2022-07-04 08:36:59,655 - mmpose - INFO - Environment info:
------------------------------------------------------------
sys.platform: linux
Python: 3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) [GCC 9.3.0]
CUDA available: True
GPU 0,1,2,3,4,5,6,7: A100-SXM4-40GB
CUDA_HOME: /usr/local/cuda
NVCC: Build cuda_11.3.r11.3/compiler.29920130_0
GCC: gcc (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0
PyTorch: 1.9.0a0+c3d40fd
PyTorch compiling details: PyTorch built with:
  - GCC 9.3
  - C++ Version: 201402
  - Intel(R) Math Kernel Library Version 2019.0.5 Product Build 20190808 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v2.1.2 (Git Hash N/A)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - NNPACK is enabled
  - CPU capability usage: AVX2
  - CUDA Runtime 11.3
  - 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 8.2.1
  - Magma 2.5.2
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.1, CXX_COMPILER=/usr/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, 

TorchVision: 0.10.0a0
OpenCV: 4.5.5
MMCV: 1.3.9
MMCV Compiler: GCC 9.3
MMCV CUDA Compiler: 11.3
MMPose: 0.24.0+1d6d589
------------------------------------------------------------

2022-07-04 08:36:59,656 - mmpose - INFO - Distributed training: True
2022-07-04 08:37:04,090 - mmpose - INFO - Config:
checkpoint_config = dict(interval=10)
log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])
log_level = 'INFO'
load_from = None
resume_from = None
dist_params = dict(backend='nccl')
workflow = [('train', 1)]
opencv_num_threads = 0
mp_start_method = 'fork'
dataset_info = dict(
    dataset_name='coco',
    paper_info=dict(
        author=
        'Lin, Tsung-Yi and Maire, Michael and Belongie, Serge and Hays, James and Perona, Pietro and Ramanan, Deva and Doll{\'a}r, Piotr and Zitnick, C Lawrence',
        title='Microsoft coco: Common objects in context',
        container='European conference on computer vision',
        year='2014',
        homepage='http://cocodataset.org/'),
    keypoint_info=dict({
        0:
        dict(name='nose', id=0, color=[51, 153, 255], type='upper', swap=''),
        1:
        dict(
            name='left_eye',
            id=1,
            color=[51, 153, 255],
            type='upper',
            swap='right_eye'),
        2:
        dict(
            name='right_eye',
            id=2,
            color=[51, 153, 255],
            type='upper',
            swap='left_eye'),
        3:
        dict(
            name='left_ear',
            id=3,
            color=[51, 153, 255],
            type='upper',
            swap='right_ear'),
        4:
        dict(
            name='right_ear',
            id=4,
            color=[51, 153, 255],
            type='upper',
            swap='left_ear'),
        5:
        dict(
            name='left_shoulder',
            id=5,
            color=[0, 255, 0],
            type='upper',
            swap='right_shoulder'),
        6:
        dict(
            name='right_shoulder',
            id=6,
            color=[255, 128, 0],
            type='upper',
            swap='left_shoulder'),
        7:
        dict(
            name='left_elbow',
            id=7,
            color=[0, 255, 0],
            type='upper',
            swap='right_elbow'),
        8:
        dict(
            name='right_elbow',
            id=8,
            color=[255, 128, 0],
            type='upper',
            swap='left_elbow'),
        9:
        dict(
            name='left_wrist',
            id=9,
            color=[0, 255, 0],
            type='upper',
            swap='right_wrist'),
        10:
        dict(
            name='right_wrist',
            id=10,
            color=[255, 128, 0],
            type='upper',
            swap='left_wrist'),
        11:
        dict(
            name='left_hip',
            id=11,
            color=[0, 255, 0],
            type='lower',
            swap='right_hip'),
        12:
        dict(
            name='right_hip',
            id=12,
            color=[255, 128, 0],
            type='lower',
            swap='left_hip'),
        13:
        dict(
            name='left_knee',
            id=13,
            color=[0, 255, 0],
            type='lower',
            swap='right_knee'),
        14:
        dict(
            name='right_knee',
            id=14,
            color=[255, 128, 0],
            type='lower',
            swap='left_knee'),
        15:
        dict(
            name='left_ankle',
            id=15,
            color=[0, 255, 0],
            type='lower',
            swap='right_ankle'),
        16:
        dict(
            name='right_ankle',
            id=16,
            color=[255, 128, 0],
            type='lower',
            swap='left_ankle')
    }),
    skeleton_info=dict({
        0:
        dict(link=('left_ankle', 'left_knee'), id=0, color=[0, 255, 0]),
        1:
        dict(link=('left_knee', 'left_hip'), id=1, color=[0, 255, 0]),
        2:
        dict(link=('right_ankle', 'right_knee'), id=2, color=[255, 128, 0]),
        3:
        dict(link=('right_knee', 'right_hip'), id=3, color=[255, 128, 0]),
        4:
        dict(link=('left_hip', 'right_hip'), id=4, color=[51, 153, 255]),
        5:
        dict(link=('left_shoulder', 'left_hip'), id=5, color=[51, 153, 255]),
        6:
        dict(link=('right_shoulder', 'right_hip'), id=6, color=[51, 153, 255]),
        7:
        dict(
            link=('left_shoulder', 'right_shoulder'),
            id=7,
            color=[51, 153, 255]),
        8:
        dict(link=('left_shoulder', 'left_elbow'), id=8, color=[0, 255, 0]),
        9:
        dict(
            link=('right_shoulder', 'right_elbow'), id=9, color=[255, 128, 0]),
        10:
        dict(link=('left_elbow', 'left_wrist'), id=10, color=[0, 255, 0]),
        11:
        dict(link=('right_elbow', 'right_wrist'), id=11, color=[255, 128, 0]),
        12:
        dict(link=('left_eye', 'right_eye'), id=12, color=[51, 153, 255]),
        13:
        dict(link=('nose', 'left_eye'), id=13, color=[51, 153, 255]),
        14:
        dict(link=('nose', 'right_eye'), id=14, color=[51, 153, 255]),
        15:
        dict(link=('left_eye', 'left_ear'), id=15, color=[51, 153, 255]),
        16:
        dict(link=('right_eye', 'right_ear'), id=16, color=[51, 153, 255]),
        17:
        dict(link=('left_ear', 'left_shoulder'), id=17, color=[51, 153, 255]),
        18:
        dict(
            link=('right_ear', 'right_shoulder'), id=18, color=[51, 153, 255])
    }),
    joint_weights=[
        1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.2, 1.2, 1.5, 1.5, 1.0, 1.0, 1.2,
        1.2, 1.5, 1.5
    ],
    sigmas=[
        0.026, 0.025, 0.025, 0.035, 0.035, 0.079, 0.079, 0.072, 0.072, 0.062,
        0.062, 0.107, 0.107, 0.087, 0.087, 0.089, 0.089
    ])
evaluation = dict(interval=10, metric='mAP', save_best='AP')
optimizer = dict(
    type='AdamW',
    lr=0.0005,
    betas=(0.9, 0.999),
    weight_decay=0.1,
    constructor='LayerDecayOptimizerConstructor',
    paramwise_cfg=dict(
        num_layers=12,
        layer_decay_rate=0.9,
        custom_keys=dict(
            bias=dict(decay_multi=0.0),
            pos_embed=dict(decay_mult=0.0),
            relative_position_bias_table=dict(decay_mult=0.0),
            norm=dict(decay_mult=0.0))))
optimizer_config = dict(grad_clip=dict(max_norm=1.0, norm_type=2))
lr_config = dict(
    policy='step',
    warmup='linear',
    warmup_iters=500,
    warmup_ratio=0.001,
    step=[170, 200])
total_epochs = 210
target_type = 'GaussianHeatmap'
channel_cfg = dict(
    num_output_channels=17,
    dataset_joints=17,
    dataset_channel=[[
        0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
    ]],
    inference_channel=[
        0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
    ])
model = dict(
    type='TopDown',
    pretrained=
    '../../MAE/output/pretrain_small_patch16_224_Epoch1600_4096/checkpoint-1599.pth',
    backbone=dict(
        type='ViTNoCLS',
        img_size=(256, 192),
        patch_size=16,
        embed_dim=384,
        depth=12,
        num_heads=12,
        ratio=1,
        use_checkpoint=False,
        mlp_ratio=4,
        qkv_bias=True,
        use_abs_pos_emb=False,
        use_rel_pos_bias=False,
        drop_path_rate=0.1,
        out_indices=[11],
        stages=4,
        last_norm=True),
    keypoint_head=dict(
        type='TopdownHeatmapSimpleHead',
        in_channels=384,
        num_deconv_layers=2,
        num_deconv_filters=(256, 256),
        num_deconv_kernels=(4, 4),
        extra=dict(final_conv_kernel=1),
        out_channels=17,
        loss_keypoint=dict(type='JointsMSELoss', use_target_weight=True)),
    train_cfg=dict(),
    test_cfg=dict(
        flip_test=True,
        post_process='default',
        shift_heatmap=False,
        target_type='GaussianHeatmap',
        modulate_kernel=11,
        use_udp=True))
data_cfg = dict(
    image_size=[192, 256],
    heatmap_size=[48, 64],
    num_output_channels=17,
    num_joints=17,
    dataset_channel=[[
        0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
    ]],
    inference_channel=[
        0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
    ],
    soft_nms=False,
    nms_thr=1.0,
    oks_thr=0.9,
    vis_thr=0.2,
    use_gt_bbox=False,
    det_bbox_thr=0.0,
    bbox_file=
    'data/coco/person_detection_results/COCO_val2017_detections_AP_H_56_person.json'
)
train_pipeline = [
    dict(type='LoadImageFromFile'),
    dict(type='TopDownRandomFlip', flip_prob=0.5),
    dict(
        type='TopDownHalfBodyTransform',
        num_joints_half_body=8,
        prob_half_body=0.3),
    dict(
        type='TopDownGetRandomScaleRotation', rot_factor=40, scale_factor=0.5),
    dict(type='TopDownAffine', use_udp=True),
    dict(type='ToTensor'),
    dict(
        type='NormalizeTensor',
        mean=[0.485, 0.456, 0.406],
        std=[0.229, 0.224, 0.225]),
    dict(
        type='TopDownGenerateTarget',
        sigma=2,
        encoding='UDP',
        target_type='GaussianHeatmap'),
    dict(
        type='Collect',
        keys=['img', 'target', 'target_weight'],
        meta_keys=[
            'image_file', 'joints_3d', 'joints_3d_visible', 'center', 'scale',
            'rotation', 'bbox_score', 'flip_pairs'
        ])
]
val_pipeline = [
    dict(type='LoadImageFromFile'),
    dict(type='TopDownAffine', use_udp=True),
    dict(type='ToTensor'),
    dict(
        type='NormalizeTensor',
        mean=[0.485, 0.456, 0.406],
        std=[0.229, 0.224, 0.225]),
    dict(
        type='Collect',
        keys=['img'],
        meta_keys=[
            'image_file', 'center', 'scale', 'rotation', 'bbox_score',
            'flip_pairs'
        ])
]
test_pipeline = [
    dict(type='LoadImageFromFile'),
    dict(type='TopDownAffine', use_udp=True),
    dict(type='ToTensor'),
    dict(
        type='NormalizeTensor',
        mean=[0.485, 0.456, 0.406],
        std=[0.229, 0.224, 0.225]),
    dict(
        type='Collect',
        keys=['img'],
        meta_keys=[
            'image_file', 'center', 'scale', 'rotation', 'bbox_score',
            'flip_pairs'
        ])
]
data_root = 'data/coco'
data = dict(
    samples_per_gpu=64,
    workers_per_gpu=4,
    val_dataloader=dict(samples_per_gpu=32),
    test_dataloader=dict(samples_per_gpu=32),
    train=dict(
        type='TopDownCocoDataset',
        ann_file='data/coco/annotations/person_keypoints_train2017.json',
        img_prefix='data/coco/train2017/',
        data_cfg=dict(
            image_size=[192, 256],
            heatmap_size=[48, 64],
            num_output_channels=17,
            num_joints=17,
            dataset_channel=[[
                0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
            ]],
            inference_channel=[
                0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
            ],
            soft_nms=False,
            nms_thr=1.0,
            oks_thr=0.9,
            vis_thr=0.2,
            use_gt_bbox=False,
            det_bbox_thr=0.0,
            bbox_file=
            'data/coco/person_detection_results/COCO_val2017_detections_AP_H_56_person.json'
        ),
        pipeline=[
            dict(type='LoadImageFromFile'),
            dict(type='TopDownRandomFlip', flip_prob=0.5),
            dict(
                type='TopDownHalfBodyTransform',
                num_joints_half_body=8,
                prob_half_body=0.3),
            dict(
                type='TopDownGetRandomScaleRotation',
                rot_factor=40,
                scale_factor=0.5),
            dict(type='TopDownAffine', use_udp=True),
            dict(type='ToTensor'),
            dict(
                type='NormalizeTensor',
                mean=[0.485, 0.456, 0.406],
                std=[0.229, 0.224, 0.225]),
            dict(
                type='TopDownGenerateTarget',
                sigma=2,
                encoding='UDP',
                target_type='GaussianHeatmap'),
            dict(
                type='Collect',
                keys=['img', 'target', 'target_weight'],
                meta_keys=[
                    'image_file', 'joints_3d', 'joints_3d_visible', 'center',
                    'scale', 'rotation', 'bbox_score', 'flip_pairs'
                ])
        ],
        dataset_info=dict(
            dataset_name='coco',
            paper_info=dict(
                author=
                'Lin, Tsung-Yi and Maire, Michael and Belongie, Serge and Hays, James and Perona, Pietro and Ramanan, Deva and Doll{\'a}r, Piotr and Zitnick, C Lawrence',
                title='Microsoft coco: Common objects in context',
                container='European conference on computer vision',
                year='2014',
                homepage='http://cocodataset.org/'),
            keypoint_info=dict({
                0:
                dict(
                    name='nose',
                    id=0,
                    color=[51, 153, 255],
                    type='upper',
                    swap=''),
                1:
                dict(
                    name='left_eye',
                    id=1,
                    color=[51, 153, 255],
                    type='upper',
                    swap='right_eye'),
                2:
                dict(
                    name='right_eye',
                    id=2,
                    color=[51, 153, 255],
                    type='upper',
                    swap='left_eye'),
                3:
                dict(
                    name='left_ear',
                    id=3,
                    color=[51, 153, 255],
                    type='upper',
                    swap='right_ear'),
                4:
                dict(
                    name='right_ear',
                    id=4,
                    color=[51, 153, 255],
                    type='upper',
                    swap='left_ear'),
                5:
                dict(
                    name='left_shoulder',
                    id=5,
                    color=[0, 255, 0],
                    type='upper',
                    swap='right_shoulder'),
                6:
                dict(
                    name='right_shoulder',
                    id=6,
                    color=[255, 128, 0],
                    type='upper',
                    swap='left_shoulder'),
                7:
                dict(
                    name='left_elbow',
                    id=7,
                    color=[0, 255, 0],
                    type='upper',
                    swap='right_elbow'),
                8:
                dict(
                    name='right_elbow',
                    id=8,
                    color=[255, 128, 0],
                    type='upper',
                    swap='left_elbow'),
                9:
                dict(
                    name='left_wrist',
                    id=9,
                    color=[0, 255, 0],
                    type='upper',
                    swap='right_wrist'),
                10:
                dict(
                    name='right_wrist',
                    id=10,
                    color=[255, 128, 0],
                    type='upper',
                    swap='left_wrist'),
                11:
                dict(
                    name='left_hip',
                    id=11,
                    color=[0, 255, 0],
                    type='lower',
                    swap='right_hip'),
                12:
                dict(
                    name='right_hip',
                    id=12,
                    color=[255, 128, 0],
                    type='lower',
                    swap='left_hip'),
                13:
                dict(
                    name='left_knee',
                    id=13,
                    color=[0, 255, 0],
                    type='lower',
                    swap='right_knee'),
                14:
                dict(
                    name='right_knee',
                    id=14,
                    color=[255, 128, 0],
                    type='lower',
                    swap='left_knee'),
                15:
                dict(
                    name='left_ankle',
                    id=15,
                    color=[0, 255, 0],
                    type='lower',
                    swap='right_ankle'),
                16:
                dict(
                    name='right_ankle',
                    id=16,
                    color=[255, 128, 0],
                    type='lower',
                    swap='left_ankle')
            }),
            skeleton_info=dict({
                0:
                dict(
                    link=('left_ankle', 'left_knee'), id=0, color=[0, 255, 0]),
                1:
                dict(link=('left_knee', 'left_hip'), id=1, color=[0, 255, 0]),
                2:
                dict(
                    link=('right_ankle', 'right_knee'),
                    id=2,
                    color=[255, 128, 0]),
                3:
                dict(
                    link=('right_knee', 'right_hip'),
                    id=3,
                    color=[255, 128, 0]),
                4:
                dict(
                    link=('left_hip', 'right_hip'), id=4, color=[51, 153,
                                                                 255]),
                5:
                dict(
                    link=('left_shoulder', 'left_hip'),
                    id=5,
                    color=[51, 153, 255]),
                6:
                dict(
                    link=('right_shoulder', 'right_hip'),
                    id=6,
                    color=[51, 153, 255]),
                7:
                dict(
                    link=('left_shoulder', 'right_shoulder'),
                    id=7,
                    color=[51, 153, 255]),
                8:
                dict(
                    link=('left_shoulder', 'left_elbow'),
                    id=8,
                    color=[0, 255, 0]),
                9:
                dict(
                    link=('right_shoulder', 'right_elbow'),
                    id=9,
                    color=[255, 128, 0]),
                10:
                dict(
                    link=('left_elbow', 'left_wrist'),
                    id=10,
                    color=[0, 255, 0]),
                11:
                dict(
                    link=('right_elbow', 'right_wrist'),
                    id=11,
                    color=[255, 128, 0]),
                12:
                dict(
                    link=('left_eye', 'right_eye'),
                    id=12,
                    color=[51, 153, 255]),
                13:
                dict(link=('nose', 'left_eye'), id=13, color=[51, 153, 255]),
                14:
                dict(link=('nose', 'right_eye'), id=14, color=[51, 153, 255]),
                15:
                dict(
                    link=('left_eye', 'left_ear'), id=15, color=[51, 153,
                                                                 255]),
                16:
                dict(
                    link=('right_eye', 'right_ear'),
                    id=16,
                    color=[51, 153, 255]),
                17:
                dict(
                    link=('left_ear', 'left_shoulder'),
                    id=17,
                    color=[51, 153, 255]),
                18:
                dict(
                    link=('right_ear', 'right_shoulder'),
                    id=18,
                    color=[51, 153, 255])
            }),
            joint_weights=[
                1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.2, 1.2, 1.5, 1.5, 1.0,
                1.0, 1.2, 1.2, 1.5, 1.5
            ],
            sigmas=[
                0.026, 0.025, 0.025, 0.035, 0.035, 0.079, 0.079, 0.072, 0.072,
                0.062, 0.062, 0.107, 0.107, 0.087, 0.087, 0.089, 0.089
            ])),
    val=dict(
        type='TopDownCocoDataset',
        ann_file='data/coco/annotations/person_keypoints_val2017.json',
        img_prefix='data/coco/val2017/',
        data_cfg=dict(
            image_size=[192, 256],
            heatmap_size=[48, 64],
            num_output_channels=17,
            num_joints=17,
            dataset_channel=[[
                0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
            ]],
            inference_channel=[
                0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
            ],
            soft_nms=False,
            nms_thr=1.0,
            oks_thr=0.9,
            vis_thr=0.2,
            use_gt_bbox=False,
            det_bbox_thr=0.0,
            bbox_file=
            'data/coco/person_detection_results/COCO_val2017_detections_AP_H_56_person.json'
        ),
        pipeline=[
            dict(type='LoadImageFromFile'),
            dict(type='TopDownAffine', use_udp=True),
            dict(type='ToTensor'),
            dict(
                type='NormalizeTensor',
                mean=[0.485, 0.456, 0.406],
                std=[0.229, 0.224, 0.225]),
            dict(
                type='Collect',
                keys=['img'],
                meta_keys=[
                    'image_file', 'center', 'scale', 'rotation', 'bbox_score',
                    'flip_pairs'
                ])
        ],
        dataset_info=dict(
            dataset_name='coco',
            paper_info=dict(
                author=
                'Lin, Tsung-Yi and Maire, Michael and Belongie, Serge and Hays, James and Perona, Pietro and Ramanan, Deva and Doll{\'a}r, Piotr and Zitnick, C Lawrence',
                title='Microsoft coco: Common objects in context',
                container='European conference on computer vision',
                year='2014',
                homepage='http://cocodataset.org/'),
            keypoint_info=dict({
                0:
                dict(
                    name='nose',
                    id=0,
                    color=[51, 153, 255],
                    type='upper',
                    swap=''),
                1:
                dict(
                    name='left_eye',
                    id=1,
                    color=[51, 153, 255],
                    type='upper',
                    swap='right_eye'),
                2:
                dict(
                    name='right_eye',
                    id=2,
                    color=[51, 153, 255],
                    type='upper',
                    swap='left_eye'),
                3:
                dict(
                    name='left_ear',
                    id=3,
                    color=[51, 153, 255],
                    type='upper',
                    swap='right_ear'),
                4:
                dict(
                    name='right_ear',
                    id=4,
                    color=[51, 153, 255],
                    type='upper',
                    swap='left_ear'),
                5:
                dict(
                    name='left_shoulder',
                    id=5,
                    color=[0, 255, 0],
                    type='upper',
                    swap='right_shoulder'),
                6:
                dict(
                    name='right_shoulder',
                    id=6,
                    color=[255, 128, 0],
                    type='upper',
                    swap='left_shoulder'),
                7:
                dict(
                    name='left_elbow',
                    id=7,
                    color=[0, 255, 0],
                    type='upper',
                    swap='right_elbow'),
                8:
                dict(
                    name='right_elbow',
                    id=8,
                    color=[255, 128, 0],
                    type='upper',
                    swap='left_elbow'),
                9:
                dict(
                    name='left_wrist',
                    id=9,
                    color=[0, 255, 0],
                    type='upper',
                    swap='right_wrist'),
                10:
                dict(
                    name='right_wrist',
                    id=10,
                    color=[255, 128, 0],
                    type='upper',
                    swap='left_wrist'),
                11:
                dict(
                    name='left_hip',
                    id=11,
                    color=[0, 255, 0],
                    type='lower',
                    swap='right_hip'),
                12:
                dict(
                    name='right_hip',
                    id=12,
                    color=[255, 128, 0],
                    type='lower',
                    swap='left_hip'),
                13:
                dict(
                    name='left_knee',
                    id=13,
                    color=[0, 255, 0],
                    type='lower',
                    swap='right_knee'),
                14:
                dict(
                    name='right_knee',
                    id=14,
                    color=[255, 128, 0],
                    type='lower',
                    swap='left_knee'),
                15:
                dict(
                    name='left_ankle',
                    id=15,
                    color=[0, 255, 0],
                    type='lower',
                    swap='right_ankle'),
                16:
                dict(
                    name='right_ankle',
                    id=16,
                    color=[255, 128, 0],
                    type='lower',
                    swap='left_ankle')
            }),
            skeleton_info=dict({
                0:
                dict(
                    link=('left_ankle', 'left_knee'), id=0, color=[0, 255, 0]),
                1:
                dict(link=('left_knee', 'left_hip'), id=1, color=[0, 255, 0]),
                2:
                dict(
                    link=('right_ankle', 'right_knee'),
                    id=2,
                    color=[255, 128, 0]),
                3:
                dict(
                    link=('right_knee', 'right_hip'),
                    id=3,
                    color=[255, 128, 0]),
                4:
                dict(
                    link=('left_hip', 'right_hip'), id=4, color=[51, 153,
                                                                 255]),
                5:
                dict(
                    link=('left_shoulder', 'left_hip'),
                    id=5,
                    color=[51, 153, 255]),
                6:
                dict(
                    link=('right_shoulder', 'right_hip'),
                    id=6,
                    color=[51, 153, 255]),
                7:
                dict(
                    link=('left_shoulder', 'right_shoulder'),
                    id=7,
                    color=[51, 153, 255]),
                8:
                dict(
                    link=('left_shoulder', 'left_elbow'),
                    id=8,
                    color=[0, 255, 0]),
                9:
                dict(
                    link=('right_shoulder', 'right_elbow'),
                    id=9,
                    color=[255, 128, 0]),
                10:
                dict(
                    link=('left_elbow', 'left_wrist'),
                    id=10,
                    color=[0, 255, 0]),
                11:
                dict(
                    link=('right_elbow', 'right_wrist'),
                    id=11,
                    color=[255, 128, 0]),
                12:
                dict(
                    link=('left_eye', 'right_eye'),
                    id=12,
                    color=[51, 153, 255]),
                13:
                dict(link=('nose', 'left_eye'), id=13, color=[51, 153, 255]),
                14:
                dict(link=('nose', 'right_eye'), id=14, color=[51, 153, 255]),
                15:
                dict(
                    link=('left_eye', 'left_ear'), id=15, color=[51, 153,
                                                                 255]),
                16:
                dict(
                    link=('right_eye', 'right_ear'),
                    id=16,
                    color=[51, 153, 255]),
                17:
                dict(
                    link=('left_ear', 'left_shoulder'),
                    id=17,
                    color=[51, 153, 255]),
                18:
                dict(
                    link=('right_ear', 'right_shoulder'),
                    id=18,
                    color=[51, 153, 255])
            }),
            joint_weights=[
                1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.2, 1.2, 1.5, 1.5, 1.0,
                1.0, 1.2, 1.2, 1.5, 1.5
            ],
            sigmas=[
                0.026, 0.025, 0.025, 0.035, 0.035, 0.079, 0.079, 0.072, 0.072,
                0.062, 0.062, 0.107, 0.107, 0.087, 0.087, 0.089, 0.089
            ])),
    test=dict(
        type='TopDownCocoDataset',
        ann_file='data/coco/annotations/person_keypoints_val2017.json',
        img_prefix='data/coco/val2017/',
        data_cfg=dict(
            image_size=[192, 256],
            heatmap_size=[48, 64],
            num_output_channels=17,
            num_joints=17,
            dataset_channel=[[
                0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
            ]],
            inference_channel=[
                0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
            ],
            soft_nms=False,
            nms_thr=1.0,
            oks_thr=0.9,
            vis_thr=0.2,
            use_gt_bbox=False,
            det_bbox_thr=0.0,
            bbox_file=
            'data/coco/person_detection_results/COCO_val2017_detections_AP_H_56_person.json'
        ),
        pipeline=[
            dict(type='LoadImageFromFile'),
            dict(type='TopDownAffine', use_udp=True),
            dict(type='ToTensor'),
            dict(
                type='NormalizeTensor',
                mean=[0.485, 0.456, 0.406],
                std=[0.229, 0.224, 0.225]),
            dict(
                type='Collect',
                keys=['img'],
                meta_keys=[
                    'image_file', 'center', 'scale', 'rotation', 'bbox_score',
                    'flip_pairs'
                ])
        ],
        dataset_info=dict(
            dataset_name='coco',
            paper_info=dict(
                author=
                'Lin, Tsung-Yi and Maire, Michael and Belongie, Serge and Hays, James and Perona, Pietro and Ramanan, Deva and Doll{\'a}r, Piotr and Zitnick, C Lawrence',
                title='Microsoft coco: Common objects in context',
                container='European conference on computer vision',
                year='2014',
                homepage='http://cocodataset.org/'),
            keypoint_info=dict({
                0:
                dict(
                    name='nose',
                    id=0,
                    color=[51, 153, 255],
                    type='upper',
                    swap=''),
                1:
                dict(
                    name='left_eye',
                    id=1,
                    color=[51, 153, 255],
                    type='upper',
                    swap='right_eye'),
                2:
                dict(
                    name='right_eye',
                    id=2,
                    color=[51, 153, 255],
                    type='upper',
                    swap='left_eye'),
                3:
                dict(
                    name='left_ear',
                    id=3,
                    color=[51, 153, 255],
                    type='upper',
                    swap='right_ear'),
                4:
                dict(
                    name='right_ear',
                    id=4,
                    color=[51, 153, 255],
                    type='upper',
                    swap='left_ear'),
                5:
                dict(
                    name='left_shoulder',
                    id=5,
                    color=[0, 255, 0],
                    type='upper',
                    swap='right_shoulder'),
                6:
                dict(
                    name='right_shoulder',
                    id=6,
                    color=[255, 128, 0],
                    type='upper',
                    swap='left_shoulder'),
                7:
                dict(
                    name='left_elbow',
                    id=7,
                    color=[0, 255, 0],
                    type='upper',
                    swap='right_elbow'),
                8:
                dict(
                    name='right_elbow',
                    id=8,
                    color=[255, 128, 0],
                    type='upper',
                    swap='left_elbow'),
                9:
                dict(
                    name='left_wrist',
                    id=9,
                    color=[0, 255, 0],
                    type='upper',
                    swap='right_wrist'),
                10:
                dict(
                    name='right_wrist',
                    id=10,
                    color=[255, 128, 0],
                    type='upper',
                    swap='left_wrist'),
                11:
                dict(
                    name='left_hip',
                    id=11,
                    color=[0, 255, 0],
                    type='lower',
                    swap='right_hip'),
                12:
                dict(
                    name='right_hip',
                    id=12,
                    color=[255, 128, 0],
                    type='lower',
                    swap='left_hip'),
                13:
                dict(
                    name='left_knee',
                    id=13,
                    color=[0, 255, 0],
                    type='lower',
                    swap='right_knee'),
                14:
                dict(
                    name='right_knee',
                    id=14,
                    color=[255, 128, 0],
                    type='lower',
                    swap='left_knee'),
                15:
                dict(
                    name='left_ankle',
                    id=15,
                    color=[0, 255, 0],
                    type='lower',
                    swap='right_ankle'),
                16:
                dict(
                    name='right_ankle',
                    id=16,
                    color=[255, 128, 0],
                    type='lower',
                    swap='left_ankle')
            }),
            skeleton_info=dict({
                0:
                dict(
                    link=('left_ankle', 'left_knee'), id=0, color=[0, 255, 0]),
                1:
                dict(link=('left_knee', 'left_hip'), id=1, color=[0, 255, 0]),
                2:
                dict(
                    link=('right_ankle', 'right_knee'),
                    id=2,
                    color=[255, 128, 0]),
                3:
                dict(
                    link=('right_knee', 'right_hip'),
                    id=3,
                    color=[255, 128, 0]),
                4:
                dict(
                    link=('left_hip', 'right_hip'), id=4, color=[51, 153,
                                                                 255]),
                5:
                dict(
                    link=('left_shoulder', 'left_hip'),
                    id=5,
                    color=[51, 153, 255]),
                6:
                dict(
                    link=('right_shoulder', 'right_hip'),
                    id=6,
                    color=[51, 153, 255]),
                7:
                dict(
                    link=('left_shoulder', 'right_shoulder'),
                    id=7,
                    color=[51, 153, 255]),
                8:
                dict(
                    link=('left_shoulder', 'left_elbow'),
                    id=8,
                    color=[0, 255, 0]),
                9:
                dict(
                    link=('right_shoulder', 'right_elbow'),
                    id=9,
                    color=[255, 128, 0]),
                10:
                dict(
                    link=('left_elbow', 'left_wrist'),
                    id=10,
                    color=[0, 255, 0]),
                11:
                dict(
                    link=('right_elbow', 'right_wrist'),
                    id=11,
                    color=[255, 128, 0]),
                12:
                dict(
                    link=('left_eye', 'right_eye'),
                    id=12,
                    color=[51, 153, 255]),
                13:
                dict(link=('nose', 'left_eye'), id=13, color=[51, 153, 255]),
                14:
                dict(link=('nose', 'right_eye'), id=14, color=[51, 153, 255]),
                15:
                dict(
                    link=('left_eye', 'left_ear'), id=15, color=[51, 153,
                                                                 255]),
                16:
                dict(
                    link=('right_eye', 'right_ear'),
                    id=16,
                    color=[51, 153, 255]),
                17:
                dict(
                    link=('left_ear', 'left_shoulder'),
                    id=17,
                    color=[51, 153, 255]),
                18:
                dict(
                    link=('right_ear', 'right_shoulder'),
                    id=18,
                    color=[51, 153, 255])
            }),
            joint_weights=[
                1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.2, 1.2, 1.5, 1.5, 1.0,
                1.0, 1.2, 1.2, 1.5, 1.5
            ],
            sigmas=[
                0.026, 0.025, 0.025, 0.035, 0.035, 0.079, 0.079, 0.072, 0.072,
                0.062, 0.062, 0.107, 0.107, 0.087, 0.087, 0.089, 0.089
            ])))
work_dir = 'work_dirs/vitNoCLS_small_coco_256x192_dpr10_ld90/'
gpu_ids = range(0, 8)

2022-07-04 08:37:04,090 - mmpose - INFO - Set random seed to 0, deterministic: False
2022-07-04 08:37:37,483 - mmpose - INFO - Start running, host: jdcv1001@DGX-133, work_dir: /datasets/users/xuyufei1/code/PoseChallenge/mmpose-vit/work_dirs/vitNoCLS_small_coco_256x192_dpr10_ld90
2022-07-04 08:37:37,483 - mmpose - INFO - Hooks will be executed in the following order:
before_run:
(VERY_HIGH   ) StepLrUpdaterHook                  
(NORMAL      ) CheckpointHook                     
(NORMAL      ) DistEvalHook                       
(VERY_LOW    ) TextLoggerHook                     
 -------------------- 
before_train_epoch:
(VERY_HIGH   ) StepLrUpdaterHook                  
(NORMAL      ) DistSamplerSeedHook                
(NORMAL      ) DistEvalHook                       
(LOW         ) IterTimerHook                      
(VERY_LOW    ) TextLoggerHook                     
 -------------------- 
before_train_iter:
(VERY_HIGH   ) StepLrUpdaterHook                  
(NORMAL      ) DistEvalHook                       
(LOW         ) IterTimerHook                      
 -------------------- 
after_train_iter:
(ABOVE_NORMAL) OptimizerHook                      
(NORMAL      ) CheckpointHook                     
(NORMAL      ) DistEvalHook                       
(LOW         ) IterTimerHook                      
(VERY_LOW    ) TextLoggerHook                     
 -------------------- 
after_train_epoch:
(NORMAL      ) CheckpointHook                     
(NORMAL      ) 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                     
 -------------------- 
2022-07-04 08:37:37,484 - mmpose - INFO - workflow: [('train', 1)], max: 210 epochs
2022-07-04 08:37:52,456 - mmpose - INFO - Epoch [1][50/293]	lr: 1.257e-05, eta: 5:06:34, time: 0.299, data_time: 0.066, memory: 9226, heatmap_loss: 0.0021, acc_pose: 0.0899, loss: 0.0021, grad_norm: 0.0061
2022-07-04 08:37:59,353 - mmpose - INFO - Epoch [1][100/293]	lr: 2.527e-05, eta: 3:43:49, time: 0.138, data_time: 0.001, memory: 9226, heatmap_loss: 0.0017, acc_pose: 0.2950, loss: 0.0017, grad_norm: 0.0033
2022-07-04 08:38:06,204 - mmpose - INFO - Epoch [1][150/293]	lr: 3.796e-05, eta: 3:15:49, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0016, acc_pose: 0.3980, loss: 0.0016, grad_norm: 0.0041
2022-07-04 08:38:13,036 - mmpose - INFO - Epoch [1][200/293]	lr: 5.066e-05, eta: 3:01:40, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0015, acc_pose: 0.4457, loss: 0.0015, grad_norm: 0.0042
2022-07-04 08:38:19,901 - mmpose - INFO - Epoch [1][250/293]	lr: 6.336e-05, eta: 2:53:15, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0014, acc_pose: 0.4756, loss: 0.0014, grad_norm: 0.0042
2022-07-04 08:38:35,520 - mmpose - INFO - Epoch [2][50/293]	lr: 8.697e-05, eta: 2:35:00, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0013, acc_pose: 0.5154, loss: 0.0013, grad_norm: 0.0042
2022-07-04 08:38:42,327 - mmpose - INFO - Epoch [2][100/293]	lr: 9.967e-05, eta: 2:32:49, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0013, acc_pose: 0.5419, loss: 0.0013, grad_norm: 0.0036
2022-07-04 08:38:49,108 - mmpose - INFO - Epoch [2][150/293]	lr: 1.124e-04, eta: 2:31:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0013, acc_pose: 0.5420, loss: 0.0013, grad_norm: 0.0035
2022-07-04 08:38:55,889 - mmpose - INFO - Epoch [2][200/293]	lr: 1.251e-04, eta: 2:29:35, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0012, acc_pose: 0.5488, loss: 0.0012, grad_norm: 0.0039
2022-07-04 08:39:02,646 - mmpose - INFO - Epoch [2][250/293]	lr: 1.271e-04, eta: 2:28:22, time: 0.135, data_time: 0.001, memory: 9226, heatmap_loss: 0.0012, acc_pose: 0.5640, loss: 0.0012, grad_norm: 0.0033
2022-07-04 08:39:18,201 - mmpose - INFO - Epoch [3][50/293]	lr: 1.271e-04, eta: 2:21:56, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0012, acc_pose: 0.5842, loss: 0.0012, grad_norm: 0.0031
2022-07-04 08:39:25,121 - mmpose - INFO - Epoch [3][100/293]	lr: 1.271e-04, eta: 2:21:42, time: 0.138, data_time: 0.000, memory: 9226, heatmap_loss: 0.0012, acc_pose: 0.5849, loss: 0.0012, grad_norm: 0.0030
2022-07-04 08:39:32,034 - mmpose - INFO - Epoch [3][150/293]	lr: 1.271e-04, eta: 2:21:29, time: 0.138, data_time: 0.000, memory: 9226, heatmap_loss: 0.0011, acc_pose: 0.5915, loss: 0.0011, grad_norm: 0.0029
2022-07-04 08:39:38,943 - mmpose - INFO - Epoch [3][200/293]	lr: 1.271e-04, eta: 2:21:16, time: 0.138, data_time: 0.000, memory: 9226, heatmap_loss: 0.0011, acc_pose: 0.5978, loss: 0.0011, grad_norm: 0.0028
2022-07-04 08:39:45,761 - mmpose - INFO - Epoch [3][250/293]	lr: 1.271e-04, eta: 2:20:58, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0011, acc_pose: 0.6014, loss: 0.0011, grad_norm: 0.0027
2022-07-04 08:40:01,349 - mmpose - INFO - Epoch [4][50/293]	lr: 1.271e-04, eta: 2:17:13, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0011, acc_pose: 0.6211, loss: 0.0011, grad_norm: 0.0028
2022-07-04 08:40:08,152 - mmpose - INFO - Epoch [4][100/293]	lr: 1.271e-04, eta: 2:17:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0011, acc_pose: 0.6180, loss: 0.0011, grad_norm: 0.0029
2022-07-04 08:40:14,952 - mmpose - INFO - Epoch [4][150/293]	lr: 1.271e-04, eta: 2:17:00, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0011, acc_pose: 0.6271, loss: 0.0011, grad_norm: 0.0028
2022-07-04 08:40:21,736 - mmpose - INFO - Epoch [4][200/293]	lr: 1.271e-04, eta: 2:16:53, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0011, acc_pose: 0.6262, loss: 0.0011, grad_norm: 0.0029
2022-07-04 08:40:28,526 - mmpose - INFO - Epoch [4][250/293]	lr: 1.271e-04, eta: 2:16:46, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0011, acc_pose: 0.6285, loss: 0.0011, grad_norm: 0.0029
2022-07-04 08:40:44,134 - mmpose - INFO - Epoch [5][50/293]	lr: 1.271e-04, eta: 2:14:09, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6404, loss: 0.0010, grad_norm: 0.0028
2022-07-04 08:40:50,971 - mmpose - INFO - Epoch [5][100/293]	lr: 1.271e-04, eta: 2:14:10, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6298, loss: 0.0010, grad_norm: 0.0031
2022-07-04 08:40:57,811 - mmpose - INFO - Epoch [5][150/293]	lr: 1.271e-04, eta: 2:14:11, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6359, loss: 0.0010, grad_norm: 0.0027
2022-07-04 08:41:04,634 - mmpose - INFO - Epoch [5][200/293]	lr: 1.271e-04, eta: 2:14:10, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6436, loss: 0.0010, grad_norm: 0.0027
2022-07-04 08:41:11,474 - mmpose - INFO - Epoch [5][250/293]	lr: 1.271e-04, eta: 2:14:10, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6453, loss: 0.0010, grad_norm: 0.0028
2022-07-04 08:41:27,221 - mmpose - INFO - Epoch [6][50/293]	lr: 1.271e-04, eta: 2:12:14, time: 0.197, data_time: 0.055, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6503, loss: 0.0010, grad_norm: 0.0026
2022-07-04 08:41:34,066 - mmpose - INFO - Epoch [6][100/293]	lr: 1.271e-04, eta: 2:12:16, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6441, loss: 0.0010, grad_norm: 0.0027
2022-07-04 08:41:40,907 - mmpose - INFO - Epoch [6][150/293]	lr: 1.271e-04, eta: 2:12:18, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6491, loss: 0.0010, grad_norm: 0.0027
2022-07-04 08:41:47,779 - mmpose - INFO - Epoch [6][200/293]	lr: 1.271e-04, eta: 2:12:20, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6532, loss: 0.0010, grad_norm: 0.0030
2022-07-04 08:41:54,562 - mmpose - INFO - Epoch [6][250/293]	lr: 1.271e-04, eta: 2:12:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6574, loss: 0.0010, grad_norm: 0.0031
2022-07-04 08:42:10,121 - mmpose - INFO - Epoch [7][50/293]	lr: 1.271e-04, eta: 2:10:39, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6570, loss: 0.0010, grad_norm: 0.0025
2022-07-04 08:42:16,982 - mmpose - INFO - Epoch [7][100/293]	lr: 1.271e-04, eta: 2:10:42, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6570, loss: 0.0010, grad_norm: 0.0024
2022-07-04 08:42:23,796 - mmpose - INFO - Epoch [7][150/293]	lr: 1.271e-04, eta: 2:10:43, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6577, loss: 0.0010, grad_norm: 0.0025
2022-07-04 08:42:30,632 - mmpose - INFO - Epoch [7][200/293]	lr: 1.271e-04, eta: 2:10:44, time: 0.137, data_time: 0.001, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6591, loss: 0.0010, grad_norm: 0.0025
2022-07-04 08:42:37,429 - mmpose - INFO - Epoch [7][250/293]	lr: 1.271e-04, eta: 2:10:44, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6630, loss: 0.0010, grad_norm: 0.0031
2022-07-04 08:42:53,112 - mmpose - INFO - Epoch [8][50/293]	lr: 1.271e-04, eta: 2:09:22, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6685, loss: 0.0010, grad_norm: 0.0027
2022-07-04 08:42:59,929 - mmpose - INFO - Epoch [8][100/293]	lr: 1.271e-04, eta: 2:09:23, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6708, loss: 0.0010, grad_norm: 0.0025
2022-07-04 08:43:06,734 - mmpose - INFO - Epoch [8][150/293]	lr: 1.271e-04, eta: 2:09:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6650, loss: 0.0010, grad_norm: 0.0026
2022-07-04 08:43:13,527 - mmpose - INFO - Epoch [8][200/293]	lr: 1.271e-04, eta: 2:09:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6730, loss: 0.0010, grad_norm: 0.0024
2022-07-04 08:43:20,346 - mmpose - INFO - Epoch [8][250/293]	lr: 1.271e-04, eta: 2:09:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0010, acc_pose: 0.6642, loss: 0.0010, grad_norm: 0.0029
2022-07-04 08:43:35,976 - mmpose - INFO - Epoch [9][50/293]	lr: 1.271e-04, eta: 2:08:12, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6763, loss: 0.0009, grad_norm: 0.0024
2022-07-04 08:43:42,785 - mmpose - INFO - Epoch [9][100/293]	lr: 1.271e-04, eta: 2:08:13, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6787, loss: 0.0009, grad_norm: 0.0027
2022-07-04 08:43:49,565 - mmpose - INFO - Epoch [9][150/293]	lr: 1.271e-04, eta: 2:08:13, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6802, loss: 0.0009, grad_norm: 0.0026
2022-07-04 08:43:56,394 - mmpose - INFO - Epoch [9][200/293]	lr: 1.271e-04, eta: 2:08:13, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6753, loss: 0.0009, grad_norm: 0.0026
2022-07-04 08:44:03,193 - mmpose - INFO - Epoch [9][250/293]	lr: 1.271e-04, eta: 2:08:13, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6811, loss: 0.0009, grad_norm: 0.0028
2022-07-04 08:44:18,713 - mmpose - INFO - Epoch [10][50/293]	lr: 1.271e-04, eta: 2:07:06, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6889, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:44:25,513 - mmpose - INFO - Epoch [10][100/293]	lr: 1.271e-04, eta: 2:07:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6716, loss: 0.0009, grad_norm: 0.0026
2022-07-04 08:44:32,308 - mmpose - INFO - Epoch [10][150/293]	lr: 1.271e-04, eta: 2:07:06, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6823, loss: 0.0009, grad_norm: 0.0027
2022-07-04 08:44:39,079 - mmpose - INFO - Epoch [10][200/293]	lr: 1.271e-04, eta: 2:07:06, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6802, loss: 0.0009, grad_norm: 0.0024
2022-07-04 08:44:45,841 - mmpose - INFO - Epoch [10][250/293]	lr: 1.271e-04, eta: 2:07:05, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6939, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:44:51,680 - mmpose - INFO - Saving checkpoint at 10 epochs
2022-07-04 08:46:12,828 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_10.pth.
2022-07-04 08:46:12,828 - mmpose - INFO - Best AP is 0.6116 at 10 epoch.
2022-07-04 08:46:12,836 - mmpose - INFO - Epoch(val) [10][407]	AP: 0.6116, AP .5: 0.8563, AP .75: 0.6757, AP (M): 0.5406, AP (L): 0.6294, AR: 0.6767, AR .5: 0.9021, AR .75: 0.7382, AR (M): 0.6346, AR (L): 0.7368
2022-07-04 08:46:22,422 - mmpose - INFO - Epoch [11][50/293]	lr: 1.271e-04, eta: 2:06:03, time: 0.192, data_time: 0.055, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6882, loss: 0.0009, grad_norm: 0.0024
2022-07-04 08:46:29,245 - mmpose - INFO - Epoch [11][100/293]	lr: 1.271e-04, eta: 2:06:04, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6847, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:46:36,027 - mmpose - INFO - Epoch [11][150/293]	lr: 1.271e-04, eta: 2:06:03, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6847, loss: 0.0009, grad_norm: 0.0020
2022-07-04 08:46:42,834 - mmpose - INFO - Epoch [11][200/293]	lr: 1.271e-04, eta: 2:06:03, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6827, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:46:49,591 - mmpose - INFO - Epoch [11][250/293]	lr: 1.271e-04, eta: 2:06:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6931, loss: 0.0009, grad_norm: 0.0026
2022-07-04 08:47:05,141 - mmpose - INFO - Epoch [12][50/293]	lr: 1.271e-04, eta: 2:05:08, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6912, loss: 0.0009, grad_norm: 0.0027
2022-07-04 08:47:11,938 - mmpose - INFO - Epoch [12][100/293]	lr: 1.271e-04, eta: 2:05:08, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6941, loss: 0.0009, grad_norm: 0.0026
2022-07-04 08:47:18,725 - mmpose - INFO - Epoch [12][150/293]	lr: 1.271e-04, eta: 2:05:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6890, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:47:25,473 - mmpose - INFO - Epoch [12][200/293]	lr: 1.271e-04, eta: 2:05:06, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6847, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:47:32,234 - mmpose - INFO - Epoch [12][250/293]	lr: 1.271e-04, eta: 2:05:04, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6907, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:47:47,782 - mmpose - INFO - Epoch [13][50/293]	lr: 1.271e-04, eta: 2:04:15, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6957, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:47:54,564 - mmpose - INFO - Epoch [13][100/293]	lr: 1.271e-04, eta: 2:04:14, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6981, loss: 0.0009, grad_norm: 0.0022
2022-07-04 08:48:01,336 - mmpose - INFO - Epoch [13][150/293]	lr: 1.271e-04, eta: 2:04:13, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6976, loss: 0.0009, grad_norm: 0.0023
2022-07-04 08:48:08,107 - mmpose - INFO - Epoch [13][200/293]	lr: 1.271e-04, eta: 2:04:11, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6956, loss: 0.0009, grad_norm: 0.0026
2022-07-04 08:48:14,855 - mmpose - INFO - Epoch [13][250/293]	lr: 1.271e-04, eta: 2:04:10, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7025, loss: 0.0009, grad_norm: 0.0023
2022-07-04 08:48:30,419 - mmpose - INFO - Epoch [14][50/293]	lr: 1.271e-04, eta: 2:03:23, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7019, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:48:37,196 - mmpose - INFO - Epoch [14][100/293]	lr: 1.271e-04, eta: 2:03:22, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7065, loss: 0.0009, grad_norm: 0.0026
2022-07-04 08:48:43,972 - mmpose - INFO - Epoch [14][150/293]	lr: 1.271e-04, eta: 2:03:21, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6975, loss: 0.0009, grad_norm: 0.0023
2022-07-04 08:48:50,745 - mmpose - INFO - Epoch [14][200/293]	lr: 1.271e-04, eta: 2:03:19, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6984, loss: 0.0009, grad_norm: 0.0023
2022-07-04 08:48:57,513 - mmpose - INFO - Epoch [14][250/293]	lr: 1.271e-04, eta: 2:03:18, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7085, loss: 0.0009, grad_norm: 0.0021
2022-07-04 08:49:13,060 - mmpose - INFO - Epoch [15][50/293]	lr: 1.271e-04, eta: 2:02:35, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7001, loss: 0.0009, grad_norm: 0.0023
2022-07-04 08:49:19,846 - mmpose - INFO - Epoch [15][100/293]	lr: 1.271e-04, eta: 2:02:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7011, loss: 0.0009, grad_norm: 0.0024
2022-07-04 08:49:26,647 - mmpose - INFO - Epoch [15][150/293]	lr: 1.271e-04, eta: 2:02:32, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6952, loss: 0.0009, grad_norm: 0.0026
2022-07-04 08:49:33,416 - mmpose - INFO - Epoch [15][200/293]	lr: 1.271e-04, eta: 2:02:30, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7095, loss: 0.0009, grad_norm: 0.0027
2022-07-04 08:49:40,193 - mmpose - INFO - Epoch [15][250/293]	lr: 1.271e-04, eta: 2:02:28, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.6991, loss: 0.0009, grad_norm: 0.0021
2022-07-04 08:49:55,797 - mmpose - INFO - Epoch [16][50/293]	lr: 1.271e-04, eta: 2:01:48, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7085, loss: 0.0009, grad_norm: 0.0023
2022-07-04 08:50:02,595 - mmpose - INFO - Epoch [16][100/293]	lr: 1.271e-04, eta: 2:01:47, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7089, loss: 0.0009, grad_norm: 0.0023
2022-07-04 08:50:09,390 - mmpose - INFO - Epoch [16][150/293]	lr: 1.271e-04, eta: 2:01:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7125, loss: 0.0009, grad_norm: 0.0024
2022-07-04 08:50:16,162 - mmpose - INFO - Epoch [16][200/293]	lr: 1.271e-04, eta: 2:01:44, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7073, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:50:22,953 - mmpose - INFO - Epoch [16][250/293]	lr: 1.271e-04, eta: 2:01:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7086, loss: 0.0009, grad_norm: 0.0026
2022-07-04 08:50:38,533 - mmpose - INFO - Epoch [17][50/293]	lr: 1.271e-04, eta: 2:01:03, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7081, loss: 0.0009, grad_norm: 0.0023
2022-07-04 08:50:45,317 - mmpose - INFO - Epoch [17][100/293]	lr: 1.271e-04, eta: 2:01:02, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7068, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:50:52,096 - mmpose - INFO - Epoch [17][150/293]	lr: 1.271e-04, eta: 2:01:00, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7074, loss: 0.0009, grad_norm: 0.0022
2022-07-04 08:50:58,882 - mmpose - INFO - Epoch [17][200/293]	lr: 1.271e-04, eta: 2:00:58, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7110, loss: 0.0009, grad_norm: 0.0024
2022-07-04 08:51:05,683 - mmpose - INFO - Epoch [17][250/293]	lr: 1.271e-04, eta: 2:00:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7169, loss: 0.0009, grad_norm: 0.0019
2022-07-04 08:51:21,276 - mmpose - INFO - Epoch [18][50/293]	lr: 1.271e-04, eta: 2:00:19, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7146, loss: 0.0009, grad_norm: 0.0020
2022-07-04 08:51:28,071 - mmpose - INFO - Epoch [18][100/293]	lr: 1.271e-04, eta: 2:00:17, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7154, loss: 0.0009, grad_norm: 0.0021
2022-07-04 08:51:34,859 - mmpose - INFO - Epoch [18][150/293]	lr: 1.271e-04, eta: 2:00:15, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7164, loss: 0.0009, grad_norm: 0.0027
2022-07-04 08:51:41,640 - mmpose - INFO - Epoch [18][200/293]	lr: 1.271e-04, eta: 2:00:13, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7208, loss: 0.0008, grad_norm: 0.0023
2022-07-04 08:51:48,402 - mmpose - INFO - Epoch [18][250/293]	lr: 1.271e-04, eta: 2:00:11, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7159, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:52:03,896 - mmpose - INFO - Epoch [19][50/293]	lr: 1.271e-04, eta: 1:59:35, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7134, loss: 0.0009, grad_norm: 0.0024
2022-07-04 08:52:10,726 - mmpose - INFO - Epoch [19][100/293]	lr: 1.271e-04, eta: 1:59:33, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7136, loss: 0.0009, grad_norm: 0.0022
2022-07-04 08:52:17,507 - mmpose - INFO - Epoch [19][150/293]	lr: 1.271e-04, eta: 1:59:31, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7062, loss: 0.0009, grad_norm: 0.0023
2022-07-04 08:52:24,290 - mmpose - INFO - Epoch [19][200/293]	lr: 1.271e-04, eta: 1:59:29, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7172, loss: 0.0008, grad_norm: 0.0024
2022-07-04 08:52:31,042 - mmpose - INFO - Epoch [19][250/293]	lr: 1.271e-04, eta: 1:59:26, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7210, loss: 0.0008, grad_norm: 0.0022
2022-07-04 08:52:46,664 - mmpose - INFO - Epoch [20][50/293]	lr: 1.271e-04, eta: 1:58:53, time: 0.196, data_time: 0.056, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7219, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:52:53,458 - mmpose - INFO - Epoch [20][100/293]	lr: 1.271e-04, eta: 1:58:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7184, loss: 0.0008, grad_norm: 0.0021
2022-07-04 08:53:00,260 - mmpose - INFO - Epoch [20][150/293]	lr: 1.271e-04, eta: 1:58:48, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7119, loss: 0.0008, grad_norm: 0.0024
2022-07-04 08:53:07,040 - mmpose - INFO - Epoch [20][200/293]	lr: 1.271e-04, eta: 1:58:46, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0009, acc_pose: 0.7202, loss: 0.0009, grad_norm: 0.0025
2022-07-04 08:53:13,835 - mmpose - INFO - Epoch [20][250/293]	lr: 1.271e-04, eta: 1:58:43, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7210, loss: 0.0008, grad_norm: 0.0022
2022-07-04 08:53:19,679 - mmpose - INFO - Saving checkpoint at 20 epochs
2022-07-04 08:54:40,583 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_20.pth.
2022-07-04 08:54:40,583 - mmpose - INFO - Best AP is 0.6512 at 20 epoch.
2022-07-04 08:54:40,593 - mmpose - INFO - Epoch(val) [20][407]	AP: 0.6512, AP .5: 0.8694, AP .75: 0.7249, AP (M): 0.5823, AP (L): 0.6671, AR: 0.7137, AR .5: 0.9147, AR .75: 0.7815, AR (M): 0.6722, AR (L): 0.7726
2022-07-04 08:54:50,158 - mmpose - INFO - Epoch [21][50/293]	lr: 1.271e-04, eta: 1:58:10, time: 0.191, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7177, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:54:56,978 - mmpose - INFO - Epoch [21][100/293]	lr: 1.271e-04, eta: 1:58:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7264, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:55:03,745 - mmpose - INFO - Epoch [21][150/293]	lr: 1.271e-04, eta: 1:58:05, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7195, loss: 0.0008, grad_norm: 0.0019
2022-07-04 08:55:10,496 - mmpose - INFO - Epoch [21][200/293]	lr: 1.271e-04, eta: 1:58:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7223, loss: 0.0008, grad_norm: 0.0023
2022-07-04 08:55:17,268 - mmpose - INFO - Epoch [21][250/293]	lr: 1.271e-04, eta: 1:57:59, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7238, loss: 0.0008, grad_norm: 0.0021
2022-07-04 08:55:32,831 - mmpose - INFO - Epoch [22][50/293]	lr: 1.271e-04, eta: 1:57:27, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7275, loss: 0.0008, grad_norm: 0.0021
2022-07-04 08:55:39,632 - mmpose - INFO - Epoch [22][100/293]	lr: 1.271e-04, eta: 1:57:25, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7180, loss: 0.0008, grad_norm: 0.0023
2022-07-04 08:55:46,411 - mmpose - INFO - Epoch [22][150/293]	lr: 1.271e-04, eta: 1:57:22, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7201, loss: 0.0008, grad_norm: 0.0021
2022-07-04 08:55:53,177 - mmpose - INFO - Epoch [22][200/293]	lr: 1.271e-04, eta: 1:57:19, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7298, loss: 0.0008, grad_norm: 0.0026
2022-07-04 08:55:59,942 - mmpose - INFO - Epoch [22][250/293]	lr: 1.271e-04, eta: 1:57:16, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7282, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:56:15,475 - mmpose - INFO - Epoch [23][50/293]	lr: 1.271e-04, eta: 1:56:46, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7243, loss: 0.0008, grad_norm: 0.0025
2022-07-04 08:56:22,308 - mmpose - INFO - Epoch [23][100/293]	lr: 1.271e-04, eta: 1:56:43, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7226, loss: 0.0008, grad_norm: 0.0019
2022-07-04 08:56:29,100 - mmpose - INFO - Epoch [23][150/293]	lr: 1.271e-04, eta: 1:56:40, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7266, loss: 0.0008, grad_norm: 0.0019
2022-07-04 08:56:35,853 - mmpose - INFO - Epoch [23][200/293]	lr: 1.271e-04, eta: 1:56:37, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7339, loss: 0.0008, grad_norm: 0.0023
2022-07-04 08:56:42,627 - mmpose - INFO - Epoch [23][250/293]	lr: 1.271e-04, eta: 1:56:34, time: 0.135, data_time: 0.001, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7248, loss: 0.0008, grad_norm: 0.0021
2022-07-04 08:56:58,151 - mmpose - INFO - Epoch [24][50/293]	lr: 1.271e-04, eta: 1:56:04, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7283, loss: 0.0008, grad_norm: 0.0023
2022-07-04 08:57:04,954 - mmpose - INFO - Epoch [24][100/293]	lr: 1.271e-04, eta: 1:56:02, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7350, loss: 0.0008, grad_norm: 0.0023
2022-07-04 08:57:11,757 - mmpose - INFO - Epoch [24][150/293]	lr: 1.271e-04, eta: 1:55:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7274, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:57:18,531 - mmpose - INFO - Epoch [24][200/293]	lr: 1.271e-04, eta: 1:55:56, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7247, loss: 0.0008, grad_norm: 0.0019
2022-07-04 08:57:25,278 - mmpose - INFO - Epoch [24][250/293]	lr: 1.271e-04, eta: 1:55:52, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7298, loss: 0.0008, grad_norm: 0.0021
2022-07-04 08:57:40,857 - mmpose - INFO - Epoch [25][50/293]	lr: 1.271e-04, eta: 1:55:24, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7340, loss: 0.0008, grad_norm: 0.0019
2022-07-04 08:57:47,685 - mmpose - INFO - Epoch [25][100/293]	lr: 1.271e-04, eta: 1:55:21, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7273, loss: 0.0008, grad_norm: 0.0022
2022-07-04 08:57:54,469 - mmpose - INFO - Epoch [25][150/293]	lr: 1.271e-04, eta: 1:55:18, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7222, loss: 0.0008, grad_norm: 0.0019
2022-07-04 08:58:01,251 - mmpose - INFO - Epoch [25][200/293]	lr: 1.271e-04, eta: 1:55:15, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7201, loss: 0.0008, grad_norm: 0.0022
2022-07-04 08:58:08,011 - mmpose - INFO - Epoch [25][250/293]	lr: 1.271e-04, eta: 1:55:12, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7304, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:58:23,644 - mmpose - INFO - Epoch [26][50/293]	lr: 1.271e-04, eta: 1:54:45, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7332, loss: 0.0008, grad_norm: 0.0018
2022-07-04 08:58:30,435 - mmpose - INFO - Epoch [26][100/293]	lr: 1.271e-04, eta: 1:54:41, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7302, loss: 0.0008, grad_norm: 0.0023
2022-07-04 08:58:37,218 - mmpose - INFO - Epoch [26][150/293]	lr: 1.271e-04, eta: 1:54:38, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7261, loss: 0.0008, grad_norm: 0.0021
2022-07-04 08:58:43,982 - mmpose - INFO - Epoch [26][200/293]	lr: 1.271e-04, eta: 1:54:35, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7263, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:58:50,766 - mmpose - INFO - Epoch [26][250/293]	lr: 1.271e-04, eta: 1:54:31, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7330, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:59:06,281 - mmpose - INFO - Epoch [27][50/293]	lr: 1.271e-04, eta: 1:54:04, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7329, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:59:13,070 - mmpose - INFO - Epoch [27][100/293]	lr: 1.271e-04, eta: 1:54:01, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7396, loss: 0.0008, grad_norm: 0.0020
2022-07-04 08:59:19,844 - mmpose - INFO - Epoch [27][150/293]	lr: 1.271e-04, eta: 1:53:57, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7290, loss: 0.0008, grad_norm: 0.0018
2022-07-04 08:59:26,627 - mmpose - INFO - Epoch [27][200/293]	lr: 1.271e-04, eta: 1:53:54, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7387, loss: 0.0008, grad_norm: 0.0022
2022-07-04 08:59:33,382 - mmpose - INFO - Epoch [27][250/293]	lr: 1.271e-04, eta: 1:53:50, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7278, loss: 0.0008, grad_norm: 0.0021
2022-07-04 08:59:48,959 - mmpose - INFO - Epoch [28][50/293]	lr: 1.271e-04, eta: 1:53:24, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7413, loss: 0.0008, grad_norm: 0.0021
2022-07-04 08:59:55,746 - mmpose - INFO - Epoch [28][100/293]	lr: 1.271e-04, eta: 1:53:21, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7343, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:00:02,552 - mmpose - INFO - Epoch [28][150/293]	lr: 1.271e-04, eta: 1:53:18, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7326, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:00:09,325 - mmpose - INFO - Epoch [28][200/293]	lr: 1.271e-04, eta: 1:53:14, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7367, loss: 0.0008, grad_norm: 0.0020
2022-07-04 09:00:16,076 - mmpose - INFO - Epoch [28][250/293]	lr: 1.271e-04, eta: 1:53:10, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7362, loss: 0.0008, grad_norm: 0.0022
2022-07-04 09:00:31,684 - mmpose - INFO - Epoch [29][50/293]	lr: 1.271e-04, eta: 1:52:45, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7432, loss: 0.0008, grad_norm: 0.0022
2022-07-04 09:00:38,498 - mmpose - INFO - Epoch [29][100/293]	lr: 1.271e-04, eta: 1:52:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7322, loss: 0.0008, grad_norm: 0.0021
2022-07-04 09:00:45,278 - mmpose - INFO - Epoch [29][150/293]	lr: 1.271e-04, eta: 1:52:38, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7310, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:00:52,041 - mmpose - INFO - Epoch [29][200/293]	lr: 1.271e-04, eta: 1:52:34, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7392, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:00:58,791 - mmpose - INFO - Epoch [29][250/293]	lr: 1.271e-04, eta: 1:52:30, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7357, loss: 0.0008, grad_norm: 0.0020
2022-07-04 09:01:14,335 - mmpose - INFO - Epoch [30][50/293]	lr: 1.271e-04, eta: 1:52:05, time: 0.194, data_time: 0.056, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7332, loss: 0.0008, grad_norm: 0.0022
2022-07-04 09:01:21,118 - mmpose - INFO - Epoch [30][100/293]	lr: 1.271e-04, eta: 1:52:02, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7404, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:01:27,887 - mmpose - INFO - Epoch [30][150/293]	lr: 1.271e-04, eta: 1:51:58, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7386, loss: 0.0008, grad_norm: 0.0021
2022-07-04 09:01:34,659 - mmpose - INFO - Epoch [30][200/293]	lr: 1.271e-04, eta: 1:51:54, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7378, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:01:41,450 - mmpose - INFO - Epoch [30][250/293]	lr: 1.271e-04, eta: 1:51:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7384, loss: 0.0008, grad_norm: 0.0021
2022-07-04 09:01:47,268 - mmpose - INFO - Saving checkpoint at 30 epochs
2022-07-04 09:03:07,597 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_30.pth.
2022-07-04 09:03:07,597 - mmpose - INFO - Best AP is 0.6626 at 30 epoch.
2022-07-04 09:03:07,606 - mmpose - INFO - Epoch(val) [30][407]	AP: 0.6626, AP .5: 0.8763, AP .75: 0.7368, AP (M): 0.5907, AP (L): 0.6838, AR: 0.7245, AR .5: 0.9205, AR .75: 0.7917, AR (M): 0.6807, AR (L): 0.7876
2022-07-04 09:03:17,163 - mmpose - INFO - Epoch [31][50/293]	lr: 1.271e-04, eta: 1:51:25, time: 0.191, data_time: 0.054, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7408, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:03:23,945 - mmpose - INFO - Epoch [31][100/293]	lr: 1.271e-04, eta: 1:51:21, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7366, loss: 0.0008, grad_norm: 0.0020
2022-07-04 09:03:30,725 - mmpose - INFO - Epoch [31][150/293]	lr: 1.271e-04, eta: 1:51:18, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7361, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:03:37,484 - mmpose - INFO - Epoch [31][200/293]	lr: 1.271e-04, eta: 1:51:14, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7424, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:03:44,255 - mmpose - INFO - Epoch [31][250/293]	lr: 1.271e-04, eta: 1:51:10, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7498, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:03:59,865 - mmpose - INFO - Epoch [32][50/293]	lr: 1.271e-04, eta: 1:50:46, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7429, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:04:06,656 - mmpose - INFO - Epoch [32][100/293]	lr: 1.271e-04, eta: 1:50:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7433, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:04:13,426 - mmpose - INFO - Epoch [32][150/293]	lr: 1.271e-04, eta: 1:50:38, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7376, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:04:20,181 - mmpose - INFO - Epoch [32][200/293]	lr: 1.271e-04, eta: 1:50:34, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7441, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:04:26,942 - mmpose - INFO - Epoch [32][250/293]	lr: 1.271e-04, eta: 1:50:30, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7472, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:04:42,476 - mmpose - INFO - Epoch [33][50/293]	lr: 1.271e-04, eta: 1:50:07, time: 0.194, data_time: 0.056, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7463, loss: 0.0008, grad_norm: 0.0023
2022-07-04 09:04:49,274 - mmpose - INFO - Epoch [33][100/293]	lr: 1.271e-04, eta: 1:50:03, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7394, loss: 0.0008, grad_norm: 0.0021
2022-07-04 09:04:56,054 - mmpose - INFO - Epoch [33][150/293]	lr: 1.271e-04, eta: 1:49:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7508, loss: 0.0008, grad_norm: 0.0021
2022-07-04 09:05:02,815 - mmpose - INFO - Epoch [33][200/293]	lr: 1.271e-04, eta: 1:49:55, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7400, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:05:09,572 - mmpose - INFO - Epoch [33][250/293]	lr: 1.271e-04, eta: 1:49:51, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7539, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:05:25,130 - mmpose - INFO - Epoch [34][50/293]	lr: 1.271e-04, eta: 1:49:28, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7459, loss: 0.0008, grad_norm: 0.0021
2022-07-04 09:05:31,925 - mmpose - INFO - Epoch [34][100/293]	lr: 1.271e-04, eta: 1:49:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7383, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:05:38,693 - mmpose - INFO - Epoch [34][150/293]	lr: 1.271e-04, eta: 1:49:20, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7401, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:05:45,451 - mmpose - INFO - Epoch [34][200/293]	lr: 1.271e-04, eta: 1:49:15, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7459, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:05:52,206 - mmpose - INFO - Epoch [34][250/293]	lr: 1.271e-04, eta: 1:49:11, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7462, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:06:07,733 - mmpose - INFO - Epoch [35][50/293]	lr: 1.271e-04, eta: 1:48:49, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7468, loss: 0.0008, grad_norm: 0.0021
2022-07-04 09:06:14,545 - mmpose - INFO - Epoch [35][100/293]	lr: 1.271e-04, eta: 1:48:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7452, loss: 0.0008, grad_norm: 0.0020
2022-07-04 09:06:21,315 - mmpose - INFO - Epoch [35][150/293]	lr: 1.271e-04, eta: 1:48:41, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7433, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:06:28,080 - mmpose - INFO - Epoch [35][200/293]	lr: 1.271e-04, eta: 1:48:36, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7538, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:06:34,859 - mmpose - INFO - Epoch [35][250/293]	lr: 1.271e-04, eta: 1:48:32, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7508, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:06:50,466 - mmpose - INFO - Epoch [36][50/293]	lr: 1.271e-04, eta: 1:48:10, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7423, loss: 0.0008, grad_norm: 0.0020
2022-07-04 09:06:57,263 - mmpose - INFO - Epoch [36][100/293]	lr: 1.271e-04, eta: 1:48:06, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7462, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:07:04,034 - mmpose - INFO - Epoch [36][150/293]	lr: 1.271e-04, eta: 1:48:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7452, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:07:10,820 - mmpose - INFO - Epoch [36][200/293]	lr: 1.271e-04, eta: 1:47:58, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7510, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:07:17,585 - mmpose - INFO - Epoch [36][250/293]	lr: 1.271e-04, eta: 1:47:54, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7439, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:07:33,198 - mmpose - INFO - Epoch [37][50/293]	lr: 1.271e-04, eta: 1:47:32, time: 0.196, data_time: 0.054, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7465, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:07:39,986 - mmpose - INFO - Epoch [37][100/293]	lr: 1.271e-04, eta: 1:47:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7481, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:07:46,785 - mmpose - INFO - Epoch [37][150/293]	lr: 1.271e-04, eta: 1:47:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7418, loss: 0.0008, grad_norm: 0.0020
2022-07-04 09:07:53,536 - mmpose - INFO - Epoch [37][200/293]	lr: 1.271e-04, eta: 1:47:19, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7493, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:08:00,281 - mmpose - INFO - Epoch [37][250/293]	lr: 1.271e-04, eta: 1:47:15, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7395, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:08:15,885 - mmpose - INFO - Epoch [38][50/293]	lr: 1.271e-04, eta: 1:46:54, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7489, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:08:22,695 - mmpose - INFO - Epoch [38][100/293]	lr: 1.271e-04, eta: 1:46:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7472, loss: 0.0008, grad_norm: 0.0016
2022-07-04 09:08:29,471 - mmpose - INFO - Epoch [38][150/293]	lr: 1.271e-04, eta: 1:46:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7499, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:08:36,238 - mmpose - INFO - Epoch [38][200/293]	lr: 1.271e-04, eta: 1:46:41, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7465, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:08:43,010 - mmpose - INFO - Epoch [38][250/293]	lr: 1.271e-04, eta: 1:46:37, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7464, loss: 0.0008, grad_norm: 0.0016
2022-07-04 09:08:58,601 - mmpose - INFO - Epoch [39][50/293]	lr: 1.271e-04, eta: 1:46:15, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7463, loss: 0.0008, grad_norm: 0.0020
2022-07-04 09:09:05,392 - mmpose - INFO - Epoch [39][100/293]	lr: 1.271e-04, eta: 1:46:11, time: 0.136, data_time: 0.001, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7474, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:09:12,175 - mmpose - INFO - Epoch [39][150/293]	lr: 1.271e-04, eta: 1:46:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7467, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:09:18,930 - mmpose - INFO - Epoch [39][200/293]	lr: 1.271e-04, eta: 1:46:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7411, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:09:25,726 - mmpose - INFO - Epoch [39][250/293]	lr: 1.271e-04, eta: 1:45:58, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7443, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:09:41,280 - mmpose - INFO - Epoch [40][50/293]	lr: 1.271e-04, eta: 1:45:37, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7525, loss: 0.0008, grad_norm: 0.0020
2022-07-04 09:09:48,084 - mmpose - INFO - Epoch [40][100/293]	lr: 1.271e-04, eta: 1:45:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7446, loss: 0.0008, grad_norm: 0.0021
2022-07-04 09:09:54,863 - mmpose - INFO - Epoch [40][150/293]	lr: 1.271e-04, eta: 1:45:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7531, loss: 0.0008, grad_norm: 0.0016
2022-07-04 09:10:01,684 - mmpose - INFO - Epoch [40][200/293]	lr: 1.271e-04, eta: 1:45:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7450, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:10:08,473 - mmpose - INFO - Epoch [40][250/293]	lr: 1.271e-04, eta: 1:45:20, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7513, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:10:14,290 - mmpose - INFO - Saving checkpoint at 40 epochs
2022-07-04 09:11:34,177 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_40.pth.
2022-07-04 09:11:34,177 - mmpose - INFO - Best AP is 0.6774 at 40 epoch.
2022-07-04 09:11:34,184 - mmpose - INFO - Epoch(val) [40][407]	AP: 0.6774, AP .5: 0.8799, AP .75: 0.7514, AP (M): 0.6085, AP (L): 0.6958, AR: 0.7380, AR .5: 0.9225, AR .75: 0.8046, AR (M): 0.6971, AR (L): 0.7973
2022-07-04 09:11:43,689 - mmpose - INFO - Epoch [41][50/293]	lr: 1.271e-04, eta: 1:44:58, time: 0.190, data_time: 0.054, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7577, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:11:50,488 - mmpose - INFO - Epoch [41][100/293]	lr: 1.271e-04, eta: 1:44:54, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7516, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:11:57,264 - mmpose - INFO - Epoch [41][150/293]	lr: 1.271e-04, eta: 1:44:49, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7633, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:12:04,020 - mmpose - INFO - Epoch [41][200/293]	lr: 1.271e-04, eta: 1:44:45, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7510, loss: 0.0008, grad_norm: 0.0016
2022-07-04 09:12:10,798 - mmpose - INFO - Epoch [41][250/293]	lr: 1.271e-04, eta: 1:44:40, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7404, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:12:26,297 - mmpose - INFO - Epoch [42][50/293]	lr: 1.271e-04, eta: 1:44:20, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7516, loss: 0.0008, grad_norm: 0.0016
2022-07-04 09:12:33,102 - mmpose - INFO - Epoch [42][100/293]	lr: 1.271e-04, eta: 1:44:16, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7486, loss: 0.0008, grad_norm: 0.0020
2022-07-04 09:12:39,883 - mmpose - INFO - Epoch [42][150/293]	lr: 1.271e-04, eta: 1:44:11, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7469, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:12:46,671 - mmpose - INFO - Epoch [42][200/293]	lr: 1.271e-04, eta: 1:44:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7576, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:12:53,435 - mmpose - INFO - Epoch [42][250/293]	lr: 1.271e-04, eta: 1:44:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7494, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:13:08,995 - mmpose - INFO - Epoch [43][50/293]	lr: 1.271e-04, eta: 1:43:42, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7549, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:13:15,778 - mmpose - INFO - Epoch [43][100/293]	lr: 1.271e-04, eta: 1:43:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7521, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:13:22,574 - mmpose - INFO - Epoch [43][150/293]	lr: 1.271e-04, eta: 1:43:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7553, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:13:29,323 - mmpose - INFO - Epoch [43][200/293]	lr: 1.271e-04, eta: 1:43:28, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7547, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:13:36,076 - mmpose - INFO - Epoch [43][250/293]	lr: 1.271e-04, eta: 1:43:24, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7606, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:13:51,601 - mmpose - INFO - Epoch [44][50/293]	lr: 1.271e-04, eta: 1:43:04, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7572, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:13:58,393 - mmpose - INFO - Epoch [44][100/293]	lr: 1.271e-04, eta: 1:42:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7551, loss: 0.0008, grad_norm: 0.0019
2022-07-04 09:14:05,177 - mmpose - INFO - Epoch [44][150/293]	lr: 1.271e-04, eta: 1:42:55, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7554, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:14:11,935 - mmpose - INFO - Epoch [44][200/293]	lr: 1.271e-04, eta: 1:42:50, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7547, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:14:18,686 - mmpose - INFO - Epoch [44][250/293]	lr: 1.271e-04, eta: 1:42:45, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7504, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:14:34,276 - mmpose - INFO - Epoch [45][50/293]	lr: 1.271e-04, eta: 1:42:26, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7580, loss: 0.0008, grad_norm: 0.0016
2022-07-04 09:14:41,081 - mmpose - INFO - Epoch [45][100/293]	lr: 1.271e-04, eta: 1:42:21, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7535, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:14:47,869 - mmpose - INFO - Epoch [45][150/293]	lr: 1.271e-04, eta: 1:42:17, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7442, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:14:54,637 - mmpose - INFO - Epoch [45][200/293]	lr: 1.271e-04, eta: 1:42:12, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7548, loss: 0.0008, grad_norm: 0.0016
2022-07-04 09:15:01,440 - mmpose - INFO - Epoch [45][250/293]	lr: 1.271e-04, eta: 1:42:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7539, loss: 0.0008, grad_norm: 0.0016
2022-07-04 09:15:17,024 - mmpose - INFO - Epoch [46][50/293]	lr: 1.271e-04, eta: 1:41:48, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7544, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:15:23,798 - mmpose - INFO - Epoch [46][100/293]	lr: 1.271e-04, eta: 1:41:44, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7590, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:15:30,583 - mmpose - INFO - Epoch [46][150/293]	lr: 1.271e-04, eta: 1:41:39, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7562, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:15:37,347 - mmpose - INFO - Epoch [46][200/293]	lr: 1.271e-04, eta: 1:41:34, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7572, loss: 0.0008, grad_norm: 0.0018
2022-07-04 09:15:44,100 - mmpose - INFO - Epoch [46][250/293]	lr: 1.271e-04, eta: 1:41:29, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7634, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:15:59,657 - mmpose - INFO - Epoch [47][50/293]	lr: 1.271e-04, eta: 1:41:10, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7560, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:16:06,465 - mmpose - INFO - Epoch [47][100/293]	lr: 1.271e-04, eta: 1:41:06, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7613, loss: 0.0008, grad_norm: 0.0016
2022-07-04 09:16:13,220 - mmpose - INFO - Epoch [47][150/293]	lr: 1.271e-04, eta: 1:41:01, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7540, loss: 0.0008, grad_norm: 0.0015
2022-07-04 09:16:19,967 - mmpose - INFO - Epoch [47][200/293]	lr: 1.271e-04, eta: 1:40:56, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7621, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:16:26,724 - mmpose - INFO - Epoch [47][250/293]	lr: 1.271e-04, eta: 1:40:51, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7623, loss: 0.0008, grad_norm: 0.0017
2022-07-04 09:16:42,313 - mmpose - INFO - Epoch [48][50/293]	lr: 1.271e-04, eta: 1:40:32, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7616, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:16:49,104 - mmpose - INFO - Epoch [48][100/293]	lr: 1.271e-04, eta: 1:40:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7516, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:16:55,900 - mmpose - INFO - Epoch [48][150/293]	lr: 1.271e-04, eta: 1:40:23, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7628, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:17:02,687 - mmpose - INFO - Epoch [48][200/293]	lr: 1.271e-04, eta: 1:40:18, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0008, acc_pose: 0.7576, loss: 0.0008, grad_norm: 0.0015
2022-07-04 09:17:09,459 - mmpose - INFO - Epoch [48][250/293]	lr: 1.271e-04, eta: 1:40:13, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7620, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:17:25,101 - mmpose - INFO - Epoch [49][50/293]	lr: 1.271e-04, eta: 1:39:55, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7602, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:17:31,901 - mmpose - INFO - Epoch [49][100/293]	lr: 1.271e-04, eta: 1:39:50, time: 0.136, data_time: 0.001, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7589, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:17:38,671 - mmpose - INFO - Epoch [49][150/293]	lr: 1.271e-04, eta: 1:39:45, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7600, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:17:45,459 - mmpose - INFO - Epoch [49][200/293]	lr: 1.271e-04, eta: 1:39:40, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7582, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:17:52,228 - mmpose - INFO - Epoch [49][250/293]	lr: 1.271e-04, eta: 1:39:36, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7639, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:18:07,802 - mmpose - INFO - Epoch [50][50/293]	lr: 1.271e-04, eta: 1:39:17, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7677, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:18:14,593 - mmpose - INFO - Epoch [50][100/293]	lr: 1.271e-04, eta: 1:39:12, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7586, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:18:21,360 - mmpose - INFO - Epoch [50][150/293]	lr: 1.271e-04, eta: 1:39:08, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7637, loss: 0.0007, grad_norm: 0.0018
2022-07-04 09:18:28,109 - mmpose - INFO - Epoch [50][200/293]	lr: 1.271e-04, eta: 1:39:03, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7574, loss: 0.0007, grad_norm: 0.0018
2022-07-04 09:18:34,872 - mmpose - INFO - Epoch [50][250/293]	lr: 1.271e-04, eta: 1:38:58, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7514, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:18:40,691 - mmpose - INFO - Saving checkpoint at 50 epochs
2022-07-04 09:20:01,721 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_50.pth.
2022-07-04 09:20:01,722 - mmpose - INFO - Best AP is 0.6840 at 50 epoch.
2022-07-04 09:20:01,729 - mmpose - INFO - Epoch(val) [50][407]	AP: 0.6840, AP .5: 0.8817, AP .75: 0.7613, AP (M): 0.6146, AP (L): 0.7037, AR: 0.7440, AR .5: 0.9246, AR .75: 0.8147, AR (M): 0.7038, AR (L): 0.8019
2022-07-04 09:20:11,337 - mmpose - INFO - Epoch [51][50/293]	lr: 1.271e-04, eta: 1:38:39, time: 0.192, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7641, loss: 0.0007, grad_norm: 0.0018
2022-07-04 09:20:18,110 - mmpose - INFO - Epoch [51][100/293]	lr: 1.271e-04, eta: 1:38:34, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7585, loss: 0.0007, grad_norm: 0.0018
2022-07-04 09:20:24,869 - mmpose - INFO - Epoch [51][150/293]	lr: 1.271e-04, eta: 1:38:29, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7610, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:20:31,671 - mmpose - INFO - Epoch [51][200/293]	lr: 1.271e-04, eta: 1:38:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7636, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:20:38,431 - mmpose - INFO - Epoch [51][250/293]	lr: 1.271e-04, eta: 1:38:19, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7673, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:20:53,935 - mmpose - INFO - Epoch [52][50/293]	lr: 1.271e-04, eta: 1:38:01, time: 0.193, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7651, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:21:00,738 - mmpose - INFO - Epoch [52][100/293]	lr: 1.271e-04, eta: 1:37:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7638, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:21:07,542 - mmpose - INFO - Epoch [52][150/293]	lr: 1.271e-04, eta: 1:37:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7629, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:21:14,293 - mmpose - INFO - Epoch [52][200/293]	lr: 1.271e-04, eta: 1:37:46, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7616, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:21:21,065 - mmpose - INFO - Epoch [52][250/293]	lr: 1.271e-04, eta: 1:37:42, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7553, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:21:36,594 - mmpose - INFO - Epoch [53][50/293]	lr: 1.271e-04, eta: 1:37:24, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7630, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:21:43,370 - mmpose - INFO - Epoch [53][100/293]	lr: 1.271e-04, eta: 1:37:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7624, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:21:50,146 - mmpose - INFO - Epoch [53][150/293]	lr: 1.271e-04, eta: 1:37:14, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7622, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:21:56,920 - mmpose - INFO - Epoch [53][200/293]	lr: 1.271e-04, eta: 1:37:09, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7616, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:22:03,680 - mmpose - INFO - Epoch [53][250/293]	lr: 1.271e-04, eta: 1:37:04, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7576, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:22:19,235 - mmpose - INFO - Epoch [54][50/293]	lr: 1.271e-04, eta: 1:36:46, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7622, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:22:26,034 - mmpose - INFO - Epoch [54][100/293]	lr: 1.271e-04, eta: 1:36:41, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7621, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:22:32,801 - mmpose - INFO - Epoch [54][150/293]	lr: 1.271e-04, eta: 1:36:36, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7676, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:22:39,552 - mmpose - INFO - Epoch [54][200/293]	lr: 1.271e-04, eta: 1:36:31, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7633, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:22:46,326 - mmpose - INFO - Epoch [54][250/293]	lr: 1.271e-04, eta: 1:36:26, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7602, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:23:01,868 - mmpose - INFO - Epoch [55][50/293]	lr: 1.271e-04, eta: 1:36:08, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7688, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:23:08,672 - mmpose - INFO - Epoch [55][100/293]	lr: 1.271e-04, eta: 1:36:03, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7591, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:23:15,457 - mmpose - INFO - Epoch [55][150/293]	lr: 1.271e-04, eta: 1:35:58, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7529, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:23:22,274 - mmpose - INFO - Epoch [55][200/293]	lr: 1.271e-04, eta: 1:35:53, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7631, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:23:29,038 - mmpose - INFO - Epoch [55][250/293]	lr: 1.271e-04, eta: 1:35:48, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7645, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:23:44,578 - mmpose - INFO - Epoch [56][50/293]	lr: 1.271e-04, eta: 1:35:31, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7641, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:23:51,377 - mmpose - INFO - Epoch [56][100/293]	lr: 1.271e-04, eta: 1:35:26, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7587, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:23:58,172 - mmpose - INFO - Epoch [56][150/293]	lr: 1.271e-04, eta: 1:35:21, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7614, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:24:04,957 - mmpose - INFO - Epoch [56][200/293]	lr: 1.271e-04, eta: 1:35:16, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7556, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:24:11,722 - mmpose - INFO - Epoch [56][250/293]	lr: 1.271e-04, eta: 1:35:11, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7641, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:24:27,276 - mmpose - INFO - Epoch [57][50/293]	lr: 1.271e-04, eta: 1:34:53, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7675, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:24:34,112 - mmpose - INFO - Epoch [57][100/293]	lr: 1.271e-04, eta: 1:34:48, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7575, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:24:40,884 - mmpose - INFO - Epoch [57][150/293]	lr: 1.271e-04, eta: 1:34:43, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7659, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:24:47,655 - mmpose - INFO - Epoch [57][200/293]	lr: 1.271e-04, eta: 1:34:38, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7734, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:24:54,424 - mmpose - INFO - Epoch [57][250/293]	lr: 1.271e-04, eta: 1:34:33, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7655, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:25:09,967 - mmpose - INFO - Epoch [58][50/293]	lr: 1.271e-04, eta: 1:34:16, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7691, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:25:16,792 - mmpose - INFO - Epoch [58][100/293]	lr: 1.271e-04, eta: 1:34:11, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7642, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:25:23,591 - mmpose - INFO - Epoch [58][150/293]	lr: 1.271e-04, eta: 1:34:06, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7576, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:25:30,393 - mmpose - INFO - Epoch [58][200/293]	lr: 1.271e-04, eta: 1:34:01, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7669, loss: 0.0007, grad_norm: 0.0018
2022-07-04 09:25:37,217 - mmpose - INFO - Epoch [58][250/293]	lr: 1.271e-04, eta: 1:33:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7685, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:25:52,809 - mmpose - INFO - Epoch [59][50/293]	lr: 1.271e-04, eta: 1:33:39, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7617, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:25:59,590 - mmpose - INFO - Epoch [59][100/293]	lr: 1.271e-04, eta: 1:33:34, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7688, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:26:06,365 - mmpose - INFO - Epoch [59][150/293]	lr: 1.271e-04, eta: 1:33:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7694, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:26:13,166 - mmpose - INFO - Epoch [59][200/293]	lr: 1.271e-04, eta: 1:33:23, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7677, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:26:19,930 - mmpose - INFO - Epoch [59][250/293]	lr: 1.271e-04, eta: 1:33:18, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7619, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:26:35,531 - mmpose - INFO - Epoch [60][50/293]	lr: 1.271e-04, eta: 1:33:01, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7690, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:26:42,310 - mmpose - INFO - Epoch [60][100/293]	lr: 1.271e-04, eta: 1:32:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7653, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:26:49,103 - mmpose - INFO - Epoch [60][150/293]	lr: 1.271e-04, eta: 1:32:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7616, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:26:55,864 - mmpose - INFO - Epoch [60][200/293]	lr: 1.271e-04, eta: 1:32:46, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7625, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:27:02,625 - mmpose - INFO - Epoch [60][250/293]	lr: 1.271e-04, eta: 1:32:41, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7582, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:27:08,428 - mmpose - INFO - Saving checkpoint at 60 epochs
2022-07-04 09:28:28,456 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_60.pth.
2022-07-04 09:28:28,456 - mmpose - INFO - Best AP is 0.6908 at 60 epoch.
2022-07-04 09:28:28,465 - mmpose - INFO - Epoch(val) [60][407]	AP: 0.6908, AP .5: 0.8833, AP .75: 0.7690, AP (M): 0.6232, AP (L): 0.7073, AR: 0.7506, AR .5: 0.9260, AR .75: 0.8202, AR (M): 0.7122, AR (L): 0.8067
2022-07-04 09:28:37,994 - mmpose - INFO - Epoch [61][50/293]	lr: 1.271e-04, eta: 1:32:23, time: 0.190, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7591, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:28:44,782 - mmpose - INFO - Epoch [61][100/293]	lr: 1.271e-04, eta: 1:32:18, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7595, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:28:51,549 - mmpose - INFO - Epoch [61][150/293]	lr: 1.271e-04, eta: 1:32:13, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7626, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:28:58,325 - mmpose - INFO - Epoch [61][200/293]	lr: 1.271e-04, eta: 1:32:08, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7684, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:29:05,068 - mmpose - INFO - Epoch [61][250/293]	lr: 1.271e-04, eta: 1:32:03, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7683, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:29:20,637 - mmpose - INFO - Epoch [62][50/293]	lr: 1.271e-04, eta: 1:31:46, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7598, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:29:27,455 - mmpose - INFO - Epoch [62][100/293]	lr: 1.271e-04, eta: 1:31:41, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7639, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:29:34,235 - mmpose - INFO - Epoch [62][150/293]	lr: 1.271e-04, eta: 1:31:36, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7668, loss: 0.0007, grad_norm: 0.0017
2022-07-04 09:29:40,990 - mmpose - INFO - Epoch [62][200/293]	lr: 1.271e-04, eta: 1:31:30, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7685, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:29:47,748 - mmpose - INFO - Epoch [62][250/293]	lr: 1.271e-04, eta: 1:31:25, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7676, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:30:03,351 - mmpose - INFO - Epoch [63][50/293]	lr: 1.271e-04, eta: 1:31:09, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7662, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:30:10,176 - mmpose - INFO - Epoch [63][100/293]	lr: 1.271e-04, eta: 1:31:03, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7689, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:30:16,950 - mmpose - INFO - Epoch [63][150/293]	lr: 1.271e-04, eta: 1:30:58, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7704, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:30:23,731 - mmpose - INFO - Epoch [63][200/293]	lr: 1.271e-04, eta: 1:30:53, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7719, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:30:30,499 - mmpose - INFO - Epoch [63][250/293]	lr: 1.271e-04, eta: 1:30:48, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7608, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:30:46,095 - mmpose - INFO - Epoch [64][50/293]	lr: 1.271e-04, eta: 1:30:31, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7675, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:30:52,895 - mmpose - INFO - Epoch [64][100/293]	lr: 1.271e-04, eta: 1:30:26, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7629, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:30:59,671 - mmpose - INFO - Epoch [64][150/293]	lr: 1.271e-04, eta: 1:30:21, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7675, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:31:06,461 - mmpose - INFO - Epoch [64][200/293]	lr: 1.271e-04, eta: 1:30:16, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7682, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:31:13,219 - mmpose - INFO - Epoch [64][250/293]	lr: 1.271e-04, eta: 1:30:10, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7706, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:31:28,775 - mmpose - INFO - Epoch [65][50/293]	lr: 1.271e-04, eta: 1:29:54, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7710, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:31:35,592 - mmpose - INFO - Epoch [65][100/293]	lr: 1.271e-04, eta: 1:29:49, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7714, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:31:42,406 - mmpose - INFO - Epoch [65][150/293]	lr: 1.271e-04, eta: 1:29:44, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7683, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:31:49,180 - mmpose - INFO - Epoch [65][200/293]	lr: 1.271e-04, eta: 1:29:38, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7654, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:31:55,948 - mmpose - INFO - Epoch [65][250/293]	lr: 1.271e-04, eta: 1:29:33, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7646, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:32:11,513 - mmpose - INFO - Epoch [66][50/293]	lr: 1.271e-04, eta: 1:29:17, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7697, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:32:18,300 - mmpose - INFO - Epoch [66][100/293]	lr: 1.271e-04, eta: 1:29:11, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7716, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:32:25,083 - mmpose - INFO - Epoch [66][150/293]	lr: 1.271e-04, eta: 1:29:06, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7683, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:32:31,839 - mmpose - INFO - Epoch [66][200/293]	lr: 1.271e-04, eta: 1:29:01, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7710, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:32:38,600 - mmpose - INFO - Epoch [66][250/293]	lr: 1.271e-04, eta: 1:28:55, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7682, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:32:54,201 - mmpose - INFO - Epoch [67][50/293]	lr: 1.271e-04, eta: 1:28:39, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7724, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:33:00,989 - mmpose - INFO - Epoch [67][100/293]	lr: 1.271e-04, eta: 1:28:34, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7628, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:33:07,743 - mmpose - INFO - Epoch [67][150/293]	lr: 1.271e-04, eta: 1:28:29, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7697, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:33:14,498 - mmpose - INFO - Epoch [67][200/293]	lr: 1.271e-04, eta: 1:28:23, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7710, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:33:21,283 - mmpose - INFO - Epoch [67][250/293]	lr: 1.271e-04, eta: 1:28:18, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7707, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:33:36,825 - mmpose - INFO - Epoch [68][50/293]	lr: 1.271e-04, eta: 1:28:02, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7637, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:33:43,612 - mmpose - INFO - Epoch [68][100/293]	lr: 1.271e-04, eta: 1:27:57, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7633, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:33:50,415 - mmpose - INFO - Epoch [68][150/293]	lr: 1.271e-04, eta: 1:27:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7698, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:33:57,219 - mmpose - INFO - Epoch [68][200/293]	lr: 1.271e-04, eta: 1:27:46, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7678, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:34:03,966 - mmpose - INFO - Epoch [68][250/293]	lr: 1.271e-04, eta: 1:27:41, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7671, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:34:19,545 - mmpose - INFO - Epoch [69][50/293]	lr: 1.271e-04, eta: 1:27:25, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7679, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:34:26,377 - mmpose - INFO - Epoch [69][100/293]	lr: 1.271e-04, eta: 1:27:19, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7694, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:34:33,150 - mmpose - INFO - Epoch [69][150/293]	lr: 1.271e-04, eta: 1:27:14, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7643, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:34:39,907 - mmpose - INFO - Epoch [69][200/293]	lr: 1.271e-04, eta: 1:27:09, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7768, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:34:46,670 - mmpose - INFO - Epoch [69][250/293]	lr: 1.271e-04, eta: 1:27:03, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7689, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:35:02,283 - mmpose - INFO - Epoch [70][50/293]	lr: 1.271e-04, eta: 1:26:48, time: 0.196, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7651, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:35:09,089 - mmpose - INFO - Epoch [70][100/293]	lr: 1.271e-04, eta: 1:26:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7724, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:35:15,880 - mmpose - INFO - Epoch [70][150/293]	lr: 1.271e-04, eta: 1:26:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7615, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:35:22,638 - mmpose - INFO - Epoch [70][200/293]	lr: 1.271e-04, eta: 1:26:32, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7739, loss: 0.0007, grad_norm: 0.0016
2022-07-04 09:35:29,403 - mmpose - INFO - Epoch [70][250/293]	lr: 1.271e-04, eta: 1:26:26, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7632, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:35:35,252 - mmpose - INFO - Saving checkpoint at 70 epochs
2022-07-04 09:36:55,808 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_70.pth.
2022-07-04 09:36:55,809 - mmpose - INFO - Best AP is 0.6952 at 70 epoch.
2022-07-04 09:36:55,816 - mmpose - INFO - Epoch(val) [70][407]	AP: 0.6952, AP .5: 0.8871, AP .75: 0.7746, AP (M): 0.6263, AP (L): 0.7156, AR: 0.7540, AR .5: 0.9290, AR .75: 0.8243, AR (M): 0.7131, AR (L): 0.8124
2022-07-04 09:37:05,344 - mmpose - INFO - Epoch [71][50/293]	lr: 1.271e-04, eta: 1:26:10, time: 0.190, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7726, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:37:12,115 - mmpose - INFO - Epoch [71][100/293]	lr: 1.271e-04, eta: 1:26:05, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7730, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:37:18,895 - mmpose - INFO - Epoch [71][150/293]	lr: 1.271e-04, eta: 1:25:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7677, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:37:25,661 - mmpose - INFO - Epoch [71][200/293]	lr: 1.271e-04, eta: 1:25:54, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7736, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:37:32,427 - mmpose - INFO - Epoch [71][250/293]	lr: 1.271e-04, eta: 1:25:48, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7779, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:37:48,027 - mmpose - INFO - Epoch [72][50/293]	lr: 1.271e-04, eta: 1:25:33, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7738, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:37:54,799 - mmpose - INFO - Epoch [72][100/293]	lr: 1.271e-04, eta: 1:25:27, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7699, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:38:01,576 - mmpose - INFO - Epoch [72][150/293]	lr: 1.271e-04, eta: 1:25:22, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7640, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:38:08,340 - mmpose - INFO - Epoch [72][200/293]	lr: 1.271e-04, eta: 1:25:16, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7716, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:38:15,103 - mmpose - INFO - Epoch [72][250/293]	lr: 1.271e-04, eta: 1:25:11, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7677, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:38:30,703 - mmpose - INFO - Epoch [73][50/293]	lr: 1.271e-04, eta: 1:24:55, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7748, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:38:37,490 - mmpose - INFO - Epoch [73][100/293]	lr: 1.271e-04, eta: 1:24:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7762, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:38:44,285 - mmpose - INFO - Epoch [73][150/293]	lr: 1.271e-04, eta: 1:24:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7587, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:38:51,084 - mmpose - INFO - Epoch [73][200/293]	lr: 1.271e-04, eta: 1:24:39, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7720, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:38:57,896 - mmpose - INFO - Epoch [73][250/293]	lr: 1.271e-04, eta: 1:24:34, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7739, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:39:13,505 - mmpose - INFO - Epoch [74][50/293]	lr: 1.271e-04, eta: 1:24:18, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7677, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:39:20,295 - mmpose - INFO - Epoch [74][100/293]	lr: 1.271e-04, eta: 1:24:13, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7702, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:39:27,097 - mmpose - INFO - Epoch [74][150/293]	lr: 1.271e-04, eta: 1:24:08, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7636, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:39:33,879 - mmpose - INFO - Epoch [74][200/293]	lr: 1.271e-04, eta: 1:24:02, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7753, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:39:40,651 - mmpose - INFO - Epoch [74][250/293]	lr: 1.271e-04, eta: 1:23:57, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7709, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:39:56,220 - mmpose - INFO - Epoch [75][50/293]	lr: 1.271e-04, eta: 1:23:41, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7716, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:40:03,033 - mmpose - INFO - Epoch [75][100/293]	lr: 1.271e-04, eta: 1:23:36, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7777, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:40:09,813 - mmpose - INFO - Epoch [75][150/293]	lr: 1.271e-04, eta: 1:23:30, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7737, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:40:16,577 - mmpose - INFO - Epoch [75][200/293]	lr: 1.271e-04, eta: 1:23:25, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7744, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:40:23,353 - mmpose - INFO - Epoch [75][250/293]	lr: 1.271e-04, eta: 1:23:19, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7731, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:40:38,962 - mmpose - INFO - Epoch [76][50/293]	lr: 1.271e-04, eta: 1:23:04, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7771, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:40:45,757 - mmpose - INFO - Epoch [76][100/293]	lr: 1.271e-04, eta: 1:22:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7707, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:40:52,532 - mmpose - INFO - Epoch [76][150/293]	lr: 1.271e-04, eta: 1:22:53, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7798, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:40:59,306 - mmpose - INFO - Epoch [76][200/293]	lr: 1.271e-04, eta: 1:22:48, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7757, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:41:06,073 - mmpose - INFO - Epoch [76][250/293]	lr: 1.271e-04, eta: 1:22:42, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7747, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:41:21,651 - mmpose - INFO - Epoch [77][50/293]	lr: 1.271e-04, eta: 1:22:27, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7686, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:41:28,454 - mmpose - INFO - Epoch [77][100/293]	lr: 1.271e-04, eta: 1:22:21, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7687, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:41:35,252 - mmpose - INFO - Epoch [77][150/293]	lr: 1.271e-04, eta: 1:22:16, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7710, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:41:42,086 - mmpose - INFO - Epoch [77][200/293]	lr: 1.271e-04, eta: 1:22:11, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7699, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:41:48,910 - mmpose - INFO - Epoch [77][250/293]	lr: 1.271e-04, eta: 1:22:05, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7774, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:42:04,536 - mmpose - INFO - Epoch [78][50/293]	lr: 1.271e-04, eta: 1:21:50, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7827, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:42:11,325 - mmpose - INFO - Epoch [78][100/293]	lr: 1.271e-04, eta: 1:21:44, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7829, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:42:18,145 - mmpose - INFO - Epoch [78][150/293]	lr: 1.271e-04, eta: 1:21:39, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7707, loss: 0.0007, grad_norm: 0.0015
2022-07-04 09:42:24,946 - mmpose - INFO - Epoch [78][200/293]	lr: 1.271e-04, eta: 1:21:34, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7690, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:42:31,738 - mmpose - INFO - Epoch [78][250/293]	lr: 1.271e-04, eta: 1:21:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7762, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:42:47,325 - mmpose - INFO - Epoch [79][50/293]	lr: 1.271e-04, eta: 1:21:13, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7754, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:42:54,138 - mmpose - INFO - Epoch [79][100/293]	lr: 1.271e-04, eta: 1:21:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7646, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:43:00,944 - mmpose - INFO - Epoch [79][150/293]	lr: 1.271e-04, eta: 1:21:02, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7635, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:43:07,728 - mmpose - INFO - Epoch [79][200/293]	lr: 1.271e-04, eta: 1:20:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7785, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:43:14,524 - mmpose - INFO - Epoch [79][250/293]	lr: 1.271e-04, eta: 1:20:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7726, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:43:30,135 - mmpose - INFO - Epoch [80][50/293]	lr: 1.271e-04, eta: 1:20:36, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7746, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:43:36,965 - mmpose - INFO - Epoch [80][100/293]	lr: 1.271e-04, eta: 1:20:30, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7809, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:43:43,767 - mmpose - INFO - Epoch [80][150/293]	lr: 1.271e-04, eta: 1:20:25, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7683, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:43:50,556 - mmpose - INFO - Epoch [80][200/293]	lr: 1.271e-04, eta: 1:20:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7776, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:43:57,357 - mmpose - INFO - Epoch [80][250/293]	lr: 1.271e-04, eta: 1:20:14, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7717, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:44:03,208 - mmpose - INFO - Saving checkpoint at 80 epochs
2022-07-04 09:45:23,586 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_80.pth.
2022-07-04 09:45:23,586 - mmpose - INFO - Best AP is 0.6975 at 80 epoch.
2022-07-04 09:45:23,597 - mmpose - INFO - Epoch(val) [80][407]	AP: 0.6975, AP .5: 0.8859, AP .75: 0.7770, AP (M): 0.6292, AP (L): 0.7183, AR: 0.7552, AR .5: 0.9274, AR .75: 0.8260, AR (M): 0.7153, AR (L): 0.8130
2022-07-04 09:45:33,163 - mmpose - INFO - Epoch [81][50/293]	lr: 1.271e-04, eta: 1:19:59, time: 0.191, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7762, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:45:39,957 - mmpose - INFO - Epoch [81][100/293]	lr: 1.271e-04, eta: 1:19:53, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7718, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:45:46,762 - mmpose - INFO - Epoch [81][150/293]	lr: 1.271e-04, eta: 1:19:48, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7706, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:45:53,541 - mmpose - INFO - Epoch [81][200/293]	lr: 1.271e-04, eta: 1:19:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7789, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:46:00,329 - mmpose - INFO - Epoch [81][250/293]	lr: 1.271e-04, eta: 1:19:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7777, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:46:15,852 - mmpose - INFO - Epoch [82][50/293]	lr: 1.271e-04, eta: 1:19:22, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7804, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:46:22,670 - mmpose - INFO - Epoch [82][100/293]	lr: 1.271e-04, eta: 1:19:16, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7793, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:46:29,476 - mmpose - INFO - Epoch [82][150/293]	lr: 1.271e-04, eta: 1:19:10, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7773, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:46:36,262 - mmpose - INFO - Epoch [82][200/293]	lr: 1.271e-04, eta: 1:19:05, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7758, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:46:43,056 - mmpose - INFO - Epoch [82][250/293]	lr: 1.271e-04, eta: 1:18:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7732, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:46:58,643 - mmpose - INFO - Epoch [83][50/293]	lr: 1.271e-04, eta: 1:18:45, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7837, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:47:05,463 - mmpose - INFO - Epoch [83][100/293]	lr: 1.271e-04, eta: 1:18:39, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7746, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:47:12,280 - mmpose - INFO - Epoch [83][150/293]	lr: 1.271e-04, eta: 1:18:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7682, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:47:19,061 - mmpose - INFO - Epoch [83][200/293]	lr: 1.271e-04, eta: 1:18:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7738, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:47:25,857 - mmpose - INFO - Epoch [83][250/293]	lr: 1.271e-04, eta: 1:18:22, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7750, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:47:41,392 - mmpose - INFO - Epoch [84][50/293]	lr: 1.271e-04, eta: 1:18:07, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7806, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:47:48,226 - mmpose - INFO - Epoch [84][100/293]	lr: 1.271e-04, eta: 1:18:02, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7737, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:47:55,044 - mmpose - INFO - Epoch [84][150/293]	lr: 1.271e-04, eta: 1:17:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7749, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:48:01,842 - mmpose - INFO - Epoch [84][200/293]	lr: 1.271e-04, eta: 1:17:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7803, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:48:08,636 - mmpose - INFO - Epoch [84][250/293]	lr: 1.271e-04, eta: 1:17:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7722, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:48:24,264 - mmpose - INFO - Epoch [85][50/293]	lr: 1.271e-04, eta: 1:17:31, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7758, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:48:31,088 - mmpose - INFO - Epoch [85][100/293]	lr: 1.271e-04, eta: 1:17:25, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7834, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:48:37,887 - mmpose - INFO - Epoch [85][150/293]	lr: 1.271e-04, eta: 1:17:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7735, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:48:44,671 - mmpose - INFO - Epoch [85][200/293]	lr: 1.271e-04, eta: 1:17:14, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7801, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:48:51,481 - mmpose - INFO - Epoch [85][250/293]	lr: 1.271e-04, eta: 1:17:08, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7840, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:49:06,989 - mmpose - INFO - Epoch [86][50/293]	lr: 1.271e-04, eta: 1:16:54, time: 0.193, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7808, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:49:13,806 - mmpose - INFO - Epoch [86][100/293]	lr: 1.271e-04, eta: 1:16:48, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7741, loss: 0.0007, grad_norm: 0.0011
2022-07-04 09:49:20,599 - mmpose - INFO - Epoch [86][150/293]	lr: 1.271e-04, eta: 1:16:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7747, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:49:27,411 - mmpose - INFO - Epoch [86][200/293]	lr: 1.271e-04, eta: 1:16:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7752, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:49:34,179 - mmpose - INFO - Epoch [86][250/293]	lr: 1.271e-04, eta: 1:16:31, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7760, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:49:49,771 - mmpose - INFO - Epoch [87][50/293]	lr: 1.271e-04, eta: 1:16:16, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7804, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:49:56,594 - mmpose - INFO - Epoch [87][100/293]	lr: 1.271e-04, eta: 1:16:11, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7857, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:50:03,384 - mmpose - INFO - Epoch [87][150/293]	lr: 1.271e-04, eta: 1:16:05, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7651, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:50:10,177 - mmpose - INFO - Epoch [87][200/293]	lr: 1.271e-04, eta: 1:16:00, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7852, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:50:16,936 - mmpose - INFO - Epoch [87][250/293]	lr: 1.271e-04, eta: 1:15:54, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7822, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:50:32,575 - mmpose - INFO - Epoch [88][50/293]	lr: 1.271e-04, eta: 1:15:40, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7788, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:50:39,388 - mmpose - INFO - Epoch [88][100/293]	lr: 1.271e-04, eta: 1:15:34, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7780, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:50:46,171 - mmpose - INFO - Epoch [88][150/293]	lr: 1.271e-04, eta: 1:15:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7788, loss: 0.0007, grad_norm: 0.0014
2022-07-04 09:50:52,959 - mmpose - INFO - Epoch [88][200/293]	lr: 1.271e-04, eta: 1:15:23, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7832, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:50:59,749 - mmpose - INFO - Epoch [88][250/293]	lr: 1.271e-04, eta: 1:15:17, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7867, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:51:15,377 - mmpose - INFO - Epoch [89][50/293]	lr: 1.271e-04, eta: 1:15:03, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7688, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:51:22,211 - mmpose - INFO - Epoch [89][100/293]	lr: 1.271e-04, eta: 1:14:57, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7757, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:51:29,023 - mmpose - INFO - Epoch [89][150/293]	lr: 1.271e-04, eta: 1:14:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7740, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:51:35,831 - mmpose - INFO - Epoch [89][200/293]	lr: 1.271e-04, eta: 1:14:46, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7791, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:51:42,631 - mmpose - INFO - Epoch [89][250/293]	lr: 1.271e-04, eta: 1:14:40, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7820, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:51:58,221 - mmpose - INFO - Epoch [90][50/293]	lr: 1.271e-04, eta: 1:14:26, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7790, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:52:05,039 - mmpose - INFO - Epoch [90][100/293]	lr: 1.271e-04, eta: 1:14:20, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7798, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:52:11,894 - mmpose - INFO - Epoch [90][150/293]	lr: 1.271e-04, eta: 1:14:14, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7695, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:52:18,699 - mmpose - INFO - Epoch [90][200/293]	lr: 1.271e-04, eta: 1:14:09, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7806, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:52:25,475 - mmpose - INFO - Epoch [90][250/293]	lr: 1.271e-04, eta: 1:14:03, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7785, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:52:31,321 - mmpose - INFO - Saving checkpoint at 90 epochs
2022-07-04 09:53:51,409 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_90.pth.
2022-07-04 09:53:51,410 - mmpose - INFO - Best AP is 0.7017 at 90 epoch.
2022-07-04 09:53:51,417 - mmpose - INFO - Epoch(val) [90][407]	AP: 0.7017, AP .5: 0.8891, AP .75: 0.7819, AP (M): 0.6332, AP (L): 0.7210, AR: 0.7604, AR .5: 0.9304, AR .75: 0.8301, AR (M): 0.7200, AR (L): 0.8185
2022-07-04 09:54:01,040 - mmpose - INFO - Epoch [91][50/293]	lr: 1.271e-04, eta: 1:13:49, time: 0.192, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7843, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:54:07,854 - mmpose - INFO - Epoch [91][100/293]	lr: 1.271e-04, eta: 1:13:43, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7884, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:54:14,654 - mmpose - INFO - Epoch [91][150/293]	lr: 1.271e-04, eta: 1:13:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7884, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:54:21,441 - mmpose - INFO - Epoch [91][200/293]	lr: 1.271e-04, eta: 1:13:32, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7814, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:54:28,252 - mmpose - INFO - Epoch [91][250/293]	lr: 1.271e-04, eta: 1:13:26, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7820, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:54:43,863 - mmpose - INFO - Epoch [92][50/293]	lr: 1.271e-04, eta: 1:13:12, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7811, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:54:50,662 - mmpose - INFO - Epoch [92][100/293]	lr: 1.271e-04, eta: 1:13:06, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7754, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:54:57,458 - mmpose - INFO - Epoch [92][150/293]	lr: 1.271e-04, eta: 1:13:00, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7751, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:55:04,256 - mmpose - INFO - Epoch [92][200/293]	lr: 1.271e-04, eta: 1:12:55, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7787, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:55:11,045 - mmpose - INFO - Epoch [92][250/293]	lr: 1.271e-04, eta: 1:12:49, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7786, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:55:26,627 - mmpose - INFO - Epoch [93][50/293]	lr: 1.271e-04, eta: 1:12:35, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7770, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:55:33,454 - mmpose - INFO - Epoch [93][100/293]	lr: 1.271e-04, eta: 1:12:29, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7741, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:55:40,264 - mmpose - INFO - Epoch [93][150/293]	lr: 1.271e-04, eta: 1:12:23, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7867, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:55:47,044 - mmpose - INFO - Epoch [93][200/293]	lr: 1.271e-04, eta: 1:12:17, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7821, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:55:53,812 - mmpose - INFO - Epoch [93][250/293]	lr: 1.271e-04, eta: 1:12:12, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7863, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:56:09,440 - mmpose - INFO - Epoch [94][50/293]	lr: 1.271e-04, eta: 1:11:58, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7797, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:56:16,240 - mmpose - INFO - Epoch [94][100/293]	lr: 1.271e-04, eta: 1:11:52, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7875, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:56:23,027 - mmpose - INFO - Epoch [94][150/293]	lr: 1.271e-04, eta: 1:11:46, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7769, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:56:29,811 - mmpose - INFO - Epoch [94][200/293]	lr: 1.271e-04, eta: 1:11:40, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7825, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:56:36,611 - mmpose - INFO - Epoch [94][250/293]	lr: 1.271e-04, eta: 1:11:35, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7887, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:56:52,257 - mmpose - INFO - Epoch [95][50/293]	lr: 1.271e-04, eta: 1:11:21, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7812, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:56:59,070 - mmpose - INFO - Epoch [95][100/293]	lr: 1.271e-04, eta: 1:11:15, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7771, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:57:05,884 - mmpose - INFO - Epoch [95][150/293]	lr: 1.271e-04, eta: 1:11:09, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7774, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:57:12,726 - mmpose - INFO - Epoch [95][200/293]	lr: 1.271e-04, eta: 1:11:04, time: 0.137, data_time: 0.001, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7808, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:57:19,500 - mmpose - INFO - Epoch [95][250/293]	lr: 1.271e-04, eta: 1:10:58, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7803, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:57:35,079 - mmpose - INFO - Epoch [96][50/293]	lr: 1.271e-04, eta: 1:10:44, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7884, loss: 0.0007, grad_norm: 0.0011
2022-07-04 09:57:41,882 - mmpose - INFO - Epoch [96][100/293]	lr: 1.271e-04, eta: 1:10:38, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7896, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:57:48,716 - mmpose - INFO - Epoch [96][150/293]	lr: 1.271e-04, eta: 1:10:32, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7823, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:57:55,517 - mmpose - INFO - Epoch [96][200/293]	lr: 1.271e-04, eta: 1:10:27, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7773, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:58:02,309 - mmpose - INFO - Epoch [96][250/293]	lr: 1.271e-04, eta: 1:10:21, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7818, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:58:17,919 - mmpose - INFO - Epoch [97][50/293]	lr: 1.271e-04, eta: 1:10:07, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7836, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:58:24,707 - mmpose - INFO - Epoch [97][100/293]	lr: 1.271e-04, eta: 1:10:01, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7793, loss: 0.0007, grad_norm: 0.0011
2022-07-04 09:58:31,490 - mmpose - INFO - Epoch [97][150/293]	lr: 1.271e-04, eta: 1:09:55, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7835, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:58:38,270 - mmpose - INFO - Epoch [97][200/293]	lr: 1.271e-04, eta: 1:09:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7832, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:58:45,070 - mmpose - INFO - Epoch [97][250/293]	lr: 1.271e-04, eta: 1:09:44, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7833, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:59:00,697 - mmpose - INFO - Epoch [98][50/293]	lr: 1.271e-04, eta: 1:09:30, time: 0.195, data_time: 0.056, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7794, loss: 0.0007, grad_norm: 0.0011
2022-07-04 09:59:07,513 - mmpose - INFO - Epoch [98][100/293]	lr: 1.271e-04, eta: 1:09:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7824, loss: 0.0007, grad_norm: 0.0011
2022-07-04 09:59:14,316 - mmpose - INFO - Epoch [98][150/293]	lr: 1.271e-04, eta: 1:09:18, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7850, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:59:21,106 - mmpose - INFO - Epoch [98][200/293]	lr: 1.271e-04, eta: 1:09:12, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7839, loss: 0.0007, grad_norm: 0.0011
2022-07-04 09:59:27,912 - mmpose - INFO - Epoch [98][250/293]	lr: 1.271e-04, eta: 1:09:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7826, loss: 0.0007, grad_norm: 0.0011
2022-07-04 09:59:43,501 - mmpose - INFO - Epoch [99][50/293]	lr: 1.271e-04, eta: 1:08:53, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7879, loss: 0.0007, grad_norm: 0.0012
2022-07-04 09:59:50,305 - mmpose - INFO - Epoch [99][100/293]	lr: 1.271e-04, eta: 1:08:47, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7831, loss: 0.0007, grad_norm: 0.0013
2022-07-04 09:59:57,126 - mmpose - INFO - Epoch [99][150/293]	lr: 1.271e-04, eta: 1:08:41, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7811, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:00:03,919 - mmpose - INFO - Epoch [99][200/293]	lr: 1.271e-04, eta: 1:08:35, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7765, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:00:10,716 - mmpose - INFO - Epoch [99][250/293]	lr: 1.271e-04, eta: 1:08:30, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7853, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:00:26,309 - mmpose - INFO - Epoch [100][50/293]	lr: 1.271e-04, eta: 1:08:16, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7829, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:00:33,141 - mmpose - INFO - Epoch [100][100/293]	lr: 1.271e-04, eta: 1:08:10, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7811, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:00:39,931 - mmpose - INFO - Epoch [100][150/293]	lr: 1.271e-04, eta: 1:08:04, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7789, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:00:46,703 - mmpose - INFO - Epoch [100][200/293]	lr: 1.271e-04, eta: 1:07:58, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7904, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:00:53,470 - mmpose - INFO - Epoch [100][250/293]	lr: 1.271e-04, eta: 1:07:53, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7806, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:00:59,301 - mmpose - INFO - Saving checkpoint at 100 epochs
2022-07-04 10:02:19,357 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_100.pth.
2022-07-04 10:02:19,358 - mmpose - INFO - Best AP is 0.7036 at 100 epoch.
2022-07-04 10:02:19,365 - mmpose - INFO - Epoch(val) [100][407]	AP: 0.7036, AP .5: 0.8909, AP .75: 0.7828, AP (M): 0.6353, AP (L): 0.7211, AR: 0.7623, AR .5: 0.9315, AR .75: 0.8334, AR (M): 0.7229, AR (L): 0.8191
2022-07-04 10:02:28,853 - mmpose - INFO - Epoch [101][50/293]	lr: 1.271e-04, eta: 1:07:38, time: 0.190, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7801, loss: 0.0007, grad_norm: 0.0013
2022-07-04 10:02:35,637 - mmpose - INFO - Epoch [101][100/293]	lr: 1.271e-04, eta: 1:07:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7799, loss: 0.0007, grad_norm: 0.0014
2022-07-04 10:02:42,444 - mmpose - INFO - Epoch [101][150/293]	lr: 1.271e-04, eta: 1:07:27, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7868, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:02:49,213 - mmpose - INFO - Epoch [101][200/293]	lr: 1.271e-04, eta: 1:07:21, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7816, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:02:55,975 - mmpose - INFO - Epoch [101][250/293]	lr: 1.271e-04, eta: 1:07:15, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7858, loss: 0.0007, grad_norm: 0.0013
2022-07-04 10:03:11,597 - mmpose - INFO - Epoch [102][50/293]	lr: 1.271e-04, eta: 1:07:01, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7885, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:03:18,420 - mmpose - INFO - Epoch [102][100/293]	lr: 1.271e-04, eta: 1:06:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7827, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:03:25,210 - mmpose - INFO - Epoch [102][150/293]	lr: 1.271e-04, eta: 1:06:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7783, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:03:31,999 - mmpose - INFO - Epoch [102][200/293]	lr: 1.271e-04, eta: 1:06:44, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7918, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:03:38,777 - mmpose - INFO - Epoch [102][250/293]	lr: 1.271e-04, eta: 1:06:38, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7854, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:03:54,355 - mmpose - INFO - Epoch [103][50/293]	lr: 1.271e-04, eta: 1:06:24, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7869, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:04:01,148 - mmpose - INFO - Epoch [103][100/293]	lr: 1.271e-04, eta: 1:06:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7795, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:04:07,924 - mmpose - INFO - Epoch [103][150/293]	lr: 1.271e-04, eta: 1:06:13, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7857, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:04:14,684 - mmpose - INFO - Epoch [103][200/293]	lr: 1.271e-04, eta: 1:06:07, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7859, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:04:21,455 - mmpose - INFO - Epoch [103][250/293]	lr: 1.271e-04, eta: 1:06:01, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7837, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:04:36,992 - mmpose - INFO - Epoch [104][50/293]	lr: 1.271e-04, eta: 1:05:47, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7823, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:04:43,803 - mmpose - INFO - Epoch [104][100/293]	lr: 1.271e-04, eta: 1:05:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7845, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:04:50,592 - mmpose - INFO - Epoch [104][150/293]	lr: 1.271e-04, eta: 1:05:36, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7836, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:04:57,385 - mmpose - INFO - Epoch [104][200/293]	lr: 1.271e-04, eta: 1:05:30, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7863, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:05:04,154 - mmpose - INFO - Epoch [104][250/293]	lr: 1.271e-04, eta: 1:05:24, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7828, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:05:19,753 - mmpose - INFO - Epoch [105][50/293]	lr: 1.271e-04, eta: 1:05:10, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7874, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:05:26,569 - mmpose - INFO - Epoch [105][100/293]	lr: 1.271e-04, eta: 1:05:04, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7857, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:05:33,349 - mmpose - INFO - Epoch [105][150/293]	lr: 1.271e-04, eta: 1:04:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7858, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:05:40,120 - mmpose - INFO - Epoch [105][200/293]	lr: 1.271e-04, eta: 1:04:53, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7931, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:05:46,886 - mmpose - INFO - Epoch [105][250/293]	lr: 1.271e-04, eta: 1:04:47, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7766, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:06:02,477 - mmpose - INFO - Epoch [106][50/293]	lr: 1.271e-04, eta: 1:04:33, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7844, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:06:09,266 - mmpose - INFO - Epoch [106][100/293]	lr: 1.271e-04, eta: 1:04:27, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7842, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:06:16,047 - mmpose - INFO - Epoch [106][150/293]	lr: 1.271e-04, eta: 1:04:22, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7737, loss: 0.0007, grad_norm: 0.0013
2022-07-04 10:06:22,810 - mmpose - INFO - Epoch [106][200/293]	lr: 1.271e-04, eta: 1:04:16, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7870, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:06:29,577 - mmpose - INFO - Epoch [106][250/293]	lr: 1.271e-04, eta: 1:04:10, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7856, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:06:45,170 - mmpose - INFO - Epoch [107][50/293]	lr: 1.271e-04, eta: 1:03:56, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7823, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:06:51,991 - mmpose - INFO - Epoch [107][100/293]	lr: 1.271e-04, eta: 1:03:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7833, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:06:58,782 - mmpose - INFO - Epoch [107][150/293]	lr: 1.271e-04, eta: 1:03:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7878, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:07:05,575 - mmpose - INFO - Epoch [107][200/293]	lr: 1.271e-04, eta: 1:03:39, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7897, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:07:12,368 - mmpose - INFO - Epoch [107][250/293]	lr: 1.271e-04, eta: 1:03:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7840, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:07:27,970 - mmpose - INFO - Epoch [108][50/293]	lr: 1.271e-04, eta: 1:03:19, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7901, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:07:34,756 - mmpose - INFO - Epoch [108][100/293]	lr: 1.271e-04, eta: 1:03:13, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7825, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:07:41,524 - mmpose - INFO - Epoch [108][150/293]	lr: 1.271e-04, eta: 1:03:08, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7837, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:07:48,320 - mmpose - INFO - Epoch [108][200/293]	lr: 1.271e-04, eta: 1:03:02, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7830, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:07:55,092 - mmpose - INFO - Epoch [108][250/293]	lr: 1.271e-04, eta: 1:02:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7884, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:08:10,656 - mmpose - INFO - Epoch [109][50/293]	lr: 1.271e-04, eta: 1:02:42, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7886, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:08:17,460 - mmpose - INFO - Epoch [109][100/293]	lr: 1.271e-04, eta: 1:02:36, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7801, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:08:24,251 - mmpose - INFO - Epoch [109][150/293]	lr: 1.271e-04, eta: 1:02:31, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7889, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:08:31,017 - mmpose - INFO - Epoch [109][200/293]	lr: 1.271e-04, eta: 1:02:25, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7865, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:08:37,786 - mmpose - INFO - Epoch [109][250/293]	lr: 1.271e-04, eta: 1:02:19, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7830, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:08:53,354 - mmpose - INFO - Epoch [110][50/293]	lr: 1.271e-04, eta: 1:02:05, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7818, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:09:00,175 - mmpose - INFO - Epoch [110][100/293]	lr: 1.271e-04, eta: 1:01:59, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7851, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:09:06,950 - mmpose - INFO - Epoch [110][150/293]	lr: 1.271e-04, eta: 1:01:53, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7827, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:09:13,728 - mmpose - INFO - Epoch [110][200/293]	lr: 1.271e-04, eta: 1:01:48, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7944, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:09:20,495 - mmpose - INFO - Epoch [110][250/293]	lr: 1.271e-04, eta: 1:01:42, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7893, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:09:26,363 - mmpose - INFO - Saving checkpoint at 110 epochs
2022-07-04 10:10:45,779 - mmpose - INFO - Epoch(val) [110][407]	AP: 0.7025, AP .5: 0.8882, AP .75: 0.7829, AP (M): 0.6346, AP (L): 0.7211, AR: 0.7619, AR .5: 0.9299, AR .75: 0.8344, AR (M): 0.7223, AR (L): 0.8194
2022-07-04 10:10:55,348 - mmpose - INFO - Epoch [111][50/293]	lr: 1.271e-04, eta: 1:01:28, time: 0.191, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7829, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:11:02,185 - mmpose - INFO - Epoch [111][100/293]	lr: 1.271e-04, eta: 1:01:22, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7879, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:11:08,973 - mmpose - INFO - Epoch [111][150/293]	lr: 1.271e-04, eta: 1:01:16, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7806, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:11:15,750 - mmpose - INFO - Epoch [111][200/293]	lr: 1.271e-04, eta: 1:01:10, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7880, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:11:22,534 - mmpose - INFO - Epoch [111][250/293]	lr: 1.271e-04, eta: 1:01:05, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7817, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:11:38,145 - mmpose - INFO - Epoch [112][50/293]	lr: 1.271e-04, eta: 1:00:51, time: 0.196, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7898, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:11:44,962 - mmpose - INFO - Epoch [112][100/293]	lr: 1.271e-04, eta: 1:00:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7801, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:11:51,763 - mmpose - INFO - Epoch [112][150/293]	lr: 1.271e-04, eta: 1:00:39, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7889, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:11:58,535 - mmpose - INFO - Epoch [112][200/293]	lr: 1.271e-04, eta: 1:00:33, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7919, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:12:05,308 - mmpose - INFO - Epoch [112][250/293]	lr: 1.271e-04, eta: 1:00:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7903, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:12:20,958 - mmpose - INFO - Epoch [113][50/293]	lr: 1.271e-04, eta: 1:00:14, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7901, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:12:27,768 - mmpose - INFO - Epoch [113][100/293]	lr: 1.271e-04, eta: 1:00:08, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7906, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:12:34,566 - mmpose - INFO - Epoch [113][150/293]	lr: 1.271e-04, eta: 1:00:02, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7911, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:12:41,361 - mmpose - INFO - Epoch [113][200/293]	lr: 1.271e-04, eta: 0:59:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7917, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:12:48,131 - mmpose - INFO - Epoch [113][250/293]	lr: 1.271e-04, eta: 0:59:51, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7793, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:13:03,677 - mmpose - INFO - Epoch [114][50/293]	lr: 1.271e-04, eta: 0:59:37, time: 0.194, data_time: 0.056, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7848, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:13:10,497 - mmpose - INFO - Epoch [114][100/293]	lr: 1.271e-04, eta: 0:59:31, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7889, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:13:17,331 - mmpose - INFO - Epoch [114][150/293]	lr: 1.271e-04, eta: 0:59:25, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7802, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:13:24,121 - mmpose - INFO - Epoch [114][200/293]	lr: 1.271e-04, eta: 0:59:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7899, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:13:30,902 - mmpose - INFO - Epoch [114][250/293]	lr: 1.271e-04, eta: 0:59:14, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7913, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:13:46,480 - mmpose - INFO - Epoch [115][50/293]	lr: 1.271e-04, eta: 0:59:00, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7903, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:13:53,304 - mmpose - INFO - Epoch [115][100/293]	lr: 1.271e-04, eta: 0:58:54, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7866, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:14:00,100 - mmpose - INFO - Epoch [115][150/293]	lr: 1.271e-04, eta: 0:58:48, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7791, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:14:06,891 - mmpose - INFO - Epoch [115][200/293]	lr: 1.271e-04, eta: 0:58:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7885, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:14:13,677 - mmpose - INFO - Epoch [115][250/293]	lr: 1.271e-04, eta: 0:58:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7838, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:14:29,217 - mmpose - INFO - Epoch [116][50/293]	lr: 1.271e-04, eta: 0:58:23, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7910, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:14:36,030 - mmpose - INFO - Epoch [116][100/293]	lr: 1.271e-04, eta: 0:58:17, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7800, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:14:42,823 - mmpose - INFO - Epoch [116][150/293]	lr: 1.271e-04, eta: 0:58:11, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7855, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:14:49,589 - mmpose - INFO - Epoch [116][200/293]	lr: 1.271e-04, eta: 0:58:05, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7852, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:14:56,371 - mmpose - INFO - Epoch [116][250/293]	lr: 1.271e-04, eta: 0:57:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7903, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:15:11,902 - mmpose - INFO - Epoch [117][50/293]	lr: 1.271e-04, eta: 0:57:46, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7835, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:15:18,726 - mmpose - INFO - Epoch [117][100/293]	lr: 1.271e-04, eta: 0:57:40, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7887, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:15:25,529 - mmpose - INFO - Epoch [117][150/293]	lr: 1.271e-04, eta: 0:57:34, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7872, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:15:32,341 - mmpose - INFO - Epoch [117][200/293]	lr: 1.271e-04, eta: 0:57:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7855, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:15:39,142 - mmpose - INFO - Epoch [117][250/293]	lr: 1.271e-04, eta: 0:57:22, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7917, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:15:54,734 - mmpose - INFO - Epoch [118][50/293]	lr: 1.271e-04, eta: 0:57:09, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7891, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:16:01,566 - mmpose - INFO - Epoch [118][100/293]	lr: 1.271e-04, eta: 0:57:03, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7839, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:16:08,346 - mmpose - INFO - Epoch [118][150/293]	lr: 1.271e-04, eta: 0:56:57, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7867, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:16:15,134 - mmpose - INFO - Epoch [118][200/293]	lr: 1.271e-04, eta: 0:56:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7888, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:16:21,910 - mmpose - INFO - Epoch [118][250/293]	lr: 1.271e-04, eta: 0:56:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7828, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:16:37,486 - mmpose - INFO - Epoch [119][50/293]	lr: 1.271e-04, eta: 0:56:32, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7957, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:16:44,276 - mmpose - INFO - Epoch [119][100/293]	lr: 1.271e-04, eta: 0:56:26, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7938, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:16:51,058 - mmpose - INFO - Epoch [119][150/293]	lr: 1.271e-04, eta: 0:56:20, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7836, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:16:57,838 - mmpose - INFO - Epoch [119][200/293]	lr: 1.271e-04, eta: 0:56:14, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7875, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:17:04,618 - mmpose - INFO - Epoch [119][250/293]	lr: 1.271e-04, eta: 0:56:08, time: 0.136, data_time: 0.001, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7860, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:17:20,230 - mmpose - INFO - Epoch [120][50/293]	lr: 1.271e-04, eta: 0:55:55, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7997, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:17:27,042 - mmpose - INFO - Epoch [120][100/293]	lr: 1.271e-04, eta: 0:55:49, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7875, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:17:33,817 - mmpose - INFO - Epoch [120][150/293]	lr: 1.271e-04, eta: 0:55:43, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7869, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:17:40,634 - mmpose - INFO - Epoch [120][200/293]	lr: 1.271e-04, eta: 0:55:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7870, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:17:47,421 - mmpose - INFO - Epoch [120][250/293]	lr: 1.271e-04, eta: 0:55:31, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7917, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:17:53,256 - mmpose - INFO - Saving checkpoint at 120 epochs
2022-07-04 10:19:13,171 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_120.pth.
2022-07-04 10:19:13,172 - mmpose - INFO - Best AP is 0.7084 at 120 epoch.
2022-07-04 10:19:13,180 - mmpose - INFO - Epoch(val) [120][407]	AP: 0.7084, AP .5: 0.8947, AP .75: 0.7873, AP (M): 0.6411, AP (L): 0.7276, AR: 0.7657, AR .5: 0.9350, AR .75: 0.8347, AR (M): 0.7256, AR (L): 0.8236
2022-07-04 10:19:22,764 - mmpose - INFO - Epoch [121][50/293]	lr: 1.271e-04, eta: 0:55:18, time: 0.192, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7824, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:19:29,528 - mmpose - INFO - Epoch [121][100/293]	lr: 1.271e-04, eta: 0:55:12, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7957, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:19:36,309 - mmpose - INFO - Epoch [121][150/293]	lr: 1.271e-04, eta: 0:55:06, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7926, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:19:43,049 - mmpose - INFO - Epoch [121][200/293]	lr: 1.271e-04, eta: 0:55:00, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7882, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:19:49,811 - mmpose - INFO - Epoch [121][250/293]	lr: 1.271e-04, eta: 0:54:54, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7901, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:20:05,373 - mmpose - INFO - Epoch [122][50/293]	lr: 1.271e-04, eta: 0:54:41, time: 0.194, data_time: 0.056, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7873, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:20:12,192 - mmpose - INFO - Epoch [122][100/293]	lr: 1.271e-04, eta: 0:54:35, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7876, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:20:18,974 - mmpose - INFO - Epoch [122][150/293]	lr: 1.271e-04, eta: 0:54:29, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7893, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:20:25,756 - mmpose - INFO - Epoch [122][200/293]	lr: 1.271e-04, eta: 0:54:23, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7919, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:20:32,523 - mmpose - INFO - Epoch [122][250/293]	lr: 1.271e-04, eta: 0:54:17, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7867, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:20:48,095 - mmpose - INFO - Epoch [123][50/293]	lr: 1.271e-04, eta: 0:54:04, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7926, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:20:54,879 - mmpose - INFO - Epoch [123][100/293]	lr: 1.271e-04, eta: 0:53:58, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7925, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:21:01,688 - mmpose - INFO - Epoch [123][150/293]	lr: 1.271e-04, eta: 0:53:52, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7904, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:21:08,462 - mmpose - INFO - Epoch [123][200/293]	lr: 1.271e-04, eta: 0:53:46, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7849, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:21:15,238 - mmpose - INFO - Epoch [123][250/293]	lr: 1.271e-04, eta: 0:53:40, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7930, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:21:30,847 - mmpose - INFO - Epoch [124][50/293]	lr: 1.271e-04, eta: 0:53:27, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7837, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:21:37,661 - mmpose - INFO - Epoch [124][100/293]	lr: 1.271e-04, eta: 0:53:21, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7839, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:21:44,436 - mmpose - INFO - Epoch [124][150/293]	lr: 1.271e-04, eta: 0:53:15, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7860, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:21:51,206 - mmpose - INFO - Epoch [124][200/293]	lr: 1.271e-04, eta: 0:53:09, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7884, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:21:57,983 - mmpose - INFO - Epoch [124][250/293]	lr: 1.271e-04, eta: 0:53:03, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7867, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:22:13,541 - mmpose - INFO - Epoch [125][50/293]	lr: 1.271e-04, eta: 0:52:50, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7869, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:22:20,371 - mmpose - INFO - Epoch [125][100/293]	lr: 1.271e-04, eta: 0:52:44, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7919, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:22:27,161 - mmpose - INFO - Epoch [125][150/293]	lr: 1.271e-04, eta: 0:52:38, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7842, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:22:33,932 - mmpose - INFO - Epoch [125][200/293]	lr: 1.271e-04, eta: 0:52:32, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7874, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:22:40,737 - mmpose - INFO - Epoch [125][250/293]	lr: 1.271e-04, eta: 0:52:26, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7870, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:22:56,338 - mmpose - INFO - Epoch [126][50/293]	lr: 1.271e-04, eta: 0:52:13, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7904, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:23:03,125 - mmpose - INFO - Epoch [126][100/293]	lr: 1.271e-04, eta: 0:52:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7868, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:23:09,899 - mmpose - INFO - Epoch [126][150/293]	lr: 1.271e-04, eta: 0:52:01, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7881, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:23:16,674 - mmpose - INFO - Epoch [126][200/293]	lr: 1.271e-04, eta: 0:51:55, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7991, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:23:23,443 - mmpose - INFO - Epoch [126][250/293]	lr: 1.271e-04, eta: 0:51:49, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7938, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:23:38,991 - mmpose - INFO - Epoch [127][50/293]	lr: 1.271e-04, eta: 0:51:36, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7948, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:23:45,794 - mmpose - INFO - Epoch [127][100/293]	lr: 1.271e-04, eta: 0:51:30, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7838, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:23:52,625 - mmpose - INFO - Epoch [127][150/293]	lr: 1.271e-04, eta: 0:51:24, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7879, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:23:59,405 - mmpose - INFO - Epoch [127][200/293]	lr: 1.271e-04, eta: 0:51:18, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7937, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:24:06,157 - mmpose - INFO - Epoch [127][250/293]	lr: 1.271e-04, eta: 0:51:12, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7919, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:24:21,698 - mmpose - INFO - Epoch [128][50/293]	lr: 1.271e-04, eta: 0:50:59, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7907, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:24:28,498 - mmpose - INFO - Epoch [128][100/293]	lr: 1.271e-04, eta: 0:50:53, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7900, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:24:35,273 - mmpose - INFO - Epoch [128][150/293]	lr: 1.271e-04, eta: 0:50:47, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7908, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:24:42,034 - mmpose - INFO - Epoch [128][200/293]	lr: 1.271e-04, eta: 0:50:41, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7813, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:24:48,799 - mmpose - INFO - Epoch [128][250/293]	lr: 1.271e-04, eta: 0:50:35, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7909, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:25:04,364 - mmpose - INFO - Epoch [129][50/293]	lr: 1.271e-04, eta: 0:50:22, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7903, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:25:11,169 - mmpose - INFO - Epoch [129][100/293]	lr: 1.271e-04, eta: 0:50:16, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7930, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:25:17,949 - mmpose - INFO - Epoch [129][150/293]	lr: 1.271e-04, eta: 0:50:10, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7898, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:25:24,710 - mmpose - INFO - Epoch [129][200/293]	lr: 1.271e-04, eta: 0:50:04, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7921, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:25:31,496 - mmpose - INFO - Epoch [129][250/293]	lr: 1.271e-04, eta: 0:49:58, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7823, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:25:47,083 - mmpose - INFO - Epoch [130][50/293]	lr: 1.271e-04, eta: 0:49:45, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7919, loss: 0.0007, grad_norm: 0.0012
2022-07-04 10:25:53,896 - mmpose - INFO - Epoch [130][100/293]	lr: 1.271e-04, eta: 0:49:39, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7792, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:26:00,703 - mmpose - INFO - Epoch [130][150/293]	lr: 1.271e-04, eta: 0:49:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7885, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:26:07,485 - mmpose - INFO - Epoch [130][200/293]	lr: 1.271e-04, eta: 0:49:27, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7881, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:26:14,237 - mmpose - INFO - Epoch [130][250/293]	lr: 1.271e-04, eta: 0:49:21, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7927, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:26:20,092 - mmpose - INFO - Saving checkpoint at 130 epochs
2022-07-04 10:27:40,085 - mmpose - INFO - Epoch(val) [130][407]	AP: 0.7053, AP .5: 0.8916, AP .75: 0.7856, AP (M): 0.6374, AP (L): 0.7248, AR: 0.7626, AR .5: 0.9309, AR .75: 0.8352, AR (M): 0.7227, AR (L): 0.8204
2022-07-04 10:27:49,613 - mmpose - INFO - Epoch [131][50/293]	lr: 1.271e-04, eta: 0:49:08, time: 0.190, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7924, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:27:56,416 - mmpose - INFO - Epoch [131][100/293]	lr: 1.271e-04, eta: 0:49:02, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7927, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:28:03,202 - mmpose - INFO - Epoch [131][150/293]	lr: 1.271e-04, eta: 0:48:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7854, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:28:10,002 - mmpose - INFO - Epoch [131][200/293]	lr: 1.271e-04, eta: 0:48:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7953, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:28:16,770 - mmpose - INFO - Epoch [131][250/293]	lr: 1.271e-04, eta: 0:48:44, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7952, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:28:32,299 - mmpose - INFO - Epoch [132][50/293]	lr: 1.271e-04, eta: 0:48:31, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7892, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:28:39,111 - mmpose - INFO - Epoch [132][100/293]	lr: 1.271e-04, eta: 0:48:25, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7943, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:28:45,927 - mmpose - INFO - Epoch [132][150/293]	lr: 1.271e-04, eta: 0:48:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7857, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:28:52,691 - mmpose - INFO - Epoch [132][200/293]	lr: 1.271e-04, eta: 0:48:13, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7883, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:28:59,437 - mmpose - INFO - Epoch [132][250/293]	lr: 1.271e-04, eta: 0:48:07, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7965, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:29:14,987 - mmpose - INFO - Epoch [133][50/293]	lr: 1.271e-04, eta: 0:47:54, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7855, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:29:21,802 - mmpose - INFO - Epoch [133][100/293]	lr: 1.271e-04, eta: 0:47:48, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7903, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:29:28,589 - mmpose - INFO - Epoch [133][150/293]	lr: 1.271e-04, eta: 0:47:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7912, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:29:35,372 - mmpose - INFO - Epoch [133][200/293]	lr: 1.271e-04, eta: 0:47:36, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7905, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:29:42,135 - mmpose - INFO - Epoch [133][250/293]	lr: 1.271e-04, eta: 0:47:30, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7798, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:29:57,652 - mmpose - INFO - Epoch [134][50/293]	lr: 1.271e-04, eta: 0:47:17, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7953, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:30:04,459 - mmpose - INFO - Epoch [134][100/293]	lr: 1.271e-04, eta: 0:47:11, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7861, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:30:11,231 - mmpose - INFO - Epoch [134][150/293]	lr: 1.271e-04, eta: 0:47:05, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7962, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:30:17,992 - mmpose - INFO - Epoch [134][200/293]	lr: 1.271e-04, eta: 0:46:59, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7960, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:30:24,786 - mmpose - INFO - Epoch [134][250/293]	lr: 1.271e-04, eta: 0:46:53, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7822, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:30:40,276 - mmpose - INFO - Epoch [135][50/293]	lr: 1.271e-04, eta: 0:46:40, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7933, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:30:47,076 - mmpose - INFO - Epoch [135][100/293]	lr: 1.271e-04, eta: 0:46:34, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7888, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:30:53,866 - mmpose - INFO - Epoch [135][150/293]	lr: 1.271e-04, eta: 0:46:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7861, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:31:00,642 - mmpose - INFO - Epoch [135][200/293]	lr: 1.271e-04, eta: 0:46:22, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7897, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:31:07,397 - mmpose - INFO - Epoch [135][250/293]	lr: 1.271e-04, eta: 0:46:16, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7969, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:31:23,007 - mmpose - INFO - Epoch [136][50/293]	lr: 1.271e-04, eta: 0:46:03, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7926, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:31:29,797 - mmpose - INFO - Epoch [136][100/293]	lr: 1.271e-04, eta: 0:45:57, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8004, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:31:36,574 - mmpose - INFO - Epoch [136][150/293]	lr: 1.271e-04, eta: 0:45:51, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7892, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:31:43,340 - mmpose - INFO - Epoch [136][200/293]	lr: 1.271e-04, eta: 0:45:45, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7839, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:31:50,105 - mmpose - INFO - Epoch [136][250/293]	lr: 1.271e-04, eta: 0:45:39, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7939, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:32:05,652 - mmpose - INFO - Epoch [137][50/293]	lr: 1.271e-04, eta: 0:45:26, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7927, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:32:12,437 - mmpose - INFO - Epoch [137][100/293]	lr: 1.271e-04, eta: 0:45:20, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7863, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:32:19,203 - mmpose - INFO - Epoch [137][150/293]	lr: 1.271e-04, eta: 0:45:14, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7862, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:32:25,953 - mmpose - INFO - Epoch [137][200/293]	lr: 1.271e-04, eta: 0:45:08, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7910, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:32:32,712 - mmpose - INFO - Epoch [137][250/293]	lr: 1.271e-04, eta: 0:45:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7900, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:32:48,279 - mmpose - INFO - Epoch [138][50/293]	lr: 1.271e-04, eta: 0:44:49, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7933, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:32:55,075 - mmpose - INFO - Epoch [138][100/293]	lr: 1.271e-04, eta: 0:44:43, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7934, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:33:01,870 - mmpose - INFO - Epoch [138][150/293]	lr: 1.271e-04, eta: 0:44:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7925, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:33:08,666 - mmpose - INFO - Epoch [138][200/293]	lr: 1.271e-04, eta: 0:44:31, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7936, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:33:15,463 - mmpose - INFO - Epoch [138][250/293]	lr: 1.271e-04, eta: 0:44:25, time: 0.136, data_time: 0.001, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7973, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:33:30,998 - mmpose - INFO - Epoch [139][50/293]	lr: 1.271e-04, eta: 0:44:12, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7918, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:33:37,803 - mmpose - INFO - Epoch [139][100/293]	lr: 1.271e-04, eta: 0:44:06, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7939, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:33:44,612 - mmpose - INFO - Epoch [139][150/293]	lr: 1.271e-04, eta: 0:44:00, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7956, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:33:51,396 - mmpose - INFO - Epoch [139][200/293]	lr: 1.271e-04, eta: 0:43:54, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7926, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:33:58,167 - mmpose - INFO - Epoch [139][250/293]	lr: 1.271e-04, eta: 0:43:48, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7931, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:34:13,753 - mmpose - INFO - Epoch [140][50/293]	lr: 1.271e-04, eta: 0:43:35, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7981, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:34:20,589 - mmpose - INFO - Epoch [140][100/293]	lr: 1.271e-04, eta: 0:43:29, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7907, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:34:27,366 - mmpose - INFO - Epoch [140][150/293]	lr: 1.271e-04, eta: 0:43:23, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7896, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:34:34,124 - mmpose - INFO - Epoch [140][200/293]	lr: 1.271e-04, eta: 0:43:17, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7930, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:34:40,872 - mmpose - INFO - Epoch [140][250/293]	lr: 1.271e-04, eta: 0:43:11, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7917, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:34:46,681 - mmpose - INFO - Saving checkpoint at 140 epochs
2022-07-04 10:36:05,793 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_140.pth.
2022-07-04 10:36:05,793 - mmpose - INFO - Best AP is 0.7098 at 140 epoch.
2022-07-04 10:36:05,800 - mmpose - INFO - Epoch(val) [140][407]	AP: 0.7098, AP .5: 0.8924, AP .75: 0.7880, AP (M): 0.6426, AP (L): 0.7270, AR: 0.7680, AR .5: 0.9326, AR .75: 0.8383, AR (M): 0.7295, AR (L): 0.8241
2022-07-04 10:36:15,364 - mmpose - INFO - Epoch [141][50/293]	lr: 1.271e-04, eta: 0:42:58, time: 0.191, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7904, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:36:22,180 - mmpose - INFO - Epoch [141][100/293]	lr: 1.271e-04, eta: 0:42:52, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7979, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:36:28,974 - mmpose - INFO - Epoch [141][150/293]	lr: 1.271e-04, eta: 0:42:46, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7789, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:36:35,764 - mmpose - INFO - Epoch [141][200/293]	lr: 1.271e-04, eta: 0:42:40, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7931, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:36:42,536 - mmpose - INFO - Epoch [141][250/293]	lr: 1.271e-04, eta: 0:42:34, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7881, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:36:58,082 - mmpose - INFO - Epoch [142][50/293]	lr: 1.271e-04, eta: 0:42:21, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7944, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:37:04,882 - mmpose - INFO - Epoch [142][100/293]	lr: 1.271e-04, eta: 0:42:15, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7854, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:37:11,700 - mmpose - INFO - Epoch [142][150/293]	lr: 1.271e-04, eta: 0:42:09, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7913, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:37:18,459 - mmpose - INFO - Epoch [142][200/293]	lr: 1.271e-04, eta: 0:42:03, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7907, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:37:25,218 - mmpose - INFO - Epoch [142][250/293]	lr: 1.271e-04, eta: 0:41:57, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7897, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:37:40,767 - mmpose - INFO - Epoch [143][50/293]	lr: 1.271e-04, eta: 0:41:44, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7972, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:37:47,560 - mmpose - INFO - Epoch [143][100/293]	lr: 1.271e-04, eta: 0:41:38, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7906, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:37:54,327 - mmpose - INFO - Epoch [143][150/293]	lr: 1.271e-04, eta: 0:41:32, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7923, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:38:01,078 - mmpose - INFO - Epoch [143][200/293]	lr: 1.271e-04, eta: 0:41:26, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7906, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:38:07,824 - mmpose - INFO - Epoch [143][250/293]	lr: 1.271e-04, eta: 0:41:20, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7950, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:38:23,424 - mmpose - INFO - Epoch [144][50/293]	lr: 1.271e-04, eta: 0:41:07, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7900, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:38:30,215 - mmpose - INFO - Epoch [144][100/293]	lr: 1.271e-04, eta: 0:41:01, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7902, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:38:37,007 - mmpose - INFO - Epoch [144][150/293]	lr: 1.271e-04, eta: 0:40:55, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7880, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:38:43,777 - mmpose - INFO - Epoch [144][200/293]	lr: 1.271e-04, eta: 0:40:49, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7844, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:38:50,560 - mmpose - INFO - Epoch [144][250/293]	lr: 1.271e-04, eta: 0:40:43, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7890, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:39:06,097 - mmpose - INFO - Epoch [145][50/293]	lr: 1.271e-04, eta: 0:40:30, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7930, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:39:12,906 - mmpose - INFO - Epoch [145][100/293]	lr: 1.271e-04, eta: 0:40:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7902, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:39:19,718 - mmpose - INFO - Epoch [145][150/293]	lr: 1.271e-04, eta: 0:40:18, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7923, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:39:26,509 - mmpose - INFO - Epoch [145][200/293]	lr: 1.271e-04, eta: 0:40:12, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7878, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:39:33,269 - mmpose - INFO - Epoch [145][250/293]	lr: 1.271e-04, eta: 0:40:06, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8019, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:39:48,822 - mmpose - INFO - Epoch [146][50/293]	lr: 1.271e-04, eta: 0:39:53, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7915, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:39:55,673 - mmpose - INFO - Epoch [146][100/293]	lr: 1.271e-04, eta: 0:39:47, time: 0.137, data_time: 0.001, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7902, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:40:02,471 - mmpose - INFO - Epoch [146][150/293]	lr: 1.271e-04, eta: 0:39:41, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7858, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:40:09,325 - mmpose - INFO - Epoch [146][200/293]	lr: 1.271e-04, eta: 0:39:35, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7928, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:40:16,089 - mmpose - INFO - Epoch [146][250/293]	lr: 1.271e-04, eta: 0:39:29, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7963, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:40:31,688 - mmpose - INFO - Epoch [147][50/293]	lr: 1.271e-04, eta: 0:39:16, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7991, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:40:38,509 - mmpose - INFO - Epoch [147][100/293]	lr: 1.271e-04, eta: 0:39:10, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7871, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:40:45,301 - mmpose - INFO - Epoch [147][150/293]	lr: 1.271e-04, eta: 0:39:04, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7950, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:40:52,071 - mmpose - INFO - Epoch [147][200/293]	lr: 1.271e-04, eta: 0:38:58, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7922, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:40:58,850 - mmpose - INFO - Epoch [147][250/293]	lr: 1.271e-04, eta: 0:38:52, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7846, loss: 0.0007, grad_norm: 0.0011
2022-07-04 10:41:14,415 - mmpose - INFO - Epoch [148][50/293]	lr: 1.271e-04, eta: 0:38:39, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7894, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:41:21,232 - mmpose - INFO - Epoch [148][100/293]	lr: 1.271e-04, eta: 0:38:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7931, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:41:28,024 - mmpose - INFO - Epoch [148][150/293]	lr: 1.271e-04, eta: 0:38:27, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7977, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:41:34,840 - mmpose - INFO - Epoch [148][200/293]	lr: 1.271e-04, eta: 0:38:21, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7933, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:41:41,599 - mmpose - INFO - Epoch [148][250/293]	lr: 1.271e-04, eta: 0:38:15, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7960, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:41:57,113 - mmpose - INFO - Epoch [149][50/293]	lr: 1.271e-04, eta: 0:38:03, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7873, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:42:03,910 - mmpose - INFO - Epoch [149][100/293]	lr: 1.271e-04, eta: 0:37:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8001, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:42:10,712 - mmpose - INFO - Epoch [149][150/293]	lr: 1.271e-04, eta: 0:37:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8021, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:42:17,481 - mmpose - INFO - Epoch [149][200/293]	lr: 1.271e-04, eta: 0:37:44, time: 0.136, data_time: 0.001, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7943, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:42:24,257 - mmpose - INFO - Epoch [149][250/293]	lr: 1.271e-04, eta: 0:37:38, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7991, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:42:39,857 - mmpose - INFO - Epoch [150][50/293]	lr: 1.271e-04, eta: 0:37:26, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7988, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:42:46,694 - mmpose - INFO - Epoch [150][100/293]	lr: 1.271e-04, eta: 0:37:19, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8007, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:42:53,528 - mmpose - INFO - Epoch [150][150/293]	lr: 1.271e-04, eta: 0:37:13, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7929, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:43:00,325 - mmpose - INFO - Epoch [150][200/293]	lr: 1.271e-04, eta: 0:37:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8023, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:43:07,091 - mmpose - INFO - Epoch [150][250/293]	lr: 1.271e-04, eta: 0:37:01, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7937, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:43:12,927 - mmpose - INFO - Saving checkpoint at 150 epochs
2022-07-04 10:44:31,961 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_150.pth.
2022-07-04 10:44:31,961 - mmpose - INFO - Best AP is 0.7106 at 150 epoch.
2022-07-04 10:44:31,969 - mmpose - INFO - Epoch(val) [150][407]	AP: 0.7106, AP .5: 0.8947, AP .75: 0.7886, AP (M): 0.6431, AP (L): 0.7282, AR: 0.7683, AR .5: 0.9350, AR .75: 0.8383, AR (M): 0.7293, AR (L): 0.8245
2022-07-04 10:44:41,459 - mmpose - INFO - Epoch [151][50/293]	lr: 1.271e-04, eta: 0:36:49, time: 0.190, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7956, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:44:48,252 - mmpose - INFO - Epoch [151][100/293]	lr: 1.271e-04, eta: 0:36:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8001, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:44:55,045 - mmpose - INFO - Epoch [151][150/293]	lr: 1.271e-04, eta: 0:36:36, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7957, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:45:01,820 - mmpose - INFO - Epoch [151][200/293]	lr: 1.271e-04, eta: 0:36:30, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7912, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:45:08,580 - mmpose - INFO - Epoch [151][250/293]	lr: 1.271e-04, eta: 0:36:24, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8000, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:45:24,108 - mmpose - INFO - Epoch [152][50/293]	lr: 1.271e-04, eta: 0:36:12, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.7965, loss: 0.0006, grad_norm: 0.0009
2022-07-04 10:45:30,917 - mmpose - INFO - Epoch [152][100/293]	lr: 1.271e-04, eta: 0:36:06, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7988, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:45:37,704 - mmpose - INFO - Epoch [152][150/293]	lr: 1.271e-04, eta: 0:35:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7993, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:45:44,467 - mmpose - INFO - Epoch [152][200/293]	lr: 1.271e-04, eta: 0:35:53, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7932, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:45:51,224 - mmpose - INFO - Epoch [152][250/293]	lr: 1.271e-04, eta: 0:35:47, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7999, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:46:06,782 - mmpose - INFO - Epoch [153][50/293]	lr: 1.271e-04, eta: 0:35:35, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8020, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:46:13,584 - mmpose - INFO - Epoch [153][100/293]	lr: 1.271e-04, eta: 0:35:29, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8022, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:46:20,358 - mmpose - INFO - Epoch [153][150/293]	lr: 1.271e-04, eta: 0:35:22, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7998, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:46:27,130 - mmpose - INFO - Epoch [153][200/293]	lr: 1.271e-04, eta: 0:35:16, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7975, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:46:33,918 - mmpose - INFO - Epoch [153][250/293]	lr: 1.271e-04, eta: 0:35:10, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7975, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:46:49,430 - mmpose - INFO - Epoch [154][50/293]	lr: 1.271e-04, eta: 0:34:58, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7944, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:46:56,227 - mmpose - INFO - Epoch [154][100/293]	lr: 1.271e-04, eta: 0:34:52, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7952, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:47:03,013 - mmpose - INFO - Epoch [154][150/293]	lr: 1.271e-04, eta: 0:34:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7876, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:47:09,815 - mmpose - INFO - Epoch [154][200/293]	lr: 1.271e-04, eta: 0:34:39, time: 0.136, data_time: 0.001, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7926, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:47:16,581 - mmpose - INFO - Epoch [154][250/293]	lr: 1.271e-04, eta: 0:34:33, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7910, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:47:32,157 - mmpose - INFO - Epoch [155][50/293]	lr: 1.271e-04, eta: 0:34:21, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8017, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:47:38,979 - mmpose - INFO - Epoch [155][100/293]	lr: 1.271e-04, eta: 0:34:15, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7977, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:47:45,763 - mmpose - INFO - Epoch [155][150/293]	lr: 1.271e-04, eta: 0:34:09, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8019, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:47:52,530 - mmpose - INFO - Epoch [155][200/293]	lr: 1.271e-04, eta: 0:34:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7950, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:47:59,301 - mmpose - INFO - Epoch [155][250/293]	lr: 1.271e-04, eta: 0:33:56, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7965, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:48:14,895 - mmpose - INFO - Epoch [156][50/293]	lr: 1.271e-04, eta: 0:33:44, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7929, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:48:21,684 - mmpose - INFO - Epoch [156][100/293]	lr: 1.271e-04, eta: 0:33:38, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7940, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:48:28,454 - mmpose - INFO - Epoch [156][150/293]	lr: 1.271e-04, eta: 0:33:32, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7918, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:48:35,226 - mmpose - INFO - Epoch [156][200/293]	lr: 1.271e-04, eta: 0:33:25, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7932, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:48:41,999 - mmpose - INFO - Epoch [156][250/293]	lr: 1.271e-04, eta: 0:33:19, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7875, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:48:57,513 - mmpose - INFO - Epoch [157][50/293]	lr: 1.271e-04, eta: 0:33:07, time: 0.193, data_time: 0.056, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8045, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:49:04,310 - mmpose - INFO - Epoch [157][100/293]	lr: 1.271e-04, eta: 0:33:01, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7984, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:49:11,078 - mmpose - INFO - Epoch [157][150/293]	lr: 1.271e-04, eta: 0:32:55, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7924, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:49:17,848 - mmpose - INFO - Epoch [157][200/293]	lr: 1.271e-04, eta: 0:32:48, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8030, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:49:24,636 - mmpose - INFO - Epoch [157][250/293]	lr: 1.271e-04, eta: 0:32:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7910, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:49:40,214 - mmpose - INFO - Epoch [158][50/293]	lr: 1.271e-04, eta: 0:32:30, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7963, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:49:47,008 - mmpose - INFO - Epoch [158][100/293]	lr: 1.271e-04, eta: 0:32:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7938, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:49:53,812 - mmpose - INFO - Epoch [158][150/293]	lr: 1.271e-04, eta: 0:32:18, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7935, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:50:00,590 - mmpose - INFO - Epoch [158][200/293]	lr: 1.271e-04, eta: 0:32:12, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8002, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:50:07,401 - mmpose - INFO - Epoch [158][250/293]	lr: 1.271e-04, eta: 0:32:05, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7906, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:50:22,952 - mmpose - INFO - Epoch [159][50/293]	lr: 1.271e-04, eta: 0:31:53, time: 0.194, data_time: 0.056, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7973, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:50:29,777 - mmpose - INFO - Epoch [159][100/293]	lr: 1.271e-04, eta: 0:31:47, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7943, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:50:36,541 - mmpose - INFO - Epoch [159][150/293]	lr: 1.271e-04, eta: 0:31:41, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7925, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:50:43,301 - mmpose - INFO - Epoch [159][200/293]	lr: 1.271e-04, eta: 0:31:35, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7972, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:50:50,051 - mmpose - INFO - Epoch [159][250/293]	lr: 1.271e-04, eta: 0:31:28, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7926, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:51:05,630 - mmpose - INFO - Epoch [160][50/293]	lr: 1.271e-04, eta: 0:31:16, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7938, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:51:12,428 - mmpose - INFO - Epoch [160][100/293]	lr: 1.271e-04, eta: 0:31:10, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7993, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:51:19,221 - mmpose - INFO - Epoch [160][150/293]	lr: 1.271e-04, eta: 0:31:04, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7975, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:51:26,000 - mmpose - INFO - Epoch [160][200/293]	lr: 1.271e-04, eta: 0:30:58, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7988, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:51:32,781 - mmpose - INFO - Epoch [160][250/293]	lr: 1.271e-04, eta: 0:30:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7870, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:51:38,596 - mmpose - INFO - Saving checkpoint at 160 epochs
2022-07-04 10:52:57,809 - mmpose - INFO - Epoch(val) [160][407]	AP: 0.7088, AP .5: 0.8918, AP .75: 0.7863, AP (M): 0.6402, AP (L): 0.7285, AR: 0.7665, AR .5: 0.9329, AR .75: 0.8360, AR (M): 0.7269, AR (L): 0.8236
2022-07-04 10:53:07,396 - mmpose - INFO - Epoch [161][50/293]	lr: 1.271e-04, eta: 0:30:39, time: 0.192, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8005, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:53:14,190 - mmpose - INFO - Epoch [161][100/293]	lr: 1.271e-04, eta: 0:30:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8005, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:53:20,957 - mmpose - INFO - Epoch [161][150/293]	lr: 1.271e-04, eta: 0:30:27, time: 0.135, data_time: 0.001, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7888, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:53:27,721 - mmpose - INFO - Epoch [161][200/293]	lr: 1.271e-04, eta: 0:30:21, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8001, loss: 0.0006, grad_norm: 0.0009
2022-07-04 10:53:34,489 - mmpose - INFO - Epoch [161][250/293]	lr: 1.271e-04, eta: 0:30:14, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7881, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:53:50,071 - mmpose - INFO - Epoch [162][50/293]	lr: 1.271e-04, eta: 0:30:02, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8044, loss: 0.0006, grad_norm: 0.0009
2022-07-04 10:53:56,861 - mmpose - INFO - Epoch [162][100/293]	lr: 1.271e-04, eta: 0:29:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.7943, loss: 0.0006, grad_norm: 0.0010
2022-07-04 10:54:03,640 - mmpose - INFO - Epoch [162][150/293]	lr: 1.271e-04, eta: 0:29:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7949, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:54:10,407 - mmpose - INFO - Epoch [162][200/293]	lr: 1.271e-04, eta: 0:29:44, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7900, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:54:17,174 - mmpose - INFO - Epoch [162][250/293]	lr: 1.271e-04, eta: 0:29:37, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7956, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:54:32,748 - mmpose - INFO - Epoch [163][50/293]	lr: 1.271e-04, eta: 0:29:25, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7970, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:54:39,525 - mmpose - INFO - Epoch [163][100/293]	lr: 1.271e-04, eta: 0:29:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7904, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:54:46,282 - mmpose - INFO - Epoch [163][150/293]	lr: 1.271e-04, eta: 0:29:13, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7921, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:54:53,079 - mmpose - INFO - Epoch [163][200/293]	lr: 1.271e-04, eta: 0:29:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7903, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:54:59,830 - mmpose - INFO - Epoch [163][250/293]	lr: 1.271e-04, eta: 0:29:01, time: 0.135, data_time: 0.001, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7961, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:55:15,354 - mmpose - INFO - Epoch [164][50/293]	lr: 1.271e-04, eta: 0:28:48, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7960, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:55:22,158 - mmpose - INFO - Epoch [164][100/293]	lr: 1.271e-04, eta: 0:28:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7965, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:55:28,956 - mmpose - INFO - Epoch [164][150/293]	lr: 1.271e-04, eta: 0:28:36, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7908, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:55:35,723 - mmpose - INFO - Epoch [164][200/293]	lr: 1.271e-04, eta: 0:28:30, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7962, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:55:42,504 - mmpose - INFO - Epoch [164][250/293]	lr: 1.271e-04, eta: 0:28:24, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8020, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:55:58,095 - mmpose - INFO - Epoch [165][50/293]	lr: 1.271e-04, eta: 0:28:11, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.7998, loss: 0.0006, grad_norm: 0.0009
2022-07-04 10:56:04,898 - mmpose - INFO - Epoch [165][100/293]	lr: 1.271e-04, eta: 0:28:05, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7967, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:56:11,687 - mmpose - INFO - Epoch [165][150/293]	lr: 1.271e-04, eta: 0:27:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8033, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:56:18,459 - mmpose - INFO - Epoch [165][200/293]	lr: 1.271e-04, eta: 0:27:53, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7921, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:56:25,215 - mmpose - INFO - Epoch [165][250/293]	lr: 1.271e-04, eta: 0:27:47, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8038, loss: 0.0006, grad_norm: 0.0009
2022-07-04 10:56:40,864 - mmpose - INFO - Epoch [166][50/293]	lr: 1.271e-04, eta: 0:27:34, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7964, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:56:47,687 - mmpose - INFO - Epoch [166][100/293]	lr: 1.271e-04, eta: 0:27:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.7981, loss: 0.0006, grad_norm: 0.0009
2022-07-04 10:56:54,469 - mmpose - INFO - Epoch [166][150/293]	lr: 1.271e-04, eta: 0:27:22, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7940, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:57:01,238 - mmpose - INFO - Epoch [166][200/293]	lr: 1.271e-04, eta: 0:27:16, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7930, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:57:08,055 - mmpose - INFO - Epoch [166][250/293]	lr: 1.271e-04, eta: 0:27:10, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8002, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:57:23,695 - mmpose - INFO - Epoch [167][50/293]	lr: 1.271e-04, eta: 0:26:57, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7998, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:57:30,502 - mmpose - INFO - Epoch [167][100/293]	lr: 1.271e-04, eta: 0:26:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7991, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:57:37,301 - mmpose - INFO - Epoch [167][150/293]	lr: 1.271e-04, eta: 0:26:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7931, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:57:44,081 - mmpose - INFO - Epoch [167][200/293]	lr: 1.271e-04, eta: 0:26:39, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8040, loss: 0.0006, grad_norm: 0.0010
2022-07-04 10:57:50,839 - mmpose - INFO - Epoch [167][250/293]	lr: 1.271e-04, eta: 0:26:33, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7954, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:58:06,431 - mmpose - INFO - Epoch [168][50/293]	lr: 1.271e-04, eta: 0:26:21, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8010, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:58:13,249 - mmpose - INFO - Epoch [168][100/293]	lr: 1.271e-04, eta: 0:26:14, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.7979, loss: 0.0006, grad_norm: 0.0010
2022-07-04 10:58:20,018 - mmpose - INFO - Epoch [168][150/293]	lr: 1.271e-04, eta: 0:26:08, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7959, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:58:26,774 - mmpose - INFO - Epoch [168][200/293]	lr: 1.271e-04, eta: 0:26:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7938, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:58:33,535 - mmpose - INFO - Epoch [168][250/293]	lr: 1.271e-04, eta: 0:25:56, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8025, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:58:49,145 - mmpose - INFO - Epoch [169][50/293]	lr: 1.271e-04, eta: 0:25:44, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8069, loss: 0.0006, grad_norm: 0.0009
2022-07-04 10:58:55,931 - mmpose - INFO - Epoch [169][100/293]	lr: 1.271e-04, eta: 0:25:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7895, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:59:02,714 - mmpose - INFO - Epoch [169][150/293]	lr: 1.271e-04, eta: 0:25:31, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7989, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:59:09,479 - mmpose - INFO - Epoch [169][200/293]	lr: 1.271e-04, eta: 0:25:25, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7977, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:59:16,273 - mmpose - INFO - Epoch [169][250/293]	lr: 1.271e-04, eta: 0:25:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8020, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:59:31,861 - mmpose - INFO - Epoch [170][50/293]	lr: 1.271e-04, eta: 0:25:07, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.8015, loss: 0.0007, grad_norm: 0.0009
2022-07-04 10:59:38,666 - mmpose - INFO - Epoch [170][100/293]	lr: 1.271e-04, eta: 0:25:01, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.7920, loss: 0.0006, grad_norm: 0.0009
2022-07-04 10:59:45,439 - mmpose - INFO - Epoch [170][150/293]	lr: 1.271e-04, eta: 0:24:54, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.7915, loss: 0.0006, grad_norm: 0.0009
2022-07-04 10:59:52,245 - mmpose - INFO - Epoch [170][200/293]	lr: 1.271e-04, eta: 0:24:48, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0007, acc_pose: 0.7997, loss: 0.0007, grad_norm: 0.0010
2022-07-04 10:59:59,013 - mmpose - INFO - Epoch [170][250/293]	lr: 1.271e-04, eta: 0:24:42, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.7998, loss: 0.0006, grad_norm: 0.0009
2022-07-04 11:00:04,851 - mmpose - INFO - Saving checkpoint at 170 epochs
2022-07-04 11:01:24,586 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_170.pth.
2022-07-04 11:01:24,586 - mmpose - INFO - Best AP is 0.7141 at 170 epoch.
2022-07-04 11:01:24,594 - mmpose - INFO - Epoch(val) [170][407]	AP: 0.7141, AP .5: 0.8953, AP .75: 0.7917, AP (M): 0.6468, AP (L): 0.7339, AR: 0.7707, AR .5: 0.9350, AR .75: 0.8394, AR (M): 0.7310, AR (L): 0.8280
2022-07-04 11:01:34,176 - mmpose - INFO - Epoch [171][50/293]	lr: 1.271e-05, eta: 0:24:30, time: 0.192, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8061, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:01:40,966 - mmpose - INFO - Epoch [171][100/293]	lr: 1.271e-05, eta: 0:24:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8071, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:01:47,754 - mmpose - INFO - Epoch [171][150/293]	lr: 1.271e-05, eta: 0:24:17, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8116, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:01:54,498 - mmpose - INFO - Epoch [171][200/293]	lr: 1.271e-05, eta: 0:24:11, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8141, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:02:01,257 - mmpose - INFO - Epoch [171][250/293]	lr: 1.271e-05, eta: 0:24:05, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8145, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:02:16,874 - mmpose - INFO - Epoch [172][50/293]	lr: 1.271e-05, eta: 0:23:53, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8162, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:02:23,670 - mmpose - INFO - Epoch [172][100/293]	lr: 1.271e-05, eta: 0:23:47, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8069, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:02:30,427 - mmpose - INFO - Epoch [172][150/293]	lr: 1.271e-05, eta: 0:23:40, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8117, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:02:37,218 - mmpose - INFO - Epoch [172][200/293]	lr: 1.271e-05, eta: 0:23:34, time: 0.136, data_time: 0.001, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8192, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:02:43,975 - mmpose - INFO - Epoch [172][250/293]	lr: 1.271e-05, eta: 0:23:28, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8172, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:02:59,510 - mmpose - INFO - Epoch [173][50/293]	lr: 1.271e-05, eta: 0:23:16, time: 0.195, data_time: 0.056, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8133, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:03:06,302 - mmpose - INFO - Epoch [173][100/293]	lr: 1.271e-05, eta: 0:23:10, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8213, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:03:13,097 - mmpose - INFO - Epoch [173][150/293]	lr: 1.271e-05, eta: 0:23:04, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8189, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:03:19,866 - mmpose - INFO - Epoch [173][200/293]	lr: 1.271e-05, eta: 0:22:57, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8193, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:03:26,630 - mmpose - INFO - Epoch [173][250/293]	lr: 1.271e-05, eta: 0:22:51, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8214, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:03:42,269 - mmpose - INFO - Epoch [174][50/293]	lr: 1.271e-05, eta: 0:22:39, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8221, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:03:49,056 - mmpose - INFO - Epoch [174][100/293]	lr: 1.271e-05, eta: 0:22:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8160, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:03:55,827 - mmpose - INFO - Epoch [174][150/293]	lr: 1.271e-05, eta: 0:22:27, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8220, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:04:02,596 - mmpose - INFO - Epoch [174][200/293]	lr: 1.271e-05, eta: 0:22:20, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8235, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:04:09,355 - mmpose - INFO - Epoch [174][250/293]	lr: 1.271e-05, eta: 0:22:14, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8125, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:04:25,000 - mmpose - INFO - Epoch [175][50/293]	lr: 1.271e-05, eta: 0:22:02, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8207, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:04:31,814 - mmpose - INFO - Epoch [175][100/293]	lr: 1.271e-05, eta: 0:21:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8227, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:04:38,595 - mmpose - INFO - Epoch [175][150/293]	lr: 1.271e-05, eta: 0:21:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8237, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:04:45,360 - mmpose - INFO - Epoch [175][200/293]	lr: 1.271e-05, eta: 0:21:43, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8228, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:04:52,131 - mmpose - INFO - Epoch [175][250/293]	lr: 1.271e-05, eta: 0:21:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8292, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:05:07,698 - mmpose - INFO - Epoch [176][50/293]	lr: 1.271e-05, eta: 0:21:25, time: 0.194, data_time: 0.056, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8214, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:05:14,511 - mmpose - INFO - Epoch [176][100/293]	lr: 1.271e-05, eta: 0:21:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8210, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:05:21,278 - mmpose - INFO - Epoch [176][150/293]	lr: 1.271e-05, eta: 0:21:13, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8194, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:05:28,074 - mmpose - INFO - Epoch [176][200/293]	lr: 1.271e-05, eta: 0:21:07, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8161, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:05:34,870 - mmpose - INFO - Epoch [176][250/293]	lr: 1.271e-05, eta: 0:21:00, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8204, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:05:50,478 - mmpose - INFO - Epoch [177][50/293]	lr: 1.271e-05, eta: 0:20:48, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8239, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:05:57,245 - mmpose - INFO - Epoch [177][100/293]	lr: 1.271e-05, eta: 0:20:42, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8186, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:06:04,007 - mmpose - INFO - Epoch [177][150/293]	lr: 1.271e-05, eta: 0:20:36, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8197, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:06:10,759 - mmpose - INFO - Epoch [177][200/293]	lr: 1.271e-05, eta: 0:20:30, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8239, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:06:17,502 - mmpose - INFO - Epoch [177][250/293]	lr: 1.271e-05, eta: 0:20:23, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8233, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:06:33,078 - mmpose - INFO - Epoch [178][50/293]	lr: 1.271e-05, eta: 0:20:11, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8279, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:06:39,845 - mmpose - INFO - Epoch [178][100/293]	lr: 1.271e-05, eta: 0:20:05, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8226, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:06:46,622 - mmpose - INFO - Epoch [178][150/293]	lr: 1.271e-05, eta: 0:19:59, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8301, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:06:53,382 - mmpose - INFO - Epoch [178][200/293]	lr: 1.271e-05, eta: 0:19:53, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8240, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:07:00,113 - mmpose - INFO - Epoch [178][250/293]	lr: 1.271e-05, eta: 0:19:46, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8325, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:07:15,705 - mmpose - INFO - Epoch [179][50/293]	lr: 1.271e-05, eta: 0:19:34, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8215, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:07:22,506 - mmpose - INFO - Epoch [179][100/293]	lr: 1.271e-05, eta: 0:19:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8262, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:07:29,277 - mmpose - INFO - Epoch [179][150/293]	lr: 1.271e-05, eta: 0:19:22, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8211, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:07:36,024 - mmpose - INFO - Epoch [179][200/293]	lr: 1.271e-05, eta: 0:19:16, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8336, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:07:42,799 - mmpose - INFO - Epoch [179][250/293]	lr: 1.271e-05, eta: 0:19:09, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8316, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:07:58,351 - mmpose - INFO - Epoch [180][50/293]	lr: 1.271e-05, eta: 0:18:57, time: 0.194, data_time: 0.054, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8281, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:08:05,161 - mmpose - INFO - Epoch [180][100/293]	lr: 1.271e-05, eta: 0:18:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8288, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:08:11,927 - mmpose - INFO - Epoch [180][150/293]	lr: 1.271e-05, eta: 0:18:45, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8232, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:08:18,698 - mmpose - INFO - Epoch [180][200/293]	lr: 1.271e-05, eta: 0:18:39, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8306, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:08:25,450 - mmpose - INFO - Epoch [180][250/293]	lr: 1.271e-05, eta: 0:18:33, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8274, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:08:31,286 - mmpose - INFO - Saving checkpoint at 180 epochs
2022-07-04 11:09:50,155 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_180.pth.
2022-07-04 11:09:50,155 - mmpose - INFO - Best AP is 0.7314 at 180 epoch.
2022-07-04 11:09:50,163 - mmpose - INFO - Epoch(val) [180][407]	AP: 0.7314, AP .5: 0.8998, AP .75: 0.8074, AP (M): 0.6651, AP (L): 0.7505, AR: 0.7855, AR .5: 0.9392, AR .75: 0.8517, AR (M): 0.7479, AR (L): 0.8403
2022-07-04 11:09:59,715 - mmpose - INFO - Epoch [181][50/293]	lr: 1.271e-05, eta: 0:18:20, time: 0.191, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8261, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:10:06,539 - mmpose - INFO - Epoch [181][100/293]	lr: 1.271e-05, eta: 0:18:14, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8312, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:10:13,333 - mmpose - INFO - Epoch [181][150/293]	lr: 1.271e-05, eta: 0:18:08, time: 0.136, data_time: 0.001, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8269, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:10:20,105 - mmpose - INFO - Epoch [181][200/293]	lr: 1.271e-05, eta: 0:18:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8245, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:10:26,905 - mmpose - INFO - Epoch [181][250/293]	lr: 1.271e-05, eta: 0:17:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8266, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:10:42,503 - mmpose - INFO - Epoch [182][50/293]	lr: 1.271e-05, eta: 0:17:44, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8283, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:10:49,254 - mmpose - INFO - Epoch [182][100/293]	lr: 1.271e-05, eta: 0:17:37, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8276, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:10:56,009 - mmpose - INFO - Epoch [182][150/293]	lr: 1.271e-05, eta: 0:17:31, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8262, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:11:02,807 - mmpose - INFO - Epoch [182][200/293]	lr: 1.271e-05, eta: 0:17:25, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8289, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:11:09,546 - mmpose - INFO - Epoch [182][250/293]	lr: 1.271e-05, eta: 0:17:19, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8280, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:11:25,105 - mmpose - INFO - Epoch [183][50/293]	lr: 1.271e-05, eta: 0:17:07, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8269, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:11:31,907 - mmpose - INFO - Epoch [183][100/293]	lr: 1.271e-05, eta: 0:17:00, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8249, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:11:38,698 - mmpose - INFO - Epoch [183][150/293]	lr: 1.271e-05, eta: 0:16:54, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8239, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:11:45,470 - mmpose - INFO - Epoch [183][200/293]	lr: 1.271e-05, eta: 0:16:48, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8278, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:11:52,228 - mmpose - INFO - Epoch [183][250/293]	lr: 1.271e-05, eta: 0:16:42, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8270, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:12:07,810 - mmpose - INFO - Epoch [184][50/293]	lr: 1.271e-05, eta: 0:16:30, time: 0.195, data_time: 0.054, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8275, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:12:14,611 - mmpose - INFO - Epoch [184][100/293]	lr: 1.271e-05, eta: 0:16:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8317, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:12:21,392 - mmpose - INFO - Epoch [184][150/293]	lr: 1.271e-05, eta: 0:16:17, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8236, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:12:28,172 - mmpose - INFO - Epoch [184][200/293]	lr: 1.271e-05, eta: 0:16:11, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8203, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:12:34,952 - mmpose - INFO - Epoch [184][250/293]	lr: 1.271e-05, eta: 0:16:05, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8280, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:12:50,476 - mmpose - INFO - Epoch [185][50/293]	lr: 1.271e-05, eta: 0:15:53, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8334, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:12:57,270 - mmpose - INFO - Epoch [185][100/293]	lr: 1.271e-05, eta: 0:15:47, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8323, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:13:04,052 - mmpose - INFO - Epoch [185][150/293]	lr: 1.271e-05, eta: 0:15:40, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8342, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:13:10,849 - mmpose - INFO - Epoch [185][200/293]	lr: 1.271e-05, eta: 0:15:34, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8288, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:13:17,609 - mmpose - INFO - Epoch [185][250/293]	lr: 1.271e-05, eta: 0:15:28, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8299, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:13:33,162 - mmpose - INFO - Epoch [186][50/293]	lr: 1.271e-05, eta: 0:15:16, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8250, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:13:39,969 - mmpose - INFO - Epoch [186][100/293]	lr: 1.271e-05, eta: 0:15:10, time: 0.136, data_time: 0.001, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8250, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:13:46,777 - mmpose - INFO - Epoch [186][150/293]	lr: 1.271e-05, eta: 0:15:03, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8323, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:13:53,535 - mmpose - INFO - Epoch [186][200/293]	lr: 1.271e-05, eta: 0:14:57, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8300, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:14:00,281 - mmpose - INFO - Epoch [186][250/293]	lr: 1.271e-05, eta: 0:14:51, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8347, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:14:15,909 - mmpose - INFO - Epoch [187][50/293]	lr: 1.271e-05, eta: 0:14:39, time: 0.196, data_time: 0.054, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8391, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:14:22,704 - mmpose - INFO - Epoch [187][100/293]	lr: 1.271e-05, eta: 0:14:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8282, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:14:29,486 - mmpose - INFO - Epoch [187][150/293]	lr: 1.271e-05, eta: 0:14:27, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8267, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:14:36,258 - mmpose - INFO - Epoch [187][200/293]	lr: 1.271e-05, eta: 0:14:20, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8257, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:14:43,028 - mmpose - INFO - Epoch [187][250/293]	lr: 1.271e-05, eta: 0:14:14, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8308, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:14:58,573 - mmpose - INFO - Epoch [188][50/293]	lr: 1.271e-05, eta: 0:14:02, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8303, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:15:05,366 - mmpose - INFO - Epoch [188][100/293]	lr: 1.271e-05, eta: 0:13:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8318, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:15:12,142 - mmpose - INFO - Epoch [188][150/293]	lr: 1.271e-05, eta: 0:13:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8279, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:15:18,913 - mmpose - INFO - Epoch [188][200/293]	lr: 1.271e-05, eta: 0:13:43, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8315, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:15:25,705 - mmpose - INFO - Epoch [188][250/293]	lr: 1.271e-05, eta: 0:13:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8367, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:15:41,258 - mmpose - INFO - Epoch [189][50/293]	lr: 1.271e-05, eta: 0:13:25, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8325, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:15:48,051 - mmpose - INFO - Epoch [189][100/293]	lr: 1.271e-05, eta: 0:13:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8363, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:15:54,806 - mmpose - INFO - Epoch [189][150/293]	lr: 1.271e-05, eta: 0:13:13, time: 0.135, data_time: 0.001, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8289, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:16:01,599 - mmpose - INFO - Epoch [189][200/293]	lr: 1.271e-05, eta: 0:13:06, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8286, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:16:08,366 - mmpose - INFO - Epoch [189][250/293]	lr: 1.271e-05, eta: 0:13:00, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8410, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:16:23,938 - mmpose - INFO - Epoch [190][50/293]	lr: 1.271e-05, eta: 0:12:48, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8331, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:16:30,733 - mmpose - INFO - Epoch [190][100/293]	lr: 1.271e-05, eta: 0:12:42, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8320, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:16:37,519 - mmpose - INFO - Epoch [190][150/293]	lr: 1.271e-05, eta: 0:12:36, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8285, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:16:44,267 - mmpose - INFO - Epoch [190][200/293]	lr: 1.271e-05, eta: 0:12:30, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8347, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:16:50,996 - mmpose - INFO - Epoch [190][250/293]	lr: 1.271e-05, eta: 0:12:23, time: 0.134, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8301, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:16:56,794 - mmpose - INFO - Saving checkpoint at 190 epochs
2022-07-04 11:18:16,144 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_190.pth.
2022-07-04 11:18:16,145 - mmpose - INFO - Best AP is 0.7339 at 190 epoch.
2022-07-04 11:18:16,152 - mmpose - INFO - Epoch(val) [190][407]	AP: 0.7339, AP .5: 0.8994, AP .75: 0.8109, AP (M): 0.6674, AP (L): 0.7539, AR: 0.7881, AR .5: 0.9384, AR .75: 0.8566, AR (M): 0.7502, AR (L): 0.8436
2022-07-04 11:18:25,699 - mmpose - INFO - Epoch [191][50/293]	lr: 1.271e-05, eta: 0:12:11, time: 0.191, data_time: 0.054, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8311, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:18:32,506 - mmpose - INFO - Epoch [191][100/293]	lr: 1.271e-05, eta: 0:12:05, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8332, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:18:39,289 - mmpose - INFO - Epoch [191][150/293]	lr: 1.271e-05, eta: 0:11:59, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8353, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:18:46,087 - mmpose - INFO - Epoch [191][200/293]	lr: 1.271e-05, eta: 0:11:53, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8326, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:18:52,842 - mmpose - INFO - Epoch [191][250/293]	lr: 1.271e-05, eta: 0:11:46, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8299, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:19:08,431 - mmpose - INFO - Epoch [192][50/293]	lr: 1.271e-05, eta: 0:11:34, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8323, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:19:15,203 - mmpose - INFO - Epoch [192][100/293]	lr: 1.271e-05, eta: 0:11:28, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8293, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:19:21,995 - mmpose - INFO - Epoch [192][150/293]	lr: 1.271e-05, eta: 0:11:22, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8309, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:19:28,743 - mmpose - INFO - Epoch [192][200/293]	lr: 1.271e-05, eta: 0:11:16, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8291, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:19:35,476 - mmpose - INFO - Epoch [192][250/293]	lr: 1.271e-05, eta: 0:11:09, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8391, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:19:51,053 - mmpose - INFO - Epoch [193][50/293]	lr: 1.271e-05, eta: 0:10:57, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8343, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:19:57,859 - mmpose - INFO - Epoch [193][100/293]	lr: 1.271e-05, eta: 0:10:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8323, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:20:04,641 - mmpose - INFO - Epoch [193][150/293]	lr: 1.271e-05, eta: 0:10:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8344, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:20:11,467 - mmpose - INFO - Epoch [193][200/293]	lr: 1.271e-05, eta: 0:10:39, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8271, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:20:18,238 - mmpose - INFO - Epoch [193][250/293]	lr: 1.271e-05, eta: 0:10:32, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8291, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:20:33,821 - mmpose - INFO - Epoch [194][50/293]	lr: 1.271e-05, eta: 0:10:21, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8371, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:20:40,608 - mmpose - INFO - Epoch [194][100/293]	lr: 1.271e-05, eta: 0:10:14, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8315, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:20:47,391 - mmpose - INFO - Epoch [194][150/293]	lr: 1.271e-05, eta: 0:10:08, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8308, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:20:54,150 - mmpose - INFO - Epoch [194][200/293]	lr: 1.271e-05, eta: 0:10:02, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8350, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:21:00,923 - mmpose - INFO - Epoch [194][250/293]	lr: 1.271e-05, eta: 0:09:56, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8366, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:21:16,498 - mmpose - INFO - Epoch [195][50/293]	lr: 1.271e-05, eta: 0:09:44, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8321, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:21:23,283 - mmpose - INFO - Epoch [195][100/293]	lr: 1.271e-05, eta: 0:09:37, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8305, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:21:30,090 - mmpose - INFO - Epoch [195][150/293]	lr: 1.271e-05, eta: 0:09:31, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8381, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:21:36,895 - mmpose - INFO - Epoch [195][200/293]	lr: 1.271e-05, eta: 0:09:25, time: 0.136, data_time: 0.001, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8336, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:21:43,656 - mmpose - INFO - Epoch [195][250/293]	lr: 1.271e-05, eta: 0:09:19, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8365, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:21:59,169 - mmpose - INFO - Epoch [196][50/293]	lr: 1.271e-05, eta: 0:09:07, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8310, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:22:05,950 - mmpose - INFO - Epoch [196][100/293]	lr: 1.271e-05, eta: 0:09:01, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8426, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:22:12,704 - mmpose - INFO - Epoch [196][150/293]	lr: 1.271e-05, eta: 0:08:54, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8261, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:22:19,445 - mmpose - INFO - Epoch [196][200/293]	lr: 1.271e-05, eta: 0:08:48, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8379, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:22:26,180 - mmpose - INFO - Epoch [196][250/293]	lr: 1.271e-05, eta: 0:08:42, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8310, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:22:41,730 - mmpose - INFO - Epoch [197][50/293]	lr: 1.271e-05, eta: 0:08:30, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8357, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:22:48,520 - mmpose - INFO - Epoch [197][100/293]	lr: 1.271e-05, eta: 0:08:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8364, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:22:55,299 - mmpose - INFO - Epoch [197][150/293]	lr: 1.271e-05, eta: 0:08:17, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8247, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:23:02,060 - mmpose - INFO - Epoch [197][200/293]	lr: 1.271e-05, eta: 0:08:11, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8284, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:23:08,817 - mmpose - INFO - Epoch [197][250/293]	lr: 1.271e-05, eta: 0:08:05, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8321, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:23:24,380 - mmpose - INFO - Epoch [198][50/293]	lr: 1.271e-05, eta: 0:07:53, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8353, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:23:31,186 - mmpose - INFO - Epoch [198][100/293]	lr: 1.271e-05, eta: 0:07:47, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8327, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:23:37,978 - mmpose - INFO - Epoch [198][150/293]	lr: 1.271e-05, eta: 0:07:40, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8309, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:23:44,788 - mmpose - INFO - Epoch [198][200/293]	lr: 1.271e-05, eta: 0:07:34, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8310, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:23:51,567 - mmpose - INFO - Epoch [198][250/293]	lr: 1.271e-05, eta: 0:07:28, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8372, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:24:07,127 - mmpose - INFO - Epoch [199][50/293]	lr: 1.271e-05, eta: 0:07:16, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8360, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:24:13,933 - mmpose - INFO - Epoch [199][100/293]	lr: 1.271e-05, eta: 0:07:10, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8364, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:24:20,719 - mmpose - INFO - Epoch [199][150/293]	lr: 1.271e-05, eta: 0:07:03, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8319, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:24:27,491 - mmpose - INFO - Epoch [199][200/293]	lr: 1.271e-05, eta: 0:06:57, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8319, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:24:34,254 - mmpose - INFO - Epoch [199][250/293]	lr: 1.271e-05, eta: 0:06:51, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8373, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:24:49,803 - mmpose - INFO - Epoch [200][50/293]	lr: 1.271e-05, eta: 0:06:39, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8369, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:24:56,588 - mmpose - INFO - Epoch [200][100/293]	lr: 1.271e-05, eta: 0:06:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8319, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:25:03,373 - mmpose - INFO - Epoch [200][150/293]	lr: 1.271e-05, eta: 0:06:27, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8253, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:25:10,156 - mmpose - INFO - Epoch [200][200/293]	lr: 1.271e-05, eta: 0:06:20, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8371, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:25:16,926 - mmpose - INFO - Epoch [200][250/293]	lr: 1.271e-05, eta: 0:06:14, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8331, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:25:22,792 - mmpose - INFO - Saving checkpoint at 200 epochs
2022-07-04 11:26:41,922 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_200.pth.
2022-07-04 11:26:41,922 - mmpose - INFO - Best AP is 0.7369 at 200 epoch.
2022-07-04 11:26:41,931 - mmpose - INFO - Epoch(val) [200][407]	AP: 0.7369, AP .5: 0.9021, AP .75: 0.8156, AP (M): 0.6694, AP (L): 0.7573, AR: 0.7911, AR .5: 0.9400, AR .75: 0.8607, AR (M): 0.7523, AR (L): 0.8472
2022-07-04 11:26:51,477 - mmpose - INFO - Epoch [201][50/293]	lr: 1.271e-06, eta: 0:06:02, time: 0.191, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8349, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:26:58,271 - mmpose - INFO - Epoch [201][100/293]	lr: 1.271e-06, eta: 0:05:56, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8303, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:27:05,066 - mmpose - INFO - Epoch [201][150/293]	lr: 1.271e-06, eta: 0:05:50, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8338, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:27:11,829 - mmpose - INFO - Epoch [201][200/293]	lr: 1.271e-06, eta: 0:05:43, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8406, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:27:18,604 - mmpose - INFO - Epoch [201][250/293]	lr: 1.271e-06, eta: 0:05:37, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8346, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:27:34,211 - mmpose - INFO - Epoch [202][50/293]	lr: 1.271e-06, eta: 0:05:25, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8315, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:27:41,026 - mmpose - INFO - Epoch [202][100/293]	lr: 1.271e-06, eta: 0:05:19, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8379, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:27:47,797 - mmpose - INFO - Epoch [202][150/293]	lr: 1.271e-06, eta: 0:05:13, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8369, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:27:54,554 - mmpose - INFO - Epoch [202][200/293]	lr: 1.271e-06, eta: 0:05:06, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8378, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:28:01,303 - mmpose - INFO - Epoch [202][250/293]	lr: 1.271e-06, eta: 0:05:00, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8421, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:28:16,909 - mmpose - INFO - Epoch [203][50/293]	lr: 1.271e-06, eta: 0:04:48, time: 0.194, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8330, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:28:23,730 - mmpose - INFO - Epoch [203][100/293]	lr: 1.271e-06, eta: 0:04:42, time: 0.137, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8413, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:28:30,521 - mmpose - INFO - Epoch [203][150/293]	lr: 1.271e-06, eta: 0:04:36, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8346, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:28:37,306 - mmpose - INFO - Epoch [203][200/293]	lr: 1.271e-06, eta: 0:04:30, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8333, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:28:44,116 - mmpose - INFO - Epoch [203][250/293]	lr: 1.271e-06, eta: 0:04:23, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8331, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:28:59,622 - mmpose - INFO - Epoch [204][50/293]	lr: 1.271e-06, eta: 0:04:12, time: 0.193, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8342, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:29:06,423 - mmpose - INFO - Epoch [204][100/293]	lr: 1.271e-06, eta: 0:04:05, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8375, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:29:13,196 - mmpose - INFO - Epoch [204][150/293]	lr: 1.271e-06, eta: 0:03:59, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8341, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:29:19,958 - mmpose - INFO - Epoch [204][200/293]	lr: 1.271e-06, eta: 0:03:53, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8337, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:29:26,723 - mmpose - INFO - Epoch [204][250/293]	lr: 1.271e-06, eta: 0:03:46, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8353, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:29:42,299 - mmpose - INFO - Epoch [205][50/293]	lr: 1.271e-06, eta: 0:03:35, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8444, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:29:49,125 - mmpose - INFO - Epoch [205][100/293]	lr: 1.271e-06, eta: 0:03:28, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8350, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:29:55,910 - mmpose - INFO - Epoch [205][150/293]	lr: 1.271e-06, eta: 0:03:22, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8388, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:30:02,690 - mmpose - INFO - Epoch [205][200/293]	lr: 1.271e-06, eta: 0:03:16, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0005, acc_pose: 0.8448, loss: 0.0005, grad_norm: 0.0007
2022-07-04 11:30:09,459 - mmpose - INFO - Epoch [205][250/293]	lr: 1.271e-06, eta: 0:03:09, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8377, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:30:25,039 - mmpose - INFO - Epoch [206][50/293]	lr: 1.271e-06, eta: 0:02:58, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8346, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:30:31,830 - mmpose - INFO - Epoch [206][100/293]	lr: 1.271e-06, eta: 0:02:51, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8351, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:30:38,607 - mmpose - INFO - Epoch [206][150/293]	lr: 1.271e-06, eta: 0:02:45, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0005, acc_pose: 0.8325, loss: 0.0005, grad_norm: 0.0007
2022-07-04 11:30:45,395 - mmpose - INFO - Epoch [206][200/293]	lr: 1.271e-06, eta: 0:02:39, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8408, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:30:52,168 - mmpose - INFO - Epoch [206][250/293]	lr: 1.271e-06, eta: 0:02:33, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8407, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:31:07,808 - mmpose - INFO - Epoch [207][50/293]	lr: 1.271e-06, eta: 0:02:21, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8388, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:31:14,603 - mmpose - INFO - Epoch [207][100/293]	lr: 1.271e-06, eta: 0:02:15, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8340, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:31:21,384 - mmpose - INFO - Epoch [207][150/293]	lr: 1.271e-06, eta: 0:02:08, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8383, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:31:28,176 - mmpose - INFO - Epoch [207][200/293]	lr: 1.271e-06, eta: 0:02:02, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8374, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:31:34,943 - mmpose - INFO - Epoch [207][250/293]	lr: 1.271e-06, eta: 0:01:56, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8391, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:31:50,533 - mmpose - INFO - Epoch [208][50/293]	lr: 1.271e-06, eta: 0:01:44, time: 0.196, data_time: 0.056, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8357, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:31:57,330 - mmpose - INFO - Epoch [208][100/293]	lr: 1.271e-06, eta: 0:01:38, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8383, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:32:04,148 - mmpose - INFO - Epoch [208][150/293]	lr: 1.271e-06, eta: 0:01:31, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8376, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:32:10,885 - mmpose - INFO - Epoch [208][200/293]	lr: 1.271e-06, eta: 0:01:25, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8369, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:32:17,628 - mmpose - INFO - Epoch [208][250/293]	lr: 1.271e-06, eta: 0:01:19, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8403, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:32:33,163 - mmpose - INFO - Epoch [209][50/293]	lr: 1.271e-06, eta: 0:01:07, time: 0.195, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8364, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:32:39,958 - mmpose - INFO - Epoch [209][100/293]	lr: 1.271e-06, eta: 0:01:01, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8363, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:32:46,744 - mmpose - INFO - Epoch [209][150/293]	lr: 1.271e-06, eta: 0:00:54, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8342, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:32:53,517 - mmpose - INFO - Epoch [209][200/293]	lr: 1.271e-06, eta: 0:00:48, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0005, acc_pose: 0.8413, loss: 0.0005, grad_norm: 0.0007
2022-07-04 11:33:00,280 - mmpose - INFO - Epoch [209][250/293]	lr: 1.271e-06, eta: 0:00:42, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8397, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:33:15,892 - mmpose - INFO - Epoch [210][50/293]	lr: 1.271e-06, eta: 0:00:30, time: 0.196, data_time: 0.055, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8386, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:33:22,669 - mmpose - INFO - Epoch [210][100/293]	lr: 1.271e-06, eta: 0:00:24, time: 0.136, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8377, loss: 0.0006, grad_norm: 0.0007
2022-07-04 11:33:29,442 - mmpose - INFO - Epoch [210][150/293]	lr: 1.271e-06, eta: 0:00:18, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0006, acc_pose: 0.8308, loss: 0.0006, grad_norm: 0.0008
2022-07-04 11:33:36,205 - mmpose - INFO - Epoch [210][200/293]	lr: 1.271e-06, eta: 0:00:11, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0005, acc_pose: 0.8395, loss: 0.0005, grad_norm: 0.0007
2022-07-04 11:33:42,965 - mmpose - INFO - Epoch [210][250/293]	lr: 1.271e-06, eta: 0:00:05, time: 0.135, data_time: 0.000, memory: 9226, heatmap_loss: 0.0005, acc_pose: 0.8387, loss: 0.0005, grad_norm: 0.0007
2022-07-04 11:33:48,783 - mmpose - INFO - Saving checkpoint at 210 epochs
2022-07-04 11:35:07,722 - mmpose - INFO - Now best checkpoint is saved as best_AP_epoch_210.pth.
2022-07-04 11:35:07,722 - mmpose - INFO - Best AP is 0.7378 at 210 epoch.
2022-07-04 11:35:07,730 - mmpose - INFO - Epoch(val) [210][407]	AP: 0.7378, AP .5: 0.9027, AP .75: 0.8127, AP (M): 0.6711, AP (L): 0.7583, AR: 0.7917, AR .5: 0.9402, AR .75: 0.8589, AR (M): 0.7530, AR (L): 0.8478