data_time: 0.007, memory: 2815, loss: 1.7920, top-1: 48.2422, top-5: 78.3008
2023-02-02 22:48:09,537 - mmcls - INFO - Epoch [2][350/586]	lr: 1.209e-01, eta: 0:59:28, time: 0.119, data_time: 0.007, memory: 2815, loss: 1.7798, top-1: 48.5547, top-5: 78.8867
2023-02-02 22:48:10,672 - mmcls - INFO - Epoch [2][360/586]	lr: 1.216e-01, eta: 0:59:22, time: 0.109, data_time: 0.006, memory: 2815, loss: 1.8178, top-1: 48.1055, top-5: 78.8672
2023-02-02 22:48:11,901 - mmcls - INFO - Epoch [2][370/586]	lr: 1.222e-01, eta: 0:59:21, time: 0.127, data_time: 0.010, memory: 2815, loss: 1.8563, top-1: 47.1484, top-5: 77.4805
2023-02-02 22:48:12,854 - mmcls - INFO - Epoch [2][380/586]	lr: 1.228e-01, eta: 0:59:11, time: 0.096, data_time: 0.006, memory: 2815, loss: 1.8111, top-1: 48.5547, top-5: 78.2422
2023-02-02 22:48:13,588 - mmcls - INFO - Epoch [2][390/586]	lr: 1.234e-01, eta: 0:58:55, time: 0.076, data_time: 0.005, memory: 2815, loss: 1.7649, top-1: 49.2578, top-5: 78.9844
2023-02-02 22:48:14,598 - mmcls - INFO - Epoch [2][400/586]	lr: 1.241e-01, eta: 0:58:46, time: 0.097, data_time: 0.002, memory: 2815, loss: 1.7749, top-1: 49.0820, top-5: 78.8281
2023-02-02 22:48:15,878 - mmcls - INFO - Epoch [2][410/586]	lr: 1.247e-01, eta: 0:58:45, time: 0.124, data_time: 0.006, memory: 2815, loss: 1.7982, top-1: 47.5977, top-5: 79.0039
2023-02-02 22:48:16,866 - mmcls - INFO - Epoch [2][420/586]	lr: 1.253e-01, eta: 0:58:38, time: 0.104, data_time: 0.010, memory: 2815, loss: 1.7569, top-1: 48.7695, top-5: 79.0430
2023-02-02 22:48:17,975 - mmcls - INFO - Epoch [2][430/586]	lr: 1.259e-01, eta: 0:58:31, time: 0.105, data_time: 0.004, memory: 2815, loss: 1.7286, top-1: 50.3320, top-5: 80.0586
2023-02-02 22:48:19,354 - mmcls - INFO - Epoch [2][440/586]	lr: 1.266e-01, eta: 0:58:35, time: 0.141, data_time: 0.010, memory: 2815, loss: 1.7640, top-1: 49.0430, top-5: 79.6484
2023-02-02 22:48:20,791 - mmcls - INFO - Epoch [2][450/586]	lr: 1.272e-01, eta: 0:58:39, time: 0.144, data_time: 0.006, memory: 2815, loss: 1.7335, top-1: 49.7852, top-5: 79.4336
2023-02-02 22:48:22,199 - mmcls - INFO - Epoch [2][460/586]	lr: 1.278e-01, eta: 0:58:41, time: 0.136, data_time: 0.006, memory: 2815, loss: 1.7620, top-1: 49.1797, top-5: 78.8867
2023-02-02 22:48:23,581 - mmcls - INFO - Epoch [2][470/586]	lr: 1.284e-01, eta: 0:58:44, time: 0.141, data_time: 0.011, memory: 2815, loss: 1.7236, top-1: 49.6680, top-5: 80.1953
2023-02-02 22:48:24,638 - mmcls - INFO - Epoch [2][480/586]	lr: 1.291e-01, eta: 0:58:38, time: 0.107, data_time: 0.008, memory: 2815, loss: 1.6684, top-1: 50.8594, top-5: 80.5273
2023-02-02 22:48:25,932 - mmcls - INFO - Epoch [2][490/586]	lr: 1.297e-01, eta: 0:58:38, time: 0.130, data_time: 0.006, memory: 2815, loss: 1.6878, top-1: 50.8203, top-5: 80.8594
2023-02-02 22:48:26,952 - mmcls - INFO - Epoch [2][500/586]	lr: 1.303e-01, eta: 0:58:31, time: 0.102, data_time: 0.005, memory: 2815, loss: 1.6837, top-1: 51.0938, top-5: 80.0391
2023-02-02 22:48:28,019 - mmcls - INFO - Epoch [2][510/586]	lr: 1.309e-01, eta: 0:58:25, time: 0.106, data_time: 0.005, memory: 2815, loss: 1.6818, top-1: 50.3125, top-5: 80.6055
2023-02-02 22:48:29,635 - mmcls - INFO - Epoch [2][520/586]	lr: 1.316e-01, eta: 0:58:33, time: 0.159, data_time: 0.006, memory: 2815, loss: 1.6920, top-1: 51.0156, top-5: 80.1953
2023-02-02 22:48:31,215 - mmcls - INFO - Epoch [2][530/586]	lr: 1.322e-01, eta: 0:58:39, time: 0.155, data_time: 0.008, memory: 2815, loss: 1.6925, top-1: 49.5898, top-5: 80.5859
2023-02-02 22:48:32,613 - mmcls - INFO - Epoch [2][540/586]	lr: 1.328e-01, eta: 0:58:43, time: 0.144, data_time: 0.012, memory: 2815, loss: 1.6669, top-1: 51.7969, top-5: 80.5859
2023-02-02 22:48:33,818 - mmcls - INFO - Epoch [2][550/586]	lr: 1.334e-01, eta: 0:58:40, time: 0.120, data_time: 0.008, memory: 2815, loss: 1.6300, top-1: 52.5391, top-5: 81.0742
2023-02-02 22:48:35,232 - mmcls - INFO - Epoch [2][560/586]	lr: 1.341e-01, eta: 0:58:43, time: 0.141, data_time: 0.008, memory: 2815, loss: 1.6564, top-1: 51.1328, top-5: 80.6250
2023-02-02 22:48:36,690 - mmcls - INFO - Epoch [2][570/586]	lr: 1.347e-01, eta: 0:58:47, time: 0.147, data_time: 0.009, memory: 2815, loss: 1.6337, top-1: 52.5586, top-5: 80.6641
2023-02-02 22:48:38,072 - mmcls - INFO - Epoch [2][580/586]	lr: 1.353e-01, eta: 0:58:49, time: 0.140, data_time: 0.008, memory: 2815, loss: 1.6336, top-1: 51.8945, top-5: 81.2500
2023-02-02 22:48:38,700 - mmcls - INFO - Saving checkpoint at 2 epochs
2023-02-02 22:48:41,423 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 22:48:41,435 - mmcls - INFO - The previous best checkpoint /opt/logger/m_imagenet_etf/best_acc_epoch_1.pth was removed
2023-02-02 22:48:41,634 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_2.pth.
2023-02-02 22:48:41,635 - mmcls - INFO - Best acc is 49.0500 at 2 epoch.
2023-02-02 22:48:41,635 - mmcls - INFO - Epoch(val) [2][12]	acc: 49.0500
2023-02-02 22:48:45,515 - mmcls - INFO - Epoch [3][10/586]	lr: 1.363e-01, eta: 0:59:30, time: 0.382, data_time: 0.225, memory: 2815, loss: 1.5928, top-1: 52.8906, top-5: 82.2070
2023-02-02 22:48:46,871 - mmcls - INFO - Epoch [3][20/586]	lr: 1.369e-01, eta: 0:59:30, time: 0.132, data_time: 0.006, memory: 2815, loss: 1.6214, top-1: 52.8125, top-5: 80.9961
2023-02-02 22:48:48,108 - mmcls - INFO - Epoch [3][30/586]	lr: 1.376e-01, eta: 0:59:28, time: 0.124, data_time: 0.010, memory: 2815, loss: 1.6298, top-1: 52.5781, top-5: 80.7031
2023-02-02 22:48:49,488 - mmcls - INFO - Epoch [3][40/586]	lr: 1.382e-01, eta: 0:59:31, time: 0.143, data_time: 0.010, memory: 2815, loss: 1.6075, top-1: 52.1289, top-5: 81.4258
2023-02-02 22:48:50,964 - mmcls - INFO - Epoch [3][50/586]	lr: 1.388e-01, eta: 0:59:34, time: 0.146, data_time: 0.004, memory: 2815, loss: 1.5627, top-1: 53.7500, top-5: 82.3828
2023-02-02 22:48:52,528 - mmcls - INFO - Epoch [3][60/586]	lr: 1.394e-01, eta: 0:59:39, time: 0.155, data_time: 0.006, memory: 2815, loss: 1.6008, top-1: 52.7344, top-5: 81.5039
2023-02-02 22:48:53,518 - mmcls - INFO - Epoch [3][70/586]	lr: 1.401e-01, eta: 0:59:31, time: 0.101, data_time: 0.008, memory: 2815, loss: 1.6075, top-1: 52.6172, top-5: 81.4062
2023-02-02 22:48:54,690 - mmcls - INFO - Epoch [3][80/586]	lr: 1.407e-01, eta: 0:59:28, time: 0.117, data_time: 0.006, memory: 2815, loss: 1.6554, top-1: 52.0508, top-5: 80.2344
2023-02-02 22:48:55,785 - mmcls - INFO - Epoch [3][90/586]	lr: 1.413e-01, eta: 0:59:23, time: 0.110, data_time: 0.006, memory: 2815, loss: 1.5962, top-1: 52.9102, top-5: 81.4648
2023-02-02 22:48:56,821 - mmcls - INFO - Epoch [3][100/586]	lr: 1.419e-01, eta: 0:59:16, time: 0.105, data_time: 0.005, memory: 2815, loss: 1.5860, top-1: 52.4609, top-5: 81.6797
2023-02-02 22:48:58,251 - mmcls - INFO - Epoch [3][110/586]	lr: 1.426e-01, eta: 0:59:17, time: 0.133, data_time: 0.004, memory: 2815, loss: 1.5549, top-1: 53.6133, top-5: 82.5195
2023-02-02 22:48:59,789 - mmcls - INFO - Epoch [3][120/586]	lr: 1.432e-01, eta: 0:59:23, time: 0.162, data_time: 0.014, memory: 2815, loss: 1.5122, top-1: 54.6094, top-5: 83.1641
2023-02-02 22:49:01,225 - mmcls - INFO - Epoch [3][130/586]	lr: 1.438e-01, eta: 0:59:24, time: 0.141, data_time: 0.006, memory: 2815, loss: 1.5283, top-1: 55.0000, top-5: 82.7148
2023-02-02 22:49:02,546 - mmcls - INFO - Epoch [3][140/586]	lr: 1.444e-01, eta: 0:59:24, time: 0.133, data_time: 0.009, memory: 2815, loss: 1.5493, top-1: 54.1211, top-5: 82.4414
2023-02-02 22:49:04,028 - mmcls - INFO - Epoch [3][150/586]	lr: 1.451e-01, eta: 0:59:27, time: 0.147, data_time: 0.008, memory: 2815, loss: 1.5631, top-1: 53.4766, top-5: 81.7773
2023-02-02 22:49:05,382 - mmcls - INFO - Epoch [3][160/586]	lr: 1.457e-01, eta: 0:59:27, time: 0.132, data_time: 0.010, memory: 2815, loss: 1.5544, top-1: 53.5156, top-5: 81.7969
2023-02-02 22:49:06,806 - mmcls - INFO - Epoch [3][170/586]	lr: 1.463e-01, eta: 0:59:29, time: 0.145, data_time: 0.013, memory: 2815, loss: 1.5266, top-1: 54.8242, top-5: 82.9688
2023-02-02 22:49:08,166 - mmcls - INFO - Epoch [3][180/586]	lr: 1.469e-01, eta: 0:59:30, time: 0.139, data_time: 0.011, memory: 2815, loss: 1.5354, top-1: 54.4336, top-5: 82.9688
2023-02-02 22:49:08,691 - mmcls - INFO - Epoch [3][190/586]	lr: 1.476e-01, eta: 0:59:15, time: 0.058, data_time: 0.008, memory: 2815, loss: 1.5232, top-1: 54.0430, top-5: 83.6523
2023-02-02 22:49:09,166 - mmcls - INFO - Epoch [3][200/586]	lr: 1.482e-01, eta: 0:58:57, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.5342, top-1: 54.2188, top-5: 82.5586
2023-02-02 22:49:09,869 - mmcls - INFO - Epoch [3][210/586]	lr: 1.488e-01, eta: 0:58:44, time: 0.068, data_time: 0.002, memory: 2815, loss: 1.4910, top-1: 55.9180, top-5: 83.3203
2023-02-02 22:49:10,683 - mmcls - INFO - Epoch [3][220/586]	lr: 1.494e-01, eta: 0:58:34, time: 0.083, data_time: 0.005, memory: 2815, loss: 1.4654, top-1: 55.8008, top-5: 83.3398
2023-02-02 22:49:11,146 - mmcls - INFO - Epoch [3][230/586]	lr: 1.501e-01, eta: 0:58:17, time: 0.047, data_time: 0.004, memory: 2815, loss: 1.4900, top-1: 55.2734, top-5: 83.6719
2023-02-02 22:49:11,614 - mmcls - INFO - Epoch [3][240/586]	lr: 1.507e-01, eta: 0:58:00, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.5036, top-1: 54.7656, top-5: 82.9492
2023-02-02 22:49:12,223 - mmcls - INFO - Epoch [3][250/586]	lr: 1.513e-01, eta: 0:57:46, time: 0.057, data_time: 0.002, memory: 2815, loss: 1.4724, top-1: 56.5430, top-5: 83.1836
2023-02-02 22:49:13,488 - mmcls - INFO - Epoch [3][260/586]	lr: 1.519e-01, eta: 0:57:44, time: 0.124, data_time: 0.006, memory: 2815, loss: 1.4972, top-1: 55.4297, top-5: 82.8320
2023-02-02 22:49:15,087 - mmcls - INFO - Epoch [3][270/586]	lr: 1.526e-01, eta: 0:57:50, time: 0.161, data_time: 0.009, memory: 2815, loss: 1.4951, top-1: 55.1367, top-5: 82.9492
2023-02-02 22:49:16,753 - mmcls - INFO - Epoch [3][280/586]	lr: 1.532e-01, eta: 0:57:57, time: 0.164, data_time: 0.008, memory: 2815, loss: 1.4651, top-1: 56.0547, top-5: 83.4766
2023-02-02 22:49:18,297 - mmcls - INFO - Epoch [3][290/586]	lr: 1.538e-01, eta: 0:58:01, time: 0.153, data_time: 0.010, memory: 2815, loss: 1.4496, top-1: 56.8164, top-5: 83.3594
2023-02-02 22:49:19,662 - mmcls - INFO - Epoch [3][300/586]	lr: 1.544e-01, eta: 0:58:02, time: 0.139, data_time: 0.011, memory: 2815, loss: 1.4618, top-1: 56.0547, top-5: 83.7695
2023-02-02 22:49:21,165 - mmcls - INFO - Epoch [3][310/586]	lr: 1.551e-01, eta: 0:58:06, time: 0.151, data_time: 0.009, memory: 2815, loss: 1.4432, top-1: 55.3906, top-5: 84.5703
2023-02-02 22:49:22,602 - mmcls - INFO - Epoch [3][320/586]	lr: 1.557e-01, eta: 0:58:08, time: 0.144, data_time: 0.008, memory: 2815, loss: 1.4692, top-1: 55.5859, top-5: 83.0078
2023-02-02 22:49:24,299 - mmcls - INFO - Epoch [3][330/586]	lr: 1.563e-01, eta: 0:58:15, time: 0.168, data_time: 0.008, memory: 2815, loss: 1.4566, top-1: 57.1484, top-5: 83.4961
2023-02-02 22:49:25,586 - mmcls - INFO - Epoch [3][340/586]	lr: 1.569e-01, eta: 0:58:15, time: 0.133, data_time: 0.010, memory: 2815, loss: 1.4523, top-1: 55.8984, top-5: 83.6719
2023-02-02 22:49:26,561 - mmcls - INFO - Epoch [3][350/586]	lr: 1.576e-01, eta: 0:58:08, time: 0.098, data_time: 0.006, memory: 2815, loss: 1.4526, top-1: 56.6602, top-5: 83.6719
2023-02-02 22:49:27,834 - mmcls - INFO - Epoch [3][360/586]	lr: 1.582e-01, eta: 0:58:07, time: 0.127, data_time: 0.006, memory: 2815, loss: 1.4203, top-1: 57.2070, top-5: 83.9844
2023-02-02 22:49:28,823 - mmcls - INFO - Epoch [3][370/586]	lr: 1.588e-01, eta: 0:58:01, time: 0.098, data_time: 0.006, memory: 2815, loss: 1.4042, top-1: 57.0117, top-5: 83.9062
2023-02-02 22:49:29,835 - mmcls - INFO - Epoch [3][380/586]	lr: 1.594e-01, eta: 0:57:56, time: 0.102, data_time: 0.007, memory: 2815, loss: 1.4035, top-1: 57.7539, top-5: 84.2969
2023-02-02 22:49:31,554 - mmcls - INFO - Epoch [3][390/586]	lr: 1.601e-01, eta: 0:58:03, time: 0.172, data_time: 0.006, memory: 2815, loss: 1.4011, top-1: 56.8945, top-5: 84.6875
2023-02-02 22:49:33,053 - mmcls - INFO - Epoch [3][400/586]	lr: 1.607e-01, eta: 0:58:05, time: 0.146, data_time: 0.006, memory: 2815, loss: 1.3868, top-1: 57.6172, top-5: 84.6484
2023-02-02 22:49:34,393 - mmcls - INFO - Epoch [3][410/586]	lr: 1.613e-01, eta: 0:58:05, time: 0.136, data_time: 0.010, memory: 2815, loss: 1.3897, top-1: 58.1250, top-5: 84.7656
2023-02-02 22:49:35,717 - mmcls - INFO - Epoch [3][420/586]	lr: 1.619e-01, eta: 0:58:05, time: 0.132, data_time: 0.008, memory: 2815, loss: 1.4158, top-1: 57.1094, top-5: 83.7500
2023-02-02 22:49:36,841 - mmcls - INFO - Epoch [3][430/586]	lr: 1.626e-01, eta: 0:58:02, time: 0.114, data_time: 0.009, memory: 2815, loss: 1.4275, top-1: 56.5820, top-5: 83.6914
2023-02-02 22:49:37,803 - mmcls - INFO - Epoch [3][440/586]	lr: 1.632e-01, eta: 0:57:56, time: 0.096, data_time: 0.007, memory: 2815, loss: 1.4172, top-1: 56.9336, top-5: 84.1992
2023-02-02 22:49:38,951 - mmcls - INFO - Epoch [3][450/586]	lr: 1.638e-01, eta: 0:57:53, time: 0.117, data_time: 0.006, memory: 2815, loss: 1.3883, top-1: 57.5000, top-5: 84.5508
2023-02-02 22:49:39,697 - mmcls - INFO - Epoch [3][460/586]	lr: 1.644e-01, eta: 0:57:43, time: 0.077, data_time: 0.005, memory: 2815, loss: 1.4165, top-1: 56.8555, top-5: 84.2578
2023-02-02 22:49:40,171 - mmcls - INFO - Epoch [3][470/586]	lr: 1.651e-01, eta: 0:57:29, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.4034, top-1: 57.5000, top-5: 84.3945
2023-02-02 22:49:40,678 - mmcls - INFO - Epoch [3][480/586]	lr: 1.657e-01, eta: 0:57:15, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.4141, top-1: 57.0898, top-5: 84.4141
2023-02-02 22:49:42,005 - mmcls - INFO - Epoch [3][490/586]	lr: 1.663e-01, eta: 0:57:15, time: 0.132, data_time: 0.005, memory: 2815, loss: 1.3931, top-1: 58.2617, top-5: 83.9648
2023-02-02 22:49:42,963 - mmcls - INFO - Epoch [3][500/586]	lr: 1.669e-01, eta: 0:57:09, time: 0.096, data_time: 0.006, memory: 2815, loss: 1.3845, top-1: 58.2812, top-5: 84.6289
2023-02-02 22:49:43,889 - mmcls - INFO - Epoch [3][510/586]	lr: 1.676e-01, eta: 0:57:03, time: 0.093, data_time: 0.005, memory: 2815, loss: 1.4182, top-1: 57.0312, top-5: 84.0430
2023-02-02 22:49:45,470 - mmcls - INFO - Epoch [3][520/586]	lr: 1.682e-01, eta: 0:57:07, time: 0.156, data_time: 0.006, memory: 2815, loss: 1.3843, top-1: 58.4180, top-5: 84.3555
2023-02-02 22:49:46,977 - mmcls - INFO - Epoch [3][530/586]	lr: 1.688e-01, eta: 0:57:09, time: 0.147, data_time: 0.008, memory: 2815, loss: 1.3562, top-1: 58.6523, top-5: 84.7070
2023-02-02 22:49:48,481 - mmcls - INFO - Epoch [3][540/586]	lr: 1.694e-01, eta: 0:57:12, time: 0.151, data_time: 0.012, memory: 2815, loss: 1.3719, top-1: 58.3984, top-5: 84.0430
2023-02-02 22:49:49,893 - mmcls - INFO - Epoch [3][550/586]	lr: 1.701e-01, eta: 0:57:14, time: 0.142, data_time: 0.011, memory: 2815, loss: 1.3156, top-1: 60.0781, top-5: 85.6641
2023-02-02 22:49:51,429 - mmcls - INFO - Epoch [3][560/586]	lr: 1.707e-01, eta: 0:57:17, time: 0.153, data_time: 0.011, memory: 2815, loss: 1.3624, top-1: 58.6914, top-5: 84.9414
2023-02-02 22:49:52,724 - mmcls - INFO - Epoch [3][570/586]	lr: 1.713e-01, eta: 0:57:17, time: 0.132, data_time: 0.011, memory: 2815, loss: 1.4137, top-1: 57.5781, top-5: 83.6133
2023-02-02 22:49:54,234 - mmcls - INFO - Epoch [3][580/586]	lr: 1.719e-01, eta: 0:57:20, time: 0.151, data_time: 0.008, memory: 2815, loss: 1.3436, top-1: 58.4766, top-5: 85.4297
2023-02-02 22:49:55,107 - mmcls - INFO - Saving checkpoint at 3 epochs
2023-02-02 22:49:57,992 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 22:49:58,005 - mmcls - INFO - The previous best checkpoint /opt/logger/m_imagenet_etf/best_acc_epoch_2.pth was removed
2023-02-02 22:49:58,205 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_3.pth.
2023-02-02 22:49:58,205 - mmcls - INFO - Best acc is 61.5000 at 3 epoch.
2023-02-02 22:49:58,205 - mmcls - INFO - Epoch(val) [3][12]	acc: 61.5000
2023-02-02 22:50:01,678 - mmcls - INFO - Epoch [4][10/586]	lr: 1.729e-01, eta: 0:57:40, time: 0.341, data_time: 0.236, memory: 2815, loss: 1.3066, top-1: 60.6055, top-5: 85.5664
2023-02-02 22:50:02,658 - mmcls - INFO - Epoch [4][20/586]	lr: 1.736e-01, eta: 0:57:35, time: 0.100, data_time: 0.006, memory: 2815, loss: 1.3316, top-1: 59.1211, top-5: 85.3320
2023-02-02 22:50:04,192 - mmcls - INFO - Epoch [4][30/586]	lr: 1.742e-01, eta: 0:57:37, time: 0.147, data_time: 0.004, memory: 2815, loss: 1.3485, top-1: 58.2812, top-5: 85.0391
2023-02-02 22:50:05,695 - mmcls - INFO - Epoch [4][40/586]	lr: 1.748e-01, eta: 0:57:39, time: 0.150, data_time: 0.011, memory: 2815, loss: 1.3473, top-1: 59.1602, top-5: 85.2344
2023-02-02 22:50:07,121 - mmcls - INFO - Epoch [4][50/586]	lr: 1.754e-01, eta: 0:57:41, time: 0.145, data_time: 0.011, memory: 2815, loss: 1.3366, top-1: 59.4141, top-5: 85.2930
2023-02-02 22:50:08,372 - mmcls - INFO - Epoch [4][60/586]	lr: 1.761e-01, eta: 0:57:40, time: 0.127, data_time: 0.009, memory: 2815, loss: 1.3380, top-1: 59.6875, top-5: 84.6484
2023-02-02 22:50:09,750 - mmcls - INFO - Epoch [4][70/586]	lr: 1.767e-01, eta: 0:57:40, time: 0.138, data_time: 0.006, memory: 2815, loss: 1.3612, top-1: 58.9648, top-5: 84.6680
2023-02-02 22:50:10,880 - mmcls - INFO - Epoch [4][80/586]	lr: 1.773e-01, eta: 0:57:37, time: 0.110, data_time: 0.006, memory: 2815, loss: 1.3479, top-1: 58.7305, top-5: 85.1172
2023-02-02 22:50:12,169 - mmcls - INFO - Epoch [4][90/586]	lr: 1.779e-01, eta: 0:57:36, time: 0.132, data_time: 0.009, memory: 2815, loss: 1.3977, top-1: 56.7578, top-5: 84.3555
2023-02-02 22:50:13,268 - mmcls - INFO - Epoch [4][100/586]	lr: 1.786e-01, eta: 0:57:33, time: 0.111, data_time: 0.007, memory: 2815, loss: 1.3697, top-1: 58.5156, top-5: 84.8438
2023-02-02 22:50:14,325 - mmcls - INFO - Epoch [4][110/586]	lr: 1.792e-01, eta: 0:57:28, time: 0.105, data_time: 0.006, memory: 2815, loss: 1.3634, top-1: 58.5938, top-5: 84.5898
2023-02-02 22:50:15,613 - mmcls - INFO - Epoch [4][120/586]	lr: 1.798e-01, eta: 0:57:27, time: 0.126, data_time: 0.006, memory: 2815, loss: 1.3381, top-1: 59.5898, top-5: 84.7852
2023-02-02 22:50:17,252 - mmcls - INFO - Epoch [4][130/586]	lr: 1.804e-01, eta: 0:57:31, time: 0.161, data_time: 0.009, memory: 2815, loss: 1.3708, top-1: 57.5391, top-5: 84.8828
2023-02-02 22:50:18,750 - mmcls - INFO - Epoch [4][140/586]	lr: 1.811e-01, eta: 0:57:33, time: 0.151, data_time: 0.011, memory: 2815, loss: 1.3757, top-1: 58.1445, top-5: 84.4922
2023-02-02 22:50:20,361 - mmcls - INFO - Epoch [4][150/586]	lr: 1.817e-01, eta: 0:57:37, time: 0.162, data_time: 0.010, memory: 2815, loss: 1.3281, top-1: 60.0391, top-5: 85.2930
2023-02-02 22:50:21,674 - mmcls - INFO - Epoch [4][160/586]	lr: 1.823e-01, eta: 0:57:37, time: 0.132, data_time: 0.010, memory: 2815, loss: 1.3305, top-1: 59.9023, top-5: 85.4688
2023-02-02 22:50:23,074 - mmcls - INFO - Epoch [4][170/586]	lr: 1.829e-01, eta: 0:57:38, time: 0.140, data_time: 0.009, memory: 2815, loss: 1.2845, top-1: 60.8594, top-5: 85.3906
2023-02-02 22:50:24,428 - mmcls - INFO - Epoch [4][180/586]	lr: 1.836e-01, eta: 0:57:38, time: 0.137, data_time: 0.008, memory: 2815, loss: 1.3522, top-1: 59.4727, top-5: 84.2773
2023-02-02 22:50:25,708 - mmcls - INFO - Epoch [4][190/586]	lr: 1.842e-01, eta: 0:57:37, time: 0.127, data_time: 0.007, memory: 2815, loss: 1.3948, top-1: 57.2461, top-5: 83.9258
2023-02-02 22:50:26,246 - mmcls - INFO - Epoch [4][200/586]	lr: 1.848e-01, eta: 0:57:26, time: 0.059, data_time: 0.008, memory: 2815, loss: 1.3459, top-1: 59.1406, top-5: 85.2148
2023-02-02 22:50:26,709 - mmcls - INFO - Epoch [4][210/586]	lr: 1.854e-01, eta: 0:57:14, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.3077, top-1: 60.3711, top-5: 85.1953
2023-02-02 22:50:27,174 - mmcls - INFO - Epoch [4][220/586]	lr: 1.861e-01, eta: 0:57:02, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.3124, top-1: 60.0977, top-5: 84.8828
2023-02-02 22:50:28,078 - mmcls - INFO - Epoch [4][230/586]	lr: 1.867e-01, eta: 0:56:55, time: 0.086, data_time: 0.002, memory: 2815, loss: 1.3740, top-1: 58.7109, top-5: 84.0625
2023-02-02 22:50:28,544 - mmcls - INFO - Epoch [4][240/586]	lr: 1.873e-01, eta: 0:56:44, time: 0.051, data_time: 0.006, memory: 2815, loss: 1.3275, top-1: 59.2773, top-5: 85.5859
2023-02-02 22:50:29,010 - mmcls - INFO - Epoch [4][250/586]	lr: 1.879e-01, eta: 0:56:32, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.3118, top-1: 60.0977, top-5: 85.4102
2023-02-02 22:50:29,473 - mmcls - INFO - Epoch [4][260/586]	lr: 1.886e-01, eta: 0:56:20, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.3527, top-1: 58.9844, top-5: 84.7656
2023-02-02 22:50:29,939 - mmcls - INFO - Epoch [4][270/586]	lr: 1.892e-01, eta: 0:56:08, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.2920, top-1: 60.6055, top-5: 85.4492
2023-02-02 22:50:31,076 - mmcls - INFO - Epoch [4][280/586]	lr: 1.898e-01, eta: 0:56:05, time: 0.106, data_time: 0.003, memory: 2815, loss: 1.2796, top-1: 60.9766, top-5: 86.2891
2023-02-02 22:50:32,693 - mmcls - INFO - Epoch [4][290/586]	lr: 1.904e-01, eta: 0:56:09, time: 0.162, data_time: 0.010, memory: 2815, loss: 1.2965, top-1: 60.6445, top-5: 85.2539
2023-02-02 22:50:34,213 - mmcls - INFO - Epoch [4][300/586]	lr: 1.911e-01, eta: 0:56:11, time: 0.152, data_time: 0.010, memory: 2815, loss: 1.3530, top-1: 59.1992, top-5: 84.5508
2023-02-02 22:50:35,611 - mmcls - INFO - Epoch [4][310/586]	lr: 1.917e-01, eta: 0:56:12, time: 0.143, data_time: 0.010, memory: 2815, loss: 1.3060, top-1: 59.7656, top-5: 85.2930
2023-02-02 22:50:36,963 - mmcls - INFO - Epoch [4][320/586]	lr: 1.923e-01, eta: 0:56:12, time: 0.135, data_time: 0.007, memory: 2815, loss: 1.3059, top-1: 60.4102, top-5: 85.3516
2023-02-02 22:50:38,478 - mmcls - INFO - Epoch [4][330/586]	lr: 1.929e-01, eta: 0:56:15, time: 0.150, data_time: 0.008, memory: 2815, loss: 1.2834, top-1: 60.0391, top-5: 86.5430
2023-02-02 22:50:40,038 - mmcls - INFO - Epoch [4][340/586]	lr: 1.936e-01, eta: 0:56:17, time: 0.154, data_time: 0.009, memory: 2815, loss: 1.3247, top-1: 59.4336, top-5: 84.9609
2023-02-02 22:50:41,188 - mmcls - INFO - Epoch [4][350/586]	lr: 1.942e-01, eta: 0:56:16, time: 0.120, data_time: 0.011, memory: 2815, loss: 1.3437, top-1: 59.7461, top-5: 84.6484
2023-02-02 22:50:42,200 - mmcls - INFO - Epoch [4][360/586]	lr: 1.948e-01, eta: 0:56:11, time: 0.101, data_time: 0.005, memory: 2815, loss: 1.2946, top-1: 59.5312, top-5: 85.7227
2023-02-02 22:50:43,426 - mmcls - INFO - Epoch [4][370/586]	lr: 1.954e-01, eta: 0:56:09, time: 0.115, data_time: 0.006, memory: 2815, loss: 1.3387, top-1: 58.6914, top-5: 84.8047
2023-02-02 22:50:44,427 - mmcls - INFO - Epoch [4][380/586]	lr: 1.961e-01, eta: 0:56:06, time: 0.108, data_time: 0.013, memory: 2815, loss: 1.3084, top-1: 60.6445, top-5: 85.2734
2023-02-02 22:50:45,471 - mmcls - INFO - Epoch [4][390/586]	lr: 1.967e-01, eta: 0:56:02, time: 0.105, data_time: 0.005, memory: 2815, loss: 1.2934, top-1: 60.2734, top-5: 85.8203
2023-02-02 22:50:46,993 - mmcls - INFO - Epoch [4][400/586]	lr: 1.973e-01, eta: 0:56:04, time: 0.148, data_time: 0.004, memory: 2815, loss: 1.3015, top-1: 59.8633, top-5: 85.4297
2023-02-02 22:50:48,588 - mmcls - INFO - Epoch [4][410/586]	lr: 1.979e-01, eta: 0:56:07, time: 0.160, data_time: 0.009, memory: 2815, loss: 1.2934, top-1: 60.4297, top-5: 86.3281
2023-02-02 22:50:50,208 - mmcls - INFO - Epoch [4][420/586]	lr: 1.986e-01, eta: 0:56:10, time: 0.160, data_time: 0.008, memory: 2815, loss: 1.2966, top-1: 60.1758, top-5: 85.5273
2023-02-02 22:50:51,532 - mmcls - INFO - Epoch [4][430/586]	lr: 1.992e-01, eta: 0:56:11, time: 0.135, data_time: 0.010, memory: 2815, loss: 1.3249, top-1: 59.4531, top-5: 85.0977
2023-02-02 22:50:52,583 - mmcls - INFO - Epoch [4][440/586]	lr: 1.998e-01, eta: 0:56:07, time: 0.106, data_time: 0.007, memory: 2815, loss: 1.2937, top-1: 60.4297, top-5: 85.4492
2023-02-02 22:50:53,958 - mmcls - INFO - Epoch [4][450/586]	lr: 2.004e-01, eta: 0:56:08, time: 0.139, data_time: 0.006, memory: 2815, loss: 1.2585, top-1: 61.2695, top-5: 86.2109
2023-02-02 22:50:54,898 - mmcls - INFO - Epoch [4][460/586]	lr: 2.011e-01, eta: 0:56:03, time: 0.095, data_time: 0.005, memory: 2815, loss: 1.3266, top-1: 59.5703, top-5: 84.7852
2023-02-02 22:50:56,038 - mmcls - INFO - Epoch [4][470/586]	lr: 2.017e-01, eta: 0:56:00, time: 0.111, data_time: 0.004, memory: 2815, loss: 1.2814, top-1: 60.4492, top-5: 85.5859
2023-02-02 22:50:56,528 - mmcls - INFO - Epoch [4][480/586]	lr: 2.023e-01, eta: 0:55:50, time: 0.054, data_time: 0.007, memory: 2815, loss: 1.3295, top-1: 60.8398, top-5: 84.5117
2023-02-02 22:50:56,998 - mmcls - INFO - Epoch [4][490/586]	lr: 2.029e-01, eta: 0:55:40, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.3143, top-1: 59.8633, top-5: 85.1562
2023-02-02 22:50:57,733 - mmcls - INFO - Epoch [4][500/586]	lr: 2.036e-01, eta: 0:55:32, time: 0.066, data_time: 0.002, memory: 2815, loss: 1.2605, top-1: 61.9727, top-5: 85.9375
2023-02-02 22:50:58,591 - mmcls - INFO - Epoch [4][510/586]	lr: 2.042e-01, eta: 0:55:26, time: 0.090, data_time: 0.010, memory: 2815, loss: 1.3477, top-1: 59.6094, top-5: 84.8633
2023-02-02 22:50:59,571 - mmcls - INFO - Epoch [4][520/586]	lr: 2.048e-01, eta: 0:55:22, time: 0.098, data_time: 0.006, memory: 2815, loss: 1.2490, top-1: 61.3281, top-5: 86.4453
2023-02-02 22:51:00,676 - mmcls - INFO - Epoch [4][530/586]	lr: 2.054e-01, eta: 0:55:19, time: 0.108, data_time: 0.006, memory: 2815, loss: 1.3188, top-1: 60.3711, top-5: 84.8242
2023-02-02 22:51:02,280 - mmcls - INFO - Epoch [4][540/586]	lr: 2.061e-01, eta: 0:55:22, time: 0.157, data_time: 0.009, memory: 2815, loss: 1.2756, top-1: 60.5273, top-5: 86.1719
2023-02-02 22:51:03,731 - mmcls - INFO - Epoch [4][550/586]	lr: 2.067e-01, eta: 0:55:24, time: 0.149, data_time: 0.012, memory: 2815, loss: 1.2423, top-1: 62.2656, top-5: 86.2305
2023-02-02 22:51:05,058 - mmcls - INFO - Epoch [4][560/586]	lr: 2.073e-01, eta: 0:55:24, time: 0.133, data_time: 0.008, memory: 2815, loss: 1.2651, top-1: 61.3867, top-5: 85.9766
2023-02-02 22:51:06,441 - mmcls - INFO - Epoch [4][570/586]	lr: 2.079e-01, eta: 0:55:24, time: 0.139, data_time: 0.008, memory: 2815, loss: 1.3062, top-1: 60.2539, top-5: 85.5273
2023-02-02 22:51:07,721 - mmcls - INFO - Epoch [4][580/586]	lr: 2.086e-01, eta: 0:55:23, time: 0.124, data_time: 0.006, memory: 2815, loss: 1.3340, top-1: 59.7266, top-5: 85.0195
2023-02-02 22:51:08,458 - mmcls - INFO - Saving checkpoint at 4 epochs
2023-02-02 22:51:11,279 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 22:51:11,280 - mmcls - INFO - Epoch(val) [4][12]	acc: 57.9333
2023-02-02 22:51:14,004 - mmcls - INFO - Epoch [5][10/586]	lr: 2.096e-01, eta: 0:55:29, time: 0.270, data_time: 0.219, memory: 2815, loss: 1.2991, top-1: 60.5859, top-5: 85.5078
2023-02-02 22:51:14,702 - mmcls - INFO - Epoch [5][20/586]	lr: 2.102e-01, eta: 0:55:21, time: 0.062, data_time: 0.003, memory: 2815, loss: 1.3026, top-1: 60.2344, top-5: 85.3125
2023-02-02 22:51:15,852 - mmcls - INFO - Epoch [5][30/586]	lr: 2.108e-01, eta: 0:55:20, time: 0.120, data_time: 0.011, memory: 2815, loss: 1.2962, top-1: 60.7227, top-5: 85.7031
2023-02-02 22:51:16,752 - mmcls - INFO - Epoch [5][40/586]	lr: 2.114e-01, eta: 0:55:15, time: 0.092, data_time: 0.005, memory: 2815, loss: 1.2599, top-1: 61.7188, top-5: 85.9961
2023-02-02 22:51:17,890 - mmcls - INFO - Epoch [5][50/586]	lr: 2.121e-01, eta: 0:55:12, time: 0.111, data_time: 0.003, memory: 2815, loss: 1.2812, top-1: 60.4688, top-5: 86.0742
2023-02-02 22:51:19,548 - mmcls - INFO - Epoch [5][60/586]	lr: 2.127e-01, eta: 0:55:15, time: 0.162, data_time: 0.006, memory: 2815, loss: 1.3046, top-1: 60.2148, top-5: 85.9570
2023-02-02 22:51:20,707 - mmcls - INFO - Epoch [5][70/586]	lr: 2.133e-01, eta: 0:55:13, time: 0.116, data_time: 0.010, memory: 2815, loss: 1.3008, top-1: 60.4688, top-5: 84.8828
2023-02-02 22:51:22,310 - mmcls - INFO - Epoch [5][80/586]	lr: 2.139e-01, eta: 0:55:17, time: 0.163, data_time: 0.009, memory: 2815, loss: 1.2686, top-1: 61.8555, top-5: 86.1719
2023-02-02 22:51:23,710 - mmcls - INFO - Epoch [5][90/586]	lr: 2.146e-01, eta: 0:55:17, time: 0.137, data_time: 0.006, memory: 2815, loss: 1.2627, top-1: 61.7383, top-5: 85.7812
2023-02-02 22:51:24,902 - mmcls - INFO - Epoch [5][100/586]	lr: 2.152e-01, eta: 0:55:15, time: 0.122, data_time: 0.009, memory: 2815, loss: 1.2378, top-1: 62.1875, top-5: 86.6797
2023-02-02 22:51:25,932 - mmcls - INFO - Epoch [5][110/586]	lr: 2.158e-01, eta: 0:55:11, time: 0.098, data_time: 0.006, memory: 2815, loss: 1.2840, top-1: 61.1523, top-5: 85.7227
2023-02-02 22:51:27,141 - mmcls - INFO - Epoch [5][120/586]	lr: 2.164e-01, eta: 0:55:11, time: 0.128, data_time: 0.011, memory: 2815, loss: 1.3062, top-1: 60.0391, top-5: 85.2344
2023-02-02 22:51:28,112 - mmcls - INFO - Epoch [5][130/586]	lr: 2.171e-01, eta: 0:55:06, time: 0.095, data_time: 0.004, memory: 2815, loss: 1.2923, top-1: 60.5078, top-5: 85.8398
2023-02-02 22:51:29,301 - mmcls - INFO - Epoch [5][140/586]	lr: 2.177e-01, eta: 0:55:04, time: 0.116, data_time: 0.007, memory: 2815, loss: 1.2592, top-1: 60.0391, top-5: 86.4844
2023-02-02 22:51:30,942 - mmcls - INFO - Epoch [5][150/586]	lr: 2.183e-01, eta: 0:55:07, time: 0.162, data_time: 0.010, memory: 2815, loss: 1.2524, top-1: 61.3086, top-5: 86.0938
2023-02-02 22:51:32,470 - mmcls - INFO - Epoch [5][160/586]	lr: 2.189e-01, eta: 0:55:09, time: 0.154, data_time: 0.011, memory: 2815, loss: 1.2641, top-1: 61.2500, top-5: 86.0352
2023-02-02 22:51:33,744 - mmcls - INFO - Epoch [5][170/586]	lr: 2.196e-01, eta: 0:55:09, time: 0.127, data_time: 0.010, memory: 2815, loss: 1.2484, top-1: 61.6797, top-5: 86.5820
2023-02-02 22:51:35,225 - mmcls - INFO - Epoch [5][180/586]	lr: 2.202e-01, eta: 0:55:10, time: 0.148, data_time: 0.010, memory: 2815, loss: 1.2510, top-1: 61.5820, top-5: 86.7578
2023-02-02 22:51:36,665 - mmcls - INFO - Epoch [5][190/586]	lr: 2.208e-01, eta: 0:55:11, time: 0.146, data_time: 0.010, memory: 2815, loss: 1.2691, top-1: 61.0938, top-5: 85.9180
2023-02-02 22:51:38,140 - mmcls - INFO - Epoch [5][200/586]	lr: 2.214e-01, eta: 0:55:12, time: 0.146, data_time: 0.008, memory: 2815, loss: 1.2692, top-1: 60.7812, top-5: 86.2695
2023-02-02 22:51:39,574 - mmcls - INFO - Epoch [5][210/586]	lr: 2.221e-01, eta: 0:55:13, time: 0.140, data_time: 0.010, memory: 2815, loss: 1.2935, top-1: 60.5078, top-5: 85.8203
2023-02-02 22:51:40,626 - mmcls - INFO - Epoch [5][220/586]	lr: 2.227e-01, eta: 0:55:11, time: 0.116, data_time: 0.013, memory: 2815, loss: 1.2324, top-1: 61.9922, top-5: 86.6992
2023-02-02 22:51:41,097 - mmcls - INFO - Epoch [5][230/586]	lr: 2.233e-01, eta: 0:55:01, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.2580, top-1: 60.6641, top-5: 86.2695
2023-02-02 22:51:41,754 - mmcls - INFO - Epoch [5][240/586]	lr: 2.239e-01, eta: 0:54:54, time: 0.061, data_time: 0.003, memory: 2815, loss: 1.3334, top-1: 60.0391, top-5: 85.0195
2023-02-02 22:51:42,581 - mmcls - INFO - Epoch [5][250/586]	lr: 2.246e-01, eta: 0:54:49, time: 0.087, data_time: 0.008, memory: 2815, loss: 1.2482, top-1: 61.1914, top-5: 86.5234
2023-02-02 22:51:43,126 - mmcls - INFO - Epoch [5][260/586]	lr: 2.252e-01, eta: 0:54:40, time: 0.056, data_time: 0.004, memory: 2815, loss: 1.2196, top-1: 62.5586, top-5: 86.8164
2023-02-02 22:51:43,595 - mmcls - INFO - Epoch [5][270/586]	lr: 2.258e-01, eta: 0:54:31, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.2381, top-1: 62.2852, top-5: 86.4258
2023-02-02 22:51:44,060 - mmcls - INFO - Epoch [5][280/586]	lr: 2.264e-01, eta: 0:54:22, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.2600, top-1: 61.4258, top-5: 85.5859
2023-02-02 22:51:44,547 - mmcls - INFO - Epoch [5][290/586]	lr: 2.271e-01, eta: 0:54:14, time: 0.049, data_time: 0.003, memory: 2815, loss: 1.2892, top-1: 60.7031, top-5: 85.5859
2023-02-02 22:51:45,747 - mmcls - INFO - Epoch [5][300/586]	lr: 2.277e-01, eta: 0:54:12, time: 0.114, data_time: 0.003, memory: 2815, loss: 1.2269, top-1: 61.8945, top-5: 86.5430
2023-02-02 22:51:47,177 - mmcls - INFO - Epoch [5][310/586]	lr: 2.283e-01, eta: 0:54:13, time: 0.143, data_time: 0.008, memory: 2815, loss: 1.3356, top-1: 57.9102, top-5: 85.9180
2023-02-02 22:51:48,733 - mmcls - INFO - Epoch [5][320/586]	lr: 2.289e-01, eta: 0:54:15, time: 0.157, data_time: 0.008, memory: 2815, loss: 1.2708, top-1: 61.1719, top-5: 86.2891
2023-02-02 22:51:50,300 - mmcls - INFO - Epoch [5][330/586]	lr: 2.296e-01, eta: 0:54:17, time: 0.154, data_time: 0.007, memory: 2815, loss: 1.3038, top-1: 60.6836, top-5: 85.1758
2023-02-02 22:51:51,584 - mmcls - INFO - Epoch [5][340/586]	lr: 2.302e-01, eta: 0:54:17, time: 0.131, data_time: 0.009, memory: 2815, loss: 1.2608, top-1: 60.8398, top-5: 86.1719
2023-02-02 22:51:53,151 - mmcls - INFO - Epoch [5][350/586]	lr: 2.308e-01, eta: 0:54:19, time: 0.156, data_time: 0.007, memory: 2815, loss: 1.2802, top-1: 61.2500, top-5: 85.7812
2023-02-02 22:51:54,523 - mmcls - INFO - Epoch [5][360/586]	lr: 2.314e-01, eta: 0:54:19, time: 0.135, data_time: 0.008, memory: 2815, loss: 1.2808, top-1: 61.0352, top-5: 85.7227
2023-02-02 22:51:56,003 - mmcls - INFO - Epoch [5][370/586]	lr: 2.321e-01, eta: 0:54:20, time: 0.148, data_time: 0.010, memory: 2815, loss: 1.2376, top-1: 61.8555, top-5: 86.9336
2023-02-02 22:51:57,009 - mmcls - INFO - Epoch [5][380/586]	lr: 2.327e-01, eta: 0:54:17, time: 0.104, data_time: 0.010, memory: 2815, loss: 1.2626, top-1: 61.6992, top-5: 85.9570
2023-02-02 22:51:58,161 - mmcls - INFO - Epoch [5][390/586]	lr: 2.333e-01, eta: 0:54:15, time: 0.114, data_time: 0.006, memory: 2815, loss: 1.2768, top-1: 60.8008, top-5: 85.9180
2023-02-02 22:51:59,150 - mmcls - INFO - Epoch [5][400/586]	lr: 2.339e-01, eta: 0:54:12, time: 0.101, data_time: 0.007, memory: 2815, loss: 1.2703, top-1: 61.0156, top-5: 85.9766
2023-02-02 22:52:00,096 - mmcls - INFO - Epoch [5][410/586]	lr: 2.346e-01, eta: 0:54:08, time: 0.094, data_time: 0.005, memory: 2815, loss: 1.2881, top-1: 60.9766, top-5: 85.4492
2023-02-02 22:52:01,060 - mmcls - INFO - Epoch [5][420/586]	lr: 2.352e-01, eta: 0:54:04, time: 0.096, data_time: 0.005, memory: 2815, loss: 1.2599, top-1: 61.1523, top-5: 86.3281
2023-02-02 22:52:02,088 - mmcls - INFO - Epoch [5][430/586]	lr: 2.358e-01, eta: 0:54:01, time: 0.102, data_time: 0.006, memory: 2815, loss: 1.3200, top-1: 60.5664, top-5: 84.9805
2023-02-02 22:52:03,062 - mmcls - INFO - Epoch [5][440/586]	lr: 2.364e-01, eta: 0:53:57, time: 0.098, data_time: 0.006, memory: 2815, loss: 1.2930, top-1: 60.3711, top-5: 86.0547
2023-02-02 22:52:03,991 - mmcls - INFO - Epoch [5][450/586]	lr: 2.371e-01, eta: 0:53:53, time: 0.093, data_time: 0.006, memory: 2815, loss: 1.2440, top-1: 62.0703, top-5: 86.3867
2023-02-02 22:52:04,964 - mmcls - INFO - Epoch [5][460/586]	lr: 2.377e-01, eta: 0:53:50, time: 0.096, data_time: 0.005, memory: 2815, loss: 1.2583, top-1: 61.7383, top-5: 86.3281
2023-02-02 22:52:05,775 - mmcls - INFO - Epoch [5][470/586]	lr: 2.383e-01, eta: 0:53:45, time: 0.085, data_time: 0.007, memory: 2815, loss: 1.2452, top-1: 61.7188, top-5: 86.6406
2023-02-02 22:52:06,248 - mmcls - INFO - Epoch [5][480/586]	lr: 2.389e-01, eta: 0:53:37, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.2914, top-1: 60.3906, top-5: 85.5469
2023-02-02 22:52:06,728 - mmcls - INFO - Epoch [5][490/586]	lr: 2.396e-01, eta: 0:53:29, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.2285, top-1: 62.5000, top-5: 87.1484
2023-02-02 22:52:07,199 - mmcls - INFO - Epoch [5][500/586]	lr: 2.402e-01, eta: 0:53:20, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.2303, top-1: 62.9492, top-5: 86.3867
2023-02-02 22:52:07,938 - mmcls - INFO - Epoch [5][510/586]	lr: 2.408e-01, eta: 0:53:15, time: 0.074, data_time: 0.003, memory: 2815, loss: 1.2297, top-1: 62.1680, top-5: 86.8164
2023-02-02 22:52:08,408 - mmcls - INFO - Epoch [5][520/586]	lr: 2.414e-01, eta: 0:53:07, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.2126, top-1: 62.8320, top-5: 86.7383
2023-02-02 22:52:08,880 - mmcls - INFO - Epoch [5][530/586]	lr: 2.421e-01, eta: 0:52:59, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.2154, top-1: 63.1055, top-5: 86.9336
2023-02-02 22:52:09,355 - mmcls - INFO - Epoch [5][540/586]	lr: 2.427e-01, eta: 0:52:51, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.2365, top-1: 62.5391, top-5: 86.3086
2023-02-02 22:52:09,856 - mmcls - INFO - Epoch [5][550/586]	lr: 2.433e-01, eta: 0:52:43, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.2617, top-1: 61.3672, top-5: 85.5469
2023-02-02 22:52:10,882 - mmcls - INFO - Epoch [5][560/586]	lr: 2.439e-01, eta: 0:52:40, time: 0.101, data_time: 0.005, memory: 2815, loss: 1.2973, top-1: 61.2500, top-5: 84.4922
2023-02-02 22:52:11,942 - mmcls - INFO - Epoch [5][570/586]	lr: 2.446e-01, eta: 0:52:38, time: 0.108, data_time: 0.007, memory: 2815, loss: 1.2318, top-1: 61.4258, top-5: 86.9922
2023-02-02 22:52:12,946 - mmcls - INFO - Epoch [5][580/586]	lr: 2.452e-01, eta: 0:52:35, time: 0.099, data_time: 0.004, memory: 2815, loss: 1.2514, top-1: 61.2305, top-5: 85.9570
2023-02-02 22:52:13,475 - mmcls - INFO - Saving checkpoint at 5 epochs
2023-02-02 22:52:16,258 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 22:52:16,259 - mmcls - INFO - Epoch(val) [5][12]	acc: 60.4500
2023-02-02 22:52:19,019 - mmcls - INFO - Epoch [6][10/586]	lr: 2.462e-01, eta: 0:52:40, time: 0.274, data_time: 0.217, memory: 2815, loss: 1.2343, top-1: 62.8711, top-5: 86.2109
2023-02-02 22:52:19,492 - mmcls - INFO - Epoch [6][20/586]	lr: 2.468e-01, eta: 0:52:33, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.2829, top-1: 61.5039, top-5: 85.5078
2023-02-02 22:52:19,954 - mmcls - INFO - Epoch [6][30/586]	lr: 2.474e-01, eta: 0:52:25, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.2775, top-1: 61.2305, top-5: 85.5469
2023-02-02 22:52:20,690 - mmcls - INFO - Epoch [6][40/586]	lr: 2.481e-01, eta: 0:52:20, time: 0.074, data_time: 0.002, memory: 2815, loss: 1.2266, top-1: 62.4805, top-5: 86.9922
2023-02-02 22:52:21,167 - mmcls - INFO - Epoch [6][50/586]	lr: 2.487e-01, eta: 0:52:12, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.3084, top-1: 60.2148, top-5: 85.5273
2023-02-02 22:52:21,642 - mmcls - INFO - Epoch [6][60/586]	lr: 2.493e-01, eta: 0:52:05, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.2844, top-1: 60.5859, top-5: 86.1328
2023-02-02 22:52:22,111 - mmcls - INFO - Epoch [6][70/586]	lr: 2.499e-01, eta: 0:51:57, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.2918, top-1: 61.1914, top-5: 85.1562
2023-02-02 22:52:22,580 - mmcls - INFO - Epoch [6][80/586]	lr: 2.500e-01, eta: 0:51:50, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.2789, top-1: 60.5273, top-5: 86.3672
2023-02-02 22:52:23,500 - mmcls - INFO - Epoch [6][90/586]	lr: 2.500e-01, eta: 0:51:46, time: 0.088, data_time: 0.002, memory: 2815, loss: 1.3215, top-1: 59.5703, top-5: 85.0781
2023-02-02 22:52:24,459 - mmcls - INFO - Epoch [6][100/586]	lr: 2.500e-01, eta: 0:51:43, time: 0.097, data_time: 0.007, memory: 2815, loss: 1.3085, top-1: 61.1133, top-5: 85.2930
2023-02-02 22:52:25,432 - mmcls - INFO - Epoch [6][110/586]	lr: 2.500e-01, eta: 0:51:40, time: 0.099, data_time: 0.006, memory: 2815, loss: 1.2746, top-1: 61.3867, top-5: 85.6641
2023-02-02 22:52:26,412 - mmcls - INFO - Epoch [6][120/586]	lr: 2.500e-01, eta: 0:51:37, time: 0.098, data_time: 0.004, memory: 2815, loss: 1.2450, top-1: 61.6797, top-5: 85.8594
2023-02-02 22:52:27,437 - mmcls - INFO - Epoch [6][130/586]	lr: 2.500e-01, eta: 0:51:35, time: 0.100, data_time: 0.004, memory: 2815, loss: 1.2974, top-1: 61.1914, top-5: 85.2734
2023-02-02 22:52:28,472 - mmcls - INFO - Epoch [6][140/586]	lr: 2.500e-01, eta: 0:51:32, time: 0.104, data_time: 0.007, memory: 2815, loss: 1.2499, top-1: 61.4062, top-5: 86.5625
2023-02-02 22:52:29,521 - mmcls - INFO - Epoch [6][150/586]	lr: 2.500e-01, eta: 0:51:30, time: 0.105, data_time: 0.006, memory: 2815, loss: 1.2077, top-1: 63.3984, top-5: 86.5039
2023-02-02 22:52:30,564 - mmcls - INFO - Epoch [6][160/586]	lr: 2.500e-01, eta: 0:51:28, time: 0.104, data_time: 0.006, memory: 2815, loss: 1.2302, top-1: 62.2656, top-5: 86.3086
2023-02-02 22:52:31,621 - mmcls - INFO - Epoch [6][170/586]	lr: 2.500e-01, eta: 0:51:25, time: 0.104, data_time: 0.006, memory: 2815, loss: 1.2149, top-1: 62.7734, top-5: 86.9141
2023-02-02 22:52:32,590 - mmcls - INFO - Epoch [6][180/586]	lr: 2.500e-01, eta: 0:51:22, time: 0.100, data_time: 0.008, memory: 2815, loss: 1.2387, top-1: 61.9141, top-5: 86.8945
2023-02-02 22:52:33,541 - mmcls - INFO - Epoch [6][190/586]	lr: 2.500e-01, eta: 0:51:19, time: 0.096, data_time: 0.005, memory: 2815, loss: 1.2101, top-1: 63.1055, top-5: 86.8750
2023-02-02 22:52:34,552 - mmcls - INFO - Epoch [6][200/586]	lr: 2.500e-01, eta: 0:51:17, time: 0.097, data_time: 0.004, memory: 2815, loss: 1.2396, top-1: 61.9922, top-5: 86.2891
2023-02-02 22:52:35,537 - mmcls - INFO - Epoch [6][210/586]	lr: 2.500e-01, eta: 0:51:14, time: 0.101, data_time: 0.009, memory: 2815, loss: 1.2210, top-1: 62.9492, top-5: 86.6602
2023-02-02 22:52:36,633 - mmcls - INFO - Epoch [6][220/586]	lr: 2.500e-01, eta: 0:51:12, time: 0.109, data_time: 0.006, memory: 2815, loss: 1.2326, top-1: 61.6602, top-5: 86.9531
2023-02-02 22:52:37,571 - mmcls - INFO - Epoch [6][230/586]	lr: 2.500e-01, eta: 0:51:09, time: 0.096, data_time: 0.006, memory: 2815, loss: 1.3230, top-1: 60.0000, top-5: 84.8438
2023-02-02 22:52:38,558 - mmcls - INFO - Epoch [6][240/586]	lr: 2.500e-01, eta: 0:51:06, time: 0.097, data_time: 0.004, memory: 2815, loss: 1.2529, top-1: 62.1484, top-5: 85.5469
2023-02-02 22:52:39,542 - mmcls - INFO - Epoch [6][250/586]	lr: 2.500e-01, eta: 0:51:03, time: 0.096, data_time: 0.006, memory: 2815, loss: 1.2227, top-1: 62.5195, top-5: 87.0312
2023-02-02 22:52:40,148 - mmcls - INFO - Epoch [6][260/586]	lr: 2.500e-01, eta: 0:50:58, time: 0.066, data_time: 0.008, memory: 2815, loss: 1.2697, top-1: 60.8789, top-5: 85.8594
2023-02-02 22:52:40,634 - mmcls - INFO - Epoch [6][270/586]	lr: 2.500e-01, eta: 0:50:51, time: 0.049, data_time: 0.003, memory: 2815, loss: 1.2877, top-1: 60.6250, top-5: 85.7227
2023-02-02 22:52:41,128 - mmcls - INFO - Epoch [6][280/586]	lr: 2.500e-01, eta: 0:50:45, time: 0.049, data_time: 0.002, memory: 2815, loss: 1.2132, top-1: 62.7734, top-5: 86.9336
2023-02-02 22:52:41,824 - mmcls - INFO - Epoch [6][290/586]	lr: 2.500e-01, eta: 0:50:40, time: 0.069, data_time: 0.003, memory: 2815, loss: 1.2067, top-1: 62.6758, top-5: 86.7578
2023-02-02 22:52:42,463 - mmcls - INFO - Epoch [6][300/586]	lr: 2.500e-01, eta: 0:50:34, time: 0.066, data_time: 0.003, memory: 2815, loss: 1.2180, top-1: 62.9688, top-5: 85.9375
2023-02-02 22:52:43,056 - mmcls - INFO - Epoch [6][310/586]	lr: 2.500e-01, eta: 0:50:28, time: 0.059, data_time: 0.002, memory: 2815, loss: 1.2729, top-1: 61.2305, top-5: 86.0156
2023-02-02 22:52:43,591 - mmcls - INFO - Epoch [6][320/586]	lr: 2.500e-01, eta: 0:50:22, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.2163, top-1: 62.1875, top-5: 87.0703
2023-02-02 22:52:44,082 - mmcls - INFO - Epoch [6][330/586]	lr: 2.500e-01, eta: 0:50:16, time: 0.049, data_time: 0.003, memory: 2815, loss: 1.2372, top-1: 62.5977, top-5: 85.9375
2023-02-02 22:52:45,215 - mmcls - INFO - Epoch [6][340/586]	lr: 2.500e-01, eta: 0:50:14, time: 0.110, data_time: 0.003, memory: 2815, loss: 1.2010, top-1: 63.1250, top-5: 87.2070
2023-02-02 22:52:46,226 - mmcls - INFO - Epoch [6][350/586]	lr: 2.500e-01, eta: 0:50:12, time: 0.101, data_time: 0.005, memory: 2815, loss: 1.2150, top-1: 62.1875, top-5: 86.9922
2023-02-02 22:52:47,274 - mmcls - INFO - Epoch [6][360/586]	lr: 2.500e-01, eta: 0:50:10, time: 0.106, data_time: 0.006, memory: 2815, loss: 1.2231, top-1: 62.6758, top-5: 86.6211
2023-02-02 22:52:48,351 - mmcls - INFO - Epoch [6][370/586]	lr: 2.500e-01, eta: 0:50:08, time: 0.106, data_time: 0.004, memory: 2815, loss: 1.2329, top-1: 61.8555, top-5: 86.5039
2023-02-02 22:52:49,401 - mmcls - INFO - Epoch [6][380/586]	lr: 2.500e-01, eta: 0:50:06, time: 0.104, data_time: 0.006, memory: 2815, loss: 1.2124, top-1: 62.6953, top-5: 86.7969
2023-02-02 22:52:50,424 - mmcls - INFO - Epoch [6][390/586]	lr: 2.500e-01, eta: 0:50:04, time: 0.103, data_time: 0.006, memory: 2815, loss: 1.2218, top-1: 61.8164, top-5: 87.1289
2023-02-02 22:52:51,447 - mmcls - INFO - Epoch [6][400/586]	lr: 2.500e-01, eta: 0:50:02, time: 0.102, data_time: 0.006, memory: 2815, loss: 1.2410, top-1: 61.6406, top-5: 86.3477
2023-02-02 22:52:52,449 - mmcls - INFO - Epoch [6][410/586]	lr: 2.500e-01, eta: 0:49:59, time: 0.100, data_time: 0.006, memory: 2815, loss: 1.2376, top-1: 62.4023, top-5: 86.1133
2023-02-02 22:52:53,459 - mmcls - INFO - Epoch [6][420/586]	lr: 2.500e-01, eta: 0:49:57, time: 0.102, data_time: 0.006, memory: 2815, loss: 1.2010, top-1: 63.1055, top-5: 87.0508
2023-02-02 22:52:54,637 - mmcls - INFO - Epoch [6][430/586]	lr: 2.500e-01, eta: 0:49:56, time: 0.111, data_time: 0.005, memory: 2815, loss: 1.2899, top-1: 60.5859, top-5: 85.8789
2023-02-02 22:52:56,128 - mmcls - INFO - Epoch [6][440/586]	lr: 2.500e-01, eta: 0:49:57, time: 0.152, data_time: 0.012, memory: 2815, loss: 1.2241, top-1: 62.8711, top-5: 85.9375
2023-02-02 22:52:57,411 - mmcls - INFO - Epoch [6][450/586]	lr: 2.500e-01, eta: 0:49:57, time: 0.130, data_time: 0.009, memory: 2815, loss: 1.2607, top-1: 62.1875, top-5: 85.5664
2023-02-02 22:52:58,827 - mmcls - INFO - Epoch [6][460/586]	lr: 2.500e-01, eta: 0:49:58, time: 0.143, data_time: 0.008, memory: 2815, loss: 1.2384, top-1: 62.3438, top-5: 86.4062
2023-02-02 22:53:00,247 - mmcls - INFO - Epoch [6][470/586]	lr: 2.500e-01, eta: 0:49:59, time: 0.141, data_time: 0.007, memory: 2815, loss: 1.1960, top-1: 63.8477, top-5: 87.1680
2023-02-02 22:53:01,281 - mmcls - INFO - Epoch [6][480/586]	lr: 2.500e-01, eta: 0:49:57, time: 0.105, data_time: 0.008, memory: 2815, loss: 1.2190, top-1: 62.9883, top-5: 86.7969
2023-02-02 22:53:02,557 - mmcls - INFO - Epoch [6][490/586]	lr: 2.500e-01, eta: 0:49:56, time: 0.127, data_time: 0.006, memory: 2815, loss: 1.1904, top-1: 63.9844, top-5: 86.8164
2023-02-02 22:53:04,153 - mmcls - INFO - Epoch [6][500/586]	lr: 2.500e-01, eta: 0:49:58, time: 0.157, data_time: 0.007, memory: 2815, loss: 1.2211, top-1: 62.2461, top-5: 87.0117
2023-02-02 22:53:05,224 - mmcls - INFO - Epoch [6][510/586]	lr: 2.500e-01, eta: 0:49:57, time: 0.114, data_time: 0.010, memory: 2815, loss: 1.2505, top-1: 62.2070, top-5: 85.8984
2023-02-02 22:53:05,931 - mmcls - INFO - Epoch [6][520/586]	lr: 2.500e-01, eta: 0:49:52, time: 0.070, data_time: 0.003, memory: 2815, loss: 1.2395, top-1: 61.8750, top-5: 86.4844
2023-02-02 22:53:06,729 - mmcls - INFO - Epoch [6][530/586]	lr: 2.500e-01, eta: 0:49:48, time: 0.076, data_time: 0.004, memory: 2815, loss: 1.2046, top-1: 63.2227, top-5: 86.9336
2023-02-02 22:53:07,642 - mmcls - INFO - Epoch [6][540/586]	lr: 2.500e-01, eta: 0:49:46, time: 0.096, data_time: 0.008, memory: 2815, loss: 1.2307, top-1: 62.0312, top-5: 86.7578
2023-02-02 22:53:08,391 - mmcls - INFO - Epoch [6][550/586]	lr: 2.500e-01, eta: 0:49:42, time: 0.074, data_time: 0.003, memory: 2815, loss: 1.2181, top-1: 62.6367, top-5: 86.8750
2023-02-02 22:53:09,112 - mmcls - INFO - Epoch [6][560/586]	lr: 2.500e-01, eta: 0:49:37, time: 0.072, data_time: 0.004, memory: 2815, loss: 1.2117, top-1: 64.1602, top-5: 86.7578
2023-02-02 22:53:10,486 - mmcls - INFO - Epoch [6][570/586]	lr: 2.500e-01, eta: 0:49:37, time: 0.134, data_time: 0.004, memory: 2815, loss: 1.1954, top-1: 63.3594, top-5: 87.0898
2023-02-02 22:53:11,630 - mmcls - INFO - Epoch [6][580/586]	lr: 2.500e-01, eta: 0:49:36, time: 0.114, data_time: 0.007, memory: 2815, loss: 1.2378, top-1: 62.3242, top-5: 85.8789
2023-02-02 22:53:12,282 - mmcls - INFO - Saving checkpoint at 6 epochs
2023-02-02 22:53:15,198 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 22:53:15,199 - mmcls - INFO - Epoch(val) [6][12]	acc: 56.3500
2023-02-02 22:53:18,830 - mmcls - INFO - Epoch [7][10/586]	lr: 2.500e-01, eta: 0:49:47, time: 0.358, data_time: 0.222, memory: 2815, loss: 1.2089, top-1: 63.1641, top-5: 86.6992
2023-02-02 22:53:20,261 - mmcls - INFO - Epoch [7][20/586]	lr: 2.500e-01, eta: 0:49:48, time: 0.143, data_time: 0.005, memory: 2815, loss: 1.1869, top-1: 63.5156, top-5: 86.9922
2023-02-02 22:53:21,702 - mmcls - INFO - Epoch [7][30/586]	lr: 2.500e-01, eta: 0:49:48, time: 0.139, data_time: 0.005, memory: 2815, loss: 1.2174, top-1: 63.4570, top-5: 86.2109
2023-02-02 22:53:23,110 - mmcls - INFO - Epoch [7][40/586]	lr: 2.500e-01, eta: 0:49:49, time: 0.143, data_time: 0.010, memory: 2815, loss: 1.1761, top-1: 63.3398, top-5: 87.5977
2023-02-02 22:53:24,758 - mmcls - INFO - Epoch [7][50/586]	lr: 2.500e-01, eta: 0:49:52, time: 0.167, data_time: 0.008, memory: 2815, loss: 1.2264, top-1: 62.8320, top-5: 86.1719
2023-02-02 22:53:26,184 - mmcls - INFO - Epoch [7][60/586]	lr: 2.500e-01, eta: 0:49:52, time: 0.139, data_time: 0.006, memory: 2815, loss: 1.2253, top-1: 62.7344, top-5: 86.4648
2023-02-02 22:53:27,539 - mmcls - INFO - Epoch [7][70/586]	lr: 2.500e-01, eta: 0:49:52, time: 0.135, data_time: 0.010, memory: 2815, loss: 1.2053, top-1: 62.5586, top-5: 87.7539
2023-02-02 22:53:29,059 - mmcls - INFO - Epoch [7][80/586]	lr: 2.500e-01, eta: 0:49:54, time: 0.152, data_time: 0.010, memory: 2815, loss: 1.2961, top-1: 60.6055, top-5: 85.6641
2023-02-02 22:53:29,605 - mmcls - INFO - Epoch [7][90/586]	lr: 2.500e-01, eta: 0:49:49, time: 0.062, data_time: 0.009, memory: 2815, loss: 1.2165, top-1: 62.8125, top-5: 86.7578
2023-02-02 22:53:30,841 - mmcls - INFO - Epoch [7][100/586]	lr: 2.500e-01, eta: 0:49:48, time: 0.118, data_time: 0.003, memory: 2815, loss: 1.2133, top-1: 63.0078, top-5: 86.8359
2023-02-02 22:53:32,069 - mmcls - INFO - Epoch [7][110/586]	lr: 2.500e-01, eta: 0:49:47, time: 0.124, data_time: 0.008, memory: 2815, loss: 1.1969, top-1: 63.7305, top-5: 86.6992
2023-02-02 22:53:33,721 - mmcls - INFO - Epoch [7][120/586]	lr: 2.500e-01, eta: 0:49:49, time: 0.161, data_time: 0.007, memory: 2815, loss: 1.1682, top-1: 64.7852, top-5: 87.3047
2023-02-02 22:53:35,571 - mmcls - INFO - Epoch [7][130/586]	lr: 2.500e-01, eta: 0:49:52, time: 0.184, data_time: 0.011, memory: 2815, loss: 1.2296, top-1: 62.5391, top-5: 86.2109
2023-02-02 22:53:37,616 - mmcls - INFO - Epoch [7][140/586]	lr: 2.500e-01, eta: 0:49:57, time: 0.200, data_time: 0.012, memory: 2815, loss: 1.1768, top-1: 63.7695, top-5: 87.2852
2023-02-02 22:53:39,537 - mmcls - INFO - Epoch [7][150/586]	lr: 2.500e-01, eta: 0:50:02, time: 0.198, data_time: 0.016, memory: 2815, loss: 1.2023, top-1: 63.9258, top-5: 86.7773
2023-02-02 22:53:41,421 - mmcls - INFO - Epoch [7][160/586]	lr: 2.500e-01, eta: 0:50:05, time: 0.188, data_time: 0.010, memory: 2815, loss: 1.2120, top-1: 62.9492, top-5: 86.9141
2023-02-02 22:53:43,285 - mmcls - INFO - Epoch [7][170/586]	lr: 2.500e-01, eta: 0:50:09, time: 0.186, data_time: 0.010, memory: 2815, loss: 1.1907, top-1: 62.9297, top-5: 87.2656
2023-02-02 22:53:45,199 - mmcls - INFO - Epoch [7][180/586]	lr: 2.500e-01, eta: 0:50:13, time: 0.191, data_time: 0.010, memory: 2815, loss: 1.1844, top-1: 64.0039, top-5: 87.3438
2023-02-02 22:53:47,028 - mmcls - INFO - Epoch [7][190/586]	lr: 2.500e-01, eta: 0:50:16, time: 0.182, data_time: 0.011, memory: 2815, loss: 1.2341, top-1: 61.7773, top-5: 86.6211
2023-02-02 22:53:48,808 - mmcls - INFO - Epoch [7][200/586]	lr: 2.500e-01, eta: 0:50:19, time: 0.178, data_time: 0.011, memory: 2815, loss: 1.2626, top-1: 61.4844, top-5: 86.4062
2023-02-02 22:53:50,685 - mmcls - INFO - Epoch [7][210/586]	lr: 2.500e-01, eta: 0:50:23, time: 0.189, data_time: 0.011, memory: 2815, loss: 1.2514, top-1: 61.5039, top-5: 86.5039
2023-02-02 22:53:52,494 - mmcls - INFO - Epoch [7][220/586]	lr: 2.500e-01, eta: 0:50:26, time: 0.181, data_time: 0.011, memory: 2815, loss: 1.2195, top-1: 62.8516, top-5: 86.7773
2023-02-02 22:53:54,322 - mmcls - INFO - Epoch [7][230/586]	lr: 2.500e-01, eta: 0:50:29, time: 0.183, data_time: 0.010, memory: 2815, loss: 1.2054, top-1: 62.6367, top-5: 86.6211
2023-02-02 22:53:56,216 - mmcls - INFO - Epoch [7][240/586]	lr: 2.500e-01, eta: 0:50:33, time: 0.187, data_time: 0.009, memory: 2815, loss: 1.1841, top-1: 64.2383, top-5: 86.5039
2023-02-02 22:53:58,129 - mmcls - INFO - Epoch [7][250/586]	lr: 2.500e-01, eta: 0:50:37, time: 0.193, data_time: 0.011, memory: 2815, loss: 1.1826, top-1: 63.7891, top-5: 87.1094
2023-02-02 22:53:59,892 - mmcls - INFO - Epoch [7][260/586]	lr: 2.500e-01, eta: 0:50:39, time: 0.176, data_time: 0.010, memory: 2815, loss: 1.2068, top-1: 62.7148, top-5: 86.9141
2023-02-02 22:54:01,928 - mmcls - INFO - Epoch [7][270/586]	lr: 2.500e-01, eta: 0:50:44, time: 0.204, data_time: 0.011, memory: 2815, loss: 1.2176, top-1: 62.4609, top-5: 86.8359
2023-02-02 22:54:03,875 - mmcls - INFO - Epoch [7][280/586]	lr: 2.500e-01, eta: 0:50:48, time: 0.196, data_time: 0.010, memory: 2815, loss: 1.1894, top-1: 63.5352, top-5: 87.8320
2023-02-02 22:54:05,737 - mmcls - INFO - Epoch [7][290/586]	lr: 2.500e-01, eta: 0:50:51, time: 0.183, data_time: 0.009, memory: 2815, loss: 1.1484, top-1: 64.3164, top-5: 87.8320
2023-02-02 22:54:07,363 - mmcls - INFO - Epoch [7][300/586]	lr: 2.500e-01, eta: 0:50:53, time: 0.167, data_time: 0.012, memory: 2815, loss: 1.1959, top-1: 63.7305, top-5: 86.7773
2023-02-02 22:54:08,790 - mmcls - INFO - Epoch [7][310/586]	lr: 2.500e-01, eta: 0:50:53, time: 0.140, data_time: 0.007, memory: 2815, loss: 1.1991, top-1: 63.3984, top-5: 86.5430
2023-02-02 22:54:10,131 - mmcls - INFO - Epoch [7][320/586]	lr: 2.500e-01, eta: 0:50:53, time: 0.137, data_time: 0.011, memory: 2815, loss: 1.1864, top-1: 63.8086, top-5: 86.8555
2023-02-02 22:54:11,597 - mmcls - INFO - Epoch [7][330/586]	lr: 2.500e-01, eta: 0:50:53, time: 0.142, data_time: 0.008, memory: 2815, loss: 1.1866, top-1: 63.7891, top-5: 87.4023
2023-02-02 22:54:13,449 - mmcls - INFO - Epoch [7][340/586]	lr: 2.500e-01, eta: 0:50:56, time: 0.185, data_time: 0.012, memory: 2815, loss: 1.1435, top-1: 64.9805, top-5: 88.1641
2023-02-02 22:54:15,357 - mmcls - INFO - Epoch [7][350/586]	lr: 2.500e-01, eta: 0:51:00, time: 0.189, data_time: 0.012, memory: 2815, loss: 1.1394, top-1: 65.0977, top-5: 87.3828
2023-02-02 22:54:17,292 - mmcls - INFO - Epoch [7][360/586]	lr: 2.500e-01, eta: 0:51:03, time: 0.195, data_time: 0.013, memory: 2815, loss: 1.2133, top-1: 61.8555, top-5: 87.0703
2023-02-02 22:54:19,270 - mmcls - INFO - Epoch [7][370/586]	lr: 2.500e-01, eta: 0:51:07, time: 0.197, data_time: 0.012, memory: 2815, loss: 1.1786, top-1: 63.1641, top-5: 87.9102
2023-02-02 22:54:21,163 - mmcls - INFO - Epoch [7][380/586]	lr: 2.500e-01, eta: 0:51:10, time: 0.189, data_time: 0.012, memory: 2815, loss: 1.1831, top-1: 63.0664, top-5: 87.5000
2023-02-02 22:54:23,284 - mmcls - INFO - Epoch [7][390/586]	lr: 2.500e-01, eta: 0:51:15, time: 0.215, data_time: 0.013, memory: 2815, loss: 1.1854, top-1: 63.6328, top-5: 86.9531
2023-02-02 22:54:25,131 - mmcls - INFO - Epoch [7][400/586]	lr: 2.500e-01, eta: 0:51:18, time: 0.183, data_time: 0.009, memory: 2815, loss: 1.2392, top-1: 62.8516, top-5: 85.3906
2023-02-02 22:54:26,984 - mmcls - INFO - Epoch [7][410/586]	lr: 2.500e-01, eta: 0:51:21, time: 0.185, data_time: 0.011, memory: 2815, loss: 1.1920, top-1: 62.8516, top-5: 87.2266
2023-02-02 22:54:28,890 - mmcls - INFO - Epoch [7][420/586]	lr: 2.500e-01, eta: 0:51:24, time: 0.190, data_time: 0.011, memory: 2815, loss: 1.1836, top-1: 63.6133, top-5: 86.9922
2023-02-02 22:54:30,711 - mmcls - INFO - Epoch [7][430/586]	lr: 2.500e-01, eta: 0:51:27, time: 0.181, data_time: 0.012, memory: 2815, loss: 1.2305, top-1: 62.0117, top-5: 86.6602
2023-02-02 22:54:32,634 - mmcls - INFO - Epoch [7][440/586]	lr: 2.500e-01, eta: 0:51:30, time: 0.195, data_time: 0.012, memory: 2815, loss: 1.2555, top-1: 62.7930, top-5: 86.0547
2023-02-02 22:54:34,414 - mmcls - INFO - Epoch [7][450/586]	lr: 2.500e-01, eta: 0:51:33, time: 0.178, data_time: 0.010, memory: 2815, loss: 1.2080, top-1: 62.7344, top-5: 86.9141
2023-02-02 22:54:36,430 - mmcls - INFO - Epoch [7][460/586]	lr: 2.500e-01, eta: 0:51:36, time: 0.199, data_time: 0.010, memory: 2815, loss: 1.1844, top-1: 63.8672, top-5: 87.1289
2023-02-02 22:54:38,202 - mmcls - INFO - Epoch [7][470/586]	lr: 2.500e-01, eta: 0:51:39, time: 0.179, data_time: 0.013, memory: 2815, loss: 1.1332, top-1: 65.3320, top-5: 87.5000
2023-02-02 22:54:40,053 - mmcls - INFO - Epoch [7][480/586]	lr: 2.500e-01, eta: 0:51:41, time: 0.186, data_time: 0.011, memory: 2815, loss: 1.1675, top-1: 64.7461, top-5: 86.9922
2023-02-02 22:54:41,855 - mmcls - INFO - Epoch [7][490/586]	lr: 2.500e-01, eta: 0:51:44, time: 0.181, data_time: 0.010, memory: 2815, loss: 1.1696, top-1: 64.6094, top-5: 87.5195
2023-02-02 22:54:43,676 - mmcls - INFO - Epoch [7][500/586]	lr: 2.500e-01, eta: 0:51:46, time: 0.181, data_time: 0.009, memory: 2815, loss: 1.1873, top-1: 63.4570, top-5: 87.0312
2023-02-02 22:54:45,579 - mmcls - INFO - Epoch [7][510/586]	lr: 2.500e-01, eta: 0:51:49, time: 0.189, data_time: 0.010, memory: 2815, loss: 1.1743, top-1: 63.1641, top-5: 87.7734
2023-02-02 22:54:47,011 - mmcls - INFO - Epoch [7][520/586]	lr: 2.500e-01, eta: 0:51:50, time: 0.148, data_time: 0.012, memory: 2815, loss: 1.2278, top-1: 62.5000, top-5: 86.7188
2023-02-02 22:54:48,507 - mmcls - INFO - Epoch [7][530/586]	lr: 2.500e-01, eta: 0:51:50, time: 0.144, data_time: 0.008, memory: 2815, loss: 1.1823, top-1: 64.0234, top-5: 86.8555
2023-02-02 22:54:49,851 - mmcls - INFO - Epoch [7][540/586]	lr: 2.500e-01, eta: 0:51:50, time: 0.140, data_time: 0.013, memory: 2815, loss: 1.1696, top-1: 64.1797, top-5: 87.6172
2023-02-02 22:54:51,464 - mmcls - INFO - Epoch [7][550/586]	lr: 2.500e-01, eta: 0:51:50, time: 0.156, data_time: 0.007, memory: 2815, loss: 1.1471, top-1: 63.9453, top-5: 87.9297
2023-02-02 22:54:53,304 - mmcls - INFO - Epoch [7][560/586]	lr: 2.500e-01, eta: 0:51:53, time: 0.187, data_time: 0.012, memory: 2815, loss: 1.1642, top-1: 63.7891, top-5: 87.7930
2023-02-02 22:54:55,294 - mmcls - INFO - Epoch [7][570/586]	lr: 2.500e-01, eta: 0:51:56, time: 0.195, data_time: 0.010, memory: 2815, loss: 1.1513, top-1: 64.1406, top-5: 87.8125
2023-02-02 22:54:57,130 - mmcls - INFO - Epoch [7][580/586]	lr: 2.500e-01, eta: 0:51:59, time: 0.186, data_time: 0.013, memory: 2815, loss: 1.1696, top-1: 64.0039, top-5: 87.2656
2023-02-02 22:54:58,148 - mmcls - INFO - Saving checkpoint at 7 epochs
2023-02-02 22:55:01,166 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 22:55:01,167 - mmcls - INFO - Epoch(val) [7][12]	acc: 59.2000
2023-02-02 22:55:05,366 - mmcls - INFO - Epoch [8][10/586]	lr: 2.500e-01, eta: 0:52:10, time: 0.410, data_time: 0.219, memory: 2815, loss: 1.1486, top-1: 65.0000, top-5: 87.6172
2023-02-02 22:55:07,192 - mmcls - INFO - Epoch [8][20/586]	lr: 2.500e-01, eta: 0:52:12, time: 0.182, data_time: 0.010, memory: 2815, loss: 1.1759, top-1: 63.7305, top-5: 87.3828
2023-02-02 22:55:09,121 - mmcls - INFO - Epoch [8][30/586]	lr: 2.500e-01, eta: 0:52:15, time: 0.191, data_time: 0.011, memory: 2815, loss: 1.1563, top-1: 64.1406, top-5: 87.9492
2023-02-02 22:55:10,998 - mmcls - INFO - Epoch [8][40/586]	lr: 2.500e-01, eta: 0:52:18, time: 0.190, data_time: 0.013, memory: 2815, loss: 1.1213, top-1: 65.4492, top-5: 88.3203
2023-02-02 22:55:12,831 - mmcls - INFO - Epoch [8][50/586]	lr: 2.500e-01, eta: 0:52:20, time: 0.183, data_time: 0.011, memory: 2815, loss: 1.1792, top-1: 64.2578, top-5: 87.1875
2023-02-02 22:55:14,722 - mmcls - INFO - Epoch [8][60/586]	lr: 2.500e-01, eta: 0:52:22, time: 0.188, data_time: 0.011, memory: 2815, loss: 1.2377, top-1: 61.7773, top-5: 86.2500
2023-02-02 22:55:16,583 - mmcls - INFO - Epoch [8][70/586]	lr: 2.500e-01, eta: 0:52:25, time: 0.188, data_time: 0.012, memory: 2815, loss: 1.1763, top-1: 64.1797, top-5: 87.0117
2023-02-02 22:55:18,336 - mmcls - INFO - Epoch [8][80/586]	lr: 2.500e-01, eta: 0:52:27, time: 0.175, data_time: 0.010, memory: 2815, loss: 1.1781, top-1: 64.0039, top-5: 87.0312
2023-02-02 22:55:19,618 - mmcls - INFO - Epoch [8][90/586]	lr: 2.500e-01, eta: 0:52:26, time: 0.134, data_time: 0.011, memory: 2815, loss: 1.1989, top-1: 63.4570, top-5: 86.8750
2023-02-02 22:55:21,080 - mmcls - INFO - Epoch [8][100/586]	lr: 2.500e-01, eta: 0:52:26, time: 0.140, data_time: 0.005, memory: 2815, loss: 1.1938, top-1: 62.7539, top-5: 86.8555
2023-02-02 22:55:21,783 - mmcls - INFO - Epoch [8][110/586]	lr: 2.500e-01, eta: 0:52:22, time: 0.079, data_time: 0.011, memory: 2815, loss: 1.1640, top-1: 63.4570, top-5: 87.6562
2023-02-02 22:55:22,435 - mmcls - INFO - Epoch [8][120/586]	lr: 2.500e-01, eta: 0:52:17, time: 0.060, data_time: 0.002, memory: 2815, loss: 1.1139, top-1: 65.2734, top-5: 88.4766
2023-02-02 22:55:23,710 - mmcls - INFO - Epoch [8][130/586]	lr: 2.500e-01, eta: 0:52:16, time: 0.132, data_time: 0.007, memory: 2815, loss: 1.1480, top-1: 65.0781, top-5: 87.1094
2023-02-02 22:55:24,838 - mmcls - INFO - Epoch [8][140/586]	lr: 2.500e-01, eta: 0:52:13, time: 0.108, data_time: 0.003, memory: 2815, loss: 1.1661, top-1: 64.3555, top-5: 87.5000
2023-02-02 22:55:26,171 - mmcls - INFO - Epoch [8][150/586]	lr: 2.500e-01, eta: 0:52:12, time: 0.128, data_time: 0.007, memory: 2815, loss: 1.1075, top-1: 65.2930, top-5: 88.2812
2023-02-02 22:55:28,159 - mmcls - INFO - Epoch [8][160/586]	lr: 2.500e-01, eta: 0:52:16, time: 0.200, data_time: 0.012, memory: 2815, loss: 1.1132, top-1: 66.0742, top-5: 87.9492
2023-02-02 22:55:30,128 - mmcls - INFO - Epoch [8][170/586]	lr: 2.500e-01, eta: 0:52:18, time: 0.196, data_time: 0.010, memory: 2815, loss: 1.1680, top-1: 64.5898, top-5: 87.2461
2023-02-02 22:55:32,037 - mmcls - INFO - Epoch [8][180/586]	lr: 2.500e-01, eta: 0:52:21, time: 0.193, data_time: 0.011, memory: 2815, loss: 1.1001, top-1: 66.2500, top-5: 88.2812
2023-02-02 22:55:33,963 - mmcls - INFO - Epoch [8][190/586]	lr: 2.500e-01, eta: 0:52:24, time: 0.189, data_time: 0.009, memory: 2815, loss: 1.1211, top-1: 66.6016, top-5: 87.4805
2023-02-02 22:55:35,837 - mmcls - INFO - Epoch [8][200/586]	lr: 2.500e-01, eta: 0:52:26, time: 0.190, data_time: 0.013, memory: 2815, loss: 1.1769, top-1: 64.4141, top-5: 86.8945
2023-02-02 22:55:37,674 - mmcls - INFO - Epoch [8][210/586]	lr: 2.500e-01, eta: 0:52:28, time: 0.184, data_time: 0.011, memory: 2815, loss: 1.2038, top-1: 62.7930, top-5: 87.2852
2023-02-02 22:55:39,628 - mmcls - INFO - Epoch [8][220/586]	lr: 2.500e-01, eta: 0:52:31, time: 0.195, data_time: 0.011, memory: 2815, loss: 1.1448, top-1: 64.2773, top-5: 88.0664
2023-02-02 22:55:41,664 - mmcls - INFO - Epoch [8][230/586]	lr: 2.500e-01, eta: 0:52:34, time: 0.202, data_time: 0.010, memory: 2815, loss: 1.1778, top-1: 64.3164, top-5: 87.0312
2023-02-02 22:55:43,825 - mmcls - INFO - Epoch [8][240/586]	lr: 2.500e-01, eta: 0:52:38, time: 0.216, data_time: 0.012, memory: 2815, loss: 1.1438, top-1: 64.5703, top-5: 87.4023
2023-02-02 22:55:45,716 - mmcls - INFO - Epoch [8][250/586]	lr: 2.500e-01, eta: 0:52:40, time: 0.190, data_time: 0.013, memory: 2815, loss: 1.1854, top-1: 64.0039, top-5: 87.3438
2023-02-02 22:55:47,623 - mmcls - INFO - Epoch [8][260/586]	lr: 2.500e-01, eta: 0:52:43, time: 0.192, data_time: 0.012, memory: 2815, loss: 1.1859, top-1: 64.3164, top-5: 86.5820
2023-02-02 22:55:49,643 - mmcls - INFO - Epoch [8][270/586]	lr: 2.500e-01, eta: 0:52:46, time: 0.202, data_time: 0.011, memory: 2815, loss: 1.1797, top-1: 63.6914, top-5: 87.1289
2023-02-02 22:55:51,554 - mmcls - INFO - Epoch [8][280/586]	lr: 2.500e-01, eta: 0:52:48, time: 0.191, data_time: 0.011, memory: 2815, loss: 1.1807, top-1: 64.8047, top-5: 86.7969
2023-02-02 22:55:53,462 - mmcls - INFO - Epoch [8][290/586]	lr: 2.500e-01, eta: 0:52:50, time: 0.190, data_time: 0.011, memory: 2815, loss: 1.1368, top-1: 65.3516, top-5: 87.5195
2023-02-02 22:55:55,446 - mmcls - INFO - Epoch [8][300/586]	lr: 2.500e-01, eta: 0:52:53, time: 0.198, data_time: 0.012, memory: 2815, loss: 1.1762, top-1: 64.0234, top-5: 87.2266
2023-02-02 22:55:57,539 - mmcls - INFO - Epoch [8][310/586]	lr: 2.500e-01, eta: 0:52:56, time: 0.210, data_time: 0.012, memory: 2815, loss: 1.1617, top-1: 64.1797, top-5: 87.1094
2023-02-02 22:55:59,499 - mmcls - INFO - Epoch [8][320/586]	lr: 2.500e-01, eta: 0:52:59, time: 0.193, data_time: 0.011, memory: 2815, loss: 1.1562, top-1: 64.3164, top-5: 87.9688
2023-02-02 22:56:01,309 - mmcls - INFO - Epoch [8][330/586]	lr: 2.500e-01, eta: 0:53:01, time: 0.184, data_time: 0.014, memory: 2815, loss: 1.1827, top-1: 63.3984, top-5: 87.0312
2023-02-02 22:56:03,413 - mmcls - INFO - Epoch [8][340/586]	lr: 2.500e-01, eta: 0:53:04, time: 0.206, data_time: 0.011, memory: 2815, loss: 1.1727, top-1: 64.2969, top-5: 87.3242
2023-02-02 22:56:04,749 - mmcls - INFO - Epoch [8][350/586]	lr: 2.500e-01, eta: 0:53:03, time: 0.141, data_time: 0.015, memory: 2815, loss: 1.1902, top-1: 63.8477, top-5: 87.1094
2023-02-02 22:56:06,182 - mmcls - INFO - Epoch [8][360/586]	lr: 2.500e-01, eta: 0:53:03, time: 0.143, data_time: 0.007, memory: 2815, loss: 1.1873, top-1: 63.8672, top-5: 87.0117
2023-02-02 22:56:07,432 - mmcls - INFO - Epoch [8][370/586]	lr: 2.500e-01, eta: 0:53:01, time: 0.126, data_time: 0.007, memory: 2815, loss: 1.1637, top-1: 64.1992, top-5: 87.2852
2023-02-02 22:56:09,064 - mmcls - INFO - Epoch [8][380/586]	lr: 2.500e-01, eta: 0:53:02, time: 0.159, data_time: 0.006, memory: 2815, loss: 1.1655, top-1: 64.4922, top-5: 87.7734
2023-02-02 22:56:11,068 - mmcls - INFO - Epoch [8][390/586]	lr: 2.500e-01, eta: 0:53:05, time: 0.201, data_time: 0.011, memory: 2815, loss: 1.1569, top-1: 64.6289, top-5: 86.9336
2023-02-02 22:56:13,007 - mmcls - INFO - Epoch [8][400/586]	lr: 2.500e-01, eta: 0:53:07, time: 0.192, data_time: 0.010, memory: 2815, loss: 1.1316, top-1: 65.5078, top-5: 87.6367
2023-02-02 22:56:14,990 - mmcls - INFO - Epoch [8][410/586]	lr: 2.500e-01, eta: 0:53:10, time: 0.201, data_time: 0.012, memory: 2815, loss: 1.1712, top-1: 63.7695, top-5: 87.3633
2023-02-02 22:56:16,864 - mmcls - INFO - Epoch [8][420/586]	lr: 2.500e-01, eta: 0:53:11, time: 0.186, data_time: 0.010, memory: 2815, loss: 1.2169, top-1: 62.3828, top-5: 87.2461
2023-02-02 22:56:18,678 - mmcls - INFO - Epoch [8][430/586]	lr: 2.500e-01, eta: 0:53:13, time: 0.182, data_time: 0.011, memory: 2815, loss: 1.1655, top-1: 64.3555, top-5: 87.5781
2023-02-02 22:56:20,681 - mmcls - INFO - Epoch [8][440/586]	lr: 2.500e-01, eta: 0:53:16, time: 0.200, data_time: 0.011, memory: 2815, loss: 1.1700, top-1: 63.8477, top-5: 87.5000
2023-02-02 22:56:22,534 - mmcls - INFO - Epoch [8][450/586]	lr: 2.500e-01, eta: 0:53:17, time: 0.183, data_time: 0.012, memory: 2815, loss: 1.1423, top-1: 65.0391, top-5: 88.0078
2023-02-02 22:56:24,425 - mmcls - INFO - Epoch [8][460/586]	lr: 2.500e-01, eta: 0:53:19, time: 0.191, data_time: 0.014, memory: 2815, loss: 1.1904, top-1: 63.8281, top-5: 87.0898
2023-02-02 22:56:26,323 - mmcls - INFO - Epoch [8][470/586]	lr: 2.500e-01, eta: 0:53:21, time: 0.191, data_time: 0.012, memory: 2815, loss: 1.1163, top-1: 65.2148, top-5: 88.2617
2023-02-02 22:56:28,191 - mmcls - INFO - Epoch [8][480/586]	lr: 2.500e-01, eta: 0:53:23, time: 0.187, data_time: 0.011, memory: 2815, loss: 1.1400, top-1: 64.7070, top-5: 88.0273
2023-02-02 22:56:30,035 - mmcls - INFO - Epoch [8][490/586]	lr: 2.500e-01, eta: 0:53:25, time: 0.185, data_time: 0.010, memory: 2815, loss: 1.1688, top-1: 64.2969, top-5: 87.1094
2023-02-02 22:56:31,949 - mmcls - INFO - Epoch [8][500/586]	lr: 2.500e-01, eta: 0:53:27, time: 0.191, data_time: 0.010, memory: 2815, loss: 1.1364, top-1: 64.2969, top-5: 88.3008
2023-02-02 22:56:33,895 - mmcls - INFO - Epoch [8][510/586]	lr: 2.500e-01, eta: 0:53:29, time: 0.197, data_time: 0.011, memory: 2815, loss: 1.1738, top-1: 64.0234, top-5: 87.0508
2023-02-02 22:56:35,636 - mmcls - INFO - Epoch [8][520/586]	lr: 2.500e-01, eta: 0:53:30, time: 0.172, data_time: 0.009, memory: 2815, loss: 1.1878, top-1: 62.7930, top-5: 86.8945
2023-02-02 22:56:37,680 - mmcls - INFO - Epoch [8][530/586]	lr: 2.500e-01, eta: 0:53:33, time: 0.204, data_time: 0.011, memory: 2815, loss: 1.1972, top-1: 62.9102, top-5: 87.1484
2023-02-02 22:56:39,627 - mmcls - INFO - Epoch [8][540/586]	lr: 2.500e-01, eta: 0:53:35, time: 0.196, data_time: 0.012, memory: 2815, loss: 1.2006, top-1: 63.3984, top-5: 86.5820
2023-02-02 22:56:41,550 - mmcls - INFO - Epoch [8][550/586]	lr: 2.500e-01, eta: 0:53:37, time: 0.193, data_time: 0.010, memory: 2815, loss: 1.1792, top-1: 64.0625, top-5: 87.0508
2023-02-02 22:56:43,365 - mmcls - INFO - Epoch [8][560/586]	lr: 2.500e-01, eta: 0:53:38, time: 0.184, data_time: 0.010, memory: 2815, loss: 1.1671, top-1: 64.1406, top-5: 87.0898
2023-02-02 22:56:44,667 - mmcls - INFO - Epoch [8][570/586]	lr: 2.500e-01, eta: 0:53:37, time: 0.129, data_time: 0.007, memory: 2815, loss: 1.1559, top-1: 64.5117, top-5: 87.4414
2023-02-02 22:56:46,170 - mmcls - INFO - Epoch [8][580/586]	lr: 2.500e-01, eta: 0:53:37, time: 0.150, data_time: 0.008, memory: 2815, loss: 1.1200, top-1: 65.3320, top-5: 88.6133
2023-02-02 22:56:46,785 - mmcls - INFO - Saving checkpoint at 8 epochs
2023-02-02 22:56:49,840 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 22:56:49,854 - mmcls - INFO - The previous best checkpoint /opt/logger/m_imagenet_etf/best_acc_epoch_3.pth was removed
2023-02-02 22:56:50,088 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_8.pth.
2023-02-02 22:56:50,088 - mmcls - INFO - Best acc is 62.8833 at 8 epoch.
2023-02-02 22:56:50,089 - mmcls - INFO - Epoch(val) [8][12]	acc: 62.8833
2023-02-02 22:56:54,220 - mmcls - INFO - Epoch [9][10/586]	lr: 2.500e-01, eta: 0:53:45, time: 0.402, data_time: 0.220, memory: 2815, loss: 1.1685, top-1: 64.4727, top-5: 87.3633
2023-02-02 22:56:56,193 - mmcls - INFO - Epoch [9][20/586]	lr: 2.500e-01, eta: 0:53:47, time: 0.196, data_time: 0.011, memory: 2815, loss: 1.1027, top-1: 66.2109, top-5: 88.2031
2023-02-02 22:56:58,182 - mmcls - INFO - Epoch [9][30/586]	lr: 2.500e-01, eta: 0:53:49, time: 0.199, data_time: 0.013, memory: 2815, loss: 1.1222, top-1: 65.6641, top-5: 87.6367
2023-02-02 22:57:00,111 - mmcls - INFO - Epoch [9][40/586]	lr: 2.500e-01, eta: 0:53:51, time: 0.195, data_time: 0.013, memory: 2815, loss: 1.1455, top-1: 64.2578, top-5: 87.9688
2023-02-02 22:57:02,045 - mmcls - INFO - Epoch [9][50/586]	lr: 2.500e-01, eta: 0:53:53, time: 0.192, data_time: 0.010, memory: 2815, loss: 1.1293, top-1: 65.8398, top-5: 87.5781
2023-02-02 22:57:03,839 - mmcls - INFO - Epoch [9][60/586]	lr: 2.500e-01, eta: 0:53:54, time: 0.183, data_time: 0.012, memory: 2815, loss: 1.1984, top-1: 63.1836, top-5: 86.9727
2023-02-02 22:57:05,805 - mmcls - INFO - Epoch [9][70/586]	lr: 2.500e-01, eta: 0:53:56, time: 0.193, data_time: 0.008, memory: 2815, loss: 1.1440, top-1: 65.0977, top-5: 87.7148
2023-02-02 22:57:07,602 - mmcls - INFO - Epoch [9][80/586]	lr: 2.500e-01, eta: 0:53:57, time: 0.181, data_time: 0.012, memory: 2815, loss: 1.1439, top-1: 64.5703, top-5: 87.8125
2023-02-02 22:57:09,063 - mmcls - INFO - Epoch [9][90/586]	lr: 2.500e-01, eta: 0:53:57, time: 0.150, data_time: 0.011, memory: 2815, loss: 1.1601, top-1: 64.5312, top-5: 87.5195
2023-02-02 22:57:10,701 - mmcls - INFO - Epoch [9][100/586]	lr: 2.500e-01, eta: 0:53:57, time: 0.159, data_time: 0.007, memory: 2815, loss: 1.1117, top-1: 65.7617, top-5: 88.6719
2023-02-02 22:57:12,320 - mmcls - INFO - Epoch [9][110/586]	lr: 2.500e-01, eta: 0:53:57, time: 0.164, data_time: 0.012, memory: 2815, loss: 1.1553, top-1: 64.9609, top-5: 87.0117
2023-02-02 22:57:14,164 - mmcls - INFO - Epoch [9][120/586]	lr: 2.500e-01, eta: 0:53:58, time: 0.184, data_time: 0.010, memory: 2815, loss: 1.1365, top-1: 64.8828, top-5: 88.0273
2023-02-02 22:57:15,966 - mmcls - INFO - Epoch [9][130/586]	lr: 2.500e-01, eta: 0:54:00, time: 0.180, data_time: 0.011, memory: 2815, loss: 1.0706, top-1: 67.0312, top-5: 88.4180
2023-02-02 22:57:18,024 - mmcls - INFO - Epoch [9][140/586]	lr: 2.500e-01, eta: 0:54:02, time: 0.206, data_time: 0.011, memory: 2815, loss: 1.1245, top-1: 65.4492, top-5: 87.7734
2023-02-02 22:57:19,762 - mmcls - INFO - Epoch [9][150/586]	lr: 2.500e-01, eta: 0:54:03, time: 0.176, data_time: 0.010, memory: 2815, loss: 1.1652, top-1: 64.2383, top-5: 87.2656
2023-02-02 22:57:21,067 - mmcls - INFO - Epoch [9][160/586]	lr: 2.500e-01, eta: 0:54:01, time: 0.129, data_time: 0.008, memory: 2815, loss: 1.1359, top-1: 64.8047, top-5: 87.6953
2023-02-02 22:57:22,583 - mmcls - INFO - Epoch [9][170/586]	lr: 2.500e-01, eta: 0:54:01, time: 0.155, data_time: 0.009, memory: 2815, loss: 1.1357, top-1: 64.6680, top-5: 87.8125
2023-02-02 22:57:23,906 - mmcls - INFO - Epoch [9][180/586]	lr: 2.500e-01, eta: 0:54:00, time: 0.131, data_time: 0.006, memory: 2815, loss: 1.1660, top-1: 64.6680, top-5: 87.1289
2023-02-02 22:57:25,652 - mmcls - INFO - Epoch [9][190/586]	lr: 2.500e-01, eta: 0:54:00, time: 0.171, data_time: 0.007, memory: 2815, loss: 1.1662, top-1: 65.2148, top-5: 87.0312
2023-02-02 22:57:26,929 - mmcls - INFO - Epoch [9][200/586]	lr: 2.500e-01, eta: 0:53:59, time: 0.133, data_time: 0.011, memory: 2815, loss: 1.1222, top-1: 64.9219, top-5: 88.5938
2023-02-02 22:57:28,245 - mmcls - INFO - Epoch [9][210/586]	lr: 2.500e-01, eta: 0:53:57, time: 0.126, data_time: 0.005, memory: 2815, loss: 1.1500, top-1: 64.5898, top-5: 87.6172
2023-02-02 22:57:29,457 - mmcls - INFO - Epoch [9][220/586]	lr: 2.500e-01, eta: 0:53:56, time: 0.125, data_time: 0.011, memory: 2815, loss: 1.1533, top-1: 65.1758, top-5: 87.0312
2023-02-02 22:57:31,123 - mmcls - INFO - Epoch [9][230/586]	lr: 2.500e-01, eta: 0:53:56, time: 0.164, data_time: 0.007, memory: 2815, loss: 1.1160, top-1: 65.7031, top-5: 87.8125
2023-02-02 22:57:33,083 - mmcls - INFO - Epoch [9][240/586]	lr: 2.500e-01, eta: 0:53:58, time: 0.195, data_time: 0.010, memory: 2815, loss: 1.1173, top-1: 65.1367, top-5: 87.7930
2023-02-02 22:57:34,990 - mmcls - INFO - Epoch [9][250/586]	lr: 2.500e-01, eta: 0:53:59, time: 0.188, data_time: 0.010, memory: 2815, loss: 1.1773, top-1: 64.1797, top-5: 86.8750
2023-02-02 22:57:36,843 - mmcls - INFO - Epoch [9][260/586]	lr: 2.500e-01, eta: 0:54:00, time: 0.187, data_time: 0.013, memory: 2815, loss: 1.1989, top-1: 62.9102, top-5: 87.1484
2023-02-02 22:57:38,699 - mmcls - INFO - Epoch [9][270/586]	lr: 2.500e-01, eta: 0:54:02, time: 0.185, data_time: 0.012, memory: 2815, loss: 1.1820, top-1: 63.9453, top-5: 86.4648
2023-02-02 22:57:40,648 - mmcls - INFO - Epoch [9][280/586]	lr: 2.500e-01, eta: 0:54:03, time: 0.195, data_time: 0.012, memory: 2815, loss: 1.1021, top-1: 65.9180, top-5: 88.5156
2023-02-02 22:57:42,643 - mmcls - INFO - Epoch [9][290/586]	lr: 2.500e-01, eta: 0:54:05, time: 0.200, data_time: 0.012, memory: 2815, loss: 1.1212, top-1: 65.9180, top-5: 88.3203
2023-02-02 22:57:44,498 - mmcls - INFO - Epoch [9][300/586]	lr: 2.500e-01, eta: 0:54:06, time: 0.187, data_time: 0.012, memory: 2815, loss: 1.1530, top-1: 65.2344, top-5: 87.5391
2023-02-02 22:57:46,427 - mmcls - INFO - Epoch [9][310/586]	lr: 2.500e-01, eta: 0:54:08, time: 0.190, data_time: 0.011, memory: 2815, loss: 1.1217, top-1: 65.4883, top-5: 88.1055
2023-02-02 22:57:48,314 - mmcls - INFO - Epoch [9][320/586]	lr: 2.500e-01, eta: 0:54:09, time: 0.191, data_time: 0.014, memory: 2815, loss: 1.0911, top-1: 66.2695, top-5: 88.3984
2023-02-02 22:57:50,258 - mmcls - INFO - Epoch [9][330/586]	lr: 2.500e-01, eta: 0:54:11, time: 0.196, data_time: 0.011, memory: 2815, loss: 1.1272, top-1: 65.1758, top-5: 88.0664
2023-02-02 22:57:52,125 - mmcls - INFO - Epoch [9][340/586]	lr: 2.500e-01, eta: 0:54:12, time: 0.184, data_time: 0.010, memory: 2815, loss: 1.1137, top-1: 65.5078, top-5: 88.3789
2023-02-02 22:57:53,996 - mmcls - INFO - Epoch [9][350/586]	lr: 2.500e-01, eta: 0:54:13, time: 0.190, data_time: 0.013, memory: 2815, loss: 1.1169, top-1: 65.5273, top-5: 88.0664
2023-02-02 22:57:55,779 - mmcls - INFO - Epoch [9][360/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.178, data_time: 0.010, memory: 2815, loss: 1.1412, top-1: 64.7656, top-5: 87.6367
2023-02-02 22:57:57,449 - mmcls - INFO - Epoch [9][370/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.169, data_time: 0.010, memory: 2815, loss: 1.1215, top-1: 65.1562, top-5: 88.0664
2023-02-02 22:57:58,909 - mmcls - INFO - Epoch [9][380/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.145, data_time: 0.009, memory: 2815, loss: 1.1066, top-1: 66.0352, top-5: 88.3984
2023-02-02 22:58:00,141 - mmcls - INFO - Epoch [9][390/586]	lr: 2.500e-01, eta: 0:54:12, time: 0.127, data_time: 0.009, memory: 2815, loss: 1.1299, top-1: 65.1562, top-5: 88.1641
2023-02-02 22:58:01,653 - mmcls - INFO - Epoch [9][400/586]	lr: 2.500e-01, eta: 0:54:11, time: 0.146, data_time: 0.006, memory: 2815, loss: 1.1299, top-1: 64.5508, top-5: 87.8711
2023-02-02 22:58:03,538 - mmcls - INFO - Epoch [9][410/586]	lr: 2.500e-01, eta: 0:54:12, time: 0.188, data_time: 0.012, memory: 2815, loss: 1.1315, top-1: 64.9219, top-5: 88.1445
2023-02-02 22:58:05,440 - mmcls - INFO - Epoch [9][420/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.193, data_time: 0.013, memory: 2815, loss: 1.1363, top-1: 65.3125, top-5: 87.6953
2023-02-02 22:58:07,292 - mmcls - INFO - Epoch [9][430/586]	lr: 2.500e-01, eta: 0:54:15, time: 0.186, data_time: 0.010, memory: 2815, loss: 1.1810, top-1: 64.2969, top-5: 86.6211
2023-02-02 22:58:09,215 - mmcls - INFO - Epoch [9][440/586]	lr: 2.500e-01, eta: 0:54:16, time: 0.191, data_time: 0.010, memory: 2815, loss: 1.1230, top-1: 65.8594, top-5: 87.5000
2023-02-02 22:58:11,053 - mmcls - INFO - Epoch [9][450/586]	lr: 2.500e-01, eta: 0:54:17, time: 0.182, data_time: 0.011, memory: 2815, loss: 1.1380, top-1: 65.4297, top-5: 87.4609
2023-02-02 22:58:12,930 - mmcls - INFO - Epoch [9][460/586]	lr: 2.500e-01, eta: 0:54:18, time: 0.188, data_time: 0.012, memory: 2815, loss: 1.1159, top-1: 65.7227, top-5: 88.2031
2023-02-02 22:58:14,829 - mmcls - INFO - Epoch [9][470/586]	lr: 2.500e-01, eta: 0:54:19, time: 0.193, data_time: 0.013, memory: 2815, loss: 1.1370, top-1: 65.0586, top-5: 87.7148
2023-02-02 22:58:16,653 - mmcls - INFO - Epoch [9][480/586]	lr: 2.500e-01, eta: 0:54:20, time: 0.181, data_time: 0.009, memory: 2815, loss: 1.1353, top-1: 65.2539, top-5: 87.8125
2023-02-02 22:58:18,572 - mmcls - INFO - Epoch [9][490/586]	lr: 2.500e-01, eta: 0:54:21, time: 0.189, data_time: 0.011, memory: 2815, loss: 1.1445, top-1: 64.4141, top-5: 87.9492
2023-02-02 22:58:20,432 - mmcls - INFO - Epoch [9][500/586]	lr: 2.500e-01, eta: 0:54:22, time: 0.188, data_time: 0.014, memory: 2815, loss: 1.1142, top-1: 65.1953, top-5: 88.4961
2023-02-02 22:58:22,360 - mmcls - INFO - Epoch [9][510/586]	lr: 2.500e-01, eta: 0:54:24, time: 0.194, data_time: 0.013, memory: 2815, loss: 1.1503, top-1: 64.6289, top-5: 87.5586
2023-02-02 22:58:24,219 - mmcls - INFO - Epoch [9][520/586]	lr: 2.500e-01, eta: 0:54:25, time: 0.188, data_time: 0.011, memory: 2815, loss: 1.1442, top-1: 64.0820, top-5: 87.4023
2023-02-02 22:58:26,010 - mmcls - INFO - Epoch [9][530/586]	lr: 2.500e-01, eta: 0:54:26, time: 0.178, data_time: 0.009, memory: 2815, loss: 1.1534, top-1: 65.3711, top-5: 87.8125
2023-02-02 22:58:27,999 - mmcls - INFO - Epoch [9][540/586]	lr: 2.500e-01, eta: 0:54:27, time: 0.197, data_time: 0.011, memory: 2815, loss: 1.1444, top-1: 64.5117, top-5: 87.9492
2023-02-02 22:58:29,765 - mmcls - INFO - Epoch [9][550/586]	lr: 2.500e-01, eta: 0:54:28, time: 0.180, data_time: 0.012, memory: 2815, loss: 1.1360, top-1: 65.1172, top-5: 88.0078
2023-02-02 22:58:31,527 - mmcls - INFO - Epoch [9][560/586]	lr: 2.500e-01, eta: 0:54:28, time: 0.174, data_time: 0.009, memory: 2815, loss: 1.1160, top-1: 65.9180, top-5: 88.3984
2023-02-02 22:58:33,273 - mmcls - INFO - Epoch [9][570/586]	lr: 2.500e-01, eta: 0:54:28, time: 0.171, data_time: 0.011, memory: 2815, loss: 1.1225, top-1: 65.2344, top-5: 88.1836
2023-02-02 22:58:35,009 - mmcls - INFO - Epoch [9][580/586]	lr: 2.500e-01, eta: 0:54:29, time: 0.177, data_time: 0.014, memory: 2815, loss: 1.1839, top-1: 63.8477, top-5: 86.8555
2023-02-02 22:58:35,702 - mmcls - INFO - Saving checkpoint at 9 epochs
2023-02-02 22:58:38,495 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 22:58:38,510 - mmcls - INFO - The previous best checkpoint /opt/logger/m_imagenet_etf/best_acc_epoch_8.pth was removed
2023-02-02 22:58:38,746 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_9.pth.
2023-02-02 22:58:38,747 - mmcls - INFO - Best acc is 64.2667 at 9 epoch.
2023-02-02 22:58:38,747 - mmcls - INFO - Epoch(val) [9][12]	acc: 64.2667
2023-02-02 22:58:42,816 - mmcls - INFO - Epoch [10][10/586]	lr: 2.500e-01, eta: 0:54:35, time: 0.395, data_time: 0.232, memory: 2815, loss: 1.1393, top-1: 65.1367, top-5: 87.3633
2023-02-02 22:58:44,587 - mmcls - INFO - Epoch [10][20/586]	lr: 2.500e-01, eta: 0:54:35, time: 0.177, data_time: 0.012, memory: 2815, loss: 1.1032, top-1: 66.6406, top-5: 88.1836
2023-02-02 22:58:46,506 - mmcls - INFO - Epoch [10][30/586]	lr: 2.500e-01, eta: 0:54:36, time: 0.194, data_time: 0.012, memory: 2815, loss: 1.1077, top-1: 66.0742, top-5: 88.3203
2023-02-02 22:58:48,400 - mmcls - INFO - Epoch [10][40/586]	lr: 2.500e-01, eta: 0:54:37, time: 0.189, data_time: 0.010, memory: 2815, loss: 1.1585, top-1: 63.9648, top-5: 87.4219
2023-02-02 22:58:50,337 - mmcls - INFO - Epoch [10][50/586]	lr: 2.500e-01, eta: 0:54:39, time: 0.193, data_time: 0.011, memory: 2815, loss: 1.1359, top-1: 64.1797, top-5: 88.2422
2023-02-02 22:58:52,303 - mmcls - INFO - Epoch [10][60/586]	lr: 2.500e-01, eta: 0:54:40, time: 0.196, data_time: 0.011, memory: 2815, loss: 1.1529, top-1: 63.5352, top-5: 87.7148
2023-02-02 22:58:54,177 - mmcls - INFO - Epoch [10][70/586]	lr: 2.500e-01, eta: 0:54:41, time: 0.188, data_time: 0.012, memory: 2815, loss: 1.1251, top-1: 65.4883, top-5: 87.8711
2023-02-02 22:58:56,034 - mmcls - INFO - Epoch [10][80/586]	lr: 2.500e-01, eta: 0:54:42, time: 0.185, data_time: 0.011, memory: 2815, loss: 1.1223, top-1: 65.0000, top-5: 88.2031
2023-02-02 22:58:57,817 - mmcls - INFO - Epoch [10][90/586]	lr: 2.500e-01, eta: 0:54:42, time: 0.179, data_time: 0.011, memory: 2815, loss: 1.0977, top-1: 65.6055, top-5: 88.5742
2023-02-02 22:58:59,399 - mmcls - INFO - Epoch [10][100/586]	lr: 2.500e-01, eta: 0:54:42, time: 0.163, data_time: 0.010, memory: 2815, loss: 1.1644, top-1: 64.6289, top-5: 86.9922
2023-02-02 22:59:00,538 - mmcls - INFO - Epoch [10][110/586]	lr: 2.500e-01, eta: 0:54:39, time: 0.113, data_time: 0.006, memory: 2815, loss: 1.0985, top-1: 66.4453, top-5: 88.3008
2023-02-02 22:59:01,968 - mmcls - INFO - Epoch [10][120/586]	lr: 2.500e-01, eta: 0:54:38, time: 0.144, data_time: 0.007, memory: 2815, loss: 1.1444, top-1: 65.4102, top-5: 87.3047
2023-02-02 22:59:03,139 - mmcls - INFO - Epoch [10][130/586]	lr: 2.500e-01, eta: 0:54:36, time: 0.114, data_time: 0.006, memory: 2815, loss: 1.1259, top-1: 65.5469, top-5: 87.7734
2023-02-02 22:59:04,678 - mmcls - INFO - Epoch [10][140/586]	lr: 2.500e-01, eta: 0:54:35, time: 0.156, data_time: 0.009, memory: 2815, loss: 1.1253, top-1: 64.8633, top-5: 88.1445
2023-02-02 22:59:06,661 - mmcls - INFO - Epoch [10][150/586]	lr: 2.500e-01, eta: 0:54:37, time: 0.193, data_time: 0.007, memory: 2815, loss: 1.0789, top-1: 66.4844, top-5: 88.8086
2023-02-02 22:59:08,576 - mmcls - INFO - Epoch [10][160/586]	lr: 2.500e-01, eta: 0:54:38, time: 0.192, data_time: 0.012, memory: 2815, loss: 1.1539, top-1: 64.3945, top-5: 87.6562
2023-02-02 22:59:10,518 - mmcls - INFO - Epoch [10][170/586]	lr: 2.500e-01, eta: 0:54:39, time: 0.195, data_time: 0.012, memory: 2815, loss: 1.0593, top-1: 67.0312, top-5: 88.7305
2023-02-02 22:59:11,988 - mmcls - INFO - Epoch [10][180/586]	lr: 2.500e-01, eta: 0:54:38, time: 0.150, data_time: 0.011, memory: 2815, loss: 1.1187, top-1: 66.3477, top-5: 88.0273
2023-02-02 22:59:13,604 - mmcls - INFO - Epoch [10][190/586]	lr: 2.500e-01, eta: 0:54:38, time: 0.160, data_time: 0.008, memory: 2815, loss: 1.1656, top-1: 64.2383, top-5: 86.9727
2023-02-02 22:59:14,947 - mmcls - INFO - Epoch [10][200/586]	lr: 2.500e-01, eta: 0:54:36, time: 0.135, data_time: 0.010, memory: 2815, loss: 1.1582, top-1: 63.5938, top-5: 87.3047
2023-02-02 22:59:16,555 - mmcls - INFO - Epoch [10][210/586]	lr: 2.500e-01, eta: 0:54:36, time: 0.159, data_time: 0.009, memory: 2815, loss: 1.1512, top-1: 64.8242, top-5: 87.6758
2023-02-02 22:59:18,451 - mmcls - INFO - Epoch [10][220/586]	lr: 2.500e-01, eta: 0:54:36, time: 0.189, data_time: 0.011, memory: 2815, loss: 1.1060, top-1: 65.5859, top-5: 88.0859
2023-02-02 22:59:20,361 - mmcls - INFO - Epoch [10][230/586]	lr: 2.500e-01, eta: 0:54:37, time: 0.192, data_time: 0.012, memory: 2815, loss: 1.1141, top-1: 65.5273, top-5: 88.2812
2023-02-02 22:59:22,262 - mmcls - INFO - Epoch [10][240/586]	lr: 2.500e-01, eta: 0:54:38, time: 0.188, data_time: 0.011, memory: 2815, loss: 1.1491, top-1: 64.8242, top-5: 87.5195
2023-02-02 22:59:24,145 - mmcls - INFO - Epoch [10][250/586]	lr: 2.500e-01, eta: 0:54:39, time: 0.190, data_time: 0.013, memory: 2815, loss: 1.1243, top-1: 65.5273, top-5: 87.9492
2023-02-02 22:59:26,071 - mmcls - INFO - Epoch [10][260/586]	lr: 2.500e-01, eta: 0:54:40, time: 0.192, data_time: 0.011, memory: 2815, loss: 1.1198, top-1: 65.4688, top-5: 87.9688
2023-02-02 22:59:28,051 - mmcls - INFO - Epoch [10][270/586]	lr: 2.500e-01, eta: 0:54:41, time: 0.199, data_time: 0.012, memory: 2815, loss: 1.1223, top-1: 65.0586, top-5: 88.0859
2023-02-02 22:59:29,918 - mmcls - INFO - Epoch [10][280/586]	lr: 2.500e-01, eta: 0:54:42, time: 0.185, data_time: 0.010, memory: 2815, loss: 1.0716, top-1: 66.5234, top-5: 89.2383
2023-02-02 22:59:31,921 - mmcls - INFO - Epoch [10][290/586]	lr: 2.500e-01, eta: 0:54:43, time: 0.200, data_time: 0.012, memory: 2815, loss: 1.0920, top-1: 66.5234, top-5: 88.5156
2023-02-02 22:59:33,740 - mmcls - INFO - Epoch [10][300/586]	lr: 2.500e-01, eta: 0:54:44, time: 0.185, data_time: 0.012, memory: 2815, loss: 1.1389, top-1: 65.5078, top-5: 87.8320
2023-02-02 22:59:35,542 - mmcls - INFO - Epoch [10][310/586]	lr: 2.500e-01, eta: 0:54:44, time: 0.178, data_time: 0.009, memory: 2815, loss: 1.1645, top-1: 63.7695, top-5: 87.5586
2023-02-02 22:59:37,495 - mmcls - INFO - Epoch [10][320/586]	lr: 2.500e-01, eta: 0:54:45, time: 0.197, data_time: 0.011, memory: 2815, loss: 1.1194, top-1: 65.6836, top-5: 87.3242
2023-02-02 22:59:39,345 - mmcls - INFO - Epoch [10][330/586]	lr: 2.500e-01, eta: 0:54:46, time: 0.184, data_time: 0.009, memory: 2815, loss: 1.1507, top-1: 64.7070, top-5: 87.9492
2023-02-02 22:59:41,092 - mmcls - INFO - Epoch [10][340/586]	lr: 2.500e-01, eta: 0:54:46, time: 0.173, data_time: 0.011, memory: 2815, loss: 1.1224, top-1: 64.9219, top-5: 88.1250
2023-02-02 22:59:42,470 - mmcls - INFO - Epoch [10][350/586]	lr: 2.500e-01, eta: 0:54:45, time: 0.143, data_time: 0.012, memory: 2815, loss: 1.1391, top-1: 65.1367, top-5: 87.5781
2023-02-02 22:59:44,163 - mmcls - INFO - Epoch [10][360/586]	lr: 2.500e-01, eta: 0:54:44, time: 0.166, data_time: 0.007, memory: 2815, loss: 1.1421, top-1: 64.5703, top-5: 87.2656
2023-02-02 22:59:45,860 - mmcls - INFO - Epoch [10][370/586]	lr: 2.500e-01, eta: 0:54:44, time: 0.170, data_time: 0.011, memory: 2815, loss: 1.1139, top-1: 65.7617, top-5: 87.8320
2023-02-02 22:59:47,719 - mmcls - INFO - Epoch [10][380/586]	lr: 2.500e-01, eta: 0:54:45, time: 0.185, data_time: 0.010, memory: 2815, loss: 1.0969, top-1: 65.6250, top-5: 88.4766
2023-02-02 22:59:49,395 - mmcls - INFO - Epoch [10][390/586]	lr: 2.500e-01, eta: 0:54:45, time: 0.171, data_time: 0.011, memory: 2815, loss: 1.0989, top-1: 65.9766, top-5: 88.5742
2023-02-02 22:59:50,746 - mmcls - INFO - Epoch [10][400/586]	lr: 2.500e-01, eta: 0:54:43, time: 0.134, data_time: 0.008, memory: 2815, loss: 1.0973, top-1: 65.8594, top-5: 88.5547
2023-02-02 22:59:52,225 - mmcls - INFO - Epoch [10][410/586]	lr: 2.500e-01, eta: 0:54:42, time: 0.148, data_time: 0.008, memory: 2815, loss: 1.1056, top-1: 65.5664, top-5: 88.4570
2023-02-02 22:59:53,623 - mmcls - INFO - Epoch [10][420/586]	lr: 2.500e-01, eta: 0:54:41, time: 0.139, data_time: 0.008, memory: 2815, loss: 1.1355, top-1: 64.9805, top-5: 87.4609
2023-02-02 22:59:55,627 - mmcls - INFO - Epoch [10][430/586]	lr: 2.500e-01, eta: 0:54:42, time: 0.198, data_time: 0.008, memory: 2815, loss: 1.1210, top-1: 65.2734, top-5: 88.2617
2023-02-02 22:59:57,457 - mmcls - INFO - Epoch [10][440/586]	lr: 2.500e-01, eta: 0:54:42, time: 0.184, data_time: 0.011, memory: 2815, loss: 1.0873, top-1: 66.5820, top-5: 88.5938
2023-02-02 22:59:59,431 - mmcls - INFO - Epoch [10][450/586]	lr: 2.500e-01, eta: 0:54:43, time: 0.195, data_time: 0.010, memory: 2815, loss: 1.1056, top-1: 66.3672, top-5: 87.9883
2023-02-02 23:00:01,202 - mmcls - INFO - Epoch [10][460/586]	lr: 2.500e-01, eta: 0:54:43, time: 0.180, data_time: 0.012, memory: 2815, loss: 1.1019, top-1: 65.9766, top-5: 88.2031
2023-02-02 23:00:03,065 - mmcls - INFO - Epoch [10][470/586]	lr: 2.500e-01, eta: 0:54:44, time: 0.183, data_time: 0.009, memory: 2815, loss: 1.1466, top-1: 64.7266, top-5: 87.7539
2023-02-02 23:00:04,946 - mmcls - INFO - Epoch [10][480/586]	lr: 2.500e-01, eta: 0:54:44, time: 0.188, data_time: 0.012, memory: 2815, loss: 1.1307, top-1: 64.7852, top-5: 88.0859
2023-02-02 23:00:06,880 - mmcls - INFO - Epoch [10][490/586]	lr: 2.500e-01, eta: 0:54:45, time: 0.195, data_time: 0.012, memory: 2815, loss: 1.1970, top-1: 62.9297, top-5: 87.0312
2023-02-02 23:00:08,782 - mmcls - INFO - Epoch [10][500/586]	lr: 2.500e-01, eta: 0:54:46, time: 0.190, data_time: 0.010, memory: 2815, loss: 1.1177, top-1: 65.8398, top-5: 87.7148
2023-02-02 23:00:10,515 - mmcls - INFO - Epoch [10][510/586]	lr: 2.500e-01, eta: 0:54:46, time: 0.172, data_time: 0.011, memory: 2815, loss: 1.1479, top-1: 64.5312, top-5: 87.7539
2023-02-02 23:00:11,527 - mmcls - INFO - Epoch [10][520/586]	lr: 2.500e-01, eta: 0:54:43, time: 0.109, data_time: 0.012, memory: 2815, loss: 1.1181, top-1: 65.7812, top-5: 88.2227
2023-02-02 23:00:13,181 - mmcls - INFO - Epoch [10][530/586]	lr: 2.500e-01, eta: 0:54:43, time: 0.162, data_time: 0.004, memory: 2815, loss: 1.0963, top-1: 66.2305, top-5: 88.3203
2023-02-02 23:00:14,409 - mmcls - INFO - Epoch [10][540/586]	lr: 2.500e-01, eta: 0:54:40, time: 0.119, data_time: 0.008, memory: 2815, loss: 1.1221, top-1: 65.0391, top-5: 87.8516
2023-02-02 23:00:16,141 - mmcls - INFO - Epoch [10][550/586]	lr: 2.500e-01, eta: 0:54:41, time: 0.175, data_time: 0.012, memory: 2815, loss: 1.1193, top-1: 64.9609, top-5: 88.1641
2023-02-02 23:00:18,066 - mmcls - INFO - Epoch [10][560/586]	lr: 2.500e-01, eta: 0:54:41, time: 0.192, data_time: 0.010, memory: 2815, loss: 1.1442, top-1: 65.1562, top-5: 87.7734
2023-02-02 23:00:19,999 - mmcls - INFO - Epoch [10][570/586]	lr: 2.500e-01, eta: 0:54:42, time: 0.191, data_time: 0.011, memory: 2815, loss: 1.1254, top-1: 65.6055, top-5: 87.5586
2023-02-02 23:00:21,750 - mmcls - INFO - Epoch [10][580/586]	lr: 2.500e-01, eta: 0:54:42, time: 0.177, data_time: 0.013, memory: 2815, loss: 1.1170, top-1: 65.5664, top-5: 88.3398
2023-02-02 23:00:22,725 - mmcls - INFO - Saving checkpoint at 10 epochs
2023-02-02 23:00:25,792 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:00:25,793 - mmcls - INFO - Epoch(val) [10][12]	acc: 63.4833
2023-02-02 23:00:29,760 - mmcls - INFO - Epoch [11][10/586]	lr: 2.500e-01, eta: 0:54:46, time: 0.386, data_time: 0.226, memory: 2815, loss: 1.0798, top-1: 66.7969, top-5: 88.6719
2023-02-02 23:00:31,636 - mmcls - INFO - Epoch [11][20/586]	lr: 2.500e-01, eta: 0:54:47, time: 0.188, data_time: 0.011, memory: 2815, loss: 1.0870, top-1: 65.9766, top-5: 88.6328
2023-02-02 23:00:33,440 - mmcls - INFO - Epoch [11][30/586]	lr: 2.500e-01, eta: 0:54:47, time: 0.181, data_time: 0.011, memory: 2815, loss: 1.1141, top-1: 65.5469, top-5: 88.3594
2023-02-02 23:00:35,340 - mmcls - INFO - Epoch [11][40/586]	lr: 2.500e-01, eta: 0:54:47, time: 0.189, data_time: 0.011, memory: 2815, loss: 1.1112, top-1: 65.2930, top-5: 87.9297
2023-02-02 23:00:37,208 - mmcls - INFO - Epoch [11][50/586]	lr: 2.500e-01, eta: 0:54:48, time: 0.189, data_time: 0.012, memory: 2815, loss: 1.0950, top-1: 66.4648, top-5: 88.1250
2023-02-02 23:00:38,991 - mmcls - INFO - Epoch [11][60/586]	lr: 2.500e-01, eta: 0:54:48, time: 0.178, data_time: 0.010, memory: 2815, loss: 1.0577, top-1: 67.1094, top-5: 88.8867
2023-02-02 23:00:40,898 - mmcls - INFO - Epoch [11][70/586]	lr: 2.500e-01, eta: 0:54:49, time: 0.192, data_time: 0.011, memory: 2815, loss: 1.0756, top-1: 66.2500, top-5: 88.8672
2023-02-02 23:00:42,681 - mmcls - INFO - Epoch [11][80/586]	lr: 2.500e-01, eta: 0:54:49, time: 0.178, data_time: 0.009, memory: 2815, loss: 1.0425, top-1: 67.0312, top-5: 89.3164
2023-02-02 23:00:44,487 - mmcls - INFO - Epoch [11][90/586]	lr: 2.500e-01, eta: 0:54:49, time: 0.178, data_time: 0.009, memory: 2815, loss: 1.0968, top-1: 66.1523, top-5: 87.9688
2023-02-02 23:00:46,236 - mmcls - INFO - Epoch [11][100/586]	lr: 2.500e-01, eta: 0:54:49, time: 0.177, data_time: 0.012, memory: 2815, loss: 1.0942, top-1: 65.9766, top-5: 88.4766
2023-02-02 23:00:48,067 - mmcls - INFO - Epoch [11][110/586]	lr: 2.500e-01, eta: 0:54:49, time: 0.182, data_time: 0.011, memory: 2815, loss: 1.1313, top-1: 64.7070, top-5: 87.2852
2023-02-02 23:00:49,845 - mmcls - INFO - Epoch [11][120/586]	lr: 2.500e-01, eta: 0:54:49, time: 0.179, data_time: 0.012, memory: 2815, loss: 1.0946, top-1: 65.9766, top-5: 88.5547
2023-02-02 23:00:51,655 - mmcls - INFO - Epoch [11][130/586]	lr: 2.500e-01, eta: 0:54:49, time: 0.179, data_time: 0.010, memory: 2815, loss: 1.1644, top-1: 64.5312, top-5: 87.2852
2023-02-02 23:00:53,510 - mmcls - INFO - Epoch [11][140/586]	lr: 2.500e-01, eta: 0:54:49, time: 0.187, data_time: 0.013, memory: 2815, loss: 1.1295, top-1: 64.6875, top-5: 88.0859
2023-02-02 23:00:55,381 - mmcls - INFO - Epoch [11][150/586]	lr: 2.500e-01, eta: 0:54:50, time: 0.188, data_time: 0.011, memory: 2815, loss: 1.0994, top-1: 66.1719, top-5: 88.4961
2023-02-02 23:00:57,188 - mmcls - INFO - Epoch [11][160/586]	lr: 2.500e-01, eta: 0:54:50, time: 0.181, data_time: 0.010, memory: 2815, loss: 1.1270, top-1: 65.3711, top-5: 88.3594
2023-02-02 23:00:59,101 - mmcls - INFO - Epoch [11][170/586]	lr: 2.500e-01, eta: 0:54:50, time: 0.191, data_time: 0.010, memory: 2815, loss: 1.0987, top-1: 66.0156, top-5: 88.3398
2023-02-02 23:01:01,006 - mmcls - INFO - Epoch [11][180/586]	lr: 2.500e-01, eta: 0:54:51, time: 0.191, data_time: 0.011, memory: 2815, loss: 1.1092, top-1: 66.2109, top-5: 87.8516
2023-02-02 23:01:02,693 - mmcls - INFO - Epoch [11][190/586]	lr: 2.500e-01, eta: 0:54:50, time: 0.169, data_time: 0.011, memory: 2815, loss: 1.0636, top-1: 66.8555, top-5: 88.7109
2023-02-02 23:01:04,091 - mmcls - INFO - Epoch [11][200/586]	lr: 2.500e-01, eta: 0:54:49, time: 0.143, data_time: 0.010, memory: 2815, loss: 1.1084, top-1: 64.8047, top-5: 88.7695
2023-02-02 23:01:05,537 - mmcls - INFO - Epoch [11][210/586]	lr: 2.500e-01, eta: 0:54:48, time: 0.144, data_time: 0.008, memory: 2815, loss: 1.1267, top-1: 64.7461, top-5: 87.6953
2023-02-02 23:01:06,867 - mmcls - INFO - Epoch [11][220/586]	lr: 2.500e-01, eta: 0:54:46, time: 0.133, data_time: 0.008, memory: 2815, loss: 1.0983, top-1: 66.8750, top-5: 87.9688
2023-02-02 23:01:08,436 - mmcls - INFO - Epoch [11][230/586]	lr: 2.500e-01, eta: 0:54:45, time: 0.155, data_time: 0.008, memory: 2815, loss: 1.1405, top-1: 64.8633, top-5: 87.4414
2023-02-02 23:01:10,234 - mmcls - INFO - Epoch [11][240/586]	lr: 2.500e-01, eta: 0:54:45, time: 0.179, data_time: 0.010, memory: 2815, loss: 1.1291, top-1: 65.8398, top-5: 87.7344
2023-02-02 23:01:12,118 - mmcls - INFO - Epoch [11][250/586]	lr: 2.500e-01, eta: 0:54:45, time: 0.187, data_time: 0.011, memory: 2815, loss: 1.1256, top-1: 65.1367, top-5: 88.2227
2023-02-02 23:01:13,496 - mmcls - INFO - Epoch [11][260/586]	lr: 2.500e-01, eta: 0:54:44, time: 0.144, data_time: 0.012, memory: 2815, loss: 1.1436, top-1: 65.0781, top-5: 87.4023
2023-02-02 23:01:14,597 - mmcls - INFO - Epoch [11][270/586]	lr: 2.500e-01, eta: 0:54:41, time: 0.110, data_time: 0.006, memory: 2815, loss: 1.1104, top-1: 65.6055, top-5: 88.2812
2023-02-02 23:01:15,941 - mmcls - INFO - Epoch [11][280/586]	lr: 2.500e-01, eta: 0:54:40, time: 0.135, data_time: 0.007, memory: 2815, loss: 1.1277, top-1: 65.2148, top-5: 87.7539
2023-02-02 23:01:17,395 - mmcls - INFO - Epoch [11][290/586]	lr: 2.500e-01, eta: 0:54:38, time: 0.141, data_time: 0.006, memory: 2815, loss: 1.0877, top-1: 66.2500, top-5: 88.3789
2023-02-02 23:01:18,989 - mmcls - INFO - Epoch [11][300/586]	lr: 2.500e-01, eta: 0:54:38, time: 0.163, data_time: 0.011, memory: 2815, loss: 1.1164, top-1: 65.4492, top-5: 88.0664
2023-02-02 23:01:20,707 - mmcls - INFO - Epoch [11][310/586]	lr: 2.500e-01, eta: 0:54:37, time: 0.169, data_time: 0.007, memory: 2815, loss: 1.1405, top-1: 64.9414, top-5: 87.6172
2023-02-02 23:01:22,166 - mmcls - INFO - Epoch [11][320/586]	lr: 2.500e-01, eta: 0:54:36, time: 0.143, data_time: 0.010, memory: 2815, loss: 1.1352, top-1: 65.2148, top-5: 87.7539
2023-02-02 23:01:24,127 - mmcls - INFO - Epoch [11][330/586]	lr: 2.500e-01, eta: 0:54:37, time: 0.198, data_time: 0.013, memory: 2815, loss: 1.0951, top-1: 66.5625, top-5: 88.5938
2023-02-02 23:01:25,978 - mmcls - INFO - Epoch [11][340/586]	lr: 2.500e-01, eta: 0:54:37, time: 0.188, data_time: 0.011, memory: 2815, loss: 1.0820, top-1: 66.3281, top-5: 88.8281
2023-02-02 23:01:27,519 - mmcls - INFO - Epoch [11][350/586]	lr: 2.500e-01, eta: 0:54:36, time: 0.153, data_time: 0.008, memory: 2815, loss: 1.1122, top-1: 65.3320, top-5: 88.4961
2023-02-02 23:01:29,097 - mmcls - INFO - Epoch [11][360/586]	lr: 2.500e-01, eta: 0:54:35, time: 0.156, data_time: 0.009, memory: 2815, loss: 1.1074, top-1: 66.1914, top-5: 88.2031
2023-02-02 23:01:30,935 - mmcls - INFO - Epoch [11][370/586]	lr: 2.500e-01, eta: 0:54:35, time: 0.185, data_time: 0.011, memory: 2815, loss: 1.1151, top-1: 66.1133, top-5: 87.4023
2023-02-02 23:01:32,511 - mmcls - INFO - Epoch [11][380/586]	lr: 2.500e-01, eta: 0:54:34, time: 0.155, data_time: 0.009, memory: 2815, loss: 1.0999, top-1: 65.5469, top-5: 88.1641
2023-02-02 23:01:34,055 - mmcls - INFO - Epoch [11][390/586]	lr: 2.500e-01, eta: 0:54:33, time: 0.156, data_time: 0.011, memory: 2815, loss: 1.1313, top-1: 65.0000, top-5: 88.0664
2023-02-02 23:01:36,008 - mmcls - INFO - Epoch [11][400/586]	lr: 2.500e-01, eta: 0:54:34, time: 0.196, data_time: 0.010, memory: 2815, loss: 1.1136, top-1: 66.1719, top-5: 88.2422
2023-02-02 23:01:37,359 - mmcls - INFO - Epoch [11][410/586]	lr: 2.500e-01, eta: 0:54:32, time: 0.135, data_time: 0.009, memory: 2815, loss: 1.0932, top-1: 66.2305, top-5: 88.5742
2023-02-02 23:01:38,436 - mmcls - INFO - Epoch [11][420/586]	lr: 2.500e-01, eta: 0:54:30, time: 0.115, data_time: 0.009, memory: 2815, loss: 1.1260, top-1: 65.4688, top-5: 87.7930
2023-02-02 23:01:39,384 - mmcls - INFO - Epoch [11][430/586]	lr: 2.500e-01, eta: 0:54:26, time: 0.088, data_time: 0.002, memory: 2815, loss: 1.0982, top-1: 66.1523, top-5: 88.1641
2023-02-02 23:01:40,662 - mmcls - INFO - Epoch [11][440/586]	lr: 2.500e-01, eta: 0:54:25, time: 0.131, data_time: 0.009, memory: 2815, loss: 1.1290, top-1: 65.4883, top-5: 87.8516
2023-02-02 23:01:41,562 - mmcls - INFO - Epoch [11][450/586]	lr: 2.500e-01, eta: 0:54:21, time: 0.084, data_time: 0.006, memory: 2815, loss: 1.0749, top-1: 66.4648, top-5: 88.7109
2023-02-02 23:01:43,458 - mmcls - INFO - Epoch [11][460/586]	lr: 2.500e-01, eta: 0:54:22, time: 0.193, data_time: 0.012, memory: 2815, loss: 1.1183, top-1: 65.6055, top-5: 87.6953
2023-02-02 23:01:44,779 - mmcls - INFO - Epoch [11][470/586]	lr: 2.500e-01, eta: 0:54:20, time: 0.130, data_time: 0.009, memory: 2815, loss: 1.0916, top-1: 66.3672, top-5: 88.3398
2023-02-02 23:01:46,308 - mmcls - INFO - Epoch [11][480/586]	lr: 2.500e-01, eta: 0:54:19, time: 0.153, data_time: 0.010, memory: 2815, loss: 1.1029, top-1: 65.7617, top-5: 88.2422
2023-02-02 23:01:48,204 - mmcls - INFO - Epoch [11][490/586]	lr: 2.500e-01, eta: 0:54:19, time: 0.186, data_time: 0.010, memory: 2815, loss: 1.0984, top-1: 66.1914, top-5: 88.3789
2023-02-02 23:01:50,182 - mmcls - INFO - Epoch [11][500/586]	lr: 2.500e-01, eta: 0:54:20, time: 0.199, data_time: 0.014, memory: 2815, loss: 1.1605, top-1: 64.8438, top-5: 86.9922
2023-02-02 23:01:51,784 - mmcls - INFO - Epoch [11][510/586]	lr: 2.500e-01, eta: 0:54:19, time: 0.162, data_time: 0.013, memory: 2815, loss: 1.1240, top-1: 65.1758, top-5: 88.1836
2023-02-02 23:01:53,269 - mmcls - INFO - Epoch [11][520/586]	lr: 2.500e-01, eta: 0:54:18, time: 0.154, data_time: 0.011, memory: 2815, loss: 1.1112, top-1: 65.6445, top-5: 87.9883
2023-02-02 23:01:55,084 - mmcls - INFO - Epoch [11][530/586]	lr: 2.500e-01, eta: 0:54:18, time: 0.176, data_time: 0.006, memory: 2815, loss: 1.1553, top-1: 64.2188, top-5: 87.6172
2023-02-02 23:01:56,695 - mmcls - INFO - Epoch [11][540/586]	lr: 2.500e-01, eta: 0:54:17, time: 0.160, data_time: 0.011, memory: 2815, loss: 1.0843, top-1: 66.1133, top-5: 88.2227
2023-02-02 23:01:58,231 - mmcls - INFO - Epoch [11][550/586]	lr: 2.500e-01, eta: 0:54:16, time: 0.158, data_time: 0.012, memory: 2815, loss: 1.1341, top-1: 64.9414, top-5: 87.6758
2023-02-02 23:02:00,080 - mmcls - INFO - Epoch [11][560/586]	lr: 2.500e-01, eta: 0:54:16, time: 0.183, data_time: 0.008, memory: 2815, loss: 1.1190, top-1: 65.3516, top-5: 88.1055
2023-02-02 23:02:01,524 - mmcls - INFO - Epoch [11][570/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.139, data_time: 0.010, memory: 2815, loss: 1.0675, top-1: 66.9727, top-5: 88.7109
2023-02-02 23:02:02,980 - mmcls - INFO - Epoch [11][580/586]	lr: 2.500e-01, eta: 0:54:13, time: 0.155, data_time: 0.016, memory: 2815, loss: 1.1366, top-1: 64.3945, top-5: 87.9688
2023-02-02 23:02:03,551 - mmcls - INFO - Saving checkpoint at 11 epochs
2023-02-02 23:02:06,547 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:02:06,548 - mmcls - INFO - Epoch(val) [11][12]	acc: 62.1500
2023-02-02 23:02:10,344 - mmcls - INFO - Epoch [12][10/586]	lr: 2.500e-01, eta: 0:54:16, time: 0.374, data_time: 0.216, memory: 2815, loss: 1.1310, top-1: 65.0977, top-5: 88.2422
2023-02-02 23:02:11,588 - mmcls - INFO - Epoch [12][20/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.122, data_time: 0.006, memory: 2815, loss: 1.1245, top-1: 64.9219, top-5: 88.1445
2023-02-02 23:02:13,363 - mmcls - INFO - Epoch [12][30/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.176, data_time: 0.009, memory: 2815, loss: 1.0600, top-1: 67.2070, top-5: 88.6719
2023-02-02 23:02:15,263 - mmcls - INFO - Epoch [12][40/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.187, data_time: 0.010, memory: 2815, loss: 1.1152, top-1: 64.6680, top-5: 88.5352
2023-02-02 23:02:17,155 - mmcls - INFO - Epoch [12][50/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.190, data_time: 0.013, memory: 2815, loss: 1.1675, top-1: 63.9453, top-5: 87.5781
2023-02-02 23:02:19,040 - mmcls - INFO - Epoch [12][60/586]	lr: 2.500e-01, eta: 0:54:15, time: 0.190, data_time: 0.012, memory: 2815, loss: 1.1229, top-1: 64.8242, top-5: 88.4961
2023-02-02 23:02:20,828 - mmcls - INFO - Epoch [12][70/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.179, data_time: 0.011, memory: 2815, loss: 1.0758, top-1: 66.9531, top-5: 88.5547
2023-02-02 23:02:22,592 - mmcls - INFO - Epoch [12][80/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.176, data_time: 0.011, memory: 2815, loss: 1.1079, top-1: 66.2305, top-5: 88.0469
2023-02-02 23:02:24,430 - mmcls - INFO - Epoch [12][90/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.184, data_time: 0.011, memory: 2815, loss: 1.1202, top-1: 65.5273, top-5: 87.8906
2023-02-02 23:02:26,225 - mmcls - INFO - Epoch [12][100/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.182, data_time: 0.011, memory: 2815, loss: 1.1078, top-1: 65.4688, top-5: 88.3008
2023-02-02 23:02:28,045 - mmcls - INFO - Epoch [12][110/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.180, data_time: 0.009, memory: 2815, loss: 1.0954, top-1: 66.3086, top-5: 88.0664
2023-02-02 23:02:29,894 - mmcls - INFO - Epoch [12][120/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.185, data_time: 0.011, memory: 2815, loss: 1.0427, top-1: 67.4219, top-5: 89.6289
2023-02-02 23:02:31,696 - mmcls - INFO - Epoch [12][130/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.179, data_time: 0.010, memory: 2815, loss: 1.0267, top-1: 67.5195, top-5: 89.7266
2023-02-02 23:02:33,552 - mmcls - INFO - Epoch [12][140/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.186, data_time: 0.011, memory: 2815, loss: 1.1083, top-1: 65.6055, top-5: 88.3594
2023-02-02 23:02:35,295 - mmcls - INFO - Epoch [12][150/586]	lr: 2.500e-01, eta: 0:54:13, time: 0.174, data_time: 0.011, memory: 2815, loss: 1.1419, top-1: 64.2383, top-5: 87.8125
2023-02-02 23:02:37,021 - mmcls - INFO - Epoch [12][160/586]	lr: 2.500e-01, eta: 0:54:13, time: 0.170, data_time: 0.011, memory: 2815, loss: 1.0959, top-1: 65.0586, top-5: 88.8281
2023-02-02 23:02:38,943 - mmcls - INFO - Epoch [12][170/586]	lr: 2.500e-01, eta: 0:54:13, time: 0.195, data_time: 0.013, memory: 2815, loss: 1.0968, top-1: 66.3281, top-5: 88.0664
2023-02-02 23:02:40,913 - mmcls - INFO - Epoch [12][180/586]	lr: 2.500e-01, eta: 0:54:14, time: 0.198, data_time: 0.011, memory: 2815, loss: 1.0773, top-1: 66.4258, top-5: 88.3203
2023-02-02 23:02:42,693 - mmcls - INFO - Epoch [12][190/586]	lr: 2.500e-01, eta: 0:54:13, time: 0.177, data_time: 0.009, memory: 2815, loss: 1.0676, top-1: 66.7188, top-5: 88.6328
2023-02-02 23:02:44,485 - mmcls - INFO - Epoch [12][200/586]	lr: 2.500e-01, eta: 0:54:13, time: 0.179, data_time: 0.010, memory: 2815, loss: 1.0810, top-1: 66.6797, top-5: 89.0234
2023-02-02 23:02:46,205 - mmcls - INFO - Epoch [12][210/586]	lr: 2.500e-01, eta: 0:54:13, time: 0.173, data_time: 0.010, memory: 2815, loss: 1.1312, top-1: 64.9805, top-5: 88.1445
2023-02-02 23:02:47,060 - mmcls - INFO - Epoch [12][220/586]	lr: 2.500e-01, eta: 0:54:10, time: 0.092, data_time: 0.009, memory: 2815, loss: 1.1055, top-1: 66.3672, top-5: 88.3203
2023-02-02 23:02:47,751 - mmcls - INFO - Epoch [12][230/586]	lr: 2.500e-01, eta: 0:54:05, time: 0.066, data_time: 0.003, memory: 2815, loss: 1.1189, top-1: 64.7461, top-5: 88.2031
2023-02-02 23:02:48,456 - mmcls - INFO - Epoch [12][240/586]	lr: 2.500e-01, eta: 0:54:02, time: 0.075, data_time: 0.007, memory: 2815, loss: 1.1450, top-1: 65.0781, top-5: 87.4219
2023-02-02 23:02:49,352 - mmcls - INFO - Epoch [12][250/586]	lr: 2.500e-01, eta: 0:53:58, time: 0.089, data_time: 0.002, memory: 2815, loss: 1.1480, top-1: 64.9609, top-5: 87.4023
2023-02-02 23:02:49,886 - mmcls - INFO - Epoch [12][260/586]	lr: 2.500e-01, eta: 0:53:54, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.1080, top-1: 65.7227, top-5: 88.0078
2023-02-02 23:02:51,024 - mmcls - INFO - Epoch [12][270/586]	lr: 2.500e-01, eta: 0:53:51, time: 0.107, data_time: 0.003, memory: 2815, loss: 1.0997, top-1: 66.0547, top-5: 88.5742
2023-02-02 23:02:52,557 - mmcls - INFO - Epoch [12][280/586]	lr: 2.500e-01, eta: 0:53:50, time: 0.157, data_time: 0.010, memory: 2815, loss: 1.1078, top-1: 66.0156, top-5: 87.9102
2023-02-02 23:02:54,361 - mmcls - INFO - Epoch [12][290/586]	lr: 2.500e-01, eta: 0:53:50, time: 0.175, data_time: 0.006, memory: 2815, loss: 1.0599, top-1: 67.2461, top-5: 88.7695
2023-02-02 23:02:56,029 - mmcls - INFO - Epoch [12][300/586]	lr: 2.500e-01, eta: 0:53:49, time: 0.166, data_time: 0.012, memory: 2815, loss: 1.0918, top-1: 66.2695, top-5: 88.6328
2023-02-02 23:02:57,523 - mmcls - INFO - Epoch [12][310/586]	lr: 2.500e-01, eta: 0:53:48, time: 0.155, data_time: 0.012, memory: 2815, loss: 1.0637, top-1: 66.5430, top-5: 88.7109
2023-02-02 23:02:59,307 - mmcls - INFO - Epoch [12][320/586]	lr: 2.500e-01, eta: 0:53:48, time: 0.174, data_time: 0.006, memory: 2815, loss: 1.0886, top-1: 66.4258, top-5: 88.2812
2023-02-02 23:03:00,794 - mmcls - INFO - Epoch [12][330/586]	lr: 2.500e-01, eta: 0:53:47, time: 0.150, data_time: 0.011, memory: 2815, loss: 1.0670, top-1: 66.1914, top-5: 89.0625
2023-02-02 23:03:02,669 - mmcls - INFO - Epoch [12][340/586]	lr: 2.500e-01, eta: 0:53:47, time: 0.188, data_time: 0.009, memory: 2815, loss: 1.0972, top-1: 65.9375, top-5: 88.2812
2023-02-02 23:03:04,164 - mmcls - INFO - Epoch [12][350/586]	lr: 2.500e-01, eta: 0:53:45, time: 0.148, data_time: 0.009, memory: 2815, loss: 1.0961, top-1: 65.8203, top-5: 87.9102
2023-02-02 23:03:06,022 - mmcls - INFO - Epoch [12][360/586]	lr: 2.500e-01, eta: 0:53:45, time: 0.185, data_time: 0.010, memory: 2815, loss: 1.1184, top-1: 65.5469, top-5: 87.7344
2023-02-02 23:03:07,595 - mmcls - INFO - Epoch [12][370/586]	lr: 2.500e-01, eta: 0:53:45, time: 0.162, data_time: 0.011, memory: 2815, loss: 1.1108, top-1: 65.8008, top-5: 87.8711
2023-02-02 23:03:09,212 - mmcls - INFO - Epoch [12][380/586]	lr: 2.500e-01, eta: 0:53:44, time: 0.158, data_time: 0.006, memory: 2815, loss: 1.1249, top-1: 65.7812, top-5: 87.8516
2023-02-02 23:03:10,779 - mmcls - INFO - Epoch [12][390/586]	lr: 2.500e-01, eta: 0:53:43, time: 0.156, data_time: 0.010, memory: 2815, loss: 1.0922, top-1: 65.9375, top-5: 88.4570
2023-02-02 23:03:12,589 - mmcls - INFO - Epoch [12][400/586]	lr: 2.500e-01, eta: 0:53:43, time: 0.185, data_time: 0.010, memory: 2815, loss: 1.0998, top-1: 66.1133, top-5: 88.5938
2023-02-02 23:03:14,305 - mmcls - INFO - Epoch [12][410/586]	lr: 2.500e-01, eta: 0:53:42, time: 0.165, data_time: 0.006, memory: 2815, loss: 1.1659, top-1: 64.8828, top-5: 87.0312
2023-02-02 23:03:15,860 - mmcls - INFO - Epoch [12][420/586]	lr: 2.500e-01, eta: 0:53:41, time: 0.156, data_time: 0.013, memory: 2815, loss: 1.0445, top-1: 67.7539, top-5: 89.2188
2023-02-02 23:03:17,531 - mmcls - INFO - Epoch [12][430/586]	lr: 2.500e-01, eta: 0:53:40, time: 0.174, data_time: 0.012, memory: 2815, loss: 1.0808, top-1: 66.6016, top-5: 88.4766
2023-02-02 23:03:19,064 - mmcls - INFO - Epoch [12][440/586]	lr: 2.500e-01, eta: 0:53:39, time: 0.149, data_time: 0.006, memory: 2815, loss: 1.1140, top-1: 65.4492, top-5: 88.2422
2023-02-02 23:03:20,486 - mmcls - INFO - Epoch [12][450/586]	lr: 2.500e-01, eta: 0:53:38, time: 0.144, data_time: 0.010, memory: 2815, loss: 1.1238, top-1: 66.6992, top-5: 87.8125
2023-02-02 23:03:21,930 - mmcls - INFO - Epoch [12][460/586]	lr: 2.500e-01, eta: 0:53:36, time: 0.145, data_time: 0.007, memory: 2815, loss: 1.1090, top-1: 65.8789, top-5: 88.0859
2023-02-02 23:03:22,879 - mmcls - INFO - Epoch [12][470/586]	lr: 2.500e-01, eta: 0:53:33, time: 0.100, data_time: 0.007, memory: 2815, loss: 1.1371, top-1: 65.1172, top-5: 87.6953
2023-02-02 23:03:23,550 - mmcls - INFO - Epoch [12][480/586]	lr: 2.500e-01, eta: 0:53:29, time: 0.066, data_time: 0.002, memory: 2815, loss: 1.1558, top-1: 64.8633, top-5: 87.1875
2023-02-02 23:03:24,123 - mmcls - INFO - Epoch [12][490/586]	lr: 2.500e-01, eta: 0:53:25, time: 0.058, data_time: 0.003, memory: 2815, loss: 1.1053, top-1: 66.3477, top-5: 88.3398
2023-02-02 23:03:24,888 - mmcls - INFO - Epoch [12][500/586]	lr: 2.500e-01, eta: 0:53:22, time: 0.075, data_time: 0.003, memory: 2815, loss: 1.0613, top-1: 67.0312, top-5: 88.7109
2023-02-02 23:03:25,627 - mmcls - INFO - Epoch [12][510/586]	lr: 2.500e-01, eta: 0:53:18, time: 0.072, data_time: 0.005, memory: 2815, loss: 1.0896, top-1: 65.9961, top-5: 88.8867
2023-02-02 23:03:27,558 - mmcls - INFO - Epoch [12][520/586]	lr: 2.500e-01, eta: 0:53:18, time: 0.188, data_time: 0.006, memory: 2815, loss: 1.1242, top-1: 65.6055, top-5: 87.8516
2023-02-02 23:03:29,089 - mmcls - INFO - Epoch [12][530/586]	lr: 2.500e-01, eta: 0:53:17, time: 0.153, data_time: 0.011, memory: 2815, loss: 1.1083, top-1: 65.4688, top-5: 88.1641
2023-02-02 23:03:30,707 - mmcls - INFO - Epoch [12][540/586]	lr: 2.500e-01, eta: 0:53:16, time: 0.162, data_time: 0.011, memory: 2815, loss: 1.0867, top-1: 66.6406, top-5: 88.2422
2023-02-02 23:03:32,713 - mmcls - INFO - Epoch [12][550/586]	lr: 2.500e-01, eta: 0:53:16, time: 0.199, data_time: 0.010, memory: 2815, loss: 1.0999, top-1: 66.1914, top-5: 87.9297
2023-02-02 23:03:34,210 - mmcls - INFO - Epoch [12][560/586]	lr: 2.500e-01, eta: 0:53:15, time: 0.149, data_time: 0.012, memory: 2815, loss: 1.1397, top-1: 64.9609, top-5: 87.5195
2023-02-02 23:03:35,635 - mmcls - INFO - Epoch [12][570/586]	lr: 2.500e-01, eta: 0:53:14, time: 0.149, data_time: 0.013, memory: 2815, loss: 1.1542, top-1: 65.2539, top-5: 87.1680
2023-02-02 23:03:37,370 - mmcls - INFO - Epoch [12][580/586]	lr: 2.500e-01, eta: 0:53:13, time: 0.169, data_time: 0.006, memory: 2815, loss: 1.1531, top-1: 65.1758, top-5: 87.4023
2023-02-02 23:03:37,892 - mmcls - INFO - Saving checkpoint at 12 epochs
2023-02-02 23:03:40,877 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:03:40,878 - mmcls - INFO - Epoch(val) [12][12]	acc: 62.6333
2023-02-02 23:03:44,685 - mmcls - INFO - Epoch [13][10/586]	lr: 2.500e-01, eta: 0:53:15, time: 0.374, data_time: 0.224, memory: 2815, loss: 1.0587, top-1: 67.5195, top-5: 88.6523
2023-02-02 23:03:46,496 - mmcls - INFO - Epoch [13][20/586]	lr: 2.500e-01, eta: 0:53:15, time: 0.176, data_time: 0.007, memory: 2815, loss: 1.0642, top-1: 67.0898, top-5: 88.4180
2023-02-02 23:03:47,795 - mmcls - INFO - Epoch [13][30/586]	lr: 2.500e-01, eta: 0:53:13, time: 0.132, data_time: 0.012, memory: 2815, loss: 1.0496, top-1: 67.1875, top-5: 88.9258
2023-02-02 23:03:49,329 - mmcls - INFO - Epoch [13][40/586]	lr: 2.500e-01, eta: 0:53:12, time: 0.158, data_time: 0.010, memory: 2815, loss: 1.0824, top-1: 66.7188, top-5: 88.6523
2023-02-02 23:03:50,581 - mmcls - INFO - Epoch [13][50/586]	lr: 2.500e-01, eta: 0:53:10, time: 0.123, data_time: 0.006, memory: 2815, loss: 1.0925, top-1: 66.1523, top-5: 88.3203
2023-02-02 23:03:51,707 - mmcls - INFO - Epoch [13][60/586]	lr: 2.500e-01, eta: 0:53:08, time: 0.113, data_time: 0.008, memory: 2815, loss: 1.1068, top-1: 66.2109, top-5: 88.1641
2023-02-02 23:03:53,016 - mmcls - INFO - Epoch [13][70/586]	lr: 2.500e-01, eta: 0:53:06, time: 0.131, data_time: 0.007, memory: 2815, loss: 1.0865, top-1: 67.1094, top-5: 88.3594
2023-02-02 23:03:53,563 - mmcls - INFO - Epoch [13][80/586]	lr: 2.500e-01, eta: 0:53:02, time: 0.059, data_time: 0.007, memory: 2815, loss: 1.1090, top-1: 66.4648, top-5: 88.2031
2023-02-02 23:03:54,255 - mmcls - INFO - Epoch [13][90/586]	lr: 2.500e-01, eta: 0:52:58, time: 0.065, data_time: 0.003, memory: 2815, loss: 1.0932, top-1: 66.4844, top-5: 88.4570
2023-02-02 23:03:55,748 - mmcls - INFO - Epoch [13][100/586]	lr: 2.500e-01, eta: 0:52:57, time: 0.145, data_time: 0.007, memory: 2815, loss: 1.0456, top-1: 67.2266, top-5: 89.3555
2023-02-02 23:03:56,805 - mmcls - INFO - Epoch [13][110/586]	lr: 2.500e-01, eta: 0:52:54, time: 0.112, data_time: 0.010, memory: 2815, loss: 1.1339, top-1: 65.2930, top-5: 87.9883
2023-02-02 23:03:58,641 - mmcls - INFO - Epoch [13][120/586]	lr: 2.500e-01, eta: 0:52:54, time: 0.179, data_time: 0.005, memory: 2815, loss: 1.1120, top-1: 65.7227, top-5: 87.8516
2023-02-02 23:04:00,174 - mmcls - INFO - Epoch [13][130/586]	lr: 2.500e-01, eta: 0:52:53, time: 0.151, data_time: 0.010, memory: 2815, loss: 1.0606, top-1: 67.4219, top-5: 88.9258
2023-02-02 23:04:01,692 - mmcls - INFO - Epoch [13][140/586]	lr: 2.500e-01, eta: 0:52:52, time: 0.157, data_time: 0.012, memory: 2815, loss: 1.0847, top-1: 66.1719, top-5: 89.1016
2023-02-02 23:04:03,507 - mmcls - INFO - Epoch [13][150/586]	lr: 2.500e-01, eta: 0:52:51, time: 0.176, data_time: 0.007, memory: 2815, loss: 1.0950, top-1: 66.0156, top-5: 88.5156
2023-02-02 23:04:04,900 - mmcls - INFO - Epoch [13][160/586]	lr: 2.500e-01, eta: 0:52:50, time: 0.138, data_time: 0.013, memory: 2815, loss: 1.0249, top-1: 68.1445, top-5: 89.1992
2023-02-02 23:04:06,603 - mmcls - INFO - Epoch [13][170/586]	lr: 2.500e-01, eta: 0:52:49, time: 0.176, data_time: 0.014, memory: 2815, loss: 1.0581, top-1: 66.7578, top-5: 89.1211
2023-02-02 23:04:08,299 - mmcls - INFO - Epoch [13][180/586]	lr: 2.500e-01, eta: 0:52:48, time: 0.165, data_time: 0.008, memory: 2815, loss: 1.1019, top-1: 66.1914, top-5: 87.8906
2023-02-02 23:04:09,898 - mmcls - INFO - Epoch [13][190/586]	lr: 2.500e-01, eta: 0:52:48, time: 0.161, data_time: 0.012, memory: 2815, loss: 1.1045, top-1: 65.5469, top-5: 88.2812
2023-02-02 23:04:11,483 - mmcls - INFO - Epoch [13][200/586]	lr: 2.500e-01, eta: 0:52:47, time: 0.165, data_time: 0.010, memory: 2815, loss: 1.0676, top-1: 66.9922, top-5: 88.7500
2023-02-02 23:04:12,992 - mmcls - INFO - Epoch [13][210/586]	lr: 2.500e-01, eta: 0:52:45, time: 0.144, data_time: 0.004, memory: 2815, loss: 1.0848, top-1: 66.5430, top-5: 88.1055
2023-02-02 23:04:14,490 - mmcls - INFO - Epoch [13][220/586]	lr: 2.500e-01, eta: 0:52:44, time: 0.151, data_time: 0.012, memory: 2815, loss: 1.1423, top-1: 64.7461, top-5: 87.7148
2023-02-02 23:04:16,282 - mmcls - INFO - Epoch [13][230/586]	lr: 2.500e-01, eta: 0:52:44, time: 0.184, data_time: 0.010, memory: 2815, loss: 1.0824, top-1: 66.8555, top-5: 88.4375
2023-02-02 23:04:17,751 - mmcls - INFO - Epoch [13][240/586]	lr: 2.500e-01, eta: 0:52:42, time: 0.139, data_time: 0.005, memory: 2815, loss: 1.0301, top-1: 67.7344, top-5: 89.4141
2023-02-02 23:04:19,128 - mmcls - INFO - Epoch [13][250/586]	lr: 2.500e-01, eta: 0:52:41, time: 0.143, data_time: 0.012, memory: 2815, loss: 1.0204, top-1: 67.4219, top-5: 89.5508
2023-02-02 23:04:20,907 - mmcls - INFO - Epoch [13][260/586]	lr: 2.500e-01, eta: 0:52:40, time: 0.174, data_time: 0.007, memory: 2815, loss: 1.0801, top-1: 66.7188, top-5: 88.5742
2023-02-02 23:04:22,058 - mmcls - INFO - Epoch [13][270/586]	lr: 2.500e-01, eta: 0:52:38, time: 0.120, data_time: 0.011, memory: 2815, loss: 1.0893, top-1: 66.2305, top-5: 88.4375
2023-02-02 23:04:22,862 - mmcls - INFO - Epoch [13][280/586]	lr: 2.500e-01, eta: 0:52:35, time: 0.081, data_time: 0.007, memory: 2815, loss: 1.1009, top-1: 66.5820, top-5: 88.2031
2023-02-02 23:04:23,876 - mmcls - INFO - Epoch [13][290/586]	lr: 2.500e-01, eta: 0:52:32, time: 0.105, data_time: 0.006, memory: 2815, loss: 1.1137, top-1: 65.7617, top-5: 87.5781
2023-02-02 23:04:24,580 - mmcls - INFO - Epoch [13][300/586]	lr: 2.500e-01, eta: 0:52:29, time: 0.068, data_time: 0.002, memory: 2815, loss: 1.1043, top-1: 65.8594, top-5: 88.3398
2023-02-02 23:04:25,101 - mmcls - INFO - Epoch [13][310/586]	lr: 2.500e-01, eta: 0:52:25, time: 0.055, data_time: 0.005, memory: 2815, loss: 1.0847, top-1: 66.6602, top-5: 88.5547
2023-02-02 23:04:25,580 - mmcls - INFO - Epoch [13][320/586]	lr: 2.500e-01, eta: 0:52:20, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.0863, top-1: 66.6602, top-5: 88.3203
2023-02-02 23:04:26,061 - mmcls - INFO - Epoch [13][330/586]	lr: 2.500e-01, eta: 0:52:16, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.0462, top-1: 67.1289, top-5: 89.4531
2023-02-02 23:04:26,539 - mmcls - INFO - Epoch [13][340/586]	lr: 2.500e-01, eta: 0:52:12, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0998, top-1: 66.2109, top-5: 88.4180
2023-02-02 23:04:27,396 - mmcls - INFO - Epoch [13][350/586]	lr: 2.500e-01, eta: 0:52:09, time: 0.083, data_time: 0.002, memory: 2815, loss: 1.0959, top-1: 66.2305, top-5: 88.3008
2023-02-02 23:04:28,342 - mmcls - INFO - Epoch [13][360/586]	lr: 2.500e-01, eta: 0:52:06, time: 0.094, data_time: 0.005, memory: 2815, loss: 1.0808, top-1: 66.8164, top-5: 88.7891
2023-02-02 23:04:29,380 - mmcls - INFO - Epoch [13][370/586]	lr: 2.500e-01, eta: 0:52:03, time: 0.103, data_time: 0.006, memory: 2815, loss: 1.1494, top-1: 64.9805, top-5: 87.7344
2023-02-02 23:04:30,418 - mmcls - INFO - Epoch [13][380/586]	lr: 2.500e-01, eta: 0:52:01, time: 0.104, data_time: 0.006, memory: 2815, loss: 1.0683, top-1: 66.7969, top-5: 89.3750
2023-02-02 23:04:31,371 - mmcls - INFO - Epoch [13][390/586]	lr: 2.500e-01, eta: 0:51:58, time: 0.098, data_time: 0.006, memory: 2815, loss: 1.1103, top-1: 66.4258, top-5: 87.7930
2023-02-02 23:04:32,398 - mmcls - INFO - Epoch [13][400/586]	lr: 2.500e-01, eta: 0:51:55, time: 0.102, data_time: 0.004, memory: 2815, loss: 1.0752, top-1: 66.1719, top-5: 88.9062
2023-02-02 23:04:33,461 - mmcls - INFO - Epoch [13][410/586]	lr: 2.500e-01, eta: 0:51:53, time: 0.105, data_time: 0.004, memory: 2815, loss: 1.0541, top-1: 67.4414, top-5: 89.1992
2023-02-02 23:04:34,451 - mmcls - INFO - Epoch [13][420/586]	lr: 2.500e-01, eta: 0:51:50, time: 0.099, data_time: 0.006, memory: 2815, loss: 1.0611, top-1: 67.2070, top-5: 88.9258
2023-02-02 23:04:35,440 - mmcls - INFO - Epoch [13][430/586]	lr: 2.500e-01, eta: 0:51:47, time: 0.098, data_time: 0.006, memory: 2815, loss: 1.0696, top-1: 67.4414, top-5: 88.8281
2023-02-02 23:04:36,474 - mmcls - INFO - Epoch [13][440/586]	lr: 2.500e-01, eta: 0:51:45, time: 0.105, data_time: 0.007, memory: 2815, loss: 1.1066, top-1: 66.2109, top-5: 87.8906
2023-02-02 23:04:37,465 - mmcls - INFO - Epoch [13][450/586]	lr: 2.500e-01, eta: 0:51:42, time: 0.098, data_time: 0.005, memory: 2815, loss: 1.0546, top-1: 67.5781, top-5: 88.5742
2023-02-02 23:04:38,506 - mmcls - INFO - Epoch [13][460/586]	lr: 2.500e-01, eta: 0:51:39, time: 0.104, data_time: 0.006, memory: 2815, loss: 1.0471, top-1: 67.2656, top-5: 89.3945
2023-02-02 23:04:39,543 - mmcls - INFO - Epoch [13][470/586]	lr: 2.500e-01, eta: 0:51:37, time: 0.104, data_time: 0.006, memory: 2815, loss: 1.0787, top-1: 66.0352, top-5: 88.5742
2023-02-02 23:04:40,539 - mmcls - INFO - Epoch [13][480/586]	lr: 2.500e-01, eta: 0:51:34, time: 0.100, data_time: 0.006, memory: 2815, loss: 1.0678, top-1: 65.8789, top-5: 88.7891
2023-02-02 23:04:41,540 - mmcls - INFO - Epoch [13][490/586]	lr: 2.500e-01, eta: 0:51:32, time: 0.100, data_time: 0.006, memory: 2815, loss: 1.0649, top-1: 66.8359, top-5: 88.7695
2023-02-02 23:04:42,580 - mmcls - INFO - Epoch [13][500/586]	lr: 2.500e-01, eta: 0:51:29, time: 0.104, data_time: 0.006, memory: 2815, loss: 1.1107, top-1: 65.9961, top-5: 87.6562
2023-02-02 23:04:43,619 - mmcls - INFO - Epoch [13][510/586]	lr: 2.500e-01, eta: 0:51:27, time: 0.104, data_time: 0.006, memory: 2815, loss: 1.0863, top-1: 65.8008, top-5: 88.9062
2023-02-02 23:04:44,441 - mmcls - INFO - Epoch [13][520/586]	lr: 2.500e-01, eta: 0:51:24, time: 0.086, data_time: 0.006, memory: 2815, loss: 1.0733, top-1: 65.9180, top-5: 89.2188
2023-02-02 23:04:44,912 - mmcls - INFO - Epoch [13][530/586]	lr: 2.500e-01, eta: 0:51:19, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.1102, top-1: 65.5078, top-5: 88.1836
2023-02-02 23:04:45,388 - mmcls - INFO - Epoch [13][540/586]	lr: 2.500e-01, eta: 0:51:15, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.1094, top-1: 65.2344, top-5: 88.1836
2023-02-02 23:04:45,861 - mmcls - INFO - Epoch [13][550/586]	lr: 2.500e-01, eta: 0:51:11, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0754, top-1: 66.3477, top-5: 89.0820
2023-02-02 23:04:46,595 - mmcls - INFO - Epoch [13][560/586]	lr: 2.500e-01, eta: 0:51:08, time: 0.074, data_time: 0.003, memory: 2815, loss: 1.0799, top-1: 66.7969, top-5: 88.5938
2023-02-02 23:04:47,063 - mmcls - INFO - Epoch [13][570/586]	lr: 2.500e-01, eta: 0:51:04, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0964, top-1: 66.5234, top-5: 88.2812
2023-02-02 23:04:47,508 - mmcls - INFO - Epoch [13][580/586]	lr: 2.500e-01, eta: 0:51:00, time: 0.044, data_time: 0.002, memory: 2815, loss: 1.0952, top-1: 65.9961, top-5: 88.5938
2023-02-02 23:04:47,757 - mmcls - INFO - Saving checkpoint at 13 epochs
2023-02-02 23:04:50,513 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:04:50,514 - mmcls - INFO - Epoch(val) [13][12]	acc: 59.9167
2023-02-02 23:04:53,861 - mmcls - INFO - Epoch [14][10/586]	lr: 2.500e-01, eta: 0:51:00, time: 0.329, data_time: 0.219, memory: 2815, loss: 1.0534, top-1: 66.7578, top-5: 89.1211
2023-02-02 23:04:54,855 - mmcls - INFO - Epoch [14][20/586]	lr: 2.500e-01, eta: 0:50:58, time: 0.101, data_time: 0.006, memory: 2815, loss: 1.0549, top-1: 66.9336, top-5: 88.7695
2023-02-02 23:04:55,800 - mmcls - INFO - Epoch [14][30/586]	lr: 2.500e-01, eta: 0:50:55, time: 0.094, data_time: 0.005, memory: 2815, loss: 1.0988, top-1: 65.3516, top-5: 88.2422
2023-02-02 23:04:56,760 - mmcls - INFO - Epoch [14][40/586]	lr: 2.500e-01, eta: 0:50:52, time: 0.095, data_time: 0.005, memory: 2815, loss: 1.1214, top-1: 65.5273, top-5: 88.1641
2023-02-02 23:04:57,695 - mmcls - INFO - Epoch [14][50/586]	lr: 2.500e-01, eta: 0:50:49, time: 0.092, data_time: 0.006, memory: 2815, loss: 1.1106, top-1: 66.2500, top-5: 87.9297
2023-02-02 23:04:58,234 - mmcls - INFO - Epoch [14][60/586]	lr: 2.500e-01, eta: 0:50:46, time: 0.059, data_time: 0.008, memory: 2815, loss: 1.0840, top-1: 66.8359, top-5: 88.1641
2023-02-02 23:04:58,713 - mmcls - INFO - Epoch [14][70/586]	lr: 2.500e-01, eta: 0:50:42, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.1175, top-1: 65.9570, top-5: 88.2617
2023-02-02 23:04:59,192 - mmcls - INFO - Epoch [14][80/586]	lr: 2.500e-01, eta: 0:50:38, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.0746, top-1: 66.1328, top-5: 88.8281
2023-02-02 23:04:59,842 - mmcls - INFO - Epoch [14][90/586]	lr: 2.500e-01, eta: 0:50:34, time: 0.065, data_time: 0.002, memory: 2815, loss: 1.0523, top-1: 67.3242, top-5: 88.7695
2023-02-02 23:05:00,412 - mmcls - INFO - Epoch [14][100/586]	lr: 2.500e-01, eta: 0:50:30, time: 0.057, data_time: 0.003, memory: 2815, loss: 1.0751, top-1: 66.3477, top-5: 88.7500
2023-02-02 23:05:00,890 - mmcls - INFO - Epoch [14][110/586]	lr: 2.500e-01, eta: 0:50:26, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0782, top-1: 66.5430, top-5: 88.3008
2023-02-02 23:05:01,384 - mmcls - INFO - Epoch [14][120/586]	lr: 2.500e-01, eta: 0:50:22, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0785, top-1: 66.3672, top-5: 89.0820
2023-02-02 23:05:01,861 - mmcls - INFO - Epoch [14][130/586]	lr: 2.500e-01, eta: 0:50:18, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.1009, top-1: 65.8789, top-5: 89.0234
2023-02-02 23:05:02,665 - mmcls - INFO - Epoch [14][140/586]	lr: 2.500e-01, eta: 0:50:15, time: 0.075, data_time: 0.002, memory: 2815, loss: 1.0660, top-1: 67.1875, top-5: 88.9062
2023-02-02 23:05:03,702 - mmcls - INFO - Epoch [14][150/586]	lr: 2.500e-01, eta: 0:50:13, time: 0.105, data_time: 0.008, memory: 2815, loss: 1.1209, top-1: 65.2734, top-5: 88.1055
2023-02-02 23:05:04,719 - mmcls - INFO - Epoch [14][160/586]	lr: 2.500e-01, eta: 0:50:10, time: 0.103, data_time: 0.006, memory: 2815, loss: 1.0783, top-1: 67.3047, top-5: 88.3203
2023-02-02 23:05:05,717 - mmcls - INFO - Epoch [14][170/586]	lr: 2.500e-01, eta: 0:50:08, time: 0.101, data_time: 0.005, memory: 2815, loss: 1.0645, top-1: 67.2852, top-5: 88.5547
2023-02-02 23:05:06,737 - mmcls - INFO - Epoch [14][180/586]	lr: 2.500e-01, eta: 0:50:06, time: 0.101, data_time: 0.004, memory: 2815, loss: 1.0847, top-1: 66.0938, top-5: 88.1836
2023-02-02 23:05:07,694 - mmcls - INFO - Epoch [14][190/586]	lr: 2.500e-01, eta: 0:50:03, time: 0.094, data_time: 0.005, memory: 2815, loss: 1.0977, top-1: 65.8203, top-5: 88.5352
2023-02-02 23:05:08,680 - mmcls - INFO - Epoch [14][200/586]	lr: 2.500e-01, eta: 0:50:00, time: 0.100, data_time: 0.006, memory: 2815, loss: 1.1098, top-1: 65.8203, top-5: 87.6953
2023-02-02 23:05:09,690 - mmcls - INFO - Epoch [14][210/586]	lr: 2.500e-01, eta: 0:49:58, time: 0.100, data_time: 0.005, memory: 2815, loss: 1.1185, top-1: 65.8398, top-5: 87.6953
2023-02-02 23:05:10,765 - mmcls - INFO - Epoch [14][220/586]	lr: 2.500e-01, eta: 0:49:56, time: 0.107, data_time: 0.006, memory: 2815, loss: 1.1142, top-1: 65.6836, top-5: 88.0859
2023-02-02 23:05:11,748 - mmcls - INFO - Epoch [14][230/586]	lr: 2.500e-01, eta: 0:49:53, time: 0.100, data_time: 0.007, memory: 2815, loss: 1.0962, top-1: 66.0156, top-5: 88.6914
2023-02-02 23:05:12,738 - mmcls - INFO - Epoch [14][240/586]	lr: 2.500e-01, eta: 0:49:51, time: 0.099, data_time: 0.005, memory: 2815, loss: 1.0694, top-1: 67.1289, top-5: 88.9453
2023-02-02 23:05:13,756 - mmcls - INFO - Epoch [14][250/586]	lr: 2.500e-01, eta: 0:49:48, time: 0.101, data_time: 0.005, memory: 2815, loss: 1.0641, top-1: 67.4609, top-5: 88.8477
2023-02-02 23:05:14,705 - mmcls - INFO - Epoch [14][260/586]	lr: 2.500e-01, eta: 0:49:46, time: 0.095, data_time: 0.006, memory: 2815, loss: 1.0859, top-1: 66.1914, top-5: 88.5742
2023-02-02 23:05:15,685 - mmcls - INFO - Epoch [14][270/586]	lr: 2.500e-01, eta: 0:49:43, time: 0.097, data_time: 0.006, memory: 2815, loss: 1.0606, top-1: 66.6797, top-5: 89.0625
2023-02-02 23:05:16,706 - mmcls - INFO - Epoch [14][280/586]	lr: 2.500e-01, eta: 0:49:41, time: 0.103, data_time: 0.006, memory: 2815, loss: 1.1086, top-1: 66.3477, top-5: 87.8516
2023-02-02 23:05:17,690 - mmcls - INFO - Epoch [14][290/586]	lr: 2.500e-01, eta: 0:49:38, time: 0.098, data_time: 0.005, memory: 2815, loss: 1.0934, top-1: 66.1133, top-5: 88.5352
2023-02-02 23:05:18,650 - mmcls - INFO - Epoch [14][300/586]	lr: 2.500e-01, eta: 0:49:36, time: 0.096, data_time: 0.006, memory: 2815, loss: 1.0646, top-1: 68.2227, top-5: 88.6914
2023-02-02 23:05:19,324 - mmcls - INFO - Epoch [14][310/586]	lr: 2.500e-01, eta: 0:49:32, time: 0.071, data_time: 0.006, memory: 2815, loss: 1.1051, top-1: 65.4688, top-5: 88.5547
2023-02-02 23:05:19,795 - mmcls - INFO - Epoch [14][320/586]	lr: 2.500e-01, eta: 0:49:28, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.1169, top-1: 65.8008, top-5: 88.1055
2023-02-02 23:05:20,265 - mmcls - INFO - Epoch [14][330/586]	lr: 2.500e-01, eta: 0:49:25, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.1098, top-1: 65.0195, top-5: 88.7109
2023-02-02 23:05:20,733 - mmcls - INFO - Epoch [14][340/586]	lr: 2.500e-01, eta: 0:49:21, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0527, top-1: 66.7578, top-5: 89.0820
2023-02-02 23:05:21,459 - mmcls - INFO - Epoch [14][350/586]	lr: 2.500e-01, eta: 0:49:18, time: 0.073, data_time: 0.002, memory: 2815, loss: 1.0831, top-1: 65.8203, top-5: 89.1602
2023-02-02 23:05:21,934 - mmcls - INFO - Epoch [14][360/586]	lr: 2.500e-01, eta: 0:49:14, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0843, top-1: 66.2695, top-5: 88.6719
2023-02-02 23:05:22,401 - mmcls - INFO - Epoch [14][370/586]	lr: 2.500e-01, eta: 0:49:10, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0702, top-1: 67.3633, top-5: 89.1016
2023-02-02 23:05:22,871 - mmcls - INFO - Epoch [14][380/586]	lr: 2.500e-01, eta: 0:49:06, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0521, top-1: 66.8945, top-5: 89.1406
2023-02-02 23:05:23,432 - mmcls - INFO - Epoch [14][390/586]	lr: 2.500e-01, eta: 0:49:02, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.0227, top-1: 68.0078, top-5: 89.5898
2023-02-02 23:05:24,465 - mmcls - INFO - Epoch [14][400/586]	lr: 2.500e-01, eta: 0:49:00, time: 0.102, data_time: 0.006, memory: 2815, loss: 1.0891, top-1: 66.8555, top-5: 88.1641
2023-02-02 23:05:25,484 - mmcls - INFO - Epoch [14][410/586]	lr: 2.500e-01, eta: 0:48:58, time: 0.102, data_time: 0.006, memory: 2815, loss: 1.0530, top-1: 67.5000, top-5: 89.0820
2023-02-02 23:05:26,496 - mmcls - INFO - Epoch [14][420/586]	lr: 2.500e-01, eta: 0:48:56, time: 0.103, data_time: 0.006, memory: 2815, loss: 1.0601, top-1: 68.0859, top-5: 89.0039
2023-02-02 23:05:27,488 - mmcls - INFO - Epoch [14][430/586]	lr: 2.500e-01, eta: 0:48:53, time: 0.098, data_time: 0.004, memory: 2815, loss: 1.0913, top-1: 66.0156, top-5: 88.7891
2023-02-02 23:05:28,526 - mmcls - INFO - Epoch [14][440/586]	lr: 2.500e-01, eta: 0:48:51, time: 0.103, data_time: 0.006, memory: 2815, loss: 1.0996, top-1: 65.2734, top-5: 88.3789
2023-02-02 23:05:29,519 - mmcls - INFO - Epoch [14][450/586]	lr: 2.500e-01, eta: 0:48:48, time: 0.100, data_time: 0.007, memory: 2815, loss: 1.0881, top-1: 67.3047, top-5: 88.3984
2023-02-02 23:05:30,486 - mmcls - INFO - Epoch [14][460/586]	lr: 2.500e-01, eta: 0:48:46, time: 0.098, data_time: 0.007, memory: 2815, loss: 1.0687, top-1: 67.3438, top-5: 88.8477
2023-02-02 23:05:31,503 - mmcls - INFO - Epoch [14][470/586]	lr: 2.500e-01, eta: 0:48:44, time: 0.100, data_time: 0.005, memory: 2815, loss: 1.0911, top-1: 66.6406, top-5: 88.3594
2023-02-02 23:05:32,529 - mmcls - INFO - Epoch [14][480/586]	lr: 2.500e-01, eta: 0:48:41, time: 0.103, data_time: 0.007, memory: 2815, loss: 1.1189, top-1: 65.5469, top-5: 87.7148
2023-02-02 23:05:33,537 - mmcls - INFO - Epoch [14][490/586]	lr: 2.500e-01, eta: 0:48:39, time: 0.103, data_time: 0.006, memory: 2815, loss: 1.0531, top-1: 67.1680, top-5: 88.9648
2023-02-02 23:05:34,499 - mmcls - INFO - Epoch [14][500/586]	lr: 2.500e-01, eta: 0:48:36, time: 0.095, data_time: 0.004, memory: 2815, loss: 1.0527, top-1: 67.5586, top-5: 89.0820
2023-02-02 23:05:35,495 - mmcls - INFO - Epoch [14][510/586]	lr: 2.500e-01, eta: 0:48:34, time: 0.098, data_time: 0.005, memory: 2815, loss: 1.0776, top-1: 66.4453, top-5: 88.7305
2023-02-02 23:05:36,472 - mmcls - INFO - Epoch [14][520/586]	lr: 2.500e-01, eta: 0:48:32, time: 0.100, data_time: 0.007, memory: 2815, loss: 1.1003, top-1: 65.6445, top-5: 88.1836
2023-02-02 23:05:37,442 - mmcls - INFO - Epoch [14][530/586]	lr: 2.500e-01, eta: 0:48:29, time: 0.095, data_time: 0.005, memory: 2815, loss: 1.0735, top-1: 66.7773, top-5: 88.6523
2023-02-02 23:05:38,483 - mmcls - INFO - Epoch [14][540/586]	lr: 2.500e-01, eta: 0:48:27, time: 0.104, data_time: 0.006, memory: 2815, loss: 1.0661, top-1: 66.9531, top-5: 89.0625
2023-02-02 23:05:39,515 - mmcls - INFO - Epoch [14][550/586]	lr: 2.500e-01, eta: 0:48:25, time: 0.103, data_time: 0.007, memory: 2815, loss: 1.0641, top-1: 66.7578, top-5: 88.8867
2023-02-02 23:05:40,311 - mmcls - INFO - Epoch [14][560/586]	lr: 2.500e-01, eta: 0:48:22, time: 0.084, data_time: 0.007, memory: 2815, loss: 1.0645, top-1: 67.0117, top-5: 88.8281
2023-02-02 23:05:40,777 - mmcls - INFO - Epoch [14][570/586]	lr: 2.500e-01, eta: 0:48:18, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.1337, top-1: 64.9219, top-5: 87.7148
2023-02-02 23:05:41,223 - mmcls - INFO - Epoch [14][580/586]	lr: 2.500e-01, eta: 0:48:15, time: 0.045, data_time: 0.002, memory: 2815, loss: 1.0440, top-1: 67.3047, top-5: 89.5312
2023-02-02 23:05:41,465 - mmcls - INFO - Saving checkpoint at 14 epochs
2023-02-02 23:05:44,103 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:05:44,104 - mmcls - INFO - Epoch(val) [14][12]	acc: 63.4333
2023-02-02 23:05:47,386 - mmcls - INFO - Epoch [15][10/586]	lr: 2.500e-01, eta: 0:48:15, time: 0.323, data_time: 0.219, memory: 2815, loss: 1.0689, top-1: 66.6992, top-5: 89.2969
2023-02-02 23:05:48,446 - mmcls - INFO - Epoch [15][20/586]	lr: 2.500e-01, eta: 0:48:13, time: 0.108, data_time: 0.006, memory: 2815, loss: 1.0150, top-1: 68.8867, top-5: 89.3945
2023-02-02 23:05:49,432 - mmcls - INFO - Epoch [15][30/586]	lr: 2.500e-01, eta: 0:48:10, time: 0.097, data_time: 0.004, memory: 2815, loss: 1.0368, top-1: 67.6758, top-5: 89.3164
2023-02-02 23:05:50,424 - mmcls - INFO - Epoch [15][40/586]	lr: 2.500e-01, eta: 0:48:08, time: 0.100, data_time: 0.005, memory: 2815, loss: 1.0898, top-1: 66.0156, top-5: 88.7500
2023-02-02 23:05:51,406 - mmcls - INFO - Epoch [15][50/586]	lr: 2.500e-01, eta: 0:48:06, time: 0.098, data_time: 0.005, memory: 2815, loss: 1.0623, top-1: 66.6406, top-5: 88.7695
2023-02-02 23:05:52,362 - mmcls - INFO - Epoch [15][60/586]	lr: 2.500e-01, eta: 0:48:03, time: 0.097, data_time: 0.005, memory: 2815, loss: 1.0593, top-1: 67.0703, top-5: 89.2188
2023-02-02 23:05:53,339 - mmcls - INFO - Epoch [15][70/586]	lr: 2.500e-01, eta: 0:48:01, time: 0.097, data_time: 0.004, memory: 2815, loss: 1.0568, top-1: 66.8555, top-5: 88.8477
2023-02-02 23:05:54,433 - mmcls - INFO - Epoch [15][80/586]	lr: 2.500e-01, eta: 0:47:59, time: 0.109, data_time: 0.005, memory: 2815, loss: 1.0742, top-1: 66.9336, top-5: 88.5352
2023-02-02 23:05:55,374 - mmcls - INFO - Epoch [15][90/586]	lr: 2.500e-01, eta: 0:47:56, time: 0.094, data_time: 0.006, memory: 2815, loss: 1.0641, top-1: 67.2070, top-5: 88.5547
2023-02-02 23:05:56,334 - mmcls - INFO - Epoch [15][100/586]	lr: 2.500e-01, eta: 0:47:54, time: 0.098, data_time: 0.006, memory: 2815, loss: 1.0620, top-1: 67.4805, top-5: 88.5938
2023-02-02 23:05:57,158 - mmcls - INFO - Epoch [15][110/586]	lr: 2.500e-01, eta: 0:47:51, time: 0.085, data_time: 0.005, memory: 2815, loss: 1.0159, top-1: 68.7500, top-5: 89.5898
2023-02-02 23:05:57,627 - mmcls - INFO - Epoch [15][120/586]	lr: 2.500e-01, eta: 0:47:48, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0450, top-1: 67.9883, top-5: 89.1797
2023-02-02 23:05:58,098 - mmcls - INFO - Epoch [15][130/586]	lr: 2.500e-01, eta: 0:47:44, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0377, top-1: 67.8320, top-5: 89.0820
2023-02-02 23:05:58,566 - mmcls - INFO - Epoch [15][140/586]	lr: 2.500e-01, eta: 0:47:40, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0622, top-1: 66.7188, top-5: 89.4336
2023-02-02 23:05:59,290 - mmcls - INFO - Epoch [15][150/586]	lr: 2.500e-01, eta: 0:47:37, time: 0.068, data_time: 0.002, memory: 2815, loss: 1.0698, top-1: 67.2266, top-5: 89.0625
2023-02-02 23:05:59,760 - mmcls - INFO - Epoch [15][160/586]	lr: 2.500e-01, eta: 0:47:34, time: 0.051, data_time: 0.006, memory: 2815, loss: 1.0711, top-1: 66.5625, top-5: 88.9453
2023-02-02 23:06:00,232 - mmcls - INFO - Epoch [15][170/586]	lr: 2.500e-01, eta: 0:47:30, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0607, top-1: 67.4805, top-5: 88.8281
2023-02-02 23:06:00,725 - mmcls - INFO - Epoch [15][180/586]	lr: 2.500e-01, eta: 0:47:27, time: 0.049, data_time: 0.002, memory: 2815, loss: 1.0352, top-1: 67.6758, top-5: 89.4531
2023-02-02 23:06:01,194 - mmcls - INFO - Epoch [15][190/586]	lr: 2.500e-01, eta: 0:47:23, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0973, top-1: 65.9570, top-5: 88.1641
2023-02-02 23:06:01,659 - mmcls - INFO - Epoch [15][200/586]	lr: 2.500e-01, eta: 0:47:20, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.0768, top-1: 66.6602, top-5: 89.0820
2023-02-02 23:06:02,131 - mmcls - INFO - Epoch [15][210/586]	lr: 2.500e-01, eta: 0:47:16, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.1023, top-1: 66.4648, top-5: 88.1641
2023-02-02 23:06:02,605 - mmcls - INFO - Epoch [15][220/586]	lr: 2.500e-01, eta: 0:47:12, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0705, top-1: 67.2266, top-5: 88.8086
2023-02-02 23:06:03,077 - mmcls - INFO - Epoch [15][230/586]	lr: 2.500e-01, eta: 0:47:09, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0951, top-1: 65.7422, top-5: 88.2617
2023-02-02 23:06:03,546 - mmcls - INFO - Epoch [15][240/586]	lr: 2.500e-01, eta: 0:47:05, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0840, top-1: 66.8750, top-5: 88.6914
2023-02-02 23:06:04,015 - mmcls - INFO - Epoch [15][250/586]	lr: 2.500e-01, eta: 0:47:02, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0377, top-1: 67.6172, top-5: 89.2578
2023-02-02 23:06:04,492 - mmcls - INFO - Epoch [15][260/586]	lr: 2.500e-01, eta: 0:46:58, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0907, top-1: 66.1328, top-5: 88.5742
2023-02-02 23:06:04,964 - mmcls - INFO - Epoch [15][270/586]	lr: 2.500e-01, eta: 0:46:55, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0384, top-1: 68.6133, top-5: 88.6523
2023-02-02 23:06:05,440 - mmcls - INFO - Epoch [15][280/586]	lr: 2.500e-01, eta: 0:46:51, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0747, top-1: 66.9727, top-5: 88.0664
2023-02-02 23:06:05,913 - mmcls - INFO - Epoch [15][290/586]	lr: 2.500e-01, eta: 0:46:48, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0218, top-1: 67.9102, top-5: 89.7266
2023-02-02 23:06:06,387 - mmcls - INFO - Epoch [15][300/586]	lr: 2.500e-01, eta: 0:46:44, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.1144, top-1: 65.5664, top-5: 87.7539
2023-02-02 23:06:06,861 - mmcls - INFO - Epoch [15][310/586]	lr: 2.500e-01, eta: 0:46:41, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0625, top-1: 67.1094, top-5: 88.6133
2023-02-02 23:06:07,336 - mmcls - INFO - Epoch [15][320/586]	lr: 2.500e-01, eta: 0:46:37, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0704, top-1: 66.5234, top-5: 89.0039
2023-02-02 23:06:07,802 - mmcls - INFO - Epoch [15][330/586]	lr: 2.500e-01, eta: 0:46:34, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0832, top-1: 66.6602, top-5: 88.3008
2023-02-02 23:06:08,276 - mmcls - INFO - Epoch [15][340/586]	lr: 2.500e-01, eta: 0:46:30, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0550, top-1: 66.6797, top-5: 88.8672
2023-02-02 23:06:08,741 - mmcls - INFO - Epoch [15][350/586]	lr: 2.500e-01, eta: 0:46:27, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0649, top-1: 66.7383, top-5: 89.2383
2023-02-02 23:06:09,199 - mmcls - INFO - Epoch [15][360/586]	lr: 2.500e-01, eta: 0:46:23, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.0729, top-1: 66.1328, top-5: 88.6523
2023-02-02 23:06:09,663 - mmcls - INFO - Epoch [15][370/586]	lr: 2.500e-01, eta: 0:46:20, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.0841, top-1: 66.7383, top-5: 88.8281
2023-02-02 23:06:10,127 - mmcls - INFO - Epoch [15][380/586]	lr: 2.500e-01, eta: 0:46:16, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.1090, top-1: 66.3281, top-5: 87.8125
2023-02-02 23:06:10,595 - mmcls - INFO - Epoch [15][390/586]	lr: 2.500e-01, eta: 0:46:13, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0717, top-1: 66.6797, top-5: 88.6914
2023-02-02 23:06:11,066 - mmcls - INFO - Epoch [15][400/586]	lr: 2.500e-01, eta: 0:46:10, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0655, top-1: 66.9336, top-5: 88.7695
2023-02-02 23:06:11,532 - mmcls - INFO - Epoch [15][410/586]	lr: 2.500e-01, eta: 0:46:06, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0556, top-1: 67.6172, top-5: 88.3594
2023-02-02 23:06:12,011 - mmcls - INFO - Epoch [15][420/586]	lr: 2.500e-01, eta: 0:46:03, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.0570, top-1: 67.4023, top-5: 89.1797
2023-02-02 23:06:12,485 - mmcls - INFO - Epoch [15][430/586]	lr: 2.500e-01, eta: 0:45:59, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0770, top-1: 66.4453, top-5: 88.1641
2023-02-02 23:06:12,952 - mmcls - INFO - Epoch [15][440/586]	lr: 2.500e-01, eta: 0:45:56, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0956, top-1: 66.7188, top-5: 88.5742
2023-02-02 23:06:13,423 - mmcls - INFO - Epoch [15][450/586]	lr: 2.500e-01, eta: 0:45:53, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0811, top-1: 66.4062, top-5: 88.6328
2023-02-02 23:06:13,895 - mmcls - INFO - Epoch [15][460/586]	lr: 2.500e-01, eta: 0:45:49, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0622, top-1: 67.3242, top-5: 88.7305
2023-02-02 23:06:14,378 - mmcls - INFO - Epoch [15][470/586]	lr: 2.500e-01, eta: 0:45:46, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0647, top-1: 67.2852, top-5: 88.6914
2023-02-02 23:06:14,858 - mmcls - INFO - Epoch [15][480/586]	lr: 2.500e-01, eta: 0:45:42, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0645, top-1: 67.2461, top-5: 88.5547
2023-02-02 23:06:15,327 - mmcls - INFO - Epoch [15][490/586]	lr: 2.500e-01, eta: 0:45:39, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.1068, top-1: 66.0352, top-5: 88.0273
2023-02-02 23:06:15,801 - mmcls - INFO - Epoch [15][500/586]	lr: 2.500e-01, eta: 0:45:36, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.1047, top-1: 65.9570, top-5: 87.9492
2023-02-02 23:06:16,270 - mmcls - INFO - Epoch [15][510/586]	lr: 2.500e-01, eta: 0:45:32, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0925, top-1: 66.9531, top-5: 88.4766
2023-02-02 23:06:16,741 - mmcls - INFO - Epoch [15][520/586]	lr: 2.500e-01, eta: 0:45:29, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.0440, top-1: 67.5195, top-5: 89.2578
2023-02-02 23:06:17,207 - mmcls - INFO - Epoch [15][530/586]	lr: 2.500e-01, eta: 0:45:26, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0567, top-1: 67.9688, top-5: 88.9062
2023-02-02 23:06:17,673 - mmcls - INFO - Epoch [15][540/586]	lr: 2.500e-01, eta: 0:45:22, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.0769, top-1: 66.6602, top-5: 88.8086
2023-02-02 23:06:18,144 - mmcls - INFO - Epoch [15][550/586]	lr: 2.500e-01, eta: 0:45:19, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0728, top-1: 66.6992, top-5: 88.3789
2023-02-02 23:06:18,614 - mmcls - INFO - Epoch [15][560/586]	lr: 2.500e-01, eta: 0:45:16, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0825, top-1: 66.6992, top-5: 88.5938
2023-02-02 23:06:19,086 - mmcls - INFO - Epoch [15][570/586]	lr: 2.500e-01, eta: 0:45:12, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0417, top-1: 67.8516, top-5: 89.1211
2023-02-02 23:06:19,537 - mmcls - INFO - Epoch [15][580/586]	lr: 2.500e-01, eta: 0:45:09, time: 0.045, data_time: 0.002, memory: 2815, loss: 1.0338, top-1: 68.0078, top-5: 89.2969
2023-02-02 23:06:19,787 - mmcls - INFO - Saving checkpoint at 15 epochs
2023-02-02 23:06:22,454 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:06:22,455 - mmcls - INFO - Epoch(val) [15][12]	acc: 60.9167
2023-02-02 23:06:25,240 - mmcls - INFO - Epoch [16][10/586]	lr: 2.500e-01, eta: 0:45:08, time: 0.276, data_time: 0.225, memory: 2815, loss: 1.0561, top-1: 67.1094, top-5: 89.3555
2023-02-02 23:06:25,720 - mmcls - INFO - Epoch [16][20/586]	lr: 2.500e-01, eta: 0:45:05, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0301, top-1: 67.9688, top-5: 89.2969
2023-02-02 23:06:26,198 - mmcls - INFO - Epoch [16][30/586]	lr: 2.500e-01, eta: 0:45:02, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.0781, top-1: 65.9570, top-5: 89.2578
2023-02-02 23:06:26,677 - mmcls - INFO - Epoch [16][40/586]	lr: 2.500e-01, eta: 0:44:59, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0487, top-1: 67.2070, top-5: 89.1211
2023-02-02 23:06:27,160 - mmcls - INFO - Epoch [16][50/586]	lr: 2.500e-01, eta: 0:44:55, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.1187, top-1: 66.1328, top-5: 88.4570
2023-02-02 23:06:27,638 - mmcls - INFO - Epoch [16][60/586]	lr: 2.500e-01, eta: 0:44:52, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0349, top-1: 67.6562, top-5: 89.4531
2023-02-02 23:06:28,104 - mmcls - INFO - Epoch [16][70/586]	lr: 2.500e-01, eta: 0:44:49, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0885, top-1: 66.2891, top-5: 88.3594
2023-02-02 23:06:28,573 - mmcls - INFO - Epoch [16][80/586]	lr: 2.500e-01, eta: 0:44:46, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0499, top-1: 67.8906, top-5: 88.6328
2023-02-02 23:06:29,049 - mmcls - INFO - Epoch [16][90/586]	lr: 2.500e-01, eta: 0:44:42, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0557, top-1: 66.0156, top-5: 89.5312
2023-02-02 23:06:29,515 - mmcls - INFO - Epoch [16][100/586]	lr: 2.500e-01, eta: 0:44:39, time: 0.047, data_time: 0.003, memory: 2815, loss: 1.0984, top-1: 65.9766, top-5: 88.4766
2023-02-02 23:06:29,980 - mmcls - INFO - Epoch [16][110/586]	lr: 2.500e-01, eta: 0:44:36, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0761, top-1: 67.1094, top-5: 88.4180
2023-02-02 23:06:30,472 - mmcls - INFO - Epoch [16][120/586]	lr: 2.500e-01, eta: 0:44:33, time: 0.049, data_time: 0.002, memory: 2815, loss: 1.1285, top-1: 65.4297, top-5: 87.7539
2023-02-02 23:06:30,957 - mmcls - INFO - Epoch [16][130/586]	lr: 2.500e-01, eta: 0:44:29, time: 0.049, data_time: 0.003, memory: 2815, loss: 1.0061, top-1: 68.6719, top-5: 89.7852
2023-02-02 23:06:31,454 - mmcls - INFO - Epoch [16][140/586]	lr: 2.500e-01, eta: 0:44:26, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0521, top-1: 67.2852, top-5: 89.0039
2023-02-02 23:06:31,950 - mmcls - INFO - Epoch [16][150/586]	lr: 2.500e-01, eta: 0:44:23, time: 0.049, data_time: 0.002, memory: 2815, loss: 1.0468, top-1: 67.2070, top-5: 89.5703
2023-02-02 23:06:32,429 - mmcls - INFO - Epoch [16][160/586]	lr: 2.500e-01, eta: 0:44:20, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.0823, top-1: 67.2266, top-5: 88.4180
2023-02-02 23:06:33,148 - mmcls - INFO - Epoch [16][170/586]	lr: 2.500e-01, eta: 0:44:17, time: 0.067, data_time: 0.003, memory: 2815, loss: 1.0083, top-1: 68.4375, top-5: 90.0000
2023-02-02 23:06:33,618 - mmcls - INFO - Epoch [16][180/586]	lr: 2.500e-01, eta: 0:44:14, time: 0.052, data_time: 0.008, memory: 2815, loss: 1.0447, top-1: 68.0273, top-5: 88.9258
2023-02-02 23:06:34,127 - mmcls - INFO - Epoch [16][190/586]	lr: 2.500e-01, eta: 0:44:11, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0872, top-1: 66.4648, top-5: 88.2031
2023-02-02 23:06:34,657 - mmcls - INFO - Epoch [16][200/586]	lr: 2.500e-01, eta: 0:44:08, time: 0.054, data_time: 0.003, memory: 2815, loss: 1.0868, top-1: 66.7188, top-5: 87.9883
2023-02-02 23:06:35,198 - mmcls - INFO - Epoch [16][210/586]	lr: 2.500e-01, eta: 0:44:05, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.0592, top-1: 66.6016, top-5: 89.4922
2023-02-02 23:06:35,727 - mmcls - INFO - Epoch [16][220/586]	lr: 2.500e-01, eta: 0:44:02, time: 0.052, data_time: 0.003, memory: 2815, loss: 1.0597, top-1: 67.1094, top-5: 89.3164
2023-02-02 23:06:36,250 - mmcls - INFO - Epoch [16][230/586]	lr: 2.500e-01, eta: 0:43:59, time: 0.053, data_time: 0.003, memory: 2815, loss: 1.0302, top-1: 67.5977, top-5: 89.6875
2023-02-02 23:06:36,772 - mmcls - INFO - Epoch [16][240/586]	lr: 2.500e-01, eta: 0:43:56, time: 0.052, data_time: 0.003, memory: 2815, loss: 1.0996, top-1: 66.1328, top-5: 88.5547
2023-02-02 23:06:37,285 - mmcls - INFO - Epoch [16][250/586]	lr: 2.500e-01, eta: 0:43:53, time: 0.051, data_time: 0.003, memory: 2815, loss: 1.0748, top-1: 66.9336, top-5: 88.7305
2023-02-02 23:06:37,821 - mmcls - INFO - Epoch [16][260/586]	lr: 2.500e-01, eta: 0:43:50, time: 0.053, data_time: 0.003, memory: 2815, loss: 1.0808, top-1: 67.0508, top-5: 88.3398
2023-02-02 23:06:38,343 - mmcls - INFO - Epoch [16][270/586]	lr: 2.500e-01, eta: 0:43:47, time: 0.052, data_time: 0.003, memory: 2815, loss: 1.0423, top-1: 68.2227, top-5: 88.5938
2023-02-02 23:06:38,859 - mmcls - INFO - Epoch [16][280/586]	lr: 2.500e-01, eta: 0:43:44, time: 0.052, data_time: 0.003, memory: 2815, loss: 1.1007, top-1: 66.0156, top-5: 88.2227
2023-02-02 23:06:39,388 - mmcls - INFO - Epoch [16][290/586]	lr: 2.500e-01, eta: 0:43:41, time: 0.052, data_time: 0.003, memory: 2815, loss: 1.0537, top-1: 66.9922, top-5: 89.0234
2023-02-02 23:06:39,912 - mmcls - INFO - Epoch [16][300/586]	lr: 2.500e-01, eta: 0:43:38, time: 0.053, data_time: 0.003, memory: 2815, loss: 1.0944, top-1: 66.6016, top-5: 87.7734
2023-02-02 23:06:40,417 - mmcls - INFO - Epoch [16][310/586]	lr: 2.500e-01, eta: 0:43:34, time: 0.051, data_time: 0.003, memory: 2815, loss: 1.0613, top-1: 67.2070, top-5: 88.3203
2023-02-02 23:06:40,911 - mmcls - INFO - Epoch [16][320/586]	lr: 2.500e-01, eta: 0:43:31, time: 0.049, data_time: 0.003, memory: 2815, loss: 1.0614, top-1: 66.6602, top-5: 89.0820
2023-02-02 23:06:41,411 - mmcls - INFO - Epoch [16][330/586]	lr: 2.500e-01, eta: 0:43:28, time: 0.050, data_time: 0.003, memory: 2815, loss: 1.1013, top-1: 65.6641, top-5: 88.3594
2023-02-02 23:06:41,919 - mmcls - INFO - Epoch [16][340/586]	lr: 2.500e-01, eta: 0:43:25, time: 0.051, data_time: 0.003, memory: 2815, loss: 1.0662, top-1: 67.4219, top-5: 89.0430
2023-02-02 23:06:42,421 - mmcls - INFO - Epoch [16][350/586]	lr: 2.500e-01, eta: 0:43:22, time: 0.050, data_time: 0.003, memory: 2815, loss: 1.0100, top-1: 68.5742, top-5: 89.5312
2023-02-02 23:06:42,921 - mmcls - INFO - Epoch [16][360/586]	lr: 2.500e-01, eta: 0:43:19, time: 0.050, data_time: 0.003, memory: 2815, loss: 1.0749, top-1: 66.4648, top-5: 88.1641
2023-02-02 23:06:43,539 - mmcls - INFO - Epoch [16][370/586]	lr: 2.500e-01, eta: 0:43:16, time: 0.061, data_time: 0.003, memory: 2815, loss: 1.1023, top-1: 66.0742, top-5: 88.3398
2023-02-02 23:06:44,595 - mmcls - INFO - Epoch [16][380/586]	lr: 2.500e-01, eta: 0:43:15, time: 0.103, data_time: 0.003, memory: 2815, loss: 1.0849, top-1: 66.3672, top-5: 88.7500
2023-02-02 23:06:45,272 - mmcls - INFO - Epoch [16][390/586]	lr: 2.500e-01, eta: 0:43:12, time: 0.071, data_time: 0.007, memory: 2815, loss: 1.0639, top-1: 67.0312, top-5: 88.9258
2023-02-02 23:06:45,896 - mmcls - INFO - Epoch [16][400/586]	lr: 2.500e-01, eta: 0:43:09, time: 0.062, data_time: 0.003, memory: 2815, loss: 1.0821, top-1: 66.5430, top-5: 88.9453
2023-02-02 23:06:46,517 - mmcls - INFO - Epoch [16][410/586]	lr: 2.500e-01, eta: 0:43:07, time: 0.062, data_time: 0.004, memory: 2815, loss: 1.0764, top-1: 67.4023, top-5: 88.4375
2023-02-02 23:06:47,123 - mmcls - INFO - Epoch [16][420/586]	lr: 2.500e-01, eta: 0:43:04, time: 0.061, data_time: 0.003, memory: 2815, loss: 1.0516, top-1: 67.2461, top-5: 89.3555
2023-02-02 23:06:47,733 - mmcls - INFO - Epoch [16][430/586]	lr: 2.500e-01, eta: 0:43:01, time: 0.061, data_time: 0.003, memory: 2815, loss: 1.0779, top-1: 67.1484, top-5: 88.5156
2023-02-02 23:06:48,448 - mmcls - INFO - Epoch [16][440/586]	lr: 2.500e-01, eta: 0:42:59, time: 0.071, data_time: 0.003, memory: 2815, loss: 1.0718, top-1: 66.2891, top-5: 88.7305
2023-02-02 23:06:49,197 - mmcls - INFO - Epoch [16][450/586]	lr: 2.500e-01, eta: 0:42:56, time: 0.075, data_time: 0.003, memory: 2815, loss: 1.0748, top-1: 66.8945, top-5: 88.6133
2023-02-02 23:06:49,672 - mmcls - INFO - Epoch [16][460/586]	lr: 2.500e-01, eta: 0:42:53, time: 0.048, data_time: 0.003, memory: 2815, loss: 1.0299, top-1: 68.0859, top-5: 89.4336
2023-02-02 23:06:50,167 - mmcls - INFO - Epoch [16][470/586]	lr: 2.500e-01, eta: 0:42:50, time: 0.050, data_time: 0.003, memory: 2815, loss: 1.0911, top-1: 66.7969, top-5: 88.3789
2023-02-02 23:06:50,700 - mmcls - INFO - Epoch [16][480/586]	lr: 2.500e-01, eta: 0:42:47, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.0731, top-1: 67.0117, top-5: 88.4766
2023-02-02 23:06:51,274 - mmcls - INFO - Epoch [16][490/586]	lr: 2.500e-01, eta: 0:42:44, time: 0.056, data_time: 0.002, memory: 2815, loss: 1.0294, top-1: 67.3828, top-5: 89.0820
2023-02-02 23:06:52,221 - mmcls - INFO - Epoch [16][500/586]	lr: 2.500e-01, eta: 0:42:42, time: 0.094, data_time: 0.004, memory: 2815, loss: 1.0553, top-1: 67.0117, top-5: 88.4961
2023-02-02 23:06:52,921 - mmcls - INFO - Epoch [16][510/586]	lr: 2.500e-01, eta: 0:42:40, time: 0.071, data_time: 0.004, memory: 2815, loss: 1.0557, top-1: 66.8164, top-5: 88.5742
2023-02-02 23:06:53,624 - mmcls - INFO - Epoch [16][520/586]	lr: 2.500e-01, eta: 0:42:37, time: 0.070, data_time: 0.003, memory: 2815, loss: 1.1119, top-1: 65.9180, top-5: 88.1055
2023-02-02 23:06:54,319 - mmcls - INFO - Epoch [16][530/586]	lr: 2.500e-01, eta: 0:42:35, time: 0.069, data_time: 0.003, memory: 2815, loss: 1.0770, top-1: 66.8164, top-5: 88.7305
2023-02-02 23:06:55,028 - mmcls - INFO - Epoch [16][540/586]	lr: 2.500e-01, eta: 0:42:32, time: 0.071, data_time: 0.004, memory: 2815, loss: 1.1006, top-1: 65.2539, top-5: 88.4375
2023-02-02 23:06:55,767 - mmcls - INFO - Epoch [16][550/586]	lr: 2.500e-01, eta: 0:42:30, time: 0.070, data_time: 0.004, memory: 2815, loss: 1.0863, top-1: 66.8750, top-5: 88.1445
2023-02-02 23:06:56,318 - mmcls - INFO - Epoch [16][560/586]	lr: 2.500e-01, eta: 0:42:27, time: 0.060, data_time: 0.007, memory: 2815, loss: 1.0529, top-1: 67.6953, top-5: 88.7109
2023-02-02 23:06:56,827 - mmcls - INFO - Epoch [16][570/586]	lr: 2.500e-01, eta: 0:42:24, time: 0.051, data_time: 0.003, memory: 2815, loss: 1.0863, top-1: 67.0898, top-5: 88.1250
2023-02-02 23:06:57,284 - mmcls - INFO - Epoch [16][580/586]	lr: 2.500e-01, eta: 0:42:21, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.0500, top-1: 68.1836, top-5: 88.5156
2023-02-02 23:06:57,682 - mmcls - INFO - Saving checkpoint at 16 epochs
2023-02-02 23:07:00,419 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:07:00,434 - mmcls - INFO - The previous best checkpoint /opt/logger/m_imagenet_etf/best_acc_epoch_9.pth was removed
2023-02-02 23:07:00,674 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_16.pth.
2023-02-02 23:07:00,674 - mmcls - INFO - Best acc is 65.6167 at 16 epoch.
2023-02-02 23:07:00,675 - mmcls - INFO - Epoch(val) [16][12]	acc: 65.6167
2023-02-02 23:07:03,655 - mmcls - INFO - Epoch [17][10/586]	lr: 2.500e-01, eta: 0:42:21, time: 0.296, data_time: 0.231, memory: 2815, loss: 1.0443, top-1: 67.3242, top-5: 89.0039
2023-02-02 23:07:04,200 - mmcls - INFO - Epoch [17][20/586]	lr: 2.500e-01, eta: 0:42:18, time: 0.054, data_time: 0.003, memory: 2815, loss: 1.0708, top-1: 66.0156, top-5: 89.0430
2023-02-02 23:07:05,444 - mmcls - INFO - Epoch [17][30/586]	lr: 2.500e-01, eta: 0:42:17, time: 0.120, data_time: 0.003, memory: 2815, loss: 1.0668, top-1: 66.9141, top-5: 88.5742
2023-02-02 23:07:06,021 - mmcls - INFO - Epoch [17][40/586]	lr: 2.500e-01, eta: 0:42:14, time: 0.063, data_time: 0.008, memory: 2815, loss: 1.0796, top-1: 66.9922, top-5: 88.6523
2023-02-02 23:07:06,539 - mmcls - INFO - Epoch [17][50/586]	lr: 2.500e-01, eta: 0:42:11, time: 0.052, data_time: 0.002, memory: 2815, loss: 1.1001, top-1: 65.8203, top-5: 88.3789
2023-02-02 23:07:07,454 - mmcls - INFO - Epoch [17][60/586]	lr: 2.500e-01, eta: 0:42:09, time: 0.088, data_time: 0.002, memory: 2815, loss: 1.0961, top-1: 66.9336, top-5: 87.6367
2023-02-02 23:07:08,268 - mmcls - INFO - Epoch [17][70/586]	lr: 2.500e-01, eta: 0:42:07, time: 0.085, data_time: 0.006, memory: 2815, loss: 1.1155, top-1: 66.2500, top-5: 87.8516
2023-02-02 23:07:08,755 - mmcls - INFO - Epoch [17][80/586]	lr: 2.500e-01, eta: 0:42:04, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.0556, top-1: 67.3828, top-5: 89.1602
2023-02-02 23:07:09,444 - mmcls - INFO - Epoch [17][90/586]	lr: 2.500e-01, eta: 0:42:01, time: 0.065, data_time: 0.002, memory: 2815, loss: 1.0679, top-1: 67.6172, top-5: 89.0430
2023-02-02 23:07:10,532 - mmcls - INFO - Epoch [17][100/586]	lr: 2.500e-01, eta: 0:42:00, time: 0.113, data_time: 0.007, memory: 2815, loss: 1.1206, top-1: 65.6250, top-5: 87.6758
2023-02-02 23:07:11,042 - mmcls - INFO - Epoch [17][110/586]	lr: 2.500e-01, eta: 0:41:57, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0687, top-1: 67.6172, top-5: 88.6523
2023-02-02 23:07:11,788 - mmcls - INFO - Epoch [17][120/586]	lr: 2.500e-01, eta: 0:41:55, time: 0.071, data_time: 0.003, memory: 2815, loss: 1.0194, top-1: 67.9102, top-5: 89.9414
2023-02-02 23:07:12,960 - mmcls - INFO - Epoch [17][130/586]	lr: 2.500e-01, eta: 0:41:53, time: 0.121, data_time: 0.006, memory: 2815, loss: 1.0449, top-1: 67.7930, top-5: 89.1797
2023-02-02 23:07:13,458 - mmcls - INFO - Epoch [17][140/586]	lr: 2.500e-01, eta: 0:41:50, time: 0.049, data_time: 0.002, memory: 2815, loss: 1.1171, top-1: 65.4297, top-5: 87.9297
2023-02-02 23:07:13,990 - mmcls - INFO - Epoch [17][150/586]	lr: 2.500e-01, eta: 0:41:47, time: 0.053, data_time: 0.003, memory: 2815, loss: 1.0443, top-1: 67.4805, top-5: 89.2578
2023-02-02 23:07:15,113 - mmcls - INFO - Epoch [17][160/586]	lr: 2.500e-01, eta: 0:41:46, time: 0.110, data_time: 0.002, memory: 2815, loss: 1.0312, top-1: 67.5586, top-5: 89.5703
2023-02-02 23:07:15,615 - mmcls - INFO - Epoch [17][170/586]	lr: 2.500e-01, eta: 0:41:43, time: 0.052, data_time: 0.005, memory: 2815, loss: 1.0572, top-1: 67.2070, top-5: 88.9648
2023-02-02 23:07:16,188 - mmcls - INFO - Epoch [17][180/586]	lr: 2.500e-01, eta: 0:41:40, time: 0.056, data_time: 0.003, memory: 2815, loss: 1.0527, top-1: 66.7383, top-5: 89.2969
2023-02-02 23:07:17,473 - mmcls - INFO - Epoch [17][190/586]	lr: 2.500e-01, eta: 0:41:39, time: 0.127, data_time: 0.004, memory: 2815, loss: 1.0375, top-1: 67.3828, top-5: 89.4727
2023-02-02 23:07:18,036 - mmcls - INFO - Epoch [17][200/586]	lr: 2.500e-01, eta: 0:41:36, time: 0.060, data_time: 0.006, memory: 2815, loss: 1.1091, top-1: 65.4297, top-5: 87.9688
2023-02-02 23:07:18,666 - mmcls - INFO - Epoch [17][210/586]	lr: 2.500e-01, eta: 0:41:34, time: 0.060, data_time: 0.002, memory: 2815, loss: 1.0799, top-1: 66.4844, top-5: 88.9258
2023-02-02 23:07:19,888 - mmcls - INFO - Epoch [17][220/586]	lr: 2.500e-01, eta: 0:41:32, time: 0.120, data_time: 0.006, memory: 2815, loss: 1.0487, top-1: 67.5586, top-5: 88.9844
2023-02-02 23:07:20,569 - mmcls - INFO - Epoch [17][230/586]	lr: 2.500e-01, eta: 0:41:30, time: 0.073, data_time: 0.008, memory: 2815, loss: 1.0915, top-1: 66.3672, top-5: 88.4766
2023-02-02 23:07:21,072 - mmcls - INFO - Epoch [17][240/586]	lr: 2.500e-01, eta: 0:41:27, time: 0.051, data_time: 0.003, memory: 2815, loss: 1.0738, top-1: 66.8359, top-5: 88.7305
2023-02-02 23:07:22,173 - mmcls - INFO - Epoch [17][250/586]	lr: 2.500e-01, eta: 0:41:26, time: 0.106, data_time: 0.002, memory: 2815, loss: 1.0534, top-1: 67.2266, top-5: 89.0625
2023-02-02 23:07:22,746 - mmcls - INFO - Epoch [17][260/586]	lr: 2.500e-01, eta: 0:41:23, time: 0.061, data_time: 0.006, memory: 2815, loss: 1.0254, top-1: 68.0469, top-5: 89.3555
2023-02-02 23:07:23,262 - mmcls - INFO - Epoch [17][270/586]	lr: 2.500e-01, eta: 0:41:20, time: 0.052, data_time: 0.003, memory: 2815, loss: 1.0732, top-1: 66.4258, top-5: 88.4961
2023-02-02 23:07:24,394 - mmcls - INFO - Epoch [17][280/586]	lr: 2.500e-01, eta: 0:41:19, time: 0.111, data_time: 0.002, memory: 2815, loss: 1.1042, top-1: 66.2305, top-5: 88.1836
2023-02-02 23:07:24,946 - mmcls - INFO - Epoch [17][290/586]	lr: 2.500e-01, eta: 0:41:16, time: 0.057, data_time: 0.005, memory: 2815, loss: 1.1034, top-1: 66.0547, top-5: 87.9883
2023-02-02 23:07:25,451 - mmcls - INFO - Epoch [17][300/586]	lr: 2.500e-01, eta: 0:41:13, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0761, top-1: 66.5625, top-5: 88.3008
2023-02-02 23:07:26,525 - mmcls - INFO - Epoch [17][310/586]	lr: 2.500e-01, eta: 0:41:11, time: 0.103, data_time: 0.002, memory: 2815, loss: 1.0771, top-1: 66.6797, top-5: 88.7500
2023-02-02 23:07:27,225 - mmcls - INFO - Epoch [17][320/586]	lr: 2.500e-01, eta: 0:41:09, time: 0.074, data_time: 0.007, memory: 2815, loss: 1.0854, top-1: 66.3477, top-5: 88.2227
2023-02-02 23:07:27,745 - mmcls - INFO - Epoch [17][330/586]	lr: 2.500e-01, eta: 0:41:06, time: 0.052, data_time: 0.002, memory: 2815, loss: 1.1158, top-1: 65.3125, top-5: 87.9688
2023-02-02 23:07:28,739 - mmcls - INFO - Epoch [17][340/586]	lr: 2.500e-01, eta: 0:41:04, time: 0.095, data_time: 0.003, memory: 2815, loss: 1.0443, top-1: 68.0664, top-5: 89.1797
2023-02-02 23:07:29,807 - mmcls - INFO - Epoch [17][350/586]	lr: 2.500e-01, eta: 0:41:03, time: 0.112, data_time: 0.008, memory: 2815, loss: 1.0536, top-1: 67.5195, top-5: 88.6719
2023-02-02 23:07:30,316 - mmcls - INFO - Epoch [17][360/586]	lr: 2.500e-01, eta: 0:41:00, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0450, top-1: 67.8516, top-5: 88.7305
2023-02-02 23:07:31,105 - mmcls - INFO - Epoch [17][370/586]	lr: 2.500e-01, eta: 0:40:58, time: 0.074, data_time: 0.002, memory: 2815, loss: 1.0757, top-1: 67.0508, top-5: 88.9453
2023-02-02 23:07:32,072 - mmcls - INFO - Epoch [17][380/586]	lr: 2.500e-01, eta: 0:40:56, time: 0.102, data_time: 0.007, memory: 2815, loss: 1.0401, top-1: 68.2812, top-5: 88.9258
2023-02-02 23:07:32,563 - mmcls - INFO - Epoch [17][390/586]	lr: 2.500e-01, eta: 0:40:53, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0335, top-1: 67.6758, top-5: 89.6680
2023-02-02 23:07:33,111 - mmcls - INFO - Epoch [17][400/586]	lr: 2.500e-01, eta: 0:40:51, time: 0.054, data_time: 0.002, memory: 2815, loss: 1.0473, top-1: 67.8125, top-5: 88.8086
2023-02-02 23:07:34,231 - mmcls - INFO - Epoch [17][410/586]	lr: 2.500e-01, eta: 0:40:49, time: 0.112, data_time: 0.002, memory: 2815, loss: 1.0635, top-1: 67.4219, top-5: 88.5742
2023-02-02 23:07:34,722 - mmcls - INFO - Epoch [17][420/586]	lr: 2.500e-01, eta: 0:40:46, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0414, top-1: 67.6172, top-5: 89.2188
2023-02-02 23:07:35,331 - mmcls - INFO - Epoch [17][430/586]	lr: 2.500e-01, eta: 0:40:44, time: 0.057, data_time: 0.002, memory: 2815, loss: 1.0430, top-1: 68.4766, top-5: 88.8281
2023-02-02 23:07:36,325 - mmcls - INFO - Epoch [17][440/586]	lr: 2.500e-01, eta: 0:40:42, time: 0.103, data_time: 0.006, memory: 2815, loss: 1.0667, top-1: 66.8555, top-5: 88.9062
2023-02-02 23:07:36,811 - mmcls - INFO - Epoch [17][450/586]	lr: 2.500e-01, eta: 0:40:39, time: 0.049, data_time: 0.003, memory: 2815, loss: 1.0542, top-1: 67.5391, top-5: 89.1016
2023-02-02 23:07:37,635 - mmcls - INFO - Epoch [17][460/586]	lr: 2.500e-01, eta: 0:40:37, time: 0.078, data_time: 0.002, memory: 2815, loss: 1.0721, top-1: 66.7383, top-5: 88.9062
2023-02-02 23:07:38,577 - mmcls - INFO - Epoch [17][470/586]	lr: 2.500e-01, eta: 0:40:35, time: 0.098, data_time: 0.006, memory: 2815, loss: 1.1150, top-1: 65.6836, top-5: 87.8320
2023-02-02 23:07:39,107 - mmcls - INFO - Epoch [17][480/586]	lr: 2.500e-01, eta: 0:40:33, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.0745, top-1: 66.8555, top-5: 88.4375
2023-02-02 23:07:39,959 - mmcls - INFO - Epoch [17][490/586]	lr: 2.500e-01, eta: 0:40:30, time: 0.080, data_time: 0.003, memory: 2815, loss: 1.0714, top-1: 67.3438, top-5: 88.5742
2023-02-02 23:07:41,100 - mmcls - INFO - Epoch [17][500/586]	lr: 2.500e-01, eta: 0:40:29, time: 0.119, data_time: 0.008, memory: 2815, loss: 1.1007, top-1: 65.7422, top-5: 88.3789
2023-02-02 23:07:41,592 - mmcls - INFO - Epoch [17][510/586]	lr: 2.500e-01, eta: 0:40:26, time: 0.049, data_time: 0.003, memory: 2815, loss: 1.0723, top-1: 66.6211, top-5: 88.9062
2023-02-02 23:07:42,133 - mmcls - INFO - Epoch [17][520/586]	lr: 2.500e-01, eta: 0:40:24, time: 0.052, data_time: 0.002, memory: 2815, loss: 1.0540, top-1: 66.8164, top-5: 89.3555
2023-02-02 23:07:43,167 - mmcls - INFO - Epoch [17][530/586]	lr: 2.500e-01, eta: 0:40:22, time: 0.106, data_time: 0.004, memory: 2815, loss: 1.0463, top-1: 67.5781, top-5: 89.0234
2023-02-02 23:07:43,687 - mmcls - INFO - Epoch [17][540/586]	lr: 2.500e-01, eta: 0:40:19, time: 0.052, data_time: 0.002, memory: 2815, loss: 1.0626, top-1: 67.2266, top-5: 88.8086
2023-02-02 23:07:44,204 - mmcls - INFO - Epoch [17][550/586]	lr: 2.500e-01, eta: 0:40:17, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0940, top-1: 66.1523, top-5: 88.1250
2023-02-02 23:07:45,273 - mmcls - INFO - Epoch [17][560/586]	lr: 2.500e-01, eta: 0:40:15, time: 0.102, data_time: 0.003, memory: 2815, loss: 1.0514, top-1: 67.2461, top-5: 88.9062
2023-02-02 23:07:45,863 - mmcls - INFO - Epoch [17][570/586]	lr: 2.500e-01, eta: 0:40:13, time: 0.064, data_time: 0.008, memory: 2815, loss: 1.0444, top-1: 67.4219, top-5: 89.5117
2023-02-02 23:07:46,330 - mmcls - INFO - Epoch [17][580/586]	lr: 2.500e-01, eta: 0:40:10, time: 0.047, data_time: 0.002, memory: 2815, loss: 1.0628, top-1: 68.2031, top-5: 88.3984
2023-02-02 23:07:46,580 - mmcls - INFO - Saving checkpoint at 17 epochs
2023-02-02 23:07:49,354 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:07:49,355 - mmcls - INFO - Epoch(val) [17][12]	acc: 61.7167
2023-02-02 23:07:52,636 - mmcls - INFO - Epoch [18][10/586]	lr: 2.500e-01, eta: 0:40:10, time: 0.326, data_time: 0.224, memory: 2815, loss: 1.0350, top-1: 67.8125, top-5: 88.9648
2023-02-02 23:07:53,138 - mmcls - INFO - Epoch [18][20/586]	lr: 2.500e-01, eta: 0:40:08, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0400, top-1: 67.7734, top-5: 89.3555
2023-02-02 23:07:53,887 - mmcls - INFO - Epoch [18][30/586]	lr: 2.500e-01, eta: 0:40:05, time: 0.070, data_time: 0.002, memory: 2815, loss: 1.0738, top-1: 66.9922, top-5: 88.4766
2023-02-02 23:07:54,923 - mmcls - INFO - Epoch [18][40/586]	lr: 2.500e-01, eta: 0:40:04, time: 0.108, data_time: 0.006, memory: 2815, loss: 1.0389, top-1: 68.4180, top-5: 88.9844
2023-02-02 23:07:55,419 - mmcls - INFO - Epoch [18][50/586]	lr: 2.500e-01, eta: 0:40:01, time: 0.049, data_time: 0.002, memory: 2815, loss: 1.0437, top-1: 66.7578, top-5: 89.0820
2023-02-02 23:07:56,203 - mmcls - INFO - Epoch [18][60/586]	lr: 2.500e-01, eta: 0:39:59, time: 0.074, data_time: 0.003, memory: 2815, loss: 1.0597, top-1: 68.5156, top-5: 88.5352
2023-02-02 23:07:57,337 - mmcls - INFO - Epoch [18][70/586]	lr: 2.500e-01, eta: 0:39:57, time: 0.118, data_time: 0.007, memory: 2815, loss: 1.0484, top-1: 66.9727, top-5: 88.9258
2023-02-02 23:07:57,855 - mmcls - INFO - Epoch [18][80/586]	lr: 2.500e-01, eta: 0:39:55, time: 0.052, data_time: 0.003, memory: 2815, loss: 1.0607, top-1: 66.8945, top-5: 89.1211
2023-02-02 23:07:58,372 - mmcls - INFO - Epoch [18][90/586]	lr: 2.500e-01, eta: 0:39:52, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0414, top-1: 67.4414, top-5: 89.5117
2023-02-02 23:07:59,542 - mmcls - INFO - Epoch [18][100/586]	lr: 2.500e-01, eta: 0:39:51, time: 0.113, data_time: 0.002, memory: 2815, loss: 1.0642, top-1: 66.6016, top-5: 88.9062
2023-02-02 23:08:00,258 - mmcls - INFO - Epoch [18][110/586]	lr: 2.500e-01, eta: 0:39:49, time: 0.075, data_time: 0.006, memory: 2815, loss: 1.0697, top-1: 66.5820, top-5: 88.9062
2023-02-02 23:08:00,760 - mmcls - INFO - Epoch [18][120/586]	lr: 2.500e-01, eta: 0:39:46, time: 0.051, data_time: 0.003, memory: 2815, loss: 1.1132, top-1: 66.0547, top-5: 87.8320
2023-02-02 23:08:01,967 - mmcls - INFO - Epoch [18][130/586]	lr: 2.500e-01, eta: 0:39:44, time: 0.107, data_time: 0.002, memory: 2815, loss: 0.9962, top-1: 68.8281, top-5: 89.7852
2023-02-02 23:08:02,727 - mmcls - INFO - Epoch [18][140/586]	lr: 2.500e-01, eta: 0:39:42, time: 0.090, data_time: 0.016, memory: 2815, loss: 1.0618, top-1: 66.3867, top-5: 88.7695
2023-02-02 23:08:03,243 - mmcls - INFO - Epoch [18][150/586]	lr: 2.500e-01, eta: 0:39:40, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0918, top-1: 66.1133, top-5: 88.7891
2023-02-02 23:08:04,275 - mmcls - INFO - Epoch [18][160/586]	lr: 2.500e-01, eta: 0:39:38, time: 0.100, data_time: 0.003, memory: 2815, loss: 1.0540, top-1: 67.1680, top-5: 88.8672
2023-02-02 23:08:04,934 - mmcls - INFO - Epoch [18][170/586]	lr: 2.500e-01, eta: 0:39:36, time: 0.069, data_time: 0.005, memory: 2815, loss: 1.0411, top-1: 67.3047, top-5: 89.0820
2023-02-02 23:08:05,438 - mmcls - INFO - Epoch [18][180/586]	lr: 2.500e-01, eta: 0:39:33, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0424, top-1: 67.6172, top-5: 89.2383
2023-02-02 23:08:06,530 - mmcls - INFO - Epoch [18][190/586]	lr: 2.500e-01, eta: 0:39:32, time: 0.105, data_time: 0.003, memory: 2815, loss: 1.0775, top-1: 67.1094, top-5: 88.6719
2023-02-02 23:08:07,111 - mmcls - INFO - Epoch [18][200/586]	lr: 2.500e-01, eta: 0:39:29, time: 0.063, data_time: 0.007, memory: 2815, loss: 1.0486, top-1: 68.1055, top-5: 88.8672
2023-02-02 23:08:07,651 - mmcls - INFO - Epoch [18][210/586]	lr: 2.500e-01, eta: 0:39:27, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.0731, top-1: 66.3672, top-5: 88.7305
2023-02-02 23:08:08,605 - mmcls - INFO - Epoch [18][220/586]	lr: 2.500e-01, eta: 0:39:25, time: 0.092, data_time: 0.004, memory: 2815, loss: 1.0575, top-1: 67.4023, top-5: 88.8086
2023-02-02 23:08:09,430 - mmcls - INFO - Epoch [18][230/586]	lr: 2.500e-01, eta: 0:39:23, time: 0.087, data_time: 0.006, memory: 2815, loss: 1.0525, top-1: 67.5195, top-5: 89.0625
2023-02-02 23:08:09,928 - mmcls - INFO - Epoch [18][240/586]	lr: 2.500e-01, eta: 0:39:20, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0472, top-1: 67.8320, top-5: 89.3750
2023-02-02 23:08:10,729 - mmcls - INFO - Epoch [18][250/586]	lr: 2.500e-01, eta: 0:39:18, time: 0.076, data_time: 0.002, memory: 2815, loss: 1.0881, top-1: 66.9922, top-5: 88.5547
2023-02-02 23:08:11,695 - mmcls - INFO - Epoch [18][260/586]	lr: 2.500e-01, eta: 0:39:16, time: 0.101, data_time: 0.007, memory: 2815, loss: 1.0601, top-1: 67.3828, top-5: 88.2617
2023-02-02 23:08:12,191 - mmcls - INFO - Epoch [18][270/586]	lr: 2.500e-01, eta: 0:39:14, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0343, top-1: 68.1055, top-5: 88.9648
2023-02-02 23:08:12,711 - mmcls - INFO - Epoch [18][280/586]	lr: 2.500e-01, eta: 0:39:11, time: 0.052, data_time: 0.002, memory: 2815, loss: 1.0375, top-1: 67.2852, top-5: 88.9844
2023-02-02 23:08:14,038 - mmcls - INFO - Epoch [18][290/586]	lr: 2.500e-01, eta: 0:39:10, time: 0.128, data_time: 0.002, memory: 2815, loss: 1.1173, top-1: 65.6445, top-5: 87.9492
2023-02-02 23:08:14,666 - mmcls - INFO - Epoch [18][300/586]	lr: 2.500e-01, eta: 0:39:08, time: 0.068, data_time: 0.007, memory: 2815, loss: 1.0826, top-1: 66.3867, top-5: 88.2422
2023-02-02 23:08:15,163 - mmcls - INFO - Epoch [18][310/586]	lr: 2.500e-01, eta: 0:39:05, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0689, top-1: 66.4648, top-5: 89.0234
2023-02-02 23:08:15,726 - mmcls - INFO - Epoch [18][320/586]	lr: 2.500e-01, eta: 0:39:03, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.0808, top-1: 66.8750, top-5: 88.5742
2023-02-02 23:08:16,768 - mmcls - INFO - Epoch [18][330/586]	lr: 2.500e-01, eta: 0:39:01, time: 0.107, data_time: 0.005, memory: 2815, loss: 1.0733, top-1: 66.7773, top-5: 88.2422
2023-02-02 23:08:17,278 - mmcls - INFO - Epoch [18][340/586]	lr: 2.500e-01, eta: 0:38:59, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0579, top-1: 67.1680, top-5: 88.9648
2023-02-02 23:08:17,865 - mmcls - INFO - Epoch [18][350/586]	lr: 2.500e-01, eta: 0:38:56, time: 0.055, data_time: 0.003, memory: 2815, loss: 1.0338, top-1: 68.0664, top-5: 88.8477
2023-02-02 23:08:18,983 - mmcls - INFO - Epoch [18][360/586]	lr: 2.500e-01, eta: 0:38:55, time: 0.116, data_time: 0.006, memory: 2815, loss: 1.0583, top-1: 67.3828, top-5: 89.2383
2023-02-02 23:08:19,468 - mmcls - INFO - Epoch [18][370/586]	lr: 2.500e-01, eta: 0:38:52, time: 0.048, data_time: 0.002, memory: 2815, loss: 1.0890, top-1: 66.1914, top-5: 88.5156
2023-02-02 23:08:20,163 - mmcls - INFO - Epoch [18][380/586]	lr: 2.500e-01, eta: 0:38:50, time: 0.066, data_time: 0.002, memory: 2815, loss: 1.0421, top-1: 67.5977, top-5: 88.9258
2023-02-02 23:08:21,342 - mmcls - INFO - Epoch [18][390/586]	lr: 2.500e-01, eta: 0:38:49, time: 0.119, data_time: 0.006, memory: 2815, loss: 1.0507, top-1: 67.5977, top-5: 88.9258
2023-02-02 23:08:21,846 - mmcls - INFO - Epoch [18][400/586]	lr: 2.500e-01, eta: 0:38:46, time: 0.054, data_time: 0.006, memory: 2815, loss: 1.0526, top-1: 67.4414, top-5: 89.4141
2023-02-02 23:08:22,393 - mmcls - INFO - Epoch [18][410/586]	lr: 2.500e-01, eta: 0:38:44, time: 0.055, data_time: 0.002, memory: 2815, loss: 1.0472, top-1: 67.3242, top-5: 89.3359
2023-02-02 23:08:23,603 - mmcls - INFO - Epoch [18][420/586]	lr: 2.500e-01, eta: 0:38:42, time: 0.116, data_time: 0.002, memory: 2815, loss: 1.0355, top-1: 68.3789, top-5: 89.1797
2023-02-02 23:08:24,198 - mmcls - INFO - Epoch [18][430/586]	lr: 2.500e-01, eta: 0:38:40, time: 0.064, data_time: 0.007, memory: 2815, loss: 1.0541, top-1: 67.3047, top-5: 88.8672
2023-02-02 23:08:24,727 - mmcls - INFO - Epoch [18][440/586]	lr: 2.500e-01, eta: 0:38:37, time: 0.053, data_time: 0.003, memory: 2815, loss: 1.0585, top-1: 66.6211, top-5: 88.8281
2023-02-02 23:08:25,574 - mmcls - INFO - Epoch [18][450/586]	lr: 2.500e-01, eta: 0:38:35, time: 0.081, data_time: 0.003, memory: 2815, loss: 1.0416, top-1: 67.5977, top-5: 89.2773
2023-02-02 23:08:26,498 - mmcls - INFO - Epoch [18][460/586]	lr: 2.500e-01, eta: 0:38:34, time: 0.097, data_time: 0.007, memory: 2815, loss: 1.0983, top-1: 66.2695, top-5: 88.0273
2023-02-02 23:08:27,037 - mmcls - INFO - Epoch [18][470/586]	lr: 2.500e-01, eta: 0:38:31, time: 0.054, data_time: 0.002, memory: 2815, loss: 1.0654, top-1: 67.2266, top-5: 88.5352
2023-02-02 23:08:28,086 - mmcls - INFO - Epoch [18][480/586]	lr: 2.500e-01, eta: 0:38:30, time: 0.102, data_time: 0.002, memory: 2815, loss: 1.0796, top-1: 66.6016, top-5: 88.7305
2023-02-02 23:08:29,022 - mmcls - INFO - Epoch [18][490/586]	lr: 2.500e-01, eta: 0:38:28, time: 0.097, data_time: 0.005, memory: 2815, loss: 1.0252, top-1: 67.6562, top-5: 89.6289
2023-02-02 23:08:29,558 - mmcls - INFO - Epoch [18][500/586]	lr: 2.500e-01, eta: 0:38:26, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.0737, top-1: 67.2461, top-5: 88.6133
2023-02-02 23:08:30,552 - mmcls - INFO - Epoch [18][510/586]	lr: 2.500e-01, eta: 0:38:24, time: 0.094, data_time: 0.002, memory: 2815, loss: 1.0659, top-1: 66.9531, top-5: 89.0625
2023-02-02 23:08:31,429 - mmcls - INFO - Epoch [18][520/586]	lr: 2.500e-01, eta: 0:38:22, time: 0.093, data_time: 0.008, memory: 2815, loss: 1.0633, top-1: 67.2461, top-5: 88.7891
2023-02-02 23:08:31,950 - mmcls - INFO - Epoch [18][530/586]	lr: 2.500e-01, eta: 0:38:20, time: 0.052, data_time: 0.004, memory: 2815, loss: 1.0295, top-1: 67.4023, top-5: 89.4922
2023-02-02 23:08:32,728 - mmcls - INFO - Epoch [18][540/586]	lr: 2.500e-01, eta: 0:38:18, time: 0.074, data_time: 0.002, memory: 2815, loss: 1.0438, top-1: 67.5391, top-5: 89.1797
2023-02-02 23:08:33,955 - mmcls - INFO - Epoch [18][550/586]	lr: 2.500e-01, eta: 0:38:16, time: 0.123, data_time: 0.006, memory: 2815, loss: 1.0193, top-1: 68.5352, top-5: 89.2773
2023-02-02 23:08:34,464 - mmcls - INFO - Epoch [18][560/586]	lr: 2.500e-01, eta: 0:38:14, time: 0.054, data_time: 0.006, memory: 2815, loss: 1.0401, top-1: 67.8906, top-5: 89.2773
2023-02-02 23:08:35,004 - mmcls - INFO - Epoch [18][570/586]	lr: 2.500e-01, eta: 0:38:11, time: 0.055, data_time: 0.003, memory: 2815, loss: 1.0470, top-1: 66.9727, top-5: 89.3164
2023-02-02 23:08:36,161 - mmcls - INFO - Epoch [18][580/586]	lr: 2.500e-01, eta: 0:38:10, time: 0.109, data_time: 0.002, memory: 2815, loss: 1.0581, top-1: 66.9141, top-5: 88.5547
2023-02-02 23:08:36,756 - mmcls - INFO - Saving checkpoint at 18 epochs
2023-02-02 23:08:39,501 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:08:39,502 - mmcls - INFO - Epoch(val) [18][12]	acc: 59.6500
2023-02-02 23:08:42,926 - mmcls - INFO - Epoch [19][10/586]	lr: 2.500e-01, eta: 0:38:11, time: 0.335, data_time: 0.223, memory: 2815, loss: 1.0692, top-1: 66.8750, top-5: 88.3008
2023-02-02 23:08:43,587 - mmcls - INFO - Epoch [19][20/586]	lr: 2.500e-01, eta: 0:38:08, time: 0.071, data_time: 0.007, memory: 2815, loss: 1.0359, top-1: 67.1875, top-5: 89.7461
2023-02-02 23:08:44,110 - mmcls - INFO - Epoch [19][30/586]	lr: 2.500e-01, eta: 0:38:06, time: 0.052, data_time: 0.003, memory: 2815, loss: 1.0583, top-1: 67.6758, top-5: 88.5547
2023-02-02 23:08:45,233 - mmcls - INFO - Epoch [19][40/586]	lr: 2.500e-01, eta: 0:38:04, time: 0.107, data_time: 0.003, memory: 2815, loss: 1.0597, top-1: 67.1484, top-5: 89.2773
2023-02-02 23:08:46,310 - mmcls - INFO - Epoch [19][50/586]	lr: 2.500e-01, eta: 0:38:03, time: 0.113, data_time: 0.008, memory: 2815, loss: 1.0291, top-1: 68.3398, top-5: 89.1016
2023-02-02 23:08:46,814 - mmcls - INFO - Epoch [19][60/586]	lr: 2.500e-01, eta: 0:38:01, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0463, top-1: 67.3828, top-5: 89.0234
2023-02-02 23:08:47,357 - mmcls - INFO - Epoch [19][70/586]	lr: 2.500e-01, eta: 0:37:58, time: 0.055, data_time: 0.002, memory: 2815, loss: 1.0446, top-1: 67.3242, top-5: 88.8477
2023-02-02 23:08:48,456 - mmcls - INFO - Epoch [19][80/586]	lr: 2.500e-01, eta: 0:37:57, time: 0.108, data_time: 0.001, memory: 2815, loss: 1.0410, top-1: 67.3633, top-5: 89.1797
2023-02-02 23:08:48,946 - mmcls - INFO - Epoch [19][90/586]	lr: 2.500e-01, eta: 0:37:54, time: 0.050, data_time: 0.003, memory: 2815, loss: 1.0603, top-1: 66.7383, top-5: 88.7891
2023-02-02 23:08:49,506 - mmcls - INFO - Epoch [19][100/586]	lr: 2.500e-01, eta: 0:37:52, time: 0.052, data_time: 0.001, memory: 2815, loss: 1.0674, top-1: 66.4844, top-5: 88.8672
2023-02-02 23:08:50,672 - mmcls - INFO - Epoch [19][110/586]	lr: 2.500e-01, eta: 0:37:51, time: 0.117, data_time: 0.006, memory: 2815, loss: 1.0749, top-1: 66.9922, top-5: 89.0430
2023-02-02 23:08:51,191 - mmcls - INFO - Epoch [19][120/586]	lr: 2.500e-01, eta: 0:37:48, time: 0.055, data_time: 0.005, memory: 2815, loss: 1.0612, top-1: 67.5781, top-5: 88.7305
2023-02-02 23:08:51,747 - mmcls - INFO - Epoch [19][130/586]	lr: 2.500e-01, eta: 0:37:46, time: 0.056, data_time: 0.002, memory: 2815, loss: 1.1068, top-1: 66.6992, top-5: 87.9297
2023-02-02 23:08:52,847 - mmcls - INFO - Epoch [19][140/586]	lr: 2.500e-01, eta: 0:37:44, time: 0.105, data_time: 0.002, memory: 2815, loss: 1.0759, top-1: 67.0898, top-5: 88.5938
2023-02-02 23:08:53,476 - mmcls - INFO - Epoch [19][150/586]	lr: 2.500e-01, eta: 0:37:42, time: 0.068, data_time: 0.007, memory: 2815, loss: 1.0178, top-1: 67.8906, top-5: 89.9219
2023-02-02 23:08:53,974 - mmcls - INFO - Epoch [19][160/586]	lr: 2.500e-01, eta: 0:37:40, time: 0.049, data_time: 0.002, memory: 2815, loss: 1.0303, top-1: 67.7344, top-5: 89.5312
2023-02-02 23:08:55,103 - mmcls - INFO - Epoch [19][170/586]	lr: 2.500e-01, eta: 0:37:38, time: 0.109, data_time: 0.003, memory: 2815, loss: 1.0186, top-1: 68.5352, top-5: 88.8867
2023-02-02 23:08:55,777 - mmcls - INFO - Epoch [19][180/586]	lr: 2.500e-01, eta: 0:37:36, time: 0.072, data_time: 0.007, memory: 2815, loss: 1.0156, top-1: 69.1016, top-5: 89.4336
2023-02-02 23:08:56,297 - mmcls - INFO - Epoch [19][190/586]	lr: 2.500e-01, eta: 0:37:34, time: 0.052, data_time: 0.003, memory: 2815, loss: 1.0277, top-1: 67.8516, top-5: 89.2188
2023-02-02 23:08:57,373 - mmcls - INFO - Epoch [19][200/586]	lr: 2.500e-01, eta: 0:37:32, time: 0.101, data_time: 0.002, memory: 2815, loss: 1.0551, top-1: 67.5977, top-5: 88.8672
2023-02-02 23:08:58,388 - mmcls - INFO - Epoch [19][210/586]	lr: 2.500e-01, eta: 0:37:31, time: 0.108, data_time: 0.009, memory: 2815, loss: 1.0555, top-1: 67.3047, top-5: 88.8672
2023-02-02 23:08:58,882 - mmcls - INFO - Epoch [19][220/586]	lr: 2.500e-01, eta: 0:37:28, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0992, top-1: 65.9961, top-5: 88.4180
2023-02-02 23:08:59,599 - mmcls - INFO - Epoch [19][230/586]	lr: 2.500e-01, eta: 0:37:26, time: 0.068, data_time: 0.002, memory: 2815, loss: 1.0696, top-1: 66.6406, top-5: 88.9844
2023-02-02 23:09:00,814 - mmcls - INFO - Epoch [19][240/586]	lr: 2.500e-01, eta: 0:37:25, time: 0.122, data_time: 0.006, memory: 2815, loss: 1.0555, top-1: 67.1484, top-5: 88.4375
2023-02-02 23:09:01,337 - mmcls - INFO - Epoch [19][250/586]	lr: 2.500e-01, eta: 0:37:23, time: 0.056, data_time: 0.005, memory: 2815, loss: 1.0563, top-1: 66.5430, top-5: 89.2188
2023-02-02 23:09:01,859 - mmcls - INFO - Epoch [19][260/586]	lr: 2.500e-01, eta: 0:37:20, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0939, top-1: 66.0742, top-5: 88.3984
2023-02-02 23:09:02,388 - mmcls - INFO - Epoch [19][270/586]	lr: 2.500e-01, eta: 0:37:18, time: 0.053, data_time: 0.003, memory: 2815, loss: 1.0344, top-1: 68.2422, top-5: 88.8477
2023-02-02 23:09:02,956 - mmcls - INFO - Epoch [19][280/586]	lr: 2.500e-01, eta: 0:37:15, time: 0.053, data_time: 0.003, memory: 2815, loss: 1.0057, top-1: 68.5547, top-5: 89.6875
2023-02-02 23:09:03,890 - mmcls - INFO - Epoch [19][290/586]	lr: 2.500e-01, eta: 0:37:14, time: 0.097, data_time: 0.006, memory: 2815, loss: 1.0582, top-1: 66.7578, top-5: 89.0625
2023-02-02 23:09:04,409 - mmcls - INFO - Epoch [19][300/586]	lr: 2.500e-01, eta: 0:37:11, time: 0.052, data_time: 0.002, memory: 2815, loss: 1.0399, top-1: 68.5352, top-5: 88.8867
2023-02-02 23:09:04,988 - mmcls - INFO - Epoch [19][310/586]	lr: 2.500e-01, eta: 0:37:09, time: 0.058, data_time: 0.003, memory: 2815, loss: 1.0556, top-1: 67.5977, top-5: 88.8477
2023-02-02 23:09:05,920 - mmcls - INFO - Epoch [19][320/586]	lr: 2.500e-01, eta: 0:37:07, time: 0.093, data_time: 0.002, memory: 2815, loss: 1.0624, top-1: 66.6992, top-5: 88.9844
2023-02-02 23:09:06,424 - mmcls - INFO - Epoch [19][330/586]	lr: 2.500e-01, eta: 0:37:05, time: 0.051, data_time: 0.003, memory: 2815, loss: 1.0575, top-1: 67.7539, top-5: 88.5547
2023-02-02 23:09:07,130 - mmcls - INFO - Epoch [19][340/586]	lr: 2.500e-01, eta: 0:37:03, time: 0.066, data_time: 0.002, memory: 2815, loss: 1.0434, top-1: 68.2227, top-5: 88.7305
2023-02-02 23:09:08,239 - mmcls - INFO - Epoch [19][350/586]	lr: 2.500e-01, eta: 0:37:02, time: 0.115, data_time: 0.007, memory: 2815, loss: 1.0160, top-1: 68.1641, top-5: 89.2578
2023-02-02 23:09:08,749 - mmcls - INFO - Epoch [19][360/586]	lr: 2.500e-01, eta: 0:36:59, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0692, top-1: 67.3438, top-5: 88.3789
2023-02-02 23:09:09,479 - mmcls - INFO - Epoch [19][370/586]	lr: 2.500e-01, eta: 0:36:57, time: 0.067, data_time: 0.002, memory: 2815, loss: 1.0872, top-1: 66.4844, top-5: 88.1836
2023-02-02 23:09:10,591 - mmcls - INFO - Epoch [19][380/586]	lr: 2.500e-01, eta: 0:36:56, time: 0.117, data_time: 0.008, memory: 2815, loss: 1.1146, top-1: 65.4492, top-5: 88.2422
2023-02-02 23:09:11,099 - mmcls - INFO - Epoch [19][390/586]	lr: 2.500e-01, eta: 0:36:53, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0967, top-1: 65.8008, top-5: 88.5938
2023-02-02 23:09:11,667 - mmcls - INFO - Epoch [19][400/586]	lr: 2.500e-01, eta: 0:36:51, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.0839, top-1: 66.5625, top-5: 89.1016
2023-02-02 23:09:12,963 - mmcls - INFO - Epoch [19][410/586]	lr: 2.500e-01, eta: 0:36:50, time: 0.126, data_time: 0.006, memory: 2815, loss: 1.0703, top-1: 66.7969, top-5: 88.7500
2023-02-02 23:09:13,573 - mmcls - INFO - Epoch [19][420/586]	lr: 2.500e-01, eta: 0:36:48, time: 0.068, data_time: 0.010, memory: 2815, loss: 1.0749, top-1: 66.6211, top-5: 88.4570
2023-02-02 23:09:14,089 - mmcls - INFO - Epoch [19][430/586]	lr: 2.500e-01, eta: 0:36:46, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.9987, top-1: 68.7109, top-5: 90.0195
2023-02-02 23:09:15,080 - mmcls - INFO - Epoch [19][440/586]	lr: 2.500e-01, eta: 0:36:44, time: 0.094, data_time: 0.002, memory: 2815, loss: 1.0341, top-1: 67.5391, top-5: 89.3945
2023-02-02 23:09:15,793 - mmcls - INFO - Epoch [19][450/586]	lr: 2.500e-01, eta: 0:36:42, time: 0.077, data_time: 0.008, memory: 2815, loss: 1.0609, top-1: 67.1094, top-5: 88.8477
2023-02-02 23:09:16,322 - mmcls - INFO - Epoch [19][460/586]	lr: 2.500e-01, eta: 0:36:40, time: 0.052, data_time: 0.002, memory: 2815, loss: 1.0918, top-1: 65.9375, top-5: 88.2422
2023-02-02 23:09:17,416 - mmcls - INFO - Epoch [19][470/586]	lr: 2.500e-01, eta: 0:36:38, time: 0.106, data_time: 0.004, memory: 2815, loss: 1.1030, top-1: 66.8359, top-5: 87.7148
2023-02-02 23:09:18,151 - mmcls - INFO - Epoch [19][480/586]	lr: 2.500e-01, eta: 0:36:36, time: 0.078, data_time: 0.007, memory: 2815, loss: 1.0468, top-1: 68.1250, top-5: 88.6133
2023-02-02 23:09:18,656 - mmcls - INFO - Epoch [19][490/586]	lr: 2.500e-01, eta: 0:36:34, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0312, top-1: 67.3828, top-5: 89.3945
2023-02-02 23:09:19,419 - mmcls - INFO - Epoch [19][500/586]	lr: 2.500e-01, eta: 0:36:32, time: 0.071, data_time: 0.002, memory: 2815, loss: 1.0140, top-1: 68.5938, top-5: 89.3359
2023-02-02 23:09:20,166 - mmcls - INFO - Epoch [19][510/586]	lr: 2.500e-01, eta: 0:36:30, time: 0.080, data_time: 0.008, memory: 2815, loss: 1.0232, top-1: 68.1445, top-5: 89.2188
2023-02-02 23:09:20,695 - mmcls - INFO - Epoch [19][520/586]	lr: 2.500e-01, eta: 0:36:28, time: 0.053, data_time: 0.003, memory: 2815, loss: 1.0427, top-1: 67.7734, top-5: 89.0039
2023-02-02 23:09:21,752 - mmcls - INFO - Epoch [19][530/586]	lr: 2.500e-01, eta: 0:36:26, time: 0.101, data_time: 0.003, memory: 2815, loss: 1.0242, top-1: 68.7305, top-5: 89.3750
2023-02-02 23:09:22,501 - mmcls - INFO - Epoch [19][540/586]	lr: 2.500e-01, eta: 0:36:24, time: 0.080, data_time: 0.007, memory: 2815, loss: 1.0673, top-1: 67.2070, top-5: 88.9844
2023-02-02 23:09:23,028 - mmcls - INFO - Epoch [19][550/586]	lr: 2.500e-01, eta: 0:36:22, time: 0.053, data_time: 0.002, memory: 2815, loss: 1.0410, top-1: 68.2031, top-5: 88.6523
2023-02-02 23:09:23,698 - mmcls - INFO - Epoch [19][560/586]	lr: 2.500e-01, eta: 0:36:20, time: 0.062, data_time: 0.002, memory: 2815, loss: 1.0412, top-1: 67.7539, top-5: 89.2578
2023-02-02 23:09:24,773 - mmcls - INFO - Epoch [19][570/586]	lr: 2.500e-01, eta: 0:36:19, time: 0.112, data_time: 0.008, memory: 2815, loss: 1.0671, top-1: 66.6797, top-5: 89.0625
2023-02-02 23:09:25,236 - mmcls - INFO - Epoch [19][580/586]	lr: 2.500e-01, eta: 0:36:16, time: 0.046, data_time: 0.002, memory: 2815, loss: 1.0260, top-1: 68.1055, top-5: 89.4727
2023-02-02 23:09:25,496 - mmcls - INFO - Saving checkpoint at 19 epochs
2023-02-02 23:09:28,329 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:09:28,330 - mmcls - INFO - Epoch(val) [19][12]	acc: 64.7167
2023-02-02 23:09:31,295 - mmcls - INFO - Epoch [20][10/586]	lr: 2.500e-01, eta: 0:36:16, time: 0.295, data_time: 0.224, memory: 2815, loss: 1.0643, top-1: 66.9727, top-5: 88.9648
2023-02-02 23:09:31,827 - mmcls - INFO - Epoch [20][20/586]	lr: 2.500e-01, eta: 0:36:14, time: 0.054, data_time: 0.002, memory: 2815, loss: 1.0694, top-1: 67.1289, top-5: 88.7500
2023-02-02 23:09:32,936 - mmcls - INFO - Epoch [20][30/586]	lr: 2.500e-01, eta: 0:36:12, time: 0.108, data_time: 0.001, memory: 2815, loss: 1.0617, top-1: 66.6016, top-5: 89.1406
2023-02-02 23:09:33,510 - mmcls - INFO - Epoch [20][40/586]	lr: 2.500e-01, eta: 0:36:10, time: 0.059, data_time: 0.005, memory: 2815, loss: 1.0438, top-1: 67.6953, top-5: 89.4531
2023-02-02 23:09:34,035 - mmcls - INFO - Epoch [20][50/586]	lr: 2.500e-01, eta: 0:36:08, time: 0.050, data_time: 0.002, memory: 2815, loss: 1.0507, top-1: 66.8555, top-5: 89.2578
2023-02-02 23:09:35,212 - mmcls - INFO - Epoch [20][60/586]	lr: 2.500e-01, eta: 0:36:07, time: 0.115, data_time: 0.005, memory: 2815, loss: 1.0283, top-1: 68.0859, top-5: 89.2383
2023-02-02 23:09:35,890 - mmcls - INFO - Epoch [20][70/586]	lr: 2.500e-01, eta: 0:36:05, time: 0.072, data_time: 0.007, memory: 2815, loss: 1.0730, top-1: 67.0117, top-5: 88.5352
2023-02-02 23:09:36,450 - mmcls - INFO - Epoch [20][80/586]	lr: 2.500e-01, eta: 0:36:02, time: 0.052, data_time: 0.003, memory: 2815, loss: 1.0880, top-1: 66.6406, top-5: 88.3008
2023-02-02 23:09:37,566 - mmcls - INFO - Epoch [20][90/586]	lr: 2.500e-01, eta: 0:36:01, time: 0.111, data_time: 0.007, memory: 2815, loss: 1.0302, top-1: 68.1445, top-5: 89.1406
2023-02-02 23:09:38,150 - mmcls - INFO - Epoch [20][100/586]	lr: 2.500e-01, eta: 0:35:59, time: 0.063, data_time: 0.007, memory: 2815, loss: 1.0316, top-1: 67.3242, top-5: 89.9219
2023-02-02 23:09:38,697 - mmcls - INFO - Epoch [20][110/586]	lr: 2.500e-01, eta: 0:35:57, time: 0.054, data_time: 0.002, memory: 2815, loss: 1.0773, top-1: 66.7773, top-5: 88.4766
2023-02-02 23:09:39,822 - mmcls - INFO - Epoch [20][120/586]	lr: 2.500e-01, eta: 0:35:55, time: 0.108, data_time: 0.003, memory: 2815, loss: 1.0477, top-1: 67.8125, top-5: 89.0430
2023-02-02 23:09:40,664 - mmcls - INFO - Epoch [20][130/586]	lr: 2.500e-01, eta: 0:35:54, time: 0.089, data_time: 0.007, memory: 2815, loss: 1.0456, top-1: 67.4219, top-5: 89.2578
2023-02-02 23:09:41,155 - mmcls - INFO - Epoch [20][140/586]	lr: 2.500e-01, eta: 0:35:51, time: 0.049, data_time: 0.002, memory: 2815, loss: 1.0231, top-1: 67.8320, top-5: 89.1016
2023-02-02 23:09:41,695 - mmcls - INFO - Epoch [20][150/586]	lr: 2.500e-01, eta: 0:35:49, time: 0.054, data_time: 0.003, memory: 2815, loss: 1.0531, top-1: 67.3242, top-5: 88.7109
2023-02-02 23:09:42,764 - mmcls - INFO - Epoch [20][160/586]	lr: 2.500e-01, eta: 0:35:48, time: 0.107, data_time: 0.003, memory: 2815, loss: 1.0515, top-1: 67.0508, top-5: 89.5312
2023-02-02 23:09:43,262 - mmcls - INFO - Epoch [20][170/586]	lr: 2.500e-01, eta: 0:35:45, time: 0.049, data_time: 0.002, memory: 2815, loss: 1.0531, top-1: 67.4805, top-5: 88.8086
2023-02-02 23:09:44,053 - mmcls - INFO - Epoch [20][180/586]	lr: 2.500e-01, eta: 0:35:43, time: 0.075, data_time: 0.003, memory: 2815, loss: 0.9675, top-1: 69.5703, top-5: 90.1367
2023-02-02 23:09:45,069 - mmcls - INFO - Epoch [20][190/586]	lr: 2.500e-01, eta: 0:35:42, time: 0.106, data_time: 0.007, memory: 2815, loss: 0.9924, top-1: 68.7305, top-5: 89.7266
2023-02-02 23:09:45,562 - mmcls - INFO - Epoch [20][200/586]	lr: 2.500e-01, eta: 0:35:40, time: 0.050, data_time: 0.003, memory: 2815, loss: 1.0052, top-1: 67.8906, top-5: 89.6680
2023-02-02 23:09:46,108 - mmcls - INFO - Epoch [20][210/586]	lr: 2.500e-01, eta: 0:35:38, time: 0.054, data_time: 0.002, memory: 2815, loss: 1.0632, top-1: 67.2461, top-5: 88.5352
2023-02-02 23:09:47,355 - mmcls - INFO - Epoch [20][220/586]	lr: 2.500e-01, eta: 0:35:36, time: 0.120, data_time: 0.003, memory: 2815, loss: 1.0348, top-1: 68.0273, top-5: 89.0430
2023-02-02 23:09:48,039 - mmcls - INFO - Epoch [20][230/586]	lr: 2.500e-01, eta: 0:35:34, time: 0.072, data_time: 0.007, memory: 2815, loss: 1.0705, top-1: 66.6211, top-5: 88.9258
2023-02-02 23:09:48,565 - mmcls - INFO - Epoch [20][240/586]	lr: 2.500e-01, eta: 0:35:32, time: 0.053, data_time: 0.003, memory: 2815, loss: 1.0708, top-1: 66.7188, top-5: 88.9062
2023-02-02 23:09:49,495 - mmcls - INFO - Epoch [20][250/586]	lr: 2.500e-01, eta: 0:35:30, time: 0.088, data_time: 0.003, memory: 2815, loss: 1.0771, top-1: 66.7578, top-5: 88.4375
2023-02-02 23:09:50,315 - mmcls - INFO - Epoch [20][260/586]	lr: 2.500e-01, eta: 0:35:29, time: 0.087, data_time: 0.008, memory: 2815, loss: 1.0815, top-1: 66.3281, top-5: 88.3594
2023-02-02 23:09:50,807 - mmcls - INFO - Epoch [20][270/586]	lr: 2.500e-01, eta: 0:35:27, time: 0.049, data_time: 0.003, memory: 2815, loss: 1.0636, top-1: 66.9922, top-5: 88.8477
2023-02-02 23:09:51,700 - mmcls - INFO - Epoch [20][280/586]	lr: 2.500e-01, eta: 0:35:25, time: 0.085, data_time: 0.003, memory: 2815, loss: 1.0554, top-1: 67.0312, top-5: 89.2578
2023-02-02 23:09:52,782 - mmcls - INFO - Epoch [20][290/586]	lr: 2.500e-01, eta: 0:35:24, time: 0.113, data_time: 0.007, memory: 2815, loss: 1.0194, top-1: 68.5352, top-5: 89.5508
2023-02-02 23:09:53,290 - mmcls - INFO - Epoch [20][300/586]	lr: 2.500e-01, eta: 0:35:21, time: 0.052, data_time: 0.002, memory: 2815, loss: 1.0471, top-1: 67.6172, top-5: 88.9648
2023-02-02 23:09:54,025 - mmcls - INFO - Epoch [20][310/586]	lr: 2.500e-01, eta: 0:35:19, time: 0.068, data_time: 0.001, memory: 2815, loss: 1.0774, top-1: 66.1914, top-5: 89.0430
2023-02-02 23:09:54,861 - mmcls - INFO - Epoch [20][320/586]	lr: 2.500e-01, eta: 0:35:18, time: 0.088, data_time: 0.007, memory: 2815, loss: 1.0723, top-1: 67.3828, top-5: 88.3594
2023-02-02 23:09:55,369 - mmcls - INFO - Epoch [20][330/586]	lr: 2.500e-01, eta: 0:35:15, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0179, top-1: 67.5977, top-5: 89.7070
2023-02-02 23:09:56,148 - mmcls - INFO - Epoch [20][340/586]	lr: 2.500e-01, eta: 0:35:14, time: 0.074, data_time: 0.003, memory: 2815, loss: 1.0803, top-1: 66.7969, top-5: 88.3008
2023-02-02 23:09:57,211 - mmcls - INFO - Epoch [20][350/586]	lr: 2.500e-01, eta: 0:35:12, time: 0.110, data_time: 0.007, memory: 2815, loss: 1.0547, top-1: 67.3828, top-5: 89.7070
2023-02-02 23:09:57,704 - mmcls - INFO - Epoch [20][360/586]	lr: 2.500e-01, eta: 0:35:10, time: 0.049, data_time: 0.002, memory: 2815, loss: 1.1101, top-1: 65.5273, top-5: 88.4570
2023-02-02 23:09:58,315 - mmcls - INFO - Epoch [20][370/586]	lr: 2.500e-01, eta: 0:35:08, time: 0.058, data_time: 0.003, memory: 2815, loss: 1.0520, top-1: 66.7773, top-5: 88.9258
2023-02-02 23:09:59,665 - mmcls - INFO - Epoch [20][380/586]	lr: 2.500e-01, eta: 0:35:07, time: 0.135, data_time: 0.005, memory: 2815, loss: 1.0374, top-1: 68.1836, top-5: 88.8086
2023-02-02 23:10:00,194 - mmcls - INFO - Epoch [20][390/586]	lr: 2.500e-01, eta: 0:35:05, time: 0.055, data_time: 0.005, memory: 2815, loss: 1.0463, top-1: 68.3594, top-5: 88.8281
2023-02-02 23:10:00,739 - mmcls - INFO - Epoch [20][400/586]	lr: 2.500e-01, eta: 0:35:03, time: 0.055, data_time: 0.003, memory: 2815, loss: 1.0590, top-1: 67.4219, top-5: 88.6133
2023-02-02 23:10:01,809 - mmcls - INFO - Epoch [20][410/586]	lr: 2.500e-01, eta: 0:35:01, time: 0.103, data_time: 0.002, memory: 2815, loss: 1.0476, top-1: 67.5586, top-5: 88.9258
2023-02-02 23:10:02,307 - mmcls - INFO - Epoch [20][420/586]	lr: 2.500e-01, eta: 0:34:59, time: 0.053, data_time: 0.006, memory: 2815, loss: 1.0742, top-1: 66.5820, top-5: 88.8281
2023-02-02 23:10:02,983 - mmcls - INFO - Epoch [20][430/586]	lr: 2.500e-01, eta: 0:34:57, time: 0.063, data_time: 0.003, memory: 2815, loss: 1.0362, top-1: 68.2031, top-5: 89.3945
2023-02-02 23:10:04,080 - mmcls - INFO - Epoch [20][440/586]	lr: 2.500e-01, eta: 0:34:56, time: 0.114, data_time: 0.007, memory: 2815, loss: 1.0392, top-1: 67.7344, top-5: 89.1211
2023-02-02 23:10:04,590 - mmcls - INFO - Epoch [20][450/586]	lr: 2.500e-01, eta: 0:34:53, time: 0.051, data_time: 0.002, memory: 2815, loss: 1.0268, top-1: 67.2656, top-5: 89.7656
2023-02-02 23:10:05,565 - mmcls - INFO - Epoch [20][460/586]	lr: 2.500e-01, eta: 0:34:52, time: 0.093, data_time: 0.003, memory: 2815, loss: 1.0264, top-1: 67.8320, top-5: 89.2969
2023-02-02 23:10:06,635 - mmcls - INFO - Epoch [20][470/586]	lr: 2.500e-01, eta: 0:34:51, time: 0.112, data_time: 0.007, memory: 2815, loss: 1.0174, top-1: 68.1055, top-5: 89.6680
2023-02-02 23:10:07,149 - mmcls - INFO - Epoch [20][480/586]	lr: 2.500e-01, eta: 0:34:48, time: 0.051, data_time: 0.003, memory: 2815, loss: 1.0443, top-1: 67.2461, top-5: 89.3750
2023-02-02 23:10:07,876 - mmcls - INFO - Epoch [20][490/586]	lr: 2.500e-01, eta: 0:34:47, time: 0.069, data_time: 0.002, memory: 2815, loss: 1.0369, top-1: 67.8711, top-5: 89.1797
2023-02-02 23:10:09,091 - mmcls - INFO - Epoch [20][500/586]	lr: 2.500e-01, eta: 0:34:45, time: 0.120, data_time: 0.006, memory: 2815, loss: 1.0429, top-1: 68.1641, top-5: 88.9258
2023-02-02 23:10:09,661 - mmcls - INFO - Epoch [20][510/586]	lr: 2.500e-01, eta: 0:34:43, time: 0.062, data_time: 0.008, memory: 2815, loss: 1.0431, top-1: 66.9336, top-5: 89.3164
2023-02-02 23:10:10,235 - mmcls - INFO - Epoch [20][520/586]	lr: 2.500e-01, eta: 0:34:41, time: 0.054, data_time: 0.002, memory: 2815, loss: 1.0416, top-1: 67.3438, top-5: 89.4141
2023-02-02 23:10:11,443 - mmcls - INFO - Epoch [20][530/586]	lr: 2.500e-01, eta: 0:34:40, time: 0.119, data_time: 0.005, memory: 2815, loss: 1.0583, top-1: 67.4023, top-5: 89.0430
2023-02-02 23:10:12,211 - mmcls - INFO - Epoch [20][540/586]	lr: 2.500e-01, eta: 0:34:38, time: 0.082, data_time: 0.008, memory: 2815, loss: 1.0682, top-1: 67.3047, top-5: 88.3203
2023-02-02 23:10:12,719 - mmcls - INFO - Epoch [20][550/586]	lr: 2.500e-01, eta: 0:34:36, time: 0.051, data_time: 0.003, memory: 2815, loss: 1.0364, top-1: 67.4219, top-5: 89.4922
2023-02-02 23:10:13,430 - mmcls - INFO - Epoch [20][560/586]	lr: 2.500e-01, eta: 0:34:34, time: 0.068, data_time: 0.003, memory: 2815, loss: 1.0442, top-1: 67.0703, top-5: 89.4141
2023-02-02 23:10:14,515 - mmcls - INFO - Epoch [20][570/586]	lr: 2.500e-01, eta: 0:34:33, time: 0.112, data_time: 0.006, memory: 2815, loss: 1.0510, top-1: 68.3008, top-5: 88.4961
2023-02-02 23:10:14,967 - mmcls - INFO - Epoch [20][580/586]	lr: 2.500e-01, eta: 0:34:31, time: 0.045, data_time: 0.002, memory: 2815, loss: 1.0173, top-1: 68.5938, top-5: 89.2773
2023-02-02 23:10:15,218 - mmcls - INFO - Saving checkpoint at 20 epochs
2023-02-02 23:10:18,007 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:10:18,007 - mmcls - INFO - Epoch(val) [20][12]	acc: 64.4000
2023-02-02 23:10:21,263 - mmcls - INFO - Epoch [21][10/586]	lr: 6.250e-02, eta: 0:34:31, time: 0.323, data_time: 0.225, memory: 2815, loss: 0.9117, top-1: 71.1523, top-5: 90.9766
2023-02-02 23:10:21,811 - mmcls - INFO - Epoch [21][20/586]	lr: 6.250e-02, eta: 0:34:29, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.7768, top-1: 75.3125, top-5: 92.4219
2023-02-02 23:10:22,807 - mmcls - INFO - Epoch [21][30/586]	lr: 6.250e-02, eta: 0:34:27, time: 0.093, data_time: 0.002, memory: 2815, loss: 0.7613, top-1: 75.4102, top-5: 92.6758
2023-02-02 23:10:23,665 - mmcls - INFO - Epoch [21][40/586]	lr: 6.250e-02, eta: 0:34:26, time: 0.091, data_time: 0.009, memory: 2815, loss: 0.7468, top-1: 76.4453, top-5: 92.8320
2023-02-02 23:10:24,170 - mmcls - INFO - Epoch [21][50/586]	lr: 6.250e-02, eta: 0:34:23, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.6939, top-1: 77.7344, top-5: 93.2812
2023-02-02 23:10:24,883 - mmcls - INFO - Epoch [21][60/586]	lr: 6.250e-02, eta: 0:34:21, time: 0.067, data_time: 0.002, memory: 2815, loss: 0.6997, top-1: 77.8711, top-5: 93.1836
2023-02-02 23:10:25,789 - mmcls - INFO - Epoch [21][70/586]	lr: 6.250e-02, eta: 0:34:20, time: 0.094, data_time: 0.006, memory: 2815, loss: 0.6695, top-1: 78.4375, top-5: 93.5352
2023-02-02 23:10:26,293 - mmcls - INFO - Epoch [21][80/586]	lr: 6.250e-02, eta: 0:34:18, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.6693, top-1: 78.4961, top-5: 93.7109
2023-02-02 23:10:26,983 - mmcls - INFO - Epoch [21][90/586]	lr: 6.250e-02, eta: 0:34:16, time: 0.065, data_time: 0.003, memory: 2815, loss: 0.6797, top-1: 78.1055, top-5: 93.5547
2023-02-02 23:10:28,206 - mmcls - INFO - Epoch [21][100/586]	lr: 6.250e-02, eta: 0:34:15, time: 0.121, data_time: 0.006, memory: 2815, loss: 0.6308, top-1: 79.7461, top-5: 94.2773
2023-02-02 23:10:28,734 - mmcls - INFO - Epoch [21][110/586]	lr: 6.250e-02, eta: 0:34:13, time: 0.058, data_time: 0.007, memory: 2815, loss: 0.5964, top-1: 80.6641, top-5: 94.9023
2023-02-02 23:10:29,263 - mmcls - INFO - Epoch [21][120/586]	lr: 6.250e-02, eta: 0:34:10, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.6112, top-1: 80.2148, top-5: 94.3359
2023-02-02 23:10:30,408 - mmcls - INFO - Epoch [21][130/586]	lr: 6.250e-02, eta: 0:34:09, time: 0.110, data_time: 0.003, memory: 2815, loss: 0.6668, top-1: 78.7695, top-5: 93.7305
2023-02-02 23:10:30,961 - mmcls - INFO - Epoch [21][140/586]	lr: 6.250e-02, eta: 0:34:07, time: 0.060, data_time: 0.008, memory: 2815, loss: 0.6512, top-1: 79.1406, top-5: 93.3008
2023-02-02 23:10:31,632 - mmcls - INFO - Epoch [21][150/586]	lr: 6.250e-02, eta: 0:34:05, time: 0.063, data_time: 0.002, memory: 2815, loss: 0.6004, top-1: 80.4492, top-5: 94.5898
2023-02-02 23:10:32,726 - mmcls - INFO - Epoch [21][160/586]	lr: 6.250e-02, eta: 0:34:04, time: 0.113, data_time: 0.006, memory: 2815, loss: 0.6192, top-1: 79.1211, top-5: 94.6484
2023-02-02 23:10:33,227 - mmcls - INFO - Epoch [21][170/586]	lr: 6.250e-02, eta: 0:34:02, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5856, top-1: 80.9180, top-5: 94.6484
2023-02-02 23:10:33,935 - mmcls - INFO - Epoch [21][180/586]	lr: 6.250e-02, eta: 0:34:00, time: 0.067, data_time: 0.002, memory: 2815, loss: 0.6128, top-1: 80.1758, top-5: 94.4531
2023-02-02 23:10:35,114 - mmcls - INFO - Epoch [21][190/586]	lr: 6.250e-02, eta: 0:33:59, time: 0.122, data_time: 0.006, memory: 2815, loss: 0.6349, top-1: 79.7852, top-5: 93.8672
2023-02-02 23:10:35,613 - mmcls - INFO - Epoch [21][200/586]	lr: 6.250e-02, eta: 0:33:57, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5976, top-1: 80.5273, top-5: 94.0430
2023-02-02 23:10:36,143 - mmcls - INFO - Epoch [21][210/586]	lr: 6.250e-02, eta: 0:33:55, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.6322, top-1: 79.7070, top-5: 93.9844
2023-02-02 23:10:37,503 - mmcls - INFO - Epoch [21][220/586]	lr: 6.250e-02, eta: 0:33:54, time: 0.131, data_time: 0.002, memory: 2815, loss: 0.6072, top-1: 79.7852, top-5: 94.8438
2023-02-02 23:10:38,206 - mmcls - INFO - Epoch [21][230/586]	lr: 6.250e-02, eta: 0:33:52, time: 0.075, data_time: 0.008, memory: 2815, loss: 0.6324, top-1: 79.7070, top-5: 94.0430
2023-02-02 23:10:38,718 - mmcls - INFO - Epoch [21][240/586]	lr: 6.250e-02, eta: 0:33:50, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.6027, top-1: 80.5469, top-5: 94.3164
2023-02-02 23:10:39,747 - mmcls - INFO - Epoch [21][250/586]	lr: 6.250e-02, eta: 0:33:48, time: 0.099, data_time: 0.003, memory: 2815, loss: 0.6189, top-1: 79.5703, top-5: 94.3555
2023-02-02 23:10:40,439 - mmcls - INFO - Epoch [21][260/586]	lr: 6.250e-02, eta: 0:33:46, time: 0.073, data_time: 0.007, memory: 2815, loss: 0.5949, top-1: 80.7422, top-5: 94.5508
2023-02-02 23:10:40,950 - mmcls - INFO - Epoch [21][270/586]	lr: 6.250e-02, eta: 0:33:44, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.6326, top-1: 79.1406, top-5: 94.4727
2023-02-02 23:10:41,745 - mmcls - INFO - Epoch [21][280/586]	lr: 6.250e-02, eta: 0:33:43, time: 0.076, data_time: 0.002, memory: 2815, loss: 0.5670, top-1: 81.5820, top-5: 95.0586
2023-02-02 23:10:42,552 - mmcls - INFO - Epoch [21][290/586]	lr: 6.250e-02, eta: 0:33:41, time: 0.085, data_time: 0.006, memory: 2815, loss: 0.6000, top-1: 80.3516, top-5: 94.6094
2023-02-02 23:10:43,083 - mmcls - INFO - Epoch [21][300/586]	lr: 6.250e-02, eta: 0:33:39, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5720, top-1: 81.4648, top-5: 94.6875
2023-02-02 23:10:43,987 - mmcls - INFO - Epoch [21][310/586]	lr: 6.250e-02, eta: 0:33:37, time: 0.085, data_time: 0.002, memory: 2815, loss: 0.5799, top-1: 80.9375, top-5: 94.8633
2023-02-02 23:10:44,701 - mmcls - INFO - Epoch [21][320/586]	lr: 6.250e-02, eta: 0:33:35, time: 0.077, data_time: 0.008, memory: 2815, loss: 0.6142, top-1: 80.0000, top-5: 94.5312
2023-02-02 23:10:45,247 - mmcls - INFO - Epoch [21][330/586]	lr: 6.250e-02, eta: 0:33:33, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.5805, top-1: 81.3281, top-5: 94.6875
2023-02-02 23:10:46,124 - mmcls - INFO - Epoch [21][340/586]	lr: 6.250e-02, eta: 0:33:32, time: 0.083, data_time: 0.002, memory: 2815, loss: 0.5749, top-1: 80.7227, top-5: 95.1953
2023-02-02 23:10:47,355 - mmcls - INFO - Epoch [21][350/586]	lr: 6.250e-02, eta: 0:33:31, time: 0.123, data_time: 0.006, memory: 2815, loss: 0.6067, top-1: 80.2344, top-5: 94.5703
2023-02-02 23:10:47,876 - mmcls - INFO - Epoch [21][360/586]	lr: 6.250e-02, eta: 0:33:29, time: 0.056, data_time: 0.006, memory: 2815, loss: 0.5987, top-1: 80.5273, top-5: 94.2578
2023-02-02 23:10:48,377 - mmcls - INFO - Epoch [21][370/586]	lr: 6.250e-02, eta: 0:33:27, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.6008, top-1: 80.4883, top-5: 94.3555
2023-02-02 23:10:49,407 - mmcls - INFO - Epoch [21][380/586]	lr: 6.250e-02, eta: 0:33:25, time: 0.103, data_time: 0.002, memory: 2815, loss: 0.5603, top-1: 81.0156, top-5: 95.1562
2023-02-02 23:10:49,910 - mmcls - INFO - Epoch [21][390/586]	lr: 6.250e-02, eta: 0:33:23, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5942, top-1: 80.4883, top-5: 94.5703
2023-02-02 23:10:50,422 - mmcls - INFO - Epoch [21][400/586]	lr: 6.250e-02, eta: 0:33:21, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5532, top-1: 81.9727, top-5: 95.0586
2023-02-02 23:10:51,455 - mmcls - INFO - Epoch [21][410/586]	lr: 6.250e-02, eta: 0:33:20, time: 0.098, data_time: 0.003, memory: 2815, loss: 0.5644, top-1: 81.2305, top-5: 95.1562
2023-02-02 23:10:52,270 - mmcls - INFO - Epoch [21][420/586]	lr: 6.250e-02, eta: 0:33:18, time: 0.086, data_time: 0.008, memory: 2815, loss: 0.5548, top-1: 81.4648, top-5: 95.0586
2023-02-02 23:10:52,791 - mmcls - INFO - Epoch [21][430/586]	lr: 6.250e-02, eta: 0:33:16, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5449, top-1: 82.4023, top-5: 95.1562
2023-02-02 23:10:53,932 - mmcls - INFO - Epoch [21][440/586]	lr: 6.250e-02, eta: 0:33:15, time: 0.109, data_time: 0.002, memory: 2815, loss: 0.6099, top-1: 79.9805, top-5: 94.6680
2023-02-02 23:10:54,631 - mmcls - INFO - Epoch [21][450/586]	lr: 6.250e-02, eta: 0:33:13, time: 0.074, data_time: 0.007, memory: 2815, loss: 0.5700, top-1: 81.6797, top-5: 94.7266
2023-02-02 23:10:55,161 - mmcls - INFO - Epoch [21][460/586]	lr: 6.250e-02, eta: 0:33:11, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5728, top-1: 81.4844, top-5: 94.7656
2023-02-02 23:10:56,076 - mmcls - INFO - Epoch [21][470/586]	lr: 6.250e-02, eta: 0:33:09, time: 0.086, data_time: 0.003, memory: 2815, loss: 0.5632, top-1: 81.3086, top-5: 94.8828
2023-02-02 23:10:56,973 - mmcls - INFO - Epoch [21][480/586]	lr: 6.250e-02, eta: 0:33:08, time: 0.095, data_time: 0.008, memory: 2815, loss: 0.5855, top-1: 80.6641, top-5: 94.6875
2023-02-02 23:10:57,482 - mmcls - INFO - Epoch [21][490/586]	lr: 6.250e-02, eta: 0:33:06, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5938, top-1: 80.5469, top-5: 94.5508
2023-02-02 23:10:58,164 - mmcls - INFO - Epoch [21][500/586]	lr: 6.250e-02, eta: 0:33:04, time: 0.064, data_time: 0.003, memory: 2815, loss: 0.5666, top-1: 81.2695, top-5: 95.2344
2023-02-02 23:10:59,086 - mmcls - INFO - Epoch [21][510/586]	lr: 6.250e-02, eta: 0:33:02, time: 0.096, data_time: 0.006, memory: 2815, loss: 0.5814, top-1: 80.7227, top-5: 94.7461
2023-02-02 23:10:59,599 - mmcls - INFO - Epoch [21][520/586]	lr: 6.250e-02, eta: 0:33:00, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5584, top-1: 81.5234, top-5: 94.9219
2023-02-02 23:11:00,524 - mmcls - INFO - Epoch [21][530/586]	lr: 6.250e-02, eta: 0:32:59, time: 0.087, data_time: 0.002, memory: 2815, loss: 0.5952, top-1: 80.2344, top-5: 94.5898
2023-02-02 23:11:01,476 - mmcls - INFO - Epoch [21][540/586]	lr: 6.250e-02, eta: 0:32:57, time: 0.101, data_time: 0.008, memory: 2815, loss: 0.5635, top-1: 81.7969, top-5: 95.1367
2023-02-02 23:11:01,990 - mmcls - INFO - Epoch [21][550/586]	lr: 6.250e-02, eta: 0:32:55, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5751, top-1: 81.1133, top-5: 95.0195
2023-02-02 23:11:02,704 - mmcls - INFO - Epoch [21][560/586]	lr: 6.250e-02, eta: 0:32:53, time: 0.068, data_time: 0.002, memory: 2815, loss: 0.5763, top-1: 80.9766, top-5: 94.8828
2023-02-02 23:11:03,649 - mmcls - INFO - Epoch [21][570/586]	lr: 6.250e-02, eta: 0:32:52, time: 0.099, data_time: 0.006, memory: 2815, loss: 0.5693, top-1: 81.6797, top-5: 94.9219
2023-02-02 23:11:04,116 - mmcls - INFO - Epoch [21][580/586]	lr: 6.250e-02, eta: 0:32:50, time: 0.046, data_time: 0.002, memory: 2815, loss: 0.5511, top-1: 82.0312, top-5: 95.0586
2023-02-02 23:11:04,363 - mmcls - INFO - Saving checkpoint at 21 epochs
2023-02-02 23:11:07,157 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:11:07,170 - mmcls - INFO - The previous best checkpoint /opt/logger/m_imagenet_etf/best_acc_epoch_16.pth was removed
2023-02-02 23:11:07,399 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_21.pth.
2023-02-02 23:11:07,399 - mmcls - INFO - Best acc is 79.6000 at 21 epoch.
2023-02-02 23:11:07,400 - mmcls - INFO - Epoch(val) [21][12]	acc: 79.6000
2023-02-02 23:11:10,795 - mmcls - INFO - Epoch [22][10/586]	lr: 6.250e-02, eta: 0:32:50, time: 0.337, data_time: 0.219, memory: 2815, loss: 0.5260, top-1: 82.1875, top-5: 95.6836
2023-02-02 23:11:11,290 - mmcls - INFO - Epoch [22][20/586]	lr: 6.250e-02, eta: 0:32:48, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5552, top-1: 81.8750, top-5: 95.0781
2023-02-02 23:11:11,812 - mmcls - INFO - Epoch [22][30/586]	lr: 6.250e-02, eta: 0:32:46, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5410, top-1: 81.8359, top-5: 95.6641
2023-02-02 23:11:12,775 - mmcls - INFO - Epoch [22][40/586]	lr: 6.250e-02, eta: 0:32:45, time: 0.091, data_time: 0.002, memory: 2815, loss: 0.5460, top-1: 81.9141, top-5: 94.9609
2023-02-02 23:11:13,711 - mmcls - INFO - Epoch [22][50/586]	lr: 6.250e-02, eta: 0:32:43, time: 0.099, data_time: 0.008, memory: 2815, loss: 0.5735, top-1: 81.3672, top-5: 95.1172
2023-02-02 23:11:14,203 - mmcls - INFO - Epoch [22][60/586]	lr: 6.250e-02, eta: 0:32:41, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5644, top-1: 82.0703, top-5: 94.6484
2023-02-02 23:11:14,931 - mmcls - INFO - Epoch [22][70/586]	lr: 6.250e-02, eta: 0:32:39, time: 0.068, data_time: 0.002, memory: 2815, loss: 0.5580, top-1: 81.3477, top-5: 95.3320
2023-02-02 23:11:15,614 - mmcls - INFO - Epoch [22][80/586]	lr: 6.250e-02, eta: 0:32:38, time: 0.072, data_time: 0.006, memory: 2815, loss: 0.5592, top-1: 81.8164, top-5: 95.2930
2023-02-02 23:11:16,135 - mmcls - INFO - Epoch [22][90/586]	lr: 6.250e-02, eta: 0:32:36, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5664, top-1: 81.4844, top-5: 94.7852
2023-02-02 23:11:16,758 - mmcls - INFO - Epoch [22][100/586]	lr: 6.250e-02, eta: 0:32:34, time: 0.062, data_time: 0.002, memory: 2815, loss: 0.5471, top-1: 82.2070, top-5: 95.1367
2023-02-02 23:11:17,863 - mmcls - INFO - Epoch [22][110/586]	lr: 6.250e-02, eta: 0:32:32, time: 0.106, data_time: 0.003, memory: 2815, loss: 0.5567, top-1: 81.7383, top-5: 95.1562
2023-02-02 23:11:18,551 - mmcls - INFO - Epoch [22][120/586]	lr: 6.250e-02, eta: 0:32:31, time: 0.074, data_time: 0.008, memory: 2815, loss: 0.5539, top-1: 81.7578, top-5: 94.7461
2023-02-02 23:11:19,063 - mmcls - INFO - Epoch [22][130/586]	lr: 6.250e-02, eta: 0:32:29, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5562, top-1: 81.9922, top-5: 95.0781
2023-02-02 23:11:19,886 - mmcls - INFO - Epoch [22][140/586]	lr: 6.250e-02, eta: 0:32:27, time: 0.077, data_time: 0.003, memory: 2815, loss: 0.5683, top-1: 81.4258, top-5: 94.9609
2023-02-02 23:11:20,799 - mmcls - INFO - Epoch [22][150/586]	lr: 6.250e-02, eta: 0:32:25, time: 0.097, data_time: 0.008, memory: 2815, loss: 0.5253, top-1: 82.8516, top-5: 95.9570
2023-02-02 23:11:21,305 - mmcls - INFO - Epoch [22][160/586]	lr: 6.250e-02, eta: 0:32:23, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5720, top-1: 81.6211, top-5: 94.9414
2023-02-02 23:11:22,074 - mmcls - INFO - Epoch [22][170/586]	lr: 6.250e-02, eta: 0:32:22, time: 0.073, data_time: 0.002, memory: 2815, loss: 0.5454, top-1: 81.8945, top-5: 95.0000
2023-02-02 23:11:23,025 - mmcls - INFO - Epoch [22][180/586]	lr: 6.250e-02, eta: 0:32:20, time: 0.099, data_time: 0.006, memory: 2815, loss: 0.5622, top-1: 81.2305, top-5: 95.1172
2023-02-02 23:11:23,524 - mmcls - INFO - Epoch [22][190/586]	lr: 6.250e-02, eta: 0:32:18, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5466, top-1: 82.1875, top-5: 94.9414
2023-02-02 23:11:24,246 - mmcls - INFO - Epoch [22][200/586]	lr: 6.250e-02, eta: 0:32:17, time: 0.067, data_time: 0.003, memory: 2815, loss: 0.5476, top-1: 81.5234, top-5: 95.1562
2023-02-02 23:11:25,169 - mmcls - INFO - Epoch [22][210/586]	lr: 6.250e-02, eta: 0:32:15, time: 0.097, data_time: 0.007, memory: 2815, loss: 0.5399, top-1: 81.9727, top-5: 95.5273
2023-02-02 23:11:25,686 - mmcls - INFO - Epoch [22][220/586]	lr: 6.250e-02, eta: 0:32:13, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5313, top-1: 82.1094, top-5: 95.6445
2023-02-02 23:11:26,247 - mmcls - INFO - Epoch [22][230/586]	lr: 6.250e-02, eta: 0:32:11, time: 0.057, data_time: 0.003, memory: 2815, loss: 0.5913, top-1: 80.6836, top-5: 94.4922
2023-02-02 23:11:27,470 - mmcls - INFO - Epoch [22][240/586]	lr: 6.250e-02, eta: 0:32:10, time: 0.117, data_time: 0.002, memory: 2815, loss: 0.5530, top-1: 81.4648, top-5: 95.1953
2023-02-02 23:11:28,123 - mmcls - INFO - Epoch [22][250/586]	lr: 6.250e-02, eta: 0:32:08, time: 0.070, data_time: 0.008, memory: 2815, loss: 0.5722, top-1: 80.9180, top-5: 94.9219
2023-02-02 23:11:28,638 - mmcls - INFO - Epoch [22][260/586]	lr: 6.250e-02, eta: 0:32:06, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5230, top-1: 82.8320, top-5: 95.7422
2023-02-02 23:11:29,764 - mmcls - INFO - Epoch [22][270/586]	lr: 6.250e-02, eta: 0:32:05, time: 0.107, data_time: 0.003, memory: 2815, loss: 0.5310, top-1: 82.3828, top-5: 95.3906
2023-02-02 23:11:30,699 - mmcls - INFO - Epoch [22][280/586]	lr: 6.250e-02, eta: 0:32:04, time: 0.098, data_time: 0.008, memory: 2815, loss: 0.5383, top-1: 82.0508, top-5: 95.2734
2023-02-02 23:11:31,219 - mmcls - INFO - Epoch [22][290/586]	lr: 6.250e-02, eta: 0:32:02, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5491, top-1: 82.1289, top-5: 95.1367
2023-02-02 23:11:31,984 - mmcls - INFO - Epoch [22][300/586]	lr: 6.250e-02, eta: 0:32:00, time: 0.071, data_time: 0.002, memory: 2815, loss: 0.5555, top-1: 81.2891, top-5: 95.3711
2023-02-02 23:11:32,636 - mmcls - INFO - Epoch [22][310/586]	lr: 6.250e-02, eta: 0:31:58, time: 0.071, data_time: 0.008, memory: 2815, loss: 0.5389, top-1: 82.0508, top-5: 95.2539
2023-02-02 23:11:33,164 - mmcls - INFO - Epoch [22][320/586]	lr: 6.250e-02, eta: 0:31:56, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5305, top-1: 82.6172, top-5: 95.3320
2023-02-02 23:11:33,687 - mmcls - INFO - Epoch [22][330/586]	lr: 6.250e-02, eta: 0:31:54, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5576, top-1: 81.3867, top-5: 95.1953
2023-02-02 23:11:34,911 - mmcls - INFO - Epoch [22][340/586]	lr: 6.250e-02, eta: 0:31:53, time: 0.117, data_time: 0.002, memory: 2815, loss: 0.5421, top-1: 81.8359, top-5: 95.3906
2023-02-02 23:11:35,644 - mmcls - INFO - Epoch [22][350/586]	lr: 6.250e-02, eta: 0:31:52, time: 0.079, data_time: 0.008, memory: 2815, loss: 0.5605, top-1: 81.7188, top-5: 95.0000
2023-02-02 23:11:36,161 - mmcls - INFO - Epoch [22][360/586]	lr: 6.250e-02, eta: 0:31:50, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5612, top-1: 81.7188, top-5: 94.9609
2023-02-02 23:11:37,049 - mmcls - INFO - Epoch [22][370/586]	lr: 6.250e-02, eta: 0:31:48, time: 0.085, data_time: 0.003, memory: 2815, loss: 0.5485, top-1: 81.7383, top-5: 95.1172
2023-02-02 23:11:37,951 - mmcls - INFO - Epoch [22][380/586]	lr: 6.250e-02, eta: 0:31:47, time: 0.095, data_time: 0.007, memory: 2815, loss: 0.5414, top-1: 82.1875, top-5: 95.1367
2023-02-02 23:11:38,468 - mmcls - INFO - Epoch [22][390/586]	lr: 6.250e-02, eta: 0:31:45, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5682, top-1: 81.3281, top-5: 95.0391
2023-02-02 23:11:39,457 - mmcls - INFO - Epoch [22][400/586]	lr: 6.250e-02, eta: 0:31:43, time: 0.092, data_time: 0.002, memory: 2815, loss: 0.5753, top-1: 81.3477, top-5: 95.0781
2023-02-02 23:11:40,554 - mmcls - INFO - Epoch [22][410/586]	lr: 6.250e-02, eta: 0:31:42, time: 0.117, data_time: 0.009, memory: 2815, loss: 0.5559, top-1: 81.1523, top-5: 95.2148
2023-02-02 23:11:41,083 - mmcls - INFO - Epoch [22][420/586]	lr: 6.250e-02, eta: 0:31:40, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5437, top-1: 81.7773, top-5: 95.1172
2023-02-02 23:11:41,670 - mmcls - INFO - Epoch [22][430/586]	lr: 6.250e-02, eta: 0:31:38, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.5556, top-1: 81.5039, top-5: 95.1367
2023-02-02 23:11:42,463 - mmcls - INFO - Epoch [22][440/586]	lr: 6.250e-02, eta: 0:31:37, time: 0.082, data_time: 0.006, memory: 2815, loss: 0.5559, top-1: 81.2695, top-5: 95.0195
2023-02-02 23:11:43,003 - mmcls - INFO - Epoch [22][450/586]	lr: 6.250e-02, eta: 0:31:35, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.5775, top-1: 81.4062, top-5: 94.7461
2023-02-02 23:11:43,591 - mmcls - INFO - Epoch [22][460/586]	lr: 6.250e-02, eta: 0:31:33, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.5295, top-1: 82.2070, top-5: 95.4688
2023-02-02 23:11:44,742 - mmcls - INFO - Epoch [22][470/586]	lr: 6.250e-02, eta: 0:31:32, time: 0.115, data_time: 0.005, memory: 2815, loss: 0.5649, top-1: 81.7188, top-5: 94.8047
2023-02-02 23:11:45,348 - mmcls - INFO - Epoch [22][480/586]	lr: 6.250e-02, eta: 0:31:30, time: 0.064, data_time: 0.005, memory: 2815, loss: 0.5564, top-1: 81.8359, top-5: 94.8438
2023-02-02 23:11:45,868 - mmcls - INFO - Epoch [22][490/586]	lr: 6.250e-02, eta: 0:31:28, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5742, top-1: 80.1758, top-5: 94.9023
2023-02-02 23:11:46,804 - mmcls - INFO - Epoch [22][500/586]	lr: 6.250e-02, eta: 0:31:26, time: 0.093, data_time: 0.002, memory: 2815, loss: 0.5627, top-1: 81.6602, top-5: 95.1758
2023-02-02 23:11:47,320 - mmcls - INFO - Epoch [22][510/586]	lr: 6.250e-02, eta: 0:31:25, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5824, top-1: 80.7031, top-5: 94.9414
2023-02-02 23:11:47,845 - mmcls - INFO - Epoch [22][520/586]	lr: 6.250e-02, eta: 0:31:23, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5662, top-1: 81.6016, top-5: 94.9609
2023-02-02 23:11:49,045 - mmcls - INFO - Epoch [22][530/586]	lr: 6.250e-02, eta: 0:31:21, time: 0.115, data_time: 0.003, memory: 2815, loss: 0.5629, top-1: 81.8359, top-5: 94.9414
2023-02-02 23:11:49,740 - mmcls - INFO - Epoch [22][540/586]	lr: 6.250e-02, eta: 0:31:20, time: 0.074, data_time: 0.007, memory: 2815, loss: 0.5599, top-1: 81.0156, top-5: 95.5664
2023-02-02 23:11:50,268 - mmcls - INFO - Epoch [22][550/586]	lr: 6.250e-02, eta: 0:31:18, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5511, top-1: 81.3281, top-5: 95.2734
2023-02-02 23:11:51,322 - mmcls - INFO - Epoch [22][560/586]	lr: 6.250e-02, eta: 0:31:17, time: 0.100, data_time: 0.002, memory: 2815, loss: 0.5711, top-1: 80.5469, top-5: 95.1367
2023-02-02 23:11:52,081 - mmcls - INFO - Epoch [22][570/586]	lr: 6.250e-02, eta: 0:31:15, time: 0.081, data_time: 0.007, memory: 2815, loss: 0.5740, top-1: 80.9570, top-5: 94.8633
2023-02-02 23:11:52,541 - mmcls - INFO - Epoch [22][580/586]	lr: 6.250e-02, eta: 0:31:13, time: 0.046, data_time: 0.002, memory: 2815, loss: 0.5572, top-1: 80.9961, top-5: 95.3125
2023-02-02 23:11:52,809 - mmcls - INFO - Saving checkpoint at 22 epochs
2023-02-02 23:11:55,649 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:11:55,650 - mmcls - INFO - Epoch(val) [22][12]	acc: 77.4000
2023-02-02 23:11:58,600 - mmcls - INFO - Epoch [23][10/586]	lr: 6.250e-02, eta: 0:31:13, time: 0.293, data_time: 0.219, memory: 2815, loss: 0.5569, top-1: 81.6211, top-5: 95.0000
2023-02-02 23:11:59,112 - mmcls - INFO - Epoch [23][20/586]	lr: 6.250e-02, eta: 0:31:11, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5491, top-1: 82.1484, top-5: 95.2930
2023-02-02 23:12:00,332 - mmcls - INFO - Epoch [23][30/586]	lr: 6.250e-02, eta: 0:31:09, time: 0.116, data_time: 0.002, memory: 2815, loss: 0.5607, top-1: 81.5820, top-5: 95.2148
2023-02-02 23:12:01,148 - mmcls - INFO - Epoch [23][40/586]	lr: 6.250e-02, eta: 0:31:08, time: 0.088, data_time: 0.009, memory: 2815, loss: 0.5464, top-1: 82.4023, top-5: 95.2148
2023-02-02 23:12:01,659 - mmcls - INFO - Epoch [23][50/586]	lr: 6.250e-02, eta: 0:31:06, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5575, top-1: 81.4844, top-5: 95.2930
2023-02-02 23:12:02,192 - mmcls - INFO - Epoch [23][60/586]	lr: 6.250e-02, eta: 0:31:04, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5375, top-1: 82.6172, top-5: 95.4492
2023-02-02 23:12:02,782 - mmcls - INFO - Epoch [23][70/586]	lr: 6.250e-02, eta: 0:31:02, time: 0.059, data_time: 0.003, memory: 2815, loss: 0.5597, top-1: 81.4844, top-5: 95.0195
2023-02-02 23:12:03,630 - mmcls - INFO - Epoch [23][80/586]	lr: 6.250e-02, eta: 0:31:01, time: 0.084, data_time: 0.003, memory: 2815, loss: 0.5320, top-1: 81.8945, top-5: 95.5664
2023-02-02 23:12:04,139 - mmcls - INFO - Epoch [23][90/586]	lr: 6.250e-02, eta: 0:30:59, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5130, top-1: 82.7734, top-5: 95.5469
2023-02-02 23:12:04,727 - mmcls - INFO - Epoch [23][100/586]	lr: 6.250e-02, eta: 0:30:57, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.5372, top-1: 81.6992, top-5: 95.1562
2023-02-02 23:12:05,930 - mmcls - INFO - Epoch [23][110/586]	lr: 6.250e-02, eta: 0:30:56, time: 0.120, data_time: 0.006, memory: 2815, loss: 0.5569, top-1: 80.9180, top-5: 95.3516
2023-02-02 23:12:06,432 - mmcls - INFO - Epoch [23][120/586]	lr: 6.250e-02, eta: 0:30:54, time: 0.054, data_time: 0.006, memory: 2815, loss: 0.5326, top-1: 82.2070, top-5: 95.5469
2023-02-02 23:12:07,192 - mmcls - INFO - Epoch [23][130/586]	lr: 6.250e-02, eta: 0:30:52, time: 0.071, data_time: 0.002, memory: 2815, loss: 0.5531, top-1: 82.0898, top-5: 94.9414
2023-02-02 23:12:08,401 - mmcls - INFO - Epoch [23][140/586]	lr: 6.250e-02, eta: 0:30:51, time: 0.126, data_time: 0.007, memory: 2815, loss: 0.5499, top-1: 82.1094, top-5: 95.1953
2023-02-02 23:12:08,905 - mmcls - INFO - Epoch [23][150/586]	lr: 6.250e-02, eta: 0:30:49, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5514, top-1: 81.9336, top-5: 95.3125
2023-02-02 23:12:09,631 - mmcls - INFO - Epoch [23][160/586]	lr: 6.250e-02, eta: 0:30:48, time: 0.069, data_time: 0.003, memory: 2815, loss: 0.5444, top-1: 82.1875, top-5: 95.1172
2023-02-02 23:12:10,581 - mmcls - INFO - Epoch [23][170/586]	lr: 6.250e-02, eta: 0:30:46, time: 0.099, data_time: 0.006, memory: 2815, loss: 0.5575, top-1: 81.8945, top-5: 95.0977
2023-02-02 23:12:11,092 - mmcls - INFO - Epoch [23][180/586]	lr: 6.250e-02, eta: 0:30:45, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5602, top-1: 81.1133, top-5: 95.1953
2023-02-02 23:12:11,764 - mmcls - INFO - Epoch [23][190/586]	lr: 6.250e-02, eta: 0:30:43, time: 0.064, data_time: 0.003, memory: 2815, loss: 0.5739, top-1: 81.3867, top-5: 94.4531
2023-02-02 23:12:13,046 - mmcls - INFO - Epoch [23][200/586]	lr: 6.250e-02, eta: 0:30:42, time: 0.128, data_time: 0.006, memory: 2815, loss: 0.5308, top-1: 82.4609, top-5: 95.2539
2023-02-02 23:12:13,567 - mmcls - INFO - Epoch [23][210/586]	lr: 6.250e-02, eta: 0:30:40, time: 0.056, data_time: 0.006, memory: 2815, loss: 0.5623, top-1: 81.6602, top-5: 94.8047
2023-02-02 23:12:14,205 - mmcls - INFO - Epoch [23][220/586]	lr: 6.250e-02, eta: 0:30:38, time: 0.060, data_time: 0.002, memory: 2815, loss: 0.5523, top-1: 81.7969, top-5: 95.3906
2023-02-02 23:12:15,474 - mmcls - INFO - Epoch [23][230/586]	lr: 6.250e-02, eta: 0:30:37, time: 0.127, data_time: 0.007, memory: 2815, loss: 0.5462, top-1: 82.0312, top-5: 95.0195
2023-02-02 23:12:16,043 - mmcls - INFO - Epoch [23][240/586]	lr: 6.250e-02, eta: 0:30:35, time: 0.060, data_time: 0.006, memory: 2815, loss: 0.5451, top-1: 82.1484, top-5: 95.3711
2023-02-02 23:12:16,559 - mmcls - INFO - Epoch [23][250/586]	lr: 6.250e-02, eta: 0:30:33, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5560, top-1: 81.7773, top-5: 95.0000
2023-02-02 23:12:17,483 - mmcls - INFO - Epoch [23][260/586]	lr: 6.250e-02, eta: 0:30:32, time: 0.088, data_time: 0.003, memory: 2815, loss: 0.5202, top-1: 82.9492, top-5: 95.4297
2023-02-02 23:12:18,283 - mmcls - INFO - Epoch [23][270/586]	lr: 6.250e-02, eta: 0:30:31, time: 0.085, data_time: 0.008, memory: 2815, loss: 0.5442, top-1: 82.0898, top-5: 95.3906
2023-02-02 23:12:18,797 - mmcls - INFO - Epoch [23][280/586]	lr: 6.250e-02, eta: 0:30:29, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5769, top-1: 80.4688, top-5: 95.1172
2023-02-02 23:12:19,627 - mmcls - INFO - Epoch [23][290/586]	lr: 6.250e-02, eta: 0:30:27, time: 0.078, data_time: 0.002, memory: 2815, loss: 0.5508, top-1: 81.6797, top-5: 95.3711
2023-02-02 23:12:20,333 - mmcls - INFO - Epoch [23][300/586]	lr: 6.250e-02, eta: 0:30:26, time: 0.076, data_time: 0.008, memory: 2815, loss: 0.5935, top-1: 80.4883, top-5: 94.5508
2023-02-02 23:12:20,828 - mmcls - INFO - Epoch [23][310/586]	lr: 6.250e-02, eta: 0:30:24, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.5596, top-1: 81.0156, top-5: 95.1758
2023-02-02 23:12:21,581 - mmcls - INFO - Epoch [23][320/586]	lr: 6.250e-02, eta: 0:30:22, time: 0.072, data_time: 0.003, memory: 2815, loss: 0.5610, top-1: 81.8945, top-5: 94.5312
2023-02-02 23:12:22,478 - mmcls - INFO - Epoch [23][330/586]	lr: 6.250e-02, eta: 0:30:21, time: 0.094, data_time: 0.007, memory: 2815, loss: 0.5901, top-1: 80.4297, top-5: 94.6680
2023-02-02 23:12:22,986 - mmcls - INFO - Epoch [23][340/586]	lr: 6.250e-02, eta: 0:30:19, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5743, top-1: 81.2109, top-5: 94.8242
2023-02-02 23:12:23,598 - mmcls - INFO - Epoch [23][350/586]	lr: 6.250e-02, eta: 0:30:17, time: 0.058, data_time: 0.002, memory: 2815, loss: 0.5836, top-1: 81.1719, top-5: 94.7461
2023-02-02 23:12:24,582 - mmcls - INFO - Epoch [23][360/586]	lr: 6.250e-02, eta: 0:30:16, time: 0.102, data_time: 0.006, memory: 2815, loss: 0.5691, top-1: 80.7617, top-5: 95.2148
2023-02-02 23:12:25,099 - mmcls - INFO - Epoch [23][370/586]	lr: 6.250e-02, eta: 0:30:14, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5798, top-1: 80.7031, top-5: 94.7852
2023-02-02 23:12:25,691 - mmcls - INFO - Epoch [23][380/586]	lr: 6.250e-02, eta: 0:30:12, time: 0.057, data_time: 0.003, memory: 2815, loss: 0.5563, top-1: 80.9766, top-5: 95.3516
2023-02-02 23:12:26,855 - mmcls - INFO - Epoch [23][390/586]	lr: 6.250e-02, eta: 0:30:11, time: 0.114, data_time: 0.005, memory: 2815, loss: 0.5630, top-1: 80.4883, top-5: 95.4883
2023-02-02 23:12:27,827 - mmcls - INFO - Epoch [23][400/586]	lr: 6.250e-02, eta: 0:30:10, time: 0.102, data_time: 0.007, memory: 2815, loss: 0.5707, top-1: 80.9570, top-5: 94.8242
2023-02-02 23:12:28,335 - mmcls - INFO - Epoch [23][410/586]	lr: 6.250e-02, eta: 0:30:08, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5507, top-1: 82.1680, top-5: 95.2148
2023-02-02 23:12:29,096 - mmcls - INFO - Epoch [23][420/586]	lr: 6.250e-02, eta: 0:30:06, time: 0.072, data_time: 0.002, memory: 2815, loss: 0.5627, top-1: 81.4258, top-5: 94.9023
2023-02-02 23:12:29,927 - mmcls - INFO - Epoch [23][430/586]	lr: 6.250e-02, eta: 0:30:05, time: 0.086, data_time: 0.006, memory: 2815, loss: 0.5488, top-1: 81.6406, top-5: 95.2148
2023-02-02 23:12:30,425 - mmcls - INFO - Epoch [23][440/586]	lr: 6.250e-02, eta: 0:30:03, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.5769, top-1: 81.7383, top-5: 94.5703
2023-02-02 23:12:30,965 - mmcls - INFO - Epoch [23][450/586]	lr: 6.250e-02, eta: 0:30:01, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5592, top-1: 81.6016, top-5: 95.3125
2023-02-02 23:12:32,054 - mmcls - INFO - Epoch [23][460/586]	lr: 6.250e-02, eta: 0:30:00, time: 0.109, data_time: 0.004, memory: 2815, loss: 0.5814, top-1: 80.6445, top-5: 95.0000
2023-02-02 23:12:32,559 - mmcls - INFO - Epoch [23][470/586]	lr: 6.250e-02, eta: 0:29:58, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5522, top-1: 81.2891, top-5: 95.6055
2023-02-02 23:12:33,085 - mmcls - INFO - Epoch [23][480/586]	lr: 6.250e-02, eta: 0:29:56, time: 0.052, data_time: 0.001, memory: 2815, loss: 0.5557, top-1: 81.8750, top-5: 94.9805
2023-02-02 23:12:33,970 - mmcls - INFO - Epoch [23][490/586]	lr: 6.250e-02, eta: 0:29:54, time: 0.083, data_time: 0.002, memory: 2815, loss: 0.5444, top-1: 81.3281, top-5: 95.6055
2023-02-02 23:12:34,657 - mmcls - INFO - Epoch [23][500/586]	lr: 6.250e-02, eta: 0:29:53, time: 0.074, data_time: 0.008, memory: 2815, loss: 0.5767, top-1: 80.7617, top-5: 95.0391
2023-02-02 23:12:35,198 - mmcls - INFO - Epoch [23][510/586]	lr: 6.250e-02, eta: 0:29:51, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.5607, top-1: 80.9961, top-5: 95.2930
2023-02-02 23:12:36,073 - mmcls - INFO - Epoch [23][520/586]	lr: 6.250e-02, eta: 0:29:50, time: 0.083, data_time: 0.002, memory: 2815, loss: 0.5454, top-1: 81.2695, top-5: 95.3711
2023-02-02 23:12:37,155 - mmcls - INFO - Epoch [23][530/586]	lr: 6.250e-02, eta: 0:29:48, time: 0.113, data_time: 0.007, memory: 2815, loss: 0.5979, top-1: 79.9609, top-5: 94.7461
2023-02-02 23:12:37,658 - mmcls - INFO - Epoch [23][540/586]	lr: 6.250e-02, eta: 0:29:47, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5608, top-1: 81.3281, top-5: 95.3320
2023-02-02 23:12:38,339 - mmcls - INFO - Epoch [23][550/586]	lr: 6.250e-02, eta: 0:29:45, time: 0.064, data_time: 0.002, memory: 2815, loss: 0.5218, top-1: 82.8320, top-5: 95.6641
2023-02-02 23:12:39,272 - mmcls - INFO - Epoch [23][560/586]	lr: 6.250e-02, eta: 0:29:44, time: 0.097, data_time: 0.006, memory: 2815, loss: 0.5841, top-1: 80.5859, top-5: 94.9023
2023-02-02 23:12:39,788 - mmcls - INFO - Epoch [23][570/586]	lr: 6.250e-02, eta: 0:29:42, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5349, top-1: 82.1484, top-5: 95.3711
2023-02-02 23:12:40,256 - mmcls - INFO - Epoch [23][580/586]	lr: 6.250e-02, eta: 0:29:40, time: 0.046, data_time: 0.002, memory: 2815, loss: 0.5367, top-1: 82.0508, top-5: 95.3906
2023-02-02 23:12:40,549 - mmcls - INFO - Saving checkpoint at 23 epochs
2023-02-02 23:12:43,385 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:12:43,385 - mmcls - INFO - Epoch(val) [23][12]	acc: 74.6333
2023-02-02 23:12:46,633 - mmcls - INFO - Epoch [24][10/586]	lr: 6.250e-02, eta: 0:29:40, time: 0.323, data_time: 0.221, memory: 2815, loss: 0.5570, top-1: 81.7969, top-5: 94.8438
2023-02-02 23:12:47,125 - mmcls - INFO - Epoch [24][20/586]	lr: 6.250e-02, eta: 0:29:38, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.5260, top-1: 82.2852, top-5: 95.7812
2023-02-02 23:12:48,023 - mmcls - INFO - Epoch [24][30/586]	lr: 6.250e-02, eta: 0:29:36, time: 0.085, data_time: 0.002, memory: 2815, loss: 0.5566, top-1: 81.0547, top-5: 95.0781
2023-02-02 23:12:48,858 - mmcls - INFO - Epoch [24][40/586]	lr: 6.250e-02, eta: 0:29:35, time: 0.089, data_time: 0.008, memory: 2815, loss: 0.5392, top-1: 82.0703, top-5: 95.6836
2023-02-02 23:12:49,366 - mmcls - INFO - Epoch [24][50/586]	lr: 6.250e-02, eta: 0:29:33, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5442, top-1: 81.7773, top-5: 95.5859
2023-02-02 23:12:50,199 - mmcls - INFO - Epoch [24][60/586]	lr: 6.250e-02, eta: 0:29:32, time: 0.079, data_time: 0.002, memory: 2815, loss: 0.5398, top-1: 81.8164, top-5: 95.5273
2023-02-02 23:12:51,020 - mmcls - INFO - Epoch [24][70/586]	lr: 6.250e-02, eta: 0:29:30, time: 0.086, data_time: 0.006, memory: 2815, loss: 0.5758, top-1: 81.3672, top-5: 94.6484
2023-02-02 23:12:51,529 - mmcls - INFO - Epoch [24][80/586]	lr: 6.250e-02, eta: 0:29:28, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5491, top-1: 82.0898, top-5: 95.2539
2023-02-02 23:12:52,327 - mmcls - INFO - Epoch [24][90/586]	lr: 6.250e-02, eta: 0:29:27, time: 0.075, data_time: 0.003, memory: 2815, loss: 0.5509, top-1: 82.2656, top-5: 95.1953
2023-02-02 23:12:53,616 - mmcls - INFO - Epoch [24][100/586]	lr: 6.250e-02, eta: 0:29:26, time: 0.127, data_time: 0.007, memory: 2815, loss: 0.5815, top-1: 80.6836, top-5: 95.0195
2023-02-02 23:12:54,183 - mmcls - INFO - Epoch [24][110/586]	lr: 6.250e-02, eta: 0:29:24, time: 0.064, data_time: 0.010, memory: 2815, loss: 0.5530, top-1: 81.4844, top-5: 95.3125
2023-02-02 23:12:54,718 - mmcls - INFO - Epoch [24][120/586]	lr: 6.250e-02, eta: 0:29:22, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5473, top-1: 81.7773, top-5: 95.3906
2023-02-02 23:12:55,834 - mmcls - INFO - Epoch [24][130/586]	lr: 6.250e-02, eta: 0:29:21, time: 0.106, data_time: 0.002, memory: 2815, loss: 0.5763, top-1: 81.1719, top-5: 94.7070
2023-02-02 23:12:56,606 - mmcls - INFO - Epoch [24][140/586]	lr: 6.250e-02, eta: 0:29:20, time: 0.082, data_time: 0.008, memory: 2815, loss: 0.5788, top-1: 81.0156, top-5: 94.9805
2023-02-02 23:12:57,129 - mmcls - INFO - Epoch [24][150/586]	lr: 6.250e-02, eta: 0:29:18, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5717, top-1: 81.4258, top-5: 94.8633
2023-02-02 23:12:58,000 - mmcls - INFO - Epoch [24][160/586]	lr: 6.250e-02, eta: 0:29:16, time: 0.083, data_time: 0.002, memory: 2815, loss: 0.5486, top-1: 81.8750, top-5: 95.1953
2023-02-02 23:12:58,733 - mmcls - INFO - Epoch [24][170/586]	lr: 6.250e-02, eta: 0:29:15, time: 0.077, data_time: 0.006, memory: 2815, loss: 0.5161, top-1: 82.3828, top-5: 95.8789
2023-02-02 23:12:59,250 - mmcls - INFO - Epoch [24][180/586]	lr: 6.250e-02, eta: 0:29:13, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5225, top-1: 82.5977, top-5: 95.4297
2023-02-02 23:12:59,788 - mmcls - INFO - Epoch [24][190/586]	lr: 6.250e-02, eta: 0:29:11, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5201, top-1: 82.5977, top-5: 95.5273
2023-02-02 23:13:01,062 - mmcls - INFO - Epoch [24][200/586]	lr: 6.250e-02, eta: 0:29:10, time: 0.124, data_time: 0.004, memory: 2815, loss: 0.5312, top-1: 82.9883, top-5: 95.0977
2023-02-02 23:13:01,834 - mmcls - INFO - Epoch [24][210/586]	lr: 6.250e-02, eta: 0:29:09, time: 0.082, data_time: 0.007, memory: 2815, loss: 0.5655, top-1: 81.3867, top-5: 94.8438
2023-02-02 23:13:02,336 - mmcls - INFO - Epoch [24][220/586]	lr: 6.250e-02, eta: 0:29:07, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5817, top-1: 80.5664, top-5: 94.9414
2023-02-02 23:13:03,448 - mmcls - INFO - Epoch [24][230/586]	lr: 6.250e-02, eta: 0:29:06, time: 0.106, data_time: 0.002, memory: 2815, loss: 0.5510, top-1: 81.8945, top-5: 95.2344
2023-02-02 23:13:04,259 - mmcls - INFO - Epoch [24][240/586]	lr: 6.250e-02, eta: 0:29:04, time: 0.086, data_time: 0.008, memory: 2815, loss: 0.5609, top-1: 81.1523, top-5: 95.0000
2023-02-02 23:13:04,777 - mmcls - INFO - Epoch [24][250/586]	lr: 6.250e-02, eta: 0:29:03, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5835, top-1: 80.3906, top-5: 94.7461
2023-02-02 23:13:05,474 - mmcls - INFO - Epoch [24][260/586]	lr: 6.250e-02, eta: 0:29:01, time: 0.064, data_time: 0.002, memory: 2815, loss: 0.5700, top-1: 81.6602, top-5: 94.7852
2023-02-02 23:13:06,512 - mmcls - INFO - Epoch [24][270/586]	lr: 6.250e-02, eta: 0:29:00, time: 0.109, data_time: 0.008, memory: 2815, loss: 0.5518, top-1: 81.8750, top-5: 95.3516
2023-02-02 23:13:07,011 - mmcls - INFO - Epoch [24][280/586]	lr: 6.250e-02, eta: 0:28:58, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.5493, top-1: 82.0508, top-5: 95.3320
2023-02-02 23:13:07,672 - mmcls - INFO - Epoch [24][290/586]	lr: 6.250e-02, eta: 0:28:56, time: 0.062, data_time: 0.003, memory: 2815, loss: 0.5224, top-1: 83.0859, top-5: 95.4102
2023-02-02 23:13:08,863 - mmcls - INFO - Epoch [24][300/586]	lr: 6.250e-02, eta: 0:28:55, time: 0.123, data_time: 0.007, memory: 2815, loss: 0.5646, top-1: 81.2500, top-5: 95.2539
2023-02-02 23:13:09,356 - mmcls - INFO - Epoch [24][310/586]	lr: 6.250e-02, eta: 0:28:54, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.5471, top-1: 81.3672, top-5: 95.3320
2023-02-02 23:13:09,888 - mmcls - INFO - Epoch [24][320/586]	lr: 6.250e-02, eta: 0:28:52, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5724, top-1: 81.7578, top-5: 94.6680
2023-02-02 23:13:10,898 - mmcls - INFO - Epoch [24][330/586]	lr: 6.250e-02, eta: 0:28:50, time: 0.097, data_time: 0.003, memory: 2815, loss: 0.6026, top-1: 80.3516, top-5: 94.7656
2023-02-02 23:13:11,597 - mmcls - INFO - Epoch [24][340/586]	lr: 6.250e-02, eta: 0:28:49, time: 0.074, data_time: 0.007, memory: 2815, loss: 0.5553, top-1: 81.7773, top-5: 95.2344
2023-02-02 23:13:12,121 - mmcls - INFO - Epoch [24][350/586]	lr: 6.250e-02, eta: 0:28:47, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5351, top-1: 82.0898, top-5: 95.4102
2023-02-02 23:13:12,959 - mmcls - INFO - Epoch [24][360/586]	lr: 6.250e-02, eta: 0:28:46, time: 0.079, data_time: 0.003, memory: 2815, loss: 0.5566, top-1: 81.4258, top-5: 95.3711
2023-02-02 23:13:13,621 - mmcls - INFO - Epoch [24][370/586]	lr: 6.250e-02, eta: 0:28:44, time: 0.072, data_time: 0.008, memory: 2815, loss: 0.5929, top-1: 80.4492, top-5: 94.5703
2023-02-02 23:13:14,122 - mmcls - INFO - Epoch [24][380/586]	lr: 6.250e-02, eta: 0:28:42, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5628, top-1: 81.4062, top-5: 95.4297
2023-02-02 23:13:15,102 - mmcls - INFO - Epoch [24][390/586]	lr: 6.250e-02, eta: 0:28:41, time: 0.094, data_time: 0.002, memory: 2815, loss: 0.5766, top-1: 80.7617, top-5: 95.0000
2023-02-02 23:13:15,819 - mmcls - INFO - Epoch [24][400/586]	lr: 6.250e-02, eta: 0:28:39, time: 0.076, data_time: 0.007, memory: 2815, loss: 0.5607, top-1: 81.1133, top-5: 95.3516
2023-02-02 23:13:16,321 - mmcls - INFO - Epoch [24][410/586]	lr: 6.250e-02, eta: 0:28:38, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5642, top-1: 81.4844, top-5: 94.9023
2023-02-02 23:13:17,021 - mmcls - INFO - Epoch [24][420/586]	lr: 6.250e-02, eta: 0:28:36, time: 0.065, data_time: 0.002, memory: 2815, loss: 0.5560, top-1: 81.9141, top-5: 95.0000
2023-02-02 23:13:17,858 - mmcls - INFO - Epoch [24][430/586]	lr: 6.250e-02, eta: 0:28:35, time: 0.088, data_time: 0.007, memory: 2815, loss: 0.5676, top-1: 81.7188, top-5: 94.6094
2023-02-02 23:13:18,373 - mmcls - INFO - Epoch [24][440/586]	lr: 6.250e-02, eta: 0:28:33, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5684, top-1: 81.0938, top-5: 95.1562
2023-02-02 23:13:18,904 - mmcls - INFO - Epoch [24][450/586]	lr: 6.250e-02, eta: 0:28:31, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5538, top-1: 81.4844, top-5: 95.2734
2023-02-02 23:13:20,009 - mmcls - INFO - Epoch [24][460/586]	lr: 6.250e-02, eta: 0:28:30, time: 0.110, data_time: 0.003, memory: 2815, loss: 0.5668, top-1: 81.2109, top-5: 94.9805
2023-02-02 23:13:20,512 - mmcls - INFO - Epoch [24][470/586]	lr: 6.250e-02, eta: 0:28:28, time: 0.051, data_time: 0.004, memory: 2815, loss: 0.5690, top-1: 80.9766, top-5: 94.9609
2023-02-02 23:13:21,072 - mmcls - INFO - Epoch [24][480/586]	lr: 6.250e-02, eta: 0:28:27, time: 0.057, data_time: 0.002, memory: 2815, loss: 0.5603, top-1: 81.7773, top-5: 95.0781
2023-02-02 23:13:22,289 - mmcls - INFO - Epoch [24][490/586]	lr: 6.250e-02, eta: 0:28:25, time: 0.117, data_time: 0.002, memory: 2815, loss: 0.5840, top-1: 80.6445, top-5: 94.9219
2023-02-02 23:13:22,849 - mmcls - INFO - Epoch [24][500/586]	lr: 6.250e-02, eta: 0:28:24, time: 0.060, data_time: 0.007, memory: 2815, loss: 0.5673, top-1: 81.1914, top-5: 95.1953
2023-02-02 23:13:23,378 - mmcls - INFO - Epoch [24][510/586]	lr: 6.250e-02, eta: 0:28:22, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5452, top-1: 81.5234, top-5: 95.3516
2023-02-02 23:13:24,267 - mmcls - INFO - Epoch [24][520/586]	lr: 6.250e-02, eta: 0:28:21, time: 0.086, data_time: 0.002, memory: 2815, loss: 0.6005, top-1: 80.3711, top-5: 94.3164
2023-02-02 23:13:24,802 - mmcls - INFO - Epoch [24][530/586]	lr: 6.250e-02, eta: 0:28:19, time: 0.056, data_time: 0.005, memory: 2815, loss: 0.5637, top-1: 81.2891, top-5: 95.3320
2023-02-02 23:13:25,303 - mmcls - INFO - Epoch [24][540/586]	lr: 6.250e-02, eta: 0:28:17, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.5890, top-1: 80.2930, top-5: 94.6875
2023-02-02 23:13:25,870 - mmcls - INFO - Epoch [24][550/586]	lr: 6.250e-02, eta: 0:28:15, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5667, top-1: 81.2695, top-5: 95.1172
2023-02-02 23:13:26,811 - mmcls - INFO - Epoch [24][560/586]	lr: 6.250e-02, eta: 0:28:14, time: 0.097, data_time: 0.006, memory: 2815, loss: 0.5519, top-1: 81.4062, top-5: 95.3516
2023-02-02 23:13:27,305 - mmcls - INFO - Epoch [24][570/586]	lr: 6.250e-02, eta: 0:28:12, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.5748, top-1: 80.8789, top-5: 94.7852
2023-02-02 23:13:27,782 - mmcls - INFO - Epoch [24][580/586]	lr: 6.250e-02, eta: 0:28:11, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.5583, top-1: 81.2891, top-5: 95.0781
2023-02-02 23:13:28,306 - mmcls - INFO - Saving checkpoint at 24 epochs
2023-02-02 23:13:31,246 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:13:31,247 - mmcls - INFO - Epoch(val) [24][12]	acc: 74.6167
2023-02-02 23:13:34,075 - mmcls - INFO - Epoch [25][10/586]	lr: 6.250e-02, eta: 0:28:10, time: 0.282, data_time: 0.220, memory: 2815, loss: 0.5696, top-1: 81.0938, top-5: 95.1367
2023-02-02 23:13:34,637 - mmcls - INFO - Epoch [25][20/586]	lr: 6.250e-02, eta: 0:28:08, time: 0.053, data_time: 0.001, memory: 2815, loss: 0.5428, top-1: 82.1484, top-5: 95.3320
2023-02-02 23:13:35,717 - mmcls - INFO - Epoch [25][30/586]	lr: 6.250e-02, eta: 0:28:07, time: 0.110, data_time: 0.005, memory: 2815, loss: 0.5712, top-1: 81.2109, top-5: 95.0586
2023-02-02 23:13:36,233 - mmcls - INFO - Epoch [25][40/586]	lr: 6.250e-02, eta: 0:28:05, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5540, top-1: 81.6992, top-5: 95.5273
2023-02-02 23:13:36,756 - mmcls - INFO - Epoch [25][50/586]	lr: 6.250e-02, eta: 0:28:04, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5334, top-1: 82.2070, top-5: 95.1758
2023-02-02 23:13:37,694 - mmcls - INFO - Epoch [25][60/586]	lr: 6.250e-02, eta: 0:28:02, time: 0.093, data_time: 0.001, memory: 2815, loss: 0.5745, top-1: 81.2500, top-5: 95.0195
2023-02-02 23:13:38,223 - mmcls - INFO - Epoch [25][70/586]	lr: 6.250e-02, eta: 0:28:01, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5426, top-1: 81.8945, top-5: 95.3125
2023-02-02 23:13:38,823 - mmcls - INFO - Epoch [25][80/586]	lr: 6.250e-02, eta: 0:27:59, time: 0.056, data_time: 0.003, memory: 2815, loss: 0.5745, top-1: 81.7188, top-5: 94.8438
2023-02-02 23:13:39,807 - mmcls - INFO - Epoch [25][90/586]	lr: 6.250e-02, eta: 0:27:58, time: 0.102, data_time: 0.006, memory: 2815, loss: 0.5654, top-1: 81.2305, top-5: 94.8633
2023-02-02 23:13:40,335 - mmcls - INFO - Epoch [25][100/586]	lr: 6.250e-02, eta: 0:27:56, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5474, top-1: 81.4648, top-5: 95.2930
2023-02-02 23:13:40,859 - mmcls - INFO - Epoch [25][110/586]	lr: 6.250e-02, eta: 0:27:54, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5664, top-1: 80.8789, top-5: 95.1172
2023-02-02 23:13:41,895 - mmcls - INFO - Epoch [25][120/586]	lr: 6.250e-02, eta: 0:27:53, time: 0.104, data_time: 0.003, memory: 2815, loss: 0.5267, top-1: 82.7344, top-5: 95.8008
2023-02-02 23:13:42,419 - mmcls - INFO - Epoch [25][130/586]	lr: 6.250e-02, eta: 0:27:51, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5556, top-1: 81.9336, top-5: 95.0195
2023-02-02 23:13:42,937 - mmcls - INFO - Epoch [25][140/586]	lr: 6.250e-02, eta: 0:27:50, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5720, top-1: 81.1914, top-5: 94.6484
2023-02-02 23:13:44,087 - mmcls - INFO - Epoch [25][150/586]	lr: 6.250e-02, eta: 0:27:48, time: 0.111, data_time: 0.003, memory: 2815, loss: 0.6055, top-1: 79.6484, top-5: 94.7656
2023-02-02 23:13:44,605 - mmcls - INFO - Epoch [25][160/586]	lr: 6.250e-02, eta: 0:27:47, time: 0.056, data_time: 0.006, memory: 2815, loss: 0.5835, top-1: 80.8789, top-5: 94.9805
2023-02-02 23:13:45,199 - mmcls - INFO - Epoch [25][170/586]	lr: 6.250e-02, eta: 0:27:45, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.5809, top-1: 81.0938, top-5: 94.2383
2023-02-02 23:13:46,449 - mmcls - INFO - Epoch [25][180/586]	lr: 6.250e-02, eta: 0:27:44, time: 0.124, data_time: 0.006, memory: 2815, loss: 0.5916, top-1: 80.5078, top-5: 94.5508
2023-02-02 23:13:47,044 - mmcls - INFO - Epoch [25][190/586]	lr: 6.250e-02, eta: 0:27:43, time: 0.064, data_time: 0.007, memory: 2815, loss: 0.5732, top-1: 81.1523, top-5: 94.7461
2023-02-02 23:13:47,555 - mmcls - INFO - Epoch [25][200/586]	lr: 6.250e-02, eta: 0:27:41, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5843, top-1: 80.7031, top-5: 94.9219
2023-02-02 23:13:48,462 - mmcls - INFO - Epoch [25][210/586]	lr: 6.250e-02, eta: 0:27:39, time: 0.084, data_time: 0.002, memory: 2815, loss: 0.5989, top-1: 80.0977, top-5: 94.6289
2023-02-02 23:13:49,579 - mmcls - INFO - Epoch [25][220/586]	lr: 6.250e-02, eta: 0:27:38, time: 0.118, data_time: 0.009, memory: 2815, loss: 0.5680, top-1: 80.9570, top-5: 95.1367
2023-02-02 23:13:50,076 - mmcls - INFO - Epoch [25][230/586]	lr: 6.250e-02, eta: 0:27:37, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.5561, top-1: 81.6406, top-5: 94.7852
2023-02-02 23:13:50,597 - mmcls - INFO - Epoch [25][240/586]	lr: 6.250e-02, eta: 0:27:35, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5444, top-1: 82.5781, top-5: 94.7070
2023-02-02 23:13:51,801 - mmcls - INFO - Epoch [25][250/586]	lr: 6.250e-02, eta: 0:27:34, time: 0.117, data_time: 0.003, memory: 2815, loss: 0.5238, top-1: 82.3828, top-5: 95.4102
2023-02-02 23:13:52,324 - mmcls - INFO - Epoch [25][260/586]	lr: 6.250e-02, eta: 0:27:32, time: 0.056, data_time: 0.007, memory: 2815, loss: 0.5830, top-1: 80.6055, top-5: 95.1172
2023-02-02 23:13:52,987 - mmcls - INFO - Epoch [25][270/586]	lr: 6.250e-02, eta: 0:27:31, time: 0.064, data_time: 0.003, memory: 2815, loss: 0.5814, top-1: 80.9766, top-5: 95.0195
2023-02-02 23:13:54,102 - mmcls - INFO - Epoch [25][280/586]	lr: 6.250e-02, eta: 0:27:30, time: 0.114, data_time: 0.005, memory: 2815, loss: 0.5736, top-1: 81.4648, top-5: 95.0195
2023-02-02 23:13:54,623 - mmcls - INFO - Epoch [25][290/586]	lr: 6.250e-02, eta: 0:27:28, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5483, top-1: 81.8555, top-5: 94.9805
2023-02-02 23:13:55,210 - mmcls - INFO - Epoch [25][300/586]	lr: 6.250e-02, eta: 0:27:26, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.5639, top-1: 81.2305, top-5: 95.1562
2023-02-02 23:13:56,513 - mmcls - INFO - Epoch [25][310/586]	lr: 6.250e-02, eta: 0:27:25, time: 0.129, data_time: 0.007, memory: 2815, loss: 0.5478, top-1: 81.9336, top-5: 95.0586
2023-02-02 23:13:57,275 - mmcls - INFO - Epoch [25][320/586]	lr: 6.250e-02, eta: 0:27:24, time: 0.082, data_time: 0.008, memory: 2815, loss: 0.5284, top-1: 82.6562, top-5: 95.3906
2023-02-02 23:13:57,784 - mmcls - INFO - Epoch [25][330/586]	lr: 6.250e-02, eta: 0:27:22, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5544, top-1: 81.8945, top-5: 94.9609
2023-02-02 23:13:58,703 - mmcls - INFO - Epoch [25][340/586]	lr: 6.250e-02, eta: 0:27:21, time: 0.086, data_time: 0.002, memory: 2815, loss: 0.5755, top-1: 80.1172, top-5: 95.1953
2023-02-02 23:13:59,448 - mmcls - INFO - Epoch [25][350/586]	lr: 6.250e-02, eta: 0:27:19, time: 0.080, data_time: 0.008, memory: 2815, loss: 0.5516, top-1: 81.3867, top-5: 95.5078
2023-02-02 23:13:59,941 - mmcls - INFO - Epoch [25][360/586]	lr: 6.250e-02, eta: 0:27:18, time: 0.049, data_time: 0.003, memory: 2815, loss: 0.5780, top-1: 80.6055, top-5: 94.8242
2023-02-02 23:14:01,082 - mmcls - INFO - Epoch [25][370/586]	lr: 6.250e-02, eta: 0:27:17, time: 0.110, data_time: 0.003, memory: 2815, loss: 0.5578, top-1: 82.0703, top-5: 95.1758
2023-02-02 23:14:01,731 - mmcls - INFO - Epoch [25][380/586]	lr: 6.250e-02, eta: 0:27:15, time: 0.069, data_time: 0.006, memory: 2815, loss: 0.5644, top-1: 81.2695, top-5: 95.0586
2023-02-02 23:14:02,220 - mmcls - INFO - Epoch [25][390/586]	lr: 6.250e-02, eta: 0:27:13, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.5483, top-1: 81.9336, top-5: 95.1367
2023-02-02 23:14:02,996 - mmcls - INFO - Epoch [25][400/586]	lr: 6.250e-02, eta: 0:27:12, time: 0.073, data_time: 0.003, memory: 2815, loss: 0.5685, top-1: 81.5039, top-5: 94.8633
2023-02-02 23:14:04,056 - mmcls - INFO - Epoch [25][410/586]	lr: 6.250e-02, eta: 0:27:11, time: 0.111, data_time: 0.008, memory: 2815, loss: 0.5684, top-1: 81.4648, top-5: 94.7461
2023-02-02 23:14:04,570 - mmcls - INFO - Epoch [25][420/586]	lr: 6.250e-02, eta: 0:27:09, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5742, top-1: 80.8398, top-5: 95.2344
2023-02-02 23:14:05,301 - mmcls - INFO - Epoch [25][430/586]	lr: 6.250e-02, eta: 0:27:08, time: 0.069, data_time: 0.002, memory: 2815, loss: 0.5583, top-1: 81.3281, top-5: 94.8828
2023-02-02 23:14:06,226 - mmcls - INFO - Epoch [25][440/586]	lr: 6.250e-02, eta: 0:27:06, time: 0.097, data_time: 0.007, memory: 2815, loss: 0.5709, top-1: 80.7812, top-5: 94.9219
2023-02-02 23:14:06,740 - mmcls - INFO - Epoch [25][450/586]	lr: 6.250e-02, eta: 0:27:05, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5673, top-1: 81.0742, top-5: 95.0195
2023-02-02 23:14:07,526 - mmcls - INFO - Epoch [25][460/586]	lr: 6.250e-02, eta: 0:27:03, time: 0.074, data_time: 0.002, memory: 2815, loss: 0.5397, top-1: 82.0508, top-5: 95.4688
2023-02-02 23:14:08,404 - mmcls - INFO - Epoch [25][470/586]	lr: 6.250e-02, eta: 0:27:02, time: 0.092, data_time: 0.007, memory: 2815, loss: 0.5407, top-1: 82.1484, top-5: 95.2344
2023-02-02 23:14:08,936 - mmcls - INFO - Epoch [25][480/586]	lr: 6.250e-02, eta: 0:27:00, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5665, top-1: 81.4648, top-5: 94.8438
2023-02-02 23:14:09,706 - mmcls - INFO - Epoch [25][490/586]	lr: 6.250e-02, eta: 0:26:59, time: 0.074, data_time: 0.003, memory: 2815, loss: 0.5650, top-1: 80.3125, top-5: 95.5078
2023-02-02 23:14:10,606 - mmcls - INFO - Epoch [25][500/586]	lr: 6.250e-02, eta: 0:26:57, time: 0.093, data_time: 0.006, memory: 2815, loss: 0.5793, top-1: 80.7031, top-5: 94.8047
2023-02-02 23:14:11,119 - mmcls - INFO - Epoch [25][510/586]	lr: 6.250e-02, eta: 0:26:56, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5655, top-1: 80.9961, top-5: 95.1367
2023-02-02 23:14:11,904 - mmcls - INFO - Epoch [25][520/586]	lr: 6.250e-02, eta: 0:26:54, time: 0.073, data_time: 0.002, memory: 2815, loss: 0.5499, top-1: 81.5625, top-5: 95.1758
2023-02-02 23:14:12,778 - mmcls - INFO - Epoch [25][530/586]	lr: 6.250e-02, eta: 0:26:53, time: 0.092, data_time: 0.008, memory: 2815, loss: 0.5270, top-1: 82.6758, top-5: 95.4883
2023-02-02 23:14:13,277 - mmcls - INFO - Epoch [25][540/586]	lr: 6.250e-02, eta: 0:26:51, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.5511, top-1: 81.8945, top-5: 95.1758
2023-02-02 23:14:14,179 - mmcls - INFO - Epoch [25][550/586]	lr: 6.250e-02, eta: 0:26:50, time: 0.085, data_time: 0.002, memory: 2815, loss: 0.5615, top-1: 81.0742, top-5: 95.1953
2023-02-02 23:14:15,113 - mmcls - INFO - Epoch [25][560/586]	lr: 6.250e-02, eta: 0:26:49, time: 0.098, data_time: 0.008, memory: 2815, loss: 0.5861, top-1: 80.5469, top-5: 94.7852
2023-02-02 23:14:15,614 - mmcls - INFO - Epoch [25][570/586]	lr: 6.250e-02, eta: 0:26:47, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5618, top-1: 81.5039, top-5: 94.9805
2023-02-02 23:14:16,368 - mmcls - INFO - Epoch [25][580/586]	lr: 6.250e-02, eta: 0:26:46, time: 0.071, data_time: 0.002, memory: 2815, loss: 0.5489, top-1: 82.2461, top-5: 95.2344
2023-02-02 23:14:17,042 - mmcls - INFO - Saving checkpoint at 25 epochs
2023-02-02 23:14:19,885 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:14:19,886 - mmcls - INFO - Epoch(val) [25][12]	acc: 75.8667
2023-02-02 23:14:22,669 - mmcls - INFO - Epoch [26][10/586]	lr: 6.250e-02, eta: 0:26:45, time: 0.276, data_time: 0.223, memory: 2815, loss: 0.5606, top-1: 81.6602, top-5: 94.9805
2023-02-02 23:14:23,741 - mmcls - INFO - Epoch [26][20/586]	lr: 6.250e-02, eta: 0:26:44, time: 0.104, data_time: 0.002, memory: 2815, loss: 0.5166, top-1: 83.2617, top-5: 95.7227
2023-02-02 23:14:24,503 - mmcls - INFO - Epoch [26][30/586]	lr: 6.250e-02, eta: 0:26:42, time: 0.080, data_time: 0.006, memory: 2815, loss: 0.5322, top-1: 82.2656, top-5: 95.7031
2023-02-02 23:14:25,029 - mmcls - INFO - Epoch [26][40/586]	lr: 6.250e-02, eta: 0:26:41, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5755, top-1: 80.8594, top-5: 94.8438
2023-02-02 23:14:25,831 - mmcls - INFO - Epoch [26][50/586]	lr: 6.250e-02, eta: 0:26:39, time: 0.075, data_time: 0.002, memory: 2815, loss: 0.5350, top-1: 81.8750, top-5: 95.2930
2023-02-02 23:14:26,747 - mmcls - INFO - Epoch [26][60/586]	lr: 6.250e-02, eta: 0:26:38, time: 0.097, data_time: 0.008, memory: 2815, loss: 0.5521, top-1: 82.2852, top-5: 95.1758
2023-02-02 23:14:27,252 - mmcls - INFO - Epoch [26][70/586]	lr: 6.250e-02, eta: 0:26:36, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5354, top-1: 82.3438, top-5: 95.4102
2023-02-02 23:14:27,889 - mmcls - INFO - Epoch [26][80/586]	lr: 6.250e-02, eta: 0:26:35, time: 0.059, data_time: 0.002, memory: 2815, loss: 0.5792, top-1: 80.5078, top-5: 94.9023
2023-02-02 23:14:28,889 - mmcls - INFO - Epoch [26][90/586]	lr: 6.250e-02, eta: 0:26:34, time: 0.104, data_time: 0.007, memory: 2815, loss: 0.5367, top-1: 82.0117, top-5: 95.2148
2023-02-02 23:14:29,424 - mmcls - INFO - Epoch [26][100/586]	lr: 6.250e-02, eta: 0:26:32, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5657, top-1: 80.9961, top-5: 94.8242
2023-02-02 23:14:30,293 - mmcls - INFO - Epoch [26][110/586]	lr: 6.250e-02, eta: 0:26:31, time: 0.083, data_time: 0.002, memory: 2815, loss: 0.5287, top-1: 81.7188, top-5: 95.3125
2023-02-02 23:14:31,223 - mmcls - INFO - Epoch [26][120/586]	lr: 6.250e-02, eta: 0:26:29, time: 0.097, data_time: 0.006, memory: 2815, loss: 0.5919, top-1: 80.3320, top-5: 95.0000
2023-02-02 23:14:31,733 - mmcls - INFO - Epoch [26][130/586]	lr: 6.250e-02, eta: 0:26:28, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5778, top-1: 81.3477, top-5: 94.5508
2023-02-02 23:14:32,243 - mmcls - INFO - Epoch [26][140/586]	lr: 6.250e-02, eta: 0:26:26, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5799, top-1: 80.1758, top-5: 95.2148
2023-02-02 23:14:33,461 - mmcls - INFO - Epoch [26][150/586]	lr: 6.250e-02, eta: 0:26:25, time: 0.115, data_time: 0.002, memory: 2815, loss: 0.5894, top-1: 80.6641, top-5: 94.7070
2023-02-02 23:14:34,214 - mmcls - INFO - Epoch [26][160/586]	lr: 6.250e-02, eta: 0:26:24, time: 0.081, data_time: 0.009, memory: 2815, loss: 0.5255, top-1: 83.3008, top-5: 95.1172
2023-02-02 23:14:34,739 - mmcls - INFO - Epoch [26][170/586]	lr: 6.250e-02, eta: 0:26:22, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5666, top-1: 81.2891, top-5: 95.2344
2023-02-02 23:14:35,747 - mmcls - INFO - Epoch [26][180/586]	lr: 6.250e-02, eta: 0:26:21, time: 0.093, data_time: 0.002, memory: 2815, loss: 0.5409, top-1: 81.8750, top-5: 95.1953
2023-02-02 23:14:36,745 - mmcls - INFO - Epoch [26][190/586]	lr: 6.250e-02, eta: 0:26:20, time: 0.107, data_time: 0.010, memory: 2815, loss: 0.5568, top-1: 81.2500, top-5: 94.9609
2023-02-02 23:14:37,250 - mmcls - INFO - Epoch [26][200/586]	lr: 6.250e-02, eta: 0:26:18, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5850, top-1: 81.2109, top-5: 94.5312
2023-02-02 23:14:37,787 - mmcls - INFO - Epoch [26][210/586]	lr: 6.250e-02, eta: 0:26:16, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5427, top-1: 82.4219, top-5: 95.3125
2023-02-02 23:14:39,006 - mmcls - INFO - Epoch [26][220/586]	lr: 6.250e-02, eta: 0:26:15, time: 0.121, data_time: 0.004, memory: 2815, loss: 0.5593, top-1: 81.2695, top-5: 94.9609
2023-02-02 23:14:39,494 - mmcls - INFO - Epoch [26][230/586]	lr: 6.250e-02, eta: 0:26:14, time: 0.051, data_time: 0.004, memory: 2815, loss: 0.5555, top-1: 81.0547, top-5: 95.3711
2023-02-02 23:14:40,217 - mmcls - INFO - Epoch [26][240/586]	lr: 6.250e-02, eta: 0:26:12, time: 0.069, data_time: 0.002, memory: 2815, loss: 0.5928, top-1: 80.7617, top-5: 94.5703
2023-02-02 23:14:41,290 - mmcls - INFO - Epoch [26][250/586]	lr: 6.250e-02, eta: 0:26:11, time: 0.111, data_time: 0.007, memory: 2815, loss: 0.5643, top-1: 81.3086, top-5: 95.2344
2023-02-02 23:14:41,809 - mmcls - INFO - Epoch [26][260/586]	lr: 6.250e-02, eta: 0:26:09, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5459, top-1: 82.1289, top-5: 94.9219
2023-02-02 23:14:42,396 - mmcls - INFO - Epoch [26][270/586]	lr: 6.250e-02, eta: 0:26:08, time: 0.057, data_time: 0.003, memory: 2815, loss: 0.5554, top-1: 81.4062, top-5: 95.0391
2023-02-02 23:14:43,454 - mmcls - INFO - Epoch [26][280/586]	lr: 6.250e-02, eta: 0:26:07, time: 0.108, data_time: 0.005, memory: 2815, loss: 0.5479, top-1: 81.6406, top-5: 95.2734
2023-02-02 23:14:43,958 - mmcls - INFO - Epoch [26][290/586]	lr: 6.250e-02, eta: 0:26:05, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.5399, top-1: 82.1094, top-5: 95.2148
2023-02-02 23:14:44,475 - mmcls - INFO - Epoch [26][300/586]	lr: 6.250e-02, eta: 0:26:03, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5610, top-1: 81.1914, top-5: 95.0000
2023-02-02 23:14:45,518 - mmcls - INFO - Epoch [26][310/586]	lr: 6.250e-02, eta: 0:26:02, time: 0.099, data_time: 0.003, memory: 2815, loss: 0.5374, top-1: 82.1680, top-5: 95.4883
2023-02-02 23:14:46,200 - mmcls - INFO - Epoch [26][320/586]	lr: 6.250e-02, eta: 0:26:01, time: 0.073, data_time: 0.007, memory: 2815, loss: 0.5641, top-1: 80.8008, top-5: 95.4297
2023-02-02 23:14:46,711 - mmcls - INFO - Epoch [26][330/586]	lr: 6.250e-02, eta: 0:25:59, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5381, top-1: 82.1289, top-5: 95.3711
2023-02-02 23:14:47,500 - mmcls - INFO - Epoch [26][340/586]	lr: 6.250e-02, eta: 0:25:58, time: 0.074, data_time: 0.002, memory: 2815, loss: 0.5752, top-1: 81.5039, top-5: 94.6094
2023-02-02 23:14:48,301 - mmcls - INFO - Epoch [26][350/586]	lr: 6.250e-02, eta: 0:25:56, time: 0.085, data_time: 0.007, memory: 2815, loss: 0.5396, top-1: 82.2461, top-5: 94.9219
2023-02-02 23:14:48,804 - mmcls - INFO - Epoch [26][360/586]	lr: 6.250e-02, eta: 0:25:55, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5556, top-1: 81.4062, top-5: 95.2344
2023-02-02 23:14:49,599 - mmcls - INFO - Epoch [26][370/586]	lr: 6.250e-02, eta: 0:25:53, time: 0.073, data_time: 0.001, memory: 2815, loss: 0.5529, top-1: 81.3867, top-5: 95.0977
2023-02-02 23:14:50,509 - mmcls - INFO - Epoch [26][380/586]	lr: 6.250e-02, eta: 0:25:52, time: 0.096, data_time: 0.008, memory: 2815, loss: 0.5953, top-1: 80.6445, top-5: 94.5898
2023-02-02 23:14:51,027 - mmcls - INFO - Epoch [26][390/586]	lr: 6.250e-02, eta: 0:25:51, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5970, top-1: 80.0000, top-5: 94.8242
2023-02-02 23:14:52,000 - mmcls - INFO - Epoch [26][400/586]	lr: 6.250e-02, eta: 0:25:49, time: 0.091, data_time: 0.002, memory: 2815, loss: 0.5772, top-1: 80.7227, top-5: 94.6875
2023-02-02 23:14:52,753 - mmcls - INFO - Epoch [26][410/586]	lr: 6.250e-02, eta: 0:25:48, time: 0.082, data_time: 0.008, memory: 2815, loss: 0.5690, top-1: 81.1914, top-5: 94.4336
2023-02-02 23:14:53,251 - mmcls - INFO - Epoch [26][420/586]	lr: 6.250e-02, eta: 0:25:46, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5340, top-1: 82.9297, top-5: 95.3320
2023-02-02 23:14:54,323 - mmcls - INFO - Epoch [26][430/586]	lr: 6.250e-02, eta: 0:25:45, time: 0.100, data_time: 0.002, memory: 2815, loss: 0.5969, top-1: 80.4883, top-5: 94.4922
2023-02-02 23:14:55,066 - mmcls - INFO - Epoch [26][440/586]	lr: 6.250e-02, eta: 0:25:44, time: 0.080, data_time: 0.009, memory: 2815, loss: 0.5545, top-1: 82.0312, top-5: 94.9023
2023-02-02 23:14:55,599 - mmcls - INFO - Epoch [26][450/586]	lr: 6.250e-02, eta: 0:25:42, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5803, top-1: 80.5859, top-5: 95.2344
2023-02-02 23:14:56,650 - mmcls - INFO - Epoch [26][460/586]	lr: 6.250e-02, eta: 0:25:41, time: 0.100, data_time: 0.002, memory: 2815, loss: 0.5562, top-1: 81.0938, top-5: 94.8828
2023-02-02 23:14:57,286 - mmcls - INFO - Epoch [26][470/586]	lr: 6.250e-02, eta: 0:25:40, time: 0.069, data_time: 0.007, memory: 2815, loss: 0.5475, top-1: 81.5820, top-5: 95.3516
2023-02-02 23:14:57,787 - mmcls - INFO - Epoch [26][480/586]	lr: 6.250e-02, eta: 0:25:38, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.5642, top-1: 81.6211, top-5: 94.8047
2023-02-02 23:14:58,337 - mmcls - INFO - Epoch [26][490/586]	lr: 6.250e-02, eta: 0:25:36, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5722, top-1: 81.4844, top-5: 94.8047
2023-02-02 23:14:59,535 - mmcls - INFO - Epoch [26][500/586]	lr: 6.250e-02, eta: 0:25:35, time: 0.119, data_time: 0.005, memory: 2815, loss: 0.5444, top-1: 82.3047, top-5: 95.0977
2023-02-02 23:15:00,105 - mmcls - INFO - Epoch [26][510/586]	lr: 6.250e-02, eta: 0:25:34, time: 0.060, data_time: 0.006, memory: 2815, loss: 0.5393, top-1: 82.1680, top-5: 95.4297
2023-02-02 23:15:00,639 - mmcls - INFO - Epoch [26][520/586]	lr: 6.250e-02, eta: 0:25:32, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5277, top-1: 83.1250, top-5: 95.5664
2023-02-02 23:15:01,675 - mmcls - INFO - Epoch [26][530/586]	lr: 6.250e-02, eta: 0:25:31, time: 0.104, data_time: 0.002, memory: 2815, loss: 0.5732, top-1: 80.8008, top-5: 95.1172
2023-02-02 23:15:02,183 - mmcls - INFO - Epoch [26][540/586]	lr: 6.250e-02, eta: 0:25:29, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5545, top-1: 81.5234, top-5: 95.4883
2023-02-02 23:15:02,702 - mmcls - INFO - Epoch [26][550/586]	lr: 6.250e-02, eta: 0:25:28, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5890, top-1: 80.8203, top-5: 94.9414
2023-02-02 23:15:03,774 - mmcls - INFO - Epoch [26][560/586]	lr: 6.250e-02, eta: 0:25:27, time: 0.105, data_time: 0.002, memory: 2815, loss: 0.5371, top-1: 82.0508, top-5: 95.2930
2023-02-02 23:15:04,306 - mmcls - INFO - Epoch [26][570/586]	lr: 6.250e-02, eta: 0:25:25, time: 0.056, data_time: 0.005, memory: 2815, loss: 0.5446, top-1: 81.9922, top-5: 95.3320
2023-02-02 23:15:04,781 - mmcls - INFO - Epoch [26][580/586]	lr: 6.250e-02, eta: 0:25:24, time: 0.048, data_time: 0.003, memory: 2815, loss: 0.5387, top-1: 81.8945, top-5: 95.3711
2023-02-02 23:15:05,271 - mmcls - INFO - Saving checkpoint at 26 epochs
2023-02-02 23:15:08,118 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:15:08,119 - mmcls - INFO - Epoch(val) [26][12]	acc: 76.9500
2023-02-02 23:15:10,981 - mmcls - INFO - Epoch [27][10/586]	lr: 6.250e-02, eta: 0:25:23, time: 0.284, data_time: 0.228, memory: 2815, loss: 0.5670, top-1: 81.6406, top-5: 94.9023
2023-02-02 23:15:11,925 - mmcls - INFO - Epoch [27][20/586]	lr: 6.250e-02, eta: 0:25:22, time: 0.090, data_time: 0.002, memory: 2815, loss: 0.5315, top-1: 82.4805, top-5: 95.3711
2023-02-02 23:15:12,592 - mmcls - INFO - Epoch [27][30/586]	lr: 6.250e-02, eta: 0:25:20, time: 0.071, data_time: 0.007, memory: 2815, loss: 0.5397, top-1: 82.3242, top-5: 95.3125
2023-02-02 23:15:13,126 - mmcls - INFO - Epoch [27][40/586]	lr: 6.250e-02, eta: 0:25:19, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.5766, top-1: 80.6641, top-5: 95.0000
2023-02-02 23:15:13,980 - mmcls - INFO - Epoch [27][50/586]	lr: 6.250e-02, eta: 0:25:17, time: 0.079, data_time: 0.002, memory: 2815, loss: 0.5115, top-1: 82.9297, top-5: 95.8203
2023-02-02 23:15:15,068 - mmcls - INFO - Epoch [27][60/586]	lr: 6.250e-02, eta: 0:25:16, time: 0.114, data_time: 0.008, memory: 2815, loss: 0.5388, top-1: 82.0898, top-5: 95.1367
2023-02-02 23:15:15,553 - mmcls - INFO - Epoch [27][70/586]	lr: 6.250e-02, eta: 0:25:15, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.5563, top-1: 81.1328, top-5: 95.3711
2023-02-02 23:15:16,156 - mmcls - INFO - Epoch [27][80/586]	lr: 6.250e-02, eta: 0:25:13, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.5502, top-1: 81.7969, top-5: 95.3516
2023-02-02 23:15:17,149 - mmcls - INFO - Epoch [27][90/586]	lr: 6.250e-02, eta: 0:25:12, time: 0.102, data_time: 0.006, memory: 2815, loss: 0.5486, top-1: 82.1094, top-5: 95.1172
2023-02-02 23:15:17,683 - mmcls - INFO - Epoch [27][100/586]	lr: 6.250e-02, eta: 0:25:10, time: 0.054, data_time: 0.004, memory: 2815, loss: 0.5330, top-1: 82.0703, top-5: 95.6445
2023-02-02 23:15:18,420 - mmcls - INFO - Epoch [27][110/586]	lr: 6.250e-02, eta: 0:25:09, time: 0.070, data_time: 0.002, memory: 2815, loss: 0.5654, top-1: 81.7188, top-5: 94.9219
2023-02-02 23:15:19,695 - mmcls - INFO - Epoch [27][120/586]	lr: 6.250e-02, eta: 0:25:08, time: 0.126, data_time: 0.006, memory: 2815, loss: 0.5237, top-1: 82.1875, top-5: 95.6250
2023-02-02 23:15:20,283 - mmcls - INFO - Epoch [27][130/586]	lr: 6.250e-02, eta: 0:25:06, time: 0.064, data_time: 0.008, memory: 2815, loss: 0.5647, top-1: 81.3672, top-5: 95.0977
2023-02-02 23:15:20,829 - mmcls - INFO - Epoch [27][140/586]	lr: 6.250e-02, eta: 0:25:05, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.5347, top-1: 81.8359, top-5: 95.6250
2023-02-02 23:15:21,872 - mmcls - INFO - Epoch [27][150/586]	lr: 6.250e-02, eta: 0:25:04, time: 0.099, data_time: 0.002, memory: 2815, loss: 0.5411, top-1: 81.7578, top-5: 95.4492
2023-02-02 23:15:22,562 - mmcls - INFO - Epoch [27][160/586]	lr: 6.250e-02, eta: 0:25:02, time: 0.074, data_time: 0.007, memory: 2815, loss: 0.5558, top-1: 81.3086, top-5: 95.1953
2023-02-02 23:15:23,084 - mmcls - INFO - Epoch [27][170/586]	lr: 6.250e-02, eta: 0:25:01, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5694, top-1: 80.6641, top-5: 95.0586
2023-02-02 23:15:23,722 - mmcls - INFO - Epoch [27][180/586]	lr: 6.250e-02, eta: 0:24:59, time: 0.059, data_time: 0.003, memory: 2815, loss: 0.5435, top-1: 81.5625, top-5: 95.5078
2023-02-02 23:15:24,964 - mmcls - INFO - Epoch [27][190/586]	lr: 6.250e-02, eta: 0:24:58, time: 0.125, data_time: 0.007, memory: 2815, loss: 0.5463, top-1: 82.2461, top-5: 95.1172
2023-02-02 23:15:25,519 - mmcls - INFO - Epoch [27][200/586]	lr: 6.250e-02, eta: 0:24:57, time: 0.059, data_time: 0.006, memory: 2815, loss: 0.5715, top-1: 81.6602, top-5: 94.8828
2023-02-02 23:15:26,095 - mmcls - INFO - Epoch [27][210/586]	lr: 6.250e-02, eta: 0:24:55, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5739, top-1: 80.9961, top-5: 95.1953
2023-02-02 23:15:27,111 - mmcls - INFO - Epoch [27][220/586]	lr: 6.250e-02, eta: 0:24:54, time: 0.105, data_time: 0.006, memory: 2815, loss: 0.5656, top-1: 81.3281, top-5: 95.0000
2023-02-02 23:15:27,637 - mmcls - INFO - Epoch [27][230/586]	lr: 6.250e-02, eta: 0:24:53, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5449, top-1: 82.0508, top-5: 95.3711
2023-02-02 23:15:28,454 - mmcls - INFO - Epoch [27][240/586]	lr: 6.250e-02, eta: 0:24:51, time: 0.077, data_time: 0.002, memory: 2815, loss: 0.5602, top-1: 81.4844, top-5: 95.0391
2023-02-02 23:15:29,683 - mmcls - INFO - Epoch [27][250/586]	lr: 6.250e-02, eta: 0:24:50, time: 0.121, data_time: 0.006, memory: 2815, loss: 0.5494, top-1: 82.0117, top-5: 95.3711
2023-02-02 23:15:30,289 - mmcls - INFO - Epoch [27][260/586]	lr: 6.250e-02, eta: 0:24:49, time: 0.066, data_time: 0.008, memory: 2815, loss: 0.5501, top-1: 81.5625, top-5: 95.0977
2023-02-02 23:15:30,821 - mmcls - INFO - Epoch [27][270/586]	lr: 6.250e-02, eta: 0:24:47, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5159, top-1: 82.8125, top-5: 95.6445
2023-02-02 23:15:31,752 - mmcls - INFO - Epoch [27][280/586]	lr: 6.250e-02, eta: 0:24:46, time: 0.089, data_time: 0.003, memory: 2815, loss: 0.5282, top-1: 82.7734, top-5: 95.1758
2023-02-02 23:15:32,253 - mmcls - INFO - Epoch [27][290/586]	lr: 6.250e-02, eta: 0:24:44, time: 0.054, data_time: 0.006, memory: 2815, loss: 0.5424, top-1: 81.4258, top-5: 94.8438
2023-02-02 23:15:32,787 - mmcls - INFO - Epoch [27][300/586]	lr: 6.250e-02, eta: 0:24:43, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5866, top-1: 80.7812, top-5: 94.4336
2023-02-02 23:15:33,796 - mmcls - INFO - Epoch [27][310/586]	lr: 6.250e-02, eta: 0:24:42, time: 0.096, data_time: 0.003, memory: 2815, loss: 0.5341, top-1: 81.8750, top-5: 95.5859
2023-02-02 23:15:34,437 - mmcls - INFO - Epoch [27][320/586]	lr: 6.250e-02, eta: 0:24:40, time: 0.069, data_time: 0.008, memory: 2815, loss: 0.5698, top-1: 81.2500, top-5: 95.1367
2023-02-02 23:15:34,955 - mmcls - INFO - Epoch [27][330/586]	lr: 6.250e-02, eta: 0:24:39, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5337, top-1: 82.4414, top-5: 95.6250
2023-02-02 23:15:36,035 - mmcls - INFO - Epoch [27][340/586]	lr: 6.250e-02, eta: 0:24:38, time: 0.103, data_time: 0.002, memory: 2815, loss: 0.5411, top-1: 82.1875, top-5: 95.2539
2023-02-02 23:15:36,687 - mmcls - INFO - Epoch [27][350/586]	lr: 6.250e-02, eta: 0:24:36, time: 0.070, data_time: 0.007, memory: 2815, loss: 0.5096, top-1: 82.8516, top-5: 95.6836
2023-02-02 23:15:37,207 - mmcls - INFO - Epoch [27][360/586]	lr: 6.250e-02, eta: 0:24:35, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5050, top-1: 82.9492, top-5: 95.9180
2023-02-02 23:15:38,223 - mmcls - INFO - Epoch [27][370/586]	lr: 6.250e-02, eta: 0:24:33, time: 0.097, data_time: 0.002, memory: 2815, loss: 0.5554, top-1: 81.7969, top-5: 95.1562
2023-02-02 23:15:38,935 - mmcls - INFO - Epoch [27][380/586]	lr: 6.250e-02, eta: 0:24:32, time: 0.075, data_time: 0.006, memory: 2815, loss: 0.5733, top-1: 80.8398, top-5: 95.0000
2023-02-02 23:15:39,455 - mmcls - INFO - Epoch [27][390/586]	lr: 6.250e-02, eta: 0:24:30, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5604, top-1: 81.2500, top-5: 95.2148
2023-02-02 23:15:40,258 - mmcls - INFO - Epoch [27][400/586]	lr: 6.250e-02, eta: 0:24:29, time: 0.075, data_time: 0.003, memory: 2815, loss: 0.5310, top-1: 82.0117, top-5: 95.5078
2023-02-02 23:15:41,349 - mmcls - INFO - Epoch [27][410/586]	lr: 6.250e-02, eta: 0:24:28, time: 0.114, data_time: 0.008, memory: 2815, loss: 0.5492, top-1: 81.8164, top-5: 95.2734
2023-02-02 23:15:41,837 - mmcls - INFO - Epoch [27][420/586]	lr: 6.250e-02, eta: 0:24:27, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.5829, top-1: 80.8984, top-5: 94.6094
2023-02-02 23:15:42,648 - mmcls - INFO - Epoch [27][430/586]	lr: 6.250e-02, eta: 0:24:25, time: 0.078, data_time: 0.003, memory: 2815, loss: 0.5563, top-1: 81.3672, top-5: 95.2148
2023-02-02 23:15:43,518 - mmcls - INFO - Epoch [27][440/586]	lr: 6.250e-02, eta: 0:24:24, time: 0.090, data_time: 0.006, memory: 2815, loss: 0.5957, top-1: 80.2930, top-5: 94.4727
2023-02-02 23:15:44,062 - mmcls - INFO - Epoch [27][450/586]	lr: 6.250e-02, eta: 0:24:22, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5512, top-1: 81.4453, top-5: 95.0586
2023-02-02 23:15:44,696 - mmcls - INFO - Epoch [27][460/586]	lr: 6.250e-02, eta: 0:24:21, time: 0.060, data_time: 0.003, memory: 2815, loss: 0.5839, top-1: 80.7812, top-5: 94.6289
2023-02-02 23:15:45,588 - mmcls - INFO - Epoch [27][470/586]	lr: 6.250e-02, eta: 0:24:20, time: 0.093, data_time: 0.006, memory: 2815, loss: 0.5587, top-1: 81.1719, top-5: 95.1758
2023-02-02 23:15:46,105 - mmcls - INFO - Epoch [27][480/586]	lr: 6.250e-02, eta: 0:24:18, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5659, top-1: 80.9180, top-5: 94.9023
2023-02-02 23:15:46,877 - mmcls - INFO - Epoch [27][490/586]	lr: 6.250e-02, eta: 0:24:17, time: 0.074, data_time: 0.003, memory: 2815, loss: 0.5569, top-1: 81.4844, top-5: 95.1758
2023-02-02 23:15:47,939 - mmcls - INFO - Epoch [27][500/586]	lr: 6.250e-02, eta: 0:24:16, time: 0.110, data_time: 0.006, memory: 2815, loss: 0.5307, top-1: 82.3242, top-5: 95.7617
2023-02-02 23:15:48,446 - mmcls - INFO - Epoch [27][510/586]	lr: 6.250e-02, eta: 0:24:14, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5366, top-1: 82.7148, top-5: 95.2930
2023-02-02 23:15:48,948 - mmcls - INFO - Epoch [27][520/586]	lr: 6.250e-02, eta: 0:24:13, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5407, top-1: 81.9727, top-5: 95.3125
2023-02-02 23:15:50,058 - mmcls - INFO - Epoch [27][530/586]	lr: 6.250e-02, eta: 0:24:12, time: 0.111, data_time: 0.003, memory: 2815, loss: 0.5160, top-1: 82.3242, top-5: 95.7617
2023-02-02 23:15:50,582 - mmcls - INFO - Epoch [27][540/586]	lr: 6.250e-02, eta: 0:24:10, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5488, top-1: 81.9922, top-5: 94.9219
2023-02-02 23:15:51,088 - mmcls - INFO - Epoch [27][550/586]	lr: 6.250e-02, eta: 0:24:08, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5402, top-1: 82.1289, top-5: 95.4102
2023-02-02 23:15:52,221 - mmcls - INFO - Epoch [27][560/586]	lr: 6.250e-02, eta: 0:24:07, time: 0.109, data_time: 0.002, memory: 2815, loss: 0.5020, top-1: 83.0273, top-5: 95.9375
2023-02-02 23:15:52,760 - mmcls - INFO - Epoch [27][570/586]	lr: 6.250e-02, eta: 0:24:06, time: 0.058, data_time: 0.007, memory: 2815, loss: 0.5750, top-1: 81.3281, top-5: 94.9414
2023-02-02 23:15:53,246 - mmcls - INFO - Epoch [27][580/586]	lr: 6.250e-02, eta: 0:24:04, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.5670, top-1: 81.1914, top-5: 95.1953
2023-02-02 23:15:53,566 - mmcls - INFO - Saving checkpoint at 27 epochs
2023-02-02 23:15:56,381 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:15:56,381 - mmcls - INFO - Epoch(val) [27][12]	acc: 75.3833
2023-02-02 23:15:59,285 - mmcls - INFO - Epoch [28][10/586]	lr: 6.250e-02, eta: 0:24:04, time: 0.288, data_time: 0.222, memory: 2815, loss: 0.5085, top-1: 82.7344, top-5: 96.0156
2023-02-02 23:15:59,819 - mmcls - INFO - Epoch [28][20/586]	lr: 6.250e-02, eta: 0:24:02, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5582, top-1: 81.8359, top-5: 95.0391
2023-02-02 23:16:00,647 - mmcls - INFO - Epoch [28][30/586]	lr: 6.250e-02, eta: 0:24:01, time: 0.076, data_time: 0.002, memory: 2815, loss: 0.5649, top-1: 81.3672, top-5: 95.0586
2023-02-02 23:16:01,379 - mmcls - INFO - Epoch [28][40/586]	lr: 6.250e-02, eta: 0:23:59, time: 0.079, data_time: 0.009, memory: 2815, loss: 0.5259, top-1: 82.3828, top-5: 95.6250
2023-02-02 23:16:01,893 - mmcls - INFO - Epoch [28][50/586]	lr: 6.250e-02, eta: 0:23:58, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5244, top-1: 82.5781, top-5: 95.7617
2023-02-02 23:16:02,962 - mmcls - INFO - Epoch [28][60/586]	lr: 6.250e-02, eta: 0:23:57, time: 0.103, data_time: 0.002, memory: 2815, loss: 0.5453, top-1: 81.7969, top-5: 94.8828
2023-02-02 23:16:03,861 - mmcls - INFO - Epoch [28][70/586]	lr: 6.250e-02, eta: 0:23:56, time: 0.094, data_time: 0.006, memory: 2815, loss: 0.5424, top-1: 81.7578, top-5: 95.3320
2023-02-02 23:16:04,373 - mmcls - INFO - Epoch [28][80/586]	lr: 6.250e-02, eta: 0:23:54, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5395, top-1: 82.5977, top-5: 95.0977
2023-02-02 23:16:05,153 - mmcls - INFO - Epoch [28][90/586]	lr: 6.250e-02, eta: 0:23:53, time: 0.074, data_time: 0.003, memory: 2815, loss: 0.5283, top-1: 82.1680, top-5: 95.5469
2023-02-02 23:16:06,269 - mmcls - INFO - Epoch [28][100/586]	lr: 6.250e-02, eta: 0:23:52, time: 0.116, data_time: 0.007, memory: 2815, loss: 0.5614, top-1: 81.8945, top-5: 94.7852
2023-02-02 23:16:06,767 - mmcls - INFO - Epoch [28][110/586]	lr: 6.250e-02, eta: 0:23:50, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5620, top-1: 81.4648, top-5: 95.0391
2023-02-02 23:16:07,336 - mmcls - INFO - Epoch [28][120/586]	lr: 6.250e-02, eta: 0:23:49, time: 0.057, data_time: 0.002, memory: 2815, loss: 0.5440, top-1: 81.1914, top-5: 95.5469
2023-02-02 23:16:08,468 - mmcls - INFO - Epoch [28][130/586]	lr: 6.250e-02, eta: 0:23:48, time: 0.110, data_time: 0.002, memory: 2815, loss: 0.5187, top-1: 82.6172, top-5: 95.8789
2023-02-02 23:16:08,998 - mmcls - INFO - Epoch [28][140/586]	lr: 6.250e-02, eta: 0:23:46, time: 0.057, data_time: 0.006, memory: 2815, loss: 0.5454, top-1: 81.7188, top-5: 95.6055
2023-02-02 23:16:09,518 - mmcls - INFO - Epoch [28][150/586]	lr: 6.250e-02, eta: 0:23:45, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5776, top-1: 80.4883, top-5: 95.3125
2023-02-02 23:16:10,663 - mmcls - INFO - Epoch [28][160/586]	lr: 6.250e-02, eta: 0:23:44, time: 0.109, data_time: 0.003, memory: 2815, loss: 0.5450, top-1: 82.4219, top-5: 95.2344
2023-02-02 23:16:11,348 - mmcls - INFO - Epoch [28][170/586]	lr: 6.250e-02, eta: 0:23:42, time: 0.075, data_time: 0.009, memory: 2815, loss: 0.5004, top-1: 83.2422, top-5: 96.0938
2023-02-02 23:16:11,859 - mmcls - INFO - Epoch [28][180/586]	lr: 6.250e-02, eta: 0:23:41, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5127, top-1: 82.6758, top-5: 95.8789
2023-02-02 23:16:12,623 - mmcls - INFO - Epoch [28][190/586]	lr: 6.250e-02, eta: 0:23:39, time: 0.072, data_time: 0.002, memory: 2815, loss: 0.5783, top-1: 81.0742, top-5: 94.5508
2023-02-02 23:16:13,466 - mmcls - INFO - Epoch [28][200/586]	lr: 6.250e-02, eta: 0:23:38, time: 0.089, data_time: 0.007, memory: 2815, loss: 0.5361, top-1: 81.8164, top-5: 94.9609
2023-02-02 23:16:13,982 - mmcls - INFO - Epoch [28][210/586]	lr: 6.250e-02, eta: 0:23:37, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5357, top-1: 82.8320, top-5: 95.2148
2023-02-02 23:16:14,950 - mmcls - INFO - Epoch [28][220/586]	lr: 6.250e-02, eta: 0:23:35, time: 0.091, data_time: 0.002, memory: 2815, loss: 0.5337, top-1: 82.5586, top-5: 95.0977
2023-02-02 23:16:15,792 - mmcls - INFO - Epoch [28][230/586]	lr: 6.250e-02, eta: 0:23:34, time: 0.089, data_time: 0.008, memory: 2815, loss: 0.5152, top-1: 83.1836, top-5: 95.4688
2023-02-02 23:16:16,294 - mmcls - INFO - Epoch [28][240/586]	lr: 6.250e-02, eta: 0:23:33, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5459, top-1: 82.4414, top-5: 95.0391
2023-02-02 23:16:17,351 - mmcls - INFO - Epoch [28][250/586]	lr: 6.250e-02, eta: 0:23:32, time: 0.099, data_time: 0.002, memory: 2815, loss: 0.5504, top-1: 81.9727, top-5: 95.5664
2023-02-02 23:16:18,023 - mmcls - INFO - Epoch [28][260/586]	lr: 6.250e-02, eta: 0:23:30, time: 0.073, data_time: 0.008, memory: 2815, loss: 0.5135, top-1: 82.7539, top-5: 95.6250
2023-02-02 23:16:18,579 - mmcls - INFO - Epoch [28][270/586]	lr: 6.250e-02, eta: 0:23:29, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.5329, top-1: 82.2852, top-5: 95.2734
2023-02-02 23:16:19,613 - mmcls - INFO - Epoch [28][280/586]	lr: 6.250e-02, eta: 0:23:28, time: 0.098, data_time: 0.002, memory: 2815, loss: 0.5471, top-1: 81.9922, top-5: 95.0391
2023-02-02 23:16:20,572 - mmcls - INFO - Epoch [28][290/586]	lr: 6.250e-02, eta: 0:23:26, time: 0.101, data_time: 0.008, memory: 2815, loss: 0.5572, top-1: 81.5820, top-5: 95.0391
2023-02-02 23:16:21,075 - mmcls - INFO - Epoch [28][300/586]	lr: 6.250e-02, eta: 0:23:25, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5353, top-1: 81.8359, top-5: 95.5664
2023-02-02 23:16:21,869 - mmcls - INFO - Epoch [28][310/586]	lr: 6.250e-02, eta: 0:23:24, time: 0.074, data_time: 0.002, memory: 2815, loss: 0.5623, top-1: 81.2891, top-5: 95.1367
2023-02-02 23:16:22,547 - mmcls - INFO - Epoch [28][320/586]	lr: 6.250e-02, eta: 0:23:22, time: 0.072, data_time: 0.008, memory: 2815, loss: 0.5387, top-1: 81.6211, top-5: 95.3906
2023-02-02 23:16:23,052 - mmcls - INFO - Epoch [28][330/586]	lr: 6.250e-02, eta: 0:23:21, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5303, top-1: 82.7539, top-5: 95.3906
2023-02-02 23:16:24,040 - mmcls - INFO - Epoch [28][340/586]	lr: 6.250e-02, eta: 0:23:20, time: 0.094, data_time: 0.002, memory: 2815, loss: 0.5384, top-1: 82.2461, top-5: 95.3125
2023-02-02 23:16:24,851 - mmcls - INFO - Epoch [28][350/586]	lr: 6.250e-02, eta: 0:23:18, time: 0.086, data_time: 0.007, memory: 2815, loss: 0.5360, top-1: 82.3047, top-5: 95.5078
2023-02-02 23:16:25,348 - mmcls - INFO - Epoch [28][360/586]	lr: 6.250e-02, eta: 0:23:17, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.5346, top-1: 81.9336, top-5: 95.4492
2023-02-02 23:16:26,063 - mmcls - INFO - Epoch [28][370/586]	lr: 6.250e-02, eta: 0:23:15, time: 0.068, data_time: 0.003, memory: 2815, loss: 0.5378, top-1: 82.2656, top-5: 95.4297
2023-02-02 23:16:27,192 - mmcls - INFO - Epoch [28][380/586]	lr: 6.250e-02, eta: 0:23:14, time: 0.117, data_time: 0.006, memory: 2815, loss: 0.5413, top-1: 82.3047, top-5: 95.4883
2023-02-02 23:16:27,697 - mmcls - INFO - Epoch [28][390/586]	lr: 6.250e-02, eta: 0:23:13, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.5634, top-1: 81.2305, top-5: 95.2148
2023-02-02 23:16:28,251 - mmcls - INFO - Epoch [28][400/586]	lr: 6.250e-02, eta: 0:23:11, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5735, top-1: 80.9961, top-5: 94.8438
2023-02-02 23:16:29,539 - mmcls - INFO - Epoch [28][410/586]	lr: 6.250e-02, eta: 0:23:11, time: 0.129, data_time: 0.006, memory: 2815, loss: 0.5451, top-1: 81.6406, top-5: 95.5469
2023-02-02 23:16:30,078 - mmcls - INFO - Epoch [28][420/586]	lr: 6.250e-02, eta: 0:23:09, time: 0.057, data_time: 0.006, memory: 2815, loss: 0.5543, top-1: 81.7383, top-5: 95.2344
2023-02-02 23:16:30,591 - mmcls - INFO - Epoch [28][430/586]	lr: 6.250e-02, eta: 0:23:08, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5539, top-1: 81.6797, top-5: 94.9219
2023-02-02 23:16:31,548 - mmcls - INFO - Epoch [28][440/586]	lr: 6.250e-02, eta: 0:23:06, time: 0.091, data_time: 0.002, memory: 2815, loss: 0.5701, top-1: 81.7969, top-5: 94.7656
2023-02-02 23:16:32,139 - mmcls - INFO - Epoch [28][450/586]	lr: 6.250e-02, eta: 0:23:05, time: 0.065, data_time: 0.007, memory: 2815, loss: 0.5795, top-1: 80.5664, top-5: 94.8633
2023-02-02 23:16:32,652 - mmcls - INFO - Epoch [28][460/586]	lr: 6.250e-02, eta: 0:23:03, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5503, top-1: 81.6797, top-5: 95.3711
2023-02-02 23:16:33,582 - mmcls - INFO - Epoch [28][470/586]	lr: 6.250e-02, eta: 0:23:02, time: 0.088, data_time: 0.002, memory: 2815, loss: 0.5265, top-1: 82.3047, top-5: 95.4492
2023-02-02 23:16:34,338 - mmcls - INFO - Epoch [28][480/586]	lr: 6.250e-02, eta: 0:23:01, time: 0.081, data_time: 0.008, memory: 2815, loss: 0.5325, top-1: 82.5977, top-5: 95.3711
2023-02-02 23:16:34,844 - mmcls - INFO - Epoch [28][490/586]	lr: 6.250e-02, eta: 0:23:00, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5461, top-1: 81.8359, top-5: 95.3320
2023-02-02 23:16:35,791 - mmcls - INFO - Epoch [28][500/586]	lr: 6.250e-02, eta: 0:22:58, time: 0.090, data_time: 0.003, memory: 2815, loss: 0.5368, top-1: 82.0898, top-5: 95.1367
2023-02-02 23:16:36,618 - mmcls - INFO - Epoch [28][510/586]	lr: 6.250e-02, eta: 0:22:57, time: 0.088, data_time: 0.008, memory: 2815, loss: 0.5150, top-1: 82.8320, top-5: 95.8008
2023-02-02 23:16:37,131 - mmcls - INFO - Epoch [28][520/586]	lr: 6.250e-02, eta: 0:22:56, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5405, top-1: 82.8320, top-5: 95.2734
2023-02-02 23:16:37,841 - mmcls - INFO - Epoch [28][530/586]	lr: 6.250e-02, eta: 0:22:54, time: 0.067, data_time: 0.003, memory: 2815, loss: 0.5309, top-1: 82.8711, top-5: 95.0977
2023-02-02 23:16:38,946 - mmcls - INFO - Epoch [28][540/586]	lr: 6.250e-02, eta: 0:22:53, time: 0.115, data_time: 0.007, memory: 2815, loss: 0.5229, top-1: 82.4805, top-5: 95.8203
2023-02-02 23:16:39,448 - mmcls - INFO - Epoch [28][550/586]	lr: 6.250e-02, eta: 0:22:52, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.5312, top-1: 82.7539, top-5: 95.2930
2023-02-02 23:16:40,076 - mmcls - INFO - Epoch [28][560/586]	lr: 6.250e-02, eta: 0:22:50, time: 0.058, data_time: 0.003, memory: 2815, loss: 0.5178, top-1: 82.8516, top-5: 95.5469
2023-02-02 23:16:41,343 - mmcls - INFO - Epoch [28][570/586]	lr: 6.250e-02, eta: 0:22:49, time: 0.128, data_time: 0.007, memory: 2815, loss: 0.5531, top-1: 81.7578, top-5: 95.0977
2023-02-02 23:16:41,848 - mmcls - INFO - Epoch [28][580/586]	lr: 6.250e-02, eta: 0:22:48, time: 0.053, data_time: 0.005, memory: 2815, loss: 0.5285, top-1: 82.7930, top-5: 95.2148
2023-02-02 23:16:42,104 - mmcls - INFO - Saving checkpoint at 28 epochs
2023-02-02 23:16:44,901 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:16:44,902 - mmcls - INFO - Epoch(val) [28][12]	acc: 73.8833
2023-02-02 23:16:48,047 - mmcls - INFO - Epoch [29][10/586]	lr: 6.250e-02, eta: 0:22:47, time: 0.312, data_time: 0.225, memory: 2815, loss: 0.5457, top-1: 82.3438, top-5: 95.5273
2023-02-02 23:16:48,543 - mmcls - INFO - Epoch [29][20/586]	lr: 6.250e-02, eta: 0:22:46, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5294, top-1: 82.4805, top-5: 95.5078
2023-02-02 23:16:49,504 - mmcls - INFO - Epoch [29][30/586]	lr: 6.250e-02, eta: 0:22:45, time: 0.090, data_time: 0.002, memory: 2815, loss: 0.5598, top-1: 81.6602, top-5: 95.1367
2023-02-02 23:16:50,783 - mmcls - INFO - Epoch [29][40/586]	lr: 6.250e-02, eta: 0:22:44, time: 0.128, data_time: 0.008, memory: 2815, loss: 0.5348, top-1: 82.5195, top-5: 95.5469
2023-02-02 23:16:51,329 - mmcls - INFO - Epoch [29][50/586]	lr: 6.250e-02, eta: 0:22:42, time: 0.060, data_time: 0.007, memory: 2815, loss: 0.5151, top-1: 82.7734, top-5: 95.5273
2023-02-02 23:16:51,859 - mmcls - INFO - Epoch [29][60/586]	lr: 6.250e-02, eta: 0:22:41, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5599, top-1: 81.4844, top-5: 95.2344
2023-02-02 23:16:52,809 - mmcls - INFO - Epoch [29][70/586]	lr: 6.250e-02, eta: 0:22:40, time: 0.095, data_time: 0.003, memory: 2815, loss: 0.5583, top-1: 81.1914, top-5: 95.1562
2023-02-02 23:16:53,351 - mmcls - INFO - Epoch [29][80/586]	lr: 6.250e-02, eta: 0:22:38, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.5257, top-1: 82.4805, top-5: 95.5469
2023-02-02 23:16:53,865 - mmcls - INFO - Epoch [29][90/586]	lr: 6.250e-02, eta: 0:22:37, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5425, top-1: 81.7969, top-5: 95.5469
2023-02-02 23:16:55,035 - mmcls - INFO - Epoch [29][100/586]	lr: 6.250e-02, eta: 0:22:36, time: 0.112, data_time: 0.003, memory: 2815, loss: 0.5237, top-1: 82.7148, top-5: 95.6055
2023-02-02 23:16:55,622 - mmcls - INFO - Epoch [29][110/586]	lr: 6.250e-02, eta: 0:22:34, time: 0.064, data_time: 0.008, memory: 2815, loss: 0.5336, top-1: 81.6602, top-5: 95.5664
2023-02-02 23:16:56,154 - mmcls - INFO - Epoch [29][120/586]	lr: 6.250e-02, eta: 0:22:33, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5666, top-1: 81.1719, top-5: 94.8633
2023-02-02 23:16:57,074 - mmcls - INFO - Epoch [29][130/586]	lr: 6.250e-02, eta: 0:22:32, time: 0.085, data_time: 0.001, memory: 2815, loss: 0.5559, top-1: 81.5039, top-5: 95.0195
2023-02-02 23:16:57,983 - mmcls - INFO - Epoch [29][140/586]	lr: 6.250e-02, eta: 0:22:31, time: 0.097, data_time: 0.008, memory: 2815, loss: 0.5328, top-1: 82.3047, top-5: 95.5664
2023-02-02 23:16:58,481 - mmcls - INFO - Epoch [29][150/586]	lr: 6.250e-02, eta: 0:22:29, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5033, top-1: 82.5391, top-5: 96.2305
2023-02-02 23:16:59,345 - mmcls - INFO - Epoch [29][160/586]	lr: 6.250e-02, eta: 0:22:28, time: 0.080, data_time: 0.003, memory: 2815, loss: 0.5503, top-1: 81.6406, top-5: 95.1953
2023-02-02 23:17:00,227 - mmcls - INFO - Epoch [29][170/586]	lr: 6.250e-02, eta: 0:22:27, time: 0.095, data_time: 0.009, memory: 2815, loss: 0.5644, top-1: 81.2305, top-5: 95.3320
2023-02-02 23:17:00,744 - mmcls - INFO - Epoch [29][180/586]	lr: 6.250e-02, eta: 0:22:25, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5265, top-1: 82.2266, top-5: 95.7031
2023-02-02 23:17:01,294 - mmcls - INFO - Epoch [29][190/586]	lr: 6.250e-02, eta: 0:22:24, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5566, top-1: 81.7383, top-5: 95.1172
2023-02-02 23:17:02,241 - mmcls - INFO - Epoch [29][200/586]	lr: 6.250e-02, eta: 0:22:23, time: 0.098, data_time: 0.006, memory: 2815, loss: 0.5344, top-1: 82.0898, top-5: 95.5469
2023-02-02 23:17:02,740 - mmcls - INFO - Epoch [29][210/586]	lr: 6.250e-02, eta: 0:22:21, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.5350, top-1: 82.3438, top-5: 95.7031
2023-02-02 23:17:03,272 - mmcls - INFO - Epoch [29][220/586]	lr: 6.250e-02, eta: 0:22:20, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5551, top-1: 81.9922, top-5: 95.0000
2023-02-02 23:17:04,410 - mmcls - INFO - Epoch [29][230/586]	lr: 6.250e-02, eta: 0:22:19, time: 0.112, data_time: 0.003, memory: 2815, loss: 0.5444, top-1: 82.0117, top-5: 95.3320
2023-02-02 23:17:04,936 - mmcls - INFO - Epoch [29][240/586]	lr: 6.250e-02, eta: 0:22:17, time: 0.054, data_time: 0.004, memory: 2815, loss: 0.5404, top-1: 82.0508, top-5: 95.4883
2023-02-02 23:17:05,456 - mmcls - INFO - Epoch [29][250/586]	lr: 6.250e-02, eta: 0:22:16, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5485, top-1: 82.5781, top-5: 95.2344
2023-02-02 23:17:06,528 - mmcls - INFO - Epoch [29][260/586]	lr: 6.250e-02, eta: 0:22:15, time: 0.100, data_time: 0.002, memory: 2815, loss: 0.5678, top-1: 81.4648, top-5: 94.9609
2023-02-02 23:17:07,282 - mmcls - INFO - Epoch [29][270/586]	lr: 6.250e-02, eta: 0:22:13, time: 0.082, data_time: 0.009, memory: 2815, loss: 0.5376, top-1: 82.4023, top-5: 95.0781
2023-02-02 23:17:07,787 - mmcls - INFO - Epoch [29][280/586]	lr: 6.250e-02, eta: 0:22:12, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5394, top-1: 82.3828, top-5: 95.1172
2023-02-02 23:17:08,562 - mmcls - INFO - Epoch [29][290/586]	lr: 6.250e-02, eta: 0:22:11, time: 0.072, data_time: 0.002, memory: 2815, loss: 0.5257, top-1: 82.5977, top-5: 95.6641
2023-02-02 23:17:09,639 - mmcls - INFO - Epoch [29][300/586]	lr: 6.250e-02, eta: 0:22:10, time: 0.113, data_time: 0.007, memory: 2815, loss: 0.5207, top-1: 82.3828, top-5: 95.4883
2023-02-02 23:17:10,139 - mmcls - INFO - Epoch [29][310/586]	lr: 6.250e-02, eta: 0:22:08, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5326, top-1: 82.6172, top-5: 95.0000
2023-02-02 23:17:10,666 - mmcls - INFO - Epoch [29][320/586]	lr: 6.250e-02, eta: 0:22:07, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5607, top-1: 82.1094, top-5: 95.0000
2023-02-02 23:17:11,666 - mmcls - INFO - Epoch [29][330/586]	lr: 6.250e-02, eta: 0:22:06, time: 0.100, data_time: 0.003, memory: 2815, loss: 0.5245, top-1: 82.7539, top-5: 95.6836
2023-02-02 23:17:12,183 - mmcls - INFO - Epoch [29][340/586]	lr: 6.250e-02, eta: 0:22:04, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5379, top-1: 81.8750, top-5: 95.5078
2023-02-02 23:17:12,762 - mmcls - INFO - Epoch [29][350/586]	lr: 6.250e-02, eta: 0:22:03, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.5471, top-1: 82.4023, top-5: 95.1953
2023-02-02 23:17:13,822 - mmcls - INFO - Epoch [29][360/586]	lr: 6.250e-02, eta: 0:22:02, time: 0.110, data_time: 0.007, memory: 2815, loss: 0.5363, top-1: 82.3242, top-5: 95.4297
2023-02-02 23:17:14,359 - mmcls - INFO - Epoch [29][370/586]	lr: 6.250e-02, eta: 0:22:00, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.5295, top-1: 82.1875, top-5: 95.4688
2023-02-02 23:17:14,970 - mmcls - INFO - Epoch [29][380/586]	lr: 6.250e-02, eta: 0:21:59, time: 0.057, data_time: 0.002, memory: 2815, loss: 0.5291, top-1: 82.6367, top-5: 95.4102
2023-02-02 23:17:16,071 - mmcls - INFO - Epoch [29][390/586]	lr: 6.250e-02, eta: 0:21:58, time: 0.114, data_time: 0.006, memory: 2815, loss: 0.5143, top-1: 82.6172, top-5: 95.8594
2023-02-02 23:17:16,624 - mmcls - INFO - Epoch [29][400/586]	lr: 6.250e-02, eta: 0:21:56, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.5493, top-1: 81.4453, top-5: 95.5664
2023-02-02 23:17:17,142 - mmcls - INFO - Epoch [29][410/586]	lr: 6.250e-02, eta: 0:21:55, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5241, top-1: 82.4414, top-5: 95.3320
2023-02-02 23:17:18,346 - mmcls - INFO - Epoch [29][420/586]	lr: 6.250e-02, eta: 0:21:54, time: 0.117, data_time: 0.002, memory: 2815, loss: 0.5707, top-1: 81.1133, top-5: 94.8438
2023-02-02 23:17:18,855 - mmcls - INFO - Epoch [29][430/586]	lr: 6.250e-02, eta: 0:21:53, time: 0.055, data_time: 0.006, memory: 2815, loss: 0.5591, top-1: 81.7969, top-5: 95.1562
2023-02-02 23:17:19,384 - mmcls - INFO - Epoch [29][440/586]	lr: 6.250e-02, eta: 0:21:51, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5215, top-1: 82.7930, top-5: 95.6836
2023-02-02 23:17:20,435 - mmcls - INFO - Epoch [29][450/586]	lr: 6.250e-02, eta: 0:21:50, time: 0.100, data_time: 0.002, memory: 2815, loss: 0.5284, top-1: 82.8125, top-5: 95.3320
2023-02-02 23:17:21,184 - mmcls - INFO - Epoch [29][460/586]	lr: 6.250e-02, eta: 0:21:49, time: 0.080, data_time: 0.008, memory: 2815, loss: 0.5361, top-1: 82.0508, top-5: 95.4102
2023-02-02 23:17:21,691 - mmcls - INFO - Epoch [29][470/586]	lr: 6.250e-02, eta: 0:21:47, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5176, top-1: 82.9883, top-5: 95.3516
2023-02-02 23:17:22,447 - mmcls - INFO - Epoch [29][480/586]	lr: 6.250e-02, eta: 0:21:46, time: 0.071, data_time: 0.003, memory: 2815, loss: 0.5147, top-1: 82.5195, top-5: 95.8789
2023-02-02 23:17:23,413 - mmcls - INFO - Epoch [29][490/586]	lr: 6.250e-02, eta: 0:21:45, time: 0.101, data_time: 0.007, memory: 2815, loss: 0.5587, top-1: 81.9336, top-5: 95.1953
2023-02-02 23:17:23,910 - mmcls - INFO - Epoch [29][500/586]	lr: 6.250e-02, eta: 0:21:43, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5546, top-1: 81.7969, top-5: 95.0586
2023-02-02 23:17:24,638 - mmcls - INFO - Epoch [29][510/586]	lr: 6.250e-02, eta: 0:21:42, time: 0.070, data_time: 0.002, memory: 2815, loss: 0.5866, top-1: 80.7812, top-5: 94.4531
2023-02-02 23:17:25,617 - mmcls - INFO - Epoch [29][520/586]	lr: 6.250e-02, eta: 0:21:41, time: 0.101, data_time: 0.005, memory: 2815, loss: 0.5533, top-1: 81.3477, top-5: 95.1758
2023-02-02 23:17:26,118 - mmcls - INFO - Epoch [29][530/586]	lr: 6.250e-02, eta: 0:21:40, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.5311, top-1: 82.7734, top-5: 95.3906
2023-02-02 23:17:26,655 - mmcls - INFO - Epoch [29][540/586]	lr: 6.250e-02, eta: 0:21:38, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5640, top-1: 81.5625, top-5: 94.9805
2023-02-02 23:17:27,882 - mmcls - INFO - Epoch [29][550/586]	lr: 6.250e-02, eta: 0:21:37, time: 0.118, data_time: 0.003, memory: 2815, loss: 0.5092, top-1: 83.3594, top-5: 95.7422
2023-02-02 23:17:28,505 - mmcls - INFO - Epoch [29][560/586]	lr: 6.250e-02, eta: 0:21:36, time: 0.068, data_time: 0.008, memory: 2815, loss: 0.5616, top-1: 81.6211, top-5: 95.1758
2023-02-02 23:17:29,045 - mmcls - INFO - Epoch [29][570/586]	lr: 6.250e-02, eta: 0:21:34, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.5468, top-1: 82.0508, top-5: 95.1562
2023-02-02 23:17:29,570 - mmcls - INFO - Epoch [29][580/586]	lr: 6.250e-02, eta: 0:21:33, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.5284, top-1: 82.2656, top-5: 95.6055
2023-02-02 23:17:30,148 - mmcls - INFO - Saving checkpoint at 29 epochs
2023-02-02 23:17:32,866 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:17:32,867 - mmcls - INFO - Epoch(val) [29][12]	acc: 75.1500
2023-02-02 23:17:35,953 - mmcls - INFO - Epoch [30][10/586]	lr: 6.250e-02, eta: 0:21:32, time: 0.303, data_time: 0.226, memory: 2815, loss: 0.5498, top-1: 82.3242, top-5: 94.8438
2023-02-02 23:17:36,868 - mmcls - INFO - Epoch [30][20/586]	lr: 6.250e-02, eta: 0:21:31, time: 0.095, data_time: 0.006, memory: 2815, loss: 0.5066, top-1: 83.2031, top-5: 95.4102
2023-02-02 23:17:37,379 - mmcls - INFO - Epoch [30][30/586]	lr: 6.250e-02, eta: 0:21:30, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5353, top-1: 82.3047, top-5: 95.2539
2023-02-02 23:17:38,139 - mmcls - INFO - Epoch [30][40/586]	lr: 6.250e-02, eta: 0:21:28, time: 0.072, data_time: 0.003, memory: 2815, loss: 0.5380, top-1: 82.5000, top-5: 95.2539
2023-02-02 23:17:39,122 - mmcls - INFO - Epoch [30][50/586]	lr: 6.250e-02, eta: 0:21:27, time: 0.103, data_time: 0.007, memory: 2815, loss: 0.5022, top-1: 83.0859, top-5: 95.9570
2023-02-02 23:17:39,643 - mmcls - INFO - Epoch [30][60/586]	lr: 6.250e-02, eta: 0:21:26, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5113, top-1: 83.1445, top-5: 95.6836
2023-02-02 23:17:40,442 - mmcls - INFO - Epoch [30][70/586]	lr: 6.250e-02, eta: 0:21:25, time: 0.075, data_time: 0.003, memory: 2815, loss: 0.5185, top-1: 82.9883, top-5: 95.5859
2023-02-02 23:17:41,473 - mmcls - INFO - Epoch [30][80/586]	lr: 6.250e-02, eta: 0:21:24, time: 0.108, data_time: 0.007, memory: 2815, loss: 0.5073, top-1: 82.6367, top-5: 95.9375
2023-02-02 23:17:41,981 - mmcls - INFO - Epoch [30][90/586]	lr: 6.250e-02, eta: 0:21:22, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5202, top-1: 83.0664, top-5: 95.5469
2023-02-02 23:17:42,703 - mmcls - INFO - Epoch [30][100/586]	lr: 6.250e-02, eta: 0:21:21, time: 0.067, data_time: 0.002, memory: 2815, loss: 0.5167, top-1: 82.6562, top-5: 95.9180
2023-02-02 23:17:43,754 - mmcls - INFO - Epoch [30][110/586]	lr: 6.250e-02, eta: 0:21:20, time: 0.110, data_time: 0.007, memory: 2815, loss: 0.5396, top-1: 82.5391, top-5: 95.1953
2023-02-02 23:17:44,253 - mmcls - INFO - Epoch [30][120/586]	lr: 6.250e-02, eta: 0:21:18, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5332, top-1: 82.1680, top-5: 95.3320
2023-02-02 23:17:45,068 - mmcls - INFO - Epoch [30][130/586]	lr: 6.250e-02, eta: 0:21:17, time: 0.076, data_time: 0.002, memory: 2815, loss: 0.5275, top-1: 82.4805, top-5: 95.4297
2023-02-02 23:17:46,249 - mmcls - INFO - Epoch [30][140/586]	lr: 6.250e-02, eta: 0:21:16, time: 0.120, data_time: 0.007, memory: 2815, loss: 0.5539, top-1: 81.7383, top-5: 95.3516
2023-02-02 23:17:46,737 - mmcls - INFO - Epoch [30][150/586]	lr: 6.250e-02, eta: 0:21:15, time: 0.052, data_time: 0.006, memory: 2815, loss: 0.5464, top-1: 80.8984, top-5: 95.4688
2023-02-02 23:17:47,257 - mmcls - INFO - Epoch [30][160/586]	lr: 6.250e-02, eta: 0:21:13, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5093, top-1: 83.2422, top-5: 95.8789
2023-02-02 23:17:48,219 - mmcls - INFO - Epoch [30][170/586]	lr: 6.250e-02, eta: 0:21:12, time: 0.091, data_time: 0.002, memory: 2815, loss: 0.5533, top-1: 81.5039, top-5: 95.5078
2023-02-02 23:17:48,859 - mmcls - INFO - Epoch [30][180/586]	lr: 6.250e-02, eta: 0:21:11, time: 0.069, data_time: 0.008, memory: 2815, loss: 0.5775, top-1: 81.5820, top-5: 94.8828
2023-02-02 23:17:49,390 - mmcls - INFO - Epoch [30][190/586]	lr: 6.250e-02, eta: 0:21:10, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.5565, top-1: 81.2695, top-5: 95.1953
2023-02-02 23:17:50,279 - mmcls - INFO - Epoch [30][200/586]	lr: 6.250e-02, eta: 0:21:08, time: 0.083, data_time: 0.002, memory: 2815, loss: 0.5217, top-1: 83.1055, top-5: 95.2930
2023-02-02 23:17:50,950 - mmcls - INFO - Epoch [30][210/586]	lr: 6.250e-02, eta: 0:21:07, time: 0.073, data_time: 0.008, memory: 2815, loss: 0.5147, top-1: 82.6367, top-5: 95.9766
2023-02-02 23:17:51,496 - mmcls - INFO - Epoch [30][220/586]	lr: 6.250e-02, eta: 0:21:06, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.4834, top-1: 83.7695, top-5: 96.0156
2023-02-02 23:17:52,625 - mmcls - INFO - Epoch [30][230/586]	lr: 6.250e-02, eta: 0:21:05, time: 0.109, data_time: 0.003, memory: 2815, loss: 0.5361, top-1: 82.3047, top-5: 95.5859
2023-02-02 23:17:53,248 - mmcls - INFO - Epoch [30][240/586]	lr: 6.250e-02, eta: 0:21:03, time: 0.067, data_time: 0.007, memory: 2815, loss: 0.5472, top-1: 82.0312, top-5: 95.1953
2023-02-02 23:17:53,760 - mmcls - INFO - Epoch [30][250/586]	lr: 6.250e-02, eta: 0:21:02, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5470, top-1: 82.0508, top-5: 94.9414
2023-02-02 23:17:54,719 - mmcls - INFO - Epoch [30][260/586]	lr: 6.250e-02, eta: 0:21:01, time: 0.090, data_time: 0.002, memory: 2815, loss: 0.5251, top-1: 82.6562, top-5: 95.5469
2023-02-02 23:17:55,550 - mmcls - INFO - Epoch [30][270/586]	lr: 6.250e-02, eta: 0:21:00, time: 0.088, data_time: 0.008, memory: 2815, loss: 0.5512, top-1: 81.8359, top-5: 95.2344
2023-02-02 23:17:56,060 - mmcls - INFO - Epoch [30][280/586]	lr: 6.250e-02, eta: 0:20:58, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.5337, top-1: 82.3828, top-5: 95.3125
2023-02-02 23:17:57,157 - mmcls - INFO - Epoch [30][290/586]	lr: 6.250e-02, eta: 0:20:57, time: 0.104, data_time: 0.002, memory: 2815, loss: 0.5431, top-1: 82.1289, top-5: 94.8828
2023-02-02 23:17:57,834 - mmcls - INFO - Epoch [30][300/586]	lr: 6.250e-02, eta: 0:20:56, time: 0.073, data_time: 0.008, memory: 2815, loss: 0.5727, top-1: 81.1133, top-5: 94.9023
2023-02-02 23:17:58,406 - mmcls - INFO - Epoch [30][310/586]	lr: 6.250e-02, eta: 0:20:54, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.5323, top-1: 82.7148, top-5: 95.6836
2023-02-02 23:17:59,614 - mmcls - INFO - Epoch [30][320/586]	lr: 6.250e-02, eta: 0:20:54, time: 0.120, data_time: 0.006, memory: 2815, loss: 0.5244, top-1: 82.7734, top-5: 95.1367
2023-02-02 23:18:00,208 - mmcls - INFO - Epoch [30][330/586]	lr: 6.250e-02, eta: 0:20:52, time: 0.064, data_time: 0.007, memory: 2815, loss: 0.5382, top-1: 82.4414, top-5: 95.3711
2023-02-02 23:18:00,725 - mmcls - INFO - Epoch [30][340/586]	lr: 6.250e-02, eta: 0:20:51, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.5159, top-1: 82.7148, top-5: 95.6250
2023-02-02 23:18:01,710 - mmcls - INFO - Epoch [30][350/586]	lr: 6.250e-02, eta: 0:20:50, time: 0.093, data_time: 0.002, memory: 2815, loss: 0.5348, top-1: 82.6562, top-5: 95.2344
2023-02-02 23:18:02,372 - mmcls - INFO - Epoch [30][360/586]	lr: 6.250e-02, eta: 0:20:48, time: 0.071, data_time: 0.008, memory: 2815, loss: 0.5013, top-1: 83.7695, top-5: 95.4492
2023-02-02 23:18:02,863 - mmcls - INFO - Epoch [30][370/586]	lr: 6.250e-02, eta: 0:20:47, time: 0.049, data_time: 0.003, memory: 2815, loss: 0.5321, top-1: 82.3242, top-5: 95.4492
2023-02-02 23:18:03,557 - mmcls - INFO - Epoch [30][380/586]	lr: 6.250e-02, eta: 0:20:46, time: 0.064, data_time: 0.002, memory: 2815, loss: 0.5217, top-1: 83.2031, top-5: 95.0781
2023-02-02 23:18:04,548 - mmcls - INFO - Epoch [30][390/586]	lr: 6.250e-02, eta: 0:20:45, time: 0.104, data_time: 0.008, memory: 2815, loss: 0.5507, top-1: 81.3477, top-5: 95.0977
2023-02-02 23:18:05,033 - mmcls - INFO - Epoch [30][400/586]	lr: 6.250e-02, eta: 0:20:43, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.5508, top-1: 81.5039, top-5: 95.1562
2023-02-02 23:18:05,837 - mmcls - INFO - Epoch [30][410/586]	lr: 6.250e-02, eta: 0:20:42, time: 0.076, data_time: 0.003, memory: 2815, loss: 0.5440, top-1: 81.9141, top-5: 95.2734
2023-02-02 23:18:06,730 - mmcls - INFO - Epoch [30][420/586]	lr: 6.250e-02, eta: 0:20:41, time: 0.094, data_time: 0.008, memory: 2815, loss: 0.5186, top-1: 82.8711, top-5: 95.4492
2023-02-02 23:18:07,230 - mmcls - INFO - Epoch [30][430/586]	lr: 6.250e-02, eta: 0:20:39, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.5457, top-1: 82.0117, top-5: 95.2930
2023-02-02 23:18:08,019 - mmcls - INFO - Epoch [30][440/586]	lr: 6.250e-02, eta: 0:20:38, time: 0.074, data_time: 0.002, memory: 2815, loss: 0.5482, top-1: 82.0117, top-5: 95.5078
2023-02-02 23:18:09,294 - mmcls - INFO - Epoch [30][450/586]	lr: 6.250e-02, eta: 0:20:37, time: 0.127, data_time: 0.007, memory: 2815, loss: 0.5380, top-1: 81.8945, top-5: 95.5664
2023-02-02 23:18:09,839 - mmcls - INFO - Epoch [30][460/586]	lr: 6.250e-02, eta: 0:20:36, time: 0.060, data_time: 0.007, memory: 2815, loss: 0.5460, top-1: 81.8359, top-5: 95.3711
2023-02-02 23:18:10,387 - mmcls - INFO - Epoch [30][470/586]	lr: 6.250e-02, eta: 0:20:35, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.5318, top-1: 83.0664, top-5: 95.2148
2023-02-02 23:18:11,404 - mmcls - INFO - Epoch [30][480/586]	lr: 6.250e-02, eta: 0:20:33, time: 0.097, data_time: 0.002, memory: 2815, loss: 0.5006, top-1: 82.8125, top-5: 96.0547
2023-02-02 23:18:11,903 - mmcls - INFO - Epoch [30][490/586]	lr: 6.250e-02, eta: 0:20:32, time: 0.055, data_time: 0.007, memory: 2815, loss: 0.5329, top-1: 81.7578, top-5: 95.4102
2023-02-02 23:18:12,522 - mmcls - INFO - Epoch [30][500/586]	lr: 6.250e-02, eta: 0:20:31, time: 0.058, data_time: 0.002, memory: 2815, loss: 0.5382, top-1: 81.9727, top-5: 95.1172
2023-02-02 23:18:13,703 - mmcls - INFO - Epoch [30][510/586]	lr: 6.250e-02, eta: 0:20:30, time: 0.118, data_time: 0.006, memory: 2815, loss: 0.5457, top-1: 82.2070, top-5: 95.1367
2023-02-02 23:18:14,290 - mmcls - INFO - Epoch [30][520/586]	lr: 6.250e-02, eta: 0:20:28, time: 0.061, data_time: 0.006, memory: 2815, loss: 0.5198, top-1: 82.6172, top-5: 95.5469
2023-02-02 23:18:14,832 - mmcls - INFO - Epoch [30][530/586]	lr: 6.250e-02, eta: 0:20:27, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.5145, top-1: 82.8320, top-5: 95.6445
2023-02-02 23:18:15,873 - mmcls - INFO - Epoch [30][540/586]	lr: 6.250e-02, eta: 0:20:26, time: 0.099, data_time: 0.003, memory: 2815, loss: 0.5258, top-1: 82.2656, top-5: 95.5469
2023-02-02 23:18:16,472 - mmcls - INFO - Epoch [30][550/586]	lr: 6.250e-02, eta: 0:20:25, time: 0.064, data_time: 0.007, memory: 2815, loss: 0.5361, top-1: 82.4219, top-5: 95.4102
2023-02-02 23:18:17,001 - mmcls - INFO - Epoch [30][560/586]	lr: 6.250e-02, eta: 0:20:23, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.5706, top-1: 81.4648, top-5: 95.0195
2023-02-02 23:18:18,121 - mmcls - INFO - Epoch [30][570/586]	lr: 6.250e-02, eta: 0:20:22, time: 0.112, data_time: 0.004, memory: 2815, loss: 0.5270, top-1: 82.7344, top-5: 95.5273
2023-02-02 23:18:18,598 - mmcls - INFO - Epoch [30][580/586]	lr: 6.250e-02, eta: 0:20:21, time: 0.049, data_time: 0.004, memory: 2815, loss: 0.5605, top-1: 81.8359, top-5: 94.9414
2023-02-02 23:18:18,855 - mmcls - INFO - Saving checkpoint at 30 epochs
2023-02-02 23:18:21,662 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:18:21,663 - mmcls - INFO - Epoch(val) [30][12]	acc: 75.9667
2023-02-02 23:18:24,968 - mmcls - INFO - Epoch [31][10/586]	lr: 1.562e-02, eta: 0:20:20, time: 0.328, data_time: 0.218, memory: 2815, loss: 0.4738, top-1: 84.4141, top-5: 96.1328
2023-02-02 23:18:25,476 - mmcls - INFO - Epoch [31][20/586]	lr: 1.562e-02, eta: 0:20:19, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.4111, top-1: 86.3086, top-5: 96.5430
2023-02-02 23:18:26,283 - mmcls - INFO - Epoch [31][30/586]	lr: 1.562e-02, eta: 0:20:18, time: 0.076, data_time: 0.003, memory: 2815, loss: 0.3852, top-1: 87.1289, top-5: 96.6992
2023-02-02 23:18:27,354 - mmcls - INFO - Epoch [31][40/586]	lr: 1.562e-02, eta: 0:20:17, time: 0.112, data_time: 0.007, memory: 2815, loss: 0.3880, top-1: 86.8164, top-5: 96.8555
2023-02-02 23:18:27,873 - mmcls - INFO - Epoch [31][50/586]	lr: 1.562e-02, eta: 0:20:15, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.3643, top-1: 88.0273, top-5: 96.8945
2023-02-02 23:18:28,666 - mmcls - INFO - Epoch [31][60/586]	lr: 1.562e-02, eta: 0:20:14, time: 0.074, data_time: 0.002, memory: 2815, loss: 0.3529, top-1: 88.5938, top-5: 97.1484
2023-02-02 23:18:29,536 - mmcls - INFO - Epoch [31][70/586]	lr: 1.562e-02, eta: 0:20:13, time: 0.092, data_time: 0.008, memory: 2815, loss: 0.3299, top-1: 89.0039, top-5: 97.1484
2023-02-02 23:18:30,063 - mmcls - INFO - Epoch [31][80/586]	lr: 1.562e-02, eta: 0:20:12, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.3351, top-1: 89.5508, top-5: 96.9141
2023-02-02 23:18:30,901 - mmcls - INFO - Epoch [31][90/586]	lr: 1.562e-02, eta: 0:20:10, time: 0.079, data_time: 0.003, memory: 2815, loss: 0.3324, top-1: 89.1992, top-5: 97.1875
2023-02-02 23:18:31,888 - mmcls - INFO - Epoch [31][100/586]	lr: 1.562e-02, eta: 0:20:09, time: 0.103, data_time: 0.007, memory: 2815, loss: 0.3377, top-1: 89.0430, top-5: 97.2266
2023-02-02 23:18:32,431 - mmcls - INFO - Epoch [31][110/586]	lr: 1.562e-02, eta: 0:20:08, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.3128, top-1: 90.0391, top-5: 97.3828
2023-02-02 23:18:33,158 - mmcls - INFO - Epoch [31][120/586]	lr: 1.562e-02, eta: 0:20:07, time: 0.069, data_time: 0.002, memory: 2815, loss: 0.3163, top-1: 89.8047, top-5: 97.3047
2023-02-02 23:18:34,133 - mmcls - INFO - Epoch [31][130/586]	lr: 1.562e-02, eta: 0:20:06, time: 0.101, data_time: 0.006, memory: 2815, loss: 0.3233, top-1: 89.0430, top-5: 97.3047
2023-02-02 23:18:34,640 - mmcls - INFO - Epoch [31][140/586]	lr: 1.562e-02, eta: 0:20:04, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.3295, top-1: 89.5117, top-5: 97.1289
2023-02-02 23:18:35,435 - mmcls - INFO - Epoch [31][150/586]	lr: 1.562e-02, eta: 0:20:03, time: 0.074, data_time: 0.003, memory: 2815, loss: 0.3083, top-1: 89.3945, top-5: 97.5391
2023-02-02 23:18:36,486 - mmcls - INFO - Epoch [31][160/586]	lr: 1.562e-02, eta: 0:20:02, time: 0.110, data_time: 0.008, memory: 2815, loss: 0.3085, top-1: 90.0977, top-5: 97.4023
2023-02-02 23:18:37,025 - mmcls - INFO - Epoch [31][170/586]	lr: 1.562e-02, eta: 0:20:01, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.3049, top-1: 89.7656, top-5: 97.4023
2023-02-02 23:18:37,770 - mmcls - INFO - Epoch [31][180/586]	lr: 1.562e-02, eta: 0:19:59, time: 0.071, data_time: 0.003, memory: 2815, loss: 0.3090, top-1: 89.5703, top-5: 97.5195
2023-02-02 23:18:38,665 - mmcls - INFO - Epoch [31][190/586]	lr: 1.562e-02, eta: 0:19:58, time: 0.093, data_time: 0.007, memory: 2815, loss: 0.3093, top-1: 89.4727, top-5: 97.5781
2023-02-02 23:18:39,231 - mmcls - INFO - Epoch [31][200/586]	lr: 1.562e-02, eta: 0:19:57, time: 0.057, data_time: 0.003, memory: 2815, loss: 0.3146, top-1: 89.6094, top-5: 96.9727
2023-02-02 23:18:39,733 - mmcls - INFO - Epoch [31][210/586]	lr: 1.562e-02, eta: 0:19:55, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.3095, top-1: 89.5898, top-5: 97.4414
2023-02-02 23:18:40,875 - mmcls - INFO - Epoch [31][220/586]	lr: 1.562e-02, eta: 0:19:54, time: 0.107, data_time: 0.002, memory: 2815, loss: 0.3301, top-1: 89.2578, top-5: 97.3047
2023-02-02 23:18:41,855 - mmcls - INFO - Epoch [31][230/586]	lr: 1.562e-02, eta: 0:19:53, time: 0.105, data_time: 0.010, memory: 2815, loss: 0.2954, top-1: 90.0781, top-5: 97.6562
2023-02-02 23:18:42,354 - mmcls - INFO - Epoch [31][240/586]	lr: 1.562e-02, eta: 0:19:52, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.2675, top-1: 90.9180, top-5: 97.8125
2023-02-02 23:18:43,151 - mmcls - INFO - Epoch [31][250/586]	lr: 1.562e-02, eta: 0:19:51, time: 0.075, data_time: 0.003, memory: 2815, loss: 0.3098, top-1: 89.9219, top-5: 97.3438
2023-02-02 23:18:44,226 - mmcls - INFO - Epoch [31][260/586]	lr: 1.562e-02, eta: 0:19:50, time: 0.113, data_time: 0.008, memory: 2815, loss: 0.3028, top-1: 90.1562, top-5: 97.2266
2023-02-02 23:18:44,744 - mmcls - INFO - Epoch [31][270/586]	lr: 1.562e-02, eta: 0:19:48, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2807, top-1: 90.5469, top-5: 97.5977
2023-02-02 23:18:45,372 - mmcls - INFO - Epoch [31][280/586]	lr: 1.562e-02, eta: 0:19:47, time: 0.058, data_time: 0.002, memory: 2815, loss: 0.3047, top-1: 89.5703, top-5: 97.4219
2023-02-02 23:18:46,400 - mmcls - INFO - Epoch [31][290/586]	lr: 1.562e-02, eta: 0:19:46, time: 0.106, data_time: 0.006, memory: 2815, loss: 0.2657, top-1: 90.8789, top-5: 98.0664
2023-02-02 23:18:46,920 - mmcls - INFO - Epoch [31][300/586]	lr: 1.562e-02, eta: 0:19:45, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.2869, top-1: 90.2734, top-5: 97.7148
2023-02-02 23:18:47,698 - mmcls - INFO - Epoch [31][310/586]	lr: 1.562e-02, eta: 0:19:44, time: 0.075, data_time: 0.002, memory: 2815, loss: 0.3009, top-1: 89.7852, top-5: 97.5586
2023-02-02 23:18:48,864 - mmcls - INFO - Epoch [31][320/586]	lr: 1.562e-02, eta: 0:19:43, time: 0.120, data_time: 0.005, memory: 2815, loss: 0.3031, top-1: 89.8633, top-5: 97.5586
2023-02-02 23:18:49,400 - mmcls - INFO - Epoch [31][330/586]	lr: 1.562e-02, eta: 0:19:41, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.2776, top-1: 90.8203, top-5: 97.7344
2023-02-02 23:18:50,105 - mmcls - INFO - Epoch [31][340/586]	lr: 1.562e-02, eta: 0:19:40, time: 0.066, data_time: 0.003, memory: 2815, loss: 0.2721, top-1: 90.8398, top-5: 97.4023
2023-02-02 23:18:51,268 - mmcls - INFO - Epoch [31][350/586]	lr: 1.562e-02, eta: 0:19:39, time: 0.121, data_time: 0.007, memory: 2815, loss: 0.2718, top-1: 90.4492, top-5: 98.0273
2023-02-02 23:18:51,763 - mmcls - INFO - Epoch [31][360/586]	lr: 1.562e-02, eta: 0:19:38, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.3040, top-1: 89.8828, top-5: 97.6172
2023-02-02 23:18:52,470 - mmcls - INFO - Epoch [31][370/586]	lr: 1.562e-02, eta: 0:19:36, time: 0.066, data_time: 0.003, memory: 2815, loss: 0.2912, top-1: 90.6445, top-5: 98.0664
2023-02-02 23:18:53,442 - mmcls - INFO - Epoch [31][380/586]	lr: 1.562e-02, eta: 0:19:35, time: 0.102, data_time: 0.007, memory: 2815, loss: 0.2779, top-1: 90.6445, top-5: 97.8711
2023-02-02 23:18:53,983 - mmcls - INFO - Epoch [31][390/586]	lr: 1.562e-02, eta: 0:19:34, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2724, top-1: 90.8984, top-5: 97.7148
2023-02-02 23:18:54,512 - mmcls - INFO - Epoch [31][400/586]	lr: 1.562e-02, eta: 0:19:33, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.3052, top-1: 89.8633, top-5: 97.2852
2023-02-02 23:18:55,620 - mmcls - INFO - Epoch [31][410/586]	lr: 1.562e-02, eta: 0:19:32, time: 0.105, data_time: 0.002, memory: 2815, loss: 0.2807, top-1: 91.2891, top-5: 97.6172
2023-02-02 23:18:56,274 - mmcls - INFO - Epoch [31][420/586]	lr: 1.562e-02, eta: 0:19:30, time: 0.070, data_time: 0.008, memory: 2815, loss: 0.2858, top-1: 90.1758, top-5: 97.8516
2023-02-02 23:18:56,904 - mmcls - INFO - Epoch [31][430/586]	lr: 1.562e-02, eta: 0:19:29, time: 0.059, data_time: 0.003, memory: 2815, loss: 0.2839, top-1: 90.4297, top-5: 97.7344
2023-02-02 23:18:57,828 - mmcls - INFO - Epoch [31][440/586]	lr: 1.562e-02, eta: 0:19:28, time: 0.096, data_time: 0.006, memory: 2815, loss: 0.2785, top-1: 90.8203, top-5: 97.6367
2023-02-02 23:18:58,348 - mmcls - INFO - Epoch [31][450/586]	lr: 1.562e-02, eta: 0:19:27, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.2809, top-1: 91.1133, top-5: 97.6758
2023-02-02 23:18:58,897 - mmcls - INFO - Epoch [31][460/586]	lr: 1.562e-02, eta: 0:19:25, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.2786, top-1: 90.5469, top-5: 97.5586
2023-02-02 23:18:59,927 - mmcls - INFO - Epoch [31][470/586]	lr: 1.562e-02, eta: 0:19:24, time: 0.098, data_time: 0.003, memory: 2815, loss: 0.2767, top-1: 90.1367, top-5: 97.7734
2023-02-02 23:19:00,427 - mmcls - INFO - Epoch [31][480/586]	lr: 1.562e-02, eta: 0:19:23, time: 0.056, data_time: 0.008, memory: 2815, loss: 0.2792, top-1: 90.2344, top-5: 98.0273
2023-02-02 23:19:01,006 - mmcls - INFO - Epoch [31][490/586]	lr: 1.562e-02, eta: 0:19:22, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.3020, top-1: 90.6641, top-5: 97.2266
2023-02-02 23:19:02,194 - mmcls - INFO - Epoch [31][500/586]	lr: 1.562e-02, eta: 0:19:21, time: 0.122, data_time: 0.005, memory: 2815, loss: 0.2729, top-1: 90.8984, top-5: 97.8125
2023-02-02 23:19:02,701 - mmcls - INFO - Epoch [31][510/586]	lr: 1.562e-02, eta: 0:19:19, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.2711, top-1: 90.9766, top-5: 97.5977
2023-02-02 23:19:03,484 - mmcls - INFO - Epoch [31][520/586]	lr: 1.562e-02, eta: 0:19:18, time: 0.073, data_time: 0.002, memory: 2815, loss: 0.2781, top-1: 90.7031, top-5: 97.8906
2023-02-02 23:19:04,478 - mmcls - INFO - Epoch [31][530/586]	lr: 1.562e-02, eta: 0:19:17, time: 0.105, data_time: 0.008, memory: 2815, loss: 0.2661, top-1: 91.1914, top-5: 97.7930
2023-02-02 23:19:04,985 - mmcls - INFO - Epoch [31][540/586]	lr: 1.562e-02, eta: 0:19:16, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.2605, top-1: 91.1914, top-5: 97.7930
2023-02-02 23:19:05,503 - mmcls - INFO - Epoch [31][550/586]	lr: 1.562e-02, eta: 0:19:14, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.2777, top-1: 90.6250, top-5: 97.6953
2023-02-02 23:19:06,727 - mmcls - INFO - Epoch [31][560/586]	lr: 1.562e-02, eta: 0:19:13, time: 0.116, data_time: 0.003, memory: 2815, loss: 0.2889, top-1: 90.5273, top-5: 97.6172
2023-02-02 23:19:07,308 - mmcls - INFO - Epoch [31][570/586]	lr: 1.562e-02, eta: 0:19:12, time: 0.065, data_time: 0.010, memory: 2815, loss: 0.2624, top-1: 91.4258, top-5: 97.6562
2023-02-02 23:19:07,784 - mmcls - INFO - Epoch [31][580/586]	lr: 1.562e-02, eta: 0:19:11, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.2972, top-1: 90.1367, top-5: 97.3828
2023-02-02 23:19:08,233 - mmcls - INFO - Saving checkpoint at 31 epochs
2023-02-02 23:19:11,015 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:19:11,029 - mmcls - INFO - The previous best checkpoint /opt/logger/m_imagenet_etf/best_acc_epoch_21.pth was removed
2023-02-02 23:19:11,287 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_31.pth.
2023-02-02 23:19:11,287 - mmcls - INFO - Best acc is 83.2000 at 31 epoch.
2023-02-02 23:19:11,287 - mmcls - INFO - Epoch(val) [31][12]	acc: 83.2000
2023-02-02 23:19:14,063 - mmcls - INFO - Epoch [32][10/586]	lr: 1.562e-02, eta: 0:19:10, time: 0.275, data_time: 0.223, memory: 2815, loss: 0.2613, top-1: 90.9375, top-5: 98.0859
2023-02-02 23:19:14,563 - mmcls - INFO - Epoch [32][20/586]	lr: 1.562e-02, eta: 0:19:08, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.2818, top-1: 90.7227, top-5: 97.4805
2023-02-02 23:19:15,490 - mmcls - INFO - Epoch [32][30/586]	lr: 1.562e-02, eta: 0:19:07, time: 0.090, data_time: 0.003, memory: 2815, loss: 0.2520, top-1: 91.3281, top-5: 98.0859
2023-02-02 23:19:16,175 - mmcls - INFO - Epoch [32][40/586]	lr: 1.562e-02, eta: 0:19:06, time: 0.071, data_time: 0.005, memory: 2815, loss: 0.2782, top-1: 91.0156, top-5: 97.8125
2023-02-02 23:19:16,733 - mmcls - INFO - Epoch [32][50/586]	lr: 1.562e-02, eta: 0:19:05, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.2899, top-1: 90.4297, top-5: 97.4609
2023-02-02 23:19:17,712 - mmcls - INFO - Epoch [32][60/586]	lr: 1.562e-02, eta: 0:19:04, time: 0.093, data_time: 0.003, memory: 2815, loss: 0.2761, top-1: 90.8398, top-5: 97.5977
2023-02-02 23:19:18,497 - mmcls - INFO - Epoch [32][70/586]	lr: 1.562e-02, eta: 0:19:02, time: 0.084, data_time: 0.008, memory: 2815, loss: 0.2654, top-1: 90.9570, top-5: 97.8320
2023-02-02 23:19:19,003 - mmcls - INFO - Epoch [32][80/586]	lr: 1.562e-02, eta: 0:19:01, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.2784, top-1: 90.6641, top-5: 97.4219
2023-02-02 23:19:19,867 - mmcls - INFO - Epoch [32][90/586]	lr: 1.562e-02, eta: 0:19:00, time: 0.082, data_time: 0.003, memory: 2815, loss: 0.2826, top-1: 90.7227, top-5: 97.5586
2023-02-02 23:19:20,637 - mmcls - INFO - Epoch [32][100/586]	lr: 1.562e-02, eta: 0:18:59, time: 0.082, data_time: 0.008, memory: 2815, loss: 0.2617, top-1: 91.0352, top-5: 98.0273
2023-02-02 23:19:21,149 - mmcls - INFO - Epoch [32][110/586]	lr: 1.562e-02, eta: 0:18:57, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.2842, top-1: 90.7812, top-5: 97.4805
2023-02-02 23:19:22,074 - mmcls - INFO - Epoch [32][120/586]	lr: 1.562e-02, eta: 0:18:56, time: 0.088, data_time: 0.002, memory: 2815, loss: 0.2733, top-1: 90.6445, top-5: 97.8711
2023-02-02 23:19:22,850 - mmcls - INFO - Epoch [32][130/586]	lr: 1.562e-02, eta: 0:18:55, time: 0.082, data_time: 0.007, memory: 2815, loss: 0.2765, top-1: 90.6250, top-5: 97.6367
2023-02-02 23:19:23,389 - mmcls - INFO - Epoch [32][140/586]	lr: 1.562e-02, eta: 0:18:54, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.2747, top-1: 90.8984, top-5: 97.6562
2023-02-02 23:19:24,328 - mmcls - INFO - Epoch [32][150/586]	lr: 1.562e-02, eta: 0:18:53, time: 0.089, data_time: 0.002, memory: 2815, loss: 0.2603, top-1: 91.0938, top-5: 97.9492
2023-02-02 23:19:25,185 - mmcls - INFO - Epoch [32][160/586]	lr: 1.562e-02, eta: 0:18:52, time: 0.090, data_time: 0.007, memory: 2815, loss: 0.2760, top-1: 90.8984, top-5: 97.7734
2023-02-02 23:19:25,684 - mmcls - INFO - Epoch [32][170/586]	lr: 1.562e-02, eta: 0:18:50, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2645, top-1: 91.2695, top-5: 97.7539
2023-02-02 23:19:26,377 - mmcls - INFO - Epoch [32][180/586]	lr: 1.562e-02, eta: 0:18:49, time: 0.064, data_time: 0.002, memory: 2815, loss: 0.2739, top-1: 90.7812, top-5: 97.7344
2023-02-02 23:19:27,248 - mmcls - INFO - Epoch [32][190/586]	lr: 1.562e-02, eta: 0:18:48, time: 0.092, data_time: 0.007, memory: 2815, loss: 0.2699, top-1: 91.1523, top-5: 97.6172
2023-02-02 23:19:27,742 - mmcls - INFO - Epoch [32][200/586]	lr: 1.562e-02, eta: 0:18:46, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.2584, top-1: 91.5430, top-5: 97.9102
2023-02-02 23:19:28,669 - mmcls - INFO - Epoch [32][210/586]	lr: 1.562e-02, eta: 0:18:45, time: 0.088, data_time: 0.003, memory: 2815, loss: 0.2693, top-1: 90.9961, top-5: 97.8125
2023-02-02 23:19:29,466 - mmcls - INFO - Epoch [32][220/586]	lr: 1.562e-02, eta: 0:18:44, time: 0.085, data_time: 0.008, memory: 2815, loss: 0.2682, top-1: 91.3086, top-5: 97.8320
2023-02-02 23:19:29,986 - mmcls - INFO - Epoch [32][230/586]	lr: 1.562e-02, eta: 0:18:43, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2774, top-1: 91.0547, top-5: 97.4219
2023-02-02 23:19:30,991 - mmcls - INFO - Epoch [32][240/586]	lr: 1.562e-02, eta: 0:18:42, time: 0.096, data_time: 0.002, memory: 2815, loss: 0.2573, top-1: 91.5430, top-5: 98.1055
2023-02-02 23:19:32,063 - mmcls - INFO - Epoch [32][250/586]	lr: 1.562e-02, eta: 0:18:41, time: 0.112, data_time: 0.007, memory: 2815, loss: 0.2715, top-1: 90.9961, top-5: 97.7734
2023-02-02 23:19:32,587 - mmcls - INFO - Epoch [32][260/586]	lr: 1.562e-02, eta: 0:18:40, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.2557, top-1: 91.8750, top-5: 97.7734
2023-02-02 23:19:33,123 - mmcls - INFO - Epoch [32][270/586]	lr: 1.562e-02, eta: 0:18:38, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2703, top-1: 90.3906, top-5: 97.8711
2023-02-02 23:19:34,237 - mmcls - INFO - Epoch [32][280/586]	lr: 1.562e-02, eta: 0:18:37, time: 0.109, data_time: 0.003, memory: 2815, loss: 0.2618, top-1: 91.1133, top-5: 97.8125
2023-02-02 23:19:34,754 - mmcls - INFO - Epoch [32][290/586]	lr: 1.562e-02, eta: 0:18:36, time: 0.054, data_time: 0.005, memory: 2815, loss: 0.2554, top-1: 91.5234, top-5: 98.1250
2023-02-02 23:19:35,505 - mmcls - INFO - Epoch [32][300/586]	lr: 1.562e-02, eta: 0:18:35, time: 0.071, data_time: 0.002, memory: 2815, loss: 0.2611, top-1: 91.3672, top-5: 97.6172
2023-02-02 23:19:36,491 - mmcls - INFO - Epoch [32][310/586]	lr: 1.562e-02, eta: 0:18:34, time: 0.103, data_time: 0.007, memory: 2815, loss: 0.2472, top-1: 91.6992, top-5: 97.9297
2023-02-02 23:19:36,995 - mmcls - INFO - Epoch [32][320/586]	lr: 1.562e-02, eta: 0:18:32, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.2683, top-1: 91.1328, top-5: 97.8711
2023-02-02 23:19:37,591 - mmcls - INFO - Epoch [32][330/586]	lr: 1.562e-02, eta: 0:18:31, time: 0.057, data_time: 0.002, memory: 2815, loss: 0.2456, top-1: 91.6602, top-5: 98.1641
2023-02-02 23:19:38,535 - mmcls - INFO - Epoch [32][340/586]	lr: 1.562e-02, eta: 0:18:30, time: 0.097, data_time: 0.005, memory: 2815, loss: 0.2736, top-1: 91.0742, top-5: 97.8320
2023-02-02 23:19:39,041 - mmcls - INFO - Epoch [32][350/586]	lr: 1.562e-02, eta: 0:18:29, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.2801, top-1: 90.7617, top-5: 97.6758
2023-02-02 23:19:39,576 - mmcls - INFO - Epoch [32][360/586]	lr: 1.562e-02, eta: 0:18:27, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2770, top-1: 91.2109, top-5: 97.3242
2023-02-02 23:19:40,678 - mmcls - INFO - Epoch [32][370/586]	lr: 1.562e-02, eta: 0:18:26, time: 0.108, data_time: 0.003, memory: 2815, loss: 0.2660, top-1: 91.0547, top-5: 97.7539
2023-02-02 23:19:41,220 - mmcls - INFO - Epoch [32][380/586]	lr: 1.562e-02, eta: 0:18:25, time: 0.057, data_time: 0.005, memory: 2815, loss: 0.2645, top-1: 91.1914, top-5: 97.7930
2023-02-02 23:19:41,740 - mmcls - INFO - Epoch [32][390/586]	lr: 1.562e-02, eta: 0:18:24, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2422, top-1: 91.8164, top-5: 98.1445
2023-02-02 23:19:42,692 - mmcls - INFO - Epoch [32][400/586]	lr: 1.562e-02, eta: 0:18:23, time: 0.090, data_time: 0.002, memory: 2815, loss: 0.2482, top-1: 91.3672, top-5: 98.1641
2023-02-02 23:19:43,551 - mmcls - INFO - Epoch [32][410/586]	lr: 1.562e-02, eta: 0:18:21, time: 0.091, data_time: 0.008, memory: 2815, loss: 0.2574, top-1: 91.4062, top-5: 97.7930
2023-02-02 23:19:44,056 - mmcls - INFO - Epoch [32][420/586]	lr: 1.562e-02, eta: 0:18:20, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.2659, top-1: 91.4453, top-5: 97.6367
2023-02-02 23:19:44,837 - mmcls - INFO - Epoch [32][430/586]	lr: 1.562e-02, eta: 0:18:19, time: 0.073, data_time: 0.003, memory: 2815, loss: 0.2672, top-1: 91.3086, top-5: 97.6758
2023-02-02 23:19:45,841 - mmcls - INFO - Epoch [32][440/586]	lr: 1.562e-02, eta: 0:18:18, time: 0.105, data_time: 0.008, memory: 2815, loss: 0.2550, top-1: 91.8555, top-5: 97.8320
2023-02-02 23:19:46,351 - mmcls - INFO - Epoch [32][450/586]	lr: 1.562e-02, eta: 0:18:17, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2565, top-1: 91.4062, top-5: 97.7148
2023-02-02 23:19:46,899 - mmcls - INFO - Epoch [32][460/586]	lr: 1.562e-02, eta: 0:18:15, time: 0.056, data_time: 0.003, memory: 2815, loss: 0.2852, top-1: 90.6055, top-5: 97.6562
2023-02-02 23:19:47,956 - mmcls - INFO - Epoch [32][470/586]	lr: 1.562e-02, eta: 0:18:14, time: 0.106, data_time: 0.002, memory: 2815, loss: 0.2668, top-1: 91.1914, top-5: 97.7539
2023-02-02 23:19:48,440 - mmcls - INFO - Epoch [32][480/586]	lr: 1.562e-02, eta: 0:18:13, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.2533, top-1: 91.5234, top-5: 98.2617
2023-02-02 23:19:48,947 - mmcls - INFO - Epoch [32][490/586]	lr: 1.562e-02, eta: 0:18:12, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.2601, top-1: 91.2500, top-5: 97.8125
2023-02-02 23:19:49,925 - mmcls - INFO - Epoch [32][500/586]	lr: 1.562e-02, eta: 0:18:11, time: 0.093, data_time: 0.003, memory: 2815, loss: 0.2566, top-1: 91.3672, top-5: 98.1250
2023-02-02 23:19:50,519 - mmcls - INFO - Epoch [32][510/586]	lr: 1.562e-02, eta: 0:18:09, time: 0.064, data_time: 0.008, memory: 2815, loss: 0.2550, top-1: 91.5625, top-5: 97.7734
2023-02-02 23:19:51,026 - mmcls - INFO - Epoch [32][520/586]	lr: 1.562e-02, eta: 0:18:08, time: 0.052, data_time: 0.004, memory: 2815, loss: 0.2659, top-1: 91.3086, top-5: 97.6367
2023-02-02 23:19:52,039 - mmcls - INFO - Epoch [32][530/586]	lr: 1.562e-02, eta: 0:18:07, time: 0.097, data_time: 0.002, memory: 2815, loss: 0.2568, top-1: 91.7383, top-5: 98.0078
2023-02-02 23:19:52,631 - mmcls - INFO - Epoch [32][540/586]	lr: 1.562e-02, eta: 0:18:06, time: 0.063, data_time: 0.006, memory: 2815, loss: 0.2551, top-1: 91.4258, top-5: 97.8516
2023-02-02 23:19:53,199 - mmcls - INFO - Epoch [32][550/586]	lr: 1.562e-02, eta: 0:18:04, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.2553, top-1: 91.5039, top-5: 97.9883
2023-02-02 23:19:54,329 - mmcls - INFO - Epoch [32][560/586]	lr: 1.562e-02, eta: 0:18:03, time: 0.113, data_time: 0.006, memory: 2815, loss: 0.2809, top-1: 90.9961, top-5: 97.5195
2023-02-02 23:19:54,857 - mmcls - INFO - Epoch [32][570/586]	lr: 1.562e-02, eta: 0:18:02, time: 0.056, data_time: 0.006, memory: 2815, loss: 0.2734, top-1: 91.1328, top-5: 97.5977
2023-02-02 23:19:55,326 - mmcls - INFO - Epoch [32][580/586]	lr: 1.562e-02, eta: 0:18:01, time: 0.047, data_time: 0.002, memory: 2815, loss: 0.2658, top-1: 91.2109, top-5: 97.7539
2023-02-02 23:19:55,811 - mmcls - INFO - Saving checkpoint at 32 epochs
2023-02-02 23:19:58,718 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:19:58,733 - mmcls - INFO - The previous best checkpoint /opt/logger/m_imagenet_etf/best_acc_epoch_31.pth was removed
2023-02-02 23:19:58,949 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_32.pth.
2023-02-02 23:19:58,949 - mmcls - INFO - Best acc is 83.3500 at 32 epoch.
2023-02-02 23:19:58,950 - mmcls - INFO - Epoch(val) [32][12]	acc: 83.3500
2023-02-02 23:20:01,713 - mmcls - INFO - Epoch [33][10/586]	lr: 1.562e-02, eta: 0:18:00, time: 0.274, data_time: 0.222, memory: 2815, loss: 0.2333, top-1: 92.1680, top-5: 98.1250
2023-02-02 23:20:02,688 - mmcls - INFO - Epoch [33][20/586]	lr: 1.562e-02, eta: 0:17:59, time: 0.092, data_time: 0.003, memory: 2815, loss: 0.2621, top-1: 91.3086, top-5: 97.8125
2023-02-02 23:20:03,587 - mmcls - INFO - Epoch [33][30/586]	lr: 1.562e-02, eta: 0:17:58, time: 0.095, data_time: 0.008, memory: 2815, loss: 0.2631, top-1: 91.2500, top-5: 97.9102
2023-02-02 23:20:04,201 - mmcls - INFO - Epoch [33][40/586]	lr: 1.562e-02, eta: 0:17:56, time: 0.058, data_time: 0.003, memory: 2815, loss: 0.2738, top-1: 91.0352, top-5: 97.6562
2023-02-02 23:20:05,419 - mmcls - INFO - Epoch [33][50/586]	lr: 1.562e-02, eta: 0:17:55, time: 0.120, data_time: 0.006, memory: 2815, loss: 0.2441, top-1: 91.4258, top-5: 98.1445
2023-02-02 23:20:05,963 - mmcls - INFO - Epoch [33][60/586]	lr: 1.562e-02, eta: 0:17:54, time: 0.060, data_time: 0.009, memory: 2815, loss: 0.2637, top-1: 91.3281, top-5: 97.7344
2023-02-02 23:20:06,729 - mmcls - INFO - Epoch [33][70/586]	lr: 1.562e-02, eta: 0:17:53, time: 0.072, data_time: 0.003, memory: 2815, loss: 0.2627, top-1: 91.3867, top-5: 97.9297
2023-02-02 23:20:07,847 - mmcls - INFO - Epoch [33][80/586]	lr: 1.562e-02, eta: 0:17:52, time: 0.116, data_time: 0.007, memory: 2815, loss: 0.2804, top-1: 90.8594, top-5: 97.7539
2023-02-02 23:20:08,379 - mmcls - INFO - Epoch [33][90/586]	lr: 1.562e-02, eta: 0:17:51, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.2609, top-1: 91.4062, top-5: 97.9883
2023-02-02 23:20:09,295 - mmcls - INFO - Epoch [33][100/586]	lr: 1.562e-02, eta: 0:17:50, time: 0.088, data_time: 0.002, memory: 2815, loss: 0.2562, top-1: 91.4258, top-5: 97.9102
2023-02-02 23:20:10,468 - mmcls - INFO - Epoch [33][110/586]	lr: 1.562e-02, eta: 0:17:49, time: 0.121, data_time: 0.006, memory: 2815, loss: 0.2461, top-1: 91.9141, top-5: 98.1055
2023-02-02 23:20:10,961 - mmcls - INFO - Epoch [33][120/586]	lr: 1.562e-02, eta: 0:17:47, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.2423, top-1: 91.8750, top-5: 98.2031
2023-02-02 23:20:11,952 - mmcls - INFO - Epoch [33][130/586]	lr: 1.562e-02, eta: 0:17:46, time: 0.094, data_time: 0.003, memory: 2815, loss: 0.2503, top-1: 91.3672, top-5: 98.0273
2023-02-02 23:20:12,661 - mmcls - INFO - Epoch [33][140/586]	lr: 1.562e-02, eta: 0:17:45, time: 0.076, data_time: 0.008, memory: 2815, loss: 0.2501, top-1: 91.5039, top-5: 98.0078
2023-02-02 23:20:13,186 - mmcls - INFO - Epoch [33][150/586]	lr: 1.562e-02, eta: 0:17:44, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2562, top-1: 91.4062, top-5: 97.9297
2023-02-02 23:20:14,126 - mmcls - INFO - Epoch [33][160/586]	lr: 1.562e-02, eta: 0:17:43, time: 0.089, data_time: 0.002, memory: 2815, loss: 0.2462, top-1: 91.7969, top-5: 98.0664
2023-02-02 23:20:14,937 - mmcls - INFO - Epoch [33][170/586]	lr: 1.562e-02, eta: 0:17:42, time: 0.086, data_time: 0.007, memory: 2815, loss: 0.2565, top-1: 91.5625, top-5: 97.7344
2023-02-02 23:20:15,435 - mmcls - INFO - Epoch [33][180/586]	lr: 1.562e-02, eta: 0:17:40, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.2670, top-1: 90.9766, top-5: 97.8320
2023-02-02 23:20:16,258 - mmcls - INFO - Epoch [33][190/586]	lr: 1.562e-02, eta: 0:17:39, time: 0.077, data_time: 0.003, memory: 2815, loss: 0.2628, top-1: 91.6016, top-5: 97.8516
2023-02-02 23:20:17,046 - mmcls - INFO - Epoch [33][200/586]	lr: 1.562e-02, eta: 0:17:38, time: 0.084, data_time: 0.007, memory: 2815, loss: 0.2673, top-1: 91.1523, top-5: 97.8711
2023-02-02 23:20:17,550 - mmcls - INFO - Epoch [33][210/586]	lr: 1.562e-02, eta: 0:17:37, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.2571, top-1: 91.3477, top-5: 97.7930
2023-02-02 23:20:18,625 - mmcls - INFO - Epoch [33][220/586]	lr: 1.562e-02, eta: 0:17:36, time: 0.102, data_time: 0.003, memory: 2815, loss: 0.2455, top-1: 91.8945, top-5: 98.0859
2023-02-02 23:20:19,518 - mmcls - INFO - Epoch [33][230/586]	lr: 1.562e-02, eta: 0:17:35, time: 0.095, data_time: 0.008, memory: 2815, loss: 0.2542, top-1: 91.4453, top-5: 97.7930
2023-02-02 23:20:20,029 - mmcls - INFO - Epoch [33][240/586]	lr: 1.562e-02, eta: 0:17:33, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.2412, top-1: 91.6211, top-5: 98.1836
2023-02-02 23:20:20,979 - mmcls - INFO - Epoch [33][250/586]	lr: 1.562e-02, eta: 0:17:32, time: 0.090, data_time: 0.003, memory: 2815, loss: 0.2633, top-1: 91.3477, top-5: 97.8125
2023-02-02 23:20:21,947 - mmcls - INFO - Epoch [33][260/586]	lr: 1.562e-02, eta: 0:17:31, time: 0.102, data_time: 0.008, memory: 2815, loss: 0.2591, top-1: 90.9570, top-5: 97.8320
2023-02-02 23:20:22,467 - mmcls - INFO - Epoch [33][270/586]	lr: 1.562e-02, eta: 0:17:30, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2577, top-1: 91.4844, top-5: 98.0469
2023-02-02 23:20:23,297 - mmcls - INFO - Epoch [33][280/586]	lr: 1.562e-02, eta: 0:17:29, time: 0.079, data_time: 0.003, memory: 2815, loss: 0.2516, top-1: 91.6016, top-5: 98.1055
2023-02-02 23:20:24,254 - mmcls - INFO - Epoch [33][290/586]	lr: 1.562e-02, eta: 0:17:28, time: 0.100, data_time: 0.007, memory: 2815, loss: 0.2546, top-1: 91.6992, top-5: 97.9688
2023-02-02 23:20:24,770 - mmcls - INFO - Epoch [33][300/586]	lr: 1.562e-02, eta: 0:17:26, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.2755, top-1: 91.1328, top-5: 97.6758
2023-02-02 23:20:25,499 - mmcls - INFO - Epoch [33][310/586]	lr: 1.562e-02, eta: 0:17:25, time: 0.069, data_time: 0.003, memory: 2815, loss: 0.2531, top-1: 91.9141, top-5: 97.9883
2023-02-02 23:20:26,710 - mmcls - INFO - Epoch [33][320/586]	lr: 1.562e-02, eta: 0:17:24, time: 0.126, data_time: 0.007, memory: 2815, loss: 0.2714, top-1: 91.0156, top-5: 97.7539
2023-02-02 23:20:27,212 - mmcls - INFO - Epoch [33][330/586]	lr: 1.562e-02, eta: 0:17:23, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.2744, top-1: 90.9961, top-5: 97.5000
2023-02-02 23:20:27,744 - mmcls - INFO - Epoch [33][340/586]	lr: 1.562e-02, eta: 0:17:22, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.2560, top-1: 91.5039, top-5: 98.0469
2023-02-02 23:20:28,824 - mmcls - INFO - Epoch [33][350/586]	lr: 1.562e-02, eta: 0:17:21, time: 0.108, data_time: 0.003, memory: 2815, loss: 0.2419, top-1: 91.7969, top-5: 98.1445
2023-02-02 23:20:29,326 - mmcls - INFO - Epoch [33][360/586]	lr: 1.562e-02, eta: 0:17:19, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.2608, top-1: 91.6992, top-5: 97.9102
2023-02-02 23:20:30,008 - mmcls - INFO - Epoch [33][370/586]	lr: 1.562e-02, eta: 0:17:18, time: 0.064, data_time: 0.002, memory: 2815, loss: 0.2551, top-1: 91.4062, top-5: 97.8125
2023-02-02 23:20:31,130 - mmcls - INFO - Epoch [33][380/586]	lr: 1.562e-02, eta: 0:17:17, time: 0.113, data_time: 0.006, memory: 2815, loss: 0.2755, top-1: 90.4688, top-5: 97.8906
2023-02-02 23:20:31,682 - mmcls - INFO - Epoch [33][390/586]	lr: 1.562e-02, eta: 0:17:16, time: 0.059, data_time: 0.005, memory: 2815, loss: 0.2421, top-1: 91.8945, top-5: 98.0469
2023-02-02 23:20:32,241 - mmcls - INFO - Epoch [33][400/586]	lr: 1.562e-02, eta: 0:17:15, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.2540, top-1: 91.3477, top-5: 97.9102
2023-02-02 23:20:33,283 - mmcls - INFO - Epoch [33][410/586]	lr: 1.562e-02, eta: 0:17:14, time: 0.100, data_time: 0.003, memory: 2815, loss: 0.2498, top-1: 91.9141, top-5: 97.9883
2023-02-02 23:20:33,857 - mmcls - INFO - Epoch [33][420/586]	lr: 1.562e-02, eta: 0:17:13, time: 0.062, data_time: 0.007, memory: 2815, loss: 0.2521, top-1: 91.2891, top-5: 98.1250
2023-02-02 23:20:34,363 - mmcls - INFO - Epoch [33][430/586]	lr: 1.562e-02, eta: 0:17:11, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2537, top-1: 91.5820, top-5: 98.0664
2023-02-02 23:20:35,353 - mmcls - INFO - Epoch [33][440/586]	lr: 1.562e-02, eta: 0:17:10, time: 0.094, data_time: 0.003, memory: 2815, loss: 0.2484, top-1: 91.6211, top-5: 97.8516
2023-02-02 23:20:36,155 - mmcls - INFO - Epoch [33][450/586]	lr: 1.562e-02, eta: 0:17:09, time: 0.085, data_time: 0.008, memory: 2815, loss: 0.2473, top-1: 91.5625, top-5: 97.7930
2023-02-02 23:20:36,683 - mmcls - INFO - Epoch [33][460/586]	lr: 1.562e-02, eta: 0:17:08, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.2380, top-1: 92.2070, top-5: 98.2812
2023-02-02 23:20:37,217 - mmcls - INFO - Epoch [33][470/586]	lr: 1.562e-02, eta: 0:17:07, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2460, top-1: 91.7773, top-5: 97.9102
2023-02-02 23:20:37,746 - mmcls - INFO - Epoch [33][480/586]	lr: 1.562e-02, eta: 0:17:05, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2588, top-1: 91.3672, top-5: 97.7734
2023-02-02 23:20:38,672 - mmcls - INFO - Epoch [33][490/586]	lr: 1.562e-02, eta: 0:17:04, time: 0.088, data_time: 0.002, memory: 2815, loss: 0.2514, top-1: 91.4453, top-5: 98.0859
2023-02-02 23:20:39,155 - mmcls - INFO - Epoch [33][500/586]	lr: 1.562e-02, eta: 0:17:03, time: 0.052, data_time: 0.006, memory: 2815, loss: 0.2506, top-1: 91.6406, top-5: 97.8906
2023-02-02 23:20:39,666 - mmcls - INFO - Epoch [33][510/586]	lr: 1.562e-02, eta: 0:17:02, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2426, top-1: 91.7773, top-5: 98.1445
2023-02-02 23:20:40,504 - mmcls - INFO - Epoch [33][520/586]	lr: 1.562e-02, eta: 0:17:00, time: 0.078, data_time: 0.002, memory: 2815, loss: 0.2281, top-1: 92.3242, top-5: 98.1055
2023-02-02 23:20:41,206 - mmcls - INFO - Epoch [33][530/586]	lr: 1.562e-02, eta: 0:16:59, time: 0.076, data_time: 0.008, memory: 2815, loss: 0.2348, top-1: 92.0703, top-5: 98.1250
2023-02-02 23:20:41,743 - mmcls - INFO - Epoch [33][540/586]	lr: 1.562e-02, eta: 0:16:58, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2502, top-1: 91.5820, top-5: 97.9492
2023-02-02 23:20:42,687 - mmcls - INFO - Epoch [33][550/586]	lr: 1.562e-02, eta: 0:16:57, time: 0.095, data_time: 0.003, memory: 2815, loss: 0.2542, top-1: 91.2305, top-5: 97.9492
2023-02-02 23:20:43,231 - mmcls - INFO - Epoch [33][560/586]	lr: 1.562e-02, eta: 0:16:56, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.2485, top-1: 91.5430, top-5: 98.0859
2023-02-02 23:20:43,751 - mmcls - INFO - Epoch [33][570/586]	lr: 1.562e-02, eta: 0:16:54, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2334, top-1: 92.1680, top-5: 98.2227
2023-02-02 23:20:44,654 - mmcls - INFO - Epoch [33][580/586]	lr: 1.562e-02, eta: 0:16:53, time: 0.087, data_time: 0.003, memory: 2815, loss: 0.2364, top-1: 92.0117, top-5: 98.1836
2023-02-02 23:20:45,270 - mmcls - INFO - Saving checkpoint at 33 epochs
2023-02-02 23:20:48,018 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:20:48,019 - mmcls - INFO - Epoch(val) [33][12]	acc: 82.5000
2023-02-02 23:20:51,417 - mmcls - INFO - Epoch [34][10/586]	lr: 1.562e-02, eta: 0:16:53, time: 0.332, data_time: 0.220, memory: 2815, loss: 0.2520, top-1: 91.7773, top-5: 97.9883
2023-02-02 23:20:52,152 - mmcls - INFO - Epoch [34][20/586]	lr: 1.562e-02, eta: 0:16:51, time: 0.079, data_time: 0.008, memory: 2815, loss: 0.2450, top-1: 91.7383, top-5: 98.1641
2023-02-02 23:20:52,675 - mmcls - INFO - Epoch [34][30/586]	lr: 1.562e-02, eta: 0:16:50, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2445, top-1: 91.9922, top-5: 97.8906
2023-02-02 23:20:53,531 - mmcls - INFO - Epoch [34][40/586]	lr: 1.562e-02, eta: 0:16:49, time: 0.082, data_time: 0.003, memory: 2815, loss: 0.2448, top-1: 91.9922, top-5: 97.8711
2023-02-02 23:20:54,392 - mmcls - INFO - Epoch [34][50/586]	lr: 1.562e-02, eta: 0:16:48, time: 0.090, data_time: 0.007, memory: 2815, loss: 0.2364, top-1: 91.9141, top-5: 98.1250
2023-02-02 23:20:54,905 - mmcls - INFO - Epoch [34][60/586]	lr: 1.562e-02, eta: 0:16:47, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2676, top-1: 91.1133, top-5: 97.7734
2023-02-02 23:20:55,474 - mmcls - INFO - Epoch [34][70/586]	lr: 1.562e-02, eta: 0:16:45, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.2386, top-1: 91.6016, top-5: 98.1250
2023-02-02 23:20:56,486 - mmcls - INFO - Epoch [34][80/586]	lr: 1.562e-02, eta: 0:16:44, time: 0.103, data_time: 0.005, memory: 2815, loss: 0.2444, top-1: 91.5625, top-5: 98.1445
2023-02-02 23:20:56,989 - mmcls - INFO - Epoch [34][90/586]	lr: 1.562e-02, eta: 0:16:43, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2284, top-1: 92.0117, top-5: 98.3008
2023-02-02 23:20:57,636 - mmcls - INFO - Epoch [34][100/586]	lr: 1.562e-02, eta: 0:16:42, time: 0.060, data_time: 0.002, memory: 2815, loss: 0.2445, top-1: 91.8359, top-5: 98.1250
2023-02-02 23:20:58,826 - mmcls - INFO - Epoch [34][110/586]	lr: 1.562e-02, eta: 0:16:41, time: 0.122, data_time: 0.007, memory: 2815, loss: 0.2334, top-1: 92.0312, top-5: 98.3398
2023-02-02 23:20:59,337 - mmcls - INFO - Epoch [34][120/586]	lr: 1.562e-02, eta: 0:16:40, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2496, top-1: 91.7969, top-5: 97.7930
2023-02-02 23:20:59,874 - mmcls - INFO - Epoch [34][130/586]	lr: 1.562e-02, eta: 0:16:39, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.2484, top-1: 91.6602, top-5: 98.1445
2023-02-02 23:21:00,900 - mmcls - INFO - Epoch [34][140/586]	lr: 1.562e-02, eta: 0:16:37, time: 0.102, data_time: 0.002, memory: 2815, loss: 0.2363, top-1: 92.3242, top-5: 98.0859
2023-02-02 23:21:01,425 - mmcls - INFO - Epoch [34][150/586]	lr: 1.562e-02, eta: 0:16:36, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2449, top-1: 91.6992, top-5: 98.1836
2023-02-02 23:21:01,947 - mmcls - INFO - Epoch [34][160/586]	lr: 1.562e-02, eta: 0:16:35, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2503, top-1: 92.0117, top-5: 97.7148
2023-02-02 23:21:03,048 - mmcls - INFO - Epoch [34][170/586]	lr: 1.562e-02, eta: 0:16:34, time: 0.110, data_time: 0.003, memory: 2815, loss: 0.2496, top-1: 91.6992, top-5: 98.1836
2023-02-02 23:21:03,572 - mmcls - INFO - Epoch [34][180/586]	lr: 1.562e-02, eta: 0:16:33, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.2438, top-1: 91.5430, top-5: 98.0078
2023-02-02 23:21:04,141 - mmcls - INFO - Epoch [34][190/586]	lr: 1.562e-02, eta: 0:16:31, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2568, top-1: 91.4258, top-5: 97.8711
2023-02-02 23:21:05,310 - mmcls - INFO - Epoch [34][200/586]	lr: 1.562e-02, eta: 0:16:31, time: 0.120, data_time: 0.006, memory: 2815, loss: 0.2744, top-1: 91.0938, top-5: 97.5391
2023-02-02 23:21:05,821 - mmcls - INFO - Epoch [34][210/586]	lr: 1.562e-02, eta: 0:16:29, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2680, top-1: 90.9570, top-5: 97.9102
2023-02-02 23:21:06,372 - mmcls - INFO - Epoch [34][220/586]	lr: 1.562e-02, eta: 0:16:28, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.2404, top-1: 91.4453, top-5: 98.1836
2023-02-02 23:21:07,328 - mmcls - INFO - Epoch [34][230/586]	lr: 1.562e-02, eta: 0:16:27, time: 0.097, data_time: 0.004, memory: 2815, loss: 0.2558, top-1: 91.2500, top-5: 97.5781
2023-02-02 23:21:07,853 - mmcls - INFO - Epoch [34][240/586]	lr: 1.562e-02, eta: 0:16:26, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2499, top-1: 91.8359, top-5: 98.0664
2023-02-02 23:21:08,394 - mmcls - INFO - Epoch [34][250/586]	lr: 1.562e-02, eta: 0:16:24, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.2349, top-1: 91.7188, top-5: 98.2812
2023-02-02 23:21:09,081 - mmcls - INFO - Epoch [34][260/586]	lr: 1.562e-02, eta: 0:16:23, time: 0.063, data_time: 0.003, memory: 2815, loss: 0.2416, top-1: 92.0703, top-5: 98.1055
2023-02-02 23:21:10,040 - mmcls - INFO - Epoch [34][270/586]	lr: 1.562e-02, eta: 0:16:22, time: 0.101, data_time: 0.008, memory: 2815, loss: 0.2229, top-1: 92.2461, top-5: 98.4375
2023-02-02 23:21:10,535 - mmcls - INFO - Epoch [34][280/586]	lr: 1.562e-02, eta: 0:16:21, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2274, top-1: 91.7773, top-5: 98.2812
2023-02-02 23:21:11,083 - mmcls - INFO - Epoch [34][290/586]	lr: 1.562e-02, eta: 0:16:20, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2583, top-1: 91.2109, top-5: 98.0273
2023-02-02 23:21:12,162 - mmcls - INFO - Epoch [34][300/586]	lr: 1.562e-02, eta: 0:16:19, time: 0.109, data_time: 0.003, memory: 2815, loss: 0.2492, top-1: 91.6406, top-5: 98.0859
2023-02-02 23:21:12,682 - mmcls - INFO - Epoch [34][310/586]	lr: 1.562e-02, eta: 0:16:18, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2391, top-1: 91.7969, top-5: 98.0664
2023-02-02 23:21:13,358 - mmcls - INFO - Epoch [34][320/586]	lr: 1.562e-02, eta: 0:16:16, time: 0.063, data_time: 0.002, memory: 2815, loss: 0.2315, top-1: 92.1289, top-5: 98.1836
2023-02-02 23:21:14,622 - mmcls - INFO - Epoch [34][330/586]	lr: 1.562e-02, eta: 0:16:15, time: 0.128, data_time: 0.007, memory: 2815, loss: 0.2422, top-1: 91.5625, top-5: 98.1836
2023-02-02 23:21:15,126 - mmcls - INFO - Epoch [34][340/586]	lr: 1.562e-02, eta: 0:16:14, time: 0.054, data_time: 0.005, memory: 2815, loss: 0.2700, top-1: 91.0156, top-5: 97.8125
2023-02-02 23:21:15,662 - mmcls - INFO - Epoch [34][350/586]	lr: 1.562e-02, eta: 0:16:13, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2368, top-1: 92.0508, top-5: 98.2031
2023-02-02 23:21:16,840 - mmcls - INFO - Epoch [34][360/586]	lr: 1.562e-02, eta: 0:16:12, time: 0.118, data_time: 0.002, memory: 2815, loss: 0.2493, top-1: 91.5625, top-5: 97.8906
2023-02-02 23:21:17,360 - mmcls - INFO - Epoch [34][370/586]	lr: 1.562e-02, eta: 0:16:11, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2350, top-1: 92.2266, top-5: 98.0664
2023-02-02 23:21:17,874 - mmcls - INFO - Epoch [34][380/586]	lr: 1.562e-02, eta: 0:16:10, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2490, top-1: 91.8945, top-5: 97.8320
2023-02-02 23:21:19,105 - mmcls - INFO - Epoch [34][390/586]	lr: 1.562e-02, eta: 0:16:09, time: 0.122, data_time: 0.003, memory: 2815, loss: 0.2409, top-1: 91.9727, top-5: 98.0078
2023-02-02 23:21:19,679 - mmcls - INFO - Epoch [34][400/586]	lr: 1.562e-02, eta: 0:16:07, time: 0.059, data_time: 0.004, memory: 2815, loss: 0.2426, top-1: 91.9727, top-5: 97.8711
2023-02-02 23:21:20,268 - mmcls - INFO - Epoch [34][410/586]	lr: 1.562e-02, eta: 0:16:06, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.2562, top-1: 91.4648, top-5: 97.8516
2023-02-02 23:21:21,474 - mmcls - INFO - Epoch [34][420/586]	lr: 1.562e-02, eta: 0:16:05, time: 0.118, data_time: 0.005, memory: 2815, loss: 0.2614, top-1: 91.3477, top-5: 97.8516
2023-02-02 23:21:22,003 - mmcls - INFO - Epoch [34][430/586]	lr: 1.562e-02, eta: 0:16:04, time: 0.058, data_time: 0.008, memory: 2815, loss: 0.2487, top-1: 91.8359, top-5: 98.0469
2023-02-02 23:21:22,544 - mmcls - INFO - Epoch [34][440/586]	lr: 1.562e-02, eta: 0:16:03, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.2657, top-1: 91.0352, top-5: 97.8711
2023-02-02 23:21:23,369 - mmcls - INFO - Epoch [34][450/586]	lr: 1.562e-02, eta: 0:16:02, time: 0.078, data_time: 0.002, memory: 2815, loss: 0.2522, top-1: 92.0703, top-5: 97.6953
2023-02-02 23:21:24,152 - mmcls - INFO - Epoch [34][460/586]	lr: 1.562e-02, eta: 0:16:01, time: 0.083, data_time: 0.007, memory: 2815, loss: 0.2513, top-1: 91.5625, top-5: 97.9297
2023-02-02 23:21:24,667 - mmcls - INFO - Epoch [34][470/586]	lr: 1.562e-02, eta: 0:15:59, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2593, top-1: 91.4258, top-5: 97.8320
2023-02-02 23:21:25,482 - mmcls - INFO - Epoch [34][480/586]	lr: 1.562e-02, eta: 0:15:58, time: 0.077, data_time: 0.003, memory: 2815, loss: 0.2498, top-1: 91.7578, top-5: 97.9297
2023-02-02 23:21:26,099 - mmcls - INFO - Epoch [34][490/586]	lr: 1.562e-02, eta: 0:15:57, time: 0.067, data_time: 0.007, memory: 2815, loss: 0.2118, top-1: 92.5000, top-5: 98.7500
2023-02-02 23:21:26,604 - mmcls - INFO - Epoch [34][500/586]	lr: 1.562e-02, eta: 0:15:56, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.2596, top-1: 91.6406, top-5: 97.5586
2023-02-02 23:21:27,494 - mmcls - INFO - Epoch [34][510/586]	lr: 1.562e-02, eta: 0:15:55, time: 0.085, data_time: 0.003, memory: 2815, loss: 0.2289, top-1: 92.3633, top-5: 98.1445
2023-02-02 23:21:28,579 - mmcls - INFO - Epoch [34][520/586]	lr: 1.562e-02, eta: 0:15:54, time: 0.112, data_time: 0.006, memory: 2815, loss: 0.2218, top-1: 92.3633, top-5: 98.2617
2023-02-02 23:21:29,093 - mmcls - INFO - Epoch [34][530/586]	lr: 1.562e-02, eta: 0:15:52, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2404, top-1: 91.8359, top-5: 97.8516
2023-02-02 23:21:29,716 - mmcls - INFO - Epoch [34][540/586]	lr: 1.562e-02, eta: 0:15:51, time: 0.059, data_time: 0.003, memory: 2815, loss: 0.2624, top-1: 91.4844, top-5: 97.6953
2023-02-02 23:21:30,563 - mmcls - INFO - Epoch [34][550/586]	lr: 1.562e-02, eta: 0:15:50, time: 0.089, data_time: 0.007, memory: 2815, loss: 0.2558, top-1: 91.5039, top-5: 97.8906
2023-02-02 23:21:31,085 - mmcls - INFO - Epoch [34][560/586]	lr: 1.562e-02, eta: 0:15:49, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.2516, top-1: 91.4453, top-5: 98.2227
2023-02-02 23:21:31,938 - mmcls - INFO - Epoch [34][570/586]	lr: 1.562e-02, eta: 0:15:48, time: 0.083, data_time: 0.004, memory: 2815, loss: 0.2623, top-1: 91.2695, top-5: 98.0078
2023-02-02 23:21:32,923 - mmcls - INFO - Epoch [34][580/586]	lr: 1.562e-02, eta: 0:15:47, time: 0.103, data_time: 0.006, memory: 2815, loss: 0.2581, top-1: 91.7188, top-5: 97.7539
2023-02-02 23:21:33,201 - mmcls - INFO - Saving checkpoint at 34 epochs
2023-02-02 23:21:35,995 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:21:35,996 - mmcls - INFO - Epoch(val) [34][12]	acc: 81.6667
2023-02-02 23:21:39,268 - mmcls - INFO - Epoch [35][10/586]	lr: 1.562e-02, eta: 0:15:46, time: 0.325, data_time: 0.224, memory: 2815, loss: 0.2567, top-1: 91.4062, top-5: 97.9492
2023-02-02 23:21:39,785 - mmcls - INFO - Epoch [35][20/586]	lr: 1.562e-02, eta: 0:15:45, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2414, top-1: 92.0508, top-5: 98.0078
2023-02-02 23:21:40,366 - mmcls - INFO - Epoch [35][30/586]	lr: 1.562e-02, eta: 0:15:43, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.2409, top-1: 91.8164, top-5: 98.0664
2023-02-02 23:21:41,478 - mmcls - INFO - Epoch [35][40/586]	lr: 1.562e-02, eta: 0:15:43, time: 0.115, data_time: 0.006, memory: 2815, loss: 0.2497, top-1: 91.5234, top-5: 97.9492
2023-02-02 23:21:41,995 - mmcls - INFO - Epoch [35][50/586]	lr: 1.562e-02, eta: 0:15:41, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.2335, top-1: 92.0898, top-5: 97.9492
2023-02-02 23:21:42,656 - mmcls - INFO - Epoch [35][60/586]	lr: 1.562e-02, eta: 0:15:40, time: 0.063, data_time: 0.003, memory: 2815, loss: 0.2411, top-1: 92.0508, top-5: 98.1250
2023-02-02 23:21:43,721 - mmcls - INFO - Epoch [35][70/586]	lr: 1.562e-02, eta: 0:15:39, time: 0.109, data_time: 0.005, memory: 2815, loss: 0.2575, top-1: 91.5234, top-5: 97.9102
2023-02-02 23:21:44,221 - mmcls - INFO - Epoch [35][80/586]	lr: 1.562e-02, eta: 0:15:38, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2475, top-1: 92.0703, top-5: 98.0859
2023-02-02 23:21:44,748 - mmcls - INFO - Epoch [35][90/586]	lr: 1.562e-02, eta: 0:15:37, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.2536, top-1: 91.5820, top-5: 97.9883
2023-02-02 23:21:45,666 - mmcls - INFO - Epoch [35][100/586]	lr: 1.562e-02, eta: 0:15:36, time: 0.088, data_time: 0.002, memory: 2815, loss: 0.2500, top-1: 91.6211, top-5: 98.0078
2023-02-02 23:21:46,283 - mmcls - INFO - Epoch [35][110/586]	lr: 1.562e-02, eta: 0:15:34, time: 0.066, data_time: 0.007, memory: 2815, loss: 0.2440, top-1: 91.6406, top-5: 98.1641
2023-02-02 23:21:46,807 - mmcls - INFO - Epoch [35][120/586]	lr: 1.562e-02, eta: 0:15:33, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2283, top-1: 92.3242, top-5: 98.2227
2023-02-02 23:21:47,689 - mmcls - INFO - Epoch [35][130/586]	lr: 1.562e-02, eta: 0:15:32, time: 0.082, data_time: 0.002, memory: 2815, loss: 0.2649, top-1: 91.0352, top-5: 97.9688
2023-02-02 23:21:48,435 - mmcls - INFO - Epoch [35][140/586]	lr: 1.562e-02, eta: 0:15:31, time: 0.080, data_time: 0.008, memory: 2815, loss: 0.2523, top-1: 91.7188, top-5: 98.1641
2023-02-02 23:21:48,983 - mmcls - INFO - Epoch [35][150/586]	lr: 1.562e-02, eta: 0:15:30, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.2505, top-1: 91.6992, top-5: 98.0469
2023-02-02 23:21:49,791 - mmcls - INFO - Epoch [35][160/586]	lr: 1.562e-02, eta: 0:15:29, time: 0.075, data_time: 0.002, memory: 2815, loss: 0.2504, top-1: 91.4648, top-5: 97.9297
2023-02-02 23:21:50,598 - mmcls - INFO - Epoch [35][170/586]	lr: 1.562e-02, eta: 0:15:28, time: 0.086, data_time: 0.008, memory: 2815, loss: 0.2394, top-1: 92.3828, top-5: 98.0078
2023-02-02 23:21:51,130 - mmcls - INFO - Epoch [35][180/586]	lr: 1.562e-02, eta: 0:15:26, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2520, top-1: 91.8750, top-5: 98.0469
2023-02-02 23:21:51,840 - mmcls - INFO - Epoch [35][190/586]	lr: 1.562e-02, eta: 0:15:25, time: 0.067, data_time: 0.004, memory: 2815, loss: 0.2457, top-1: 91.5234, top-5: 97.9688
2023-02-02 23:21:52,859 - mmcls - INFO - Epoch [35][200/586]	lr: 1.562e-02, eta: 0:15:24, time: 0.107, data_time: 0.008, memory: 2815, loss: 0.2484, top-1: 91.4844, top-5: 98.0273
2023-02-02 23:21:53,383 - mmcls - INFO - Epoch [35][210/586]	lr: 1.562e-02, eta: 0:15:23, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2559, top-1: 91.3672, top-5: 98.2422
2023-02-02 23:21:53,899 - mmcls - INFO - Epoch [35][220/586]	lr: 1.562e-02, eta: 0:15:22, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2567, top-1: 91.7969, top-5: 97.7344
2023-02-02 23:21:55,011 - mmcls - INFO - Epoch [35][230/586]	lr: 1.562e-02, eta: 0:15:21, time: 0.107, data_time: 0.003, memory: 2815, loss: 0.2588, top-1: 90.9570, top-5: 98.0078
2023-02-02 23:21:55,536 - mmcls - INFO - Epoch [35][240/586]	lr: 1.562e-02, eta: 0:15:20, time: 0.056, data_time: 0.007, memory: 2815, loss: 0.2489, top-1: 91.6797, top-5: 98.1055
2023-02-02 23:21:56,052 - mmcls - INFO - Epoch [35][250/586]	lr: 1.562e-02, eta: 0:15:18, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2397, top-1: 92.4219, top-5: 97.8320
2023-02-02 23:21:57,131 - mmcls - INFO - Epoch [35][260/586]	lr: 1.562e-02, eta: 0:15:17, time: 0.104, data_time: 0.002, memory: 2815, loss: 0.2318, top-1: 92.3438, top-5: 98.2227
2023-02-02 23:21:57,668 - mmcls - INFO - Epoch [35][270/586]	lr: 1.562e-02, eta: 0:15:16, time: 0.058, data_time: 0.007, memory: 2815, loss: 0.2251, top-1: 92.4023, top-5: 98.2227
2023-02-02 23:21:58,184 - mmcls - INFO - Epoch [35][280/586]	lr: 1.562e-02, eta: 0:15:15, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2468, top-1: 91.9336, top-5: 97.9883
2023-02-02 23:21:59,236 - mmcls - INFO - Epoch [35][290/586]	lr: 1.562e-02, eta: 0:15:14, time: 0.100, data_time: 0.002, memory: 2815, loss: 0.2348, top-1: 92.1289, top-5: 98.0859
2023-02-02 23:21:59,928 - mmcls - INFO - Epoch [35][300/586]	lr: 1.562e-02, eta: 0:15:13, time: 0.075, data_time: 0.008, memory: 2815, loss: 0.2606, top-1: 91.3281, top-5: 97.9297
2023-02-02 23:22:00,441 - mmcls - INFO - Epoch [35][310/586]	lr: 1.562e-02, eta: 0:15:12, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.2505, top-1: 91.4844, top-5: 98.0469
2023-02-02 23:22:01,297 - mmcls - INFO - Epoch [35][320/586]	lr: 1.562e-02, eta: 0:15:10, time: 0.080, data_time: 0.003, memory: 2815, loss: 0.2418, top-1: 91.9922, top-5: 98.0273
2023-02-02 23:22:01,918 - mmcls - INFO - Epoch [35][330/586]	lr: 1.562e-02, eta: 0:15:09, time: 0.068, data_time: 0.008, memory: 2815, loss: 0.2435, top-1: 92.0312, top-5: 98.1445
2023-02-02 23:22:02,434 - mmcls - INFO - Epoch [35][340/586]	lr: 1.562e-02, eta: 0:15:08, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2528, top-1: 91.5234, top-5: 97.9492
2023-02-02 23:22:03,097 - mmcls - INFO - Epoch [35][350/586]	lr: 1.562e-02, eta: 0:15:07, time: 0.061, data_time: 0.002, memory: 2815, loss: 0.2486, top-1: 91.6797, top-5: 97.8320
2023-02-02 23:22:04,293 - mmcls - INFO - Epoch [35][360/586]	lr: 1.562e-02, eta: 0:15:06, time: 0.123, data_time: 0.007, memory: 2815, loss: 0.2571, top-1: 90.8594, top-5: 98.2812
2023-02-02 23:22:04,826 - mmcls - INFO - Epoch [35][370/586]	lr: 1.562e-02, eta: 0:15:05, time: 0.056, data_time: 0.004, memory: 2815, loss: 0.2291, top-1: 91.9922, top-5: 98.1836
2023-02-02 23:22:05,453 - mmcls - INFO - Epoch [35][380/586]	lr: 1.562e-02, eta: 0:15:04, time: 0.063, data_time: 0.001, memory: 2815, loss: 0.2490, top-1: 91.5625, top-5: 98.0078
2023-02-02 23:22:06,357 - mmcls - INFO - Epoch [35][390/586]	lr: 1.562e-02, eta: 0:15:03, time: 0.089, data_time: 0.001, memory: 2815, loss: 0.2599, top-1: 91.3477, top-5: 97.9492
2023-02-02 23:22:06,883 - mmcls - INFO - Epoch [35][400/586]	lr: 1.562e-02, eta: 0:15:01, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2661, top-1: 91.3477, top-5: 97.8125
2023-02-02 23:22:07,407 - mmcls - INFO - Epoch [35][410/586]	lr: 1.562e-02, eta: 0:15:00, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.2283, top-1: 92.3828, top-5: 98.0859
2023-02-02 23:22:08,166 - mmcls - INFO - Epoch [35][420/586]	lr: 1.562e-02, eta: 0:14:59, time: 0.070, data_time: 0.002, memory: 2815, loss: 0.2343, top-1: 92.0508, top-5: 97.9883
2023-02-02 23:22:08,998 - mmcls - INFO - Epoch [35][430/586]	lr: 1.562e-02, eta: 0:14:58, time: 0.088, data_time: 0.007, memory: 2815, loss: 0.2431, top-1: 91.7188, top-5: 98.1445
2023-02-02 23:22:09,506 - mmcls - INFO - Epoch [35][440/586]	lr: 1.562e-02, eta: 0:14:57, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2493, top-1: 91.8359, top-5: 97.6562
2023-02-02 23:22:10,242 - mmcls - INFO - Epoch [35][450/586]	lr: 1.562e-02, eta: 0:14:56, time: 0.070, data_time: 0.003, memory: 2815, loss: 0.2333, top-1: 91.9922, top-5: 98.3008
2023-02-02 23:22:11,117 - mmcls - INFO - Epoch [35][460/586]	lr: 1.562e-02, eta: 0:14:55, time: 0.091, data_time: 0.007, memory: 2815, loss: 0.2557, top-1: 91.2109, top-5: 97.8711
2023-02-02 23:22:11,624 - mmcls - INFO - Epoch [35][470/586]	lr: 1.562e-02, eta: 0:14:53, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2387, top-1: 91.8555, top-5: 98.0273
2023-02-02 23:22:12,530 - mmcls - INFO - Epoch [35][480/586]	lr: 1.562e-02, eta: 0:14:52, time: 0.085, data_time: 0.002, memory: 2815, loss: 0.2343, top-1: 92.0117, top-5: 98.1250
2023-02-02 23:22:13,439 - mmcls - INFO - Epoch [35][490/586]	lr: 1.562e-02, eta: 0:14:51, time: 0.096, data_time: 0.008, memory: 2815, loss: 0.2462, top-1: 91.7578, top-5: 97.9883
2023-02-02 23:22:13,942 - mmcls - INFO - Epoch [35][500/586]	lr: 1.562e-02, eta: 0:14:50, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.2655, top-1: 91.4258, top-5: 97.7539
2023-02-02 23:22:14,856 - mmcls - INFO - Epoch [35][510/586]	lr: 1.562e-02, eta: 0:14:49, time: 0.086, data_time: 0.002, memory: 2815, loss: 0.2563, top-1: 91.2891, top-5: 98.0664
2023-02-02 23:22:15,557 - mmcls - INFO - Epoch [35][520/586]	lr: 1.562e-02, eta: 0:14:48, time: 0.075, data_time: 0.008, memory: 2815, loss: 0.2588, top-1: 91.1914, top-5: 98.2227
2023-02-02 23:22:16,072 - mmcls - INFO - Epoch [35][530/586]	lr: 1.562e-02, eta: 0:14:47, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2450, top-1: 91.8164, top-5: 97.8906
2023-02-02 23:22:16,821 - mmcls - INFO - Epoch [35][540/586]	lr: 1.562e-02, eta: 0:14:45, time: 0.069, data_time: 0.002, memory: 2815, loss: 0.2677, top-1: 90.9766, top-5: 97.9102
2023-02-02 23:22:18,042 - mmcls - INFO - Epoch [35][550/586]	lr: 1.562e-02, eta: 0:14:45, time: 0.125, data_time: 0.008, memory: 2815, loss: 0.2542, top-1: 91.3281, top-5: 97.8516
2023-02-02 23:22:18,539 - mmcls - INFO - Epoch [35][560/586]	lr: 1.562e-02, eta: 0:14:43, time: 0.052, data_time: 0.004, memory: 2815, loss: 0.2495, top-1: 91.2500, top-5: 98.2227
2023-02-02 23:22:19,082 - mmcls - INFO - Epoch [35][570/586]	lr: 1.562e-02, eta: 0:14:42, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.2421, top-1: 92.0117, top-5: 98.0664
2023-02-02 23:22:19,892 - mmcls - INFO - Epoch [35][580/586]	lr: 1.562e-02, eta: 0:14:41, time: 0.081, data_time: 0.002, memory: 2815, loss: 0.2639, top-1: 91.4062, top-5: 97.7930
2023-02-02 23:22:20,151 - mmcls - INFO - Saving checkpoint at 35 epochs
2023-02-02 23:22:22,864 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:22:22,865 - mmcls - INFO - Epoch(val) [35][12]	acc: 82.5167
2023-02-02 23:22:25,941 - mmcls - INFO - Epoch [36][10/586]	lr: 3.906e-03, eta: 0:14:40, time: 0.300, data_time: 0.222, memory: 2815, loss: 0.2290, top-1: 92.2461, top-5: 98.1250
2023-02-02 23:22:26,977 - mmcls - INFO - Epoch [36][20/586]	lr: 3.906e-03, eta: 0:14:39, time: 0.109, data_time: 0.008, memory: 2815, loss: 0.2419, top-1: 92.1094, top-5: 98.0469
2023-02-02 23:22:27,483 - mmcls - INFO - Epoch [36][30/586]	lr: 3.906e-03, eta: 0:14:38, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.2188, top-1: 93.2422, top-5: 98.2617
2023-02-02 23:22:28,313 - mmcls - INFO - Epoch [36][40/586]	lr: 3.906e-03, eta: 0:14:37, time: 0.077, data_time: 0.002, memory: 2815, loss: 0.2293, top-1: 92.5391, top-5: 98.0859
2023-02-02 23:22:29,371 - mmcls - INFO - Epoch [36][50/586]	lr: 3.906e-03, eta: 0:14:36, time: 0.111, data_time: 0.008, memory: 2815, loss: 0.1964, top-1: 93.5742, top-5: 98.4375
2023-02-02 23:22:29,906 - mmcls - INFO - Epoch [36][60/586]	lr: 3.906e-03, eta: 0:14:35, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.2059, top-1: 93.1250, top-5: 98.3203
2023-02-02 23:22:30,550 - mmcls - INFO - Epoch [36][70/586]	lr: 3.906e-03, eta: 0:14:33, time: 0.060, data_time: 0.002, memory: 2815, loss: 0.2025, top-1: 93.2031, top-5: 98.3008
2023-02-02 23:22:31,413 - mmcls - INFO - Epoch [36][80/586]	lr: 3.906e-03, eta: 0:14:32, time: 0.091, data_time: 0.007, memory: 2815, loss: 0.1890, top-1: 93.7695, top-5: 98.3789
2023-02-02 23:22:31,929 - mmcls - INFO - Epoch [36][90/586]	lr: 3.906e-03, eta: 0:14:31, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.2081, top-1: 93.2031, top-5: 98.3984
2023-02-02 23:22:32,484 - mmcls - INFO - Epoch [36][100/586]	lr: 3.906e-03, eta: 0:14:30, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.1897, top-1: 93.6914, top-5: 98.6328
2023-02-02 23:22:33,550 - mmcls - INFO - Epoch [36][110/586]	lr: 3.906e-03, eta: 0:14:29, time: 0.104, data_time: 0.003, memory: 2815, loss: 0.1852, top-1: 93.4961, top-5: 98.6523
2023-02-02 23:22:34,138 - mmcls - INFO - Epoch [36][120/586]	lr: 3.906e-03, eta: 0:14:28, time: 0.062, data_time: 0.006, memory: 2815, loss: 0.1765, top-1: 94.1992, top-5: 98.5938
2023-02-02 23:22:34,675 - mmcls - INFO - Epoch [36][130/586]	lr: 3.906e-03, eta: 0:14:27, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1850, top-1: 93.6914, top-5: 98.5547
2023-02-02 23:22:35,858 - mmcls - INFO - Epoch [36][140/586]	lr: 3.906e-03, eta: 0:14:26, time: 0.114, data_time: 0.003, memory: 2815, loss: 0.1669, top-1: 94.4336, top-5: 98.6523
2023-02-02 23:22:36,632 - mmcls - INFO - Epoch [36][150/586]	lr: 3.906e-03, eta: 0:14:25, time: 0.082, data_time: 0.007, memory: 2815, loss: 0.1988, top-1: 93.1445, top-5: 98.5938
2023-02-02 23:22:37,156 - mmcls - INFO - Epoch [36][160/586]	lr: 3.906e-03, eta: 0:14:23, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.2009, top-1: 93.5352, top-5: 98.2617
2023-02-02 23:22:38,051 - mmcls - INFO - Epoch [36][170/586]	lr: 3.906e-03, eta: 0:14:22, time: 0.084, data_time: 0.003, memory: 2815, loss: 0.2065, top-1: 93.2227, top-5: 98.1836
2023-02-02 23:22:39,104 - mmcls - INFO - Epoch [36][180/586]	lr: 3.906e-03, eta: 0:14:21, time: 0.110, data_time: 0.008, memory: 2815, loss: 0.1758, top-1: 94.1602, top-5: 98.5352
2023-02-02 23:22:39,589 - mmcls - INFO - Epoch [36][190/586]	lr: 3.906e-03, eta: 0:14:20, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.1944, top-1: 93.5352, top-5: 98.2812
2023-02-02 23:22:40,210 - mmcls - INFO - Epoch [36][200/586]	lr: 3.906e-03, eta: 0:14:19, time: 0.060, data_time: 0.003, memory: 2815, loss: 0.1759, top-1: 94.3164, top-5: 98.6719
2023-02-02 23:22:41,283 - mmcls - INFO - Epoch [36][210/586]	lr: 3.906e-03, eta: 0:14:18, time: 0.110, data_time: 0.005, memory: 2815, loss: 0.1746, top-1: 94.2188, top-5: 98.8086
2023-02-02 23:22:41,785 - mmcls - INFO - Epoch [36][220/586]	lr: 3.906e-03, eta: 0:14:17, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1742, top-1: 94.1016, top-5: 98.6328
2023-02-02 23:22:42,301 - mmcls - INFO - Epoch [36][230/586]	lr: 3.906e-03, eta: 0:14:16, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1831, top-1: 93.7500, top-5: 98.4961
2023-02-02 23:22:43,335 - mmcls - INFO - Epoch [36][240/586]	lr: 3.906e-03, eta: 0:14:15, time: 0.103, data_time: 0.002, memory: 2815, loss: 0.1669, top-1: 94.2383, top-5: 98.7695
2023-02-02 23:22:43,859 - mmcls - INFO - Epoch [36][250/586]	lr: 3.906e-03, eta: 0:14:13, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1783, top-1: 93.9844, top-5: 98.7305
2023-02-02 23:22:44,652 - mmcls - INFO - Epoch [36][260/586]	lr: 3.906e-03, eta: 0:14:12, time: 0.076, data_time: 0.002, memory: 2815, loss: 0.1842, top-1: 94.0625, top-5: 98.3008
2023-02-02 23:22:45,446 - mmcls - INFO - Epoch [36][270/586]	lr: 3.906e-03, eta: 0:14:11, time: 0.083, data_time: 0.006, memory: 2815, loss: 0.1959, top-1: 93.5547, top-5: 98.5156
2023-02-02 23:22:45,949 - mmcls - INFO - Epoch [36][280/586]	lr: 3.906e-03, eta: 0:14:10, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1731, top-1: 94.5312, top-5: 98.6133
2023-02-02 23:22:46,581 - mmcls - INFO - Epoch [36][290/586]	lr: 3.906e-03, eta: 0:14:09, time: 0.060, data_time: 0.002, memory: 2815, loss: 0.1797, top-1: 93.9453, top-5: 98.6328
2023-02-02 23:22:47,582 - mmcls - INFO - Epoch [36][300/586]	lr: 3.906e-03, eta: 0:14:08, time: 0.104, data_time: 0.006, memory: 2815, loss: 0.1786, top-1: 94.3945, top-5: 98.6719
2023-02-02 23:22:48,106 - mmcls - INFO - Epoch [36][310/586]	lr: 3.906e-03, eta: 0:14:07, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1927, top-1: 93.8086, top-5: 98.3008
2023-02-02 23:22:48,744 - mmcls - INFO - Epoch [36][320/586]	lr: 3.906e-03, eta: 0:14:06, time: 0.060, data_time: 0.002, memory: 2815, loss: 0.1733, top-1: 94.0430, top-5: 98.6133
2023-02-02 23:22:49,811 - mmcls - INFO - Epoch [36][330/586]	lr: 3.906e-03, eta: 0:14:05, time: 0.111, data_time: 0.007, memory: 2815, loss: 0.1860, top-1: 93.8672, top-5: 98.4766
2023-02-02 23:22:50,323 - mmcls - INFO - Epoch [36][340/586]	lr: 3.906e-03, eta: 0:14:03, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1748, top-1: 93.9258, top-5: 98.6328
2023-02-02 23:22:50,843 - mmcls - INFO - Epoch [36][350/586]	lr: 3.906e-03, eta: 0:14:02, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1685, top-1: 94.3359, top-5: 98.7891
2023-02-02 23:22:51,950 - mmcls - INFO - Epoch [36][360/586]	lr: 3.906e-03, eta: 0:14:01, time: 0.108, data_time: 0.003, memory: 2815, loss: 0.1884, top-1: 93.8281, top-5: 98.4375
2023-02-02 23:22:52,485 - mmcls - INFO - Epoch [36][370/586]	lr: 3.906e-03, eta: 0:14:00, time: 0.057, data_time: 0.005, memory: 2815, loss: 0.1815, top-1: 94.1016, top-5: 98.5742
2023-02-02 23:22:53,030 - mmcls - INFO - Epoch [36][380/586]	lr: 3.906e-03, eta: 0:13:59, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1891, top-1: 93.9258, top-5: 98.6133
2023-02-02 23:22:54,167 - mmcls - INFO - Epoch [36][390/586]	lr: 3.906e-03, eta: 0:13:58, time: 0.109, data_time: 0.002, memory: 2815, loss: 0.1630, top-1: 94.7461, top-5: 98.6523
2023-02-02 23:22:54,702 - mmcls - INFO - Epoch [36][400/586]	lr: 3.906e-03, eta: 0:13:57, time: 0.058, data_time: 0.007, memory: 2815, loss: 0.1820, top-1: 93.8086, top-5: 98.5156
2023-02-02 23:22:55,208 - mmcls - INFO - Epoch [36][410/586]	lr: 3.906e-03, eta: 0:13:56, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1877, top-1: 93.8281, top-5: 98.3594
2023-02-02 23:22:55,971 - mmcls - INFO - Epoch [36][420/586]	lr: 3.906e-03, eta: 0:13:55, time: 0.071, data_time: 0.004, memory: 2815, loss: 0.1828, top-1: 93.9258, top-5: 98.4766
2023-02-02 23:22:56,890 - mmcls - INFO - Epoch [36][430/586]	lr: 3.906e-03, eta: 0:13:54, time: 0.098, data_time: 0.009, memory: 2815, loss: 0.1827, top-1: 94.1797, top-5: 98.2227
2023-02-02 23:22:57,393 - mmcls - INFO - Epoch [36][440/586]	lr: 3.906e-03, eta: 0:13:52, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1807, top-1: 94.0820, top-5: 98.5352
2023-02-02 23:22:58,086 - mmcls - INFO - Epoch [36][450/586]	lr: 3.906e-03, eta: 0:13:51, time: 0.065, data_time: 0.003, memory: 2815, loss: 0.1706, top-1: 94.2578, top-5: 98.9258
2023-02-02 23:22:59,156 - mmcls - INFO - Epoch [36][460/586]	lr: 3.906e-03, eta: 0:13:50, time: 0.111, data_time: 0.007, memory: 2815, loss: 0.1746, top-1: 94.3359, top-5: 98.7305
2023-02-02 23:22:59,675 - mmcls - INFO - Epoch [36][470/586]	lr: 3.906e-03, eta: 0:13:49, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1817, top-1: 93.9258, top-5: 98.5156
2023-02-02 23:23:00,341 - mmcls - INFO - Epoch [36][480/586]	lr: 3.906e-03, eta: 0:13:48, time: 0.063, data_time: 0.003, memory: 2815, loss: 0.1853, top-1: 94.1602, top-5: 98.3984
2023-02-02 23:23:01,349 - mmcls - INFO - Epoch [36][490/586]	lr: 3.906e-03, eta: 0:13:47, time: 0.105, data_time: 0.007, memory: 2815, loss: 0.1750, top-1: 94.4922, top-5: 98.5156
2023-02-02 23:23:01,888 - mmcls - INFO - Epoch [36][500/586]	lr: 3.906e-03, eta: 0:13:46, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.1887, top-1: 93.5156, top-5: 98.4570
2023-02-02 23:23:02,420 - mmcls - INFO - Epoch [36][510/586]	lr: 3.906e-03, eta: 0:13:45, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1717, top-1: 93.9453, top-5: 98.7305
2023-02-02 23:23:03,588 - mmcls - INFO - Epoch [36][520/586]	lr: 3.906e-03, eta: 0:13:44, time: 0.117, data_time: 0.003, memory: 2815, loss: 0.1734, top-1: 94.1992, top-5: 98.6719
2023-02-02 23:23:04,106 - mmcls - INFO - Epoch [36][530/586]	lr: 3.906e-03, eta: 0:13:42, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1743, top-1: 94.2383, top-5: 98.6914
2023-02-02 23:23:04,652 - mmcls - INFO - Epoch [36][540/586]	lr: 3.906e-03, eta: 0:13:41, time: 0.056, data_time: 0.003, memory: 2815, loss: 0.1838, top-1: 94.0820, top-5: 98.3789
2023-02-02 23:23:05,877 - mmcls - INFO - Epoch [36][550/586]	lr: 3.906e-03, eta: 0:13:40, time: 0.118, data_time: 0.002, memory: 2815, loss: 0.1754, top-1: 94.5508, top-5: 98.5547
2023-02-02 23:23:06,383 - mmcls - INFO - Epoch [36][560/586]	lr: 3.906e-03, eta: 0:13:39, time: 0.054, data_time: 0.006, memory: 2815, loss: 0.1689, top-1: 94.4531, top-5: 98.7305
2023-02-02 23:23:06,912 - mmcls - INFO - Epoch [36][570/586]	lr: 3.906e-03, eta: 0:13:38, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1683, top-1: 93.9258, top-5: 98.8867
2023-02-02 23:23:07,827 - mmcls - INFO - Epoch [36][580/586]	lr: 3.906e-03, eta: 0:13:37, time: 0.087, data_time: 0.003, memory: 2815, loss: 0.1722, top-1: 94.3164, top-5: 98.6914
2023-02-02 23:23:08,365 - mmcls - INFO - Saving checkpoint at 36 epochs
2023-02-02 23:23:11,063 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:23:11,077 - mmcls - INFO - The previous best checkpoint /opt/logger/m_imagenet_etf/best_acc_epoch_32.pth was removed
2023-02-02 23:23:11,305 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_36.pth.
2023-02-02 23:23:11,306 - mmcls - INFO - Best acc is 84.0000 at 36 epoch.
2023-02-02 23:23:11,306 - mmcls - INFO - Epoch(val) [36][12]	acc: 84.0000
2023-02-02 23:23:14,644 - mmcls - INFO - Epoch [37][10/586]	lr: 3.906e-03, eta: 0:13:36, time: 0.326, data_time: 0.218, memory: 2815, loss: 0.1892, top-1: 93.7500, top-5: 98.3594
2023-02-02 23:23:15,425 - mmcls - INFO - Epoch [37][20/586]	lr: 3.906e-03, eta: 0:13:35, time: 0.084, data_time: 0.008, memory: 2815, loss: 0.1679, top-1: 94.6289, top-5: 98.5938
2023-02-02 23:23:15,949 - mmcls - INFO - Epoch [37][30/586]	lr: 3.906e-03, eta: 0:13:34, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1846, top-1: 93.8281, top-5: 98.4570
2023-02-02 23:23:16,633 - mmcls - INFO - Epoch [37][40/586]	lr: 3.906e-03, eta: 0:13:33, time: 0.064, data_time: 0.002, memory: 2815, loss: 0.1637, top-1: 94.4141, top-5: 98.8477
2023-02-02 23:23:17,264 - mmcls - INFO - Epoch [37][50/586]	lr: 3.906e-03, eta: 0:13:32, time: 0.066, data_time: 0.006, memory: 2815, loss: 0.1744, top-1: 94.1016, top-5: 98.7109
2023-02-02 23:23:17,781 - mmcls - INFO - Epoch [37][60/586]	lr: 3.906e-03, eta: 0:13:30, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1882, top-1: 93.9453, top-5: 98.3789
2023-02-02 23:23:18,474 - mmcls - INFO - Epoch [37][70/586]	lr: 3.906e-03, eta: 0:13:29, time: 0.066, data_time: 0.003, memory: 2815, loss: 0.1723, top-1: 94.4336, top-5: 98.4766
2023-02-02 23:23:19,579 - mmcls - INFO - Epoch [37][80/586]	lr: 3.906e-03, eta: 0:13:28, time: 0.113, data_time: 0.006, memory: 2815, loss: 0.1507, top-1: 95.0195, top-5: 98.9453
2023-02-02 23:23:20,121 - mmcls - INFO - Epoch [37][90/586]	lr: 3.906e-03, eta: 0:13:27, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.1739, top-1: 94.0430, top-5: 98.6133
2023-02-02 23:23:20,685 - mmcls - INFO - Epoch [37][100/586]	lr: 3.906e-03, eta: 0:13:26, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.1910, top-1: 93.7500, top-5: 98.4180
2023-02-02 23:23:21,798 - mmcls - INFO - Epoch [37][110/586]	lr: 3.906e-03, eta: 0:13:25, time: 0.108, data_time: 0.003, memory: 2815, loss: 0.1705, top-1: 94.1602, top-5: 98.7695
2023-02-02 23:23:22,291 - mmcls - INFO - Epoch [37][120/586]	lr: 3.906e-03, eta: 0:13:24, time: 0.053, data_time: 0.006, memory: 2815, loss: 0.1671, top-1: 94.2773, top-5: 98.7891
2023-02-02 23:23:22,819 - mmcls - INFO - Epoch [37][130/586]	lr: 3.906e-03, eta: 0:13:23, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1607, top-1: 94.5117, top-5: 98.9648
2023-02-02 23:23:23,695 - mmcls - INFO - Epoch [37][140/586]	lr: 3.906e-03, eta: 0:13:22, time: 0.088, data_time: 0.003, memory: 2815, loss: 0.1749, top-1: 94.2578, top-5: 98.6523
2023-02-02 23:23:24,245 - mmcls - INFO - Epoch [37][150/586]	lr: 3.906e-03, eta: 0:13:20, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1822, top-1: 93.5547, top-5: 98.6914
2023-02-02 23:23:24,762 - mmcls - INFO - Epoch [37][160/586]	lr: 3.906e-03, eta: 0:13:19, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1771, top-1: 94.1016, top-5: 98.6328
2023-02-02 23:23:25,911 - mmcls - INFO - Epoch [37][170/586]	lr: 3.906e-03, eta: 0:13:18, time: 0.108, data_time: 0.002, memory: 2815, loss: 0.1696, top-1: 94.1602, top-5: 98.7695
2023-02-02 23:23:26,606 - mmcls - INFO - Epoch [37][180/586]	lr: 3.906e-03, eta: 0:13:17, time: 0.076, data_time: 0.010, memory: 2815, loss: 0.1761, top-1: 94.0430, top-5: 98.8477
2023-02-02 23:23:27,120 - mmcls - INFO - Epoch [37][190/586]	lr: 3.906e-03, eta: 0:13:16, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1746, top-1: 94.1016, top-5: 98.5352
2023-02-02 23:23:27,991 - mmcls - INFO - Epoch [37][200/586]	lr: 3.906e-03, eta: 0:13:15, time: 0.082, data_time: 0.002, memory: 2815, loss: 0.1822, top-1: 93.9062, top-5: 98.3984
2023-02-02 23:23:28,695 - mmcls - INFO - Epoch [37][210/586]	lr: 3.906e-03, eta: 0:13:14, time: 0.075, data_time: 0.007, memory: 2815, loss: 0.1775, top-1: 94.4141, top-5: 98.3789
2023-02-02 23:23:29,221 - mmcls - INFO - Epoch [37][220/586]	lr: 3.906e-03, eta: 0:13:13, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1554, top-1: 94.9609, top-5: 98.6914
2023-02-02 23:23:30,236 - mmcls - INFO - Epoch [37][230/586]	lr: 3.906e-03, eta: 0:13:12, time: 0.098, data_time: 0.003, memory: 2815, loss: 0.1718, top-1: 94.0430, top-5: 98.7305
2023-02-02 23:23:30,877 - mmcls - INFO - Epoch [37][240/586]	lr: 3.906e-03, eta: 0:13:11, time: 0.068, data_time: 0.006, memory: 2815, loss: 0.1735, top-1: 94.1602, top-5: 98.6719
2023-02-02 23:23:31,391 - mmcls - INFO - Epoch [37][250/586]	lr: 3.906e-03, eta: 0:13:09, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1705, top-1: 94.1797, top-5: 98.7305
2023-02-02 23:23:32,175 - mmcls - INFO - Epoch [37][260/586]	lr: 3.906e-03, eta: 0:13:08, time: 0.074, data_time: 0.002, memory: 2815, loss: 0.1631, top-1: 94.7461, top-5: 98.5742
2023-02-02 23:23:33,314 - mmcls - INFO - Epoch [37][270/586]	lr: 3.906e-03, eta: 0:13:07, time: 0.117, data_time: 0.006, memory: 2815, loss: 0.1622, top-1: 94.5117, top-5: 98.7695
2023-02-02 23:23:33,807 - mmcls - INFO - Epoch [37][280/586]	lr: 3.906e-03, eta: 0:13:06, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1692, top-1: 94.4336, top-5: 98.6719
2023-02-02 23:23:34,466 - mmcls - INFO - Epoch [37][290/586]	lr: 3.906e-03, eta: 0:13:05, time: 0.060, data_time: 0.002, memory: 2815, loss: 0.1650, top-1: 94.3750, top-5: 98.6914
2023-02-02 23:23:35,723 - mmcls - INFO - Epoch [37][300/586]	lr: 3.906e-03, eta: 0:13:04, time: 0.125, data_time: 0.007, memory: 2815, loss: 0.1683, top-1: 94.7070, top-5: 98.5938
2023-02-02 23:23:36,267 - mmcls - INFO - Epoch [37][310/586]	lr: 3.906e-03, eta: 0:13:03, time: 0.059, data_time: 0.008, memory: 2815, loss: 0.1657, top-1: 94.3945, top-5: 98.6914
2023-02-02 23:23:36,772 - mmcls - INFO - Epoch [37][320/586]	lr: 3.906e-03, eta: 0:13:02, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1811, top-1: 93.9844, top-5: 98.6328
2023-02-02 23:23:37,796 - mmcls - INFO - Epoch [37][330/586]	lr: 3.906e-03, eta: 0:13:01, time: 0.102, data_time: 0.002, memory: 2815, loss: 0.1666, top-1: 94.3359, top-5: 98.5938
2023-02-02 23:23:38,299 - mmcls - INFO - Epoch [37][340/586]	lr: 3.906e-03, eta: 0:13:00, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1603, top-1: 94.4336, top-5: 98.7305
2023-02-02 23:23:38,815 - mmcls - INFO - Epoch [37][350/586]	lr: 3.906e-03, eta: 0:12:59, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1597, top-1: 94.8047, top-5: 98.8672
2023-02-02 23:23:39,632 - mmcls - INFO - Epoch [37][360/586]	lr: 3.906e-03, eta: 0:12:58, time: 0.077, data_time: 0.002, memory: 2815, loss: 0.1766, top-1: 94.0430, top-5: 98.6523
2023-02-02 23:23:40,434 - mmcls - INFO - Epoch [37][370/586]	lr: 3.906e-03, eta: 0:12:56, time: 0.085, data_time: 0.007, memory: 2815, loss: 0.1729, top-1: 93.9258, top-5: 98.8477
2023-02-02 23:23:40,968 - mmcls - INFO - Epoch [37][380/586]	lr: 3.906e-03, eta: 0:12:55, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.1716, top-1: 94.4922, top-5: 98.4766
2023-02-02 23:23:41,904 - mmcls - INFO - Epoch [37][390/586]	lr: 3.906e-03, eta: 0:12:54, time: 0.086, data_time: 0.001, memory: 2815, loss: 0.1468, top-1: 95.1367, top-5: 98.8086
2023-02-02 23:23:42,633 - mmcls - INFO - Epoch [37][400/586]	lr: 3.906e-03, eta: 0:12:53, time: 0.078, data_time: 0.008, memory: 2815, loss: 0.1650, top-1: 94.5703, top-5: 98.6914
2023-02-02 23:23:43,134 - mmcls - INFO - Epoch [37][410/586]	lr: 3.906e-03, eta: 0:12:52, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1757, top-1: 94.1602, top-5: 98.5742
2023-02-02 23:23:43,869 - mmcls - INFO - Epoch [37][420/586]	lr: 3.906e-03, eta: 0:12:51, time: 0.069, data_time: 0.002, memory: 2815, loss: 0.1582, top-1: 94.3750, top-5: 98.8867
2023-02-02 23:23:44,773 - mmcls - INFO - Epoch [37][430/586]	lr: 3.906e-03, eta: 0:12:50, time: 0.095, data_time: 0.007, memory: 2815, loss: 0.1667, top-1: 94.5703, top-5: 98.6523
2023-02-02 23:23:45,307 - mmcls - INFO - Epoch [37][440/586]	lr: 3.906e-03, eta: 0:12:49, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1923, top-1: 93.8672, top-5: 98.3203
2023-02-02 23:23:45,871 - mmcls - INFO - Epoch [37][450/586]	lr: 3.906e-03, eta: 0:12:48, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1715, top-1: 94.3945, top-5: 98.5156
2023-02-02 23:23:46,992 - mmcls - INFO - Epoch [37][460/586]	lr: 3.906e-03, eta: 0:12:47, time: 0.116, data_time: 0.006, memory: 2815, loss: 0.1651, top-1: 94.2578, top-5: 98.8281
2023-02-02 23:23:47,475 - mmcls - INFO - Epoch [37][470/586]	lr: 3.906e-03, eta: 0:12:46, time: 0.049, data_time: 0.003, memory: 2815, loss: 0.1838, top-1: 94.1602, top-5: 98.3008
2023-02-02 23:23:48,003 - mmcls - INFO - Epoch [37][480/586]	lr: 3.906e-03, eta: 0:12:44, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1646, top-1: 94.6094, top-5: 98.8281
2023-02-02 23:23:49,119 - mmcls - INFO - Epoch [37][490/586]	lr: 3.906e-03, eta: 0:12:43, time: 0.109, data_time: 0.004, memory: 2815, loss: 0.1521, top-1: 94.8438, top-5: 98.9258
2023-02-02 23:23:49,647 - mmcls - INFO - Epoch [37][500/586]	lr: 3.906e-03, eta: 0:12:42, time: 0.055, data_time: 0.005, memory: 2815, loss: 0.1656, top-1: 94.6094, top-5: 98.7891
2023-02-02 23:23:50,178 - mmcls - INFO - Epoch [37][510/586]	lr: 3.906e-03, eta: 0:12:41, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1691, top-1: 94.3555, top-5: 98.7109
2023-02-02 23:23:51,374 - mmcls - INFO - Epoch [37][520/586]	lr: 3.906e-03, eta: 0:12:40, time: 0.117, data_time: 0.003, memory: 2815, loss: 0.1617, top-1: 94.6484, top-5: 98.6719
2023-02-02 23:23:51,956 - mmcls - INFO - Epoch [37][530/586]	lr: 3.906e-03, eta: 0:12:39, time: 0.060, data_time: 0.005, memory: 2815, loss: 0.1749, top-1: 94.0625, top-5: 98.4766
2023-02-02 23:23:52,516 - mmcls - INFO - Epoch [37][540/586]	lr: 3.906e-03, eta: 0:12:38, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.1705, top-1: 94.5508, top-5: 98.5742
2023-02-02 23:23:53,571 - mmcls - INFO - Epoch [37][550/586]	lr: 3.906e-03, eta: 0:12:37, time: 0.103, data_time: 0.002, memory: 2815, loss: 0.1611, top-1: 94.4922, top-5: 98.7305
2023-02-02 23:23:54,110 - mmcls - INFO - Epoch [37][560/586]	lr: 3.906e-03, eta: 0:12:36, time: 0.056, data_time: 0.005, memory: 2815, loss: 0.1652, top-1: 94.5508, top-5: 98.6133
2023-02-02 23:23:54,696 - mmcls - INFO - Epoch [37][570/586]	lr: 3.906e-03, eta: 0:12:35, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.1664, top-1: 94.5703, top-5: 98.6914
2023-02-02 23:23:55,787 - mmcls - INFO - Epoch [37][580/586]	lr: 3.906e-03, eta: 0:12:34, time: 0.112, data_time: 0.006, memory: 2815, loss: 0.1643, top-1: 94.3555, top-5: 98.6523
2023-02-02 23:23:56,047 - mmcls - INFO - Saving checkpoint at 37 epochs
2023-02-02 23:23:58,794 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:23:58,795 - mmcls - INFO - Epoch(val) [37][12]	acc: 83.8833
2023-02-02 23:24:02,281 - mmcls - INFO - Epoch [38][10/586]	lr: 3.906e-03, eta: 0:12:33, time: 0.346, data_time: 0.221, memory: 2815, loss: 0.1589, top-1: 94.6094, top-5: 98.7500
2023-02-02 23:24:02,811 - mmcls - INFO - Epoch [38][20/586]	lr: 3.906e-03, eta: 0:12:32, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1800, top-1: 93.9844, top-5: 98.5156
2023-02-02 23:24:03,489 - mmcls - INFO - Epoch [38][30/586]	lr: 3.906e-03, eta: 0:12:31, time: 0.063, data_time: 0.003, memory: 2815, loss: 0.1732, top-1: 94.4922, top-5: 98.6328
2023-02-02 23:24:04,660 - mmcls - INFO - Epoch [38][40/586]	lr: 3.906e-03, eta: 0:12:30, time: 0.120, data_time: 0.008, memory: 2815, loss: 0.1795, top-1: 94.4141, top-5: 98.5742
2023-02-02 23:24:05,147 - mmcls - INFO - Epoch [38][50/586]	lr: 3.906e-03, eta: 0:12:28, time: 0.051, data_time: 0.005, memory: 2815, loss: 0.1535, top-1: 94.7461, top-5: 98.7695
2023-02-02 23:24:05,668 - mmcls - INFO - Epoch [38][60/586]	lr: 3.906e-03, eta: 0:12:27, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1758, top-1: 94.0039, top-5: 98.6133
2023-02-02 23:24:06,581 - mmcls - INFO - Epoch [38][70/586]	lr: 3.906e-03, eta: 0:12:26, time: 0.086, data_time: 0.003, memory: 2815, loss: 0.1637, top-1: 94.3164, top-5: 98.6719
2023-02-02 23:24:07,449 - mmcls - INFO - Epoch [38][80/586]	lr: 3.906e-03, eta: 0:12:25, time: 0.092, data_time: 0.007, memory: 2815, loss: 0.1586, top-1: 94.6289, top-5: 98.9844
2023-02-02 23:24:07,967 - mmcls - INFO - Epoch [38][90/586]	lr: 3.906e-03, eta: 0:12:24, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1739, top-1: 94.3945, top-5: 98.4570
2023-02-02 23:24:08,636 - mmcls - INFO - Epoch [38][100/586]	lr: 3.906e-03, eta: 0:12:23, time: 0.062, data_time: 0.002, memory: 2815, loss: 0.1580, top-1: 94.6875, top-5: 98.7500
2023-02-02 23:24:09,535 - mmcls - INFO - Epoch [38][110/586]	lr: 3.906e-03, eta: 0:12:22, time: 0.094, data_time: 0.007, memory: 2815, loss: 0.1808, top-1: 93.8867, top-5: 98.5742
2023-02-02 23:24:10,045 - mmcls - INFO - Epoch [38][120/586]	lr: 3.906e-03, eta: 0:12:21, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1690, top-1: 94.5117, top-5: 98.5156
2023-02-02 23:24:10,580 - mmcls - INFO - Epoch [38][130/586]	lr: 3.906e-03, eta: 0:12:20, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1732, top-1: 94.1406, top-5: 98.5938
2023-02-02 23:24:11,725 - mmcls - INFO - Epoch [38][140/586]	lr: 3.906e-03, eta: 0:12:19, time: 0.111, data_time: 0.003, memory: 2815, loss: 0.1678, top-1: 94.5312, top-5: 98.5156
2023-02-02 23:24:12,284 - mmcls - INFO - Epoch [38][150/586]	lr: 3.906e-03, eta: 0:12:18, time: 0.059, data_time: 0.006, memory: 2815, loss: 0.1567, top-1: 94.5703, top-5: 98.7305
2023-02-02 23:24:12,824 - mmcls - INFO - Epoch [38][160/586]	lr: 3.906e-03, eta: 0:12:16, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1710, top-1: 94.3945, top-5: 98.5938
2023-02-02 23:24:13,940 - mmcls - INFO - Epoch [38][170/586]	lr: 3.906e-03, eta: 0:12:16, time: 0.112, data_time: 0.004, memory: 2815, loss: 0.1650, top-1: 94.6094, top-5: 98.7500
2023-02-02 23:24:14,443 - mmcls - INFO - Epoch [38][180/586]	lr: 3.906e-03, eta: 0:12:14, time: 0.052, data_time: 0.004, memory: 2815, loss: 0.1660, top-1: 94.6289, top-5: 98.6328
2023-02-02 23:24:14,963 - mmcls - INFO - Epoch [38][190/586]	lr: 3.906e-03, eta: 0:12:13, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1715, top-1: 94.1406, top-5: 98.7305
2023-02-02 23:24:16,106 - mmcls - INFO - Epoch [38][200/586]	lr: 3.906e-03, eta: 0:12:12, time: 0.110, data_time: 0.002, memory: 2815, loss: 0.1663, top-1: 94.4922, top-5: 98.7695
2023-02-02 23:24:16,880 - mmcls - INFO - Epoch [38][210/586]	lr: 3.906e-03, eta: 0:12:11, time: 0.082, data_time: 0.007, memory: 2815, loss: 0.1524, top-1: 94.6875, top-5: 98.9453
2023-02-02 23:24:17,392 - mmcls - INFO - Epoch [38][220/586]	lr: 3.906e-03, eta: 0:12:10, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1670, top-1: 94.8242, top-5: 98.4766
2023-02-02 23:24:18,226 - mmcls - INFO - Epoch [38][230/586]	lr: 3.906e-03, eta: 0:12:09, time: 0.078, data_time: 0.002, memory: 2815, loss: 0.1721, top-1: 94.3555, top-5: 98.7891
2023-02-02 23:24:19,457 - mmcls - INFO - Epoch [38][240/586]	lr: 3.906e-03, eta: 0:12:08, time: 0.128, data_time: 0.008, memory: 2815, loss: 0.1541, top-1: 94.6680, top-5: 98.9062
2023-02-02 23:24:19,969 - mmcls - INFO - Epoch [38][250/586]	lr: 3.906e-03, eta: 0:12:07, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1510, top-1: 94.7266, top-5: 98.8086
2023-02-02 23:24:20,642 - mmcls - INFO - Epoch [38][260/586]	lr: 3.906e-03, eta: 0:12:06, time: 0.063, data_time: 0.003, memory: 2815, loss: 0.1426, top-1: 95.3320, top-5: 98.8672
2023-02-02 23:24:21,685 - mmcls - INFO - Epoch [38][270/586]	lr: 3.906e-03, eta: 0:12:05, time: 0.108, data_time: 0.007, memory: 2815, loss: 0.1550, top-1: 94.6875, top-5: 98.9062
2023-02-02 23:24:22,199 - mmcls - INFO - Epoch [38][280/586]	lr: 3.906e-03, eta: 0:12:04, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1621, top-1: 94.8828, top-5: 98.6914
2023-02-02 23:24:22,760 - mmcls - INFO - Epoch [38][290/586]	lr: 3.906e-03, eta: 0:12:03, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1548, top-1: 95.0000, top-5: 98.8477
2023-02-02 23:24:24,079 - mmcls - INFO - Epoch [38][300/586]	lr: 3.906e-03, eta: 0:12:02, time: 0.130, data_time: 0.006, memory: 2815, loss: 0.1637, top-1: 94.5898, top-5: 98.6914
2023-02-02 23:24:24,768 - mmcls - INFO - Epoch [38][310/586]	lr: 3.906e-03, eta: 0:12:01, time: 0.074, data_time: 0.008, memory: 2815, loss: 0.1565, top-1: 94.6484, top-5: 98.8672
2023-02-02 23:24:25,293 - mmcls - INFO - Epoch [38][320/586]	lr: 3.906e-03, eta: 0:12:00, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1600, top-1: 94.8242, top-5: 98.7109
2023-02-02 23:24:26,060 - mmcls - INFO - Epoch [38][330/586]	lr: 3.906e-03, eta: 0:11:58, time: 0.072, data_time: 0.003, memory: 2815, loss: 0.1551, top-1: 94.7266, top-5: 98.7305
2023-02-02 23:24:26,758 - mmcls - INFO - Epoch [38][340/586]	lr: 3.906e-03, eta: 0:11:57, time: 0.074, data_time: 0.007, memory: 2815, loss: 0.1637, top-1: 94.5312, top-5: 98.7891
2023-02-02 23:24:27,287 - mmcls - INFO - Epoch [38][350/586]	lr: 3.906e-03, eta: 0:11:56, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1747, top-1: 94.2383, top-5: 98.7305
2023-02-02 23:24:27,809 - mmcls - INFO - Epoch [38][360/586]	lr: 3.906e-03, eta: 0:11:55, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1717, top-1: 94.3164, top-5: 98.7305
2023-02-02 23:24:28,810 - mmcls - INFO - Epoch [38][370/586]	lr: 3.906e-03, eta: 0:11:54, time: 0.100, data_time: 0.002, memory: 2815, loss: 0.1628, top-1: 94.5508, top-5: 98.8477
2023-02-02 23:24:29,328 - mmcls - INFO - Epoch [38][380/586]	lr: 3.906e-03, eta: 0:11:53, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1635, top-1: 94.3750, top-5: 98.7305
2023-02-02 23:24:29,927 - mmcls - INFO - Epoch [38][390/586]	lr: 3.906e-03, eta: 0:11:52, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.1789, top-1: 94.0234, top-5: 98.5352
2023-02-02 23:24:30,934 - mmcls - INFO - Epoch [38][400/586]	lr: 3.906e-03, eta: 0:11:51, time: 0.104, data_time: 0.006, memory: 2815, loss: 0.1773, top-1: 94.3359, top-5: 98.5352
2023-02-02 23:24:31,472 - mmcls - INFO - Epoch [38][410/586]	lr: 3.906e-03, eta: 0:11:50, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1669, top-1: 94.3750, top-5: 98.6719
2023-02-02 23:24:31,999 - mmcls - INFO - Epoch [38][420/586]	lr: 3.906e-03, eta: 0:11:49, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1601, top-1: 94.4922, top-5: 98.8281
2023-02-02 23:24:33,101 - mmcls - INFO - Epoch [38][430/586]	lr: 3.906e-03, eta: 0:11:48, time: 0.108, data_time: 0.003, memory: 2815, loss: 0.1803, top-1: 93.8477, top-5: 98.4766
2023-02-02 23:24:33,619 - mmcls - INFO - Epoch [38][440/586]	lr: 3.906e-03, eta: 0:11:47, time: 0.053, data_time: 0.005, memory: 2815, loss: 0.1544, top-1: 95.0391, top-5: 98.8477
2023-02-02 23:24:34,145 - mmcls - INFO - Epoch [38][450/586]	lr: 3.906e-03, eta: 0:11:45, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1661, top-1: 94.5898, top-5: 98.6719
2023-02-02 23:24:35,001 - mmcls - INFO - Epoch [38][460/586]	lr: 3.906e-03, eta: 0:11:44, time: 0.080, data_time: 0.002, memory: 2815, loss: 0.1700, top-1: 94.4141, top-5: 98.7109
2023-02-02 23:24:35,833 - mmcls - INFO - Epoch [38][470/586]	lr: 3.906e-03, eta: 0:11:43, time: 0.088, data_time: 0.008, memory: 2815, loss: 0.1633, top-1: 94.6094, top-5: 98.6328
2023-02-02 23:24:36,360 - mmcls - INFO - Epoch [38][480/586]	lr: 3.906e-03, eta: 0:11:42, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1556, top-1: 94.5898, top-5: 98.8086
2023-02-02 23:24:37,220 - mmcls - INFO - Epoch [38][490/586]	lr: 3.906e-03, eta: 0:11:41, time: 0.082, data_time: 0.003, memory: 2815, loss: 0.1685, top-1: 94.4922, top-5: 98.8086
2023-02-02 23:24:38,231 - mmcls - INFO - Epoch [38][500/586]	lr: 3.906e-03, eta: 0:11:40, time: 0.105, data_time: 0.006, memory: 2815, loss: 0.1670, top-1: 94.1211, top-5: 98.9258
2023-02-02 23:24:38,757 - mmcls - INFO - Epoch [38][510/586]	lr: 3.906e-03, eta: 0:11:39, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1447, top-1: 95.1562, top-5: 98.9258
2023-02-02 23:24:39,292 - mmcls - INFO - Epoch [38][520/586]	lr: 3.906e-03, eta: 0:11:38, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1637, top-1: 94.3164, top-5: 98.7891
2023-02-02 23:24:40,448 - mmcls - INFO - Epoch [38][530/586]	lr: 3.906e-03, eta: 0:11:37, time: 0.111, data_time: 0.003, memory: 2815, loss: 0.1620, top-1: 94.9805, top-5: 98.4375
2023-02-02 23:24:41,167 - mmcls - INFO - Epoch [38][540/586]	lr: 3.906e-03, eta: 0:11:36, time: 0.077, data_time: 0.008, memory: 2815, loss: 0.1514, top-1: 94.6875, top-5: 98.8672
2023-02-02 23:24:41,686 - mmcls - INFO - Epoch [38][550/586]	lr: 3.906e-03, eta: 0:11:35, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1738, top-1: 94.2773, top-5: 98.5156
2023-02-02 23:24:42,811 - mmcls - INFO - Epoch [38][560/586]	lr: 3.906e-03, eta: 0:11:34, time: 0.106, data_time: 0.002, memory: 2815, loss: 0.1773, top-1: 94.2969, top-5: 98.4766
2023-02-02 23:24:43,491 - mmcls - INFO - Epoch [38][570/586]	lr: 3.906e-03, eta: 0:11:33, time: 0.074, data_time: 0.009, memory: 2815, loss: 0.1546, top-1: 95.0000, top-5: 98.7695
2023-02-02 23:24:43,959 - mmcls - INFO - Epoch [38][580/586]	lr: 3.906e-03, eta: 0:11:32, time: 0.047, data_time: 0.002, memory: 2815, loss: 0.1624, top-1: 94.2188, top-5: 98.8867
2023-02-02 23:24:44,215 - mmcls - INFO - Saving checkpoint at 38 epochs
2023-02-02 23:24:47,113 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:24:47,114 - mmcls - INFO - Epoch(val) [38][12]	acc: 83.5167
2023-02-02 23:24:50,154 - mmcls - INFO - Epoch [39][10/586]	lr: 3.906e-03, eta: 0:11:31, time: 0.302, data_time: 0.230, memory: 2815, loss: 0.1537, top-1: 94.8828, top-5: 98.7695
2023-02-02 23:24:50,682 - mmcls - INFO - Epoch [39][20/586]	lr: 3.906e-03, eta: 0:11:29, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1548, top-1: 94.9414, top-5: 98.8672
2023-02-02 23:24:51,487 - mmcls - INFO - Epoch [39][30/586]	lr: 3.906e-03, eta: 0:11:28, time: 0.075, data_time: 0.002, memory: 2815, loss: 0.1646, top-1: 94.3555, top-5: 98.7109
2023-02-02 23:24:52,465 - mmcls - INFO - Epoch [39][40/586]	lr: 3.906e-03, eta: 0:11:27, time: 0.103, data_time: 0.008, memory: 2815, loss: 0.1707, top-1: 94.3555, top-5: 98.5547
2023-02-02 23:24:52,983 - mmcls - INFO - Epoch [39][50/586]	lr: 3.906e-03, eta: 0:11:26, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1677, top-1: 94.4336, top-5: 98.5938
2023-02-02 23:24:53,627 - mmcls - INFO - Epoch [39][60/586]	lr: 3.906e-03, eta: 0:11:25, time: 0.061, data_time: 0.002, memory: 2815, loss: 0.1481, top-1: 95.0586, top-5: 98.7891
2023-02-02 23:24:54,864 - mmcls - INFO - Epoch [39][70/586]	lr: 3.906e-03, eta: 0:11:24, time: 0.122, data_time: 0.006, memory: 2815, loss: 0.1561, top-1: 95.0000, top-5: 98.7305
2023-02-02 23:24:55,473 - mmcls - INFO - Epoch [39][80/586]	lr: 3.906e-03, eta: 0:11:23, time: 0.066, data_time: 0.008, memory: 2815, loss: 0.1519, top-1: 95.0781, top-5: 98.6719
2023-02-02 23:24:55,997 - mmcls - INFO - Epoch [39][90/586]	lr: 3.906e-03, eta: 0:11:22, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1748, top-1: 94.3945, top-5: 98.4180
2023-02-02 23:24:56,843 - mmcls - INFO - Epoch [39][100/586]	lr: 3.906e-03, eta: 0:11:21, time: 0.080, data_time: 0.002, memory: 2815, loss: 0.1581, top-1: 94.5898, top-5: 98.6719
2023-02-02 23:24:57,505 - mmcls - INFO - Epoch [39][110/586]	lr: 3.906e-03, eta: 0:11:20, time: 0.071, data_time: 0.007, memory: 2815, loss: 0.1502, top-1: 94.7656, top-5: 98.9453
2023-02-02 23:24:58,008 - mmcls - INFO - Epoch [39][120/586]	lr: 3.906e-03, eta: 0:11:19, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1718, top-1: 94.0625, top-5: 98.6328
2023-02-02 23:24:58,633 - mmcls - INFO - Epoch [39][130/586]	lr: 3.906e-03, eta: 0:11:18, time: 0.059, data_time: 0.002, memory: 2815, loss: 0.1690, top-1: 94.7070, top-5: 98.3594
2023-02-02 23:24:59,846 - mmcls - INFO - Epoch [39][140/586]	lr: 3.906e-03, eta: 0:11:17, time: 0.122, data_time: 0.006, memory: 2815, loss: 0.1579, top-1: 94.6875, top-5: 98.7305
2023-02-02 23:25:00,351 - mmcls - INFO - Epoch [39][150/586]	lr: 3.906e-03, eta: 0:11:16, time: 0.053, data_time: 0.005, memory: 2815, loss: 0.1529, top-1: 94.5508, top-5: 98.7500
2023-02-02 23:25:00,892 - mmcls - INFO - Epoch [39][160/586]	lr: 3.906e-03, eta: 0:11:15, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1533, top-1: 95.0586, top-5: 98.7891
2023-02-02 23:25:01,957 - mmcls - INFO - Epoch [39][170/586]	lr: 3.906e-03, eta: 0:11:14, time: 0.107, data_time: 0.003, memory: 2815, loss: 0.1745, top-1: 94.1602, top-5: 98.6328
2023-02-02 23:25:02,469 - mmcls - INFO - Epoch [39][180/586]	lr: 3.906e-03, eta: 0:11:12, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1467, top-1: 95.4883, top-5: 98.6133
2023-02-02 23:25:03,062 - mmcls - INFO - Epoch [39][190/586]	lr: 3.906e-03, eta: 0:11:11, time: 0.056, data_time: 0.003, memory: 2815, loss: 0.1620, top-1: 94.4727, top-5: 98.8867
2023-02-02 23:25:04,116 - mmcls - INFO - Epoch [39][200/586]	lr: 3.906e-03, eta: 0:11:10, time: 0.110, data_time: 0.006, memory: 2815, loss: 0.1634, top-1: 94.7461, top-5: 98.6523
2023-02-02 23:25:04,623 - mmcls - INFO - Epoch [39][210/586]	lr: 3.906e-03, eta: 0:11:09, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1599, top-1: 94.8047, top-5: 98.6914
2023-02-02 23:25:05,152 - mmcls - INFO - Epoch [39][220/586]	lr: 3.906e-03, eta: 0:11:08, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1663, top-1: 94.8047, top-5: 98.5547
2023-02-02 23:25:05,968 - mmcls - INFO - Epoch [39][230/586]	lr: 3.906e-03, eta: 0:11:07, time: 0.077, data_time: 0.003, memory: 2815, loss: 0.1643, top-1: 94.4922, top-5: 98.6719
2023-02-02 23:25:06,952 - mmcls - INFO - Epoch [39][240/586]	lr: 3.906e-03, eta: 0:11:06, time: 0.103, data_time: 0.007, memory: 2815, loss: 0.1599, top-1: 94.9023, top-5: 98.7109
2023-02-02 23:25:07,455 - mmcls - INFO - Epoch [39][250/586]	lr: 3.906e-03, eta: 0:11:05, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1766, top-1: 93.9844, top-5: 98.3594
2023-02-02 23:25:08,133 - mmcls - INFO - Epoch [39][260/586]	lr: 3.906e-03, eta: 0:11:04, time: 0.062, data_time: 0.002, memory: 2815, loss: 0.1626, top-1: 94.8047, top-5: 98.7891
2023-02-02 23:25:09,224 - mmcls - INFO - Epoch [39][270/586]	lr: 3.906e-03, eta: 0:11:03, time: 0.114, data_time: 0.007, memory: 2815, loss: 0.1513, top-1: 94.6484, top-5: 98.9648
2023-02-02 23:25:09,721 - mmcls - INFO - Epoch [39][280/586]	lr: 3.906e-03, eta: 0:11:02, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1867, top-1: 93.9453, top-5: 98.2227
2023-02-02 23:25:10,227 - mmcls - INFO - Epoch [39][290/586]	lr: 3.906e-03, eta: 0:11:01, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1787, top-1: 94.0234, top-5: 98.5352
2023-02-02 23:25:11,361 - mmcls - INFO - Epoch [39][300/586]	lr: 3.906e-03, eta: 0:11:00, time: 0.109, data_time: 0.002, memory: 2815, loss: 0.1610, top-1: 94.8242, top-5: 98.4375
2023-02-02 23:25:11,861 - mmcls - INFO - Epoch [39][310/586]	lr: 3.906e-03, eta: 0:10:59, time: 0.054, data_time: 0.006, memory: 2815, loss: 0.1576, top-1: 94.8828, top-5: 98.7500
2023-02-02 23:25:12,385 - mmcls - INFO - Epoch [39][320/586]	lr: 3.906e-03, eta: 0:10:58, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1622, top-1: 94.4531, top-5: 99.0430
2023-02-02 23:25:13,364 - mmcls - INFO - Epoch [39][330/586]	lr: 3.906e-03, eta: 0:10:57, time: 0.092, data_time: 0.002, memory: 2815, loss: 0.1421, top-1: 95.0195, top-5: 98.8672
2023-02-02 23:25:14,355 - mmcls - INFO - Epoch [39][340/586]	lr: 3.906e-03, eta: 0:10:56, time: 0.104, data_time: 0.008, memory: 2815, loss: 0.1704, top-1: 94.3945, top-5: 98.4766
2023-02-02 23:25:14,852 - mmcls - INFO - Epoch [39][350/586]	lr: 3.906e-03, eta: 0:10:55, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1508, top-1: 95.1758, top-5: 98.8281
2023-02-02 23:25:15,865 - mmcls - INFO - Epoch [39][360/586]	lr: 3.906e-03, eta: 0:10:54, time: 0.097, data_time: 0.003, memory: 2815, loss: 0.1710, top-1: 94.2383, top-5: 98.6523
2023-02-02 23:25:16,872 - mmcls - INFO - Epoch [39][370/586]	lr: 3.906e-03, eta: 0:10:53, time: 0.105, data_time: 0.007, memory: 2815, loss: 0.1421, top-1: 94.9805, top-5: 99.1211
2023-02-02 23:25:17,375 - mmcls - INFO - Epoch [39][380/586]	lr: 3.906e-03, eta: 0:10:51, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1607, top-1: 94.5508, top-5: 98.8281
2023-02-02 23:25:18,090 - mmcls - INFO - Epoch [39][390/586]	lr: 3.906e-03, eta: 0:10:50, time: 0.067, data_time: 0.002, memory: 2815, loss: 0.1660, top-1: 94.3750, top-5: 98.8086
2023-02-02 23:25:19,085 - mmcls - INFO - Epoch [39][400/586]	lr: 3.906e-03, eta: 0:10:49, time: 0.104, data_time: 0.007, memory: 2815, loss: 0.1542, top-1: 95.0195, top-5: 98.7695
2023-02-02 23:25:19,602 - mmcls - INFO - Epoch [39][410/586]	lr: 3.906e-03, eta: 0:10:48, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1578, top-1: 94.6094, top-5: 98.7695
2023-02-02 23:25:20,123 - mmcls - INFO - Epoch [39][420/586]	lr: 3.906e-03, eta: 0:10:47, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1646, top-1: 94.3945, top-5: 98.6328
2023-02-02 23:25:21,262 - mmcls - INFO - Epoch [39][430/586]	lr: 3.906e-03, eta: 0:10:46, time: 0.113, data_time: 0.002, memory: 2815, loss: 0.1598, top-1: 94.6289, top-5: 98.7695
2023-02-02 23:25:21,763 - mmcls - INFO - Epoch [39][440/586]	lr: 3.906e-03, eta: 0:10:45, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1591, top-1: 94.6875, top-5: 98.8477
2023-02-02 23:25:22,315 - mmcls - INFO - Epoch [39][450/586]	lr: 3.906e-03, eta: 0:10:44, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1602, top-1: 95.0195, top-5: 98.6523
2023-02-02 23:25:23,549 - mmcls - INFO - Epoch [39][460/586]	lr: 3.906e-03, eta: 0:10:43, time: 0.122, data_time: 0.006, memory: 2815, loss: 0.1604, top-1: 94.4531, top-5: 98.9453
2023-02-02 23:25:24,196 - mmcls - INFO - Epoch [39][470/586]	lr: 3.906e-03, eta: 0:10:42, time: 0.070, data_time: 0.008, memory: 2815, loss: 0.1571, top-1: 94.6680, top-5: 98.6914
2023-02-02 23:25:24,696 - mmcls - INFO - Epoch [39][480/586]	lr: 3.906e-03, eta: 0:10:41, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1623, top-1: 94.6875, top-5: 98.7109
2023-02-02 23:25:25,439 - mmcls - INFO - Epoch [39][490/586]	lr: 3.906e-03, eta: 0:10:40, time: 0.068, data_time: 0.002, memory: 2815, loss: 0.1653, top-1: 94.3750, top-5: 98.8281
2023-02-02 23:25:26,305 - mmcls - INFO - Epoch [39][500/586]	lr: 3.906e-03, eta: 0:10:39, time: 0.092, data_time: 0.008, memory: 2815, loss: 0.1528, top-1: 95.0391, top-5: 98.9258
2023-02-02 23:25:26,816 - mmcls - INFO - Epoch [39][510/586]	lr: 3.906e-03, eta: 0:10:38, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1529, top-1: 94.6680, top-5: 98.8477
2023-02-02 23:25:27,384 - mmcls - INFO - Epoch [39][520/586]	lr: 3.906e-03, eta: 0:10:37, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.1620, top-1: 94.6094, top-5: 98.6133
2023-02-02 23:25:28,481 - mmcls - INFO - Epoch [39][530/586]	lr: 3.906e-03, eta: 0:10:36, time: 0.113, data_time: 0.006, memory: 2815, loss: 0.1772, top-1: 94.2383, top-5: 98.5547
2023-02-02 23:25:28,981 - mmcls - INFO - Epoch [39][540/586]	lr: 3.906e-03, eta: 0:10:35, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1550, top-1: 94.6875, top-5: 98.8086
2023-02-02 23:25:29,537 - mmcls - INFO - Epoch [39][550/586]	lr: 3.906e-03, eta: 0:10:34, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1482, top-1: 94.9805, top-5: 98.8672
2023-02-02 23:25:30,898 - mmcls - INFO - Epoch [39][560/586]	lr: 3.906e-03, eta: 0:10:33, time: 0.136, data_time: 0.006, memory: 2815, loss: 0.1463, top-1: 94.6875, top-5: 98.9648
2023-02-02 23:25:31,445 - mmcls - INFO - Epoch [39][570/586]	lr: 3.906e-03, eta: 0:10:32, time: 0.058, data_time: 0.006, memory: 2815, loss: 0.1526, top-1: 94.6289, top-5: 98.8281
2023-02-02 23:25:31,919 - mmcls - INFO - Epoch [39][580/586]	lr: 3.906e-03, eta: 0:10:30, time: 0.047, data_time: 0.002, memory: 2815, loss: 0.1576, top-1: 94.7656, top-5: 98.5938
2023-02-02 23:25:32,194 - mmcls - INFO - Saving checkpoint at 39 epochs
2023-02-02 23:25:35,063 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:25:35,064 - mmcls - INFO - Epoch(val) [39][12]	acc: 83.2333
2023-02-02 23:25:38,072 - mmcls - INFO - Epoch [40][10/586]	lr: 3.906e-03, eta: 0:10:29, time: 0.299, data_time: 0.222, memory: 2815, loss: 0.1579, top-1: 94.6680, top-5: 98.7305
2023-02-02 23:25:38,583 - mmcls - INFO - Epoch [40][20/586]	lr: 3.906e-03, eta: 0:10:28, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1561, top-1: 94.7266, top-5: 98.8867
2023-02-02 23:25:39,506 - mmcls - INFO - Epoch [40][30/586]	lr: 3.906e-03, eta: 0:10:27, time: 0.085, data_time: 0.002, memory: 2815, loss: 0.1631, top-1: 94.5508, top-5: 98.8086
2023-02-02 23:25:40,302 - mmcls - INFO - Epoch [40][40/586]	lr: 3.906e-03, eta: 0:10:26, time: 0.087, data_time: 0.010, memory: 2815, loss: 0.1573, top-1: 94.8633, top-5: 98.7109
2023-02-02 23:25:40,817 - mmcls - INFO - Epoch [40][50/586]	lr: 3.906e-03, eta: 0:10:25, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1386, top-1: 95.4297, top-5: 98.8867
2023-02-02 23:25:41,530 - mmcls - INFO - Epoch [40][60/586]	lr: 3.906e-03, eta: 0:10:24, time: 0.067, data_time: 0.002, memory: 2815, loss: 0.1634, top-1: 94.7852, top-5: 98.5547
2023-02-02 23:25:42,399 - mmcls - INFO - Epoch [40][70/586]	lr: 3.906e-03, eta: 0:10:23, time: 0.090, data_time: 0.007, memory: 2815, loss: 0.1547, top-1: 94.8633, top-5: 98.7695
2023-02-02 23:25:42,915 - mmcls - INFO - Epoch [40][80/586]	lr: 3.906e-03, eta: 0:10:22, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1458, top-1: 95.2344, top-5: 98.8281
2023-02-02 23:25:43,940 - mmcls - INFO - Epoch [40][90/586]	lr: 3.906e-03, eta: 0:10:21, time: 0.097, data_time: 0.002, memory: 2815, loss: 0.1348, top-1: 95.6445, top-5: 98.9648
2023-02-02 23:25:44,710 - mmcls - INFO - Epoch [40][100/586]	lr: 3.906e-03, eta: 0:10:20, time: 0.082, data_time: 0.008, memory: 2815, loss: 0.1733, top-1: 94.3945, top-5: 98.3984
2023-02-02 23:25:45,234 - mmcls - INFO - Epoch [40][110/586]	lr: 3.906e-03, eta: 0:10:19, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1611, top-1: 94.9023, top-5: 98.5156
2023-02-02 23:25:46,055 - mmcls - INFO - Epoch [40][120/586]	lr: 3.906e-03, eta: 0:10:18, time: 0.077, data_time: 0.003, memory: 2815, loss: 0.1458, top-1: 95.2539, top-5: 98.9453
2023-02-02 23:25:47,044 - mmcls - INFO - Epoch [40][130/586]	lr: 3.906e-03, eta: 0:10:17, time: 0.105, data_time: 0.008, memory: 2815, loss: 0.1732, top-1: 94.1797, top-5: 98.6133
2023-02-02 23:25:47,591 - mmcls - INFO - Epoch [40][140/586]	lr: 3.906e-03, eta: 0:10:16, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1660, top-1: 94.4727, top-5: 98.6719
2023-02-02 23:25:48,378 - mmcls - INFO - Epoch [40][150/586]	lr: 3.906e-03, eta: 0:10:15, time: 0.076, data_time: 0.003, memory: 2815, loss: 0.1640, top-1: 94.4727, top-5: 98.8086
2023-02-02 23:25:49,399 - mmcls - INFO - Epoch [40][160/586]	lr: 3.906e-03, eta: 0:10:14, time: 0.106, data_time: 0.006, memory: 2815, loss: 0.1379, top-1: 94.8828, top-5: 99.1016
2023-02-02 23:25:49,919 - mmcls - INFO - Epoch [40][170/586]	lr: 3.906e-03, eta: 0:10:13, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1365, top-1: 95.3711, top-5: 98.9258
2023-02-02 23:25:50,447 - mmcls - INFO - Epoch [40][180/586]	lr: 3.906e-03, eta: 0:10:11, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1514, top-1: 94.7070, top-5: 99.0039
2023-02-02 23:25:51,551 - mmcls - INFO - Epoch [40][190/586]	lr: 3.906e-03, eta: 0:10:11, time: 0.111, data_time: 0.003, memory: 2815, loss: 0.1694, top-1: 94.5117, top-5: 98.5547
2023-02-02 23:25:52,091 - mmcls - INFO - Epoch [40][200/586]	lr: 3.906e-03, eta: 0:10:09, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1527, top-1: 94.8242, top-5: 98.8086
2023-02-02 23:25:52,673 - mmcls - INFO - Epoch [40][210/586]	lr: 3.906e-03, eta: 0:10:08, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.1485, top-1: 94.9219, top-5: 99.0430
2023-02-02 23:25:53,814 - mmcls - INFO - Epoch [40][220/586]	lr: 3.906e-03, eta: 0:10:07, time: 0.117, data_time: 0.006, memory: 2815, loss: 0.1591, top-1: 94.6484, top-5: 98.7695
2023-02-02 23:25:54,330 - mmcls - INFO - Epoch [40][230/586]	lr: 3.906e-03, eta: 0:10:06, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1773, top-1: 94.0820, top-5: 98.5547
2023-02-02 23:25:55,004 - mmcls - INFO - Epoch [40][240/586]	lr: 3.906e-03, eta: 0:10:05, time: 0.063, data_time: 0.002, memory: 2815, loss: 0.1836, top-1: 93.9648, top-5: 98.4570
2023-02-02 23:25:56,011 - mmcls - INFO - Epoch [40][250/586]	lr: 3.906e-03, eta: 0:10:04, time: 0.105, data_time: 0.007, memory: 2815, loss: 0.1418, top-1: 95.3711, top-5: 98.8086
2023-02-02 23:25:56,519 - mmcls - INFO - Epoch [40][260/586]	lr: 3.906e-03, eta: 0:10:03, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1581, top-1: 94.9805, top-5: 98.6719
2023-02-02 23:25:57,042 - mmcls - INFO - Epoch [40][270/586]	lr: 3.906e-03, eta: 0:10:02, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1519, top-1: 95.1758, top-5: 98.7500
2023-02-02 23:25:58,200 - mmcls - INFO - Epoch [40][280/586]	lr: 3.906e-03, eta: 0:10:01, time: 0.111, data_time: 0.003, memory: 2815, loss: 0.1501, top-1: 94.9609, top-5: 98.8281
2023-02-02 23:25:58,757 - mmcls - INFO - Epoch [40][290/586]	lr: 3.906e-03, eta: 0:10:00, time: 0.060, data_time: 0.007, memory: 2815, loss: 0.1622, top-1: 94.8047, top-5: 98.7695
2023-02-02 23:25:59,342 - mmcls - INFO - Epoch [40][300/586]	lr: 3.906e-03, eta: 0:09:59, time: 0.057, data_time: 0.003, memory: 2815, loss: 0.1538, top-1: 94.7656, top-5: 98.6328
2023-02-02 23:26:00,571 - mmcls - INFO - Epoch [40][310/586]	lr: 3.906e-03, eta: 0:09:58, time: 0.123, data_time: 0.004, memory: 2815, loss: 0.1624, top-1: 94.5898, top-5: 98.6523
2023-02-02 23:26:01,085 - mmcls - INFO - Epoch [40][320/586]	lr: 3.906e-03, eta: 0:09:57, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1397, top-1: 95.5078, top-5: 98.8477
2023-02-02 23:26:01,638 - mmcls - INFO - Epoch [40][330/586]	lr: 3.906e-03, eta: 0:09:56, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.1831, top-1: 94.0820, top-5: 98.4375
2023-02-02 23:26:02,220 - mmcls - INFO - Epoch [40][340/586]	lr: 3.906e-03, eta: 0:09:55, time: 0.058, data_time: 0.003, memory: 2815, loss: 0.1652, top-1: 94.3164, top-5: 98.6523
2023-02-02 23:26:02,889 - mmcls - INFO - Epoch [40][350/586]	lr: 3.906e-03, eta: 0:09:54, time: 0.062, data_time: 0.002, memory: 2815, loss: 0.1442, top-1: 95.2344, top-5: 98.8477
2023-02-02 23:26:03,449 - mmcls - INFO - Epoch [40][360/586]	lr: 3.906e-03, eta: 0:09:53, time: 0.059, data_time: 0.007, memory: 2815, loss: 0.1552, top-1: 95.0781, top-5: 98.6133
2023-02-02 23:26:04,006 - mmcls - INFO - Epoch [40][370/586]	lr: 3.906e-03, eta: 0:09:52, time: 0.057, data_time: 0.004, memory: 2815, loss: 0.1785, top-1: 94.0039, top-5: 98.4961
2023-02-02 23:26:05,010 - mmcls - INFO - Epoch [40][380/586]	lr: 3.906e-03, eta: 0:09:51, time: 0.095, data_time: 0.002, memory: 2815, loss: 0.1671, top-1: 94.3359, top-5: 98.7891
2023-02-02 23:26:05,668 - mmcls - INFO - Epoch [40][390/586]	lr: 3.906e-03, eta: 0:09:50, time: 0.071, data_time: 0.008, memory: 2815, loss: 0.1562, top-1: 94.8828, top-5: 98.8477
2023-02-02 23:26:06,196 - mmcls - INFO - Epoch [40][400/586]	lr: 3.906e-03, eta: 0:09:48, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1579, top-1: 95.0000, top-5: 98.6719
2023-02-02 23:26:07,173 - mmcls - INFO - Epoch [40][410/586]	lr: 3.906e-03, eta: 0:09:48, time: 0.095, data_time: 0.002, memory: 2815, loss: 0.1463, top-1: 95.2539, top-5: 98.9062
2023-02-02 23:26:07,700 - mmcls - INFO - Epoch [40][420/586]	lr: 3.906e-03, eta: 0:09:46, time: 0.055, data_time: 0.005, memory: 2815, loss: 0.1697, top-1: 94.4531, top-5: 98.6133
2023-02-02 23:26:08,199 - mmcls - INFO - Epoch [40][430/586]	lr: 3.906e-03, eta: 0:09:45, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1630, top-1: 94.6289, top-5: 98.6133
2023-02-02 23:26:09,220 - mmcls - INFO - Epoch [40][440/586]	lr: 3.906e-03, eta: 0:09:44, time: 0.097, data_time: 0.003, memory: 2815, loss: 0.1559, top-1: 94.8828, top-5: 98.7109
2023-02-02 23:26:10,021 - mmcls - INFO - Epoch [40][450/586]	lr: 3.906e-03, eta: 0:09:43, time: 0.085, data_time: 0.008, memory: 2815, loss: 0.1553, top-1: 94.7852, top-5: 98.8086
2023-02-02 23:26:10,613 - mmcls - INFO - Epoch [40][460/586]	lr: 3.906e-03, eta: 0:09:42, time: 0.056, data_time: 0.003, memory: 2815, loss: 0.1679, top-1: 94.3164, top-5: 98.6523
2023-02-02 23:26:11,780 - mmcls - INFO - Epoch [40][470/586]	lr: 3.906e-03, eta: 0:09:41, time: 0.121, data_time: 0.006, memory: 2815, loss: 0.1598, top-1: 94.8828, top-5: 98.6523
2023-02-02 23:26:12,303 - mmcls - INFO - Epoch [40][480/586]	lr: 3.906e-03, eta: 0:09:40, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1645, top-1: 94.6680, top-5: 98.7305
2023-02-02 23:26:13,174 - mmcls - INFO - Epoch [40][490/586]	lr: 3.906e-03, eta: 0:09:39, time: 0.082, data_time: 0.002, memory: 2815, loss: 0.1603, top-1: 94.4531, top-5: 98.8477
2023-02-02 23:26:14,143 - mmcls - INFO - Epoch [40][500/586]	lr: 3.906e-03, eta: 0:09:38, time: 0.103, data_time: 0.008, memory: 2815, loss: 0.1433, top-1: 95.0000, top-5: 99.1016
2023-02-02 23:26:14,676 - mmcls - INFO - Epoch [40][510/586]	lr: 3.906e-03, eta: 0:09:37, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1544, top-1: 94.7461, top-5: 98.8086
2023-02-02 23:26:15,305 - mmcls - INFO - Epoch [40][520/586]	lr: 3.906e-03, eta: 0:09:36, time: 0.060, data_time: 0.002, memory: 2815, loss: 0.1542, top-1: 94.8438, top-5: 98.7500
2023-02-02 23:26:16,343 - mmcls - INFO - Epoch [40][530/586]	lr: 3.906e-03, eta: 0:09:35, time: 0.107, data_time: 0.006, memory: 2815, loss: 0.1551, top-1: 94.9023, top-5: 98.6914
2023-02-02 23:26:16,845 - mmcls - INFO - Epoch [40][540/586]	lr: 3.906e-03, eta: 0:09:34, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1404, top-1: 95.1953, top-5: 98.9844
2023-02-02 23:26:17,616 - mmcls - INFO - Epoch [40][550/586]	lr: 3.906e-03, eta: 0:09:33, time: 0.074, data_time: 0.003, memory: 2815, loss: 0.1628, top-1: 94.6094, top-5: 98.6328
2023-02-02 23:26:18,766 - mmcls - INFO - Epoch [40][560/586]	lr: 3.906e-03, eta: 0:09:32, time: 0.119, data_time: 0.007, memory: 2815, loss: 0.1488, top-1: 95.0000, top-5: 98.7500
2023-02-02 23:26:19,270 - mmcls - INFO - Epoch [40][570/586]	lr: 3.906e-03, eta: 0:09:31, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1374, top-1: 95.5078, top-5: 99.0039
2023-02-02 23:26:19,784 - mmcls - INFO - Epoch [40][580/586]	lr: 3.906e-03, eta: 0:09:30, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.1564, top-1: 94.7461, top-5: 98.9648
2023-02-02 23:26:20,414 - mmcls - INFO - Saving checkpoint at 40 epochs
2023-02-02 23:26:23,187 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:26:23,188 - mmcls - INFO - Epoch(val) [40][12]	acc: 83.6833
2023-02-02 23:26:26,699 - mmcls - INFO - Epoch [41][10/586]	lr: 9.766e-04, eta: 0:09:29, time: 0.344, data_time: 0.223, memory: 2815, loss: 0.1608, top-1: 94.5703, top-5: 98.6719
2023-02-02 23:26:27,618 - mmcls - INFO - Epoch [41][20/586]	lr: 9.766e-04, eta: 0:09:28, time: 0.097, data_time: 0.008, memory: 2815, loss: 0.1354, top-1: 95.1953, top-5: 99.1211
2023-02-02 23:26:28,157 - mmcls - INFO - Epoch [41][30/586]	lr: 9.766e-04, eta: 0:09:27, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1415, top-1: 95.3906, top-5: 98.9453
2023-02-02 23:26:28,755 - mmcls - INFO - Epoch [41][40/586]	lr: 9.766e-04, eta: 0:09:26, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.1559, top-1: 94.8438, top-5: 98.5156
2023-02-02 23:26:29,964 - mmcls - INFO - Epoch [41][50/586]	lr: 9.766e-04, eta: 0:09:25, time: 0.126, data_time: 0.007, memory: 2815, loss: 0.1514, top-1: 95.0586, top-5: 98.8867
2023-02-02 23:26:30,486 - mmcls - INFO - Epoch [41][60/586]	lr: 9.766e-04, eta: 0:09:24, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1542, top-1: 94.9609, top-5: 98.8086
2023-02-02 23:26:31,050 - mmcls - INFO - Epoch [41][70/586]	lr: 9.766e-04, eta: 0:09:23, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1416, top-1: 95.4102, top-5: 98.8477
2023-02-02 23:26:32,411 - mmcls - INFO - Epoch [41][80/586]	lr: 9.766e-04, eta: 0:09:22, time: 0.136, data_time: 0.006, memory: 2815, loss: 0.1431, top-1: 95.6055, top-5: 98.8672
2023-02-02 23:26:32,940 - mmcls - INFO - Epoch [41][90/586]	lr: 9.766e-04, eta: 0:09:21, time: 0.057, data_time: 0.006, memory: 2815, loss: 0.1352, top-1: 95.6641, top-5: 98.8281
2023-02-02 23:26:33,513 - mmcls - INFO - Epoch [41][100/586]	lr: 9.766e-04, eta: 0:09:20, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.1424, top-1: 95.6055, top-5: 98.6719
2023-02-02 23:26:34,563 - mmcls - INFO - Epoch [41][110/586]	lr: 9.766e-04, eta: 0:09:19, time: 0.108, data_time: 0.006, memory: 2815, loss: 0.1434, top-1: 95.2539, top-5: 98.7305
2023-02-02 23:26:35,070 - mmcls - INFO - Epoch [41][120/586]	lr: 9.766e-04, eta: 0:09:18, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1341, top-1: 95.6055, top-5: 98.8867
2023-02-02 23:26:35,588 - mmcls - INFO - Epoch [41][130/586]	lr: 9.766e-04, eta: 0:09:17, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1372, top-1: 95.3711, top-5: 98.7695
2023-02-02 23:26:36,578 - mmcls - INFO - Epoch [41][140/586]	lr: 9.766e-04, eta: 0:09:16, time: 0.094, data_time: 0.002, memory: 2815, loss: 0.1438, top-1: 95.6641, top-5: 98.7891
2023-02-02 23:26:37,578 - mmcls - INFO - Epoch [41][150/586]	lr: 9.766e-04, eta: 0:09:15, time: 0.105, data_time: 0.008, memory: 2815, loss: 0.1321, top-1: 95.5469, top-5: 99.0625
2023-02-02 23:26:38,079 - mmcls - INFO - Epoch [41][160/586]	lr: 9.766e-04, eta: 0:09:14, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1419, top-1: 95.5469, top-5: 98.7891
2023-02-02 23:26:38,810 - mmcls - INFO - Epoch [41][170/586]	lr: 9.766e-04, eta: 0:09:12, time: 0.068, data_time: 0.002, memory: 2815, loss: 0.1388, top-1: 95.4102, top-5: 98.8477
2023-02-02 23:26:39,856 - mmcls - INFO - Epoch [41][180/586]	lr: 9.766e-04, eta: 0:09:12, time: 0.109, data_time: 0.007, memory: 2815, loss: 0.1439, top-1: 95.1758, top-5: 99.0430
2023-02-02 23:26:40,342 - mmcls - INFO - Epoch [41][190/586]	lr: 9.766e-04, eta: 0:09:10, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1327, top-1: 95.5273, top-5: 99.1602
2023-02-02 23:26:40,867 - mmcls - INFO - Epoch [41][200/586]	lr: 9.766e-04, eta: 0:09:09, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1439, top-1: 95.2539, top-5: 98.9062
2023-02-02 23:26:41,959 - mmcls - INFO - Epoch [41][210/586]	lr: 9.766e-04, eta: 0:09:08, time: 0.105, data_time: 0.002, memory: 2815, loss: 0.1461, top-1: 95.1953, top-5: 98.9258
2023-02-02 23:26:42,487 - mmcls - INFO - Epoch [41][220/586]	lr: 9.766e-04, eta: 0:09:07, time: 0.058, data_time: 0.007, memory: 2815, loss: 0.1338, top-1: 95.3711, top-5: 99.2383
2023-02-02 23:26:42,997 - mmcls - INFO - Epoch [41][230/586]	lr: 9.766e-04, eta: 0:09:06, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1297, top-1: 95.8398, top-5: 99.0625
2023-02-02 23:26:43,988 - mmcls - INFO - Epoch [41][240/586]	lr: 9.766e-04, eta: 0:09:05, time: 0.094, data_time: 0.002, memory: 2815, loss: 0.1387, top-1: 95.4102, top-5: 98.8672
2023-02-02 23:26:44,797 - mmcls - INFO - Epoch [41][250/586]	lr: 9.766e-04, eta: 0:09:04, time: 0.086, data_time: 0.008, memory: 2815, loss: 0.1491, top-1: 94.8828, top-5: 98.8086
2023-02-02 23:26:45,322 - mmcls - INFO - Epoch [41][260/586]	lr: 9.766e-04, eta: 0:09:03, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1319, top-1: 95.4492, top-5: 98.8867
2023-02-02 23:26:46,038 - mmcls - INFO - Epoch [41][270/586]	lr: 9.766e-04, eta: 0:09:02, time: 0.068, data_time: 0.002, memory: 2815, loss: 0.1524, top-1: 95.2148, top-5: 98.5742
2023-02-02 23:26:46,874 - mmcls - INFO - Epoch [41][280/586]	lr: 9.766e-04, eta: 0:09:01, time: 0.087, data_time: 0.006, memory: 2815, loss: 0.1359, top-1: 95.5664, top-5: 98.9258
2023-02-02 23:26:47,411 - mmcls - INFO - Epoch [41][290/586]	lr: 9.766e-04, eta: 0:09:00, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1294, top-1: 95.6445, top-5: 99.0430
2023-02-02 23:26:48,050 - mmcls - INFO - Epoch [41][300/586]	lr: 9.766e-04, eta: 0:08:59, time: 0.058, data_time: 0.002, memory: 2815, loss: 0.1446, top-1: 95.4688, top-5: 98.9648
2023-02-02 23:26:49,011 - mmcls - INFO - Epoch [41][310/586]	lr: 9.766e-04, eta: 0:08:58, time: 0.102, data_time: 0.008, memory: 2815, loss: 0.1403, top-1: 95.3320, top-5: 98.7695
2023-02-02 23:26:49,520 - mmcls - INFO - Epoch [41][320/586]	lr: 9.766e-04, eta: 0:08:57, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1247, top-1: 95.7812, top-5: 98.9844
2023-02-02 23:26:50,127 - mmcls - INFO - Epoch [41][330/586]	lr: 9.766e-04, eta: 0:08:56, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.1458, top-1: 95.3516, top-5: 98.8477
2023-02-02 23:26:51,082 - mmcls - INFO - Epoch [41][340/586]	lr: 9.766e-04, eta: 0:08:55, time: 0.100, data_time: 0.007, memory: 2815, loss: 0.1348, top-1: 95.5859, top-5: 99.0430
2023-02-02 23:26:51,577 - mmcls - INFO - Epoch [41][350/586]	lr: 9.766e-04, eta: 0:08:54, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1624, top-1: 94.7656, top-5: 98.5156
2023-02-02 23:26:52,224 - mmcls - INFO - Epoch [41][360/586]	lr: 9.766e-04, eta: 0:08:53, time: 0.061, data_time: 0.002, memory: 2815, loss: 0.1307, top-1: 95.2344, top-5: 99.0430
2023-02-02 23:26:53,430 - mmcls - INFO - Epoch [41][370/586]	lr: 9.766e-04, eta: 0:08:52, time: 0.121, data_time: 0.006, memory: 2815, loss: 0.1371, top-1: 95.2539, top-5: 99.0430
2023-02-02 23:26:54,057 - mmcls - INFO - Epoch [41][380/586]	lr: 9.766e-04, eta: 0:08:51, time: 0.064, data_time: 0.006, memory: 2815, loss: 0.1389, top-1: 95.4883, top-5: 98.9258
2023-02-02 23:26:54,591 - mmcls - INFO - Epoch [41][390/586]	lr: 9.766e-04, eta: 0:08:50, time: 0.056, data_time: 0.005, memory: 2815, loss: 0.1433, top-1: 95.1953, top-5: 99.0234
2023-02-02 23:26:55,582 - mmcls - INFO - Epoch [41][400/586]	lr: 9.766e-04, eta: 0:08:49, time: 0.092, data_time: 0.002, memory: 2815, loss: 0.1247, top-1: 95.8594, top-5: 99.1211
2023-02-02 23:26:56,427 - mmcls - INFO - Epoch [41][410/586]	lr: 9.766e-04, eta: 0:08:48, time: 0.091, data_time: 0.009, memory: 2815, loss: 0.1379, top-1: 95.3516, top-5: 98.9453
2023-02-02 23:26:56,927 - mmcls - INFO - Epoch [41][420/586]	lr: 9.766e-04, eta: 0:08:47, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1443, top-1: 95.1172, top-5: 98.8867
2023-02-02 23:26:57,742 - mmcls - INFO - Epoch [41][430/586]	lr: 9.766e-04, eta: 0:08:46, time: 0.077, data_time: 0.003, memory: 2815, loss: 0.1383, top-1: 95.3906, top-5: 98.8477
2023-02-02 23:26:58,675 - mmcls - INFO - Epoch [41][440/586]	lr: 9.766e-04, eta: 0:08:45, time: 0.098, data_time: 0.007, memory: 2815, loss: 0.1394, top-1: 95.2344, top-5: 99.0039
2023-02-02 23:26:59,176 - mmcls - INFO - Epoch [41][450/586]	lr: 9.766e-04, eta: 0:08:44, time: 0.050, data_time: 0.004, memory: 2815, loss: 0.1430, top-1: 95.3125, top-5: 98.7500
2023-02-02 23:26:59,691 - mmcls - INFO - Epoch [41][460/586]	lr: 9.766e-04, eta: 0:08:43, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1368, top-1: 95.6250, top-5: 98.9844
2023-02-02 23:27:00,690 - mmcls - INFO - Epoch [41][470/586]	lr: 9.766e-04, eta: 0:08:42, time: 0.096, data_time: 0.003, memory: 2815, loss: 0.1371, top-1: 95.6055, top-5: 98.8281
2023-02-02 23:27:01,284 - mmcls - INFO - Epoch [41][480/586]	lr: 9.766e-04, eta: 0:08:41, time: 0.063, data_time: 0.006, memory: 2815, loss: 0.1280, top-1: 95.5664, top-5: 99.0820
2023-02-02 23:27:01,796 - mmcls - INFO - Epoch [41][490/586]	lr: 9.766e-04, eta: 0:08:40, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1403, top-1: 95.5859, top-5: 99.0430
2023-02-02 23:27:02,581 - mmcls - INFO - Epoch [41][500/586]	lr: 9.766e-04, eta: 0:08:39, time: 0.071, data_time: 0.002, memory: 2815, loss: 0.1338, top-1: 95.3906, top-5: 98.9062
2023-02-02 23:27:03,484 - mmcls - INFO - Epoch [41][510/586]	lr: 9.766e-04, eta: 0:08:38, time: 0.098, data_time: 0.009, memory: 2815, loss: 0.1340, top-1: 95.6250, top-5: 99.0820
2023-02-02 23:27:04,003 - mmcls - INFO - Epoch [41][520/586]	lr: 9.766e-04, eta: 0:08:36, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1560, top-1: 94.7461, top-5: 98.7695
2023-02-02 23:27:04,585 - mmcls - INFO - Epoch [41][530/586]	lr: 9.766e-04, eta: 0:08:35, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.1397, top-1: 95.4688, top-5: 98.7500
2023-02-02 23:27:05,631 - mmcls - INFO - Epoch [41][540/586]	lr: 9.766e-04, eta: 0:08:34, time: 0.107, data_time: 0.004, memory: 2815, loss: 0.1464, top-1: 94.9805, top-5: 98.8086
2023-02-02 23:27:06,134 - mmcls - INFO - Epoch [41][550/586]	lr: 9.766e-04, eta: 0:08:33, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1426, top-1: 95.1758, top-5: 98.8672
2023-02-02 23:27:06,757 - mmcls - INFO - Epoch [41][560/586]	lr: 9.766e-04, eta: 0:08:32, time: 0.059, data_time: 0.003, memory: 2815, loss: 0.1320, top-1: 95.9180, top-5: 99.0820
2023-02-02 23:27:07,988 - mmcls - INFO - Epoch [41][570/586]	lr: 9.766e-04, eta: 0:08:31, time: 0.123, data_time: 0.006, memory: 2815, loss: 0.1531, top-1: 94.9414, top-5: 98.9062
2023-02-02 23:27:08,458 - mmcls - INFO - Epoch [41][580/586]	lr: 9.766e-04, eta: 0:08:30, time: 0.051, data_time: 0.006, memory: 2815, loss: 0.1339, top-1: 95.5664, top-5: 98.9062
2023-02-02 23:27:08,723 - mmcls - INFO - Saving checkpoint at 41 epochs
2023-02-02 23:27:11,499 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:27:11,499 - mmcls - INFO - Epoch(val) [41][12]	acc: 83.8500
2023-02-02 23:27:14,810 - mmcls - INFO - Epoch [42][10/586]	lr: 9.766e-04, eta: 0:08:29, time: 0.329, data_time: 0.225, memory: 2815, loss: 0.1365, top-1: 95.6836, top-5: 98.7500
2023-02-02 23:27:15,313 - mmcls - INFO - Epoch [42][20/586]	lr: 9.766e-04, eta: 0:08:28, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1411, top-1: 95.3516, top-5: 98.8477
2023-02-02 23:27:16,029 - mmcls - INFO - Epoch [42][30/586]	lr: 9.766e-04, eta: 0:08:27, time: 0.067, data_time: 0.003, memory: 2815, loss: 0.1425, top-1: 95.5078, top-5: 98.6719
2023-02-02 23:27:17,301 - mmcls - INFO - Epoch [42][40/586]	lr: 9.766e-04, eta: 0:08:26, time: 0.127, data_time: 0.008, memory: 2815, loss: 0.1346, top-1: 95.8203, top-5: 98.8281
2023-02-02 23:27:17,835 - mmcls - INFO - Epoch [42][50/586]	lr: 9.766e-04, eta: 0:08:25, time: 0.059, data_time: 0.008, memory: 2815, loss: 0.1396, top-1: 95.2539, top-5: 99.0625
2023-02-02 23:27:18,338 - mmcls - INFO - Epoch [42][60/586]	lr: 9.766e-04, eta: 0:08:24, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1314, top-1: 95.7617, top-5: 98.9062
2023-02-02 23:27:19,288 - mmcls - INFO - Epoch [42][70/586]	lr: 9.766e-04, eta: 0:08:23, time: 0.090, data_time: 0.002, memory: 2815, loss: 0.1550, top-1: 94.9609, top-5: 98.7305
2023-02-02 23:27:20,044 - mmcls - INFO - Epoch [42][80/586]	lr: 9.766e-04, eta: 0:08:22, time: 0.080, data_time: 0.007, memory: 2815, loss: 0.1294, top-1: 95.6836, top-5: 98.9062
2023-02-02 23:27:20,563 - mmcls - INFO - Epoch [42][90/586]	lr: 9.766e-04, eta: 0:08:21, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1399, top-1: 95.3516, top-5: 98.8477
2023-02-02 23:27:21,569 - mmcls - INFO - Epoch [42][100/586]	lr: 9.766e-04, eta: 0:08:20, time: 0.095, data_time: 0.002, memory: 2815, loss: 0.1398, top-1: 95.1562, top-5: 98.8867
2023-02-02 23:27:22,265 - mmcls - INFO - Epoch [42][110/586]	lr: 9.766e-04, eta: 0:08:19, time: 0.074, data_time: 0.007, memory: 2815, loss: 0.1509, top-1: 94.9219, top-5: 98.7500
2023-02-02 23:27:22,782 - mmcls - INFO - Epoch [42][120/586]	lr: 9.766e-04, eta: 0:08:18, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1333, top-1: 95.4688, top-5: 99.0820
2023-02-02 23:27:23,674 - mmcls - INFO - Epoch [42][130/586]	lr: 9.766e-04, eta: 0:08:17, time: 0.083, data_time: 0.001, memory: 2815, loss: 0.1391, top-1: 95.3906, top-5: 98.8672
2023-02-02 23:27:24,616 - mmcls - INFO - Epoch [42][140/586]	lr: 9.766e-04, eta: 0:08:16, time: 0.099, data_time: 0.008, memory: 2815, loss: 0.1380, top-1: 95.5273, top-5: 98.9258
2023-02-02 23:27:25,122 - mmcls - INFO - Epoch [42][150/586]	lr: 9.766e-04, eta: 0:08:15, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1371, top-1: 95.3906, top-5: 99.0625
2023-02-02 23:27:25,779 - mmcls - INFO - Epoch [42][160/586]	lr: 9.766e-04, eta: 0:08:14, time: 0.062, data_time: 0.002, memory: 2815, loss: 0.1363, top-1: 95.5273, top-5: 98.9453
2023-02-02 23:27:26,771 - mmcls - INFO - Epoch [42][170/586]	lr: 9.766e-04, eta: 0:08:13, time: 0.103, data_time: 0.006, memory: 2815, loss: 0.1420, top-1: 95.5273, top-5: 98.6523
2023-02-02 23:27:27,284 - mmcls - INFO - Epoch [42][180/586]	lr: 9.766e-04, eta: 0:08:12, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1330, top-1: 95.6250, top-5: 98.8867
2023-02-02 23:27:27,985 - mmcls - INFO - Epoch [42][190/586]	lr: 9.766e-04, eta: 0:08:11, time: 0.066, data_time: 0.003, memory: 2815, loss: 0.1351, top-1: 95.5273, top-5: 98.9062
2023-02-02 23:27:29,019 - mmcls - INFO - Epoch [42][200/586]	lr: 9.766e-04, eta: 0:08:10, time: 0.108, data_time: 0.007, memory: 2815, loss: 0.1362, top-1: 95.4688, top-5: 98.9648
2023-02-02 23:27:29,545 - mmcls - INFO - Epoch [42][210/586]	lr: 9.766e-04, eta: 0:08:09, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1432, top-1: 95.5078, top-5: 98.8086
2023-02-02 23:27:30,166 - mmcls - INFO - Epoch [42][220/586]	lr: 9.766e-04, eta: 0:08:08, time: 0.059, data_time: 0.003, memory: 2815, loss: 0.1447, top-1: 95.3516, top-5: 98.9258
2023-02-02 23:27:31,379 - mmcls - INFO - Epoch [42][230/586]	lr: 9.766e-04, eta: 0:08:07, time: 0.122, data_time: 0.005, memory: 2815, loss: 0.1366, top-1: 95.1562, top-5: 98.9062
2023-02-02 23:27:31,867 - mmcls - INFO - Epoch [42][240/586]	lr: 9.766e-04, eta: 0:08:06, time: 0.051, data_time: 0.005, memory: 2815, loss: 0.1400, top-1: 95.4492, top-5: 99.0039
2023-02-02 23:27:32,538 - mmcls - INFO - Epoch [42][250/586]	lr: 9.766e-04, eta: 0:08:05, time: 0.064, data_time: 0.003, memory: 2815, loss: 0.1313, top-1: 95.6250, top-5: 99.0820
2023-02-02 23:27:33,760 - mmcls - INFO - Epoch [42][260/586]	lr: 9.766e-04, eta: 0:08:04, time: 0.121, data_time: 0.006, memory: 2815, loss: 0.1435, top-1: 95.1953, top-5: 99.0039
2023-02-02 23:27:34,271 - mmcls - INFO - Epoch [42][270/586]	lr: 9.766e-04, eta: 0:08:03, time: 0.056, data_time: 0.007, memory: 2815, loss: 0.1410, top-1: 95.3320, top-5: 98.9062
2023-02-02 23:27:34,879 - mmcls - INFO - Epoch [42][280/586]	lr: 9.766e-04, eta: 0:08:02, time: 0.057, data_time: 0.002, memory: 2815, loss: 0.1324, top-1: 95.4492, top-5: 98.9062
2023-02-02 23:27:36,176 - mmcls - INFO - Epoch [42][290/586]	lr: 9.766e-04, eta: 0:08:01, time: 0.128, data_time: 0.006, memory: 2815, loss: 0.1265, top-1: 95.7227, top-5: 99.0039
2023-02-02 23:27:36,902 - mmcls - INFO - Epoch [42][300/586]	lr: 9.766e-04, eta: 0:08:00, time: 0.078, data_time: 0.008, memory: 2815, loss: 0.1260, top-1: 95.7617, top-5: 98.9648
2023-02-02 23:27:37,433 - mmcls - INFO - Epoch [42][310/586]	lr: 9.766e-04, eta: 0:07:59, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1549, top-1: 94.8438, top-5: 98.8281
2023-02-02 23:27:38,485 - mmcls - INFO - Epoch [42][320/586]	lr: 9.766e-04, eta: 0:07:58, time: 0.099, data_time: 0.003, memory: 2815, loss: 0.1280, top-1: 95.8203, top-5: 99.0234
2023-02-02 23:27:39,061 - mmcls - INFO - Epoch [42][330/586]	lr: 9.766e-04, eta: 0:07:57, time: 0.064, data_time: 0.009, memory: 2815, loss: 0.1353, top-1: 95.5469, top-5: 98.6914
2023-02-02 23:27:39,661 - mmcls - INFO - Epoch [42][340/586]	lr: 9.766e-04, eta: 0:07:56, time: 0.057, data_time: 0.002, memory: 2815, loss: 0.1540, top-1: 94.7266, top-5: 98.8672
2023-02-02 23:27:40,864 - mmcls - INFO - Epoch [42][350/586]	lr: 9.766e-04, eta: 0:07:55, time: 0.118, data_time: 0.006, memory: 2815, loss: 0.1252, top-1: 95.8398, top-5: 98.9453
2023-02-02 23:27:41,697 - mmcls - INFO - Epoch [42][360/586]	lr: 9.766e-04, eta: 0:07:54, time: 0.088, data_time: 0.008, memory: 2815, loss: 0.1331, top-1: 95.4492, top-5: 98.9648
2023-02-02 23:27:42,203 - mmcls - INFO - Epoch [42][370/586]	lr: 9.766e-04, eta: 0:07:53, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1154, top-1: 95.8203, top-5: 99.1406
2023-02-02 23:27:42,970 - mmcls - INFO - Epoch [42][380/586]	lr: 9.766e-04, eta: 0:07:52, time: 0.072, data_time: 0.003, memory: 2815, loss: 0.1367, top-1: 95.3516, top-5: 99.1406
2023-02-02 23:27:43,904 - mmcls - INFO - Epoch [42][390/586]	lr: 9.766e-04, eta: 0:07:51, time: 0.098, data_time: 0.008, memory: 2815, loss: 0.1384, top-1: 95.4297, top-5: 98.9062
2023-02-02 23:27:44,409 - mmcls - INFO - Epoch [42][400/586]	lr: 9.766e-04, eta: 0:07:50, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1268, top-1: 95.8789, top-5: 99.0625
2023-02-02 23:27:45,036 - mmcls - INFO - Epoch [42][410/586]	lr: 9.766e-04, eta: 0:07:49, time: 0.061, data_time: 0.003, memory: 2815, loss: 0.1402, top-1: 95.4492, top-5: 98.8867
2023-02-02 23:27:46,172 - mmcls - INFO - Epoch [42][420/586]	lr: 9.766e-04, eta: 0:07:48, time: 0.115, data_time: 0.005, memory: 2815, loss: 0.1280, top-1: 95.4688, top-5: 99.2383
2023-02-02 23:27:46,677 - mmcls - INFO - Epoch [42][430/586]	lr: 9.766e-04, eta: 0:07:47, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1506, top-1: 94.9805, top-5: 98.8086
2023-02-02 23:27:47,412 - mmcls - INFO - Epoch [42][440/586]	lr: 9.766e-04, eta: 0:07:46, time: 0.070, data_time: 0.003, memory: 2815, loss: 0.1319, top-1: 95.5859, top-5: 98.9648
2023-02-02 23:27:48,302 - mmcls - INFO - Epoch [42][450/586]	lr: 9.766e-04, eta: 0:07:45, time: 0.093, data_time: 0.006, memory: 2815, loss: 0.1409, top-1: 95.4297, top-5: 98.7109
2023-02-02 23:27:48,824 - mmcls - INFO - Epoch [42][460/586]	lr: 9.766e-04, eta: 0:07:44, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1170, top-1: 95.8008, top-5: 99.2383
2023-02-02 23:27:49,346 - mmcls - INFO - Epoch [42][470/586]	lr: 9.766e-04, eta: 0:07:43, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1238, top-1: 95.7227, top-5: 99.1211
2023-02-02 23:27:50,519 - mmcls - INFO - Epoch [42][480/586]	lr: 9.766e-04, eta: 0:07:42, time: 0.115, data_time: 0.003, memory: 2815, loss: 0.1275, top-1: 96.0156, top-5: 99.0039
2023-02-02 23:27:51,061 - mmcls - INFO - Epoch [42][490/586]	lr: 9.766e-04, eta: 0:07:41, time: 0.057, data_time: 0.005, memory: 2815, loss: 0.1385, top-1: 95.2930, top-5: 98.9844
2023-02-02 23:27:51,590 - mmcls - INFO - Epoch [42][500/586]	lr: 9.766e-04, eta: 0:07:40, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1369, top-1: 95.0391, top-5: 99.0234
2023-02-02 23:27:52,483 - mmcls - INFO - Epoch [42][510/586]	lr: 9.766e-04, eta: 0:07:39, time: 0.085, data_time: 0.003, memory: 2815, loss: 0.1423, top-1: 95.2539, top-5: 98.8672
2023-02-02 23:27:53,214 - mmcls - INFO - Epoch [42][520/586]	lr: 9.766e-04, eta: 0:07:38, time: 0.078, data_time: 0.007, memory: 2815, loss: 0.1456, top-1: 95.0977, top-5: 98.7695
2023-02-02 23:27:53,720 - mmcls - INFO - Epoch [42][530/586]	lr: 9.766e-04, eta: 0:07:37, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1446, top-1: 95.0000, top-5: 98.9258
2023-02-02 23:27:54,502 - mmcls - INFO - Epoch [42][540/586]	lr: 9.766e-04, eta: 0:07:36, time: 0.073, data_time: 0.003, memory: 2815, loss: 0.1433, top-1: 95.0391, top-5: 98.8672
2023-02-02 23:27:55,353 - mmcls - INFO - Epoch [42][550/586]	lr: 9.766e-04, eta: 0:07:35, time: 0.090, data_time: 0.008, memory: 2815, loss: 0.1324, top-1: 95.4102, top-5: 99.0234
2023-02-02 23:27:55,849 - mmcls - INFO - Epoch [42][560/586]	lr: 9.766e-04, eta: 0:07:34, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1363, top-1: 95.2734, top-5: 99.0039
2023-02-02 23:27:56,813 - mmcls - INFO - Epoch [42][570/586]	lr: 9.766e-04, eta: 0:07:33, time: 0.092, data_time: 0.003, memory: 2815, loss: 0.1319, top-1: 95.7227, top-5: 98.9844
2023-02-02 23:27:57,547 - mmcls - INFO - Epoch [42][580/586]	lr: 9.766e-04, eta: 0:07:32, time: 0.078, data_time: 0.007, memory: 2815, loss: 0.1405, top-1: 95.1562, top-5: 98.8477
2023-02-02 23:27:57,807 - mmcls - INFO - Saving checkpoint at 42 epochs
2023-02-02 23:28:00,527 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:28:00,528 - mmcls - INFO - Epoch(val) [42][12]	acc: 83.9500
2023-02-02 23:28:03,815 - mmcls - INFO - Epoch [43][10/586]	lr: 9.766e-04, eta: 0:07:30, time: 0.327, data_time: 0.218, memory: 2815, loss: 0.1293, top-1: 95.6250, top-5: 99.0820
2023-02-02 23:28:04,378 - mmcls - INFO - Epoch [43][20/586]	lr: 9.766e-04, eta: 0:07:29, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.1302, top-1: 95.9180, top-5: 99.0039
2023-02-02 23:28:05,236 - mmcls - INFO - Epoch [43][30/586]	lr: 9.766e-04, eta: 0:07:28, time: 0.082, data_time: 0.002, memory: 2815, loss: 0.1442, top-1: 95.0977, top-5: 98.7891
2023-02-02 23:28:06,161 - mmcls - INFO - Epoch [43][40/586]	lr: 9.766e-04, eta: 0:07:27, time: 0.097, data_time: 0.006, memory: 2815, loss: 0.1244, top-1: 95.9375, top-5: 99.0625
2023-02-02 23:28:06,687 - mmcls - INFO - Epoch [43][50/586]	lr: 9.766e-04, eta: 0:07:26, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1335, top-1: 95.7031, top-5: 98.9258
2023-02-02 23:28:07,583 - mmcls - INFO - Epoch [43][60/586]	lr: 9.766e-04, eta: 0:07:25, time: 0.083, data_time: 0.003, memory: 2815, loss: 0.1430, top-1: 95.2344, top-5: 98.7695
2023-02-02 23:28:08,671 - mmcls - INFO - Epoch [43][70/586]	lr: 9.766e-04, eta: 0:07:24, time: 0.115, data_time: 0.009, memory: 2815, loss: 0.1223, top-1: 95.9766, top-5: 99.0039
2023-02-02 23:28:09,173 - mmcls - INFO - Epoch [43][80/586]	lr: 9.766e-04, eta: 0:07:23, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1502, top-1: 95.0977, top-5: 98.7891
2023-02-02 23:28:09,861 - mmcls - INFO - Epoch [43][90/586]	lr: 9.766e-04, eta: 0:07:22, time: 0.063, data_time: 0.002, memory: 2815, loss: 0.1409, top-1: 95.3516, top-5: 98.7500
2023-02-02 23:28:10,816 - mmcls - INFO - Epoch [43][100/586]	lr: 9.766e-04, eta: 0:07:21, time: 0.101, data_time: 0.008, memory: 2815, loss: 0.1441, top-1: 95.0391, top-5: 98.9453
2023-02-02 23:28:11,327 - mmcls - INFO - Epoch [43][110/586]	lr: 9.766e-04, eta: 0:07:20, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1320, top-1: 95.8008, top-5: 98.9258
2023-02-02 23:28:12,089 - mmcls - INFO - Epoch [43][120/586]	lr: 9.766e-04, eta: 0:07:19, time: 0.071, data_time: 0.003, memory: 2815, loss: 0.1451, top-1: 95.3906, top-5: 98.8672
2023-02-02 23:28:13,225 - mmcls - INFO - Epoch [43][130/586]	lr: 9.766e-04, eta: 0:07:18, time: 0.119, data_time: 0.008, memory: 2815, loss: 0.1271, top-1: 95.6250, top-5: 99.1797
2023-02-02 23:28:13,735 - mmcls - INFO - Epoch [43][140/586]	lr: 9.766e-04, eta: 0:07:17, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1434, top-1: 95.2539, top-5: 98.8086
2023-02-02 23:28:14,301 - mmcls - INFO - Epoch [43][150/586]	lr: 9.766e-04, eta: 0:07:16, time: 0.056, data_time: 0.003, memory: 2815, loss: 0.1335, top-1: 95.3711, top-5: 98.8672
2023-02-02 23:28:15,360 - mmcls - INFO - Epoch [43][160/586]	lr: 9.766e-04, eta: 0:07:15, time: 0.103, data_time: 0.003, memory: 2815, loss: 0.1315, top-1: 95.3516, top-5: 99.0625
2023-02-02 23:28:15,870 - mmcls - INFO - Epoch [43][170/586]	lr: 9.766e-04, eta: 0:07:14, time: 0.054, data_time: 0.006, memory: 2815, loss: 0.1448, top-1: 95.1172, top-5: 98.8281
2023-02-02 23:28:16,427 - mmcls - INFO - Epoch [43][180/586]	lr: 9.766e-04, eta: 0:07:13, time: 0.056, data_time: 0.002, memory: 2815, loss: 0.1443, top-1: 95.2344, top-5: 98.8477
2023-02-02 23:28:17,463 - mmcls - INFO - Epoch [43][190/586]	lr: 9.766e-04, eta: 0:07:12, time: 0.100, data_time: 0.003, memory: 2815, loss: 0.1281, top-1: 95.7031, top-5: 99.0820
2023-02-02 23:28:18,028 - mmcls - INFO - Epoch [43][200/586]	lr: 9.766e-04, eta: 0:07:11, time: 0.060, data_time: 0.006, memory: 2815, loss: 0.1300, top-1: 95.7227, top-5: 99.0234
2023-02-02 23:28:18,657 - mmcls - INFO - Epoch [43][210/586]	lr: 9.766e-04, eta: 0:07:10, time: 0.061, data_time: 0.003, memory: 2815, loss: 0.1241, top-1: 95.6250, top-5: 98.9844
2023-02-02 23:28:19,799 - mmcls - INFO - Epoch [43][220/586]	lr: 9.766e-04, eta: 0:07:09, time: 0.114, data_time: 0.005, memory: 2815, loss: 0.1447, top-1: 95.1367, top-5: 98.7305
2023-02-02 23:28:20,372 - mmcls - INFO - Epoch [43][230/586]	lr: 9.766e-04, eta: 0:07:08, time: 0.060, data_time: 0.005, memory: 2815, loss: 0.1362, top-1: 95.6055, top-5: 98.8086
2023-02-02 23:28:20,905 - mmcls - INFO - Epoch [43][240/586]	lr: 9.766e-04, eta: 0:07:07, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1439, top-1: 95.2344, top-5: 98.9258
2023-02-02 23:28:21,837 - mmcls - INFO - Epoch [43][250/586]	lr: 9.766e-04, eta: 0:07:06, time: 0.089, data_time: 0.003, memory: 2815, loss: 0.1371, top-1: 95.1758, top-5: 99.0625
2023-02-02 23:28:22,559 - mmcls - INFO - Epoch [43][260/586]	lr: 9.766e-04, eta: 0:07:05, time: 0.078, data_time: 0.008, memory: 2815, loss: 0.1184, top-1: 95.8984, top-5: 99.0820
2023-02-02 23:28:23,059 - mmcls - INFO - Epoch [43][270/586]	lr: 9.766e-04, eta: 0:07:04, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1238, top-1: 95.7812, top-5: 99.1016
2023-02-02 23:28:24,072 - mmcls - INFO - Epoch [43][280/586]	lr: 9.766e-04, eta: 0:07:03, time: 0.096, data_time: 0.002, memory: 2815, loss: 0.1435, top-1: 95.1172, top-5: 98.6914
2023-02-02 23:28:24,729 - mmcls - INFO - Epoch [43][290/586]	lr: 9.766e-04, eta: 0:07:02, time: 0.071, data_time: 0.008, memory: 2815, loss: 0.1214, top-1: 95.9570, top-5: 99.1211
2023-02-02 23:28:25,258 - mmcls - INFO - Epoch [43][300/586]	lr: 9.766e-04, eta: 0:07:01, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1290, top-1: 95.6641, top-5: 98.8867
2023-02-02 23:28:26,218 - mmcls - INFO - Epoch [43][310/586]	lr: 9.766e-04, eta: 0:07:00, time: 0.091, data_time: 0.002, memory: 2815, loss: 0.1418, top-1: 95.0781, top-5: 99.0039
2023-02-02 23:28:27,090 - mmcls - INFO - Epoch [43][320/586]	lr: 9.766e-04, eta: 0:06:59, time: 0.091, data_time: 0.008, memory: 2815, loss: 0.1338, top-1: 95.6641, top-5: 99.0234
2023-02-02 23:28:27,588 - mmcls - INFO - Epoch [43][330/586]	lr: 9.766e-04, eta: 0:06:58, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1446, top-1: 95.1367, top-5: 98.8281
2023-02-02 23:28:28,610 - mmcls - INFO - Epoch [43][340/586]	lr: 9.766e-04, eta: 0:06:57, time: 0.099, data_time: 0.003, memory: 2815, loss: 0.1545, top-1: 94.7852, top-5: 98.8477
2023-02-02 23:28:29,265 - mmcls - INFO - Epoch [43][350/586]	lr: 9.766e-04, eta: 0:06:56, time: 0.069, data_time: 0.006, memory: 2815, loss: 0.1356, top-1: 95.5469, top-5: 99.0039
2023-02-02 23:28:29,767 - mmcls - INFO - Epoch [43][360/586]	lr: 9.766e-04, eta: 0:06:55, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1329, top-1: 95.4883, top-5: 99.1016
2023-02-02 23:28:30,869 - mmcls - INFO - Epoch [43][370/586]	lr: 9.766e-04, eta: 0:06:54, time: 0.108, data_time: 0.001, memory: 2815, loss: 0.1348, top-1: 95.3516, top-5: 99.0039
2023-02-02 23:28:31,402 - mmcls - INFO - Epoch [43][380/586]	lr: 9.766e-04, eta: 0:06:53, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.1402, top-1: 95.6836, top-5: 98.5352
2023-02-02 23:28:31,912 - mmcls - INFO - Epoch [43][390/586]	lr: 9.766e-04, eta: 0:06:52, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1276, top-1: 95.8398, top-5: 98.9062
2023-02-02 23:28:33,062 - mmcls - INFO - Epoch [43][400/586]	lr: 9.766e-04, eta: 0:06:51, time: 0.110, data_time: 0.002, memory: 2815, loss: 0.1489, top-1: 95.1562, top-5: 98.7305
2023-02-02 23:28:33,686 - mmcls - INFO - Epoch [43][410/586]	lr: 9.766e-04, eta: 0:06:50, time: 0.067, data_time: 0.007, memory: 2815, loss: 0.1296, top-1: 95.9961, top-5: 98.7891
2023-02-02 23:28:34,193 - mmcls - INFO - Epoch [43][420/586]	lr: 9.766e-04, eta: 0:06:49, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1358, top-1: 95.4102, top-5: 98.9062
2023-02-02 23:28:35,374 - mmcls - INFO - Epoch [43][430/586]	lr: 9.766e-04, eta: 0:06:48, time: 0.115, data_time: 0.003, memory: 2815, loss: 0.1313, top-1: 95.8203, top-5: 98.9453
2023-02-02 23:28:36,043 - mmcls - INFO - Epoch [43][440/586]	lr: 9.766e-04, eta: 0:06:47, time: 0.071, data_time: 0.006, memory: 2815, loss: 0.1424, top-1: 95.1172, top-5: 98.8867
2023-02-02 23:28:36,539 - mmcls - INFO - Epoch [43][450/586]	lr: 9.766e-04, eta: 0:06:46, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1228, top-1: 95.8398, top-5: 99.1992
2023-02-02 23:28:37,530 - mmcls - INFO - Epoch [43][460/586]	lr: 9.766e-04, eta: 0:06:45, time: 0.094, data_time: 0.003, memory: 2815, loss: 0.1371, top-1: 95.4492, top-5: 98.9648
2023-02-02 23:28:38,307 - mmcls - INFO - Epoch [43][470/586]	lr: 9.766e-04, eta: 0:06:44, time: 0.083, data_time: 0.008, memory: 2815, loss: 0.1218, top-1: 95.8398, top-5: 99.1016
2023-02-02 23:28:38,807 - mmcls - INFO - Epoch [43][480/586]	lr: 9.766e-04, eta: 0:06:43, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1281, top-1: 95.6445, top-5: 99.3164
2023-02-02 23:28:39,642 - mmcls - INFO - Epoch [43][490/586]	lr: 9.766e-04, eta: 0:06:42, time: 0.078, data_time: 0.002, memory: 2815, loss: 0.1235, top-1: 95.9180, top-5: 99.0430
2023-02-02 23:28:40,520 - mmcls - INFO - Epoch [43][500/586]	lr: 9.766e-04, eta: 0:06:41, time: 0.093, data_time: 0.008, memory: 2815, loss: 0.1370, top-1: 95.6250, top-5: 98.8086
2023-02-02 23:28:41,037 - mmcls - INFO - Epoch [43][510/586]	lr: 9.766e-04, eta: 0:06:40, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1389, top-1: 95.2930, top-5: 98.9844
2023-02-02 23:28:41,901 - mmcls - INFO - Epoch [43][520/586]	lr: 9.766e-04, eta: 0:06:39, time: 0.081, data_time: 0.002, memory: 2815, loss: 0.1264, top-1: 95.7031, top-5: 98.8672
2023-02-02 23:28:42,804 - mmcls - INFO - Epoch [43][530/586]	lr: 9.766e-04, eta: 0:06:38, time: 0.096, data_time: 0.009, memory: 2815, loss: 0.1331, top-1: 95.5273, top-5: 98.9062
2023-02-02 23:28:43,319 - mmcls - INFO - Epoch [43][540/586]	lr: 9.766e-04, eta: 0:06:37, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1386, top-1: 95.5078, top-5: 98.8086
2023-02-02 23:28:44,071 - mmcls - INFO - Epoch [43][550/586]	lr: 9.766e-04, eta: 0:06:36, time: 0.070, data_time: 0.004, memory: 2815, loss: 0.1399, top-1: 95.3711, top-5: 98.8867
2023-02-02 23:28:45,050 - mmcls - INFO - Epoch [43][560/586]	lr: 9.766e-04, eta: 0:06:35, time: 0.103, data_time: 0.008, memory: 2815, loss: 0.1462, top-1: 95.1562, top-5: 98.9453
2023-02-02 23:28:45,607 - mmcls - INFO - Epoch [43][570/586]	lr: 9.766e-04, eta: 0:06:34, time: 0.056, data_time: 0.003, memory: 2815, loss: 0.1349, top-1: 95.4297, top-5: 98.9453
2023-02-02 23:28:46,443 - mmcls - INFO - Epoch [43][580/586]	lr: 9.766e-04, eta: 0:06:33, time: 0.079, data_time: 0.002, memory: 2815, loss: 0.1277, top-1: 95.8398, top-5: 99.1016
2023-02-02 23:28:47,050 - mmcls - INFO - Saving checkpoint at 43 epochs
2023-02-02 23:28:49,770 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:28:49,771 - mmcls - INFO - Epoch(val) [43][12]	acc: 83.8667
2023-02-02 23:28:53,289 - mmcls - INFO - Epoch [44][10/586]	lr: 9.766e-04, eta: 0:06:32, time: 0.345, data_time: 0.225, memory: 2815, loss: 0.1294, top-1: 95.6055, top-5: 99.0430
2023-02-02 23:28:53,849 - mmcls - INFO - Epoch [44][20/586]	lr: 9.766e-04, eta: 0:06:31, time: 0.061, data_time: 0.008, memory: 2815, loss: 0.1259, top-1: 95.5664, top-5: 99.1211
2023-02-02 23:28:54,427 - mmcls - INFO - Epoch [44][30/586]	lr: 9.766e-04, eta: 0:06:30, time: 0.056, data_time: 0.003, memory: 2815, loss: 0.1309, top-1: 95.9375, top-5: 99.0039
2023-02-02 23:28:55,595 - mmcls - INFO - Epoch [44][40/586]	lr: 9.766e-04, eta: 0:06:29, time: 0.115, data_time: 0.005, memory: 2815, loss: 0.1270, top-1: 95.9766, top-5: 98.8867
2023-02-02 23:28:56,115 - mmcls - INFO - Epoch [44][50/586]	lr: 9.766e-04, eta: 0:06:28, time: 0.056, data_time: 0.007, memory: 2815, loss: 0.1282, top-1: 95.6641, top-5: 98.9453
2023-02-02 23:28:56,624 - mmcls - INFO - Epoch [44][60/586]	lr: 9.766e-04, eta: 0:06:27, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1274, top-1: 95.7227, top-5: 98.7695
2023-02-02 23:28:57,375 - mmcls - INFO - Epoch [44][70/586]	lr: 9.766e-04, eta: 0:06:26, time: 0.070, data_time: 0.003, memory: 2815, loss: 0.1322, top-1: 95.6641, top-5: 98.9453
2023-02-02 23:28:58,198 - mmcls - INFO - Epoch [44][80/586]	lr: 9.766e-04, eta: 0:06:25, time: 0.088, data_time: 0.008, memory: 2815, loss: 0.1223, top-1: 95.7031, top-5: 99.1406
2023-02-02 23:28:58,717 - mmcls - INFO - Epoch [44][90/586]	lr: 9.766e-04, eta: 0:06:24, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1215, top-1: 95.8594, top-5: 99.1016
2023-02-02 23:28:59,350 - mmcls - INFO - Epoch [44][100/586]	lr: 9.766e-04, eta: 0:06:23, time: 0.060, data_time: 0.002, memory: 2815, loss: 0.1198, top-1: 95.7227, top-5: 99.1406
2023-02-02 23:29:00,266 - mmcls - INFO - Epoch [44][110/586]	lr: 9.766e-04, eta: 0:06:22, time: 0.095, data_time: 0.006, memory: 2815, loss: 0.1315, top-1: 95.4297, top-5: 99.0820
2023-02-02 23:29:00,779 - mmcls - INFO - Epoch [44][120/586]	lr: 9.766e-04, eta: 0:06:21, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1320, top-1: 95.6836, top-5: 98.8086
2023-02-02 23:29:01,382 - mmcls - INFO - Epoch [44][130/586]	lr: 9.766e-04, eta: 0:06:20, time: 0.057, data_time: 0.002, memory: 2815, loss: 0.1161, top-1: 96.3672, top-5: 98.8867
2023-02-02 23:29:02,476 - mmcls - INFO - Epoch [44][140/586]	lr: 9.766e-04, eta: 0:06:19, time: 0.113, data_time: 0.006, memory: 2815, loss: 0.1329, top-1: 95.4688, top-5: 98.9453
2023-02-02 23:29:03,002 - mmcls - INFO - Epoch [44][150/586]	lr: 9.766e-04, eta: 0:06:18, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1297, top-1: 95.4883, top-5: 99.0039
2023-02-02 23:29:03,680 - mmcls - INFO - Epoch [44][160/586]	lr: 9.766e-04, eta: 0:06:17, time: 0.064, data_time: 0.003, memory: 2815, loss: 0.1531, top-1: 94.9414, top-5: 98.8281
2023-02-02 23:29:04,600 - mmcls - INFO - Epoch [44][170/586]	lr: 9.766e-04, eta: 0:06:16, time: 0.096, data_time: 0.007, memory: 2815, loss: 0.1421, top-1: 95.2148, top-5: 98.9648
2023-02-02 23:29:05,132 - mmcls - INFO - Epoch [44][180/586]	lr: 9.766e-04, eta: 0:06:15, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1282, top-1: 95.7031, top-5: 98.9258
2023-02-02 23:29:05,933 - mmcls - INFO - Epoch [44][190/586]	lr: 9.766e-04, eta: 0:06:14, time: 0.076, data_time: 0.003, memory: 2815, loss: 0.1467, top-1: 95.2148, top-5: 98.6133
2023-02-02 23:29:06,995 - mmcls - INFO - Epoch [44][200/586]	lr: 9.766e-04, eta: 0:06:13, time: 0.111, data_time: 0.007, memory: 2815, loss: 0.1278, top-1: 95.7422, top-5: 98.8672
2023-02-02 23:29:07,506 - mmcls - INFO - Epoch [44][210/586]	lr: 9.766e-04, eta: 0:06:12, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1219, top-1: 95.9766, top-5: 99.0820
2023-02-02 23:29:08,397 - mmcls - INFO - Epoch [44][220/586]	lr: 9.766e-04, eta: 0:06:11, time: 0.084, data_time: 0.001, memory: 2815, loss: 0.1294, top-1: 95.7422, top-5: 99.0234
2023-02-02 23:29:09,297 - mmcls - INFO - Epoch [44][230/586]	lr: 9.766e-04, eta: 0:06:10, time: 0.094, data_time: 0.007, memory: 2815, loss: 0.1405, top-1: 95.4492, top-5: 98.7891
2023-02-02 23:29:09,822 - mmcls - INFO - Epoch [44][240/586]	lr: 9.766e-04, eta: 0:06:09, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1522, top-1: 95.1953, top-5: 98.6523
2023-02-02 23:29:10,518 - mmcls - INFO - Epoch [44][250/586]	lr: 9.766e-04, eta: 0:06:08, time: 0.066, data_time: 0.002, memory: 2815, loss: 0.1210, top-1: 95.8984, top-5: 98.9844
2023-02-02 23:29:11,352 - mmcls - INFO - Epoch [44][260/586]	lr: 9.766e-04, eta: 0:06:07, time: 0.087, data_time: 0.006, memory: 2815, loss: 0.1386, top-1: 95.4883, top-5: 98.9062
2023-02-02 23:29:11,850 - mmcls - INFO - Epoch [44][270/586]	lr: 9.766e-04, eta: 0:06:06, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1385, top-1: 95.4297, top-5: 98.9258
2023-02-02 23:29:12,482 - mmcls - INFO - Epoch [44][280/586]	lr: 9.766e-04, eta: 0:06:05, time: 0.060, data_time: 0.003, memory: 2815, loss: 0.1214, top-1: 95.5859, top-5: 99.2383
2023-02-02 23:29:13,487 - mmcls - INFO - Epoch [44][290/586]	lr: 9.766e-04, eta: 0:06:04, time: 0.104, data_time: 0.006, memory: 2815, loss: 0.1339, top-1: 95.4492, top-5: 99.0039
2023-02-02 23:29:14,004 - mmcls - INFO - Epoch [44][300/586]	lr: 9.766e-04, eta: 0:06:03, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1307, top-1: 95.8398, top-5: 98.8086
2023-02-02 23:29:14,642 - mmcls - INFO - Epoch [44][310/586]	lr: 9.766e-04, eta: 0:06:02, time: 0.060, data_time: 0.002, memory: 2815, loss: 0.1255, top-1: 95.8203, top-5: 98.8867
2023-02-02 23:29:15,857 - mmcls - INFO - Epoch [44][320/586]	lr: 9.766e-04, eta: 0:06:01, time: 0.124, data_time: 0.014, memory: 2815, loss: 0.1349, top-1: 95.4688, top-5: 98.9648
2023-02-02 23:29:16,386 - mmcls - INFO - Epoch [44][330/586]	lr: 9.766e-04, eta: 0:06:00, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1522, top-1: 95.1953, top-5: 98.9062
2023-02-02 23:29:17,068 - mmcls - INFO - Epoch [44][340/586]	lr: 9.766e-04, eta: 0:05:59, time: 0.064, data_time: 0.002, memory: 2815, loss: 0.1333, top-1: 95.4102, top-5: 99.1797
2023-02-02 23:29:18,079 - mmcls - INFO - Epoch [44][350/586]	lr: 9.766e-04, eta: 0:05:58, time: 0.105, data_time: 0.006, memory: 2815, loss: 0.1340, top-1: 95.3711, top-5: 98.9844
2023-02-02 23:29:18,577 - mmcls - INFO - Epoch [44][360/586]	lr: 9.766e-04, eta: 0:05:57, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1354, top-1: 95.8008, top-5: 98.7305
2023-02-02 23:29:19,396 - mmcls - INFO - Epoch [44][370/586]	lr: 9.766e-04, eta: 0:05:56, time: 0.078, data_time: 0.003, memory: 2815, loss: 0.1438, top-1: 94.9023, top-5: 98.7500
2023-02-02 23:29:20,611 - mmcls - INFO - Epoch [44][380/586]	lr: 9.766e-04, eta: 0:05:56, time: 0.124, data_time: 0.006, memory: 2815, loss: 0.1346, top-1: 95.8398, top-5: 99.0039
2023-02-02 23:29:21,123 - mmcls - INFO - Epoch [44][390/586]	lr: 9.766e-04, eta: 0:05:55, time: 0.053, data_time: 0.004, memory: 2815, loss: 0.1242, top-1: 95.7617, top-5: 99.0625
2023-02-02 23:29:21,650 - mmcls - INFO - Epoch [44][400/586]	lr: 9.766e-04, eta: 0:05:54, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1257, top-1: 95.7617, top-5: 99.1211
2023-02-02 23:29:22,702 - mmcls - INFO - Epoch [44][410/586]	lr: 9.766e-04, eta: 0:05:53, time: 0.102, data_time: 0.002, memory: 2815, loss: 0.1373, top-1: 95.4297, top-5: 99.0039
2023-02-02 23:29:23,268 - mmcls - INFO - Epoch [44][420/586]	lr: 9.766e-04, eta: 0:05:52, time: 0.060, data_time: 0.006, memory: 2815, loss: 0.1344, top-1: 95.6641, top-5: 99.1797
2023-02-02 23:29:23,796 - mmcls - INFO - Epoch [44][430/586]	lr: 9.766e-04, eta: 0:05:51, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1237, top-1: 95.6836, top-5: 99.1602
2023-02-02 23:29:24,768 - mmcls - INFO - Epoch [44][440/586]	lr: 9.766e-04, eta: 0:05:50, time: 0.098, data_time: 0.003, memory: 2815, loss: 0.1357, top-1: 95.7031, top-5: 99.0820
2023-02-02 23:29:25,285 - mmcls - INFO - Epoch [44][450/586]	lr: 9.766e-04, eta: 0:05:49, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1312, top-1: 95.5469, top-5: 98.9648
2023-02-02 23:29:25,799 - mmcls - INFO - Epoch [44][460/586]	lr: 9.766e-04, eta: 0:05:48, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1320, top-1: 95.4883, top-5: 98.8281
2023-02-02 23:29:26,644 - mmcls - INFO - Epoch [44][470/586]	lr: 9.766e-04, eta: 0:05:47, time: 0.080, data_time: 0.003, memory: 2815, loss: 0.1321, top-1: 95.6641, top-5: 99.0820
2023-02-02 23:29:27,372 - mmcls - INFO - Epoch [44][480/586]	lr: 9.766e-04, eta: 0:05:46, time: 0.078, data_time: 0.007, memory: 2815, loss: 0.1325, top-1: 95.3906, top-5: 98.9258
2023-02-02 23:29:27,894 - mmcls - INFO - Epoch [44][490/586]	lr: 9.766e-04, eta: 0:05:45, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1391, top-1: 95.3320, top-5: 99.0430
2023-02-02 23:29:29,089 - mmcls - INFO - Epoch [44][500/586]	lr: 9.766e-04, eta: 0:05:44, time: 0.115, data_time: 0.003, memory: 2815, loss: 0.1340, top-1: 95.7031, top-5: 98.9453
2023-02-02 23:29:29,796 - mmcls - INFO - Epoch [44][510/586]	lr: 9.766e-04, eta: 0:05:43, time: 0.076, data_time: 0.008, memory: 2815, loss: 0.1187, top-1: 95.7422, top-5: 99.2578
2023-02-02 23:29:30,355 - mmcls - INFO - Epoch [44][520/586]	lr: 9.766e-04, eta: 0:05:42, time: 0.057, data_time: 0.003, memory: 2815, loss: 0.1067, top-1: 96.3477, top-5: 99.2188
2023-02-02 23:29:31,328 - mmcls - INFO - Epoch [44][530/586]	lr: 9.766e-04, eta: 0:05:41, time: 0.092, data_time: 0.001, memory: 2815, loss: 0.1288, top-1: 95.9570, top-5: 98.9453
2023-02-02 23:29:32,142 - mmcls - INFO - Epoch [44][540/586]	lr: 9.766e-04, eta: 0:05:40, time: 0.086, data_time: 0.007, memory: 2815, loss: 0.1345, top-1: 95.3906, top-5: 98.9453
2023-02-02 23:29:32,660 - mmcls - INFO - Epoch [44][550/586]	lr: 9.766e-04, eta: 0:05:39, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1410, top-1: 95.2344, top-5: 98.9258
2023-02-02 23:29:33,390 - mmcls - INFO - Epoch [44][560/586]	lr: 9.766e-04, eta: 0:05:38, time: 0.069, data_time: 0.003, memory: 2815, loss: 0.1204, top-1: 95.8398, top-5: 99.1211
2023-02-02 23:29:34,295 - mmcls - INFO - Epoch [44][570/586]	lr: 9.766e-04, eta: 0:05:37, time: 0.094, data_time: 0.007, memory: 2815, loss: 0.1404, top-1: 95.1562, top-5: 98.7695
2023-02-02 23:29:34,777 - mmcls - INFO - Epoch [44][580/586]	lr: 9.766e-04, eta: 0:05:36, time: 0.047, data_time: 0.003, memory: 2815, loss: 0.1324, top-1: 95.7227, top-5: 98.8867
2023-02-02 23:29:35,033 - mmcls - INFO - Saving checkpoint at 44 epochs
2023-02-02 23:29:37,940 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:29:37,941 - mmcls - INFO - Epoch(val) [44][12]	acc: 83.9333
2023-02-02 23:29:40,973 - mmcls - INFO - Epoch [45][10/586]	lr: 9.766e-04, eta: 0:05:34, time: 0.301, data_time: 0.221, memory: 2815, loss: 0.1426, top-1: 95.4492, top-5: 98.8281
2023-02-02 23:29:41,519 - mmcls - INFO - Epoch [45][20/586]	lr: 9.766e-04, eta: 0:05:33, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.1143, top-1: 96.0938, top-5: 99.2969
2023-02-02 23:29:42,683 - mmcls - INFO - Epoch [45][30/586]	lr: 9.766e-04, eta: 0:05:32, time: 0.111, data_time: 0.003, memory: 2815, loss: 0.1316, top-1: 95.7227, top-5: 98.8867
2023-02-02 23:29:43,409 - mmcls - INFO - Epoch [45][40/586]	lr: 9.766e-04, eta: 0:05:31, time: 0.078, data_time: 0.008, memory: 2815, loss: 0.1383, top-1: 95.4297, top-5: 98.8086
2023-02-02 23:29:43,963 - mmcls - INFO - Epoch [45][50/586]	lr: 9.766e-04, eta: 0:05:30, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1331, top-1: 95.6250, top-5: 98.7109
2023-02-02 23:29:45,244 - mmcls - INFO - Epoch [45][60/586]	lr: 9.766e-04, eta: 0:05:30, time: 0.123, data_time: 0.004, memory: 2815, loss: 0.1263, top-1: 95.8203, top-5: 99.1602
2023-02-02 23:29:45,940 - mmcls - INFO - Epoch [45][70/586]	lr: 9.766e-04, eta: 0:05:29, time: 0.076, data_time: 0.009, memory: 2815, loss: 0.1373, top-1: 95.1562, top-5: 98.9648
2023-02-02 23:29:46,447 - mmcls - INFO - Epoch [45][80/586]	lr: 9.766e-04, eta: 0:05:28, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1393, top-1: 95.0391, top-5: 98.8281
2023-02-02 23:29:47,226 - mmcls - INFO - Epoch [45][90/586]	lr: 9.766e-04, eta: 0:05:27, time: 0.073, data_time: 0.003, memory: 2815, loss: 0.1544, top-1: 95.2344, top-5: 98.5352
2023-02-02 23:29:48,080 - mmcls - INFO - Epoch [45][100/586]	lr: 9.766e-04, eta: 0:05:26, time: 0.090, data_time: 0.007, memory: 2815, loss: 0.1317, top-1: 95.4883, top-5: 99.0039
2023-02-02 23:29:48,611 - mmcls - INFO - Epoch [45][110/586]	lr: 9.766e-04, eta: 0:05:25, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.1216, top-1: 95.6055, top-5: 99.2188
2023-02-02 23:29:49,560 - mmcls - INFO - Epoch [45][120/586]	lr: 9.766e-04, eta: 0:05:24, time: 0.088, data_time: 0.002, memory: 2815, loss: 0.1362, top-1: 95.2734, top-5: 98.9453
2023-02-02 23:29:50,423 - mmcls - INFO - Epoch [45][130/586]	lr: 9.766e-04, eta: 0:05:23, time: 0.092, data_time: 0.009, memory: 2815, loss: 0.1411, top-1: 95.3906, top-5: 98.7891
2023-02-02 23:29:50,941 - mmcls - INFO - Epoch [45][140/586]	lr: 9.766e-04, eta: 0:05:22, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1348, top-1: 95.6250, top-5: 98.8086
2023-02-02 23:29:51,885 - mmcls - INFO - Epoch [45][150/586]	lr: 9.766e-04, eta: 0:05:21, time: 0.090, data_time: 0.002, memory: 2815, loss: 0.1281, top-1: 95.6836, top-5: 99.1016
2023-02-02 23:29:52,735 - mmcls - INFO - Epoch [45][160/586]	lr: 9.766e-04, eta: 0:05:20, time: 0.089, data_time: 0.007, memory: 2815, loss: 0.1230, top-1: 95.8789, top-5: 99.0234
2023-02-02 23:29:53,243 - mmcls - INFO - Epoch [45][170/586]	lr: 9.766e-04, eta: 0:05:19, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1387, top-1: 95.6250, top-5: 99.0039
2023-02-02 23:29:53,773 - mmcls - INFO - Epoch [45][180/586]	lr: 9.766e-04, eta: 0:05:18, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1156, top-1: 96.0352, top-5: 99.0430
2023-02-02 23:29:54,798 - mmcls - INFO - Epoch [45][190/586]	lr: 9.766e-04, eta: 0:05:17, time: 0.102, data_time: 0.002, memory: 2815, loss: 0.1329, top-1: 95.6055, top-5: 98.8867
2023-02-02 23:29:55,307 - mmcls - INFO - Epoch [45][200/586]	lr: 9.766e-04, eta: 0:05:16, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1163, top-1: 96.0742, top-5: 99.1602
2023-02-02 23:29:55,830 - mmcls - INFO - Epoch [45][210/586]	lr: 9.766e-04, eta: 0:05:15, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1176, top-1: 95.8008, top-5: 99.0820
2023-02-02 23:29:56,906 - mmcls - INFO - Epoch [45][220/586]	lr: 9.766e-04, eta: 0:05:14, time: 0.104, data_time: 0.002, memory: 2815, loss: 0.1297, top-1: 95.6836, top-5: 99.0625
2023-02-02 23:29:57,441 - mmcls - INFO - Epoch [45][230/586]	lr: 9.766e-04, eta: 0:05:13, time: 0.057, data_time: 0.006, memory: 2815, loss: 0.1153, top-1: 95.8984, top-5: 99.2188
2023-02-02 23:29:57,971 - mmcls - INFO - Epoch [45][240/586]	lr: 9.766e-04, eta: 0:05:12, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1389, top-1: 95.2539, top-5: 98.9453
2023-02-02 23:29:58,857 - mmcls - INFO - Epoch [45][250/586]	lr: 9.766e-04, eta: 0:05:11, time: 0.083, data_time: 0.003, memory: 2815, loss: 0.1327, top-1: 95.5273, top-5: 99.0234
2023-02-02 23:29:59,831 - mmcls - INFO - Epoch [45][260/586]	lr: 9.766e-04, eta: 0:05:10, time: 0.103, data_time: 0.008, memory: 2815, loss: 0.1367, top-1: 95.4883, top-5: 99.0430
2023-02-02 23:30:00,359 - mmcls - INFO - Epoch [45][270/586]	lr: 9.766e-04, eta: 0:05:09, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1279, top-1: 95.8398, top-5: 99.0234
2023-02-02 23:30:00,917 - mmcls - INFO - Epoch [45][280/586]	lr: 9.766e-04, eta: 0:05:08, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1390, top-1: 95.6445, top-5: 98.7500
2023-02-02 23:30:02,093 - mmcls - INFO - Epoch [45][290/586]	lr: 9.766e-04, eta: 0:05:07, time: 0.116, data_time: 0.004, memory: 2815, loss: 0.1167, top-1: 96.0156, top-5: 99.1406
2023-02-02 23:30:02,566 - mmcls - INFO - Epoch [45][300/586]	lr: 9.766e-04, eta: 0:05:06, time: 0.051, data_time: 0.006, memory: 2815, loss: 0.1234, top-1: 95.7812, top-5: 99.1211
2023-02-02 23:30:03,531 - mmcls - INFO - Epoch [45][310/586]	lr: 9.766e-04, eta: 0:05:05, time: 0.090, data_time: 0.002, memory: 2815, loss: 0.1457, top-1: 95.0000, top-5: 98.8281
2023-02-02 23:30:04,537 - mmcls - INFO - Epoch [45][320/586]	lr: 9.766e-04, eta: 0:05:04, time: 0.107, data_time: 0.009, memory: 2815, loss: 0.1161, top-1: 96.2695, top-5: 99.0820
2023-02-02 23:30:05,059 - mmcls - INFO - Epoch [45][330/586]	lr: 9.766e-04, eta: 0:05:03, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1270, top-1: 95.7422, top-5: 99.0625
2023-02-02 23:30:05,835 - mmcls - INFO - Epoch [45][340/586]	lr: 9.766e-04, eta: 0:05:02, time: 0.072, data_time: 0.002, memory: 2815, loss: 0.1318, top-1: 95.6445, top-5: 99.0430
2023-02-02 23:30:06,937 - mmcls - INFO - Epoch [45][350/586]	lr: 9.766e-04, eta: 0:05:01, time: 0.116, data_time: 0.008, memory: 2815, loss: 0.1249, top-1: 95.8398, top-5: 99.3555
2023-02-02 23:30:07,472 - mmcls - INFO - Epoch [45][360/586]	lr: 9.766e-04, eta: 0:05:00, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1328, top-1: 95.6055, top-5: 98.9453
2023-02-02 23:30:08,227 - mmcls - INFO - Epoch [45][370/586]	lr: 9.766e-04, eta: 0:04:59, time: 0.071, data_time: 0.003, memory: 2815, loss: 0.1417, top-1: 95.6836, top-5: 98.8086
2023-02-02 23:30:09,318 - mmcls - INFO - Epoch [45][380/586]	lr: 9.766e-04, eta: 0:04:58, time: 0.115, data_time: 0.008, memory: 2815, loss: 0.1188, top-1: 96.1523, top-5: 99.0625
2023-02-02 23:30:09,843 - mmcls - INFO - Epoch [45][390/586]	lr: 9.766e-04, eta: 0:04:57, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1410, top-1: 95.4492, top-5: 98.9258
2023-02-02 23:30:10,642 - mmcls - INFO - Epoch [45][400/586]	lr: 9.766e-04, eta: 0:04:56, time: 0.074, data_time: 0.002, memory: 2815, loss: 0.1376, top-1: 95.8398, top-5: 98.8281
2023-02-02 23:30:11,346 - mmcls - INFO - Epoch [45][410/586]	lr: 9.766e-04, eta: 0:04:55, time: 0.075, data_time: 0.008, memory: 2815, loss: 0.1401, top-1: 95.1367, top-5: 98.9453
2023-02-02 23:30:11,875 - mmcls - INFO - Epoch [45][420/586]	lr: 9.766e-04, eta: 0:04:54, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.1357, top-1: 95.4492, top-5: 98.8672
2023-02-02 23:30:12,412 - mmcls - INFO - Epoch [45][430/586]	lr: 9.766e-04, eta: 0:04:53, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1414, top-1: 95.2930, top-5: 98.8477
2023-02-02 23:30:13,574 - mmcls - INFO - Epoch [45][440/586]	lr: 9.766e-04, eta: 0:04:52, time: 0.109, data_time: 0.002, memory: 2815, loss: 0.1249, top-1: 95.7617, top-5: 99.0234
2023-02-02 23:30:14,238 - mmcls - INFO - Epoch [45][450/586]	lr: 9.766e-04, eta: 0:04:51, time: 0.073, data_time: 0.009, memory: 2815, loss: 0.1281, top-1: 95.8789, top-5: 99.0039
2023-02-02 23:30:14,725 - mmcls - INFO - Epoch [45][460/586]	lr: 9.766e-04, eta: 0:04:50, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1525, top-1: 95.1367, top-5: 98.4961
2023-02-02 23:30:15,647 - mmcls - INFO - Epoch [45][470/586]	lr: 9.766e-04, eta: 0:04:49, time: 0.087, data_time: 0.002, memory: 2815, loss: 0.1437, top-1: 95.2734, top-5: 98.8867
2023-02-02 23:30:16,429 - mmcls - INFO - Epoch [45][480/586]	lr: 9.766e-04, eta: 0:04:48, time: 0.083, data_time: 0.007, memory: 2815, loss: 0.1283, top-1: 95.4297, top-5: 98.9453
2023-02-02 23:30:16,940 - mmcls - INFO - Epoch [45][490/586]	lr: 9.766e-04, eta: 0:04:47, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1354, top-1: 95.8398, top-5: 98.7891
2023-02-02 23:30:17,694 - mmcls - INFO - Epoch [45][500/586]	lr: 9.766e-04, eta: 0:04:46, time: 0.071, data_time: 0.002, memory: 2815, loss: 0.1173, top-1: 96.0547, top-5: 99.1602
2023-02-02 23:30:18,590 - mmcls - INFO - Epoch [45][510/586]	lr: 9.766e-04, eta: 0:04:45, time: 0.094, data_time: 0.007, memory: 2815, loss: 0.1299, top-1: 95.8203, top-5: 99.0430
2023-02-02 23:30:19,108 - mmcls - INFO - Epoch [45][520/586]	lr: 9.766e-04, eta: 0:04:44, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1222, top-1: 96.0547, top-5: 98.9844
2023-02-02 23:30:19,811 - mmcls - INFO - Epoch [45][530/586]	lr: 9.766e-04, eta: 0:04:44, time: 0.065, data_time: 0.002, memory: 2815, loss: 0.1195, top-1: 95.9766, top-5: 99.0820
2023-02-02 23:30:20,781 - mmcls - INFO - Epoch [45][540/586]	lr: 9.766e-04, eta: 0:04:43, time: 0.103, data_time: 0.008, memory: 2815, loss: 0.1302, top-1: 95.6836, top-5: 99.0039
2023-02-02 23:30:21,274 - mmcls - INFO - Epoch [45][550/586]	lr: 9.766e-04, eta: 0:04:42, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1047, top-1: 96.7188, top-5: 99.1406
2023-02-02 23:30:21,966 - mmcls - INFO - Epoch [45][560/586]	lr: 9.766e-04, eta: 0:04:41, time: 0.065, data_time: 0.002, memory: 2815, loss: 0.1258, top-1: 95.5664, top-5: 99.1016
2023-02-02 23:30:22,847 - mmcls - INFO - Epoch [45][570/586]	lr: 9.766e-04, eta: 0:04:40, time: 0.092, data_time: 0.006, memory: 2815, loss: 0.1250, top-1: 95.7227, top-5: 99.0430
2023-02-02 23:30:23,315 - mmcls - INFO - Epoch [45][580/586]	lr: 9.766e-04, eta: 0:04:39, time: 0.047, data_time: 0.003, memory: 2815, loss: 0.1243, top-1: 95.8398, top-5: 99.0039
2023-02-02 23:30:23,579 - mmcls - INFO - Saving checkpoint at 45 epochs
2023-02-02 23:30:26,358 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:30:26,359 - mmcls - INFO - Epoch(val) [45][12]	acc: 83.9167
2023-02-02 23:30:29,558 - mmcls - INFO - Epoch [46][10/586]	lr: 2.441e-04, eta: 0:04:37, time: 0.317, data_time: 0.218, memory: 2815, loss: 0.1396, top-1: 95.2148, top-5: 99.0234
2023-02-02 23:30:30,072 - mmcls - INFO - Epoch [46][20/586]	lr: 2.441e-04, eta: 0:04:36, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1318, top-1: 95.7422, top-5: 99.0039
2023-02-02 23:30:30,795 - mmcls - INFO - Epoch [46][30/586]	lr: 2.441e-04, eta: 0:04:35, time: 0.069, data_time: 0.003, memory: 2815, loss: 0.1398, top-1: 95.2539, top-5: 98.8477
2023-02-02 23:30:31,794 - mmcls - INFO - Epoch [46][40/586]	lr: 2.441e-04, eta: 0:04:34, time: 0.103, data_time: 0.006, memory: 2815, loss: 0.1323, top-1: 95.7227, top-5: 98.9258
2023-02-02 23:30:32,287 - mmcls - INFO - Epoch [46][50/586]	lr: 2.441e-04, eta: 0:04:33, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1259, top-1: 95.8594, top-5: 99.0430
2023-02-02 23:30:32,834 - mmcls - INFO - Epoch [46][60/586]	lr: 2.441e-04, eta: 0:04:32, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1200, top-1: 96.0547, top-5: 99.0234
2023-02-02 23:30:33,925 - mmcls - INFO - Epoch [46][70/586]	lr: 2.441e-04, eta: 0:04:31, time: 0.104, data_time: 0.003, memory: 2815, loss: 0.1289, top-1: 95.8984, top-5: 98.9648
2023-02-02 23:30:34,577 - mmcls - INFO - Epoch [46][80/586]	lr: 2.441e-04, eta: 0:04:30, time: 0.070, data_time: 0.008, memory: 2815, loss: 0.1382, top-1: 95.2344, top-5: 98.8477
2023-02-02 23:30:35,095 - mmcls - INFO - Epoch [46][90/586]	lr: 2.441e-04, eta: 0:04:29, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1312, top-1: 95.7422, top-5: 99.0234
2023-02-02 23:30:36,120 - mmcls - INFO - Epoch [46][100/586]	lr: 2.441e-04, eta: 0:04:28, time: 0.097, data_time: 0.003, memory: 2815, loss: 0.1356, top-1: 95.5469, top-5: 98.7891
2023-02-02 23:30:37,143 - mmcls - INFO - Epoch [46][110/586]	lr: 2.441e-04, eta: 0:04:28, time: 0.107, data_time: 0.008, memory: 2815, loss: 0.1457, top-1: 95.4883, top-5: 98.7891
2023-02-02 23:30:37,629 - mmcls - INFO - Epoch [46][120/586]	lr: 2.441e-04, eta: 0:04:27, time: 0.049, data_time: 0.003, memory: 2815, loss: 0.1451, top-1: 95.2344, top-5: 98.7500
2023-02-02 23:30:38,164 - mmcls - INFO - Epoch [46][130/586]	lr: 2.441e-04, eta: 0:04:26, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1357, top-1: 95.4297, top-5: 98.8672
2023-02-02 23:30:39,358 - mmcls - INFO - Epoch [46][140/586]	lr: 2.441e-04, eta: 0:04:25, time: 0.121, data_time: 0.004, memory: 2815, loss: 0.1251, top-1: 95.4883, top-5: 99.0039
2023-02-02 23:30:39,866 - mmcls - INFO - Epoch [46][150/586]	lr: 2.441e-04, eta: 0:04:24, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1279, top-1: 95.6641, top-5: 99.2578
2023-02-02 23:30:40,438 - mmcls - INFO - Epoch [46][160/586]	lr: 2.441e-04, eta: 0:04:23, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1521, top-1: 95.0000, top-5: 98.6328
2023-02-02 23:30:41,677 - mmcls - INFO - Epoch [46][170/586]	lr: 2.441e-04, eta: 0:04:22, time: 0.125, data_time: 0.007, memory: 2815, loss: 0.1380, top-1: 95.4297, top-5: 98.8672
2023-02-02 23:30:42,406 - mmcls - INFO - Epoch [46][180/586]	lr: 2.441e-04, eta: 0:04:21, time: 0.076, data_time: 0.005, memory: 2815, loss: 0.1318, top-1: 95.5469, top-5: 98.9258
2023-02-02 23:30:42,919 - mmcls - INFO - Epoch [46][190/586]	lr: 2.441e-04, eta: 0:04:20, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1390, top-1: 95.4492, top-5: 98.7500
2023-02-02 23:30:43,986 - mmcls - INFO - Epoch [46][200/586]	lr: 2.441e-04, eta: 0:04:19, time: 0.102, data_time: 0.003, memory: 2815, loss: 0.1477, top-1: 95.1172, top-5: 98.7695
2023-02-02 23:30:44,845 - mmcls - INFO - Epoch [46][210/586]	lr: 2.441e-04, eta: 0:04:18, time: 0.091, data_time: 0.008, memory: 2815, loss: 0.1301, top-1: 95.5469, top-5: 99.1406
2023-02-02 23:30:45,346 - mmcls - INFO - Epoch [46][220/586]	lr: 2.441e-04, eta: 0:04:17, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1206, top-1: 95.9570, top-5: 99.1211
2023-02-02 23:30:45,895 - mmcls - INFO - Epoch [46][230/586]	lr: 2.441e-04, eta: 0:04:16, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1275, top-1: 95.5859, top-5: 99.1602
2023-02-02 23:30:46,991 - mmcls - INFO - Epoch [46][240/586]	lr: 2.441e-04, eta: 0:04:15, time: 0.113, data_time: 0.006, memory: 2815, loss: 0.1300, top-1: 95.6055, top-5: 98.9844
2023-02-02 23:30:47,501 - mmcls - INFO - Epoch [46][250/586]	lr: 2.441e-04, eta: 0:04:14, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1366, top-1: 95.6055, top-5: 98.8867
2023-02-02 23:30:48,036 - mmcls - INFO - Epoch [46][260/586]	lr: 2.441e-04, eta: 0:04:13, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1257, top-1: 95.8984, top-5: 98.8867
2023-02-02 23:30:48,972 - mmcls - INFO - Epoch [46][270/586]	lr: 2.441e-04, eta: 0:04:12, time: 0.094, data_time: 0.003, memory: 2815, loss: 0.1258, top-1: 95.6836, top-5: 99.0234
2023-02-02 23:30:49,503 - mmcls - INFO - Epoch [46][280/586]	lr: 2.441e-04, eta: 0:04:11, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1283, top-1: 95.6641, top-5: 99.0820
2023-02-02 23:30:50,019 - mmcls - INFO - Epoch [46][290/586]	lr: 2.441e-04, eta: 0:04:10, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1332, top-1: 95.5859, top-5: 99.0625
2023-02-02 23:30:51,019 - mmcls - INFO - Epoch [46][300/586]	lr: 2.441e-04, eta: 0:04:09, time: 0.093, data_time: 0.003, memory: 2815, loss: 0.1233, top-1: 95.8984, top-5: 99.0234
2023-02-02 23:30:51,687 - mmcls - INFO - Epoch [46][310/586]	lr: 2.441e-04, eta: 0:04:08, time: 0.074, data_time: 0.009, memory: 2815, loss: 0.1333, top-1: 95.4883, top-5: 98.8672
2023-02-02 23:30:52,211 - mmcls - INFO - Epoch [46][320/586]	lr: 2.441e-04, eta: 0:04:07, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1272, top-1: 95.7617, top-5: 99.2383
2023-02-02 23:30:53,032 - mmcls - INFO - Epoch [46][330/586]	lr: 2.441e-04, eta: 0:04:06, time: 0.078, data_time: 0.003, memory: 2815, loss: 0.1295, top-1: 95.7031, top-5: 98.9844
2023-02-02 23:30:54,033 - mmcls - INFO - Epoch [46][340/586]	lr: 2.441e-04, eta: 0:04:05, time: 0.105, data_time: 0.007, memory: 2815, loss: 0.1323, top-1: 95.7617, top-5: 98.9648
2023-02-02 23:30:54,536 - mmcls - INFO - Epoch [46][350/586]	lr: 2.441e-04, eta: 0:04:04, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1273, top-1: 95.5078, top-5: 99.1797
2023-02-02 23:30:55,199 - mmcls - INFO - Epoch [46][360/586]	lr: 2.441e-04, eta: 0:04:03, time: 0.062, data_time: 0.003, memory: 2815, loss: 0.1202, top-1: 96.0742, top-5: 99.0820
2023-02-02 23:30:56,191 - mmcls - INFO - Epoch [46][370/586]	lr: 2.441e-04, eta: 0:04:02, time: 0.104, data_time: 0.007, memory: 2815, loss: 0.1365, top-1: 95.4102, top-5: 98.9453
2023-02-02 23:30:56,684 - mmcls - INFO - Epoch [46][380/586]	lr: 2.441e-04, eta: 0:04:01, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1203, top-1: 96.2109, top-5: 99.1406
2023-02-02 23:30:57,351 - mmcls - INFO - Epoch [46][390/586]	lr: 2.441e-04, eta: 0:04:00, time: 0.062, data_time: 0.002, memory: 2815, loss: 0.1245, top-1: 95.5078, top-5: 99.1797
2023-02-02 23:30:58,482 - mmcls - INFO - Epoch [46][400/586]	lr: 2.441e-04, eta: 0:03:59, time: 0.112, data_time: 0.007, memory: 2815, loss: 0.1256, top-1: 96.2695, top-5: 98.7695
2023-02-02 23:30:59,124 - mmcls - INFO - Epoch [46][410/586]	lr: 2.441e-04, eta: 0:03:58, time: 0.069, data_time: 0.007, memory: 2815, loss: 0.1345, top-1: 95.4297, top-5: 98.9258
2023-02-02 23:30:59,647 - mmcls - INFO - Epoch [46][420/586]	lr: 2.441e-04, eta: 0:03:57, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1275, top-1: 95.7422, top-5: 98.9648
2023-02-02 23:31:00,694 - mmcls - INFO - Epoch [46][430/586]	lr: 2.441e-04, eta: 0:03:56, time: 0.098, data_time: 0.003, memory: 2815, loss: 0.1353, top-1: 95.3906, top-5: 99.0039
2023-02-02 23:31:01,403 - mmcls - INFO - Epoch [46][440/586]	lr: 2.441e-04, eta: 0:03:56, time: 0.078, data_time: 0.009, memory: 2815, loss: 0.1262, top-1: 95.8203, top-5: 98.9844
2023-02-02 23:31:01,911 - mmcls - INFO - Epoch [46][450/586]	lr: 2.441e-04, eta: 0:03:55, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1180, top-1: 95.8984, top-5: 99.1602
2023-02-02 23:31:02,838 - mmcls - INFO - Epoch [46][460/586]	lr: 2.441e-04, eta: 0:03:54, time: 0.088, data_time: 0.002, memory: 2815, loss: 0.1240, top-1: 95.8594, top-5: 99.0430
2023-02-02 23:31:03,702 - mmcls - INFO - Epoch [46][470/586]	lr: 2.441e-04, eta: 0:03:53, time: 0.090, data_time: 0.007, memory: 2815, loss: 0.1111, top-1: 96.3281, top-5: 99.2383
2023-02-02 23:31:04,188 - mmcls - INFO - Epoch [46][480/586]	lr: 2.441e-04, eta: 0:03:52, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1340, top-1: 95.4297, top-5: 98.9648
2023-02-02 23:31:04,811 - mmcls - INFO - Epoch [46][490/586]	lr: 2.441e-04, eta: 0:03:51, time: 0.059, data_time: 0.002, memory: 2815, loss: 0.1145, top-1: 96.0938, top-5: 99.1406
2023-02-02 23:31:05,863 - mmcls - INFO - Epoch [46][500/586]	lr: 2.441e-04, eta: 0:03:50, time: 0.108, data_time: 0.005, memory: 2815, loss: 0.1176, top-1: 96.2695, top-5: 99.1016
2023-02-02 23:31:06,372 - mmcls - INFO - Epoch [46][510/586]	lr: 2.441e-04, eta: 0:03:49, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1192, top-1: 96.1523, top-5: 99.1016
2023-02-02 23:31:07,027 - mmcls - INFO - Epoch [46][520/586]	lr: 2.441e-04, eta: 0:03:48, time: 0.063, data_time: 0.003, memory: 2815, loss: 0.1247, top-1: 95.9766, top-5: 98.9844
2023-02-02 23:31:07,951 - mmcls - INFO - Epoch [46][530/586]	lr: 2.441e-04, eta: 0:03:47, time: 0.096, data_time: 0.006, memory: 2815, loss: 0.1180, top-1: 96.1328, top-5: 99.1016
2023-02-02 23:31:08,491 - mmcls - INFO - Epoch [46][540/586]	lr: 2.441e-04, eta: 0:03:46, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1397, top-1: 95.1562, top-5: 98.7891
2023-02-02 23:31:09,014 - mmcls - INFO - Epoch [46][550/586]	lr: 2.441e-04, eta: 0:03:45, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1227, top-1: 95.6641, top-5: 99.1992
2023-02-02 23:31:10,252 - mmcls - INFO - Epoch [46][560/586]	lr: 2.441e-04, eta: 0:03:44, time: 0.118, data_time: 0.003, memory: 2815, loss: 0.1303, top-1: 95.6250, top-5: 99.1797
2023-02-02 23:31:10,875 - mmcls - INFO - Epoch [46][570/586]	lr: 2.441e-04, eta: 0:03:43, time: 0.068, data_time: 0.008, memory: 2815, loss: 0.1429, top-1: 95.0391, top-5: 98.8477
2023-02-02 23:31:11,347 - mmcls - INFO - Epoch [46][580/586]	lr: 2.441e-04, eta: 0:03:42, time: 0.047, data_time: 0.002, memory: 2815, loss: 0.1269, top-1: 95.8008, top-5: 98.9844
2023-02-02 23:31:11,607 - mmcls - INFO - Saving checkpoint at 46 epochs
2023-02-02 23:31:14,497 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:31:14,512 - mmcls - INFO - The previous best checkpoint /opt/logger/m_imagenet_etf/best_acc_epoch_36.pth was removed
2023-02-02 23:31:14,756 - mmcls - INFO - Now best checkpoint is saved as best_acc_epoch_46.pth.
2023-02-02 23:31:14,757 - mmcls - INFO - Best acc is 84.0167 at 46 epoch.
2023-02-02 23:31:14,757 - mmcls - INFO - Epoch(val) [46][12]	acc: 84.0167
2023-02-02 23:31:17,539 - mmcls - INFO - Epoch [47][10/586]	lr: 2.441e-04, eta: 0:03:41, time: 0.276, data_time: 0.219, memory: 2815, loss: 0.1200, top-1: 95.8984, top-5: 99.0430
2023-02-02 23:31:18,084 - mmcls - INFO - Epoch [47][20/586]	lr: 2.441e-04, eta: 0:03:40, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.1255, top-1: 96.0938, top-5: 99.1211
2023-02-02 23:31:19,218 - mmcls - INFO - Epoch [47][30/586]	lr: 2.441e-04, eta: 0:03:39, time: 0.109, data_time: 0.003, memory: 2815, loss: 0.1270, top-1: 95.6641, top-5: 99.1992
2023-02-02 23:31:19,724 - mmcls - INFO - Epoch [47][40/586]	lr: 2.441e-04, eta: 0:03:38, time: 0.055, data_time: 0.008, memory: 2815, loss: 0.1232, top-1: 95.9766, top-5: 98.9258
2023-02-02 23:31:20,226 - mmcls - INFO - Epoch [47][50/586]	lr: 2.441e-04, eta: 0:03:37, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1324, top-1: 95.6445, top-5: 98.9844
2023-02-02 23:31:21,232 - mmcls - INFO - Epoch [47][60/586]	lr: 2.441e-04, eta: 0:03:36, time: 0.095, data_time: 0.002, memory: 2815, loss: 0.1220, top-1: 95.9375, top-5: 99.0430
2023-02-02 23:31:22,189 - mmcls - INFO - Epoch [47][70/586]	lr: 2.441e-04, eta: 0:03:35, time: 0.100, data_time: 0.008, memory: 2815, loss: 0.1257, top-1: 95.8008, top-5: 99.0430
2023-02-02 23:31:22,691 - mmcls - INFO - Epoch [47][80/586]	lr: 2.441e-04, eta: 0:03:34, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1312, top-1: 95.6250, top-5: 99.0039
2023-02-02 23:31:23,496 - mmcls - INFO - Epoch [47][90/586]	lr: 2.441e-04, eta: 0:03:33, time: 0.074, data_time: 0.001, memory: 2815, loss: 0.1226, top-1: 95.6445, top-5: 99.2578
2023-02-02 23:31:24,471 - mmcls - INFO - Epoch [47][100/586]	lr: 2.441e-04, eta: 0:03:32, time: 0.104, data_time: 0.008, memory: 2815, loss: 0.1252, top-1: 95.6836, top-5: 99.0234
2023-02-02 23:31:24,957 - mmcls - INFO - Epoch [47][110/586]	lr: 2.441e-04, eta: 0:03:31, time: 0.048, data_time: 0.002, memory: 2815, loss: 0.1283, top-1: 95.8398, top-5: 98.8867
2023-02-02 23:31:25,519 - mmcls - INFO - Epoch [47][120/586]	lr: 2.441e-04, eta: 0:03:30, time: 0.057, data_time: 0.003, memory: 2815, loss: 0.1244, top-1: 95.6836, top-5: 99.1602
2023-02-02 23:31:26,448 - mmcls - INFO - Epoch [47][130/586]	lr: 2.441e-04, eta: 0:03:29, time: 0.088, data_time: 0.002, memory: 2815, loss: 0.1271, top-1: 95.6641, top-5: 99.0039
2023-02-02 23:31:27,107 - mmcls - INFO - Epoch [47][140/586]	lr: 2.441e-04, eta: 0:03:28, time: 0.071, data_time: 0.007, memory: 2815, loss: 0.1323, top-1: 95.6641, top-5: 98.9453
2023-02-02 23:31:27,633 - mmcls - INFO - Epoch [47][150/586]	lr: 2.441e-04, eta: 0:03:27, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1289, top-1: 95.8984, top-5: 98.9453
2023-02-02 23:31:28,526 - mmcls - INFO - Epoch [47][160/586]	lr: 2.441e-04, eta: 0:03:26, time: 0.085, data_time: 0.002, memory: 2815, loss: 0.1135, top-1: 95.9570, top-5: 99.2383
2023-02-02 23:31:29,366 - mmcls - INFO - Epoch [47][170/586]	lr: 2.441e-04, eta: 0:03:25, time: 0.088, data_time: 0.006, memory: 2815, loss: 0.1279, top-1: 95.6445, top-5: 98.9062
2023-02-02 23:31:29,862 - mmcls - INFO - Epoch [47][180/586]	lr: 2.441e-04, eta: 0:03:24, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1185, top-1: 95.9766, top-5: 99.1211
2023-02-02 23:31:30,714 - mmcls - INFO - Epoch [47][190/586]	lr: 2.441e-04, eta: 0:03:23, time: 0.080, data_time: 0.003, memory: 2815, loss: 0.1358, top-1: 95.5078, top-5: 98.9648
2023-02-02 23:31:31,675 - mmcls - INFO - Epoch [47][200/586]	lr: 2.441e-04, eta: 0:03:22, time: 0.101, data_time: 0.007, memory: 2815, loss: 0.1163, top-1: 96.0742, top-5: 99.1602
2023-02-02 23:31:32,184 - mmcls - INFO - Epoch [47][210/586]	lr: 2.441e-04, eta: 0:03:21, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1357, top-1: 95.7227, top-5: 98.7305
2023-02-02 23:31:33,144 - mmcls - INFO - Epoch [47][220/586]	lr: 2.441e-04, eta: 0:03:20, time: 0.092, data_time: 0.002, memory: 2815, loss: 0.1344, top-1: 95.8203, top-5: 98.9062
2023-02-02 23:31:34,191 - mmcls - INFO - Epoch [47][230/586]	lr: 2.441e-04, eta: 0:03:19, time: 0.109, data_time: 0.007, memory: 2815, loss: 0.1265, top-1: 95.8398, top-5: 98.9453
2023-02-02 23:31:34,695 - mmcls - INFO - Epoch [47][240/586]	lr: 2.441e-04, eta: 0:03:18, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1124, top-1: 96.2109, top-5: 99.3359
2023-02-02 23:31:35,453 - mmcls - INFO - Epoch [47][250/586]	lr: 2.441e-04, eta: 0:03:17, time: 0.071, data_time: 0.003, memory: 2815, loss: 0.1261, top-1: 96.0156, top-5: 98.8867
2023-02-02 23:31:36,442 - mmcls - INFO - Epoch [47][260/586]	lr: 2.441e-04, eta: 0:03:17, time: 0.104, data_time: 0.008, memory: 2815, loss: 0.1315, top-1: 95.7031, top-5: 98.9844
2023-02-02 23:31:36,967 - mmcls - INFO - Epoch [47][270/586]	lr: 2.441e-04, eta: 0:03:16, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1246, top-1: 95.8594, top-5: 99.2188
2023-02-02 23:31:37,542 - mmcls - INFO - Epoch [47][280/586]	lr: 2.441e-04, eta: 0:03:15, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1290, top-1: 95.7812, top-5: 99.1016
2023-02-02 23:31:38,762 - mmcls - INFO - Epoch [47][290/586]	lr: 2.441e-04, eta: 0:03:14, time: 0.123, data_time: 0.006, memory: 2815, loss: 0.1338, top-1: 95.5469, top-5: 98.8477
2023-02-02 23:31:39,275 - mmcls - INFO - Epoch [47][300/586]	lr: 2.441e-04, eta: 0:03:13, time: 0.055, data_time: 0.005, memory: 2815, loss: 0.1178, top-1: 96.1914, top-5: 99.0820
2023-02-02 23:31:39,794 - mmcls - INFO - Epoch [47][310/586]	lr: 2.441e-04, eta: 0:03:12, time: 0.051, data_time: 0.001, memory: 2815, loss: 0.1184, top-1: 96.1719, top-5: 99.0625
2023-02-02 23:31:40,858 - mmcls - INFO - Epoch [47][320/586]	lr: 2.441e-04, eta: 0:03:11, time: 0.103, data_time: 0.002, memory: 2815, loss: 0.1332, top-1: 95.4883, top-5: 99.0039
2023-02-02 23:31:41,441 - mmcls - INFO - Epoch [47][330/586]	lr: 2.441e-04, eta: 0:03:10, time: 0.062, data_time: 0.006, memory: 2815, loss: 0.1251, top-1: 95.7227, top-5: 99.0430
2023-02-02 23:31:41,944 - mmcls - INFO - Epoch [47][340/586]	lr: 2.441e-04, eta: 0:03:09, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1372, top-1: 95.7617, top-5: 98.7500
2023-02-02 23:31:43,076 - mmcls - INFO - Epoch [47][350/586]	lr: 2.441e-04, eta: 0:03:08, time: 0.108, data_time: 0.003, memory: 2815, loss: 0.1291, top-1: 95.5078, top-5: 99.1406
2023-02-02 23:31:43,963 - mmcls - INFO - Epoch [47][360/586]	lr: 2.441e-04, eta: 0:03:07, time: 0.094, data_time: 0.008, memory: 2815, loss: 0.1285, top-1: 95.8203, top-5: 99.0234
2023-02-02 23:31:44,467 - mmcls - INFO - Epoch [47][370/586]	lr: 2.441e-04, eta: 0:03:06, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1288, top-1: 95.6445, top-5: 99.0039
2023-02-02 23:31:45,540 - mmcls - INFO - Epoch [47][380/586]	lr: 2.441e-04, eta: 0:03:05, time: 0.103, data_time: 0.003, memory: 2815, loss: 0.1203, top-1: 96.0742, top-5: 98.9453
2023-02-02 23:31:46,391 - mmcls - INFO - Epoch [47][390/586]	lr: 2.441e-04, eta: 0:03:04, time: 0.090, data_time: 0.007, memory: 2815, loss: 0.1304, top-1: 95.7812, top-5: 98.9062
2023-02-02 23:31:46,895 - mmcls - INFO - Epoch [47][400/586]	lr: 2.441e-04, eta: 0:03:03, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1213, top-1: 95.9180, top-5: 99.0820
2023-02-02 23:31:47,795 - mmcls - INFO - Epoch [47][410/586]	lr: 2.441e-04, eta: 0:03:02, time: 0.084, data_time: 0.002, memory: 2815, loss: 0.1272, top-1: 95.8398, top-5: 99.0234
2023-02-02 23:31:48,840 - mmcls - INFO - Epoch [47][420/586]	lr: 2.441e-04, eta: 0:03:01, time: 0.110, data_time: 0.007, memory: 2815, loss: 0.1175, top-1: 95.7812, top-5: 99.1016
2023-02-02 23:31:49,335 - mmcls - INFO - Epoch [47][430/586]	lr: 2.441e-04, eta: 0:03:00, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1274, top-1: 95.8203, top-5: 99.0039
2023-02-02 23:31:50,058 - mmcls - INFO - Epoch [47][440/586]	lr: 2.441e-04, eta: 0:02:59, time: 0.068, data_time: 0.003, memory: 2815, loss: 0.1186, top-1: 96.1328, top-5: 99.1602
2023-02-02 23:31:51,228 - mmcls - INFO - Epoch [47][450/586]	lr: 2.441e-04, eta: 0:02:58, time: 0.122, data_time: 0.007, memory: 2815, loss: 0.1281, top-1: 95.6836, top-5: 99.1406
2023-02-02 23:31:51,719 - mmcls - INFO - Epoch [47][460/586]	lr: 2.441e-04, eta: 0:02:57, time: 0.049, data_time: 0.003, memory: 2815, loss: 0.1274, top-1: 95.7031, top-5: 99.1211
2023-02-02 23:31:52,238 - mmcls - INFO - Epoch [47][470/586]	lr: 2.441e-04, eta: 0:02:56, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1415, top-1: 95.4297, top-5: 98.8086
2023-02-02 23:31:53,460 - mmcls - INFO - Epoch [47][480/586]	lr: 2.441e-04, eta: 0:02:55, time: 0.117, data_time: 0.003, memory: 2815, loss: 0.1302, top-1: 95.6250, top-5: 99.0430
2023-02-02 23:31:54,169 - mmcls - INFO - Epoch [47][490/586]	lr: 2.441e-04, eta: 0:02:55, time: 0.077, data_time: 0.008, memory: 2815, loss: 0.1264, top-1: 95.8008, top-5: 99.0625
2023-02-02 23:31:54,715 - mmcls - INFO - Epoch [47][500/586]	lr: 2.441e-04, eta: 0:02:54, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1186, top-1: 95.9766, top-5: 99.2383
2023-02-02 23:31:55,958 - mmcls - INFO - Epoch [47][510/586]	lr: 2.441e-04, eta: 0:02:53, time: 0.120, data_time: 0.003, memory: 2815, loss: 0.1464, top-1: 95.4492, top-5: 98.8477
2023-02-02 23:31:56,536 - mmcls - INFO - Epoch [47][520/586]	lr: 2.441e-04, eta: 0:02:52, time: 0.063, data_time: 0.007, memory: 2815, loss: 0.1209, top-1: 95.8594, top-5: 99.0820
2023-02-02 23:31:57,057 - mmcls - INFO - Epoch [47][530/586]	lr: 2.441e-04, eta: 0:02:51, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1349, top-1: 95.4883, top-5: 98.9258
2023-02-02 23:31:58,252 - mmcls - INFO - Epoch [47][540/586]	lr: 2.441e-04, eta: 0:02:50, time: 0.114, data_time: 0.002, memory: 2815, loss: 0.1155, top-1: 95.9375, top-5: 99.1797
2023-02-02 23:31:59,118 - mmcls - INFO - Epoch [47][550/586]	lr: 2.441e-04, eta: 0:02:49, time: 0.092, data_time: 0.008, memory: 2815, loss: 0.1352, top-1: 95.5273, top-5: 98.8867
2023-02-02 23:31:59,657 - mmcls - INFO - Epoch [47][560/586]	lr: 2.441e-04, eta: 0:02:48, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1289, top-1: 95.6836, top-5: 99.1016
2023-02-02 23:32:00,648 - mmcls - INFO - Epoch [47][570/586]	lr: 2.441e-04, eta: 0:02:47, time: 0.094, data_time: 0.003, memory: 2815, loss: 0.1149, top-1: 96.0156, top-5: 99.2188
2023-02-02 23:32:01,678 - mmcls - INFO - Epoch [47][580/586]	lr: 2.441e-04, eta: 0:02:46, time: 0.109, data_time: 0.008, memory: 2815, loss: 0.1175, top-1: 96.0156, top-5: 99.1016
2023-02-02 23:32:01,933 - mmcls - INFO - Saving checkpoint at 47 epochs
2023-02-02 23:32:04,664 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:32:04,665 - mmcls - INFO - Epoch(val) [47][12]	acc: 83.9500
2023-02-02 23:32:08,193 - mmcls - INFO - Epoch [48][10/586]	lr: 2.441e-04, eta: 0:02:45, time: 0.351, data_time: 0.218, memory: 2815, loss: 0.1265, top-1: 95.8008, top-5: 98.9648
2023-02-02 23:32:08,690 - mmcls - INFO - Epoch [48][20/586]	lr: 2.441e-04, eta: 0:02:44, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1369, top-1: 95.2734, top-5: 98.9062
2023-02-02 23:32:09,217 - mmcls - INFO - Epoch [48][30/586]	lr: 2.441e-04, eta: 0:02:43, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1271, top-1: 95.6055, top-5: 98.9062
2023-02-02 23:32:10,398 - mmcls - INFO - Epoch [48][40/586]	lr: 2.441e-04, eta: 0:02:42, time: 0.113, data_time: 0.003, memory: 2815, loss: 0.1359, top-1: 95.5273, top-5: 98.9258
2023-02-02 23:32:11,004 - mmcls - INFO - Epoch [48][50/586]	lr: 2.441e-04, eta: 0:02:41, time: 0.067, data_time: 0.009, memory: 2815, loss: 0.1355, top-1: 95.4492, top-5: 98.8086
2023-02-02 23:32:11,500 - mmcls - INFO - Epoch [48][60/586]	lr: 2.441e-04, eta: 0:02:40, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1212, top-1: 96.0156, top-5: 99.1992
2023-02-02 23:32:12,631 - mmcls - INFO - Epoch [48][70/586]	lr: 2.441e-04, eta: 0:02:39, time: 0.108, data_time: 0.002, memory: 2815, loss: 0.1327, top-1: 95.5859, top-5: 98.8672
2023-02-02 23:32:13,674 - mmcls - INFO - Epoch [48][80/586]	lr: 2.441e-04, eta: 0:02:38, time: 0.109, data_time: 0.007, memory: 2815, loss: 0.1153, top-1: 96.1328, top-5: 98.9844
2023-02-02 23:32:14,189 - mmcls - INFO - Epoch [48][90/586]	lr: 2.441e-04, eta: 0:02:37, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1307, top-1: 95.7617, top-5: 98.9062
2023-02-02 23:32:14,939 - mmcls - INFO - Epoch [48][100/586]	lr: 2.441e-04, eta: 0:02:36, time: 0.070, data_time: 0.002, memory: 2815, loss: 0.1308, top-1: 95.8008, top-5: 98.9258
2023-02-02 23:32:16,088 - mmcls - INFO - Epoch [48][110/586]	lr: 2.441e-04, eta: 0:02:35, time: 0.119, data_time: 0.008, memory: 2815, loss: 0.1225, top-1: 95.9961, top-5: 98.8672
2023-02-02 23:32:16,583 - mmcls - INFO - Epoch [48][120/586]	lr: 2.441e-04, eta: 0:02:34, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1607, top-1: 94.6680, top-5: 98.7500
2023-02-02 23:32:17,115 - mmcls - INFO - Epoch [48][130/586]	lr: 2.441e-04, eta: 0:02:33, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1305, top-1: 95.6445, top-5: 98.9258
2023-02-02 23:32:17,647 - mmcls - INFO - Epoch [48][140/586]	lr: 2.441e-04, eta: 0:02:32, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.1209, top-1: 95.7422, top-5: 99.0820
2023-02-02 23:32:18,296 - mmcls - INFO - Epoch [48][150/586]	lr: 2.441e-04, eta: 0:02:31, time: 0.060, data_time: 0.002, memory: 2815, loss: 0.1164, top-1: 96.2695, top-5: 99.1797
2023-02-02 23:32:19,016 - mmcls - INFO - Epoch [48][160/586]	lr: 2.441e-04, eta: 0:02:30, time: 0.076, data_time: 0.007, memory: 2815, loss: 0.1235, top-1: 96.0938, top-5: 99.0234
2023-02-02 23:32:19,538 - mmcls - INFO - Epoch [48][170/586]	lr: 2.441e-04, eta: 0:02:29, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1126, top-1: 96.2891, top-5: 99.1602
2023-02-02 23:32:20,070 - mmcls - INFO - Epoch [48][180/586]	lr: 2.441e-04, eta: 0:02:28, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1307, top-1: 95.5273, top-5: 98.9062
2023-02-02 23:32:20,916 - mmcls - INFO - Epoch [48][190/586]	lr: 2.441e-04, eta: 0:02:27, time: 0.085, data_time: 0.002, memory: 2815, loss: 0.1337, top-1: 95.4492, top-5: 98.8672
2023-02-02 23:32:21,428 - mmcls - INFO - Epoch [48][200/586]	lr: 2.441e-04, eta: 0:02:26, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1197, top-1: 96.0938, top-5: 99.0039
2023-02-02 23:32:21,946 - mmcls - INFO - Epoch [48][210/586]	lr: 2.441e-04, eta: 0:02:25, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1222, top-1: 95.8594, top-5: 99.0820
2023-02-02 23:32:23,107 - mmcls - INFO - Epoch [48][220/586]	lr: 2.441e-04, eta: 0:02:24, time: 0.116, data_time: 0.002, memory: 2815, loss: 0.1269, top-1: 95.3516, top-5: 99.0430
2023-02-02 23:32:23,612 - mmcls - INFO - Epoch [48][230/586]	lr: 2.441e-04, eta: 0:02:23, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1294, top-1: 95.7227, top-5: 98.9453
2023-02-02 23:32:24,395 - mmcls - INFO - Epoch [48][240/586]	lr: 2.441e-04, eta: 0:02:23, time: 0.074, data_time: 0.002, memory: 2815, loss: 0.1023, top-1: 96.4258, top-5: 99.3750
2023-02-02 23:32:25,523 - mmcls - INFO - Epoch [48][250/586]	lr: 2.441e-04, eta: 0:02:22, time: 0.117, data_time: 0.007, memory: 2815, loss: 0.1302, top-1: 95.7227, top-5: 98.9258
2023-02-02 23:32:26,037 - mmcls - INFO - Epoch [48][260/586]	lr: 2.441e-04, eta: 0:02:21, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1337, top-1: 95.6250, top-5: 98.9648
2023-02-02 23:32:26,578 - mmcls - INFO - Epoch [48][270/586]	lr: 2.441e-04, eta: 0:02:20, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.1308, top-1: 95.8789, top-5: 98.8086
2023-02-02 23:32:27,657 - mmcls - INFO - Epoch [48][280/586]	lr: 2.441e-04, eta: 0:02:19, time: 0.105, data_time: 0.002, memory: 2815, loss: 0.1289, top-1: 95.6055, top-5: 99.1406
2023-02-02 23:32:28,213 - mmcls - INFO - Epoch [48][290/586]	lr: 2.441e-04, eta: 0:02:18, time: 0.057, data_time: 0.005, memory: 2815, loss: 0.1190, top-1: 96.0742, top-5: 99.1016
2023-02-02 23:32:28,767 - mmcls - INFO - Epoch [48][300/586]	lr: 2.441e-04, eta: 0:02:17, time: 0.057, data_time: 0.004, memory: 2815, loss: 0.1177, top-1: 96.1914, top-5: 99.1406
2023-02-02 23:32:29,887 - mmcls - INFO - Epoch [48][310/586]	lr: 2.441e-04, eta: 0:02:16, time: 0.107, data_time: 0.002, memory: 2815, loss: 0.1303, top-1: 95.7031, top-5: 98.9648
2023-02-02 23:32:30,463 - mmcls - INFO - Epoch [48][320/586]	lr: 2.441e-04, eta: 0:02:15, time: 0.063, data_time: 0.008, memory: 2815, loss: 0.0999, top-1: 96.6211, top-5: 99.3359
2023-02-02 23:32:30,991 - mmcls - INFO - Epoch [48][330/586]	lr: 2.441e-04, eta: 0:02:14, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1447, top-1: 95.4297, top-5: 98.7109
2023-02-02 23:32:32,016 - mmcls - INFO - Epoch [48][340/586]	lr: 2.441e-04, eta: 0:02:13, time: 0.103, data_time: 0.002, memory: 2815, loss: 0.1237, top-1: 95.9766, top-5: 98.9844
2023-02-02 23:32:32,551 - mmcls - INFO - Epoch [48][350/586]	lr: 2.441e-04, eta: 0:02:12, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1407, top-1: 95.6250, top-5: 98.7695
2023-02-02 23:32:33,072 - mmcls - INFO - Epoch [48][360/586]	lr: 2.441e-04, eta: 0:02:11, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1230, top-1: 95.8984, top-5: 99.0820
2023-02-02 23:32:34,065 - mmcls - INFO - Epoch [48][370/586]	lr: 2.441e-04, eta: 0:02:10, time: 0.096, data_time: 0.003, memory: 2815, loss: 0.1346, top-1: 95.3125, top-5: 99.1211
2023-02-02 23:32:34,615 - mmcls - INFO - Epoch [48][380/586]	lr: 2.441e-04, eta: 0:02:09, time: 0.058, data_time: 0.006, memory: 2815, loss: 0.1283, top-1: 95.7422, top-5: 99.1406
2023-02-02 23:32:35,129 - mmcls - INFO - Epoch [48][390/586]	lr: 2.441e-04, eta: 0:02:08, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1242, top-1: 95.9570, top-5: 99.0430
2023-02-02 23:32:36,097 - mmcls - INFO - Epoch [48][400/586]	lr: 2.441e-04, eta: 0:02:07, time: 0.092, data_time: 0.003, memory: 2815, loss: 0.1241, top-1: 95.8789, top-5: 99.0820
2023-02-02 23:32:36,757 - mmcls - INFO - Epoch [48][410/586]	lr: 2.441e-04, eta: 0:02:06, time: 0.071, data_time: 0.008, memory: 2815, loss: 0.1232, top-1: 95.8398, top-5: 99.0625
2023-02-02 23:32:37,270 - mmcls - INFO - Epoch [48][420/586]	lr: 2.441e-04, eta: 0:02:05, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1265, top-1: 95.7617, top-5: 98.7891
2023-02-02 23:32:38,417 - mmcls - INFO - Epoch [48][430/586]	lr: 2.441e-04, eta: 0:02:04, time: 0.106, data_time: 0.002, memory: 2815, loss: 0.1347, top-1: 95.3516, top-5: 98.9844
2023-02-02 23:32:39,171 - mmcls - INFO - Epoch [48][440/586]	lr: 2.441e-04, eta: 0:02:04, time: 0.084, data_time: 0.011, memory: 2815, loss: 0.1346, top-1: 95.3320, top-5: 99.0820
2023-02-02 23:32:39,680 - mmcls - INFO - Epoch [48][450/586]	lr: 2.441e-04, eta: 0:02:03, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1200, top-1: 95.9180, top-5: 99.1797
2023-02-02 23:32:40,752 - mmcls - INFO - Epoch [48][460/586]	lr: 2.441e-04, eta: 0:02:02, time: 0.102, data_time: 0.003, memory: 2815, loss: 0.1093, top-1: 96.5430, top-5: 99.0234
2023-02-02 23:32:41,629 - mmcls - INFO - Epoch [48][470/586]	lr: 2.441e-04, eta: 0:02:01, time: 0.092, data_time: 0.007, memory: 2815, loss: 0.1140, top-1: 96.2500, top-5: 99.0625
2023-02-02 23:32:42,147 - mmcls - INFO - Epoch [48][480/586]	lr: 2.441e-04, eta: 0:02:00, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1205, top-1: 95.9375, top-5: 99.0625
2023-02-02 23:32:43,006 - mmcls - INFO - Epoch [48][490/586]	lr: 2.441e-04, eta: 0:01:59, time: 0.081, data_time: 0.002, memory: 2815, loss: 0.1281, top-1: 96.1133, top-5: 98.9648
2023-02-02 23:32:44,093 - mmcls - INFO - Epoch [48][500/586]	lr: 2.441e-04, eta: 0:01:58, time: 0.114, data_time: 0.007, memory: 2815, loss: 0.1288, top-1: 95.6836, top-5: 99.0820
2023-02-02 23:32:44,616 - mmcls - INFO - Epoch [48][510/586]	lr: 2.441e-04, eta: 0:01:57, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1311, top-1: 95.3906, top-5: 99.1602
2023-02-02 23:32:45,223 - mmcls - INFO - Epoch [48][520/586]	lr: 2.441e-04, eta: 0:01:56, time: 0.057, data_time: 0.003, memory: 2815, loss: 0.1251, top-1: 96.0938, top-5: 98.7891
2023-02-02 23:32:46,126 - mmcls - INFO - Epoch [48][530/586]	lr: 2.441e-04, eta: 0:01:55, time: 0.094, data_time: 0.006, memory: 2815, loss: 0.1346, top-1: 95.3711, top-5: 98.9453
2023-02-02 23:32:46,641 - mmcls - INFO - Epoch [48][540/586]	lr: 2.441e-04, eta: 0:01:54, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1237, top-1: 95.9375, top-5: 99.1602
2023-02-02 23:32:47,415 - mmcls - INFO - Epoch [48][550/586]	lr: 2.441e-04, eta: 0:01:53, time: 0.072, data_time: 0.003, memory: 2815, loss: 0.1261, top-1: 95.9375, top-5: 99.0234
2023-02-02 23:32:48,358 - mmcls - INFO - Epoch [48][560/586]	lr: 2.441e-04, eta: 0:01:52, time: 0.100, data_time: 0.008, memory: 2815, loss: 0.1242, top-1: 95.9180, top-5: 98.9062
2023-02-02 23:32:48,876 - mmcls - INFO - Epoch [48][570/586]	lr: 2.441e-04, eta: 0:01:51, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1190, top-1: 95.9180, top-5: 99.1602
2023-02-02 23:32:49,751 - mmcls - INFO - Epoch [48][580/586]	lr: 2.441e-04, eta: 0:01:50, time: 0.082, data_time: 0.002, memory: 2815, loss: 0.1043, top-1: 96.3867, top-5: 99.2578
2023-02-02 23:32:50,435 - mmcls - INFO - Saving checkpoint at 48 epochs
2023-02-02 23:32:53,190 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:32:53,192 - mmcls - INFO - Epoch(val) [48][12]	acc: 83.7833
2023-02-02 23:32:56,212 - mmcls - INFO - Epoch [49][10/586]	lr: 2.441e-04, eta: 0:01:49, time: 0.297, data_time: 0.224, memory: 2815, loss: 0.1131, top-1: 96.3086, top-5: 99.2188
2023-02-02 23:32:57,188 - mmcls - INFO - Epoch [49][20/586]	lr: 2.441e-04, eta: 0:01:48, time: 0.100, data_time: 0.005, memory: 2815, loss: 0.1362, top-1: 95.5859, top-5: 98.9844
2023-02-02 23:32:57,677 - mmcls - INFO - Epoch [49][30/586]	lr: 2.441e-04, eta: 0:01:47, time: 0.049, data_time: 0.002, memory: 2815, loss: 0.1173, top-1: 96.0938, top-5: 99.1016
2023-02-02 23:32:58,373 - mmcls - INFO - Epoch [49][40/586]	lr: 2.441e-04, eta: 0:01:46, time: 0.066, data_time: 0.002, memory: 2815, loss: 0.1258, top-1: 95.8594, top-5: 99.0430
2023-02-02 23:32:59,512 - mmcls - INFO - Epoch [49][50/586]	lr: 2.441e-04, eta: 0:01:45, time: 0.118, data_time: 0.006, memory: 2815, loss: 0.1232, top-1: 95.7812, top-5: 99.0820
2023-02-02 23:33:00,034 - mmcls - INFO - Epoch [49][60/586]	lr: 2.441e-04, eta: 0:01:44, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1232, top-1: 95.9570, top-5: 99.1211
2023-02-02 23:33:00,594 - mmcls - INFO - Epoch [49][70/586]	lr: 2.441e-04, eta: 0:01:43, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1120, top-1: 96.1523, top-5: 99.1602
2023-02-02 23:33:01,785 - mmcls - INFO - Epoch [49][80/586]	lr: 2.441e-04, eta: 0:01:42, time: 0.119, data_time: 0.005, memory: 2815, loss: 0.1142, top-1: 96.1133, top-5: 99.1992
2023-02-02 23:33:02,386 - mmcls - INFO - Epoch [49][90/586]	lr: 2.441e-04, eta: 0:01:41, time: 0.062, data_time: 0.005, memory: 2815, loss: 0.1322, top-1: 95.5859, top-5: 98.9648
2023-02-02 23:33:02,943 - mmcls - INFO - Epoch [49][100/586]	lr: 2.441e-04, eta: 0:01:40, time: 0.056, data_time: 0.003, memory: 2815, loss: 0.1158, top-1: 96.0938, top-5: 99.2383
2023-02-02 23:33:04,014 - mmcls - INFO - Epoch [49][110/586]	lr: 2.441e-04, eta: 0:01:39, time: 0.103, data_time: 0.003, memory: 2815, loss: 0.1346, top-1: 95.3711, top-5: 98.8672
2023-02-02 23:33:04,573 - mmcls - INFO - Epoch [49][120/586]	lr: 2.441e-04, eta: 0:01:38, time: 0.060, data_time: 0.007, memory: 2815, loss: 0.1233, top-1: 95.7422, top-5: 99.2383
2023-02-02 23:33:05,195 - mmcls - INFO - Epoch [49][130/586]	lr: 2.441e-04, eta: 0:01:37, time: 0.063, data_time: 0.003, memory: 2815, loss: 0.1227, top-1: 95.7422, top-5: 99.0430
2023-02-02 23:33:06,457 - mmcls - INFO - Epoch [49][140/586]	lr: 2.441e-04, eta: 0:01:36, time: 0.121, data_time: 0.003, memory: 2815, loss: 0.1269, top-1: 95.5078, top-5: 99.1797
2023-02-02 23:33:07,213 - mmcls - INFO - Epoch [49][150/586]	lr: 2.441e-04, eta: 0:01:36, time: 0.081, data_time: 0.007, memory: 2815, loss: 0.1201, top-1: 95.8203, top-5: 99.1602
2023-02-02 23:33:07,723 - mmcls - INFO - Epoch [49][160/586]	lr: 2.441e-04, eta: 0:01:35, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1341, top-1: 95.4102, top-5: 99.0430
2023-02-02 23:33:08,591 - mmcls - INFO - Epoch [49][170/586]	lr: 2.441e-04, eta: 0:01:34, time: 0.081, data_time: 0.002, memory: 2815, loss: 0.1317, top-1: 95.6445, top-5: 98.8672
2023-02-02 23:33:09,489 - mmcls - INFO - Epoch [49][180/586]	lr: 2.441e-04, eta: 0:01:33, time: 0.095, data_time: 0.008, memory: 2815, loss: 0.1303, top-1: 95.2148, top-5: 99.0039
2023-02-02 23:33:09,990 - mmcls - INFO - Epoch [49][190/586]	lr: 2.441e-04, eta: 0:01:32, time: 0.050, data_time: 0.003, memory: 2815, loss: 0.1288, top-1: 95.9570, top-5: 98.9844
2023-02-02 23:33:10,597 - mmcls - INFO - Epoch [49][200/586]	lr: 2.441e-04, eta: 0:01:31, time: 0.056, data_time: 0.003, memory: 2815, loss: 0.1376, top-1: 95.4297, top-5: 98.8867
2023-02-02 23:33:11,718 - mmcls - INFO - Epoch [49][210/586]	lr: 2.441e-04, eta: 0:01:30, time: 0.116, data_time: 0.007, memory: 2815, loss: 0.1323, top-1: 95.3711, top-5: 99.0039
2023-02-02 23:33:12,199 - mmcls - INFO - Epoch [49][220/586]	lr: 2.441e-04, eta: 0:01:29, time: 0.048, data_time: 0.003, memory: 2815, loss: 0.1240, top-1: 95.9180, top-5: 99.0820
2023-02-02 23:33:12,734 - mmcls - INFO - Epoch [49][230/586]	lr: 2.441e-04, eta: 0:01:28, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1209, top-1: 95.8789, top-5: 99.1797
2023-02-02 23:33:13,953 - mmcls - INFO - Epoch [49][240/586]	lr: 2.441e-04, eta: 0:01:27, time: 0.117, data_time: 0.003, memory: 2815, loss: 0.1232, top-1: 95.8203, top-5: 99.1211
2023-02-02 23:33:14,473 - mmcls - INFO - Epoch [49][250/586]	lr: 2.441e-04, eta: 0:01:26, time: 0.058, data_time: 0.008, memory: 2815, loss: 0.1264, top-1: 95.7227, top-5: 99.0234
2023-02-02 23:33:15,004 - mmcls - INFO - Epoch [49][260/586]	lr: 2.441e-04, eta: 0:01:25, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1270, top-1: 96.0352, top-5: 99.0234
2023-02-02 23:33:16,013 - mmcls - INFO - Epoch [49][270/586]	lr: 2.441e-04, eta: 0:01:24, time: 0.096, data_time: 0.003, memory: 2815, loss: 0.1325, top-1: 95.7617, top-5: 98.7500
2023-02-02 23:33:16,837 - mmcls - INFO - Epoch [49][280/586]	lr: 2.441e-04, eta: 0:01:23, time: 0.088, data_time: 0.007, memory: 2815, loss: 0.1294, top-1: 95.5469, top-5: 98.8672
2023-02-02 23:33:17,343 - mmcls - INFO - Epoch [49][290/586]	lr: 2.441e-04, eta: 0:01:22, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1216, top-1: 95.8203, top-5: 99.0820
2023-02-02 23:33:18,044 - mmcls - INFO - Epoch [49][300/586]	lr: 2.441e-04, eta: 0:01:21, time: 0.065, data_time: 0.002, memory: 2815, loss: 0.1284, top-1: 95.6055, top-5: 98.9844
2023-02-02 23:33:18,950 - mmcls - INFO - Epoch [49][310/586]	lr: 2.441e-04, eta: 0:01:20, time: 0.095, data_time: 0.007, memory: 2815, loss: 0.1197, top-1: 96.0352, top-5: 99.1016
2023-02-02 23:33:19,450 - mmcls - INFO - Epoch [49][320/586]	lr: 2.441e-04, eta: 0:01:19, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1250, top-1: 95.8789, top-5: 98.9844
2023-02-02 23:33:20,060 - mmcls - INFO - Epoch [49][330/586]	lr: 2.441e-04, eta: 0:01:18, time: 0.058, data_time: 0.003, memory: 2815, loss: 0.1365, top-1: 95.7812, top-5: 98.9258
2023-02-02 23:33:20,917 - mmcls - INFO - Epoch [49][340/586]	lr: 2.441e-04, eta: 0:01:18, time: 0.089, data_time: 0.006, memory: 2815, loss: 0.1172, top-1: 96.1523, top-5: 99.2383
2023-02-02 23:33:21,427 - mmcls - INFO - Epoch [49][350/586]	lr: 2.441e-04, eta: 0:01:17, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1138, top-1: 96.2305, top-5: 99.0820
2023-02-02 23:33:22,114 - mmcls - INFO - Epoch [49][360/586]	lr: 2.441e-04, eta: 0:01:16, time: 0.065, data_time: 0.003, memory: 2815, loss: 0.1221, top-1: 95.9766, top-5: 99.1406
2023-02-02 23:33:23,274 - mmcls - INFO - Epoch [49][370/586]	lr: 2.441e-04, eta: 0:01:15, time: 0.120, data_time: 0.006, memory: 2815, loss: 0.1208, top-1: 96.0742, top-5: 99.0234
2023-02-02 23:33:23,777 - mmcls - INFO - Epoch [49][380/586]	lr: 2.441e-04, eta: 0:01:14, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1327, top-1: 95.7617, top-5: 98.9258
2023-02-02 23:33:24,319 - mmcls - INFO - Epoch [49][390/586]	lr: 2.441e-04, eta: 0:01:13, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1527, top-1: 95.0586, top-5: 98.7305
2023-02-02 23:33:25,301 - mmcls - INFO - Epoch [49][400/586]	lr: 2.441e-04, eta: 0:01:12, time: 0.098, data_time: 0.002, memory: 2815, loss: 0.1273, top-1: 95.5469, top-5: 99.1016
2023-02-02 23:33:25,835 - mmcls - INFO - Epoch [49][410/586]	lr: 2.441e-04, eta: 0:01:11, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1139, top-1: 96.2891, top-5: 99.1602
2023-02-02 23:33:26,360 - mmcls - INFO - Epoch [49][420/586]	lr: 2.441e-04, eta: 0:01:10, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1298, top-1: 95.6445, top-5: 99.0625
2023-02-02 23:33:27,546 - mmcls - INFO - Epoch [49][430/586]	lr: 2.441e-04, eta: 0:01:09, time: 0.112, data_time: 0.002, memory: 2815, loss: 0.1186, top-1: 95.8594, top-5: 99.1211
2023-02-02 23:33:28,165 - mmcls - INFO - Epoch [49][440/586]	lr: 2.441e-04, eta: 0:01:08, time: 0.068, data_time: 0.009, memory: 2815, loss: 0.1275, top-1: 95.7227, top-5: 99.0039
2023-02-02 23:33:28,682 - mmcls - INFO - Epoch [49][450/586]	lr: 2.441e-04, eta: 0:01:07, time: 0.052, data_time: 0.003, memory: 2815, loss: 0.1361, top-1: 95.6055, top-5: 98.9062
2023-02-02 23:33:29,550 - mmcls - INFO - Epoch [49][460/586]	lr: 2.441e-04, eta: 0:01:06, time: 0.082, data_time: 0.002, memory: 2815, loss: 0.1252, top-1: 95.8594, top-5: 99.1406
2023-02-02 23:33:30,172 - mmcls - INFO - Epoch [49][470/586]	lr: 2.441e-04, eta: 0:01:05, time: 0.067, data_time: 0.007, memory: 2815, loss: 0.1153, top-1: 96.1914, top-5: 99.2578
2023-02-02 23:33:30,720 - mmcls - INFO - Epoch [49][480/586]	lr: 2.441e-04, eta: 0:01:04, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.1132, top-1: 96.0938, top-5: 99.1602
2023-02-02 23:33:31,938 - mmcls - INFO - Epoch [49][490/586]	lr: 2.441e-04, eta: 0:01:03, time: 0.115, data_time: 0.003, memory: 2815, loss: 0.1310, top-1: 95.8008, top-5: 98.8281
2023-02-02 23:33:32,664 - mmcls - INFO - Epoch [49][500/586]	lr: 2.441e-04, eta: 0:01:02, time: 0.079, data_time: 0.009, memory: 2815, loss: 0.1264, top-1: 95.7227, top-5: 98.9453
2023-02-02 23:33:33,168 - mmcls - INFO - Epoch [49][510/586]	lr: 2.441e-04, eta: 0:01:02, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1254, top-1: 95.8984, top-5: 98.9844
2023-02-02 23:33:34,107 - mmcls - INFO - Epoch [49][520/586]	lr: 2.441e-04, eta: 0:01:01, time: 0.089, data_time: 0.003, memory: 2815, loss: 0.1405, top-1: 95.4883, top-5: 98.6523
2023-02-02 23:33:34,722 - mmcls - INFO - Epoch [49][530/586]	lr: 2.441e-04, eta: 0:01:00, time: 0.067, data_time: 0.008, memory: 2815, loss: 0.1143, top-1: 96.0352, top-5: 99.1602
2023-02-02 23:33:35,232 - mmcls - INFO - Epoch [49][540/586]	lr: 2.441e-04, eta: 0:00:59, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1340, top-1: 95.5469, top-5: 98.8477
2023-02-02 23:33:36,054 - mmcls - INFO - Epoch [49][550/586]	lr: 2.441e-04, eta: 0:00:58, time: 0.078, data_time: 0.003, memory: 2815, loss: 0.1319, top-1: 95.5859, top-5: 98.9258
2023-02-02 23:33:36,917 - mmcls - INFO - Epoch [49][560/586]	lr: 2.441e-04, eta: 0:00:57, time: 0.091, data_time: 0.008, memory: 2815, loss: 0.1328, top-1: 95.5859, top-5: 98.9648
2023-02-02 23:33:37,414 - mmcls - INFO - Epoch [49][570/586]	lr: 2.441e-04, eta: 0:00:56, time: 0.049, data_time: 0.003, memory: 2815, loss: 0.1404, top-1: 95.4297, top-5: 98.9453
2023-02-02 23:33:37,997 - mmcls - INFO - Epoch [49][580/586]	lr: 2.441e-04, eta: 0:00:55, time: 0.055, data_time: 0.003, memory: 2815, loss: 0.1326, top-1: 95.7031, top-5: 98.7891
2023-02-02 23:33:38,611 - mmcls - INFO - Saving checkpoint at 49 epochs
2023-02-02 23:33:41,430 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:33:41,431 - mmcls - INFO - Epoch(val) [49][12]	acc: 83.4667
2023-02-02 23:33:44,258 - mmcls - INFO - Epoch [50][10/586]	lr: 2.441e-04, eta: 0:00:53, time: 0.280, data_time: 0.223, memory: 2815, loss: 0.1285, top-1: 95.9375, top-5: 98.7891
2023-02-02 23:33:45,322 - mmcls - INFO - Epoch [50][20/586]	lr: 2.441e-04, eta: 0:00:53, time: 0.102, data_time: 0.004, memory: 2815, loss: 0.1259, top-1: 95.8008, top-5: 99.0430
2023-02-02 23:33:45,955 - mmcls - INFO - Epoch [50][30/586]	lr: 2.441e-04, eta: 0:00:52, time: 0.069, data_time: 0.008, memory: 2815, loss: 0.1299, top-1: 95.6250, top-5: 99.1211
2023-02-02 23:33:46,453 - mmcls - INFO - Epoch [50][40/586]	lr: 2.441e-04, eta: 0:00:51, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1303, top-1: 95.5078, top-5: 98.9258
2023-02-02 23:33:47,325 - mmcls - INFO - Epoch [50][50/586]	lr: 2.441e-04, eta: 0:00:50, time: 0.082, data_time: 0.002, memory: 2815, loss: 0.1244, top-1: 95.9180, top-5: 99.0430
2023-02-02 23:33:48,224 - mmcls - INFO - Epoch [50][60/586]	lr: 2.441e-04, eta: 0:00:49, time: 0.095, data_time: 0.007, memory: 2815, loss: 0.1125, top-1: 96.2500, top-5: 99.1602
2023-02-02 23:33:48,709 - mmcls - INFO - Epoch [50][70/586]	lr: 2.441e-04, eta: 0:00:48, time: 0.049, data_time: 0.003, memory: 2815, loss: 0.1243, top-1: 96.0742, top-5: 99.0234
2023-02-02 23:33:49,464 - mmcls - INFO - Epoch [50][80/586]	lr: 2.441e-04, eta: 0:00:47, time: 0.072, data_time: 0.003, memory: 2815, loss: 0.1231, top-1: 96.1914, top-5: 98.9648
2023-02-02 23:33:50,587 - mmcls - INFO - Epoch [50][90/586]	lr: 2.441e-04, eta: 0:00:46, time: 0.116, data_time: 0.006, memory: 2815, loss: 0.1365, top-1: 95.2344, top-5: 98.9648
2023-02-02 23:33:51,091 - mmcls - INFO - Epoch [50][100/586]	lr: 2.441e-04, eta: 0:00:45, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1309, top-1: 95.7617, top-5: 98.8477
2023-02-02 23:33:51,639 - mmcls - INFO - Epoch [50][110/586]	lr: 2.441e-04, eta: 0:00:44, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1265, top-1: 95.8984, top-5: 99.0234
2023-02-02 23:33:52,924 - mmcls - INFO - Epoch [50][120/586]	lr: 2.441e-04, eta: 0:00:43, time: 0.123, data_time: 0.003, memory: 2815, loss: 0.1160, top-1: 96.1719, top-5: 99.1406
2023-02-02 23:33:53,465 - mmcls - INFO - Epoch [50][130/586]	lr: 2.441e-04, eta: 0:00:42, time: 0.059, data_time: 0.008, memory: 2815, loss: 0.1277, top-1: 95.7812, top-5: 98.8672
2023-02-02 23:33:53,998 - mmcls - INFO - Epoch [50][140/586]	lr: 2.441e-04, eta: 0:00:41, time: 0.054, data_time: 0.003, memory: 2815, loss: 0.1206, top-1: 96.0352, top-5: 98.8672
2023-02-02 23:33:55,070 - mmcls - INFO - Epoch [50][150/586]	lr: 2.441e-04, eta: 0:00:40, time: 0.100, data_time: 0.002, memory: 2815, loss: 0.1227, top-1: 95.7227, top-5: 99.0234
2023-02-02 23:33:55,669 - mmcls - INFO - Epoch [50][160/586]	lr: 2.441e-04, eta: 0:00:39, time: 0.067, data_time: 0.009, memory: 2815, loss: 0.1321, top-1: 95.3906, top-5: 99.0234
2023-02-02 23:33:56,188 - mmcls - INFO - Epoch [50][170/586]	lr: 2.441e-04, eta: 0:00:38, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1225, top-1: 95.9570, top-5: 99.0820
2023-02-02 23:33:56,975 - mmcls - INFO - Epoch [50][180/586]	lr: 2.441e-04, eta: 0:00:37, time: 0.074, data_time: 0.002, memory: 2815, loss: 0.1128, top-1: 96.2500, top-5: 99.1016
2023-02-02 23:33:57,704 - mmcls - INFO - Epoch [50][190/586]	lr: 2.441e-04, eta: 0:00:37, time: 0.077, data_time: 0.007, memory: 2815, loss: 0.1201, top-1: 96.0547, top-5: 99.0234
2023-02-02 23:33:58,224 - mmcls - INFO - Epoch [50][200/586]	lr: 2.441e-04, eta: 0:00:36, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1314, top-1: 95.6055, top-5: 99.0039
2023-02-02 23:33:59,192 - mmcls - INFO - Epoch [50][210/586]	lr: 2.441e-04, eta: 0:00:35, time: 0.092, data_time: 0.003, memory: 2815, loss: 0.1202, top-1: 96.1914, top-5: 99.0234
2023-02-02 23:33:59,703 - mmcls - INFO - Epoch [50][220/586]	lr: 2.441e-04, eta: 0:00:34, time: 0.056, data_time: 0.007, memory: 2815, loss: 0.1222, top-1: 96.0938, top-5: 99.0234
2023-02-02 23:34:00,231 - mmcls - INFO - Epoch [50][230/586]	lr: 2.441e-04, eta: 0:00:33, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1332, top-1: 95.4883, top-5: 98.9062
2023-02-02 23:34:01,349 - mmcls - INFO - Epoch [50][240/586]	lr: 2.441e-04, eta: 0:00:32, time: 0.109, data_time: 0.003, memory: 2815, loss: 0.1328, top-1: 95.7422, top-5: 98.7695
2023-02-02 23:34:01,930 - mmcls - INFO - Epoch [50][250/586]	lr: 2.441e-04, eta: 0:00:31, time: 0.061, data_time: 0.005, memory: 2815, loss: 0.1261, top-1: 95.9180, top-5: 99.0039
2023-02-02 23:34:02,446 - mmcls - INFO - Epoch [50][260/586]	lr: 2.441e-04, eta: 0:00:30, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1115, top-1: 96.3477, top-5: 99.2773
2023-02-02 23:34:03,466 - mmcls - INFO - Epoch [50][270/586]	lr: 2.441e-04, eta: 0:00:29, time: 0.097, data_time: 0.003, memory: 2815, loss: 0.1448, top-1: 95.4297, top-5: 98.6719
2023-02-02 23:34:04,117 - mmcls - INFO - Epoch [50][280/586]	lr: 2.441e-04, eta: 0:00:28, time: 0.071, data_time: 0.008, memory: 2815, loss: 0.1293, top-1: 95.5273, top-5: 99.0625
2023-02-02 23:34:04,628 - mmcls - INFO - Epoch [50][290/586]	lr: 2.441e-04, eta: 0:00:27, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1150, top-1: 95.8984, top-5: 99.2969
2023-02-02 23:34:05,483 - mmcls - INFO - Epoch [50][300/586]	lr: 2.441e-04, eta: 0:00:26, time: 0.081, data_time: 0.002, memory: 2815, loss: 0.1387, top-1: 95.5469, top-5: 98.6914
2023-02-02 23:34:06,115 - mmcls - INFO - Epoch [50][310/586]	lr: 2.441e-04, eta: 0:00:25, time: 0.066, data_time: 0.007, memory: 2815, loss: 0.1375, top-1: 95.5664, top-5: 98.7695
2023-02-02 23:34:06,622 - mmcls - INFO - Epoch [50][320/586]	lr: 2.441e-04, eta: 0:00:24, time: 0.051, data_time: 0.003, memory: 2815, loss: 0.1318, top-1: 95.5469, top-5: 98.9844
2023-02-02 23:34:07,556 - mmcls - INFO - Epoch [50][330/586]	lr: 2.441e-04, eta: 0:00:23, time: 0.088, data_time: 0.003, memory: 2815, loss: 0.1278, top-1: 95.6836, top-5: 98.9648
2023-02-02 23:34:08,286 - mmcls - INFO - Epoch [50][340/586]	lr: 2.441e-04, eta: 0:00:22, time: 0.079, data_time: 0.008, memory: 2815, loss: 0.1144, top-1: 96.1133, top-5: 99.2773
2023-02-02 23:34:08,792 - mmcls - INFO - Epoch [50][350/586]	lr: 2.441e-04, eta: 0:00:22, time: 0.050, data_time: 0.002, memory: 2815, loss: 0.1222, top-1: 96.0156, top-5: 99.0430
2023-02-02 23:34:09,553 - mmcls - INFO - Epoch [50][360/586]	lr: 2.441e-04, eta: 0:00:21, time: 0.071, data_time: 0.002, memory: 2815, loss: 0.1350, top-1: 95.4883, top-5: 98.9844
2023-02-02 23:34:10,675 - mmcls - INFO - Epoch [50][370/586]	lr: 2.441e-04, eta: 0:00:20, time: 0.118, data_time: 0.008, memory: 2815, loss: 0.1154, top-1: 96.0156, top-5: 99.2383
2023-02-02 23:34:11,191 - mmcls - INFO - Epoch [50][380/586]	lr: 2.441e-04, eta: 0:00:19, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1158, top-1: 96.0156, top-5: 99.0820
2023-02-02 23:34:11,896 - mmcls - INFO - Epoch [50][390/586]	lr: 2.441e-04, eta: 0:00:18, time: 0.066, data_time: 0.002, memory: 2815, loss: 0.1434, top-1: 95.1953, top-5: 98.8086
2023-02-02 23:34:12,953 - mmcls - INFO - Epoch [50][400/586]	lr: 2.441e-04, eta: 0:00:17, time: 0.110, data_time: 0.007, memory: 2815, loss: 0.1286, top-1: 95.6641, top-5: 99.0820
2023-02-02 23:34:13,488 - mmcls - INFO - Epoch [50][410/586]	lr: 2.441e-04, eta: 0:00:16, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1390, top-1: 95.5469, top-5: 98.7305
2023-02-02 23:34:14,038 - mmcls - INFO - Epoch [50][420/586]	lr: 2.441e-04, eta: 0:00:15, time: 0.055, data_time: 0.002, memory: 2815, loss: 0.1267, top-1: 95.8594, top-5: 99.0234
2023-02-02 23:34:14,871 - mmcls - INFO - Epoch [50][430/586]	lr: 2.441e-04, eta: 0:00:14, time: 0.083, data_time: 0.002, memory: 2815, loss: 0.1358, top-1: 95.6445, top-5: 98.9258
2023-02-02 23:34:15,414 - mmcls - INFO - Epoch [50][440/586]	lr: 2.441e-04, eta: 0:00:13, time: 0.054, data_time: 0.002, memory: 2815, loss: 0.1208, top-1: 96.0742, top-5: 99.0430
2023-02-02 23:34:15,942 - mmcls - INFO - Epoch [50][450/586]	lr: 2.441e-04, eta: 0:00:12, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1262, top-1: 95.7422, top-5: 99.0039
2023-02-02 23:34:16,813 - mmcls - INFO - Epoch [50][460/586]	lr: 2.441e-04, eta: 0:00:11, time: 0.082, data_time: 0.003, memory: 2815, loss: 0.1127, top-1: 96.0156, top-5: 99.2578
2023-02-02 23:34:17,503 - mmcls - INFO - Epoch [50][470/586]	lr: 2.441e-04, eta: 0:00:10, time: 0.075, data_time: 0.008, memory: 2815, loss: 0.1309, top-1: 95.8398, top-5: 98.8086
2023-02-02 23:34:18,036 - mmcls - INFO - Epoch [50][480/586]	lr: 2.441e-04, eta: 0:00:09, time: 0.053, data_time: 0.002, memory: 2815, loss: 0.1166, top-1: 95.9961, top-5: 99.1602
2023-02-02 23:34:18,872 - mmcls - INFO - Epoch [50][490/586]	lr: 2.441e-04, eta: 0:00:08, time: 0.079, data_time: 0.002, memory: 2815, loss: 0.1286, top-1: 95.5664, top-5: 99.0039
2023-02-02 23:34:19,675 - mmcls - INFO - Epoch [50][500/586]	lr: 2.441e-04, eta: 0:00:08, time: 0.085, data_time: 0.008, memory: 2815, loss: 0.1277, top-1: 95.8398, top-5: 98.9844
2023-02-02 23:34:20,199 - mmcls - INFO - Epoch [50][510/586]	lr: 2.441e-04, eta: 0:00:07, time: 0.053, data_time: 0.003, memory: 2815, loss: 0.1200, top-1: 96.1523, top-5: 99.1016
2023-02-02 23:34:21,019 - mmcls - INFO - Epoch [50][520/586]	lr: 2.441e-04, eta: 0:00:06, time: 0.077, data_time: 0.003, memory: 2815, loss: 0.1263, top-1: 95.7031, top-5: 99.0430
2023-02-02 23:34:21,941 - mmcls - INFO - Epoch [50][530/586]	lr: 2.441e-04, eta: 0:00:05, time: 0.097, data_time: 0.008, memory: 2815, loss: 0.1199, top-1: 95.6641, top-5: 99.1992
2023-02-02 23:34:22,453 - mmcls - INFO - Epoch [50][540/586]	lr: 2.441e-04, eta: 0:00:04, time: 0.051, data_time: 0.002, memory: 2815, loss: 0.1128, top-1: 96.3672, top-5: 99.2773
2023-02-02 23:34:22,979 - mmcls - INFO - Epoch [50][550/586]	lr: 2.441e-04, eta: 0:00:03, time: 0.052, data_time: 0.002, memory: 2815, loss: 0.1281, top-1: 95.6641, top-5: 99.0234
2023-02-02 23:34:24,088 - mmcls - INFO - Epoch [50][560/586]	lr: 2.441e-04, eta: 0:00:02, time: 0.109, data_time: 0.003, memory: 2815, loss: 0.1329, top-1: 95.6250, top-5: 98.9648
2023-02-02 23:34:24,579 - mmcls - INFO - Epoch [50][570/586]	lr: 2.441e-04, eta: 0:00:01, time: 0.051, data_time: 0.004, memory: 2815, loss: 0.1231, top-1: 95.7422, top-5: 99.0039
2023-02-02 23:34:25,049 - mmcls - INFO - Epoch [50][580/586]	lr: 2.441e-04, eta: 0:00:00, time: 0.047, data_time: 0.002, memory: 2815, loss: 0.1402, top-1: 95.2539, top-5: 98.7500
2023-02-02 23:34:25,446 - mmcls - INFO - Saving checkpoint at 50 epochs
2023-02-02 23:34:28,358 - mmcls - INFO - Dist Eval Hook : There are 6000 samples in total.
2023-02-02 23:34:28,359 - mmcls - INFO - Epoch(val) [50][12]	acc: 83.8333