2023/06/06 01:23:40 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.7.13 (default, Mar 29 2022, 02:18:16) [GCC 7.5.0] CUDA available: True numpy_random_seed: 918534503 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/cache/share/cuda-11.1 NVCC: Cuda compilation tools, release 11.1, V11.1.74 GCC: x86_64-conda_cos6-linux-gnu-gcc (crosstool-NG 1.23.0.449-a04d0) 7.3.0 PyTorch: 1.12.0 PyTorch compiling details: PyTorch built with: - GCC 9.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_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_37,code=compute_37 - CuDNN 8.3.2 (built against CUDA 11.5) - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.12.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.13.0 OpenCV: 4.7.0 MMEngine: 0.7.4 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: 918534503 Distributed launcher: pytorch Distributed training: True GPU number: 8 ------------------------------------------------------------ 2023/06/06 01:23:40 - mmengine - INFO - Config: default_scope = 'mmdet' default_hooks = dict( timer=dict(type='IterTimerHook', _scope_='mmdet'), logger=dict(type='LoggerHook', interval=50, _scope_='mmdet'), param_scheduler=dict(type='ParamSchedulerHook', _scope_='mmdet'), checkpoint=dict( type='CheckpointHook', interval=10, max_keep_ckpts=3, _scope_='mmdet'), sampler_seed=dict(type='DistSamplerSeedHook', _scope_='mmdet'), visualization=dict(type='DetVisualizationHook', _scope_='mmdet')) env_cfg = dict( cudnn_benchmark=False, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) vis_backends = [dict(type='LocalVisBackend', _scope_='mmdet')] visualizer = dict( type='DetLocalVisualizer', vis_backends=[dict(type='LocalVisBackend')], name='visualizer', _scope_='mmdet') log_processor = dict( type='LogProcessor', window_size=50, by_epoch=True, _scope_='mmdet') log_level = 'INFO' load_from = None resume = False train_cfg = dict( type='EpochBasedTrainLoop', max_epochs=300, val_interval=10, dynamic_intervals=[(280, 1)], _scope_='mmdet') val_cfg = dict(type='ValLoop', _scope_='mmdet') test_cfg = dict(type='TestLoop', _scope_='mmdet') param_scheduler = [ dict( type='LinearLR', start_factor=1e-05, by_epoch=False, begin=0, end=1000, _scope_='mmdet'), dict( type='CosineAnnealingLR', eta_min=0.0002, begin=150, end=300, T_max=150, by_epoch=True, convert_to_iter_based=True, _scope_='mmdet') ] optim_wrapper = dict( type='OptimWrapper', optimizer=dict(type='AdamW', lr=0.004, weight_decay=0.05), paramwise_cfg=dict( norm_decay_mult=0, bias_decay_mult=0, bypass_duplicate=True), _scope_='mmdet') auto_scale_lr = dict(enable=False, base_batch_size=16) dataset_type = 'CocoDataset' data_root = 'data/' backend_args = None train_pipeline = [ dict( type='LoadImageFromFile', file_client_args=dict( backend='petrel', path_mapping=dict({'data/': 's3://openmmlab/datasets/pose/'}))), dict(type='LoadAnnotations', with_bbox=True), dict( type='CachedMosaic', img_scale=(320, 320), pad_val=114.0, max_cached_images=20, random_pop=False), dict( type='RandomResize', scale=(640, 640), ratio_range=(0.5, 1.5), keep_ratio=True), dict(type='RandomCrop', crop_size=(320, 320)), dict(type='YOLOXHSVRandomAug'), dict(type='RandomFlip', prob=0.5), dict(type='Pad', size=(320, 320), pad_val=dict(img=(114, 114, 114))), dict(type='PackDetInputs') ] test_pipeline = [ dict( type='LoadImageFromFile', file_client_args=dict( backend='petrel', path_mapping=dict({'data/': 's3://openmmlab/datasets/pose/'}))), dict(type='Resize', scale=(320, 320), keep_ratio=True), dict(type='Pad', size=(320, 320), pad_val=dict(img=(114, 114, 114))), dict( type='PackDetInputs', meta_keys=('img_id', 'img_path', 'ori_shape', 'img_shape', 'scale_factor')) ] train_dataloader = dict( batch_size=32, num_workers=10, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True, _scope_='mmdet'), batch_sampler=None, dataset=dict( type='CocoDataset', data_root='data/', ann_file='hand_det/hand_det_train.json', data_prefix=dict(img=''), filter_cfg=dict(filter_empty_gt=True, min_size=32), pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict( backend='petrel', path_mapping=dict( {'data/': 's3://openmmlab/datasets/pose/'}))), dict(type='LoadAnnotations', with_bbox=True), dict( type='CachedMosaic', img_scale=(320, 320), pad_val=114.0, max_cached_images=20, random_pop=False), dict( type='RandomResize', scale=(640, 640), ratio_range=(0.5, 1.5), keep_ratio=True), dict(type='RandomCrop', crop_size=(320, 320)), dict(type='YOLOXHSVRandomAug'), dict(type='RandomFlip', prob=0.5), dict( type='Pad', size=(320, 320), pad_val=dict(img=(114, 114, 114))), dict(type='PackDetInputs') ], backend_args=None, _scope_='mmdet', metainfo=dict(classes=('hand', ))), pin_memory=True) val_dataloader = dict( batch_size=5, num_workers=10, persistent_workers=True, drop_last=False, sampler=dict(type='DefaultSampler', shuffle=False, _scope_='mmdet'), dataset=dict( type='CocoDataset', data_root='data/', ann_file='hand_det/hand_det_val.json', data_prefix=dict(img=''), test_mode=True, pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict( backend='petrel', path_mapping=dict( {'data/': 's3://openmmlab/datasets/pose/'}))), dict(type='Resize', scale=(320, 320), keep_ratio=True), dict( type='Pad', size=(320, 320), pad_val=dict(img=(114, 114, 114))), dict( type='PackDetInputs', meta_keys=('img_id', 'img_path', 'ori_shape', 'img_shape', 'scale_factor')) ], backend_args=None, _scope_='mmdet', metainfo=dict(classes=('hand', )))) test_dataloader = dict( batch_size=5, num_workers=10, persistent_workers=True, drop_last=False, sampler=dict(type='DefaultSampler', shuffle=False, _scope_='mmdet'), dataset=dict( type='CocoDataset', data_root='data/', ann_file='hand_det/hand_det_val.json', data_prefix=dict(img=''), test_mode=True, pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict( backend='petrel', path_mapping=dict( {'data/': 's3://openmmlab/datasets/pose/'}))), dict(type='Resize', scale=(320, 320), keep_ratio=True), dict( type='Pad', size=(320, 320), pad_val=dict(img=(114, 114, 114))), dict( type='PackDetInputs', meta_keys=('img_id', 'img_path', 'ori_shape', 'img_shape', 'scale_factor')) ], backend_args=None, _scope_='mmdet', metainfo=dict(classes=('hand', )))) val_evaluator = dict( type='CocoMetric', ann_file='data/hand_det/hand_det_val.json', metric='bbox', format_only=False, backend_args=None, proposal_nums=(100, 1, 10), _scope_='mmdet') test_evaluator = dict( type='CocoMetric', ann_file='data/hand_det/hand_det_val.json', metric='bbox', format_only=False, backend_args=None, proposal_nums=(100, 1, 10), _scope_='mmdet') tta_model = dict( type='DetTTAModel', tta_cfg=dict(nms=dict(type='nms', iou_threshold=0.6), max_per_img=100), _scope_='mmdet') img_scales = [(640, 640), (320, 320), (960, 960)] tta_pipeline = [ dict(type='LoadImageFromFile', backend_args=None, _scope_='mmdet'), dict( type='TestTimeAug', transforms=[[{ 'type': 'Resize', 'scale': (640, 640), 'keep_ratio': True }, { 'type': 'Resize', 'scale': (320, 320), 'keep_ratio': True }, { 'type': 'Resize', 'scale': (960, 960), 'keep_ratio': True }], [{ 'type': 'RandomFlip', 'prob': 1.0 }, { 'type': 'RandomFlip', 'prob': 0.0 }], [{ 'type': 'Pad', 'size': (960, 960), 'pad_val': { 'img': (114, 114, 114) } }], [{ 'type': 'PackDetInputs', 'meta_keys': ('img_id', 'img_path', 'ori_shape', 'img_shape', 'scale_factor', 'flip', 'flip_direction') }]], _scope_='mmdet') ] model = dict( type='RTMDet', data_preprocessor=dict( type='DetDataPreprocessor', mean=[103.53, 116.28, 123.675], std=[57.375, 57.12, 58.395], bgr_to_rgb=False, batch_augments=None), backbone=dict( type='CSPNeXt', arch='P5', expand_ratio=0.5, deepen_factor=0.33, widen_factor=0.25, channel_attention=True, norm_cfg=dict(type='SyncBN'), act_cfg=dict(type='SiLU', inplace=True), use_depthwise=True), neck=dict( type='CSPNeXtPAFPN', in_channels=[64, 128, 256], out_channels=64, num_csp_blocks=1, expand_ratio=0.5, norm_cfg=dict(type='SyncBN'), act_cfg=dict(type='SiLU', inplace=True), use_depthwise=True), bbox_head=dict( type='RTMDetSepBNHead', num_classes=1, in_channels=64, stacked_convs=2, feat_channels=64, anchor_generator=dict( type='MlvlPointGenerator', offset=0, strides=[8, 16, 32]), bbox_coder=dict(type='DistancePointBBoxCoder'), loss_cls=dict( type='QualityFocalLoss', use_sigmoid=True, beta=2.0, loss_weight=1.0), loss_bbox=dict(type='GIoULoss', loss_weight=2.0), with_objectness=False, exp_on_reg=False, share_conv=False, pred_kernel_size=1, norm_cfg=dict(type='SyncBN'), act_cfg=dict(type='SiLU', inplace=True), use_depthwise=True), train_cfg=dict( assigner=dict(type='DynamicSoftLabelAssigner', topk=13), allowed_border=-1, pos_weight=-1, debug=False), test_cfg=dict( nms_pre=1000, min_bbox_size=0, score_thr=0.05, nms=dict(type='nms', iou_threshold=0.6), max_per_img=100), _scope_='mmdet') train_pipeline_stage2 = [ dict( type='LoadImageFromFile', file_client_args=dict( backend='petrel', path_mapping=dict({'data/': 's3://openmmlab/datasets/pose/'}))), dict(type='LoadAnnotations', with_bbox=True), dict( type='RandomResize', scale=(320, 320), ratio_range=(0.5, 1.5), keep_ratio=True), dict(type='RandomCrop', crop_size=(320, 320)), dict(type='YOLOXHSVRandomAug'), dict(type='RandomFlip', prob=0.5), dict(type='Pad', size=(320, 320), pad_val=dict(img=(114, 114, 114))), dict(type='PackDetInputs') ] max_epochs = 300 stage2_num_epochs = 20 base_lr = 0.004 interval = 10 custom_hooks = [ dict( type='EMAHook', ema_type='ExpMomentumEMA', momentum=0.0002, update_buffers=True, priority=49), dict( type='PipelineSwitchHook', switch_epoch=280, switch_pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict( backend='petrel', path_mapping=dict( {'data/': 's3://openmmlab/datasets/pose/'}))), dict(type='LoadAnnotations', with_bbox=True), dict( type='RandomResize', scale=(320, 320), ratio_range=(0.5, 1.5), keep_ratio=True), dict(type='RandomCrop', crop_size=(320, 320)), dict(type='YOLOXHSVRandomAug'), dict(type='RandomFlip', prob=0.5), dict( type='Pad', size=(320, 320), pad_val=dict(img=(114, 114, 114))), dict(type='PackDetInputs') ]) ] input_shape = 320 file_client_args = dict( backend='petrel', path_mapping=dict({'data/': 's3://openmmlab/datasets/pose/'})) launcher = 'pytorch' work_dir = './work_dirs/hand_det' 2023/06/06 01:23:45 - mmengine - INFO - Using SyncBatchNorm() 2023/06/06 01:23:46 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (49 ) EMAHook (BELOW_NORMAL) LoggerHook -------------------- after_load_checkpoint: (49 ) EMAHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (49 ) EMAHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook (NORMAL ) PipelineSwitchHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (49 ) EMAHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (49 ) EMAHook (NORMAL ) IterTimerHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (NORMAL ) DetVisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (49 ) EMAHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_save_checkpoint: (49 ) EMAHook -------------------- after_train: (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (49 ) EMAHook (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (NORMAL ) DetVisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (49 ) EMAHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stem.0.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stem.0.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stem.1.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stem.1.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stem.2.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stem.2.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.0.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.0.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.0.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.0.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.main_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.main_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.short_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.short_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.final_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.final_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv1.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv1.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv1.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv1.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage1.1.attention.fc.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.0.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.0.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.0.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.0.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.main_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.main_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.short_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.short_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.final_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.final_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv1.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv1.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv1.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv1.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv1.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv1.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv1.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv1.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage2.1.attention.fc.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage3.0.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage3.0.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage3.0.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage3.0.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage3.1.main_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- backbone.stage3.1.main_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- 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neck.out_convs.2.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.0.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.0.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.0.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.0.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.1.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.1.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.1.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.1.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.0.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.0.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.0.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.0.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.1.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.1.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.1.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.1.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.0.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.0.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.0.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.0.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.1.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.1.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.1.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.1.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.0.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.0.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.0.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.0.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.1.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.1.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.1.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.1.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.0.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.0.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.0.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.0.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.1.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.1.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.1.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.1.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.0.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.0.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.0.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.0.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.1.depthwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.1.depthwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.1.pointwise_conv.bn.weight:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.1.pointwise_conv.bn.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.rtm_cls.0.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.rtm_cls.1.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.rtm_cls.2.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.rtm_reg.0.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.rtm_reg.1.bias:weight_decay=0.0 2023/06/06 01:23:53 - mmengine - INFO - paramwise_options -- bbox_head.rtm_reg.2.bias:weight_decay=0.0 Name of parameter - Initialization information backbone.stem.0.conv.weight - torch.Size([8, 3, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stem.0.bn.weight - torch.Size([8]): The value is the same before and after calling `init_weights` of RTMDet backbone.stem.0.bn.bias - torch.Size([8]): The value is the same before and after calling `init_weights` of RTMDet backbone.stem.1.conv.weight - torch.Size([8, 8, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stem.1.bn.weight - torch.Size([8]): The value is the same before and after calling `init_weights` of RTMDet backbone.stem.1.bn.bias - torch.Size([8]): The value is the same before and after calling `init_weights` of RTMDet backbone.stem.2.conv.weight - torch.Size([16, 8, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stem.2.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stem.2.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.0.depthwise_conv.conv.weight - torch.Size([16, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage1.0.depthwise_conv.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.0.depthwise_conv.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.0.pointwise_conv.conv.weight - torch.Size([32, 16, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage1.0.pointwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.0.pointwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.main_conv.conv.weight - torch.Size([16, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage1.1.main_conv.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.main_conv.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.short_conv.conv.weight - torch.Size([16, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage1.1.short_conv.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.short_conv.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.final_conv.conv.weight - torch.Size([32, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage1.1.final_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.final_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.blocks.0.conv1.depthwise_conv.conv.weight - torch.Size([16, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage1.1.blocks.0.conv1.depthwise_conv.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.blocks.0.conv1.depthwise_conv.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.blocks.0.conv1.pointwise_conv.conv.weight - torch.Size([16, 16, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage1.1.blocks.0.conv1.pointwise_conv.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.blocks.0.conv1.pointwise_conv.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([16, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage1.1.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([16, 16, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage1.1.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage1.1.attention.fc.weight - torch.Size([32, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage1.1.attention.fc.bias - torch.Size([32]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.0.depthwise_conv.conv.weight - torch.Size([32, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.0.depthwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.0.depthwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.0.pointwise_conv.conv.weight - torch.Size([64, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.0.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.0.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.main_conv.conv.weight - torch.Size([32, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.main_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.main_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.short_conv.conv.weight - torch.Size([32, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.short_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.short_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.final_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.final_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.final_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.0.conv1.depthwise_conv.conv.weight - torch.Size([32, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.blocks.0.conv1.depthwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.0.conv1.depthwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.0.conv1.pointwise_conv.conv.weight - torch.Size([32, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.blocks.0.conv1.pointwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.0.conv1.pointwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([32, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([32, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.1.conv1.depthwise_conv.conv.weight - torch.Size([32, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.blocks.1.conv1.depthwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.1.conv1.depthwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.1.conv1.pointwise_conv.conv.weight - torch.Size([32, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.blocks.1.conv1.pointwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.1.conv1.pointwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.1.conv2.depthwise_conv.conv.weight - torch.Size([32, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.blocks.1.conv2.depthwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.1.conv2.depthwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.1.conv2.pointwise_conv.conv.weight - torch.Size([32, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.blocks.1.conv2.pointwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.blocks.1.conv2.pointwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage2.1.attention.fc.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage2.1.attention.fc.bias - torch.Size([64]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.0.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.0.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.0.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.0.pointwise_conv.conv.weight - torch.Size([128, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.0.pointwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.0.pointwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.main_conv.conv.weight - torch.Size([64, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.main_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.main_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.short_conv.conv.weight - torch.Size([64, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.short_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.short_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.final_conv.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.final_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.final_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.0.conv1.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.blocks.0.conv1.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.0.conv1.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.0.conv1.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.blocks.0.conv1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.0.conv1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([64, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.1.conv1.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.blocks.1.conv1.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.1.conv1.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.1.conv1.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.blocks.1.conv1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.1.conv1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.1.conv2.depthwise_conv.conv.weight - torch.Size([64, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.blocks.1.conv2.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.1.conv2.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.1.conv2.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.blocks.1.conv2.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.blocks.1.conv2.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage3.1.attention.fc.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage3.1.attention.fc.bias - torch.Size([128]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.0.depthwise_conv.conv.weight - torch.Size([128, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.0.depthwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.0.depthwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.0.pointwise_conv.conv.weight - torch.Size([256, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.0.pointwise_conv.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.0.pointwise_conv.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.1.conv1.conv.weight - torch.Size([128, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.1.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.1.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.1.conv2.conv.weight - torch.Size([256, 512, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.1.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.1.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.main_conv.conv.weight - torch.Size([128, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.2.main_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.main_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.short_conv.conv.weight - torch.Size([128, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.2.short_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.short_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.final_conv.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.2.final_conv.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.final_conv.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.blocks.0.conv1.depthwise_conv.conv.weight - torch.Size([128, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.2.blocks.0.conv1.depthwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.blocks.0.conv1.depthwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.blocks.0.conv1.pointwise_conv.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.2.blocks.0.conv1.pointwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.blocks.0.conv1.pointwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([128, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.2.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.2.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet backbone.stage4.2.attention.fc.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 backbone.stage4.2.attention.fc.bias - torch.Size([256]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.reduce_layers.0.conv.weight - torch.Size([128, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.reduce_layers.0.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.reduce_layers.0.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.reduce_layers.1.conv.weight - torch.Size([64, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.reduce_layers.1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.reduce_layers.1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.main_conv.conv.weight - torch.Size([64, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.main_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.main_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.short_conv.conv.weight - torch.Size([64, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.short_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.short_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.final_conv.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.final_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.final_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv1.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.blocks.0.conv1.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv1.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv1.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.blocks.0.conv1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([64, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.main_conv.conv.weight - torch.Size([32, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.main_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.main_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.short_conv.conv.weight - torch.Size([32, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.short_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.short_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.final_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.final_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.final_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv1.depthwise_conv.conv.weight - torch.Size([32, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.blocks.0.conv1.depthwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv1.depthwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv1.pointwise_conv.conv.weight - torch.Size([32, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.blocks.0.conv1.pointwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv1.pointwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([32, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([32, 32, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.0.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.downsamples.0.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.0.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.0.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.downsamples.0.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.0.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.1.depthwise_conv.conv.weight - torch.Size([128, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.downsamples.1.depthwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.1.depthwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.1.pointwise_conv.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.downsamples.1.pointwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.1.pointwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.main_conv.conv.weight - torch.Size([64, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.main_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.main_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.short_conv.conv.weight - torch.Size([64, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.short_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.short_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.final_conv.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.final_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.final_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv1.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.blocks.0.conv1.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv1.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv1.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.blocks.0.conv1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([64, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.main_conv.conv.weight - torch.Size([128, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.main_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.main_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.short_conv.conv.weight - torch.Size([128, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.short_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.short_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.final_conv.conv.weight - torch.Size([256, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.final_conv.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.final_conv.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv1.depthwise_conv.conv.weight - torch.Size([128, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.blocks.0.conv1.depthwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv1.depthwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv1.pointwise_conv.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.blocks.0.conv1.pointwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv1.pointwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([128, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([128, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.0.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.out_convs.0.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.0.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.0.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.out_convs.0.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.0.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.1.depthwise_conv.conv.weight - torch.Size([128, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.out_convs.1.depthwise_conv.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.1.depthwise_conv.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.1.pointwise_conv.conv.weight - torch.Size([64, 128, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.out_convs.1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.2.depthwise_conv.conv.weight - torch.Size([256, 1, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.out_convs.2.depthwise_conv.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.2.depthwise_conv.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.2.pointwise_conv.conv.weight - torch.Size([64, 256, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.out_convs.2.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.2.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.0.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.0.0.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.0.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.0.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.0.0.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.0.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.1.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.0.1.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.1.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.1.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.0.1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.0.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.1.0.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.0.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.0.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.1.0.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.0.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.1.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.1.1.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.1.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.1.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.1.1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.0.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.2.0.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.0.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.0.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.2.0.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.0.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.1.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.2.1.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.1.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.1.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.cls_convs.2.1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.0.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.0.0.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.0.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.0.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.0.0.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.0.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.1.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.0.1.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.1.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.1.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.0.1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.0.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.1.0.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.0.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.0.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.1.0.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.0.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.1.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.1.1.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.1.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.1.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.1.1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.0.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.2.0.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.0.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.0.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.2.0.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.0.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.1.depthwise_conv.conv.weight - torch.Size([64, 1, 3, 3]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.2.1.depthwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.1.depthwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.1.pointwise_conv.conv.weight - torch.Size([64, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.reg_convs.2.1.pointwise_conv.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.1.pointwise_conv.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.rtm_cls.0.weight - torch.Size([1, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_cls.0.bias - torch.Size([1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_cls.1.weight - torch.Size([1, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_cls.1.bias - torch.Size([1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_cls.2.weight - torch.Size([1, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_cls.2.bias - torch.Size([1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_reg.0.weight - torch.Size([4, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_reg.0.bias - torch.Size([4]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_reg.1.weight - torch.Size([4, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_reg.1.bias - torch.Size([4]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_reg.2.weight - torch.Size([4, 64, 1, 1]): Initialized by user-defined `init_weights` in RTMDetSepBNHead bbox_head.rtm_reg.2.bias - torch.Size([4]): Initialized by user-defined `init_weights` in RTMDetSepBNHead 2023/06/06 01:23:54 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io 2023/06/06 01:23:54 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future. 2023/06/06 01:23:54 - mmengine - INFO - Checkpoints will be saved to /mnt/petrelfs/hukai/mmdetection/work_dirs/hand_det. 2023/06/06 01:24:23 - mmengine - INFO - Epoch(train) [1][ 50/782] lr: 1.9623e-04 eta: 1 day, 13:16:20 time: 0.5721 data_time: 0.0869 memory: 2279 loss: 0.3969 loss_cls: 0.0901 loss_bbox: 0.3068 2023/06/06 01:24:44 - mmengine - INFO - Epoch(train) [1][100/782] lr: 3.9643e-04 eta: 1 day, 8:38:58 time: 0.4304 data_time: 0.0020 memory: 2279 loss: 2.0761 loss_cls: 0.5981 loss_bbox: 1.4780 2023/06/06 01:25:06 - mmengine - INFO - Epoch(train) [1][150/782] lr: 5.9663e-04 eta: 1 day, 7:00:34 time: 0.4260 data_time: 0.0019 memory: 2279 loss: 1.7733 loss_cls: 0.5811 loss_bbox: 1.1922 2023/06/06 01:25:27 - mmengine - INFO - Epoch(train) [1][200/782] lr: 7.9683e-04 eta: 1 day, 6:04:40 time: 0.4193 data_time: 0.0019 memory: 2279 loss: 1.5750 loss_cls: 0.5048 loss_bbox: 1.0702 2023/06/06 01:25:48 - mmengine - INFO - Epoch(train) [1][250/782] lr: 9.9703e-04 eta: 1 day, 5:34:04 time: 0.4233 data_time: 0.0019 memory: 2279 loss: 1.5098 loss_cls: 0.4890 loss_bbox: 1.0208 2023/06/06 01:26:09 - mmengine - INFO - Epoch(train) [1][300/782] lr: 1.1972e-03 eta: 1 day, 5:13:11 time: 0.4227 data_time: 0.0018 memory: 2279 loss: 1.5123 loss_cls: 0.5432 loss_bbox: 0.9691 2023/06/06 01:26:33 - mmengine - INFO - Epoch(train) [1][350/782] lr: 1.3974e-03 eta: 1 day, 5:36:08 time: 0.4908 data_time: 0.0022 memory: 2279 loss: 1.4561 loss_cls: 0.5901 loss_bbox: 0.8659 2023/06/06 01:26:55 - mmengine - INFO - Epoch(train) [1][400/782] lr: 1.5976e-03 eta: 1 day, 5:20:21 time: 0.4234 data_time: 0.0018 memory: 2279 loss: 1.4222 loss_cls: 0.6130 loss_bbox: 0.8092 2023/06/06 01:27:24 - mmengine - INFO - Epoch(train) [1][450/782] lr: 1.7978e-03 eta: 1 day, 6:17:54 time: 0.5846 data_time: 0.0019 memory: 2279 loss: 1.3969 loss_cls: 0.6289 loss_bbox: 0.7681 2023/06/06 01:27:51 - mmengine - INFO - Epoch(train) [1][500/782] lr: 1.9980e-03 eta: 1 day, 6:49:33 time: 0.5479 data_time: 0.0020 memory: 2279 loss: 1.3819 loss_cls: 0.6478 loss_bbox: 0.7342 2023/06/06 01:28:22 - mmengine - INFO - Epoch(train) [1][550/782] lr: 2.1982e-03 eta: 1 day, 7:40:55 time: 0.6200 data_time: 0.0020 memory: 2279 loss: 1.3372 loss_cls: 0.6612 loss_bbox: 0.6760 2023/06/06 01:28:43 - mmengine - INFO - Epoch(train) [1][600/782] lr: 2.3984e-03 eta: 1 day, 7:19:31 time: 0.4227 data_time: 0.0019 memory: 2279 loss: 1.3157 loss_cls: 0.6623 loss_bbox: 0.6534 2023/06/06 01:29:05 - mmengine - INFO - Epoch(train) [1][650/782] lr: 2.5986e-03 eta: 1 day, 7:01:12 time: 0.4222 data_time: 0.0019 memory: 2279 loss: 1.3053 loss_cls: 0.6717 loss_bbox: 0.6336 2023/06/06 01:29:26 - mmengine - INFO - Epoch(train) [1][700/782] lr: 2.7988e-03 eta: 1 day, 6:46:38 time: 0.4265 data_time: 0.0020 memory: 2279 loss: 1.2458 loss_cls: 0.6440 loss_bbox: 0.6018 2023/06/06 01:29:47 - mmengine - INFO - Epoch(train) [1][750/782] lr: 2.9990e-03 eta: 1 day, 6:33:04 time: 0.4230 data_time: 0.0019 memory: 2279 loss: 1.2230 loss_cls: 0.6295 loss_bbox: 0.5934 2023/06/06 01:29:59 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 01:30:22 - mmengine - INFO - Epoch(train) [2][ 50/782] lr: 3.3273e-03 eta: 1 day, 6:13:54 time: 0.4615 data_time: 0.0212 memory: 2279 loss: 1.2060 loss_cls: 0.6223 loss_bbox: 0.5838 2023/06/06 01:30:43 - mmengine - INFO - Epoch(train) [2][100/782] lr: 3.5275e-03 eta: 1 day, 6:05:31 time: 0.4293 data_time: 0.0019 memory: 2279 loss: 1.1579 loss_cls: 0.5912 loss_bbox: 0.5667 2023/06/06 01:31:09 - mmengine - INFO - Epoch(train) [2][150/782] lr: 3.7277e-03 eta: 1 day, 6:14:31 time: 0.5085 data_time: 0.0020 memory: 2279 loss: 1.1420 loss_cls: 0.5824 loss_bbox: 0.5596 2023/06/06 01:31:30 - mmengine - INFO - Epoch(train) [2][200/782] lr: 3.9279e-03 eta: 1 day, 6:06:09 time: 0.4257 data_time: 0.0019 memory: 2279 loss: 1.1031 loss_cls: 0.5633 loss_bbox: 0.5397 2023/06/06 01:31:38 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 01:31:51 - mmengine - INFO - Epoch(train) [2][250/782] lr: 4.0000e-03 eta: 1 day, 5:59:41 time: 0.4316 data_time: 0.0018 memory: 2279 loss: 1.1441 loss_cls: 0.5799 loss_bbox: 0.5641 2023/06/06 01:32:13 - mmengine - INFO - Epoch(train) [2][300/782] lr: 4.0000e-03 eta: 1 day, 5:52:27 time: 0.4243 data_time: 0.0017 memory: 2279 loss: 1.0878 loss_cls: 0.5505 loss_bbox: 0.5373 2023/06/06 01:32:34 - mmengine - INFO - Epoch(train) [2][350/782] lr: 4.0000e-03 eta: 1 day, 5:45:19 time: 0.4213 data_time: 0.0017 memory: 2279 loss: 1.0830 loss_cls: 0.5429 loss_bbox: 0.5401 2023/06/06 01:32:55 - mmengine - INFO - Epoch(train) [2][400/782] lr: 4.0000e-03 eta: 1 day, 5:38:34 time: 0.4201 data_time: 0.0016 memory: 2279 loss: 1.0494 loss_cls: 0.5302 loss_bbox: 0.5192 2023/06/06 01:33:29 - mmengine - INFO - Epoch(train) [2][450/782] lr: 4.0000e-03 eta: 1 day, 6:15:28 time: 0.6934 data_time: 0.0017 memory: 2279 loss: 1.0190 loss_cls: 0.5089 loss_bbox: 0.5100 2023/06/06 01:33:51 - mmengine - INFO - Epoch(train) [2][500/782] lr: 4.0000e-03 eta: 1 day, 6:09:41 time: 0.4312 data_time: 0.0017 memory: 2279 loss: 1.0124 loss_cls: 0.5065 loss_bbox: 0.5059 2023/06/06 01:34:12 - mmengine - INFO - Epoch(train) [2][550/782] lr: 4.0000e-03 eta: 1 day, 6:03:10 time: 0.4234 data_time: 0.0017 memory: 2279 loss: 1.0066 loss_cls: 0.5017 loss_bbox: 0.5049 2023/06/06 01:34:47 - mmengine - INFO - Epoch(train) [2][600/782] lr: 4.0000e-03 eta: 1 day, 6:37:02 time: 0.7073 data_time: 0.0017 memory: 2279 loss: 0.9487 loss_cls: 0.4665 loss_bbox: 0.4822 2023/06/06 01:35:09 - mmengine - INFO - Epoch(train) [2][650/782] lr: 4.0000e-03 eta: 1 day, 6:30:41 time: 0.4288 data_time: 0.0018 memory: 2279 loss: 1.0017 loss_cls: 0.4961 loss_bbox: 0.5056 2023/06/06 01:35:30 - mmengine - INFO - Epoch(train) [2][700/782] lr: 4.0000e-03 eta: 1 day, 6:24:41 time: 0.4283 data_time: 0.0016 memory: 2279 loss: 0.9424 loss_cls: 0.4643 loss_bbox: 0.4782 2023/06/06 01:35:52 - mmengine - INFO - Epoch(train) [2][750/782] lr: 4.0000e-03 eta: 1 day, 6:18:42 time: 0.4256 data_time: 0.0016 memory: 2279 loss: 0.9532 loss_cls: 0.4666 loss_bbox: 0.4866 2023/06/06 01:36:03 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 01:36:26 - mmengine - INFO - Epoch(train) [3][ 50/782] lr: 4.0000e-03 eta: 1 day, 6:09:29 time: 0.4642 data_time: 0.0206 memory: 2279 loss: 0.9666 loss_cls: 0.4748 loss_bbox: 0.4918 2023/06/06 01:36:48 - mmengine - INFO - Epoch(train) [3][100/782] lr: 4.0000e-03 eta: 1 day, 6:05:29 time: 0.4349 data_time: 0.0018 memory: 2279 loss: 0.9409 loss_cls: 0.4594 loss_bbox: 0.4816 2023/06/06 01:37:12 - mmengine - INFO - Epoch(train) [3][150/782] lr: 4.0000e-03 eta: 1 day, 6:06:28 time: 0.4772 data_time: 0.0017 memory: 2279 loss: 0.9628 loss_cls: 0.4677 loss_bbox: 0.4951 2023/06/06 01:37:37 - mmengine - INFO - Epoch(train) [3][200/782] lr: 4.0000e-03 eta: 1 day, 6:09:30 time: 0.4965 data_time: 0.0017 memory: 2279 loss: 0.9102 loss_cls: 0.4431 loss_bbox: 0.4672 2023/06/06 01:37:58 - mmengine - INFO - Epoch(train) [3][250/782] lr: 4.0000e-03 eta: 1 day, 6:05:21 time: 0.4312 data_time: 0.0017 memory: 2279 loss: 0.9076 loss_cls: 0.4403 loss_bbox: 0.4673 2023/06/06 01:38:20 - mmengine - INFO - Epoch(train) [3][300/782] lr: 4.0000e-03 eta: 1 day, 6:01:01 time: 0.4273 data_time: 0.0017 memory: 2279 loss: 0.9266 loss_cls: 0.4487 loss_bbox: 0.4780 2023/06/06 01:38:41 - mmengine - INFO - Epoch(train) [3][350/782] lr: 4.0000e-03 eta: 1 day, 5:56:59 time: 0.4284 data_time: 0.0017 memory: 2279 loss: 0.8987 loss_cls: 0.4349 loss_bbox: 0.4638 2023/06/06 01:39:03 - mmengine - INFO - Epoch(train) [3][400/782] lr: 4.0000e-03 eta: 1 day, 5:53:27 time: 0.4314 data_time: 0.0017 memory: 2279 loss: 0.8911 loss_cls: 0.4275 loss_bbox: 0.4636 2023/06/06 01:39:18 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 01:39:24 - mmengine - INFO - Epoch(train) [3][450/782] lr: 4.0000e-03 eta: 1 day, 5:49:12 time: 0.4225 data_time: 0.0018 memory: 2279 loss: 0.8877 loss_cls: 0.4296 loss_bbox: 0.4581 2023/06/06 01:39:48 - mmengine - INFO - Epoch(train) [3][500/782] lr: 4.0000e-03 eta: 1 day, 5:50:36 time: 0.4805 data_time: 0.0017 memory: 2279 loss: 0.8947 loss_cls: 0.4306 loss_bbox: 0.4640 2023/06/06 01:40:09 - mmengine - INFO - Epoch(train) [3][550/782] lr: 4.0000e-03 eta: 1 day, 5:45:34 time: 0.4113 data_time: 0.0019 memory: 2279 loss: 0.8841 loss_cls: 0.4231 loss_bbox: 0.4610 2023/06/06 01:40:37 - mmengine - INFO - Epoch(train) [3][600/782] lr: 4.0000e-03 eta: 1 day, 5:54:41 time: 0.5669 data_time: 0.0018 memory: 2279 loss: 0.8604 loss_cls: 0.4112 loss_bbox: 0.4492 2023/06/06 01:41:00 - mmengine - INFO - Epoch(train) [3][650/782] lr: 4.0000e-03 eta: 1 day, 5:54:32 time: 0.4659 data_time: 0.0017 memory: 2279 loss: 0.8635 loss_cls: 0.4104 loss_bbox: 0.4531 2023/06/06 01:41:21 - mmengine - INFO - Epoch(train) [3][700/782] lr: 4.0000e-03 eta: 1 day, 5:50:48 time: 0.4242 data_time: 0.0017 memory: 2279 loss: 0.8380 loss_cls: 0.3989 loss_bbox: 0.4392 2023/06/06 01:41:43 - mmengine - INFO - Epoch(train) [3][750/782] lr: 4.0000e-03 eta: 1 day, 5:48:03 time: 0.4342 data_time: 0.0017 memory: 2279 loss: 0.8392 loss_cls: 0.3991 loss_bbox: 0.4401 2023/06/06 01:41:55 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 01:42:24 - mmengine - INFO - Epoch(train) [4][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:52:16 time: 0.5849 data_time: 0.0204 memory: 2279 loss: 0.8499 loss_cls: 0.4027 loss_bbox: 0.4473 2023/06/06 01:42:45 - mmengine - INFO - Epoch(train) [4][100/782] lr: 4.0000e-03 eta: 1 day, 5:48:54 time: 0.4254 data_time: 0.0017 memory: 2279 loss: 0.8184 loss_cls: 0.3881 loss_bbox: 0.4303 2023/06/06 01:43:07 - mmengine - INFO - Epoch(train) [4][150/782] lr: 4.0000e-03 eta: 1 day, 5:46:09 time: 0.4318 data_time: 0.0017 memory: 2279 loss: 0.8369 loss_cls: 0.3989 loss_bbox: 0.4380 2023/06/06 01:43:28 - mmengine - INFO - Epoch(train) [4][200/782] lr: 4.0000e-03 eta: 1 day, 5:43:03 time: 0.4259 data_time: 0.0016 memory: 2279 loss: 0.8189 loss_cls: 0.3844 loss_bbox: 0.4345 2023/06/06 01:43:50 - mmengine - INFO - Epoch(train) [4][250/782] lr: 4.0000e-03 eta: 1 day, 5:40:19 time: 0.4295 data_time: 0.0017 memory: 2279 loss: 0.8081 loss_cls: 0.3788 loss_bbox: 0.4294 2023/06/06 01:44:11 - mmengine - INFO - Epoch(train) [4][300/782] lr: 4.0000e-03 eta: 1 day, 5:37:32 time: 0.4276 data_time: 0.0016 memory: 2279 loss: 0.7901 loss_cls: 0.3716 loss_bbox: 0.4184 2023/06/06 01:44:43 - mmengine - INFO - Epoch(train) [4][350/782] lr: 4.0000e-03 eta: 1 day, 5:49:33 time: 0.6327 data_time: 0.0017 memory: 2279 loss: 0.8192 loss_cls: 0.3789 loss_bbox: 0.4403 2023/06/06 01:45:04 - mmengine - INFO - Epoch(train) [4][400/782] lr: 4.0000e-03 eta: 1 day, 5:46:44 time: 0.4284 data_time: 0.0018 memory: 2279 loss: 0.8308 loss_cls: 0.3865 loss_bbox: 0.4443 2023/06/06 01:45:33 - mmengine - INFO - Epoch(train) [4][450/782] lr: 4.0000e-03 eta: 1 day, 5:53:53 time: 0.5716 data_time: 0.0018 memory: 2279 loss: 0.7872 loss_cls: 0.3649 loss_bbox: 0.4223 2023/06/06 01:45:54 - mmengine - INFO - Epoch(train) [4][500/782] lr: 4.0000e-03 eta: 1 day, 5:51:14 time: 0.4310 data_time: 0.0017 memory: 2279 loss: 0.7589 loss_cls: 0.3508 loss_bbox: 0.4081 2023/06/06 01:46:16 - mmengine - INFO - Epoch(train) [4][550/782] lr: 4.0000e-03 eta: 1 day, 5:48:28 time: 0.4280 data_time: 0.0017 memory: 2279 loss: 0.7689 loss_cls: 0.3506 loss_bbox: 0.4183 2023/06/06 01:46:40 - mmengine - INFO - Epoch(train) [4][600/782] lr: 4.0000e-03 eta: 1 day, 5:49:46 time: 0.4889 data_time: 0.0018 memory: 2279 loss: 0.7719 loss_cls: 0.3570 loss_bbox: 0.4148 2023/06/06 01:47:02 - mmengine - INFO - Epoch(train) [4][650/782] lr: 4.0000e-03 eta: 1 day, 5:47:21 time: 0.4321 data_time: 0.0017 memory: 2279 loss: 0.7886 loss_cls: 0.3649 loss_bbox: 0.4237 2023/06/06 01:47:03 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 01:47:23 - mmengine - INFO - Epoch(train) [4][700/782] lr: 4.0000e-03 eta: 1 day, 5:45:05 time: 0.4332 data_time: 0.0018 memory: 2279 loss: 0.7648 loss_cls: 0.3578 loss_bbox: 0.4070 2023/06/06 01:47:45 - mmengine - INFO - Epoch(train) [4][750/782] lr: 4.0000e-03 eta: 1 day, 5:42:59 time: 0.4352 data_time: 0.0021 memory: 2279 loss: 0.7606 loss_cls: 0.3509 loss_bbox: 0.4097 2023/06/06 01:47:56 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 01:48:20 - mmengine - INFO - Epoch(train) [5][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:38:12 time: 0.4626 data_time: 0.0135 memory: 2279 loss: 0.7651 loss_cls: 0.3468 loss_bbox: 0.4183 2023/06/06 01:48:41 - mmengine - INFO - Epoch(train) [5][100/782] lr: 4.0000e-03 eta: 1 day, 5:35:59 time: 0.4304 data_time: 0.0018 memory: 2279 loss: 0.7492 loss_cls: 0.3438 loss_bbox: 0.4054 2023/06/06 01:49:13 - mmengine - INFO - Epoch(train) [5][150/782] lr: 4.0000e-03 eta: 1 day, 5:45:48 time: 0.6339 data_time: 0.0017 memory: 2279 loss: 0.7477 loss_cls: 0.3404 loss_bbox: 0.4072 2023/06/06 01:49:34 - mmengine - INFO - Epoch(train) [5][200/782] lr: 4.0000e-03 eta: 1 day, 5:42:58 time: 0.4210 data_time: 0.0017 memory: 2279 loss: 0.7542 loss_cls: 0.3418 loss_bbox: 0.4124 2023/06/06 01:49:55 - mmengine - INFO - Epoch(train) [5][250/782] lr: 4.0000e-03 eta: 1 day, 5:40:21 time: 0.4235 data_time: 0.0017 memory: 2279 loss: 0.7545 loss_cls: 0.3422 loss_bbox: 0.4124 2023/06/06 01:50:16 - mmengine - INFO - Epoch(train) [5][300/782] lr: 4.0000e-03 eta: 1 day, 5:38:04 time: 0.4281 data_time: 0.0017 memory: 2279 loss: 0.7652 loss_cls: 0.3476 loss_bbox: 0.4176 2023/06/06 01:50:38 - mmengine - INFO - Epoch(train) [5][350/782] lr: 4.0000e-03 eta: 1 day, 5:35:38 time: 0.4246 data_time: 0.0017 memory: 2279 loss: 0.7376 loss_cls: 0.3371 loss_bbox: 0.4005 2023/06/06 01:51:04 - mmengine - INFO - Epoch(train) [5][400/782] lr: 4.0000e-03 eta: 1 day, 5:38:30 time: 0.5205 data_time: 0.0017 memory: 2279 loss: 0.7246 loss_cls: 0.3266 loss_bbox: 0.3980 2023/06/06 01:51:31 - mmengine - INFO - Epoch(train) [5][450/782] lr: 4.0000e-03 eta: 1 day, 5:42:52 time: 0.5502 data_time: 0.0017 memory: 2279 loss: 0.7159 loss_cls: 0.3253 loss_bbox: 0.3906 2023/06/06 01:51:59 - mmengine - INFO - Epoch(train) [5][500/782] lr: 4.0000e-03 eta: 1 day, 5:46:54 time: 0.5462 data_time: 0.1302 memory: 2279 loss: 0.7347 loss_cls: 0.3301 loss_bbox: 0.4047 2023/06/06 01:52:20 - mmengine - INFO - Epoch(train) [5][550/782] lr: 4.0000e-03 eta: 1 day, 5:44:17 time: 0.4215 data_time: 0.0017 memory: 2279 loss: 0.7345 loss_cls: 0.3330 loss_bbox: 0.4015 2023/06/06 01:52:57 - mmengine - INFO - Epoch(train) [5][600/782] lr: 4.0000e-03 eta: 1 day, 5:58:39 time: 0.7494 data_time: 0.0017 memory: 2279 loss: 0.7231 loss_cls: 0.3263 loss_bbox: 0.3969 2023/06/06 01:53:18 - mmengine - INFO - Epoch(train) [5][650/782] lr: 4.0000e-03 eta: 1 day, 5:56:05 time: 0.4249 data_time: 0.0018 memory: 2279 loss: 0.7181 loss_cls: 0.3237 loss_bbox: 0.3944 2023/06/06 01:53:40 - mmengine - INFO - Epoch(train) [5][700/782] lr: 4.0000e-03 eta: 1 day, 5:53:43 time: 0.4274 data_time: 0.0018 memory: 2279 loss: 0.7274 loss_cls: 0.3265 loss_bbox: 0.4009 2023/06/06 01:54:14 - mmengine - INFO - Epoch(train) [5][750/782] lr: 4.0000e-03 eta: 1 day, 6:04:19 time: 0.6881 data_time: 0.0016 memory: 2279 loss: 0.7268 loss_cls: 0.3258 loss_bbox: 0.4010 2023/06/06 01:54:26 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 01:54:49 - mmengine - INFO - Epoch(train) [6][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:59:46 time: 0.4589 data_time: 0.0137 memory: 2279 loss: 0.7071 loss_cls: 0.3149 loss_bbox: 0.3922 2023/06/06 01:55:08 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 01:55:12 - mmengine - INFO - Epoch(train) [6][100/782] lr: 4.0000e-03 eta: 1 day, 5:59:38 time: 0.4736 data_time: 0.0016 memory: 2279 loss: 0.7117 loss_cls: 0.3162 loss_bbox: 0.3954 2023/06/06 01:55:34 - mmengine - INFO - Epoch(train) [6][150/782] lr: 4.0000e-03 eta: 1 day, 5:57:25 time: 0.4296 data_time: 0.0017 memory: 2279 loss: 0.6938 loss_cls: 0.3106 loss_bbox: 0.3832 2023/06/06 01:55:55 - mmengine - INFO - Epoch(train) [6][200/782] lr: 4.0000e-03 eta: 1 day, 5:54:44 time: 0.4189 data_time: 0.0017 memory: 2279 loss: 0.7137 loss_cls: 0.3160 loss_bbox: 0.3977 2023/06/06 01:56:16 - mmengine - INFO - Epoch(train) [6][250/782] lr: 4.0000e-03 eta: 1 day, 5:52:38 time: 0.4300 data_time: 0.0018 memory: 2279 loss: 0.7116 loss_cls: 0.3197 loss_bbox: 0.3920 2023/06/06 01:56:37 - mmengine - INFO - Epoch(train) [6][300/782] lr: 4.0000e-03 eta: 1 day, 5:50:12 time: 0.4220 data_time: 0.0017 memory: 2279 loss: 0.7071 loss_cls: 0.3099 loss_bbox: 0.3971 2023/06/06 01:56:59 - mmengine - INFO - Epoch(train) [6][350/782] lr: 4.0000e-03 eta: 1 day, 5:48:06 time: 0.4280 data_time: 0.0017 memory: 2279 loss: 0.7064 loss_cls: 0.3137 loss_bbox: 0.3926 2023/06/06 01:57:30 - mmengine - INFO - Epoch(train) [6][400/782] lr: 4.0000e-03 eta: 1 day, 5:54:24 time: 0.6161 data_time: 0.0019 memory: 2279 loss: 0.6960 loss_cls: 0.3102 loss_bbox: 0.3858 2023/06/06 01:57:51 - mmengine - INFO - Epoch(train) [6][450/782] lr: 4.0000e-03 eta: 1 day, 5:52:03 time: 0.4231 data_time: 0.0018 memory: 2279 loss: 0.6698 loss_cls: 0.2924 loss_bbox: 0.3774 2023/06/06 01:58:12 - mmengine - INFO - Epoch(train) [6][500/782] lr: 4.0000e-03 eta: 1 day, 5:49:52 time: 0.4256 data_time: 0.0017 memory: 2279 loss: 0.7066 loss_cls: 0.3100 loss_bbox: 0.3967 2023/06/06 01:58:33 - mmengine - INFO - Epoch(train) [6][550/782] lr: 4.0000e-03 eta: 1 day, 5:47:44 time: 0.4260 data_time: 0.0018 memory: 2279 loss: 0.7013 loss_cls: 0.3105 loss_bbox: 0.3908 2023/06/06 01:59:08 - mmengine - INFO - Epoch(train) [6][600/782] lr: 4.0000e-03 eta: 1 day, 5:57:22 time: 0.7017 data_time: 0.0017 memory: 2279 loss: 0.6813 loss_cls: 0.2967 loss_bbox: 0.3846 2023/06/06 01:59:30 - mmengine - INFO - Epoch(train) [6][650/782] lr: 4.0000e-03 eta: 1 day, 5:55:05 time: 0.4236 data_time: 0.0018 memory: 2279 loss: 0.7001 loss_cls: 0.3113 loss_bbox: 0.3888 2023/06/06 01:59:51 - mmengine - INFO - Epoch(train) [6][700/782] lr: 4.0000e-03 eta: 1 day, 5:52:51 time: 0.4239 data_time: 0.0018 memory: 2279 loss: 0.6912 loss_cls: 0.3048 loss_bbox: 0.3864 2023/06/06 02:00:12 - mmengine - INFO - Epoch(train) [6][750/782] lr: 4.0000e-03 eta: 1 day, 5:50:32 time: 0.4208 data_time: 0.0018 memory: 2279 loss: 0.7126 loss_cls: 0.3164 loss_bbox: 0.3962 2023/06/06 02:00:30 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:00:52 - mmengine - INFO - Epoch(train) [7][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:51:48 time: 0.4556 data_time: 0.0334 memory: 2279 loss: 0.6755 loss_cls: 0.3002 loss_bbox: 0.3753 2023/06/06 02:01:18 - mmengine - INFO - Epoch(train) [7][100/782] lr: 4.0000e-03 eta: 1 day, 5:52:59 time: 0.5073 data_time: 0.0019 memory: 2279 loss: 0.6660 loss_cls: 0.2874 loss_bbox: 0.3786 2023/06/06 02:01:39 - mmengine - INFO - Epoch(train) [7][150/782] lr: 4.0000e-03 eta: 1 day, 5:50:50 time: 0.4235 data_time: 0.0019 memory: 2279 loss: 0.6757 loss_cls: 0.2958 loss_bbox: 0.3799 2023/06/06 02:02:00 - mmengine - INFO - Epoch(train) [7][200/782] lr: 4.0000e-03 eta: 1 day, 5:48:35 time: 0.4201 data_time: 0.0019 memory: 2279 loss: 0.6564 loss_cls: 0.2892 loss_bbox: 0.3672 2023/06/06 02:02:21 - mmengine - INFO - Epoch(train) [7][250/782] lr: 4.0000e-03 eta: 1 day, 5:46:13 time: 0.4163 data_time: 0.0018 memory: 2279 loss: 0.6804 loss_cls: 0.2970 loss_bbox: 0.3834 2023/06/06 02:02:58 - mmengine - INFO - Epoch(train) [7][300/782] lr: 4.0000e-03 eta: 1 day, 5:56:23 time: 0.7419 data_time: 0.0018 memory: 2279 loss: 0.6569 loss_cls: 0.2827 loss_bbox: 0.3742 2023/06/06 02:03:02 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:03:19 - mmengine - INFO - Epoch(train) [7][350/782] lr: 4.0000e-03 eta: 1 day, 5:54:13 time: 0.4230 data_time: 0.0017 memory: 2279 loss: 0.6926 loss_cls: 0.3046 loss_bbox: 0.3880 2023/06/06 02:03:40 - mmengine - INFO - Epoch(train) [7][400/782] lr: 4.0000e-03 eta: 1 day, 5:51:46 time: 0.4138 data_time: 0.0017 memory: 2279 loss: 0.6543 loss_cls: 0.2859 loss_bbox: 0.3684 2023/06/06 02:04:01 - mmengine - INFO - Epoch(train) [7][450/782] lr: 4.0000e-03 eta: 1 day, 5:49:45 time: 0.4247 data_time: 0.0017 memory: 2279 loss: 0.6792 loss_cls: 0.2925 loss_bbox: 0.3867 2023/06/06 02:04:22 - mmengine - INFO - Epoch(train) [7][500/782] lr: 4.0000e-03 eta: 1 day, 5:47:52 time: 0.4277 data_time: 0.0017 memory: 2279 loss: 0.6538 loss_cls: 0.2855 loss_bbox: 0.3683 2023/06/06 02:04:44 - mmengine - INFO - Epoch(train) [7][550/782] lr: 4.0000e-03 eta: 1 day, 5:45:55 time: 0.4245 data_time: 0.0018 memory: 2279 loss: 0.6699 loss_cls: 0.2911 loss_bbox: 0.3788 2023/06/06 02:05:08 - mmengine - INFO - Epoch(train) [7][600/782] lr: 4.0000e-03 eta: 1 day, 5:46:31 time: 0.4949 data_time: 0.0019 memory: 2279 loss: 0.6689 loss_cls: 0.2931 loss_bbox: 0.3759 2023/06/06 02:05:37 - mmengine - INFO - Epoch(train) [7][650/782] lr: 4.0000e-03 eta: 1 day, 5:49:42 time: 0.5674 data_time: 0.0017 memory: 2279 loss: 0.6615 loss_cls: 0.2832 loss_bbox: 0.3783 2023/06/06 02:06:10 - mmengine - INFO - Epoch(train) [7][700/782] lr: 4.0000e-03 eta: 1 day, 5:56:19 time: 0.6661 data_time: 0.0018 memory: 2279 loss: 0.6392 loss_cls: 0.2737 loss_bbox: 0.3655 2023/06/06 02:06:39 - mmengine - INFO - Epoch(train) [7][750/782] lr: 4.0000e-03 eta: 1 day, 5:59:23 time: 0.5685 data_time: 0.0748 memory: 2279 loss: 0.6699 loss_cls: 0.2894 loss_bbox: 0.3804 2023/06/06 02:06:50 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:07:13 - mmengine - INFO - Epoch(train) [8][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:56:06 time: 0.4703 data_time: 0.0143 memory: 2279 loss: 0.6590 loss_cls: 0.2865 loss_bbox: 0.3726 2023/06/06 02:07:35 - mmengine - INFO - Epoch(train) [8][100/782] lr: 4.0000e-03 eta: 1 day, 5:54:18 time: 0.4290 data_time: 0.0017 memory: 2279 loss: 0.6640 loss_cls: 0.2865 loss_bbox: 0.3775 2023/06/06 02:07:56 - mmengine - INFO - Epoch(train) [8][150/782] lr: 4.0000e-03 eta: 1 day, 5:52:14 time: 0.4206 data_time: 0.0017 memory: 2279 loss: 0.6593 loss_cls: 0.2832 loss_bbox: 0.3761 2023/06/06 02:08:20 - mmengine - INFO - Epoch(train) [8][200/782] lr: 4.0000e-03 eta: 1 day, 5:52:03 time: 0.4760 data_time: 0.0018 memory: 2279 loss: 0.6593 loss_cls: 0.2809 loss_bbox: 0.3785 2023/06/06 02:08:41 - mmengine - INFO - Epoch(train) [8][250/782] lr: 4.0000e-03 eta: 1 day, 5:50:06 time: 0.4231 data_time: 0.0017 memory: 2279 loss: 0.6595 loss_cls: 0.2824 loss_bbox: 0.3772 2023/06/06 02:09:02 - mmengine - INFO - Epoch(train) [8][300/782] lr: 4.0000e-03 eta: 1 day, 5:47:59 time: 0.4169 data_time: 0.0017 memory: 2279 loss: 0.6269 loss_cls: 0.2659 loss_bbox: 0.3609 2023/06/06 02:09:23 - mmengine - INFO - Epoch(train) [8][350/782] lr: 4.0000e-03 eta: 1 day, 5:46:08 time: 0.4245 data_time: 0.0017 memory: 2279 loss: 0.6420 loss_cls: 0.2744 loss_bbox: 0.3676 2023/06/06 02:09:44 - mmengine - INFO - Epoch(train) [8][400/782] lr: 4.0000e-03 eta: 1 day, 5:44:12 time: 0.4207 data_time: 0.0018 memory: 2279 loss: 0.6362 loss_cls: 0.2752 loss_bbox: 0.3610 2023/06/06 02:10:15 - mmengine - INFO - Epoch(train) [8][450/782] lr: 4.0000e-03 eta: 1 day, 5:48:29 time: 0.6132 data_time: 0.0018 memory: 2279 loss: 0.6210 loss_cls: 0.2635 loss_bbox: 0.3575 2023/06/06 02:10:36 - mmengine - INFO - Epoch(train) [8][500/782] lr: 4.0000e-03 eta: 1 day, 5:46:33 time: 0.4208 data_time: 0.0016 memory: 2279 loss: 0.6655 loss_cls: 0.2841 loss_bbox: 0.3814 2023/06/06 02:10:47 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:10:57 - mmengine - INFO - Epoch(train) [8][550/782] lr: 4.0000e-03 eta: 1 day, 5:44:34 time: 0.4187 data_time: 0.0018 memory: 2279 loss: 0.6661 loss_cls: 0.2874 loss_bbox: 0.3787 2023/06/06 02:11:19 - mmengine - INFO - Epoch(train) [8][600/782] lr: 4.0000e-03 eta: 1 day, 5:43:17 time: 0.4401 data_time: 0.0017 memory: 2279 loss: 0.6344 loss_cls: 0.2686 loss_bbox: 0.3658 2023/06/06 02:11:39 - mmengine - INFO - Epoch(train) [8][650/782] lr: 4.0000e-03 eta: 1 day, 5:41:08 time: 0.4115 data_time: 0.0017 memory: 2279 loss: 0.6257 loss_cls: 0.2661 loss_bbox: 0.3596 2023/06/06 02:12:00 - mmengine - INFO - Epoch(train) [8][700/782] lr: 4.0000e-03 eta: 1 day, 5:39:24 time: 0.4240 data_time: 0.0017 memory: 2279 loss: 0.6261 loss_cls: 0.2659 loss_bbox: 0.3602 2023/06/06 02:12:22 - mmengine - INFO - Epoch(train) [8][750/782] lr: 4.0000e-03 eta: 1 day, 5:37:44 time: 0.4258 data_time: 0.0017 memory: 2279 loss: 0.6474 loss_cls: 0.2806 loss_bbox: 0.3668 2023/06/06 02:12:46 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:13:09 - mmengine - INFO - Epoch(train) [9][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:42:32 time: 0.4626 data_time: 0.0263 memory: 2279 loss: 0.6562 loss_cls: 0.2792 loss_bbox: 0.3770 2023/06/06 02:13:30 - mmengine - INFO - Epoch(train) [9][100/782] lr: 4.0000e-03 eta: 1 day, 5:40:42 time: 0.4202 data_time: 0.0017 memory: 2279 loss: 0.6310 loss_cls: 0.2681 loss_bbox: 0.3629 2023/06/06 02:13:51 - mmengine - INFO - Epoch(train) [9][150/782] lr: 4.0000e-03 eta: 1 day, 5:39:00 time: 0.4241 data_time: 0.0018 memory: 2279 loss: 0.6553 loss_cls: 0.2814 loss_bbox: 0.3738 2023/06/06 02:14:12 - mmengine - INFO - Epoch(train) [9][200/782] lr: 4.0000e-03 eta: 1 day, 5:37:19 time: 0.4237 data_time: 0.0018 memory: 2279 loss: 0.6294 loss_cls: 0.2694 loss_bbox: 0.3600 2023/06/06 02:14:34 - mmengine - INFO - Epoch(train) [9][250/782] lr: 4.0000e-03 eta: 1 day, 5:35:37 time: 0.4225 data_time: 0.0017 memory: 2279 loss: 0.6337 loss_cls: 0.2716 loss_bbox: 0.3621 2023/06/06 02:14:55 - mmengine - INFO - Epoch(train) [9][300/782] lr: 4.0000e-03 eta: 1 day, 5:33:54 time: 0.4215 data_time: 0.0019 memory: 2279 loss: 0.6391 loss_cls: 0.2721 loss_bbox: 0.3670 2023/06/06 02:15:16 - mmengine - INFO - Epoch(train) [9][350/782] lr: 4.0000e-03 eta: 1 day, 5:32:14 time: 0.4222 data_time: 0.0018 memory: 2279 loss: 0.6398 loss_cls: 0.2735 loss_bbox: 0.3662 2023/06/06 02:15:41 - mmengine - INFO - Epoch(train) [9][400/782] lr: 4.0000e-03 eta: 1 day, 5:32:59 time: 0.5065 data_time: 0.0018 memory: 2279 loss: 0.6389 loss_cls: 0.2731 loss_bbox: 0.3658 2023/06/06 02:16:10 - mmengine - INFO - Epoch(train) [9][450/782] lr: 4.0000e-03 eta: 1 day, 5:35:44 time: 0.5776 data_time: 0.0017 memory: 2279 loss: 0.6416 loss_cls: 0.2692 loss_bbox: 0.3724 2023/06/06 02:16:31 - mmengine - INFO - Epoch(train) [9][500/782] lr: 4.0000e-03 eta: 1 day, 5:33:53 time: 0.4155 data_time: 0.0017 memory: 2279 loss: 0.6131 loss_cls: 0.2611 loss_bbox: 0.3520 2023/06/06 02:16:59 - mmengine - INFO - Epoch(train) [9][550/782] lr: 4.0000e-03 eta: 1 day, 5:36:27 time: 0.5728 data_time: 0.0018 memory: 2279 loss: 0.6183 loss_cls: 0.2625 loss_bbox: 0.3557 2023/06/06 02:17:24 - mmengine - INFO - Epoch(train) [9][600/782] lr: 4.0000e-03 eta: 1 day, 5:36:51 time: 0.4964 data_time: 0.0018 memory: 2279 loss: 0.6210 loss_cls: 0.2635 loss_bbox: 0.3574 2023/06/06 02:17:45 - mmengine - INFO - Epoch(train) [9][650/782] lr: 4.0000e-03 eta: 1 day, 5:35:03 time: 0.4171 data_time: 0.0018 memory: 2279 loss: 0.6016 loss_cls: 0.2548 loss_bbox: 0.3468 2023/06/06 02:18:06 - mmengine - INFO - Epoch(train) [9][700/782] lr: 4.0000e-03 eta: 1 day, 5:33:11 time: 0.4133 data_time: 0.0018 memory: 2279 loss: 0.6131 loss_cls: 0.2609 loss_bbox: 0.3522 2023/06/06 02:18:31 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:18:34 - mmengine - INFO - Epoch(train) [9][750/782] lr: 4.0000e-03 eta: 1 day, 5:35:17 time: 0.5593 data_time: 0.0461 memory: 2279 loss: 0.6366 loss_cls: 0.2747 loss_bbox: 0.3618 2023/06/06 02:18:45 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:19:08 - mmengine - INFO - Epoch(train) [10][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:32:19 time: 0.4531 data_time: 0.0125 memory: 2279 loss: 0.6417 loss_cls: 0.2707 loss_bbox: 0.3709 2023/06/06 02:19:29 - mmengine - INFO - Epoch(train) [10][100/782] lr: 4.0000e-03 eta: 1 day, 5:30:42 time: 0.4211 data_time: 0.0018 memory: 2279 loss: 0.6121 loss_cls: 0.2621 loss_bbox: 0.3500 2023/06/06 02:19:53 - mmengine - INFO - Epoch(train) [10][150/782] lr: 4.0000e-03 eta: 1 day, 5:30:33 time: 0.4762 data_time: 0.0019 memory: 2279 loss: 0.5924 loss_cls: 0.2529 loss_bbox: 0.3395 2023/06/06 02:20:13 - mmengine - INFO - Epoch(train) [10][200/782] lr: 4.0000e-03 eta: 1 day, 5:28:49 time: 0.4154 data_time: 0.0018 memory: 2279 loss: 0.6304 loss_cls: 0.2634 loss_bbox: 0.3670 2023/06/06 02:20:38 - mmengine - INFO - Epoch(train) [10][250/782] lr: 4.0000e-03 eta: 1 day, 5:28:52 time: 0.4837 data_time: 0.0017 memory: 2279 loss: 0.6109 loss_cls: 0.2573 loss_bbox: 0.3536 2023/06/06 02:21:00 - mmengine - INFO - Epoch(train) [10][300/782] lr: 4.0000e-03 eta: 1 day, 5:28:12 time: 0.4566 data_time: 0.0427 memory: 2279 loss: 0.6135 loss_cls: 0.2580 loss_bbox: 0.3555 2023/06/06 02:21:40 - mmengine - INFO - Epoch(train) [10][350/782] lr: 4.0000e-03 eta: 1 day, 5:36:17 time: 0.7972 data_time: 0.0018 memory: 2279 loss: 0.6073 loss_cls: 0.2546 loss_bbox: 0.3527 2023/06/06 02:22:01 - mmengine - INFO - Epoch(train) [10][400/782] lr: 4.0000e-03 eta: 1 day, 5:34:30 time: 0.4145 data_time: 0.0017 memory: 2279 loss: 0.6283 loss_cls: 0.2635 loss_bbox: 0.3648 2023/06/06 02:22:22 - mmengine - INFO - Epoch(train) [10][450/782] lr: 4.0000e-03 eta: 1 day, 5:33:01 time: 0.4256 data_time: 0.0017 memory: 2279 loss: 0.6113 loss_cls: 0.2569 loss_bbox: 0.3544 2023/06/06 02:22:43 - mmengine - INFO - Epoch(train) [10][500/782] lr: 4.0000e-03 eta: 1 day, 5:31:28 time: 0.4220 data_time: 0.0017 memory: 2279 loss: 0.6204 loss_cls: 0.2607 loss_bbox: 0.3597 2023/06/06 02:23:26 - mmengine - INFO - Epoch(train) [10][550/782] lr: 4.0000e-03 eta: 1 day, 5:40:42 time: 0.8540 data_time: 0.3810 memory: 2279 loss: 0.6112 loss_cls: 0.2554 loss_bbox: 0.3558 2023/06/06 02:23:48 - mmengine - INFO - Epoch(train) [10][600/782] lr: 4.0000e-03 eta: 1 day, 5:39:14 time: 0.4273 data_time: 0.0017 memory: 2279 loss: 0.6118 loss_cls: 0.2572 loss_bbox: 0.3546 2023/06/06 02:24:09 - mmengine - INFO - Epoch(train) [10][650/782] lr: 4.0000e-03 eta: 1 day, 5:37:48 time: 0.4279 data_time: 0.0017 memory: 2279 loss: 0.6058 loss_cls: 0.2541 loss_bbox: 0.3517 2023/06/06 02:24:30 - mmengine - INFO - Epoch(train) [10][700/782] lr: 4.0000e-03 eta: 1 day, 5:36:06 time: 0.4167 data_time: 0.0018 memory: 2279 loss: 0.6128 loss_cls: 0.2573 loss_bbox: 0.3555 2023/06/06 02:24:51 - mmengine - INFO - Epoch(train) [10][750/782] lr: 4.0000e-03 eta: 1 day, 5:34:32 time: 0.4211 data_time: 0.0017 memory: 2279 loss: 0.6147 loss_cls: 0.2583 loss_bbox: 0.3564 2023/06/06 02:25:03 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:25:03 - mmengine - INFO - Saving checkpoint at 10 epochs 2023/06/06 02:25:15 - mmengine - INFO - Evaluating bbox... 2023/06/06 02:25:20 - mmengine - INFO - bbox_mAP_copypaste: 0.636 0.931 0.728 0.133 0.458 0.666 2023/06/06 02:25:20 - mmengine - INFO - Epoch(val) [10][43/43] coco/bbox_mAP: 0.6360 coco/bbox_mAP_50: 0.9310 coco/bbox_mAP_75: 0.7280 coco/bbox_mAP_s: 0.1330 coco/bbox_mAP_m: 0.4580 coco/bbox_mAP_l: 0.6660 data_time: 0.1042 time: 0.1322 2023/06/06 02:25:52 - mmengine - INFO - Epoch(train) [11][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:36:24 time: 0.6382 data_time: 0.1903 memory: 2279 loss: 0.6081 loss_cls: 0.2548 loss_bbox: 0.3533 2023/06/06 02:26:13 - mmengine - INFO - Epoch(train) [11][100/782] lr: 4.0000e-03 eta: 1 day, 5:34:53 time: 0.4227 data_time: 0.0017 memory: 2279 loss: 0.5917 loss_cls: 0.2467 loss_bbox: 0.3450 2023/06/06 02:26:34 - mmengine - INFO - Epoch(train) [11][150/782] lr: 4.0000e-03 eta: 1 day, 5:33:22 time: 0.4223 data_time: 0.0017 memory: 2279 loss: 0.5962 loss_cls: 0.2522 loss_bbox: 0.3440 2023/06/06 02:26:53 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:27:01 - mmengine - INFO - Epoch(train) [11][200/782] lr: 4.0000e-03 eta: 1 day, 5:34:42 time: 0.5425 data_time: 0.0019 memory: 2279 loss: 0.6045 loss_cls: 0.2518 loss_bbox: 0.3527 2023/06/06 02:27:28 - mmengine - INFO - Epoch(train) [11][250/782] lr: 4.0000e-03 eta: 1 day, 5:35:48 time: 0.5341 data_time: 0.0017 memory: 2279 loss: 0.6060 loss_cls: 0.2457 loss_bbox: 0.3603 2023/06/06 02:27:53 - mmengine - INFO - Epoch(train) [11][300/782] lr: 4.0000e-03 eta: 1 day, 5:36:24 time: 0.5128 data_time: 0.1021 memory: 2279 loss: 0.6222 loss_cls: 0.2645 loss_bbox: 0.3577 2023/06/06 02:28:15 - mmengine - INFO - Epoch(train) [11][350/782] lr: 4.0000e-03 eta: 1 day, 5:34:53 time: 0.4224 data_time: 0.0018 memory: 2279 loss: 0.5917 loss_cls: 0.2451 loss_bbox: 0.3466 2023/06/06 02:28:36 - mmengine - INFO - Epoch(train) [11][400/782] lr: 4.0000e-03 eta: 1 day, 5:33:19 time: 0.4186 data_time: 0.0018 memory: 2279 loss: 0.6097 loss_cls: 0.2591 loss_bbox: 0.3506 2023/06/06 02:28:57 - mmengine - INFO - Epoch(train) [11][450/782] lr: 4.0000e-03 eta: 1 day, 5:31:50 time: 0.4224 data_time: 0.0018 memory: 2279 loss: 0.5876 loss_cls: 0.2445 loss_bbox: 0.3430 2023/06/06 02:29:29 - mmengine - INFO - Epoch(train) [11][500/782] lr: 4.0000e-03 eta: 1 day, 5:35:34 time: 0.6516 data_time: 0.0019 memory: 2279 loss: 0.5838 loss_cls: 0.2433 loss_bbox: 0.3405 2023/06/06 02:29:50 - mmengine - INFO - Epoch(train) [11][550/782] lr: 4.0000e-03 eta: 1 day, 5:34:04 time: 0.4217 data_time: 0.0018 memory: 2279 loss: 0.5784 loss_cls: 0.2400 loss_bbox: 0.3385 2023/06/06 02:30:11 - mmengine - INFO - Epoch(train) [11][600/782] lr: 4.0000e-03 eta: 1 day, 5:32:30 time: 0.4181 data_time: 0.0018 memory: 2279 loss: 0.5835 loss_cls: 0.2414 loss_bbox: 0.3421 2023/06/06 02:30:32 - mmengine - INFO - Epoch(train) [11][650/782] lr: 4.0000e-03 eta: 1 day, 5:31:00 time: 0.4202 data_time: 0.0018 memory: 2279 loss: 0.6038 loss_cls: 0.2526 loss_bbox: 0.3512 2023/06/06 02:30:54 - mmengine - INFO - Epoch(train) [11][700/782] lr: 4.0000e-03 eta: 1 day, 5:29:36 time: 0.4246 data_time: 0.0018 memory: 2279 loss: 0.6085 loss_cls: 0.2589 loss_bbox: 0.3496 2023/06/06 02:31:14 - mmengine - INFO - Epoch(train) [11][750/782] lr: 4.0000e-03 eta: 1 day, 5:28:06 time: 0.4190 data_time: 0.0018 memory: 2279 loss: 0.5933 loss_cls: 0.2472 loss_bbox: 0.3461 2023/06/06 02:31:26 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:31:52 - mmengine - INFO - Epoch(train) [12][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:27:12 time: 0.5297 data_time: 0.0250 memory: 2279 loss: 0.5841 loss_cls: 0.2443 loss_bbox: 0.3399 2023/06/06 02:32:14 - mmengine - INFO - Epoch(train) [12][100/782] lr: 4.0000e-03 eta: 1 day, 5:25:50 time: 0.4241 data_time: 0.0017 memory: 2279 loss: 0.6076 loss_cls: 0.2587 loss_bbox: 0.3489 2023/06/06 02:32:35 - mmengine - INFO - Epoch(train) [12][150/782] lr: 4.0000e-03 eta: 1 day, 5:24:29 time: 0.4241 data_time: 0.0018 memory: 2279 loss: 0.5919 loss_cls: 0.2490 loss_bbox: 0.3429 2023/06/06 02:32:56 - mmengine - INFO - Epoch(train) [12][200/782] lr: 4.0000e-03 eta: 1 day, 5:23:18 time: 0.4314 data_time: 0.0018 memory: 2279 loss: 0.5914 loss_cls: 0.2465 loss_bbox: 0.3450 2023/06/06 02:33:17 - mmengine - INFO - Epoch(train) [12][250/782] lr: 4.0000e-03 eta: 1 day, 5:21:52 time: 0.4196 data_time: 0.0018 memory: 2279 loss: 0.5905 loss_cls: 0.2444 loss_bbox: 0.3461 2023/06/06 02:33:39 - mmengine - INFO - Epoch(train) [12][300/782] lr: 4.0000e-03 eta: 1 day, 5:20:40 time: 0.4299 data_time: 0.0018 memory: 2279 loss: 0.5923 loss_cls: 0.2451 loss_bbox: 0.3471 2023/06/06 02:34:06 - mmengine - INFO - Epoch(train) [12][350/782] lr: 4.0000e-03 eta: 1 day, 5:21:38 time: 0.5329 data_time: 0.0018 memory: 2279 loss: 0.5707 loss_cls: 0.2378 loss_bbox: 0.3329 2023/06/06 02:34:26 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:34:27 - mmengine - INFO - Epoch(train) [12][400/782] lr: 4.0000e-03 eta: 1 day, 5:20:31 time: 0.4335 data_time: 0.0018 memory: 2279 loss: 0.5854 loss_cls: 0.2424 loss_bbox: 0.3431 2023/06/06 02:34:55 - mmengine - INFO - Epoch(train) [12][450/782] lr: 4.0000e-03 eta: 1 day, 5:21:50 time: 0.5505 data_time: 0.0018 memory: 2279 loss: 0.5932 loss_cls: 0.2465 loss_bbox: 0.3467 2023/06/06 02:35:16 - mmengine - INFO - Epoch(train) [12][500/782] lr: 4.0000e-03 eta: 1 day, 5:20:40 time: 0.4308 data_time: 0.0018 memory: 2279 loss: 0.5658 loss_cls: 0.2337 loss_bbox: 0.3321 2023/06/06 02:35:38 - mmengine - INFO - Epoch(train) [12][550/782] lr: 4.0000e-03 eta: 1 day, 5:19:38 time: 0.4372 data_time: 0.0018 memory: 2279 loss: 0.5830 loss_cls: 0.2411 loss_bbox: 0.3419 2023/06/06 02:36:01 - mmengine - INFO - Epoch(train) [12][600/782] lr: 4.0000e-03 eta: 1 day, 5:19:06 time: 0.4615 data_time: 0.0018 memory: 2279 loss: 0.5822 loss_cls: 0.2421 loss_bbox: 0.3401 2023/06/06 02:36:38 - mmengine - INFO - Epoch(train) [12][650/782] lr: 4.0000e-03 eta: 1 day, 5:23:59 time: 0.7277 data_time: 0.3088 memory: 2279 loss: 0.5704 loss_cls: 0.2388 loss_bbox: 0.3316 2023/06/06 02:36:59 - mmengine - INFO - Epoch(train) [12][700/782] lr: 4.0000e-03 eta: 1 day, 5:22:46 time: 0.4289 data_time: 0.0018 memory: 2279 loss: 0.5633 loss_cls: 0.2339 loss_bbox: 0.3295 2023/06/06 02:37:20 - mmengine - INFO - Epoch(train) [12][750/782] lr: 4.0000e-03 eta: 1 day, 5:21:28 time: 0.4247 data_time: 0.0019 memory: 2279 loss: 0.5842 loss_cls: 0.2403 loss_bbox: 0.3439 2023/06/06 02:37:42 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:38:12 - mmengine - INFO - Epoch(train) [13][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:25:59 time: 0.5964 data_time: 0.0167 memory: 2279 loss: 0.5739 loss_cls: 0.2339 loss_bbox: 0.3400 2023/06/06 02:38:43 - mmengine - INFO - Epoch(train) [13][100/782] lr: 4.0000e-03 eta: 1 day, 5:28:26 time: 0.6144 data_time: 0.0018 memory: 2279 loss: 0.5703 loss_cls: 0.2334 loss_bbox: 0.3370 2023/06/06 02:39:04 - mmengine - INFO - Epoch(train) [13][150/782] lr: 4.0000e-03 eta: 1 day, 5:27:15 time: 0.4310 data_time: 0.0018 memory: 2279 loss: 0.5883 loss_cls: 0.2444 loss_bbox: 0.3439 2023/06/06 02:39:25 - mmengine - INFO - Epoch(train) [13][200/782] lr: 4.0000e-03 eta: 1 day, 5:25:53 time: 0.4215 data_time: 0.0018 memory: 2279 loss: 0.5858 loss_cls: 0.2431 loss_bbox: 0.3427 2023/06/06 02:39:46 - mmengine - INFO - Epoch(train) [13][250/782] lr: 4.0000e-03 eta: 1 day, 5:24:36 time: 0.4247 data_time: 0.0018 memory: 2279 loss: 0.5798 loss_cls: 0.2420 loss_bbox: 0.3378 2023/06/06 02:40:08 - mmengine - INFO - Epoch(train) [13][300/782] lr: 4.0000e-03 eta: 1 day, 5:23:20 time: 0.4259 data_time: 0.0018 memory: 2279 loss: 0.5804 loss_cls: 0.2365 loss_bbox: 0.3440 2023/06/06 02:40:29 - mmengine - INFO - Epoch(train) [13][350/782] lr: 4.0000e-03 eta: 1 day, 5:22:03 time: 0.4239 data_time: 0.0018 memory: 2279 loss: 0.5775 loss_cls: 0.2389 loss_bbox: 0.3387 2023/06/06 02:40:59 - mmengine - INFO - Epoch(train) [13][400/782] lr: 4.0000e-03 eta: 1 day, 5:24:00 time: 0.5921 data_time: 0.1749 memory: 2279 loss: 0.5658 loss_cls: 0.2353 loss_bbox: 0.3305 2023/06/06 02:41:20 - mmengine - INFO - Epoch(train) [13][450/782] lr: 4.0000e-03 eta: 1 day, 5:22:38 time: 0.4198 data_time: 0.0019 memory: 2279 loss: 0.5790 loss_cls: 0.2383 loss_bbox: 0.3406 2023/06/06 02:41:40 - mmengine - INFO - Epoch(train) [13][500/782] lr: 4.0000e-03 eta: 1 day, 5:21:11 time: 0.4151 data_time: 0.0018 memory: 2279 loss: 0.5619 loss_cls: 0.2341 loss_bbox: 0.3279 2023/06/06 02:42:01 - mmengine - INFO - Epoch(train) [13][550/782] lr: 4.0000e-03 eta: 1 day, 5:19:49 time: 0.4180 data_time: 0.0018 memory: 2279 loss: 0.5771 loss_cls: 0.2375 loss_bbox: 0.3397 2023/06/06 02:42:23 - mmengine - INFO - Epoch(train) [13][600/782] lr: 4.0000e-03 eta: 1 day, 5:18:38 time: 0.4282 data_time: 0.0018 memory: 2279 loss: 0.5666 loss_cls: 0.2363 loss_bbox: 0.3302 2023/06/06 02:42:30 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:42:44 - mmengine - INFO - Epoch(train) [13][650/782] lr: 4.0000e-03 eta: 1 day, 5:17:24 time: 0.4242 data_time: 0.0018 memory: 2279 loss: 0.5766 loss_cls: 0.2369 loss_bbox: 0.3397 2023/06/06 02:43:05 - mmengine - INFO - Epoch(train) [13][700/782] lr: 4.0000e-03 eta: 1 day, 5:16:14 time: 0.4282 data_time: 0.0018 memory: 2279 loss: 0.5664 loss_cls: 0.2369 loss_bbox: 0.3295 2023/06/06 02:43:26 - mmengine - INFO - Epoch(train) [13][750/782] lr: 4.0000e-03 eta: 1 day, 5:14:59 time: 0.4230 data_time: 0.0019 memory: 2279 loss: 0.5691 loss_cls: 0.2358 loss_bbox: 0.3333 2023/06/06 02:43:38 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:44:00 - mmengine - INFO - Epoch(train) [14][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:12:38 time: 0.4460 data_time: 0.0230 memory: 2279 loss: 0.5818 loss_cls: 0.2439 loss_bbox: 0.3380 2023/06/06 02:44:21 - mmengine - INFO - Epoch(train) [14][100/782] lr: 4.0000e-03 eta: 1 day, 5:11:25 time: 0.4234 data_time: 0.0019 memory: 2279 loss: 0.5720 loss_cls: 0.2362 loss_bbox: 0.3358 2023/06/06 02:44:53 - mmengine - INFO - Epoch(train) [14][150/782] lr: 4.0000e-03 eta: 1 day, 5:13:56 time: 0.6283 data_time: 0.0018 memory: 2279 loss: 0.5654 loss_cls: 0.2317 loss_bbox: 0.3337 2023/06/06 02:45:14 - mmengine - INFO - Epoch(train) [14][200/782] lr: 4.0000e-03 eta: 1 day, 5:12:34 time: 0.4153 data_time: 0.0018 memory: 2279 loss: 0.5534 loss_cls: 0.2282 loss_bbox: 0.3251 2023/06/06 02:45:42 - mmengine - INFO - Epoch(train) [14][250/782] lr: 4.0000e-03 eta: 1 day, 5:14:06 time: 0.5760 data_time: 0.0019 memory: 2279 loss: 0.5567 loss_cls: 0.2287 loss_bbox: 0.3280 2023/06/06 02:46:03 - mmengine - INFO - Epoch(train) [14][300/782] lr: 4.0000e-03 eta: 1 day, 5:12:46 time: 0.4168 data_time: 0.0018 memory: 2279 loss: 0.5982 loss_cls: 0.2480 loss_bbox: 0.3503 2023/06/06 02:46:24 - mmengine - INFO - Epoch(train) [14][350/782] lr: 4.0000e-03 eta: 1 day, 5:11:27 time: 0.4171 data_time: 0.0019 memory: 2279 loss: 0.5594 loss_cls: 0.2283 loss_bbox: 0.3310 2023/06/06 02:46:45 - mmengine - INFO - Epoch(train) [14][400/782] lr: 4.0000e-03 eta: 1 day, 5:10:07 time: 0.4162 data_time: 0.0018 memory: 2279 loss: 0.5560 loss_cls: 0.2304 loss_bbox: 0.3256 2023/06/06 02:47:06 - mmengine - INFO - Epoch(train) [14][450/782] lr: 4.0000e-03 eta: 1 day, 5:08:45 time: 0.4128 data_time: 0.0018 memory: 2279 loss: 0.5591 loss_cls: 0.2299 loss_bbox: 0.3292 2023/06/06 02:47:27 - mmengine - INFO - Epoch(train) [14][500/782] lr: 4.0000e-03 eta: 1 day, 5:07:37 time: 0.4262 data_time: 0.0018 memory: 2279 loss: 0.5501 loss_cls: 0.2240 loss_bbox: 0.3261 2023/06/06 02:47:48 - mmengine - INFO - Epoch(train) [14][550/782] lr: 4.0000e-03 eta: 1 day, 5:06:23 time: 0.4197 data_time: 0.0019 memory: 2279 loss: 0.5633 loss_cls: 0.2272 loss_bbox: 0.3361 2023/06/06 02:48:09 - mmengine - INFO - Epoch(train) [14][600/782] lr: 4.0000e-03 eta: 1 day, 5:05:07 time: 0.4170 data_time: 0.0019 memory: 2279 loss: 0.5676 loss_cls: 0.2324 loss_bbox: 0.3353 2023/06/06 02:48:30 - mmengine - INFO - Epoch(train) [14][650/782] lr: 4.0000e-03 eta: 1 day, 5:03:59 time: 0.4247 data_time: 0.0020 memory: 2279 loss: 0.5462 loss_cls: 0.2232 loss_bbox: 0.3230 2023/06/06 02:48:51 - mmengine - INFO - Epoch(train) [14][700/782] lr: 4.0000e-03 eta: 1 day, 5:02:45 time: 0.4183 data_time: 0.0018 memory: 2279 loss: 0.5483 loss_cls: 0.2280 loss_bbox: 0.3203 2023/06/06 02:49:12 - mmengine - INFO - Epoch(train) [14][750/782] lr: 4.0000e-03 eta: 1 day, 5:01:35 time: 0.4226 data_time: 0.0018 memory: 2279 loss: 0.5670 loss_cls: 0.2346 loss_bbox: 0.3324 2023/06/06 02:49:24 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:49:47 - mmengine - INFO - Epoch(train) [15][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:59:43 time: 0.4562 data_time: 0.0148 memory: 2279 loss: 0.5618 loss_cls: 0.2288 loss_bbox: 0.3330 2023/06/06 02:49:48 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:50:10 - mmengine - INFO - Epoch(train) [15][100/782] lr: 4.0000e-03 eta: 1 day, 4:59:16 time: 0.4634 data_time: 0.0020 memory: 2279 loss: 0.5592 loss_cls: 0.2313 loss_bbox: 0.3279 2023/06/06 02:50:31 - mmengine - INFO - Epoch(train) [15][150/782] lr: 4.0000e-03 eta: 1 day, 4:58:06 time: 0.4201 data_time: 0.0019 memory: 2279 loss: 0.5681 loss_cls: 0.2337 loss_bbox: 0.3344 2023/06/06 02:50:52 - mmengine - INFO - Epoch(train) [15][200/782] lr: 4.0000e-03 eta: 1 day, 4:57:01 time: 0.4252 data_time: 0.0018 memory: 2279 loss: 0.5726 loss_cls: 0.2340 loss_bbox: 0.3385 2023/06/06 02:51:13 - mmengine - INFO - Epoch(train) [15][250/782] lr: 4.0000e-03 eta: 1 day, 4:55:49 time: 0.4179 data_time: 0.0019 memory: 2279 loss: 0.5540 loss_cls: 0.2275 loss_bbox: 0.3266 2023/06/06 02:51:34 - mmengine - INFO - Epoch(train) [15][300/782] lr: 4.0000e-03 eta: 1 day, 4:54:42 time: 0.4217 data_time: 0.0018 memory: 2279 loss: 0.5751 loss_cls: 0.2364 loss_bbox: 0.3387 2023/06/06 02:52:01 - mmengine - INFO - Epoch(train) [15][350/782] lr: 4.0000e-03 eta: 1 day, 4:55:32 time: 0.5406 data_time: 0.0555 memory: 2279 loss: 0.5674 loss_cls: 0.2321 loss_bbox: 0.3353 2023/06/06 02:52:22 - mmengine - INFO - Epoch(train) [15][400/782] lr: 4.0000e-03 eta: 1 day, 4:54:24 time: 0.4202 data_time: 0.0018 memory: 2279 loss: 0.5629 loss_cls: 0.2282 loss_bbox: 0.3347 2023/06/06 02:52:43 - mmengine - INFO - Epoch(train) [15][450/782] lr: 4.0000e-03 eta: 1 day, 4:53:16 time: 0.4209 data_time: 0.0019 memory: 2279 loss: 0.5772 loss_cls: 0.2379 loss_bbox: 0.3393 2023/06/06 02:53:04 - mmengine - INFO - Epoch(train) [15][500/782] lr: 4.0000e-03 eta: 1 day, 4:52:09 time: 0.4208 data_time: 0.0019 memory: 2279 loss: 0.5555 loss_cls: 0.2298 loss_bbox: 0.3257 2023/06/06 02:53:39 - mmengine - INFO - Epoch(train) [15][550/782] lr: 4.0000e-03 eta: 1 day, 4:55:25 time: 0.6921 data_time: 0.0018 memory: 2279 loss: 0.5530 loss_cls: 0.2283 loss_bbox: 0.3247 2023/06/06 02:54:05 - mmengine - INFO - Epoch(train) [15][600/782] lr: 4.0000e-03 eta: 1 day, 4:55:44 time: 0.5106 data_time: 0.0020 memory: 2279 loss: 0.5544 loss_cls: 0.2286 loss_bbox: 0.3259 2023/06/06 02:54:41 - mmengine - INFO - Epoch(train) [15][650/782] lr: 4.0000e-03 eta: 1 day, 4:59:41 time: 0.7378 data_time: 0.0019 memory: 2279 loss: 0.5423 loss_cls: 0.2212 loss_bbox: 0.3211 2023/06/06 02:55:08 - mmengine - INFO - Epoch(train) [15][700/782] lr: 4.0000e-03 eta: 1 day, 5:00:16 time: 0.5291 data_time: 0.0019 memory: 2279 loss: 0.5445 loss_cls: 0.2211 loss_bbox: 0.3235 2023/06/06 02:55:29 - mmengine - INFO - Epoch(train) [15][750/782] lr: 4.0000e-03 eta: 1 day, 4:59:09 time: 0.4227 data_time: 0.0019 memory: 2279 loss: 0.5612 loss_cls: 0.2298 loss_bbox: 0.3314 2023/06/06 02:55:48 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:56:22 - mmengine - INFO - Epoch(train) [16][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:02:58 time: 0.6642 data_time: 0.0195 memory: 2279 loss: 0.5367 loss_cls: 0.2176 loss_bbox: 0.3191 2023/06/06 02:56:43 - mmengine - INFO - Epoch(train) [16][100/782] lr: 4.0000e-03 eta: 1 day, 5:01:50 time: 0.4214 data_time: 0.0020 memory: 2279 loss: 0.5654 loss_cls: 0.2293 loss_bbox: 0.3361 2023/06/06 02:57:08 - mmengine - INFO - Epoch(train) [16][150/782] lr: 4.0000e-03 eta: 1 day, 5:01:58 time: 0.5026 data_time: 0.0019 memory: 2279 loss: 0.5565 loss_cls: 0.2287 loss_bbox: 0.3279 2023/06/06 02:57:29 - mmengine - INFO - Epoch(train) [16][200/782] lr: 4.0000e-03 eta: 1 day, 5:00:47 time: 0.4185 data_time: 0.0018 memory: 2279 loss: 0.5562 loss_cls: 0.2239 loss_bbox: 0.3323 2023/06/06 02:57:50 - mmengine - INFO - Epoch(train) [16][250/782] lr: 4.0000e-03 eta: 1 day, 4:59:35 time: 0.4168 data_time: 0.0020 memory: 2279 loss: 0.5562 loss_cls: 0.2270 loss_bbox: 0.3292 2023/06/06 02:57:58 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 02:58:10 - mmengine - INFO - Epoch(train) [16][300/782] lr: 4.0000e-03 eta: 1 day, 4:58:24 time: 0.4175 data_time: 0.0019 memory: 2279 loss: 0.5474 loss_cls: 0.2207 loss_bbox: 0.3267 2023/06/06 02:58:31 - mmengine - INFO - Epoch(train) [16][350/782] lr: 4.0000e-03 eta: 1 day, 4:57:13 time: 0.4174 data_time: 0.0020 memory: 2279 loss: 0.5469 loss_cls: 0.2248 loss_bbox: 0.3221 2023/06/06 02:58:52 - mmengine - INFO - Epoch(train) [16][400/782] lr: 4.0000e-03 eta: 1 day, 4:56:01 time: 0.4155 data_time: 0.0020 memory: 2279 loss: 0.5582 loss_cls: 0.2269 loss_bbox: 0.3313 2023/06/06 02:59:13 - mmengine - INFO - Epoch(train) [16][450/782] lr: 4.0000e-03 eta: 1 day, 4:54:58 time: 0.4241 data_time: 0.0020 memory: 2279 loss: 0.5527 loss_cls: 0.2261 loss_bbox: 0.3266 2023/06/06 02:59:44 - mmengine - INFO - Epoch(train) [16][500/782] lr: 4.0000e-03 eta: 1 day, 4:56:47 time: 0.6139 data_time: 0.2051 memory: 2279 loss: 0.5349 loss_cls: 0.2167 loss_bbox: 0.3182 2023/06/06 03:00:05 - mmengine - INFO - Epoch(train) [16][550/782] lr: 4.0000e-03 eta: 1 day, 4:55:39 time: 0.4198 data_time: 0.0020 memory: 2279 loss: 0.5641 loss_cls: 0.2317 loss_bbox: 0.3324 2023/06/06 03:00:33 - mmengine - INFO - Epoch(train) [16][600/782] lr: 4.0000e-03 eta: 1 day, 4:56:34 time: 0.5548 data_time: 0.1425 memory: 2279 loss: 0.5547 loss_cls: 0.2322 loss_bbox: 0.3225 2023/06/06 03:00:59 - mmengine - INFO - Epoch(train) [16][650/782] lr: 4.0000e-03 eta: 1 day, 4:57:05 time: 0.5299 data_time: 0.0019 memory: 2279 loss: 0.5482 loss_cls: 0.2224 loss_bbox: 0.3258 2023/06/06 03:01:21 - mmengine - INFO - Epoch(train) [16][700/782] lr: 4.0000e-03 eta: 1 day, 4:56:18 time: 0.4425 data_time: 0.0018 memory: 2279 loss: 0.5566 loss_cls: 0.2304 loss_bbox: 0.3262 2023/06/06 03:01:43 - mmengine - INFO - Epoch(train) [16][750/782] lr: 4.0000e-03 eta: 1 day, 4:55:13 time: 0.4226 data_time: 0.0018 memory: 2279 loss: 0.5614 loss_cls: 0.2306 loss_bbox: 0.3308 2023/06/06 03:01:54 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:02:17 - mmengine - INFO - Epoch(train) [17][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:53:23 time: 0.4562 data_time: 0.0246 memory: 2279 loss: 0.5711 loss_cls: 0.2349 loss_bbox: 0.3362 2023/06/06 03:02:38 - mmengine - INFO - Epoch(train) [17][100/782] lr: 4.0000e-03 eta: 1 day, 4:52:15 time: 0.4174 data_time: 0.0019 memory: 2279 loss: 0.5453 loss_cls: 0.2206 loss_bbox: 0.3247 2023/06/06 03:02:58 - mmengine - INFO - Epoch(train) [17][150/782] lr: 4.0000e-03 eta: 1 day, 4:51:01 time: 0.4102 data_time: 0.0018 memory: 2279 loss: 0.5511 loss_cls: 0.2271 loss_bbox: 0.3240 2023/06/06 03:03:22 - mmengine - INFO - Epoch(train) [17][200/782] lr: 4.0000e-03 eta: 1 day, 4:50:33 time: 0.4631 data_time: 0.0019 memory: 2279 loss: 0.5477 loss_cls: 0.2237 loss_bbox: 0.3239 2023/06/06 03:03:42 - mmengine - INFO - Epoch(train) [17][250/782] lr: 4.0000e-03 eta: 1 day, 4:49:27 time: 0.4192 data_time: 0.0019 memory: 2279 loss: 0.5442 loss_cls: 0.2216 loss_bbox: 0.3226 2023/06/06 03:04:07 - mmengine - INFO - Epoch(train) [17][300/782] lr: 4.0000e-03 eta: 1 day, 4:49:19 time: 0.4858 data_time: 0.0018 memory: 2279 loss: 0.5322 loss_cls: 0.2168 loss_bbox: 0.3154 2023/06/06 03:04:28 - mmengine - INFO - Epoch(train) [17][350/782] lr: 4.0000e-03 eta: 1 day, 4:48:17 time: 0.4222 data_time: 0.0019 memory: 2279 loss: 0.5572 loss_cls: 0.2254 loss_bbox: 0.3319 2023/06/06 03:04:49 - mmengine - INFO - Epoch(train) [17][400/782] lr: 4.0000e-03 eta: 1 day, 4:47:09 time: 0.4160 data_time: 0.0018 memory: 2279 loss: 0.5451 loss_cls: 0.2238 loss_bbox: 0.3213 2023/06/06 03:05:10 - mmengine - INFO - Epoch(train) [17][450/782] lr: 4.0000e-03 eta: 1 day, 4:46:03 time: 0.4173 data_time: 0.0019 memory: 2279 loss: 0.5505 loss_cls: 0.2237 loss_bbox: 0.3268 2023/06/06 03:05:30 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:05:35 - mmengine - INFO - Epoch(train) [17][500/782] lr: 4.0000e-03 eta: 1 day, 4:46:21 time: 0.5166 data_time: 0.0019 memory: 2279 loss: 0.5716 loss_cls: 0.2339 loss_bbox: 0.3376 2023/06/06 03:05:56 - mmengine - INFO - Epoch(train) [17][550/782] lr: 4.0000e-03 eta: 1 day, 4:45:18 time: 0.4200 data_time: 0.0019 memory: 2279 loss: 0.5466 loss_cls: 0.2247 loss_bbox: 0.3219 2023/06/06 03:06:17 - mmengine - INFO - Epoch(train) [17][600/782] lr: 4.0000e-03 eta: 1 day, 4:44:10 time: 0.4146 data_time: 0.0019 memory: 2279 loss: 0.5455 loss_cls: 0.2231 loss_bbox: 0.3224 2023/06/06 03:06:38 - mmengine - INFO - Epoch(train) [17][650/782] lr: 4.0000e-03 eta: 1 day, 4:43:01 time: 0.4126 data_time: 0.0018 memory: 2279 loss: 0.5435 loss_cls: 0.2211 loss_bbox: 0.3225 2023/06/06 03:07:05 - mmengine - INFO - Epoch(train) [17][700/782] lr: 4.0000e-03 eta: 1 day, 4:43:42 time: 0.5437 data_time: 0.0018 memory: 2279 loss: 0.5534 loss_cls: 0.2275 loss_bbox: 0.3260 2023/06/06 03:07:26 - mmengine - INFO - Epoch(train) [17][750/782] lr: 4.0000e-03 eta: 1 day, 4:42:33 time: 0.4133 data_time: 0.0018 memory: 2279 loss: 0.5683 loss_cls: 0.2359 loss_bbox: 0.3324 2023/06/06 03:07:37 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:08:01 - mmengine - INFO - Epoch(train) [18][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:41:04 time: 0.4736 data_time: 0.0422 memory: 2279 loss: 0.5319 loss_cls: 0.2165 loss_bbox: 0.3154 2023/06/06 03:08:22 - mmengine - INFO - Epoch(train) [18][100/782] lr: 4.0000e-03 eta: 1 day, 4:40:03 time: 0.4214 data_time: 0.0019 memory: 2279 loss: 0.5233 loss_cls: 0.2099 loss_bbox: 0.3134 2023/06/06 03:08:52 - mmengine - INFO - Epoch(train) [18][150/782] lr: 4.0000e-03 eta: 1 day, 4:41:30 time: 0.6008 data_time: 0.0019 memory: 2279 loss: 0.5349 loss_cls: 0.2150 loss_bbox: 0.3199 2023/06/06 03:09:13 - mmengine - INFO - Epoch(train) [18][200/782] lr: 4.0000e-03 eta: 1 day, 4:40:36 time: 0.4288 data_time: 0.0018 memory: 2279 loss: 0.5384 loss_cls: 0.2185 loss_bbox: 0.3199 2023/06/06 03:09:35 - mmengine - INFO - Epoch(train) [18][250/782] lr: 4.0000e-03 eta: 1 day, 4:39:40 time: 0.4270 data_time: 0.0019 memory: 2279 loss: 0.5301 loss_cls: 0.2165 loss_bbox: 0.3136 2023/06/06 03:09:59 - mmengine - INFO - Epoch(train) [18][300/782] lr: 4.0000e-03 eta: 1 day, 4:39:31 time: 0.4843 data_time: 0.0019 memory: 2279 loss: 0.5437 loss_cls: 0.2239 loss_bbox: 0.3197 2023/06/06 03:10:20 - mmengine - INFO - Epoch(train) [18][350/782] lr: 4.0000e-03 eta: 1 day, 4:38:31 time: 0.4218 data_time: 0.0018 memory: 2279 loss: 0.5547 loss_cls: 0.2223 loss_bbox: 0.3325 2023/06/06 03:10:41 - mmengine - INFO - Epoch(train) [18][400/782] lr: 4.0000e-03 eta: 1 day, 4:37:26 time: 0.4150 data_time: 0.0018 memory: 2279 loss: 0.5230 loss_cls: 0.2178 loss_bbox: 0.3053 2023/06/06 03:11:10 - mmengine - INFO - Epoch(train) [18][450/782] lr: 4.0000e-03 eta: 1 day, 4:38:27 time: 0.5719 data_time: 0.0282 memory: 2279 loss: 0.5378 loss_cls: 0.2160 loss_bbox: 0.3218 2023/06/06 03:11:31 - mmengine - INFO - Epoch(train) [18][500/782] lr: 4.0000e-03 eta: 1 day, 4:37:29 time: 0.4234 data_time: 0.0018 memory: 2279 loss: 0.5302 loss_cls: 0.2112 loss_bbox: 0.3190 2023/06/06 03:11:52 - mmengine - INFO - Epoch(train) [18][550/782] lr: 4.0000e-03 eta: 1 day, 4:36:36 time: 0.4289 data_time: 0.0018 memory: 2279 loss: 0.5356 loss_cls: 0.2158 loss_bbox: 0.3198 2023/06/06 03:12:13 - mmengine - INFO - Epoch(train) [18][600/782] lr: 4.0000e-03 eta: 1 day, 4:35:39 time: 0.4244 data_time: 0.0019 memory: 2279 loss: 0.5297 loss_cls: 0.2145 loss_bbox: 0.3152 2023/06/06 03:12:35 - mmengine - INFO - Epoch(train) [18][650/782] lr: 4.0000e-03 eta: 1 day, 4:34:48 time: 0.4317 data_time: 0.0019 memory: 2279 loss: 0.5333 loss_cls: 0.2201 loss_bbox: 0.3132 2023/06/06 03:12:56 - mmengine - INFO - Epoch(train) [18][700/782] lr: 4.0000e-03 eta: 1 day, 4:33:52 time: 0.4251 data_time: 0.0019 memory: 2279 loss: 0.5408 loss_cls: 0.2164 loss_bbox: 0.3245 2023/06/06 03:12:59 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:13:17 - mmengine - INFO - Epoch(train) [18][750/782] lr: 4.0000e-03 eta: 1 day, 4:32:53 time: 0.4208 data_time: 0.0019 memory: 2279 loss: 0.5450 loss_cls: 0.2217 loss_bbox: 0.3233 2023/06/06 03:13:29 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:13:51 - mmengine - INFO - Epoch(train) [19][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:31:09 time: 0.4499 data_time: 0.0164 memory: 2279 loss: 0.5439 loss_cls: 0.2151 loss_bbox: 0.3287 2023/06/06 03:14:13 - mmengine - INFO - Epoch(train) [19][100/782] lr: 4.0000e-03 eta: 1 day, 4:30:15 time: 0.4255 data_time: 0.0019 memory: 2279 loss: 0.5261 loss_cls: 0.2111 loss_bbox: 0.3151 2023/06/06 03:14:49 - mmengine - INFO - Epoch(train) [19][150/782] lr: 4.0000e-03 eta: 1 day, 4:33:10 time: 0.7218 data_time: 0.0019 memory: 2279 loss: 0.5362 loss_cls: 0.2193 loss_bbox: 0.3169 2023/06/06 03:15:18 - mmengine - INFO - Epoch(train) [19][200/782] lr: 4.0000e-03 eta: 1 day, 4:34:19 time: 0.5855 data_time: 0.1071 memory: 2279 loss: 0.5464 loss_cls: 0.2205 loss_bbox: 0.3258 2023/06/06 03:15:44 - mmengine - INFO - Epoch(train) [19][250/782] lr: 4.0000e-03 eta: 1 day, 4:34:35 time: 0.5191 data_time: 0.0018 memory: 2279 loss: 0.5365 loss_cls: 0.2152 loss_bbox: 0.3213 2023/06/06 03:16:05 - mmengine - INFO - Epoch(train) [19][300/782] lr: 4.0000e-03 eta: 1 day, 4:33:30 time: 0.4122 data_time: 0.0019 memory: 2279 loss: 0.5380 loss_cls: 0.2156 loss_bbox: 0.3223 2023/06/06 03:16:26 - mmengine - INFO - Epoch(train) [19][350/782] lr: 4.0000e-03 eta: 1 day, 4:32:30 time: 0.4189 data_time: 0.0019 memory: 2279 loss: 0.5353 loss_cls: 0.2197 loss_bbox: 0.3156 2023/06/06 03:16:47 - mmengine - INFO - Epoch(train) [19][400/782] lr: 4.0000e-03 eta: 1 day, 4:31:32 time: 0.4207 data_time: 0.0019 memory: 2279 loss: 0.5391 loss_cls: 0.2172 loss_bbox: 0.3219 2023/06/06 03:17:15 - mmengine - INFO - Epoch(train) [19][450/782] lr: 4.0000e-03 eta: 1 day, 4:32:23 time: 0.5651 data_time: 0.0019 memory: 2279 loss: 0.5337 loss_cls: 0.2145 loss_bbox: 0.3192 2023/06/06 03:17:36 - mmengine - INFO - Epoch(train) [19][500/782] lr: 4.0000e-03 eta: 1 day, 4:31:31 time: 0.4284 data_time: 0.0020 memory: 2279 loss: 0.5393 loss_cls: 0.2185 loss_bbox: 0.3208 2023/06/06 03:17:58 - mmengine - INFO - Epoch(train) [19][550/782] lr: 4.0000e-03 eta: 1 day, 4:30:40 time: 0.4306 data_time: 0.0019 memory: 2279 loss: 0.5336 loss_cls: 0.2189 loss_bbox: 0.3147 2023/06/06 03:18:19 - mmengine - INFO - Epoch(train) [19][600/782] lr: 4.0000e-03 eta: 1 day, 4:29:45 time: 0.4239 data_time: 0.0019 memory: 2279 loss: 0.5209 loss_cls: 0.2057 loss_bbox: 0.3152 2023/06/06 03:18:41 - mmengine - INFO - Epoch(train) [19][650/782] lr: 4.0000e-03 eta: 1 day, 4:28:57 time: 0.4341 data_time: 0.0019 memory: 2279 loss: 0.5401 loss_cls: 0.2163 loss_bbox: 0.3239 2023/06/06 03:19:10 - mmengine - INFO - Epoch(train) [19][700/782] lr: 4.0000e-03 eta: 1 day, 4:30:09 time: 0.5933 data_time: 0.0018 memory: 2279 loss: 0.5397 loss_cls: 0.2178 loss_bbox: 0.3219 2023/06/06 03:19:32 - mmengine - INFO - Epoch(train) [19][750/782] lr: 4.0000e-03 eta: 1 day, 4:29:14 time: 0.4249 data_time: 0.0019 memory: 2279 loss: 0.5431 loss_cls: 0.2227 loss_bbox: 0.3204 2023/06/06 03:19:43 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:20:12 - mmengine - INFO - Epoch(train) [20][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:29:00 time: 0.5673 data_time: 0.0145 memory: 2279 loss: 0.5286 loss_cls: 0.2134 loss_bbox: 0.3152 2023/06/06 03:20:32 - mmengine - INFO - Epoch(train) [20][100/782] lr: 4.0000e-03 eta: 1 day, 4:28:01 time: 0.4184 data_time: 0.0018 memory: 2279 loss: 0.5266 loss_cls: 0.2142 loss_bbox: 0.3124 2023/06/06 03:20:50 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:20:53 - mmengine - INFO - Epoch(train) [20][150/782] lr: 4.0000e-03 eta: 1 day, 4:27:01 time: 0.4161 data_time: 0.0018 memory: 2279 loss: 0.5523 loss_cls: 0.2263 loss_bbox: 0.3260 2023/06/06 03:21:14 - mmengine - INFO - Epoch(train) [20][200/782] lr: 4.0000e-03 eta: 1 day, 4:26:02 time: 0.4184 data_time: 0.0019 memory: 2279 loss: 0.5244 loss_cls: 0.2114 loss_bbox: 0.3131 2023/06/06 03:21:54 - mmengine - INFO - Epoch(train) [20][250/782] lr: 4.0000e-03 eta: 1 day, 4:29:41 time: 0.7986 data_time: 0.0018 memory: 2279 loss: 0.5387 loss_cls: 0.2205 loss_bbox: 0.3181 2023/06/06 03:22:15 - mmengine - INFO - Epoch(train) [20][300/782] lr: 4.0000e-03 eta: 1 day, 4:28:40 time: 0.4154 data_time: 0.0018 memory: 2279 loss: 0.5201 loss_cls: 0.2091 loss_bbox: 0.3110 2023/06/06 03:22:36 - mmengine - INFO - Epoch(train) [20][350/782] lr: 4.0000e-03 eta: 1 day, 4:27:44 time: 0.4221 data_time: 0.0018 memory: 2279 loss: 0.5322 loss_cls: 0.2156 loss_bbox: 0.3166 2023/06/06 03:22:57 - mmengine - INFO - Epoch(train) [20][400/782] lr: 4.0000e-03 eta: 1 day, 4:26:45 time: 0.4178 data_time: 0.0018 memory: 2279 loss: 0.5331 loss_cls: 0.2159 loss_bbox: 0.3172 2023/06/06 03:23:18 - mmengine - INFO - Epoch(train) [20][450/782] lr: 4.0000e-03 eta: 1 day, 4:25:48 time: 0.4199 data_time: 0.0019 memory: 2279 loss: 0.5356 loss_cls: 0.2205 loss_bbox: 0.3150 2023/06/06 03:23:39 - mmengine - INFO - Epoch(train) [20][500/782] lr: 4.0000e-03 eta: 1 day, 4:24:51 time: 0.4200 data_time: 0.0019 memory: 2279 loss: 0.5306 loss_cls: 0.2118 loss_bbox: 0.3188 2023/06/06 03:24:00 - mmengine - INFO - Epoch(train) [20][550/782] lr: 4.0000e-03 eta: 1 day, 4:23:58 time: 0.4246 data_time: 0.0019 memory: 2279 loss: 0.5166 loss_cls: 0.2046 loss_bbox: 0.3120 2023/06/06 03:24:22 - mmengine - INFO - Epoch(train) [20][600/782] lr: 4.0000e-03 eta: 1 day, 4:23:07 time: 0.4267 data_time: 0.0019 memory: 2279 loss: 0.5296 loss_cls: 0.2121 loss_bbox: 0.3175 2023/06/06 03:24:53 - mmengine - INFO - Epoch(train) [20][650/782] lr: 4.0000e-03 eta: 1 day, 4:24:40 time: 0.6312 data_time: 0.0019 memory: 2279 loss: 0.5314 loss_cls: 0.2120 loss_bbox: 0.3194 2023/06/06 03:25:17 - mmengine - INFO - Epoch(train) [20][700/782] lr: 4.0000e-03 eta: 1 day, 4:24:24 time: 0.4781 data_time: 0.0018 memory: 2279 loss: 0.5082 loss_cls: 0.2023 loss_bbox: 0.3059 2023/06/06 03:25:52 - mmengine - INFO - Epoch(train) [20][750/782] lr: 4.0000e-03 eta: 1 day, 4:26:40 time: 0.6935 data_time: 0.0019 memory: 2279 loss: 0.5228 loss_cls: 0.2125 loss_bbox: 0.3103 2023/06/06 03:26:26 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:26:26 - mmengine - INFO - Saving checkpoint at 20 epochs 2023/06/06 03:26:30 - mmengine - INFO - Evaluating bbox... 2023/06/06 03:26:33 - mmengine - INFO - bbox_mAP_copypaste: 0.703 0.961 0.802 0.232 0.494 0.736 2023/06/06 03:26:33 - mmengine - INFO - Epoch(val) [20][43/43] coco/bbox_mAP: 0.7030 coco/bbox_mAP_50: 0.9610 coco/bbox_mAP_75: 0.8020 coco/bbox_mAP_s: 0.2320 coco/bbox_mAP_m: 0.4940 coco/bbox_mAP_l: 0.7360 data_time: 0.0330 time: 0.0600 2023/06/06 03:27:00 - mmengine - INFO - Epoch(train) [21][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:31:21 time: 0.5457 data_time: 0.0232 memory: 2279 loss: 0.5450 loss_cls: 0.2188 loss_bbox: 0.3262 2023/06/06 03:27:24 - mmengine - INFO - Epoch(train) [21][100/782] lr: 4.0000e-03 eta: 1 day, 4:31:12 time: 0.4890 data_time: 0.0019 memory: 2279 loss: 0.5180 loss_cls: 0.2052 loss_bbox: 0.3129 2023/06/06 03:27:46 - mmengine - INFO - Epoch(train) [21][150/782] lr: 4.0000e-03 eta: 1 day, 4:30:20 time: 0.4280 data_time: 0.0018 memory: 2279 loss: 0.5179 loss_cls: 0.2077 loss_bbox: 0.3101 2023/06/06 03:28:07 - mmengine - INFO - Epoch(train) [21][200/782] lr: 4.0000e-03 eta: 1 day, 4:29:30 time: 0.4315 data_time: 0.0019 memory: 2279 loss: 0.5323 loss_cls: 0.2128 loss_bbox: 0.3194 2023/06/06 03:28:29 - mmengine - INFO - Epoch(train) [21][250/782] lr: 4.0000e-03 eta: 1 day, 4:28:36 time: 0.4237 data_time: 0.0019 memory: 2279 loss: 0.5131 loss_cls: 0.2020 loss_bbox: 0.3111 2023/06/06 03:28:50 - mmengine - INFO - Epoch(train) [21][300/782] lr: 4.0000e-03 eta: 1 day, 4:27:41 time: 0.4227 data_time: 0.0019 memory: 2279 loss: 0.5275 loss_cls: 0.2157 loss_bbox: 0.3118 2023/06/06 03:29:24 - mmengine - INFO - Epoch(train) [21][350/782] lr: 4.0000e-03 eta: 1 day, 4:29:51 time: 0.6932 data_time: 0.0018 memory: 2279 loss: 0.5331 loss_cls: 0.2104 loss_bbox: 0.3227 2023/06/06 03:29:29 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:29:46 - mmengine - INFO - Epoch(train) [21][400/782] lr: 4.0000e-03 eta: 1 day, 4:29:02 time: 0.4321 data_time: 0.0019 memory: 2279 loss: 0.5230 loss_cls: 0.2047 loss_bbox: 0.3182 2023/06/06 03:30:07 - mmengine - INFO - Epoch(train) [21][450/782] lr: 4.0000e-03 eta: 1 day, 4:28:09 time: 0.4253 data_time: 0.0019 memory: 2279 loss: 0.5329 loss_cls: 0.2152 loss_bbox: 0.3177 2023/06/06 03:30:28 - mmengine - INFO - Epoch(train) [21][500/782] lr: 4.0000e-03 eta: 1 day, 4:27:14 time: 0.4222 data_time: 0.0019 memory: 2279 loss: 0.5042 loss_cls: 0.2011 loss_bbox: 0.3031 2023/06/06 03:30:50 - mmengine - INFO - Epoch(train) [21][550/782] lr: 4.0000e-03 eta: 1 day, 4:26:20 time: 0.4233 data_time: 0.0018 memory: 2279 loss: 0.5245 loss_cls: 0.2057 loss_bbox: 0.3188 2023/06/06 03:31:24 - mmengine - INFO - Epoch(train) [21][600/782] lr: 4.0000e-03 eta: 1 day, 4:28:17 time: 0.6787 data_time: 0.0019 memory: 2279 loss: 0.5223 loss_cls: 0.2133 loss_bbox: 0.3090 2023/06/06 03:31:51 - mmengine - INFO - Epoch(train) [21][650/782] lr: 4.0000e-03 eta: 1 day, 4:28:40 time: 0.5386 data_time: 0.0018 memory: 2279 loss: 0.5284 loss_cls: 0.2099 loss_bbox: 0.3185 2023/06/06 03:32:12 - mmengine - INFO - Epoch(train) [21][700/782] lr: 4.0000e-03 eta: 1 day, 4:27:46 time: 0.4230 data_time: 0.0019 memory: 2279 loss: 0.5312 loss_cls: 0.2175 loss_bbox: 0.3136 2023/06/06 03:32:33 - mmengine - INFO - Epoch(train) [21][750/782] lr: 4.0000e-03 eta: 1 day, 4:26:56 time: 0.4306 data_time: 0.0019 memory: 2279 loss: 0.5126 loss_cls: 0.2079 loss_bbox: 0.3047 2023/06/06 03:32:45 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:33:08 - mmengine - INFO - Epoch(train) [22][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:25:23 time: 0.4563 data_time: 0.0131 memory: 2279 loss: 0.5072 loss_cls: 0.2042 loss_bbox: 0.3030 2023/06/06 03:33:29 - mmengine - INFO - Epoch(train) [22][100/782] lr: 4.0000e-03 eta: 1 day, 4:24:28 time: 0.4216 data_time: 0.0019 memory: 2279 loss: 0.5298 loss_cls: 0.2150 loss_bbox: 0.3148 2023/06/06 03:33:50 - mmengine - INFO - Epoch(train) [22][150/782] lr: 4.0000e-03 eta: 1 day, 4:23:37 time: 0.4278 data_time: 0.0019 memory: 2279 loss: 0.5314 loss_cls: 0.2140 loss_bbox: 0.3175 2023/06/06 03:34:11 - mmengine - INFO - Epoch(train) [22][200/782] lr: 4.0000e-03 eta: 1 day, 4:22:40 time: 0.4176 data_time: 0.0019 memory: 2279 loss: 0.5211 loss_cls: 0.2081 loss_bbox: 0.3131 2023/06/06 03:34:51 - mmengine - INFO - Epoch(train) [22][250/782] lr: 4.0000e-03 eta: 1 day, 4:25:50 time: 0.7947 data_time: 0.0021 memory: 2279 loss: 0.5313 loss_cls: 0.2107 loss_bbox: 0.3206 2023/06/06 03:35:12 - mmengine - INFO - Epoch(train) [22][300/782] lr: 4.0000e-03 eta: 1 day, 4:24:58 time: 0.4252 data_time: 0.0020 memory: 2279 loss: 0.5151 loss_cls: 0.2060 loss_bbox: 0.3092 2023/06/06 03:35:33 - mmengine - INFO - Epoch(train) [22][350/782] lr: 4.0000e-03 eta: 1 day, 4:24:06 time: 0.4269 data_time: 0.0019 memory: 2279 loss: 0.5133 loss_cls: 0.2071 loss_bbox: 0.3062 2023/06/06 03:35:55 - mmengine - INFO - Epoch(train) [22][400/782] lr: 4.0000e-03 eta: 1 day, 4:23:14 time: 0.4244 data_time: 0.0018 memory: 2279 loss: 0.5089 loss_cls: 0.2022 loss_bbox: 0.3067 2023/06/06 03:36:25 - mmengine - INFO - Epoch(train) [22][450/782] lr: 4.0000e-03 eta: 1 day, 4:24:17 time: 0.6038 data_time: 0.0021 memory: 2279 loss: 0.5170 loss_cls: 0.2043 loss_bbox: 0.3127 2023/06/06 03:36:55 - mmengine - INFO - Epoch(train) [22][500/782] lr: 4.0000e-03 eta: 1 day, 4:25:14 time: 0.5949 data_time: 0.1746 memory: 2279 loss: 0.5120 loss_cls: 0.2054 loss_bbox: 0.3066 2023/06/06 03:37:22 - mmengine - INFO - Epoch(train) [22][550/782] lr: 4.0000e-03 eta: 1 day, 4:25:43 time: 0.5508 data_time: 0.0018 memory: 2279 loss: 0.5046 loss_cls: 0.1997 loss_bbox: 0.3049 2023/06/06 03:37:34 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:37:43 - mmengine - INFO - Epoch(train) [22][600/782] lr: 4.0000e-03 eta: 1 day, 4:24:47 time: 0.4208 data_time: 0.0019 memory: 2279 loss: 0.5167 loss_cls: 0.2036 loss_bbox: 0.3130 2023/06/06 03:38:04 - mmengine - INFO - Epoch(train) [22][650/782] lr: 4.0000e-03 eta: 1 day, 4:23:50 time: 0.4163 data_time: 0.0019 memory: 2279 loss: 0.5145 loss_cls: 0.2059 loss_bbox: 0.3086 2023/06/06 03:38:37 - mmengine - INFO - Epoch(train) [22][700/782] lr: 4.0000e-03 eta: 1 day, 4:25:31 time: 0.6663 data_time: 0.0019 memory: 2279 loss: 0.5101 loss_cls: 0.2027 loss_bbox: 0.3074 2023/06/06 03:39:04 - mmengine - INFO - Epoch(train) [22][750/782] lr: 4.0000e-03 eta: 1 day, 4:25:52 time: 0.5406 data_time: 0.0018 memory: 2279 loss: 0.5128 loss_cls: 0.2055 loss_bbox: 0.3073 2023/06/06 03:39:27 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:39:50 - mmengine - INFO - Epoch(train) [23][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:26:42 time: 0.4524 data_time: 0.0139 memory: 2279 loss: 0.5133 loss_cls: 0.2041 loss_bbox: 0.3091 2023/06/06 03:40:13 - mmengine - INFO - Epoch(train) [23][100/782] lr: 4.0000e-03 eta: 1 day, 4:26:10 time: 0.4583 data_time: 0.0020 memory: 2279 loss: 0.5088 loss_cls: 0.2018 loss_bbox: 0.3071 2023/06/06 03:41:06 - mmengine - INFO - Epoch(train) [23][150/782] lr: 4.0000e-03 eta: 1 day, 4:31:53 time: 1.0564 data_time: 0.0019 memory: 2279 loss: 0.5168 loss_cls: 0.2093 loss_bbox: 0.3075 2023/06/06 03:41:29 - mmengine - INFO - Epoch(train) [23][200/782] lr: 4.0000e-03 eta: 1 day, 4:31:19 time: 0.4563 data_time: 0.0018 memory: 2279 loss: 0.5167 loss_cls: 0.2054 loss_bbox: 0.3112 2023/06/06 03:41:50 - mmengine - INFO - Epoch(train) [23][250/782] lr: 4.0000e-03 eta: 1 day, 4:30:26 time: 0.4258 data_time: 0.0019 memory: 2279 loss: 0.5286 loss_cls: 0.2083 loss_bbox: 0.3202 2023/06/06 03:42:18 - mmengine - INFO - Epoch(train) [23][300/782] lr: 4.0000e-03 eta: 1 day, 4:31:00 time: 0.5654 data_time: 0.0019 memory: 2279 loss: 0.5103 loss_cls: 0.2060 loss_bbox: 0.3043 2023/06/06 03:42:39 - mmengine - INFO - Epoch(train) [23][350/782] lr: 4.0000e-03 eta: 1 day, 4:30:06 time: 0.4232 data_time: 0.0019 memory: 2279 loss: 0.5238 loss_cls: 0.2113 loss_bbox: 0.3124 2023/06/06 03:43:01 - mmengine - INFO - Epoch(train) [23][400/782] lr: 4.0000e-03 eta: 1 day, 4:29:16 time: 0.4298 data_time: 0.0018 memory: 2279 loss: 0.5034 loss_cls: 0.2017 loss_bbox: 0.3017 2023/06/06 03:43:32 - mmengine - INFO - Epoch(train) [23][450/782] lr: 4.0000e-03 eta: 1 day, 4:30:26 time: 0.6263 data_time: 0.2049 memory: 2279 loss: 0.5114 loss_cls: 0.2029 loss_bbox: 0.3085 2023/06/06 03:43:59 - mmengine - INFO - Epoch(train) [23][500/782] lr: 4.0000e-03 eta: 1 day, 4:30:44 time: 0.5409 data_time: 0.0019 memory: 2279 loss: 0.5292 loss_cls: 0.2141 loss_bbox: 0.3151 2023/06/06 03:44:29 - mmengine - INFO - Epoch(train) [23][550/782] lr: 4.0000e-03 eta: 1 day, 4:31:31 time: 0.5891 data_time: 0.0019 memory: 2279 loss: 0.5139 loss_cls: 0.2037 loss_bbox: 0.3102 2023/06/06 03:44:50 - mmengine - INFO - Epoch(train) [23][600/782] lr: 4.0000e-03 eta: 1 day, 4:30:38 time: 0.4241 data_time: 0.0018 memory: 2279 loss: 0.5170 loss_cls: 0.2096 loss_bbox: 0.3074 2023/06/06 03:45:16 - mmengine - INFO - Epoch(train) [23][650/782] lr: 4.0000e-03 eta: 1 day, 4:30:48 time: 0.5291 data_time: 0.0019 memory: 2279 loss: 0.5106 loss_cls: 0.2012 loss_bbox: 0.3094 2023/06/06 03:45:38 - mmengine - INFO - Epoch(train) [23][700/782] lr: 4.0000e-03 eta: 1 day, 4:29:58 time: 0.4312 data_time: 0.0019 memory: 2279 loss: 0.5209 loss_cls: 0.2068 loss_bbox: 0.3141 2023/06/06 03:46:00 - mmengine - INFO - Epoch(train) [23][750/782] lr: 4.0000e-03 eta: 1 day, 4:29:19 time: 0.4476 data_time: 0.0019 memory: 2279 loss: 0.5161 loss_cls: 0.2071 loss_bbox: 0.3090 2023/06/06 03:46:26 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:46:33 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:46:48 - mmengine - INFO - Epoch(train) [24][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:30:31 time: 0.4544 data_time: 0.0162 memory: 2279 loss: 0.5093 loss_cls: 0.1999 loss_bbox: 0.3094 2023/06/06 03:47:15 - mmengine - INFO - Epoch(train) [24][100/782] lr: 4.0000e-03 eta: 1 day, 4:30:40 time: 0.5277 data_time: 0.0018 memory: 2279 loss: 0.5151 loss_cls: 0.2022 loss_bbox: 0.3129 2023/06/06 03:47:36 - mmengine - INFO - Epoch(train) [24][150/782] lr: 4.0000e-03 eta: 1 day, 4:29:49 time: 0.4296 data_time: 0.0019 memory: 2279 loss: 0.4965 loss_cls: 0.1990 loss_bbox: 0.2975 2023/06/06 03:47:57 - mmengine - INFO - Epoch(train) [24][200/782] lr: 4.0000e-03 eta: 1 day, 4:28:55 time: 0.4219 data_time: 0.0019 memory: 2279 loss: 0.5253 loss_cls: 0.2114 loss_bbox: 0.3139 2023/06/06 03:48:18 - mmengine - INFO - Epoch(train) [24][250/782] lr: 4.0000e-03 eta: 1 day, 4:27:59 time: 0.4193 data_time: 0.0020 memory: 2279 loss: 0.5084 loss_cls: 0.2024 loss_bbox: 0.3061 2023/06/06 03:48:39 - mmengine - INFO - Epoch(train) [24][300/782] lr: 4.0000e-03 eta: 1 day, 4:27:03 time: 0.4192 data_time: 0.0019 memory: 2279 loss: 0.5248 loss_cls: 0.2052 loss_bbox: 0.3196 2023/06/06 03:49:00 - mmengine - INFO - Epoch(train) [24][350/782] lr: 4.0000e-03 eta: 1 day, 4:26:06 time: 0.4174 data_time: 0.0019 memory: 2279 loss: 0.5217 loss_cls: 0.2081 loss_bbox: 0.3136 2023/06/06 03:49:22 - mmengine - INFO - Epoch(train) [24][400/782] lr: 4.0000e-03 eta: 1 day, 4:25:16 time: 0.4295 data_time: 0.0019 memory: 2279 loss: 0.5182 loss_cls: 0.2054 loss_bbox: 0.3128 2023/06/06 03:50:14 - mmengine - INFO - Epoch(train) [24][450/782] lr: 4.0000e-03 eta: 1 day, 4:30:26 time: 1.0408 data_time: 0.0019 memory: 2279 loss: 0.4997 loss_cls: 0.1967 loss_bbox: 0.3030 2023/06/06 03:50:41 - mmengine - INFO - Epoch(train) [24][500/782] lr: 4.0000e-03 eta: 1 day, 4:30:41 time: 0.5411 data_time: 0.0019 memory: 2279 loss: 0.5256 loss_cls: 0.2088 loss_bbox: 0.3168 2023/06/06 03:51:07 - mmengine - INFO - Epoch(train) [24][550/782] lr: 4.0000e-03 eta: 1 day, 4:30:51 time: 0.5327 data_time: 0.0019 memory: 2279 loss: 0.5217 loss_cls: 0.2122 loss_bbox: 0.3095 2023/06/06 03:51:28 - mmengine - INFO - Epoch(train) [24][600/782] lr: 4.0000e-03 eta: 1 day, 4:29:54 time: 0.4182 data_time: 0.0019 memory: 2279 loss: 0.5152 loss_cls: 0.2024 loss_bbox: 0.3129 2023/06/06 03:52:11 - mmengine - INFO - Epoch(train) [24][650/782] lr: 4.0000e-03 eta: 1 day, 4:33:10 time: 0.8554 data_time: 0.0018 memory: 2279 loss: 0.5076 loss_cls: 0.2017 loss_bbox: 0.3058 2023/06/06 03:52:47 - mmengine - INFO - Epoch(train) [24][700/782] lr: 4.0000e-03 eta: 1 day, 4:35:08 time: 0.7207 data_time: 0.0019 memory: 2279 loss: 0.5114 loss_cls: 0.2022 loss_bbox: 0.3092 2023/06/06 03:53:08 - mmengine - INFO - Epoch(train) [24][750/782] lr: 4.0000e-03 eta: 1 day, 4:34:12 time: 0.4205 data_time: 0.0020 memory: 2279 loss: 0.5176 loss_cls: 0.2053 loss_bbox: 0.3122 2023/06/06 03:53:20 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:53:42 - mmengine - INFO - Epoch(train) [25][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:32:38 time: 0.4553 data_time: 0.0234 memory: 2279 loss: 0.5117 loss_cls: 0.2007 loss_bbox: 0.3109 2023/06/06 03:54:03 - mmengine - INFO - Epoch(train) [25][100/782] lr: 4.0000e-03 eta: 1 day, 4:31:41 time: 0.4184 data_time: 0.0018 memory: 2279 loss: 0.5185 loss_cls: 0.2090 loss_bbox: 0.3095 2023/06/06 03:54:24 - mmengine - INFO - Epoch(train) [25][150/782] lr: 4.0000e-03 eta: 1 day, 4:30:43 time: 0.4159 data_time: 0.0018 memory: 2279 loss: 0.5196 loss_cls: 0.2064 loss_bbox: 0.3132 2023/06/06 03:54:45 - mmengine - INFO - Epoch(train) [25][200/782] lr: 4.0000e-03 eta: 1 day, 4:29:50 time: 0.4245 data_time: 0.0019 memory: 2279 loss: 0.5211 loss_cls: 0.2072 loss_bbox: 0.3139 2023/06/06 03:55:05 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 03:55:12 - mmengine - INFO - Epoch(train) [25][250/782] lr: 4.0000e-03 eta: 1 day, 4:30:03 time: 0.5407 data_time: 0.0018 memory: 2279 loss: 0.5192 loss_cls: 0.2095 loss_bbox: 0.3098 2023/06/06 03:55:40 - mmengine - INFO - Epoch(train) [25][300/782] lr: 4.0000e-03 eta: 1 day, 4:30:22 time: 0.5524 data_time: 0.0019 memory: 2279 loss: 0.5134 loss_cls: 0.2058 loss_bbox: 0.3075 2023/06/06 03:56:09 - mmengine - INFO - Epoch(train) [25][350/782] lr: 4.0000e-03 eta: 1 day, 4:30:56 time: 0.5779 data_time: 0.0019 memory: 2279 loss: 0.5160 loss_cls: 0.2089 loss_bbox: 0.3071 2023/06/06 03:56:30 - mmengine - INFO - Epoch(train) [25][400/782] lr: 4.0000e-03 eta: 1 day, 4:30:00 time: 0.4204 data_time: 0.0018 memory: 2279 loss: 0.5050 loss_cls: 0.2020 loss_bbox: 0.3030 2023/06/06 03:56:51 - mmengine - INFO - Epoch(train) [25][450/782] lr: 4.0000e-03 eta: 1 day, 4:29:05 time: 0.4196 data_time: 0.0018 memory: 2279 loss: 0.5081 loss_cls: 0.2031 loss_bbox: 0.3050 2023/06/06 03:57:12 - mmengine - INFO - Epoch(train) [25][500/782] lr: 4.0000e-03 eta: 1 day, 4:28:12 time: 0.4240 data_time: 0.0019 memory: 2279 loss: 0.5246 loss_cls: 0.2089 loss_bbox: 0.3157 2023/06/06 03:57:47 - mmengine - INFO - Epoch(train) [25][550/782] lr: 4.0000e-03 eta: 1 day, 4:29:54 time: 0.7015 data_time: 0.0019 memory: 2279 loss: 0.4962 loss_cls: 0.1998 loss_bbox: 0.2964 2023/06/06 03:58:12 - mmengine - INFO - Epoch(train) [25][600/782] lr: 4.0000e-03 eta: 1 day, 4:29:44 time: 0.5027 data_time: 0.0019 memory: 2279 loss: 0.5046 loss_cls: 0.1979 loss_bbox: 0.3067 2023/06/06 03:58:47 - mmengine - INFO - Epoch(train) [25][650/782] lr: 4.0000e-03 eta: 1 day, 4:31:16 time: 0.6841 data_time: 0.0019 memory: 2279 loss: 0.4947 loss_cls: 0.1934 loss_bbox: 0.3013 2023/06/06 03:59:16 - mmengine - INFO - Epoch(train) [25][700/782] lr: 4.0000e-03 eta: 1 day, 4:31:51 time: 0.5837 data_time: 0.0019 memory: 2279 loss: 0.4919 loss_cls: 0.1936 loss_bbox: 0.2983 2023/06/06 03:59:37 - mmengine - INFO - Epoch(train) [25][750/782] lr: 4.0000e-03 eta: 1 day, 4:31:00 time: 0.4290 data_time: 0.0019 memory: 2279 loss: 0.5040 loss_cls: 0.2007 loss_bbox: 0.3033 2023/06/06 03:59:49 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:00:12 - mmengine - INFO - Epoch(train) [26][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:29:29 time: 0.4546 data_time: 0.0162 memory: 2279 loss: 0.5162 loss_cls: 0.2070 loss_bbox: 0.3092 2023/06/06 04:00:33 - mmengine - INFO - Epoch(train) [26][100/782] lr: 4.0000e-03 eta: 1 day, 4:28:35 time: 0.4213 data_time: 0.0019 memory: 2279 loss: 0.5031 loss_cls: 0.2011 loss_bbox: 0.3020 2023/06/06 04:01:20 - mmengine - INFO - Epoch(train) [26][150/782] lr: 4.0000e-03 eta: 1 day, 4:32:28 time: 0.9485 data_time: 0.0020 memory: 2279 loss: 0.4937 loss_cls: 0.1928 loss_bbox: 0.3009 2023/06/06 04:01:42 - mmengine - INFO - Epoch(train) [26][200/782] lr: 4.0000e-03 eta: 1 day, 4:31:38 time: 0.4293 data_time: 0.0019 memory: 2279 loss: 0.4981 loss_cls: 0.1933 loss_bbox: 0.3048 2023/06/06 04:02:11 - mmengine - INFO - Epoch(train) [26][250/782] lr: 4.0000e-03 eta: 1 day, 4:32:08 time: 0.5769 data_time: 0.0019 memory: 2279 loss: 0.5058 loss_cls: 0.2002 loss_bbox: 0.3056 2023/06/06 04:02:32 - mmengine - INFO - Epoch(train) [26][300/782] lr: 4.0000e-03 eta: 1 day, 4:31:16 time: 0.4280 data_time: 0.0019 memory: 2279 loss: 0.5175 loss_cls: 0.2049 loss_bbox: 0.3126 2023/06/06 04:02:53 - mmengine - INFO - Epoch(train) [26][350/782] lr: 4.0000e-03 eta: 1 day, 4:30:21 time: 0.4205 data_time: 0.0019 memory: 2279 loss: 0.5230 loss_cls: 0.2091 loss_bbox: 0.3139 2023/06/06 04:03:15 - mmengine - INFO - Epoch(train) [26][400/782] lr: 4.0000e-03 eta: 1 day, 4:29:38 time: 0.4410 data_time: 0.0160 memory: 2279 loss: 0.4925 loss_cls: 0.1975 loss_bbox: 0.2951 2023/06/06 04:03:36 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:03:36 - mmengine - INFO - Epoch(train) [26][450/782] lr: 4.0000e-03 eta: 1 day, 4:28:44 time: 0.4218 data_time: 0.0018 memory: 2279 loss: 0.5240 loss_cls: 0.2095 loss_bbox: 0.3145 2023/06/06 04:03:58 - mmengine - INFO - Epoch(train) [26][500/782] lr: 4.0000e-03 eta: 1 day, 4:27:54 time: 0.4298 data_time: 0.0019 memory: 2279 loss: 0.5171 loss_cls: 0.2084 loss_bbox: 0.3087 2023/06/06 04:04:32 - mmengine - INFO - Epoch(train) [26][550/782] lr: 4.0000e-03 eta: 1 day, 4:29:18 time: 0.6788 data_time: 0.0019 memory: 2279 loss: 0.5004 loss_cls: 0.2006 loss_bbox: 0.2999 2023/06/06 04:05:09 - mmengine - INFO - Epoch(train) [26][600/782] lr: 4.0000e-03 eta: 1 day, 4:31:16 time: 0.7453 data_time: 0.0019 memory: 2279 loss: 0.5226 loss_cls: 0.2103 loss_bbox: 0.3123 2023/06/06 04:05:41 - mmengine - INFO - Epoch(train) [26][650/782] lr: 4.0000e-03 eta: 1 day, 4:32:15 time: 0.6350 data_time: 0.0020 memory: 2279 loss: 0.4999 loss_cls: 0.2011 loss_bbox: 0.2988 2023/06/06 04:06:02 - mmengine - INFO - Epoch(train) [26][700/782] lr: 4.0000e-03 eta: 1 day, 4:31:22 time: 0.4255 data_time: 0.0019 memory: 2279 loss: 0.5213 loss_cls: 0.2012 loss_bbox: 0.3201 2023/06/06 04:06:23 - mmengine - INFO - Epoch(train) [26][750/782] lr: 4.0000e-03 eta: 1 day, 4:30:29 time: 0.4240 data_time: 0.0019 memory: 2279 loss: 0.5087 loss_cls: 0.2022 loss_bbox: 0.3065 2023/06/06 04:06:34 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:06:57 - mmengine - INFO - Epoch(train) [27][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:28:56 time: 0.4572 data_time: 0.0186 memory: 2279 loss: 0.5108 loss_cls: 0.2002 loss_bbox: 0.3106 2023/06/06 04:07:19 - mmengine - INFO - Epoch(train) [27][100/782] lr: 4.0000e-03 eta: 1 day, 4:28:04 time: 0.4244 data_time: 0.0019 memory: 2279 loss: 0.5276 loss_cls: 0.2143 loss_bbox: 0.3133 2023/06/06 04:07:39 - mmengine - INFO - Epoch(train) [27][150/782] lr: 4.0000e-03 eta: 1 day, 4:27:08 time: 0.4163 data_time: 0.0018 memory: 2279 loss: 0.5096 loss_cls: 0.2019 loss_bbox: 0.3077 2023/06/06 04:08:01 - mmengine - INFO - Epoch(train) [27][200/782] lr: 4.0000e-03 eta: 1 day, 4:26:23 time: 0.4395 data_time: 0.0019 memory: 2279 loss: 0.4974 loss_cls: 0.1976 loss_bbox: 0.2998 2023/06/06 04:08:24 - mmengine - INFO - Epoch(train) [27][250/782] lr: 4.0000e-03 eta: 1 day, 4:25:48 time: 0.4561 data_time: 0.0019 memory: 2279 loss: 0.4938 loss_cls: 0.1966 loss_bbox: 0.2971 2023/06/06 04:08:45 - mmengine - INFO - Epoch(train) [27][300/782] lr: 4.0000e-03 eta: 1 day, 4:24:56 time: 0.4239 data_time: 0.0019 memory: 2279 loss: 0.4998 loss_cls: 0.1939 loss_bbox: 0.3060 2023/06/06 04:09:06 - mmengine - INFO - Epoch(train) [27][350/782] lr: 4.0000e-03 eta: 1 day, 4:24:01 time: 0.4190 data_time: 0.0019 memory: 2279 loss: 0.4972 loss_cls: 0.1946 loss_bbox: 0.3026 2023/06/06 04:09:27 - mmengine - INFO - Epoch(train) [27][400/782] lr: 4.0000e-03 eta: 1 day, 4:23:05 time: 0.4148 data_time: 0.0020 memory: 2279 loss: 0.5067 loss_cls: 0.1961 loss_bbox: 0.3107 2023/06/06 04:10:00 - mmengine - INFO - Epoch(train) [27][450/782] lr: 4.0000e-03 eta: 1 day, 4:24:14 time: 0.6595 data_time: 0.0018 memory: 2279 loss: 0.5076 loss_cls: 0.1996 loss_bbox: 0.3080 2023/06/06 04:10:23 - mmengine - INFO - Epoch(train) [27][500/782] lr: 4.0000e-03 eta: 1 day, 4:23:37 time: 0.4514 data_time: 0.0018 memory: 2279 loss: 0.5083 loss_cls: 0.2047 loss_bbox: 0.3037 2023/06/06 04:10:49 - mmengine - INFO - Epoch(train) [27][550/782] lr: 4.0000e-03 eta: 1 day, 4:23:42 time: 0.5350 data_time: 0.0018 memory: 2279 loss: 0.4984 loss_cls: 0.1950 loss_bbox: 0.3033 2023/06/06 04:11:10 - mmengine - INFO - Epoch(train) [27][600/782] lr: 4.0000e-03 eta: 1 day, 4:22:45 time: 0.4142 data_time: 0.0020 memory: 2279 loss: 0.5053 loss_cls: 0.1952 loss_bbox: 0.3101 2023/06/06 04:11:37 - mmengine - INFO - Epoch(train) [27][650/782] lr: 4.0000e-03 eta: 1 day, 4:22:51 time: 0.5366 data_time: 0.0018 memory: 2279 loss: 0.5169 loss_cls: 0.2081 loss_bbox: 0.3088 2023/06/06 04:11:45 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:11:58 - mmengine - INFO - Epoch(train) [27][700/782] lr: 4.0000e-03 eta: 1 day, 4:22:00 time: 0.4237 data_time: 0.0019 memory: 2279 loss: 0.5029 loss_cls: 0.2005 loss_bbox: 0.3023 2023/06/06 04:12:20 - mmengine - INFO - Epoch(train) [27][750/782] lr: 4.0000e-03 eta: 1 day, 4:21:15 time: 0.4380 data_time: 0.0019 memory: 2279 loss: 0.4995 loss_cls: 0.1980 loss_bbox: 0.3015 2023/06/06 04:12:32 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:13:04 - mmengine - INFO - Epoch(train) [28][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:21:28 time: 0.6549 data_time: 0.0267 memory: 2279 loss: 0.5064 loss_cls: 0.2016 loss_bbox: 0.3047 2023/06/06 04:13:26 - mmengine - INFO - Epoch(train) [28][100/782] lr: 4.0000e-03 eta: 1 day, 4:20:36 time: 0.4216 data_time: 0.0019 memory: 2279 loss: 0.4974 loss_cls: 0.1941 loss_bbox: 0.3033 2023/06/06 04:13:46 - mmengine - INFO - Epoch(train) [28][150/782] lr: 4.0000e-03 eta: 1 day, 4:19:41 time: 0.4170 data_time: 0.0020 memory: 2279 loss: 0.4882 loss_cls: 0.1940 loss_bbox: 0.2943 2023/06/06 04:14:08 - mmengine - INFO - Epoch(train) [28][200/782] lr: 4.0000e-03 eta: 1 day, 4:18:49 time: 0.4225 data_time: 0.0020 memory: 2279 loss: 0.5029 loss_cls: 0.1936 loss_bbox: 0.3093 2023/06/06 04:14:29 - mmengine - INFO - Epoch(train) [28][250/782] lr: 4.0000e-03 eta: 1 day, 4:18:00 time: 0.4263 data_time: 0.0019 memory: 2279 loss: 0.4859 loss_cls: 0.1873 loss_bbox: 0.2987 2023/06/06 04:14:50 - mmengine - INFO - Epoch(train) [28][300/782] lr: 4.0000e-03 eta: 1 day, 4:17:09 time: 0.4242 data_time: 0.0019 memory: 2279 loss: 0.5114 loss_cls: 0.2034 loss_bbox: 0.3080 2023/06/06 04:15:11 - mmengine - INFO - Epoch(train) [28][350/782] lr: 4.0000e-03 eta: 1 day, 4:16:17 time: 0.4210 data_time: 0.0019 memory: 2279 loss: 0.4902 loss_cls: 0.1916 loss_bbox: 0.2986 2023/06/06 04:15:32 - mmengine - INFO - Epoch(train) [28][400/782] lr: 4.0000e-03 eta: 1 day, 4:15:27 time: 0.4240 data_time: 0.0019 memory: 2279 loss: 0.5050 loss_cls: 0.1998 loss_bbox: 0.3052 2023/06/06 04:15:53 - mmengine - INFO - Epoch(train) [28][450/782] lr: 4.0000e-03 eta: 1 day, 4:14:35 time: 0.4203 data_time: 0.0019 memory: 2279 loss: 0.5034 loss_cls: 0.1980 loss_bbox: 0.3054 2023/06/06 04:16:26 - mmengine - INFO - Epoch(train) [28][500/782] lr: 4.0000e-03 eta: 1 day, 4:15:40 time: 0.6587 data_time: 0.0019 memory: 2279 loss: 0.4977 loss_cls: 0.1948 loss_bbox: 0.3029 2023/06/06 04:16:48 - mmengine - INFO - Epoch(train) [28][550/782] lr: 4.0000e-03 eta: 1 day, 4:14:52 time: 0.4273 data_time: 0.0019 memory: 2279 loss: 0.5029 loss_cls: 0.1973 loss_bbox: 0.3056 2023/06/06 04:17:09 - mmengine - INFO - Epoch(train) [28][600/782] lr: 4.0000e-03 eta: 1 day, 4:13:59 time: 0.4192 data_time: 0.0019 memory: 2279 loss: 0.5202 loss_cls: 0.2067 loss_bbox: 0.3135 2023/06/06 04:17:30 - mmengine - INFO - Epoch(train) [28][650/782] lr: 4.0000e-03 eta: 1 day, 4:13:12 time: 0.4293 data_time: 0.0018 memory: 2279 loss: 0.5242 loss_cls: 0.2089 loss_bbox: 0.3153 2023/06/06 04:17:51 - mmengine - INFO - Epoch(train) [28][700/782] lr: 4.0000e-03 eta: 1 day, 4:12:18 time: 0.4163 data_time: 0.0018 memory: 2279 loss: 0.4818 loss_cls: 0.1881 loss_bbox: 0.2936 2023/06/06 04:18:12 - mmengine - INFO - Epoch(train) [28][750/782] lr: 4.0000e-03 eta: 1 day, 4:11:30 time: 0.4279 data_time: 0.0019 memory: 2279 loss: 0.5004 loss_cls: 0.1960 loss_bbox: 0.3044 2023/06/06 04:18:24 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:18:47 - mmengine - INFO - Epoch(train) [29][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:10:04 time: 0.4555 data_time: 0.0149 memory: 2279 loss: 0.4952 loss_cls: 0.1915 loss_bbox: 0.3037 2023/06/06 04:19:08 - mmengine - INFO - Epoch(train) [29][100/782] lr: 4.0000e-03 eta: 1 day, 4:09:12 time: 0.4198 data_time: 0.0019 memory: 2279 loss: 0.5024 loss_cls: 0.1981 loss_bbox: 0.3043 2023/06/06 04:19:09 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:19:47 - mmengine - INFO - Epoch(train) [29][150/782] lr: 4.0000e-03 eta: 1 day, 4:11:18 time: 0.7872 data_time: 0.2325 memory: 2279 loss: 0.5028 loss_cls: 0.1994 loss_bbox: 0.3035 2023/06/06 04:20:08 - mmengine - INFO - Epoch(train) [29][200/782] lr: 4.0000e-03 eta: 1 day, 4:10:28 time: 0.4233 data_time: 0.0019 memory: 2279 loss: 0.5196 loss_cls: 0.2030 loss_bbox: 0.3166 2023/06/06 04:20:29 - mmengine - INFO - Epoch(train) [29][250/782] lr: 4.0000e-03 eta: 1 day, 4:09:39 time: 0.4244 data_time: 0.0019 memory: 2279 loss: 0.5027 loss_cls: 0.1975 loss_bbox: 0.3052 2023/06/06 04:20:51 - mmengine - INFO - Epoch(train) [29][300/782] lr: 4.0000e-03 eta: 1 day, 4:08:49 time: 0.4231 data_time: 0.0019 memory: 2279 loss: 0.4931 loss_cls: 0.1919 loss_bbox: 0.3012 2023/06/06 04:21:11 - mmengine - INFO - Epoch(train) [29][350/782] lr: 4.0000e-03 eta: 1 day, 4:07:57 time: 0.4172 data_time: 0.0019 memory: 2279 loss: 0.5199 loss_cls: 0.2103 loss_bbox: 0.3096 2023/06/06 04:21:32 - mmengine - INFO - Epoch(train) [29][400/782] lr: 4.0000e-03 eta: 1 day, 4:07:04 time: 0.4166 data_time: 0.0019 memory: 2279 loss: 0.4930 loss_cls: 0.1916 loss_bbox: 0.3014 2023/06/06 04:21:53 - mmengine - INFO - Epoch(train) [29][450/782] lr: 4.0000e-03 eta: 1 day, 4:06:16 time: 0.4243 data_time: 0.0018 memory: 2279 loss: 0.5037 loss_cls: 0.2007 loss_bbox: 0.3030 2023/06/06 04:22:19 - mmengine - INFO - Epoch(train) [29][500/782] lr: 4.0000e-03 eta: 1 day, 4:06:05 time: 0.5051 data_time: 0.0018 memory: 2279 loss: 0.4786 loss_cls: 0.1856 loss_bbox: 0.2930 2023/06/06 04:22:40 - mmengine - INFO - Epoch(train) [29][550/782] lr: 4.0000e-03 eta: 1 day, 4:05:15 time: 0.4201 data_time: 0.0019 memory: 2279 loss: 0.4955 loss_cls: 0.1949 loss_bbox: 0.3007 2023/06/06 04:23:01 - mmengine - INFO - Epoch(train) [29][600/782] lr: 4.0000e-03 eta: 1 day, 4:04:24 time: 0.4207 data_time: 0.0019 memory: 2279 loss: 0.4915 loss_cls: 0.1907 loss_bbox: 0.3008 2023/06/06 04:23:25 - mmengine - INFO - Epoch(train) [29][650/782] lr: 4.0000e-03 eta: 1 day, 4:04:08 time: 0.4929 data_time: 0.0018 memory: 2279 loss: 0.5184 loss_cls: 0.2036 loss_bbox: 0.3148 2023/06/06 04:23:47 - mmengine - INFO - Epoch(train) [29][700/782] lr: 4.0000e-03 eta: 1 day, 4:03:21 time: 0.4272 data_time: 0.0019 memory: 2279 loss: 0.4981 loss_cls: 0.1994 loss_bbox: 0.2987 2023/06/06 04:24:08 - mmengine - INFO - Epoch(train) [29][750/782] lr: 4.0000e-03 eta: 1 day, 4:02:33 time: 0.4243 data_time: 0.0019 memory: 2279 loss: 0.4871 loss_cls: 0.1922 loss_bbox: 0.2948 2023/06/06 04:24:26 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:25:06 - mmengine - INFO - Epoch(train) [30][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:04:46 time: 0.7805 data_time: 0.0167 memory: 2279 loss: 0.5077 loss_cls: 0.1976 loss_bbox: 0.3101 2023/06/06 04:25:27 - mmengine - INFO - Epoch(train) [30][100/782] lr: 4.0000e-03 eta: 1 day, 4:03:59 time: 0.4275 data_time: 0.0020 memory: 2279 loss: 0.5100 loss_cls: 0.2039 loss_bbox: 0.3061 2023/06/06 04:26:02 - mmengine - INFO - Epoch(train) [30][150/782] lr: 4.0000e-03 eta: 1 day, 4:05:19 time: 0.7006 data_time: 0.2831 memory: 2279 loss: 0.4970 loss_cls: 0.1945 loss_bbox: 0.3025 2023/06/06 04:26:23 - mmengine - INFO - Epoch(train) [30][200/782] lr: 4.0000e-03 eta: 1 day, 4:04:29 time: 0.4221 data_time: 0.0019 memory: 2279 loss: 0.4899 loss_cls: 0.1964 loss_bbox: 0.2936 2023/06/06 04:26:44 - mmengine - INFO - Epoch(train) [30][250/782] lr: 4.0000e-03 eta: 1 day, 4:03:38 time: 0.4188 data_time: 0.0018 memory: 2279 loss: 0.4964 loss_cls: 0.1952 loss_bbox: 0.3011 2023/06/06 04:27:05 - mmengine - INFO - Epoch(train) [30][300/782] lr: 4.0000e-03 eta: 1 day, 4:02:51 time: 0.4267 data_time: 0.0019 memory: 2279 loss: 0.5035 loss_cls: 0.2014 loss_bbox: 0.3021 2023/06/06 04:27:14 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:27:26 - mmengine - INFO - Epoch(train) [30][350/782] lr: 4.0000e-03 eta: 1 day, 4:01:58 time: 0.4131 data_time: 0.0019 memory: 2279 loss: 0.4989 loss_cls: 0.1986 loss_bbox: 0.3003 2023/06/06 04:27:47 - mmengine - INFO - Epoch(train) [30][400/782] lr: 4.0000e-03 eta: 1 day, 4:01:08 time: 0.4197 data_time: 0.0019 memory: 2279 loss: 0.4949 loss_cls: 0.1961 loss_bbox: 0.2988 2023/06/06 04:28:08 - mmengine - INFO - Epoch(train) [30][450/782] lr: 4.0000e-03 eta: 1 day, 4:00:20 time: 0.4237 data_time: 0.0020 memory: 2279 loss: 0.4830 loss_cls: 0.1888 loss_bbox: 0.2941 2023/06/06 04:28:38 - mmengine - INFO - Epoch(train) [30][500/782] lr: 4.0000e-03 eta: 1 day, 4:00:54 time: 0.6054 data_time: 0.0019 memory: 2279 loss: 0.5003 loss_cls: 0.1952 loss_bbox: 0.3051 2023/06/06 04:29:21 - mmengine - INFO - Epoch(train) [30][550/782] lr: 4.0000e-03 eta: 1 day, 4:03:20 time: 0.8497 data_time: 0.0019 memory: 2279 loss: 0.4870 loss_cls: 0.1933 loss_bbox: 0.2937 2023/06/06 04:29:56 - mmengine - INFO - Epoch(train) [30][600/782] lr: 4.0000e-03 eta: 1 day, 4:04:39 time: 0.7048 data_time: 0.0018 memory: 2279 loss: 0.5034 loss_cls: 0.1990 loss_bbox: 0.3044 2023/06/06 04:30:17 - mmengine - INFO - Epoch(train) [30][650/782] lr: 4.0000e-03 eta: 1 day, 4:03:49 time: 0.4204 data_time: 0.0019 memory: 2279 loss: 0.4905 loss_cls: 0.1905 loss_bbox: 0.3000 2023/06/06 04:30:38 - mmengine - INFO - Epoch(train) [30][700/782] lr: 4.0000e-03 eta: 1 day, 4:02:59 time: 0.4212 data_time: 0.0019 memory: 2279 loss: 0.4782 loss_cls: 0.1875 loss_bbox: 0.2907 2023/06/06 04:31:00 - mmengine - INFO - Epoch(train) [30][750/782] lr: 4.0000e-03 eta: 1 day, 4:02:15 time: 0.4323 data_time: 0.0019 memory: 2279 loss: 0.5097 loss_cls: 0.1958 loss_bbox: 0.3139 2023/06/06 04:31:11 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:31:11 - mmengine - INFO - Saving checkpoint at 30 epochs 2023/06/06 04:31:15 - mmengine - INFO - Evaluating bbox... 2023/06/06 04:31:17 - mmengine - INFO - bbox_mAP_copypaste: 0.696 0.959 0.772 0.261 0.464 0.732 2023/06/06 04:31:17 - mmengine - INFO - Epoch(val) [30][43/43] coco/bbox_mAP: 0.6960 coco/bbox_mAP_50: 0.9590 coco/bbox_mAP_75: 0.7720 coco/bbox_mAP_s: 0.2610 coco/bbox_mAP_m: 0.4640 coco/bbox_mAP_l: 0.7320 data_time: 0.0326 time: 0.0590 2023/06/06 04:31:40 - mmengine - INFO - Epoch(train) [31][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:00:52 time: 0.4593 data_time: 0.0174 memory: 2279 loss: 0.4929 loss_cls: 0.1905 loss_bbox: 0.3024 2023/06/06 04:32:01 - mmengine - INFO - Epoch(train) [31][100/782] lr: 4.0000e-03 eta: 1 day, 4:00:02 time: 0.4191 data_time: 0.0019 memory: 2279 loss: 0.4864 loss_cls: 0.1891 loss_bbox: 0.2973 2023/06/06 04:32:32 - mmengine - INFO - Epoch(train) [31][150/782] lr: 4.0000e-03 eta: 1 day, 4:00:37 time: 0.6087 data_time: 0.0019 memory: 2279 loss: 0.5040 loss_cls: 0.1988 loss_bbox: 0.3052 2023/06/06 04:32:53 - mmengine - INFO - Epoch(train) [31][200/782] lr: 4.0000e-03 eta: 1 day, 3:59:50 time: 0.4256 data_time: 0.0019 memory: 2279 loss: 0.4937 loss_cls: 0.1941 loss_bbox: 0.2996 2023/06/06 04:33:14 - mmengine - INFO - Epoch(train) [31][250/782] lr: 4.0000e-03 eta: 1 day, 3:59:01 time: 0.4231 data_time: 0.0019 memory: 2279 loss: 0.4851 loss_cls: 0.1874 loss_bbox: 0.2977 2023/06/06 04:33:35 - mmengine - INFO - Epoch(train) [31][300/782] lr: 4.0000e-03 eta: 1 day, 3:58:12 time: 0.4211 data_time: 0.0019 memory: 2279 loss: 0.4942 loss_cls: 0.1919 loss_bbox: 0.3023 2023/06/06 04:33:56 - mmengine - INFO - Epoch(train) [31][350/782] lr: 4.0000e-03 eta: 1 day, 3:57:22 time: 0.4167 data_time: 0.0019 memory: 2279 loss: 0.4788 loss_cls: 0.1873 loss_bbox: 0.2915 2023/06/06 04:34:17 - mmengine - INFO - Epoch(train) [31][400/782] lr: 4.0000e-03 eta: 1 day, 3:56:33 time: 0.4226 data_time: 0.0019 memory: 2279 loss: 0.4931 loss_cls: 0.1925 loss_bbox: 0.3006 2023/06/06 04:34:38 - mmengine - INFO - Epoch(train) [31][450/782] lr: 4.0000e-03 eta: 1 day, 3:55:44 time: 0.4197 data_time: 0.0020 memory: 2279 loss: 0.4764 loss_cls: 0.1875 loss_bbox: 0.2889 2023/06/06 04:35:05 - mmengine - INFO - Epoch(train) [31][500/782] lr: 4.0000e-03 eta: 1 day, 3:55:46 time: 0.5349 data_time: 0.0019 memory: 2279 loss: 0.4992 loss_cls: 0.1940 loss_bbox: 0.3052 2023/06/06 04:35:24 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:35:28 - mmengine - INFO - Epoch(train) [31][550/782] lr: 4.0000e-03 eta: 1 day, 3:55:19 time: 0.4700 data_time: 0.0019 memory: 2279 loss: 0.4801 loss_cls: 0.1870 loss_bbox: 0.2931 2023/06/06 04:35:53 - mmengine - INFO - Epoch(train) [31][600/782] lr: 4.0000e-03 eta: 1 day, 3:54:58 time: 0.4845 data_time: 0.0018 memory: 2279 loss: 0.4967 loss_cls: 0.1961 loss_bbox: 0.3006 2023/06/06 04:36:20 - mmengine - INFO - Epoch(train) [31][650/782] lr: 4.0000e-03 eta: 1 day, 3:55:07 time: 0.5532 data_time: 0.0018 memory: 2279 loss: 0.4827 loss_cls: 0.1893 loss_bbox: 0.2935 2023/06/06 04:36:59 - mmengine - INFO - Epoch(train) [31][700/782] lr: 4.0000e-03 eta: 1 day, 3:56:51 time: 0.7698 data_time: 0.0018 memory: 2279 loss: 0.4985 loss_cls: 0.1985 loss_bbox: 0.3000 2023/06/06 04:37:20 - mmengine - INFO - Epoch(train) [31][750/782] lr: 4.0000e-03 eta: 1 day, 3:56:04 time: 0.4259 data_time: 0.0019 memory: 2279 loss: 0.5195 loss_cls: 0.2059 loss_bbox: 0.3137 2023/06/06 04:37:32 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:37:54 - mmengine - INFO - Epoch(train) [32][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:54:41 time: 0.4510 data_time: 0.0133 memory: 2279 loss: 0.5089 loss_cls: 0.2006 loss_bbox: 0.3083 2023/06/06 04:38:26 - mmengine - INFO - Epoch(train) [32][100/782] lr: 4.0000e-03 eta: 1 day, 3:55:24 time: 0.6326 data_time: 0.0019 memory: 2279 loss: 0.4914 loss_cls: 0.1951 loss_bbox: 0.2963 2023/06/06 04:38:47 - mmengine - INFO - Epoch(train) [32][150/782] lr: 4.0000e-03 eta: 1 day, 3:54:36 time: 0.4205 data_time: 0.0019 memory: 2279 loss: 0.5054 loss_cls: 0.1983 loss_bbox: 0.3072 2023/06/06 04:39:08 - mmengine - INFO - Epoch(train) [32][200/782] lr: 4.0000e-03 eta: 1 day, 3:53:46 time: 0.4174 data_time: 0.0020 memory: 2279 loss: 0.4933 loss_cls: 0.1916 loss_bbox: 0.3017 2023/06/06 04:39:29 - mmengine - INFO - Epoch(train) [32][250/782] lr: 4.0000e-03 eta: 1 day, 3:52:57 time: 0.4204 data_time: 0.0019 memory: 2279 loss: 0.4896 loss_cls: 0.1890 loss_bbox: 0.3006 2023/06/06 04:39:50 - mmengine - INFO - Epoch(train) [32][300/782] lr: 4.0000e-03 eta: 1 day, 3:52:09 time: 0.4218 data_time: 0.0019 memory: 2279 loss: 0.5007 loss_cls: 0.1956 loss_bbox: 0.3051 2023/06/06 04:40:11 - mmengine - INFO - Epoch(train) [32][350/782] lr: 4.0000e-03 eta: 1 day, 3:51:21 time: 0.4210 data_time: 0.0019 memory: 2279 loss: 0.4895 loss_cls: 0.1945 loss_bbox: 0.2950 2023/06/06 04:40:32 - mmengine - INFO - Epoch(train) [32][400/782] lr: 4.0000e-03 eta: 1 day, 3:50:33 time: 0.4211 data_time: 0.0019 memory: 2279 loss: 0.4851 loss_cls: 0.1952 loss_bbox: 0.2899 2023/06/06 04:40:53 - mmengine - INFO - Epoch(train) [32][450/782] lr: 4.0000e-03 eta: 1 day, 3:49:45 time: 0.4204 data_time: 0.0018 memory: 2279 loss: 0.5145 loss_cls: 0.2060 loss_bbox: 0.3085 2023/06/06 04:41:14 - mmengine - INFO - Epoch(train) [32][500/782] lr: 4.0000e-03 eta: 1 day, 3:48:57 time: 0.4189 data_time: 0.0018 memory: 2279 loss: 0.4985 loss_cls: 0.1979 loss_bbox: 0.3006 2023/06/06 04:41:39 - mmengine - INFO - Epoch(train) [32][550/782] lr: 4.0000e-03 eta: 1 day, 3:48:40 time: 0.4945 data_time: 0.0841 memory: 2279 loss: 0.4768 loss_cls: 0.1834 loss_bbox: 0.2934 2023/06/06 04:42:12 - mmengine - INFO - Epoch(train) [32][600/782] lr: 4.0000e-03 eta: 1 day, 3:49:38 time: 0.6711 data_time: 0.0018 memory: 2279 loss: 0.5071 loss_cls: 0.2011 loss_bbox: 0.3060 2023/06/06 04:42:34 - mmengine - INFO - Epoch(train) [32][650/782] lr: 4.0000e-03 eta: 1 day, 3:48:52 time: 0.4246 data_time: 0.0018 memory: 2279 loss: 0.5013 loss_cls: 0.2006 loss_bbox: 0.3008 2023/06/06 04:43:04 - mmengine - INFO - Epoch(train) [32][700/782] lr: 4.0000e-03 eta: 1 day, 3:49:22 time: 0.6047 data_time: 0.0018 memory: 2279 loss: 0.4851 loss_cls: 0.1894 loss_bbox: 0.2957 2023/06/06 04:43:30 - mmengine - INFO - Epoch(train) [32][750/782] lr: 4.0000e-03 eta: 1 day, 3:49:18 time: 0.5267 data_time: 0.0019 memory: 2279 loss: 0.4729 loss_cls: 0.1866 loss_bbox: 0.2864 2023/06/06 04:43:34 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:43:42 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:44:04 - mmengine - INFO - Epoch(train) [33][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:47:56 time: 0.4538 data_time: 0.0225 memory: 2279 loss: 0.5095 loss_cls: 0.1990 loss_bbox: 0.3105 2023/06/06 04:44:25 - mmengine - INFO - Epoch(train) [33][100/782] lr: 4.0000e-03 eta: 1 day, 3:47:08 time: 0.4199 data_time: 0.0019 memory: 2279 loss: 0.4880 loss_cls: 0.1951 loss_bbox: 0.2929 2023/06/06 04:45:00 - mmengine - INFO - Epoch(train) [33][150/782] lr: 4.0000e-03 eta: 1 day, 3:48:18 time: 0.7029 data_time: 0.0019 memory: 2279 loss: 0.4839 loss_cls: 0.1898 loss_bbox: 0.2940 2023/06/06 04:45:21 - mmengine - INFO - Epoch(train) [33][200/782] lr: 4.0000e-03 eta: 1 day, 3:47:29 time: 0.4188 data_time: 0.0019 memory: 2279 loss: 0.4829 loss_cls: 0.1893 loss_bbox: 0.2937 2023/06/06 04:45:42 - mmengine - INFO - Epoch(train) [33][250/782] lr: 4.0000e-03 eta: 1 day, 3:46:42 time: 0.4211 data_time: 0.0021 memory: 2279 loss: 0.5035 loss_cls: 0.1977 loss_bbox: 0.3058 2023/06/06 04:46:14 - mmengine - INFO - Epoch(train) [33][300/782] lr: 4.0000e-03 eta: 1 day, 3:47:20 time: 0.6275 data_time: 0.0020 memory: 2279 loss: 0.4912 loss_cls: 0.1929 loss_bbox: 0.2982 2023/06/06 04:46:35 - mmengine - INFO - Epoch(train) [33][350/782] lr: 4.0000e-03 eta: 1 day, 3:46:33 time: 0.4222 data_time: 0.0019 memory: 2279 loss: 0.4879 loss_cls: 0.1893 loss_bbox: 0.2986 2023/06/06 04:46:56 - mmengine - INFO - Epoch(train) [33][400/782] lr: 4.0000e-03 eta: 1 day, 3:45:46 time: 0.4217 data_time: 0.0019 memory: 2279 loss: 0.4881 loss_cls: 0.1910 loss_bbox: 0.2971 2023/06/06 04:47:23 - mmengine - INFO - Epoch(train) [33][450/782] lr: 4.0000e-03 eta: 1 day, 3:45:44 time: 0.5306 data_time: 0.1134 memory: 2279 loss: 0.4707 loss_cls: 0.1828 loss_bbox: 0.2879 2023/06/06 04:47:47 - mmengine - INFO - Epoch(train) [33][500/782] lr: 4.0000e-03 eta: 1 day, 3:45:23 time: 0.4863 data_time: 0.0019 memory: 2279 loss: 0.5044 loss_cls: 0.1983 loss_bbox: 0.3060 2023/06/06 04:48:10 - mmengine - INFO - Epoch(train) [33][550/782] lr: 4.0000e-03 eta: 1 day, 3:44:55 time: 0.4674 data_time: 0.0018 memory: 2279 loss: 0.5029 loss_cls: 0.1990 loss_bbox: 0.3039 2023/06/06 04:48:31 - mmengine - INFO - Epoch(train) [33][600/782] lr: 4.0000e-03 eta: 1 day, 3:44:08 time: 0.4220 data_time: 0.0019 memory: 2279 loss: 0.4873 loss_cls: 0.1913 loss_bbox: 0.2959 2023/06/06 04:48:52 - mmengine - INFO - Epoch(train) [33][650/782] lr: 4.0000e-03 eta: 1 day, 3:43:22 time: 0.4218 data_time: 0.0019 memory: 2279 loss: 0.4823 loss_cls: 0.1909 loss_bbox: 0.2914 2023/06/06 04:49:29 - mmengine - INFO - Epoch(train) [33][700/782] lr: 4.0000e-03 eta: 1 day, 3:44:44 time: 0.7403 data_time: 0.0020 memory: 2279 loss: 0.4843 loss_cls: 0.1909 loss_bbox: 0.2935 2023/06/06 04:49:54 - mmengine - INFO - Epoch(train) [33][750/782] lr: 4.0000e-03 eta: 1 day, 3:44:28 time: 0.4978 data_time: 0.0019 memory: 2279 loss: 0.5009 loss_cls: 0.2009 loss_bbox: 0.3000 2023/06/06 04:50:06 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:50:46 - mmengine - INFO - Epoch(train) [34][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:45:26 time: 0.7944 data_time: 0.0167 memory: 2279 loss: 0.4765 loss_cls: 0.1850 loss_bbox: 0.2915 2023/06/06 04:51:07 - mmengine - INFO - Epoch(train) [34][100/782] lr: 4.0000e-03 eta: 1 day, 3:44:38 time: 0.4203 data_time: 0.0020 memory: 2279 loss: 0.4951 loss_cls: 0.1945 loss_bbox: 0.3006 2023/06/06 04:51:35 - mmengine - INFO - Epoch(train) [34][150/782] lr: 4.0000e-03 eta: 1 day, 3:44:52 time: 0.5731 data_time: 0.0019 memory: 2279 loss: 0.4950 loss_cls: 0.1931 loss_bbox: 0.3019 2023/06/06 04:52:07 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:52:10 - mmengine - INFO - Epoch(train) [34][200/782] lr: 4.0000e-03 eta: 1 day, 3:45:52 time: 0.6866 data_time: 0.2755 memory: 2279 loss: 0.4894 loss_cls: 0.1910 loss_bbox: 0.2985 2023/06/06 04:52:31 - mmengine - INFO - Epoch(train) [34][250/782] lr: 4.0000e-03 eta: 1 day, 3:45:05 time: 0.4223 data_time: 0.0019 memory: 2279 loss: 0.4947 loss_cls: 0.1932 loss_bbox: 0.3016 2023/06/06 04:53:09 - mmengine - INFO - Epoch(train) [34][300/782] lr: 4.0000e-03 eta: 1 day, 3:46:33 time: 0.7608 data_time: 0.3438 memory: 2279 loss: 0.4962 loss_cls: 0.1931 loss_bbox: 0.3031 2023/06/06 04:53:37 - mmengine - INFO - Epoch(train) [34][350/782] lr: 4.0000e-03 eta: 1 day, 3:46:46 time: 0.5709 data_time: 0.0018 memory: 2279 loss: 0.5003 loss_cls: 0.1984 loss_bbox: 0.3019 2023/06/06 04:53:58 - mmengine - INFO - Epoch(train) [34][400/782] lr: 4.0000e-03 eta: 1 day, 3:46:00 time: 0.4237 data_time: 0.0019 memory: 2279 loss: 0.5066 loss_cls: 0.2045 loss_bbox: 0.3021 2023/06/06 04:54:20 - mmengine - INFO - Epoch(train) [34][450/782] lr: 4.0000e-03 eta: 1 day, 3:45:14 time: 0.4261 data_time: 0.0019 memory: 2279 loss: 0.4718 loss_cls: 0.1837 loss_bbox: 0.2881 2023/06/06 04:54:41 - mmengine - INFO - Epoch(train) [34][500/782] lr: 4.0000e-03 eta: 1 day, 3:44:27 time: 0.4215 data_time: 0.0019 memory: 2279 loss: 0.4885 loss_cls: 0.1899 loss_bbox: 0.2986 2023/06/06 04:55:13 - mmengine - INFO - Epoch(train) [34][550/782] lr: 4.0000e-03 eta: 1 day, 3:45:07 time: 0.6407 data_time: 0.0020 memory: 2279 loss: 0.4949 loss_cls: 0.1910 loss_bbox: 0.3039 2023/06/06 04:55:46 - mmengine - INFO - Epoch(train) [34][600/782] lr: 4.0000e-03 eta: 1 day, 3:45:54 time: 0.6606 data_time: 0.0019 memory: 2279 loss: 0.5138 loss_cls: 0.2024 loss_bbox: 0.3114 2023/06/06 04:56:07 - mmengine - INFO - Epoch(train) [34][650/782] lr: 4.0000e-03 eta: 1 day, 3:45:06 time: 0.4189 data_time: 0.0020 memory: 2279 loss: 0.4888 loss_cls: 0.1937 loss_bbox: 0.2951 2023/06/06 04:56:43 - mmengine - INFO - Epoch(train) [34][700/782] lr: 4.0000e-03 eta: 1 day, 3:46:18 time: 0.7229 data_time: 0.0019 memory: 2279 loss: 0.4880 loss_cls: 0.1900 loss_bbox: 0.2980 2023/06/06 04:57:15 - mmengine - INFO - Epoch(train) [34][750/782] lr: 4.0000e-03 eta: 1 day, 3:46:57 time: 0.6434 data_time: 0.0019 memory: 2279 loss: 0.4855 loss_cls: 0.1939 loss_bbox: 0.2916 2023/06/06 04:57:31 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 04:57:58 - mmengine - INFO - Epoch(train) [35][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:46:45 time: 0.5406 data_time: 0.0466 memory: 2279 loss: 0.4777 loss_cls: 0.1872 loss_bbox: 0.2905 2023/06/06 04:58:19 - mmengine - INFO - Epoch(train) [35][100/782] lr: 4.0000e-03 eta: 1 day, 3:45:58 time: 0.4220 data_time: 0.0020 memory: 2279 loss: 0.4861 loss_cls: 0.1902 loss_bbox: 0.2959 2023/06/06 04:58:45 - mmengine - INFO - Epoch(train) [35][150/782] lr: 4.0000e-03 eta: 1 day, 3:45:45 time: 0.5104 data_time: 0.0020 memory: 2279 loss: 0.4710 loss_cls: 0.1857 loss_bbox: 0.2853 2023/06/06 04:59:09 - mmengine - INFO - Epoch(train) [35][200/782] lr: 4.0000e-03 eta: 1 day, 3:45:26 time: 0.4935 data_time: 0.0019 memory: 2279 loss: 0.4894 loss_cls: 0.1937 loss_bbox: 0.2957 2023/06/06 04:59:31 - mmengine - INFO - Epoch(train) [35][250/782] lr: 4.0000e-03 eta: 1 day, 3:44:40 time: 0.4251 data_time: 0.0020 memory: 2279 loss: 0.4897 loss_cls: 0.1896 loss_bbox: 0.3000 2023/06/06 04:59:52 - mmengine - INFO - Epoch(train) [35][300/782] lr: 4.0000e-03 eta: 1 day, 3:43:52 time: 0.4183 data_time: 0.0019 memory: 2279 loss: 0.4905 loss_cls: 0.1943 loss_bbox: 0.2962 2023/06/06 05:00:13 - mmengine - INFO - Epoch(train) [35][350/782] lr: 4.0000e-03 eta: 1 day, 3:43:05 time: 0.4202 data_time: 0.0019 memory: 2279 loss: 0.4990 loss_cls: 0.1952 loss_bbox: 0.3039 2023/06/06 05:00:34 - mmengine - INFO - Epoch(train) [35][400/782] lr: 4.0000e-03 eta: 1 day, 3:42:19 time: 0.4235 data_time: 0.0019 memory: 2279 loss: 0.4743 loss_cls: 0.1842 loss_bbox: 0.2901 2023/06/06 05:00:39 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:00:55 - mmengine - INFO - Epoch(train) [35][450/782] lr: 4.0000e-03 eta: 1 day, 3:41:33 time: 0.4222 data_time: 0.0019 memory: 2279 loss: 0.4866 loss_cls: 0.1909 loss_bbox: 0.2957 2023/06/06 05:01:16 - mmengine - INFO - Epoch(train) [35][500/782] lr: 4.0000e-03 eta: 1 day, 3:40:47 time: 0.4239 data_time: 0.0020 memory: 2279 loss: 0.4866 loss_cls: 0.1889 loss_bbox: 0.2976 2023/06/06 05:01:41 - mmengine - INFO - Epoch(train) [35][550/782] lr: 4.0000e-03 eta: 1 day, 3:40:30 time: 0.4983 data_time: 0.0019 memory: 2279 loss: 0.4859 loss_cls: 0.1881 loss_bbox: 0.2978 2023/06/06 05:02:02 - mmengine - INFO - Epoch(train) [35][600/782] lr: 4.0000e-03 eta: 1 day, 3:39:46 time: 0.4269 data_time: 0.0019 memory: 2279 loss: 0.5074 loss_cls: 0.2023 loss_bbox: 0.3051 2023/06/06 05:02:40 - mmengine - INFO - Epoch(train) [35][650/782] lr: 4.0000e-03 eta: 1 day, 3:41:05 time: 0.7520 data_time: 0.0020 memory: 2279 loss: 0.4830 loss_cls: 0.1872 loss_bbox: 0.2958 2023/06/06 05:03:01 - mmengine - INFO - Epoch(train) [35][700/782] lr: 4.0000e-03 eta: 1 day, 3:40:19 time: 0.4223 data_time: 0.0019 memory: 2279 loss: 0.4754 loss_cls: 0.1826 loss_bbox: 0.2927 2023/06/06 05:03:29 - mmengine - INFO - Epoch(train) [35][750/782] lr: 4.0000e-03 eta: 1 day, 3:40:22 time: 0.5524 data_time: 0.0019 memory: 2279 loss: 0.4723 loss_cls: 0.1873 loss_bbox: 0.2850 2023/06/06 05:03:40 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:04:03 - mmengine - INFO - Epoch(train) [36][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:39:03 time: 0.4570 data_time: 0.0193 memory: 2279 loss: 0.4948 loss_cls: 0.1941 loss_bbox: 0.3008 2023/06/06 05:04:24 - mmengine - INFO - Epoch(train) [36][100/782] lr: 4.0000e-03 eta: 1 day, 3:38:16 time: 0.4192 data_time: 0.0019 memory: 2279 loss: 0.4888 loss_cls: 0.1934 loss_bbox: 0.2953 2023/06/06 05:05:39 - mmengine - INFO - Epoch(train) [36][150/782] lr: 4.0000e-03 eta: 1 day, 3:44:17 time: 1.5046 data_time: 0.0018 memory: 2279 loss: 0.4883 loss_cls: 0.1925 loss_bbox: 0.2958 2023/06/06 05:06:00 - mmengine - INFO - Epoch(train) [36][200/782] lr: 4.0000e-03 eta: 1 day, 3:43:30 time: 0.4205 data_time: 0.0018 memory: 2279 loss: 0.4667 loss_cls: 0.1820 loss_bbox: 0.2847 2023/06/06 05:06:21 - mmengine - INFO - Epoch(train) [36][250/782] lr: 4.0000e-03 eta: 1 day, 3:42:41 time: 0.4141 data_time: 0.0018 memory: 2279 loss: 0.4888 loss_cls: 0.1893 loss_bbox: 0.2995 2023/06/06 05:06:51 - mmengine - INFO - Epoch(train) [36][300/782] lr: 4.0000e-03 eta: 1 day, 3:43:00 time: 0.5978 data_time: 0.0018 memory: 2279 loss: 0.4965 loss_cls: 0.1950 loss_bbox: 0.3015 2023/06/06 05:07:12 - mmengine - INFO - Epoch(train) [36][350/782] lr: 4.0000e-03 eta: 1 day, 3:42:13 time: 0.4210 data_time: 0.0019 memory: 2279 loss: 0.4939 loss_cls: 0.1912 loss_bbox: 0.3027 2023/06/06 05:07:35 - mmengine - INFO - Epoch(train) [36][400/782] lr: 4.0000e-03 eta: 1 day, 3:41:37 time: 0.4508 data_time: 0.0019 memory: 2279 loss: 0.4830 loss_cls: 0.1881 loss_bbox: 0.2950 2023/06/06 05:08:20 - mmengine - INFO - Epoch(train) [36][450/782] lr: 4.0000e-03 eta: 1 day, 3:43:55 time: 0.9177 data_time: 0.4988 memory: 2279 loss: 0.5056 loss_cls: 0.1999 loss_bbox: 0.3057 2023/06/06 05:08:54 - mmengine - INFO - Epoch(train) [36][500/782] lr: 4.0000e-03 eta: 1 day, 3:44:39 time: 0.6681 data_time: 0.0019 memory: 2279 loss: 0.4975 loss_cls: 0.1929 loss_bbox: 0.3046 2023/06/06 05:09:15 - mmengine - INFO - Epoch(train) [36][550/782] lr: 4.0000e-03 eta: 1 day, 3:43:54 time: 0.4252 data_time: 0.0018 memory: 2279 loss: 0.4909 loss_cls: 0.1943 loss_bbox: 0.2966 2023/06/06 05:09:36 - mmengine - INFO - Epoch(train) [36][600/782] lr: 4.0000e-03 eta: 1 day, 3:43:06 time: 0.4189 data_time: 0.0018 memory: 2279 loss: 0.5008 loss_cls: 0.1999 loss_bbox: 0.3009 2023/06/06 05:09:49 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:10:25 - mmengine - INFO - Epoch(train) [36][650/782] lr: 4.0000e-03 eta: 1 day, 3:45:41 time: 0.9702 data_time: 0.5562 memory: 2279 loss: 0.4833 loss_cls: 0.1898 loss_bbox: 0.2935 2023/06/06 05:10:46 - mmengine - INFO - Epoch(train) [36][700/782] lr: 4.0000e-03 eta: 1 day, 3:44:55 time: 0.4229 data_time: 0.0018 memory: 2279 loss: 0.4858 loss_cls: 0.1918 loss_bbox: 0.2940 2023/06/06 05:11:07 - mmengine - INFO - Epoch(train) [36][750/782] lr: 4.0000e-03 eta: 1 day, 3:44:08 time: 0.4229 data_time: 0.0018 memory: 2279 loss: 0.4814 loss_cls: 0.1906 loss_bbox: 0.2907 2023/06/06 05:11:19 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:12:09 - mmengine - INFO - Epoch(train) [37][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:46:14 time: 1.0105 data_time: 0.0196 memory: 2279 loss: 0.4858 loss_cls: 0.1906 loss_bbox: 0.2952 2023/06/06 05:12:51 - mmengine - INFO - Epoch(train) [37][100/782] lr: 4.0000e-03 eta: 1 day, 3:48:02 time: 0.8466 data_time: 0.0018 memory: 2279 loss: 0.4787 loss_cls: 0.1834 loss_bbox: 0.2954 2023/06/06 05:13:13 - mmengine - INFO - Epoch(train) [37][150/782] lr: 4.0000e-03 eta: 1 day, 3:47:15 time: 0.4224 data_time: 0.0018 memory: 2279 loss: 0.4982 loss_cls: 0.1932 loss_bbox: 0.3050 2023/06/06 05:13:37 - mmengine - INFO - Epoch(train) [37][200/782] lr: 4.0000e-03 eta: 1 day, 3:46:55 time: 0.4959 data_time: 0.0018 memory: 2279 loss: 0.4944 loss_cls: 0.1947 loss_bbox: 0.2997 2023/06/06 05:13:58 - mmengine - INFO - Epoch(train) [37][250/782] lr: 4.0000e-03 eta: 1 day, 3:46:07 time: 0.4207 data_time: 0.0018 memory: 2279 loss: 0.4671 loss_cls: 0.1821 loss_bbox: 0.2851 2023/06/06 05:14:31 - mmengine - INFO - Epoch(train) [37][300/782] lr: 4.0000e-03 eta: 1 day, 3:46:40 time: 0.6421 data_time: 0.0018 memory: 2279 loss: 0.4915 loss_cls: 0.1954 loss_bbox: 0.2960 2023/06/06 05:14:52 - mmengine - INFO - Epoch(train) [37][350/782] lr: 4.0000e-03 eta: 1 day, 3:45:52 time: 0.4204 data_time: 0.0018 memory: 2279 loss: 0.4877 loss_cls: 0.1932 loss_bbox: 0.2946 2023/06/06 05:15:13 - mmengine - INFO - Epoch(train) [37][400/782] lr: 4.0000e-03 eta: 1 day, 3:45:06 time: 0.4241 data_time: 0.0019 memory: 2279 loss: 0.4752 loss_cls: 0.1816 loss_bbox: 0.2936 2023/06/06 05:15:34 - mmengine - INFO - Epoch(train) [37][450/782] lr: 4.0000e-03 eta: 1 day, 3:44:18 time: 0.4194 data_time: 0.0019 memory: 2279 loss: 0.4775 loss_cls: 0.1850 loss_bbox: 0.2925 2023/06/06 05:15:55 - mmengine - INFO - Epoch(train) [37][500/782] lr: 4.0000e-03 eta: 1 day, 3:43:31 time: 0.4212 data_time: 0.0018 memory: 2279 loss: 0.4802 loss_cls: 0.1896 loss_bbox: 0.2907 2023/06/06 05:16:16 - mmengine - INFO - Epoch(train) [37][550/782] lr: 4.0000e-03 eta: 1 day, 3:42:45 time: 0.4244 data_time: 0.0018 memory: 2279 loss: 0.4833 loss_cls: 0.1914 loss_bbox: 0.2919 2023/06/06 05:16:37 - mmengine - INFO - Epoch(train) [37][600/782] lr: 4.0000e-03 eta: 1 day, 3:42:01 time: 0.4275 data_time: 0.0018 memory: 2279 loss: 0.4885 loss_cls: 0.1887 loss_bbox: 0.2998 2023/06/06 05:17:04 - mmengine - INFO - Epoch(train) [37][650/782] lr: 4.0000e-03 eta: 1 day, 3:41:51 time: 0.5256 data_time: 0.0019 memory: 2279 loss: 0.4801 loss_cls: 0.1874 loss_bbox: 0.2927 2023/06/06 05:17:25 - mmengine - INFO - Epoch(train) [37][700/782] lr: 4.0000e-03 eta: 1 day, 3:41:07 time: 0.4288 data_time: 0.0019 memory: 2279 loss: 0.4784 loss_cls: 0.1830 loss_bbox: 0.2954 2023/06/06 05:17:46 - mmengine - INFO - Epoch(train) [37][750/782] lr: 4.0000e-03 eta: 1 day, 3:40:22 time: 0.4258 data_time: 0.0019 memory: 2279 loss: 0.4974 loss_cls: 0.1937 loss_bbox: 0.3037 2023/06/06 05:17:58 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:18:28 - mmengine - INFO - Epoch(train) [38][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:39:55 time: 0.6011 data_time: 0.0237 memory: 2279 loss: 0.4945 loss_cls: 0.1924 loss_bbox: 0.3021 2023/06/06 05:18:35 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:18:49 - mmengine - INFO - Epoch(train) [38][100/782] lr: 4.0000e-03 eta: 1 day, 3:39:11 time: 0.4283 data_time: 0.0018 memory: 2279 loss: 0.4775 loss_cls: 0.1859 loss_bbox: 0.2916 2023/06/06 05:19:22 - mmengine - INFO - Epoch(train) [38][150/782] lr: 4.0000e-03 eta: 1 day, 3:39:49 time: 0.6591 data_time: 0.0018 memory: 2279 loss: 0.4837 loss_cls: 0.1840 loss_bbox: 0.2997 2023/06/06 05:19:44 - mmengine - INFO - Epoch(train) [38][200/782] lr: 4.0000e-03 eta: 1 day, 3:39:02 time: 0.4217 data_time: 0.0018 memory: 2279 loss: 0.4802 loss_cls: 0.1895 loss_bbox: 0.2908 2023/06/06 05:20:05 - mmengine - INFO - Epoch(train) [38][250/782] lr: 4.0000e-03 eta: 1 day, 3:38:18 time: 0.4285 data_time: 0.0018 memory: 2279 loss: 0.4897 loss_cls: 0.1902 loss_bbox: 0.2995 2023/06/06 05:20:26 - mmengine - INFO - Epoch(train) [38][300/782] lr: 4.0000e-03 eta: 1 day, 3:37:33 time: 0.4229 data_time: 0.0017 memory: 2279 loss: 0.4735 loss_cls: 0.1838 loss_bbox: 0.2897 2023/06/06 05:21:00 - mmengine - INFO - Epoch(train) [38][350/782] lr: 4.0000e-03 eta: 1 day, 3:38:15 time: 0.6753 data_time: 0.0018 memory: 2279 loss: 0.4880 loss_cls: 0.1890 loss_bbox: 0.2990 2023/06/06 05:21:30 - mmengine - INFO - Epoch(train) [38][400/782] lr: 4.0000e-03 eta: 1 day, 3:38:30 time: 0.5948 data_time: 0.0017 memory: 2279 loss: 0.4911 loss_cls: 0.1929 loss_bbox: 0.2981 2023/06/06 05:21:51 - mmengine - INFO - Epoch(train) [38][450/782] lr: 4.0000e-03 eta: 1 day, 3:37:44 time: 0.4239 data_time: 0.0018 memory: 2279 loss: 0.4825 loss_cls: 0.1883 loss_bbox: 0.2943 2023/06/06 05:22:17 - mmengine - INFO - Epoch(train) [38][500/782] lr: 4.0000e-03 eta: 1 day, 3:37:30 time: 0.5136 data_time: 0.0017 memory: 2279 loss: 0.4858 loss_cls: 0.1939 loss_bbox: 0.2919 2023/06/06 05:22:54 - mmengine - INFO - Epoch(train) [38][550/782] lr: 4.0000e-03 eta: 1 day, 3:38:40 time: 0.7546 data_time: 0.0018 memory: 2279 loss: 0.4935 loss_cls: 0.1943 loss_bbox: 0.2992 2023/06/06 05:23:20 - mmengine - INFO - Epoch(train) [38][600/782] lr: 4.0000e-03 eta: 1 day, 3:38:26 time: 0.5168 data_time: 0.0996 memory: 2279 loss: 0.4813 loss_cls: 0.1915 loss_bbox: 0.2898 2023/06/06 05:23:41 - mmengine - INFO - Epoch(train) [38][650/782] lr: 4.0000e-03 eta: 1 day, 3:37:40 time: 0.4217 data_time: 0.0018 memory: 2279 loss: 0.4913 loss_cls: 0.1936 loss_bbox: 0.2977 2023/06/06 05:24:19 - mmengine - INFO - Epoch(train) [38][700/782] lr: 4.0000e-03 eta: 1 day, 3:38:48 time: 0.7528 data_time: 0.0018 memory: 2279 loss: 0.4969 loss_cls: 0.1938 loss_bbox: 0.3031 2023/06/06 05:24:40 - mmengine - INFO - Epoch(train) [38][750/782] lr: 4.0000e-03 eta: 1 day, 3:38:02 time: 0.4228 data_time: 0.0018 memory: 2279 loss: 0.4923 loss_cls: 0.1920 loss_bbox: 0.3003 2023/06/06 05:24:52 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:25:38 - mmengine - INFO - Epoch(train) [39][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:39:25 time: 0.9177 data_time: 0.0184 memory: 2279 loss: 0.4723 loss_cls: 0.1858 loss_bbox: 0.2865 2023/06/06 05:25:59 - mmengine - INFO - Epoch(train) [39][100/782] lr: 4.0000e-03 eta: 1 day, 3:38:40 time: 0.4264 data_time: 0.0019 memory: 2279 loss: 0.4839 loss_cls: 0.1898 loss_bbox: 0.2941 2023/06/06 05:26:44 - mmengine - INFO - Epoch(train) [39][150/782] lr: 4.0000e-03 eta: 1 day, 3:40:41 time: 0.9101 data_time: 0.0019 memory: 2279 loss: 0.4944 loss_cls: 0.1930 loss_bbox: 0.3015 2023/06/06 05:27:06 - mmengine - INFO - Epoch(train) [39][200/782] lr: 4.0000e-03 eta: 1 day, 3:39:54 time: 0.4206 data_time: 0.0018 memory: 2279 loss: 0.4734 loss_cls: 0.1822 loss_bbox: 0.2912 2023/06/06 05:27:33 - mmengine - INFO - Epoch(train) [39][250/782] lr: 4.0000e-03 eta: 1 day, 3:39:54 time: 0.5566 data_time: 0.0018 memory: 2279 loss: 0.4708 loss_cls: 0.1827 loss_bbox: 0.2881 2023/06/06 05:27:48 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:27:55 - mmengine - INFO - Epoch(train) [39][300/782] lr: 4.0000e-03 eta: 1 day, 3:39:08 time: 0.4233 data_time: 0.0019 memory: 2279 loss: 0.5075 loss_cls: 0.2004 loss_bbox: 0.3071 2023/06/06 05:28:31 - mmengine - INFO - Epoch(train) [39][350/782] lr: 4.0000e-03 eta: 1 day, 3:40:04 time: 0.7217 data_time: 0.0018 memory: 2279 loss: 0.4575 loss_cls: 0.1792 loss_bbox: 0.2784 2023/06/06 05:29:09 - mmengine - INFO - Epoch(train) [39][400/782] lr: 4.0000e-03 eta: 1 day, 3:41:16 time: 0.7717 data_time: 0.3051 memory: 2279 loss: 0.4886 loss_cls: 0.1911 loss_bbox: 0.2975 2023/06/06 05:29:30 - mmengine - INFO - Epoch(train) [39][450/782] lr: 4.0000e-03 eta: 1 day, 3:40:29 time: 0.4211 data_time: 0.0018 memory: 2279 loss: 0.4885 loss_cls: 0.1914 loss_bbox: 0.2972 2023/06/06 05:29:51 - mmengine - INFO - Epoch(train) [39][500/782] lr: 4.0000e-03 eta: 1 day, 3:39:43 time: 0.4229 data_time: 0.0018 memory: 2279 loss: 0.4990 loss_cls: 0.1925 loss_bbox: 0.3065 2023/06/06 05:30:12 - mmengine - INFO - Epoch(train) [39][550/782] lr: 4.0000e-03 eta: 1 day, 3:38:54 time: 0.4149 data_time: 0.0018 memory: 2279 loss: 0.4914 loss_cls: 0.1917 loss_bbox: 0.2997 2023/06/06 05:30:33 - mmengine - INFO - Epoch(train) [39][600/782] lr: 4.0000e-03 eta: 1 day, 3:38:07 time: 0.4210 data_time: 0.0017 memory: 2279 loss: 0.4937 loss_cls: 0.1893 loss_bbox: 0.3044 2023/06/06 05:31:05 - mmengine - INFO - Epoch(train) [39][650/782] lr: 4.0000e-03 eta: 1 day, 3:38:31 time: 0.6287 data_time: 0.0017 memory: 2279 loss: 0.4799 loss_cls: 0.1900 loss_bbox: 0.2899 2023/06/06 05:31:31 - mmengine - INFO - Epoch(train) [39][700/782] lr: 4.0000e-03 eta: 1 day, 3:38:20 time: 0.5280 data_time: 0.0018 memory: 2279 loss: 0.4938 loss_cls: 0.1949 loss_bbox: 0.2989 2023/06/06 05:31:52 - mmengine - INFO - Epoch(train) [39][750/782] lr: 4.0000e-03 eta: 1 day, 3:37:33 time: 0.4186 data_time: 0.0018 memory: 2279 loss: 0.4749 loss_cls: 0.1819 loss_bbox: 0.2930 2023/06/06 05:32:09 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:32:32 - mmengine - INFO - Epoch(train) [40][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:36:51 time: 0.4574 data_time: 0.0207 memory: 2279 loss: 0.4840 loss_cls: 0.1916 loss_bbox: 0.2924 2023/06/06 05:32:53 - mmengine - INFO - Epoch(train) [40][100/782] lr: 4.0000e-03 eta: 1 day, 3:36:03 time: 0.4157 data_time: 0.0020 memory: 2279 loss: 0.4946 loss_cls: 0.1968 loss_bbox: 0.2978 2023/06/06 05:33:14 - mmengine - INFO - Epoch(train) [40][150/782] lr: 4.0000e-03 eta: 1 day, 3:35:17 time: 0.4218 data_time: 0.0018 memory: 2279 loss: 0.4831 loss_cls: 0.1902 loss_bbox: 0.2929 2023/06/06 05:33:35 - mmengine - INFO - Epoch(train) [40][200/782] lr: 4.0000e-03 eta: 1 day, 3:34:31 time: 0.4224 data_time: 0.0017 memory: 2279 loss: 0.4808 loss_cls: 0.1885 loss_bbox: 0.2923 2023/06/06 05:33:56 - mmengine - INFO - Epoch(train) [40][250/782] lr: 4.0000e-03 eta: 1 day, 3:33:47 time: 0.4282 data_time: 0.0018 memory: 2279 loss: 0.4942 loss_cls: 0.1965 loss_bbox: 0.2978 2023/06/06 05:34:18 - mmengine - INFO - Epoch(train) [40][300/782] lr: 4.0000e-03 eta: 1 day, 3:33:04 time: 0.4283 data_time: 0.0018 memory: 2279 loss: 0.4733 loss_cls: 0.1856 loss_bbox: 0.2877 2023/06/06 05:34:39 - mmengine - INFO - Epoch(train) [40][350/782] lr: 4.0000e-03 eta: 1 day, 3:32:20 time: 0.4292 data_time: 0.0018 memory: 2279 loss: 0.4788 loss_cls: 0.1910 loss_bbox: 0.2878 2023/06/06 05:35:00 - mmengine - INFO - Epoch(train) [40][400/782] lr: 4.0000e-03 eta: 1 day, 3:31:36 time: 0.4259 data_time: 0.0017 memory: 2279 loss: 0.4774 loss_cls: 0.1818 loss_bbox: 0.2956 2023/06/06 05:35:22 - mmengine - INFO - Epoch(train) [40][450/782] lr: 4.0000e-03 eta: 1 day, 3:30:51 time: 0.4222 data_time: 0.0019 memory: 2279 loss: 0.4861 loss_cls: 0.1909 loss_bbox: 0.2952 2023/06/06 05:35:43 - mmengine - INFO - Epoch(train) [40][500/782] lr: 4.0000e-03 eta: 1 day, 3:30:05 time: 0.4209 data_time: 0.0018 memory: 2279 loss: 0.4874 loss_cls: 0.1878 loss_bbox: 0.2996 2023/06/06 05:35:43 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:36:04 - mmengine - INFO - Epoch(train) [40][550/782] lr: 4.0000e-03 eta: 1 day, 3:29:22 time: 0.4291 data_time: 0.0019 memory: 2279 loss: 0.4804 loss_cls: 0.1891 loss_bbox: 0.2913 2023/06/06 05:36:30 - mmengine - INFO - Epoch(train) [40][600/782] lr: 4.0000e-03 eta: 1 day, 3:29:09 time: 0.5216 data_time: 0.0020 memory: 2279 loss: 0.4793 loss_cls: 0.1912 loss_bbox: 0.2881 2023/06/06 05:37:15 - mmengine - INFO - Epoch(train) [40][650/782] lr: 4.0000e-03 eta: 1 day, 3:30:59 time: 0.8988 data_time: 0.4829 memory: 2279 loss: 0.4771 loss_cls: 0.1871 loss_bbox: 0.2900 2023/06/06 05:37:36 - mmengine - INFO - Epoch(train) [40][700/782] lr: 4.0000e-03 eta: 1 day, 3:30:15 time: 0.4238 data_time: 0.0018 memory: 2279 loss: 0.4811 loss_cls: 0.1904 loss_bbox: 0.2907 2023/06/06 05:37:58 - mmengine - INFO - Epoch(train) [40][750/782] lr: 4.0000e-03 eta: 1 day, 3:29:34 time: 0.4383 data_time: 0.0018 memory: 2279 loss: 0.4740 loss_cls: 0.1840 loss_bbox: 0.2900 2023/06/06 05:38:10 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:38:10 - mmengine - INFO - Saving checkpoint at 40 epochs 2023/06/06 05:38:15 - mmengine - INFO - Evaluating bbox... 2023/06/06 05:38:16 - mmengine - INFO - bbox_mAP_copypaste: 0.715 0.965 0.806 0.336 0.519 0.745 2023/06/06 05:38:16 - mmengine - INFO - Epoch(val) [40][43/43] coco/bbox_mAP: 0.7150 coco/bbox_mAP_50: 0.9650 coco/bbox_mAP_75: 0.8060 coco/bbox_mAP_s: 0.3360 coco/bbox_mAP_m: 0.5190 coco/bbox_mAP_l: 0.7450 data_time: 0.0253 time: 0.0521 2023/06/06 05:38:39 - mmengine - INFO - Epoch(train) [41][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:28:19 time: 0.4604 data_time: 0.0208 memory: 2279 loss: 0.4846 loss_cls: 0.1901 loss_bbox: 0.2945 2023/06/06 05:39:02 - mmengine - INFO - Epoch(train) [41][100/782] lr: 4.0000e-03 eta: 1 day, 3:27:43 time: 0.4495 data_time: 0.0018 memory: 2279 loss: 0.4978 loss_cls: 0.1944 loss_bbox: 0.3034 2023/06/06 05:39:23 - mmengine - INFO - Epoch(train) [41][150/782] lr: 4.0000e-03 eta: 1 day, 3:26:57 time: 0.4187 data_time: 0.0019 memory: 2279 loss: 0.4793 loss_cls: 0.1885 loss_bbox: 0.2909 2023/06/06 05:39:44 - mmengine - INFO - Epoch(train) [41][200/782] lr: 4.0000e-03 eta: 1 day, 3:26:14 time: 0.4278 data_time: 0.0018 memory: 2279 loss: 0.4944 loss_cls: 0.1933 loss_bbox: 0.3011 2023/06/06 05:40:27 - mmengine - INFO - Epoch(train) [41][250/782] lr: 4.0000e-03 eta: 1 day, 3:27:47 time: 0.8507 data_time: 0.4345 memory: 2279 loss: 0.4771 loss_cls: 0.1875 loss_bbox: 0.2896 2023/06/06 05:40:48 - mmengine - INFO - Epoch(train) [41][300/782] lr: 4.0000e-03 eta: 1 day, 3:27:01 time: 0.4197 data_time: 0.0018 memory: 2279 loss: 0.4620 loss_cls: 0.1819 loss_bbox: 0.2801 2023/06/06 05:41:23 - mmengine - INFO - Epoch(train) [41][350/782] lr: 4.0000e-03 eta: 1 day, 3:27:44 time: 0.6991 data_time: 0.0019 memory: 2279 loss: 0.4954 loss_cls: 0.1935 loss_bbox: 0.3019 2023/06/06 05:41:44 - mmengine - INFO - Epoch(train) [41][400/782] lr: 4.0000e-03 eta: 1 day, 3:26:58 time: 0.4169 data_time: 0.0019 memory: 2279 loss: 0.4800 loss_cls: 0.1885 loss_bbox: 0.2914 2023/06/06 05:42:04 - mmengine - INFO - Epoch(train) [41][450/782] lr: 4.0000e-03 eta: 1 day, 3:26:10 time: 0.4154 data_time: 0.0019 memory: 2279 loss: 0.4712 loss_cls: 0.1788 loss_bbox: 0.2923 2023/06/06 05:42:25 - mmengine - INFO - Epoch(train) [41][500/782] lr: 4.0000e-03 eta: 1 day, 3:25:25 time: 0.4200 data_time: 0.0020 memory: 2279 loss: 0.4919 loss_cls: 0.1958 loss_bbox: 0.2961 2023/06/06 05:42:53 - mmengine - INFO - Epoch(train) [41][550/782] lr: 4.0000e-03 eta: 1 day, 3:25:19 time: 0.5439 data_time: 0.0020 memory: 2279 loss: 0.4933 loss_cls: 0.1871 loss_bbox: 0.3062 2023/06/06 05:43:18 - mmengine - INFO - Epoch(train) [41][600/782] lr: 4.0000e-03 eta: 1 day, 3:24:59 time: 0.5008 data_time: 0.0020 memory: 2279 loss: 0.4961 loss_cls: 0.1948 loss_bbox: 0.3012 2023/06/06 05:43:39 - mmengine - INFO - Epoch(train) [41][650/782] lr: 4.0000e-03 eta: 1 day, 3:24:14 time: 0.4223 data_time: 0.0020 memory: 2279 loss: 0.4815 loss_cls: 0.1848 loss_bbox: 0.2967 2023/06/06 05:44:00 - mmengine - INFO - Epoch(train) [41][700/782] lr: 4.0000e-03 eta: 1 day, 3:23:32 time: 0.4302 data_time: 0.0019 memory: 2279 loss: 0.4933 loss_cls: 0.1900 loss_bbox: 0.3033 2023/06/06 05:44:12 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:44:28 - mmengine - INFO - Epoch(train) [41][750/782] lr: 4.0000e-03 eta: 1 day, 3:23:26 time: 0.5447 data_time: 0.0020 memory: 2279 loss: 0.4740 loss_cls: 0.1847 loss_bbox: 0.2892 2023/06/06 05:44:39 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:45:33 - mmengine - INFO - Epoch(train) [42][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:25:25 time: 1.0737 data_time: 0.0149 memory: 2279 loss: 0.4800 loss_cls: 0.1900 loss_bbox: 0.2900 2023/06/06 05:45:54 - mmengine - INFO - Epoch(train) [42][100/782] lr: 4.0000e-03 eta: 1 day, 3:24:43 time: 0.4297 data_time: 0.0020 memory: 2279 loss: 0.4935 loss_cls: 0.1920 loss_bbox: 0.3015 2023/06/06 05:46:20 - mmengine - INFO - Epoch(train) [42][150/782] lr: 4.0000e-03 eta: 1 day, 3:24:27 time: 0.5162 data_time: 0.0020 memory: 2279 loss: 0.4859 loss_cls: 0.1907 loss_bbox: 0.2952 2023/06/06 05:46:41 - mmengine - INFO - Epoch(train) [42][200/782] lr: 4.0000e-03 eta: 1 day, 3:23:41 time: 0.4171 data_time: 0.0020 memory: 2279 loss: 0.4930 loss_cls: 0.1945 loss_bbox: 0.2985 2023/06/06 05:47:02 - mmengine - INFO - Epoch(train) [42][250/782] lr: 4.0000e-03 eta: 1 day, 3:22:56 time: 0.4220 data_time: 0.0020 memory: 2279 loss: 0.4813 loss_cls: 0.1873 loss_bbox: 0.2941 2023/06/06 05:47:29 - mmengine - INFO - Epoch(train) [42][300/782] lr: 4.0000e-03 eta: 1 day, 3:22:50 time: 0.5464 data_time: 0.0020 memory: 2279 loss: 0.4766 loss_cls: 0.1869 loss_bbox: 0.2897 2023/06/06 05:47:50 - mmengine - INFO - Epoch(train) [42][350/782] lr: 4.0000e-03 eta: 1 day, 3:22:05 time: 0.4206 data_time: 0.0020 memory: 2279 loss: 0.4843 loss_cls: 0.1878 loss_bbox: 0.2965 2023/06/06 05:48:12 - mmengine - INFO - Epoch(train) [42][400/782] lr: 4.0000e-03 eta: 1 day, 3:21:20 time: 0.4222 data_time: 0.0020 memory: 2279 loss: 0.4879 loss_cls: 0.1860 loss_bbox: 0.3019 2023/06/06 05:48:33 - mmengine - INFO - Epoch(train) [42][450/782] lr: 4.0000e-03 eta: 1 day, 3:20:35 time: 0.4184 data_time: 0.0020 memory: 2279 loss: 0.4776 loss_cls: 0.1897 loss_bbox: 0.2879 2023/06/06 05:48:54 - mmengine - INFO - Epoch(train) [42][500/782] lr: 4.0000e-03 eta: 1 day, 3:19:49 time: 0.4194 data_time: 0.0020 memory: 2279 loss: 0.4753 loss_cls: 0.1863 loss_bbox: 0.2890 2023/06/06 05:49:15 - mmengine - INFO - Epoch(train) [42][550/782] lr: 4.0000e-03 eta: 1 day, 3:19:05 time: 0.4216 data_time: 0.0020 memory: 2279 loss: 0.4747 loss_cls: 0.1845 loss_bbox: 0.2902 2023/06/06 05:49:45 - mmengine - INFO - Epoch(train) [42][600/782] lr: 4.0000e-03 eta: 1 day, 3:19:19 time: 0.6127 data_time: 0.0020 memory: 2279 loss: 0.4760 loss_cls: 0.1849 loss_bbox: 0.2911 2023/06/06 05:50:06 - mmengine - INFO - Epoch(train) [42][650/782] lr: 4.0000e-03 eta: 1 day, 3:18:35 time: 0.4219 data_time: 0.0020 memory: 2279 loss: 0.4685 loss_cls: 0.1792 loss_bbox: 0.2893 2023/06/06 05:50:28 - mmengine - INFO - Epoch(train) [42][700/782] lr: 4.0000e-03 eta: 1 day, 3:17:52 time: 0.4274 data_time: 0.0019 memory: 2279 loss: 0.4830 loss_cls: 0.1902 loss_bbox: 0.2928 2023/06/06 05:50:49 - mmengine - INFO - Epoch(train) [42][750/782] lr: 4.0000e-03 eta: 1 day, 3:17:09 time: 0.4248 data_time: 0.0020 memory: 2279 loss: 0.4911 loss_cls: 0.1941 loss_bbox: 0.2970 2023/06/06 05:51:01 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:51:41 - mmengine - INFO - Epoch(train) [43][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:17:41 time: 0.8034 data_time: 0.0356 memory: 2279 loss: 0.4996 loss_cls: 0.1981 loss_bbox: 0.3015 2023/06/06 05:52:02 - mmengine - INFO - Epoch(train) [43][100/782] lr: 4.0000e-03 eta: 1 day, 3:16:57 time: 0.4218 data_time: 0.0019 memory: 2279 loss: 0.4693 loss_cls: 0.1837 loss_bbox: 0.2857 2023/06/06 05:52:23 - mmengine - INFO - Epoch(train) [43][150/782] lr: 4.0000e-03 eta: 1 day, 3:16:11 time: 0.4186 data_time: 0.0020 memory: 2279 loss: 0.4836 loss_cls: 0.1898 loss_bbox: 0.2938 2023/06/06 05:52:25 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:52:55 - mmengine - INFO - Epoch(train) [43][200/782] lr: 4.0000e-03 eta: 1 day, 3:16:37 time: 0.6518 data_time: 0.2308 memory: 2279 loss: 0.4771 loss_cls: 0.1857 loss_bbox: 0.2913 2023/06/06 05:53:21 - mmengine - INFO - Epoch(train) [43][250/782] lr: 4.0000e-03 eta: 1 day, 3:16:23 time: 0.5213 data_time: 0.0019 memory: 2279 loss: 0.4824 loss_cls: 0.1878 loss_bbox: 0.2946 2023/06/06 05:54:02 - mmengine - INFO - Epoch(train) [43][300/782] lr: 4.0000e-03 eta: 1 day, 3:17:38 time: 0.8148 data_time: 0.0019 memory: 2279 loss: 0.4787 loss_cls: 0.1864 loss_bbox: 0.2924 2023/06/06 05:54:23 - mmengine - INFO - Epoch(train) [43][350/782] lr: 4.0000e-03 eta: 1 day, 3:16:54 time: 0.4203 data_time: 0.0018 memory: 2279 loss: 0.4735 loss_cls: 0.1795 loss_bbox: 0.2940 2023/06/06 05:54:44 - mmengine - INFO - Epoch(train) [43][400/782] lr: 4.0000e-03 eta: 1 day, 3:16:09 time: 0.4198 data_time: 0.0018 memory: 2279 loss: 0.4856 loss_cls: 0.1922 loss_bbox: 0.2934 2023/06/06 05:55:06 - mmengine - INFO - Epoch(train) [43][450/782] lr: 4.0000e-03 eta: 1 day, 3:15:28 time: 0.4331 data_time: 0.0019 memory: 2279 loss: 0.4757 loss_cls: 0.1827 loss_bbox: 0.2930 2023/06/06 05:55:27 - mmengine - INFO - Epoch(train) [43][500/782] lr: 4.0000e-03 eta: 1 day, 3:14:44 time: 0.4236 data_time: 0.0018 memory: 2279 loss: 0.4839 loss_cls: 0.1879 loss_bbox: 0.2960 2023/06/06 05:55:48 - mmengine - INFO - Epoch(train) [43][550/782] lr: 4.0000e-03 eta: 1 day, 3:13:59 time: 0.4196 data_time: 0.0019 memory: 2279 loss: 0.4851 loss_cls: 0.1908 loss_bbox: 0.2943 2023/06/06 05:56:09 - mmengine - INFO - Epoch(train) [43][600/782] lr: 4.0000e-03 eta: 1 day, 3:13:16 time: 0.4226 data_time: 0.0018 memory: 2279 loss: 0.4772 loss_cls: 0.1855 loss_bbox: 0.2917 2023/06/06 05:56:58 - mmengine - INFO - Epoch(train) [43][650/782] lr: 4.0000e-03 eta: 1 day, 3:15:18 time: 0.9771 data_time: 0.0019 memory: 2279 loss: 0.4735 loss_cls: 0.1863 loss_bbox: 0.2872 2023/06/06 05:57:42 - mmengine - INFO - Epoch(train) [43][700/782] lr: 4.0000e-03 eta: 1 day, 3:16:49 time: 0.8725 data_time: 0.0018 memory: 2279 loss: 0.4767 loss_cls: 0.1837 loss_bbox: 0.2931 2023/06/06 05:58:03 - mmengine - INFO - Epoch(train) [43][750/782] lr: 4.0000e-03 eta: 1 day, 3:16:06 time: 0.4246 data_time: 0.0018 memory: 2279 loss: 0.4702 loss_cls: 0.1816 loss_bbox: 0.2887 2023/06/06 05:58:15 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 05:58:45 - mmengine - INFO - Epoch(train) [44][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:15:40 time: 0.6125 data_time: 0.0151 memory: 2279 loss: 0.4925 loss_cls: 0.1947 loss_bbox: 0.2978 2023/06/06 05:59:06 - mmengine - INFO - Epoch(train) [44][100/782] lr: 4.0000e-03 eta: 1 day, 3:14:55 time: 0.4226 data_time: 0.0019 memory: 2279 loss: 0.4745 loss_cls: 0.1849 loss_bbox: 0.2896 2023/06/06 05:59:27 - mmengine - INFO - Epoch(train) [44][150/782] lr: 4.0000e-03 eta: 1 day, 3:14:10 time: 0.4187 data_time: 0.0019 memory: 2279 loss: 0.4828 loss_cls: 0.1909 loss_bbox: 0.2919 2023/06/06 05:59:49 - mmengine - INFO - Epoch(train) [44][200/782] lr: 4.0000e-03 eta: 1 day, 3:13:27 time: 0.4234 data_time: 0.0019 memory: 2279 loss: 0.4725 loss_cls: 0.1878 loss_bbox: 0.2846 2023/06/06 06:00:10 - mmengine - INFO - Epoch(train) [44][250/782] lr: 4.0000e-03 eta: 1 day, 3:12:42 time: 0.4182 data_time: 0.0019 memory: 2279 loss: 0.4891 loss_cls: 0.1913 loss_bbox: 0.2979 2023/06/06 06:00:30 - mmengine - INFO - Epoch(train) [44][300/782] lr: 4.0000e-03 eta: 1 day, 3:11:57 time: 0.4184 data_time: 0.0019 memory: 2279 loss: 0.4716 loss_cls: 0.1835 loss_bbox: 0.2880 2023/06/06 06:00:52 - mmengine - INFO - Epoch(train) [44][350/782] lr: 4.0000e-03 eta: 1 day, 3:11:14 time: 0.4271 data_time: 0.0020 memory: 2279 loss: 0.5044 loss_cls: 0.1970 loss_bbox: 0.3074 2023/06/06 06:01:02 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:01:13 - mmengine - INFO - Epoch(train) [44][400/782] lr: 4.0000e-03 eta: 1 day, 3:10:33 time: 0.4313 data_time: 0.0020 memory: 2279 loss: 0.4920 loss_cls: 0.1950 loss_bbox: 0.2971 2023/06/06 06:01:45 - mmengine - INFO - Epoch(train) [44][450/782] lr: 4.0000e-03 eta: 1 day, 3:10:50 time: 0.6279 data_time: 0.0018 memory: 2279 loss: 0.4850 loss_cls: 0.1929 loss_bbox: 0.2920 2023/06/06 06:02:06 - mmengine - INFO - Epoch(train) [44][500/782] lr: 4.0000e-03 eta: 1 day, 3:10:07 time: 0.4256 data_time: 0.0018 memory: 2279 loss: 0.4791 loss_cls: 0.1866 loss_bbox: 0.2925 2023/06/06 06:02:50 - mmengine - INFO - Epoch(train) [44][550/782] lr: 4.0000e-03 eta: 1 day, 3:11:37 time: 0.8762 data_time: 0.0020 memory: 2279 loss: 0.4843 loss_cls: 0.1853 loss_bbox: 0.2990 2023/06/06 06:03:11 - mmengine - INFO - Epoch(train) [44][600/782] lr: 4.0000e-03 eta: 1 day, 3:10:54 time: 0.4252 data_time: 0.0020 memory: 2279 loss: 0.4770 loss_cls: 0.1850 loss_bbox: 0.2920 2023/06/06 06:03:38 - mmengine - INFO - Epoch(train) [44][650/782] lr: 4.0000e-03 eta: 1 day, 3:10:42 time: 0.5324 data_time: 0.0019 memory: 2279 loss: 0.4967 loss_cls: 0.1977 loss_bbox: 0.2990 2023/06/06 06:04:40 - mmengine - INFO - Epoch(train) [44][700/782] lr: 4.0000e-03 eta: 1 day, 3:13:58 time: 1.2431 data_time: 0.0301 memory: 2279 loss: 0.4710 loss_cls: 0.1849 loss_bbox: 0.2860 2023/06/06 06:05:18 - mmengine - INFO - Epoch(train) [44][750/782] lr: 4.0000e-03 eta: 1 day, 3:14:53 time: 0.7620 data_time: 0.0018 memory: 2279 loss: 0.4674 loss_cls: 0.1861 loss_bbox: 0.2814 2023/06/06 06:05:30 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:05:56 - mmengine - INFO - Epoch(train) [45][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:13:58 time: 0.5198 data_time: 0.0157 memory: 2279 loss: 0.4815 loss_cls: 0.1915 loss_bbox: 0.2900 2023/06/06 06:06:22 - mmengine - INFO - Epoch(train) [45][100/782] lr: 4.0000e-03 eta: 1 day, 3:13:45 time: 0.5317 data_time: 0.0019 memory: 2279 loss: 0.4814 loss_cls: 0.1872 loss_bbox: 0.2942 2023/06/06 06:06:43 - mmengine - INFO - Epoch(train) [45][150/782] lr: 4.0000e-03 eta: 1 day, 3:13:01 time: 0.4222 data_time: 0.0019 memory: 2279 loss: 0.4747 loss_cls: 0.1849 loss_bbox: 0.2898 2023/06/06 06:07:20 - mmengine - INFO - Epoch(train) [45][200/782] lr: 4.0000e-03 eta: 1 day, 3:13:48 time: 0.7366 data_time: 0.0019 memory: 2279 loss: 0.4681 loss_cls: 0.1792 loss_bbox: 0.2889 2023/06/06 06:07:42 - mmengine - INFO - Epoch(train) [45][250/782] lr: 4.0000e-03 eta: 1 day, 3:13:07 time: 0.4341 data_time: 0.0018 memory: 2279 loss: 0.4791 loss_cls: 0.1856 loss_bbox: 0.2935 2023/06/06 06:08:07 - mmengine - INFO - Epoch(train) [45][300/782] lr: 4.0000e-03 eta: 1 day, 3:12:47 time: 0.5064 data_time: 0.0019 memory: 2279 loss: 0.4648 loss_cls: 0.1779 loss_bbox: 0.2869 2023/06/06 06:08:43 - mmengine - INFO - Epoch(train) [45][350/782] lr: 4.0000e-03 eta: 1 day, 3:13:27 time: 0.7126 data_time: 0.2991 memory: 2279 loss: 0.4866 loss_cls: 0.1910 loss_bbox: 0.2955 2023/06/06 06:09:04 - mmengine - INFO - Epoch(train) [45][400/782] lr: 4.0000e-03 eta: 1 day, 3:12:44 time: 0.4249 data_time: 0.0018 memory: 2279 loss: 0.4785 loss_cls: 0.1854 loss_bbox: 0.2931 2023/06/06 06:09:25 - mmengine - INFO - Epoch(train) [45][450/782] lr: 4.0000e-03 eta: 1 day, 3:11:57 time: 0.4148 data_time: 0.0019 memory: 2279 loss: 0.4858 loss_cls: 0.1895 loss_bbox: 0.2963 2023/06/06 06:09:46 - mmengine - INFO - Epoch(train) [45][500/782] lr: 4.0000e-03 eta: 1 day, 3:11:13 time: 0.4192 data_time: 0.0020 memory: 2279 loss: 0.4793 loss_cls: 0.1877 loss_bbox: 0.2917 2023/06/06 06:10:29 - mmengine - INFO - Epoch(train) [45][550/782] lr: 4.0000e-03 eta: 1 day, 3:12:36 time: 0.8694 data_time: 0.0020 memory: 2279 loss: 0.4940 loss_cls: 0.1946 loss_bbox: 0.2994 2023/06/06 06:10:55 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:10:58 - mmengine - INFO - Epoch(train) [45][600/782] lr: 4.0000e-03 eta: 1 day, 3:12:35 time: 0.5733 data_time: 0.0624 memory: 2279 loss: 0.4793 loss_cls: 0.1845 loss_bbox: 0.2947 2023/06/06 06:11:28 - mmengine - INFO - Epoch(train) [45][650/782] lr: 4.0000e-03 eta: 1 day, 3:12:45 time: 0.6091 data_time: 0.1947 memory: 2279 loss: 0.4754 loss_cls: 0.1858 loss_bbox: 0.2896 2023/06/06 06:11:50 - mmengine - INFO - Epoch(train) [45][700/782] lr: 4.0000e-03 eta: 1 day, 3:12:02 time: 0.4268 data_time: 0.0019 memory: 2279 loss: 0.4800 loss_cls: 0.1876 loss_bbox: 0.2924 2023/06/06 06:12:11 - mmengine - INFO - Epoch(train) [45][750/782] lr: 4.0000e-03 eta: 1 day, 3:11:16 time: 0.4169 data_time: 0.0019 memory: 2279 loss: 0.4850 loss_cls: 0.1887 loss_bbox: 0.2963 2023/06/06 06:12:22 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:12:46 - mmengine - INFO - Epoch(train) [46][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:10:06 time: 0.4635 data_time: 0.0201 memory: 2279 loss: 0.4710 loss_cls: 0.1841 loss_bbox: 0.2870 2023/06/06 06:13:07 - mmengine - INFO - Epoch(train) [46][100/782] lr: 4.0000e-03 eta: 1 day, 3:09:24 time: 0.4281 data_time: 0.0019 memory: 2279 loss: 0.4806 loss_cls: 0.1877 loss_bbox: 0.2928 2023/06/06 06:13:29 - mmengine - INFO - Epoch(train) [46][150/782] lr: 4.0000e-03 eta: 1 day, 3:08:43 time: 0.4336 data_time: 0.0019 memory: 2279 loss: 0.4580 loss_cls: 0.1795 loss_bbox: 0.2784 2023/06/06 06:13:50 - mmengine - INFO - Epoch(train) [46][200/782] lr: 4.0000e-03 eta: 1 day, 3:08:01 time: 0.4284 data_time: 0.0019 memory: 2279 loss: 0.4787 loss_cls: 0.1856 loss_bbox: 0.2931 2023/06/06 06:14:46 - mmengine - INFO - Epoch(train) [46][250/782] lr: 4.0000e-03 eta: 1 day, 3:10:30 time: 1.1073 data_time: 0.0019 memory: 2279 loss: 0.4835 loss_cls: 0.1854 loss_bbox: 0.2982 2023/06/06 06:15:07 - mmengine - INFO - Epoch(train) [46][300/782] lr: 4.0000e-03 eta: 1 day, 3:09:49 time: 0.4322 data_time: 0.0019 memory: 2279 loss: 0.4841 loss_cls: 0.1961 loss_bbox: 0.2880 2023/06/06 06:15:35 - mmengine - INFO - Epoch(train) [46][350/782] lr: 4.0000e-03 eta: 1 day, 3:09:41 time: 0.5483 data_time: 0.0020 memory: 2279 loss: 0.4903 loss_cls: 0.1957 loss_bbox: 0.2946 2023/06/06 06:15:56 - mmengine - INFO - Epoch(train) [46][400/782] lr: 4.0000e-03 eta: 1 day, 3:08:56 time: 0.4180 data_time: 0.0019 memory: 2279 loss: 0.4763 loss_cls: 0.1840 loss_bbox: 0.2923 2023/06/06 06:16:21 - mmengine - INFO - Epoch(train) [46][450/782] lr: 4.0000e-03 eta: 1 day, 3:08:35 time: 0.5068 data_time: 0.0019 memory: 2279 loss: 0.4944 loss_cls: 0.1939 loss_bbox: 0.3005 2023/06/06 06:16:42 - mmengine - INFO - Epoch(train) [46][500/782] lr: 4.0000e-03 eta: 1 day, 3:07:51 time: 0.4189 data_time: 0.0019 memory: 2279 loss: 0.4957 loss_cls: 0.1953 loss_bbox: 0.3004 2023/06/06 06:17:03 - mmengine - INFO - Epoch(train) [46][550/782] lr: 4.0000e-03 eta: 1 day, 3:07:08 time: 0.4243 data_time: 0.0019 memory: 2279 loss: 0.4780 loss_cls: 0.1870 loss_bbox: 0.2911 2023/06/06 06:17:24 - mmengine - INFO - Epoch(train) [46][600/782] lr: 4.0000e-03 eta: 1 day, 3:06:25 time: 0.4275 data_time: 0.0019 memory: 2279 loss: 0.4799 loss_cls: 0.1852 loss_bbox: 0.2947 2023/06/06 06:17:56 - mmengine - INFO - Epoch(train) [46][650/782] lr: 4.0000e-03 eta: 1 day, 3:06:38 time: 0.6245 data_time: 0.0019 memory: 2279 loss: 0.4780 loss_cls: 0.1816 loss_bbox: 0.2964 2023/06/06 06:18:17 - mmengine - INFO - Epoch(train) [46][700/782] lr: 4.0000e-03 eta: 1 day, 3:05:54 time: 0.4202 data_time: 0.0020 memory: 2279 loss: 0.4852 loss_cls: 0.1889 loss_bbox: 0.2963 2023/06/06 06:18:38 - mmengine - INFO - Epoch(train) [46][750/782] lr: 4.0000e-03 eta: 1 day, 3:05:11 time: 0.4243 data_time: 0.0019 memory: 2279 loss: 0.4787 loss_cls: 0.1898 loss_bbox: 0.2888 2023/06/06 06:18:59 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:19:13 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:19:22 - mmengine - INFO - Epoch(train) [47][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:04:54 time: 0.4635 data_time: 0.0153 memory: 2279 loss: 0.4843 loss_cls: 0.1884 loss_bbox: 0.2958 2023/06/06 06:19:49 - mmengine - INFO - Epoch(train) [47][100/782] lr: 4.0000e-03 eta: 1 day, 3:04:38 time: 0.5225 data_time: 0.0020 memory: 2279 loss: 0.4786 loss_cls: 0.1872 loss_bbox: 0.2914 2023/06/06 06:20:10 - mmengine - INFO - Epoch(train) [47][150/782] lr: 4.0000e-03 eta: 1 day, 3:03:55 time: 0.4234 data_time: 0.0019 memory: 2279 loss: 0.4746 loss_cls: 0.1858 loss_bbox: 0.2889 2023/06/06 06:20:31 - mmengine - INFO - Epoch(train) [47][200/782] lr: 4.0000e-03 eta: 1 day, 3:03:13 time: 0.4296 data_time: 0.0020 memory: 2279 loss: 0.4793 loss_cls: 0.1860 loss_bbox: 0.2933 2023/06/06 06:21:00 - mmengine - INFO - Epoch(train) [47][250/782] lr: 4.0000e-03 eta: 1 day, 3:03:13 time: 0.5788 data_time: 0.0019 memory: 2279 loss: 0.4731 loss_cls: 0.1861 loss_bbox: 0.2870 2023/06/06 06:21:31 - mmengine - INFO - Epoch(train) [47][300/782] lr: 4.0000e-03 eta: 1 day, 3:03:22 time: 0.6141 data_time: 0.0019 memory: 2279 loss: 0.4810 loss_cls: 0.1850 loss_bbox: 0.2960 2023/06/06 06:22:30 - mmengine - INFO - Epoch(train) [47][350/782] lr: 4.0000e-03 eta: 1 day, 3:06:06 time: 1.1815 data_time: 0.0019 memory: 2279 loss: 0.4830 loss_cls: 0.1889 loss_bbox: 0.2941 2023/06/06 06:22:52 - mmengine - INFO - Epoch(train) [47][400/782] lr: 4.0000e-03 eta: 1 day, 3:05:25 time: 0.4308 data_time: 0.0019 memory: 2279 loss: 0.4792 loss_cls: 0.1888 loss_bbox: 0.2903 2023/06/06 06:23:13 - mmengine - INFO - Epoch(train) [47][450/782] lr: 4.0000e-03 eta: 1 day, 3:04:42 time: 0.4269 data_time: 0.0019 memory: 2279 loss: 0.4815 loss_cls: 0.1873 loss_bbox: 0.2941 2023/06/06 06:23:34 - mmengine - INFO - Epoch(train) [47][500/782] lr: 4.0000e-03 eta: 1 day, 3:03:59 time: 0.4225 data_time: 0.0019 memory: 2279 loss: 0.4826 loss_cls: 0.1881 loss_bbox: 0.2945 2023/06/06 06:23:55 - mmengine - INFO - Epoch(train) [47][550/782] lr: 4.0000e-03 eta: 1 day, 3:03:17 time: 0.4285 data_time: 0.0019 memory: 2279 loss: 0.4881 loss_cls: 0.1867 loss_bbox: 0.3014 2023/06/06 06:24:41 - mmengine - INFO - Epoch(train) [47][600/782] lr: 4.0000e-03 eta: 1 day, 3:04:47 time: 0.9146 data_time: 0.0019 memory: 2279 loss: 0.4878 loss_cls: 0.1851 loss_bbox: 0.3027 2023/06/06 06:25:02 - mmengine - INFO - Epoch(train) [47][650/782] lr: 4.0000e-03 eta: 1 day, 3:04:03 time: 0.4196 data_time: 0.0019 memory: 2279 loss: 0.4881 loss_cls: 0.1904 loss_bbox: 0.2977 2023/06/06 06:25:24 - mmengine - INFO - Epoch(train) [47][700/782] lr: 4.0000e-03 eta: 1 day, 3:03:21 time: 0.4267 data_time: 0.0019 memory: 2279 loss: 0.4782 loss_cls: 0.1841 loss_bbox: 0.2940 2023/06/06 06:25:45 - mmengine - INFO - Epoch(train) [47][750/782] lr: 4.0000e-03 eta: 1 day, 3:02:37 time: 0.4210 data_time: 0.0019 memory: 2279 loss: 0.4655 loss_cls: 0.1814 loss_bbox: 0.2842 2023/06/06 06:26:08 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:26:33 - mmengine - INFO - Epoch(train) [48][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:02:41 time: 0.5029 data_time: 0.0185 memory: 2279 loss: 0.4875 loss_cls: 0.1918 loss_bbox: 0.2958 2023/06/06 06:26:54 - mmengine - INFO - Epoch(train) [48][100/782] lr: 4.0000e-03 eta: 1 day, 3:01:57 time: 0.4214 data_time: 0.0019 memory: 2279 loss: 0.4610 loss_cls: 0.1773 loss_bbox: 0.2836 2023/06/06 06:27:15 - mmengine - INFO - Epoch(train) [48][150/782] lr: 4.0000e-03 eta: 1 day, 3:01:14 time: 0.4230 data_time: 0.0019 memory: 2279 loss: 0.4831 loss_cls: 0.1901 loss_bbox: 0.2930 2023/06/06 06:27:37 - mmengine - INFO - Epoch(train) [48][200/782] lr: 4.0000e-03 eta: 1 day, 3:00:32 time: 0.4272 data_time: 0.0018 memory: 2279 loss: 0.4834 loss_cls: 0.1901 loss_bbox: 0.2933 2023/06/06 06:27:56 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:27:58 - mmengine - INFO - Epoch(train) [48][250/782] lr: 4.0000e-03 eta: 1 day, 2:59:49 time: 0.4239 data_time: 0.0020 memory: 2279 loss: 0.4550 loss_cls: 0.1780 loss_bbox: 0.2770 2023/06/06 06:28:19 - mmengine - INFO - Epoch(train) [48][300/782] lr: 4.0000e-03 eta: 1 day, 2:59:04 time: 0.4152 data_time: 0.0019 memory: 2279 loss: 0.4872 loss_cls: 0.1902 loss_bbox: 0.2970 2023/06/06 06:28:43 - mmengine - INFO - Epoch(train) [48][350/782] lr: 4.0000e-03 eta: 1 day, 2:58:38 time: 0.4853 data_time: 0.0018 memory: 2279 loss: 0.4680 loss_cls: 0.1785 loss_bbox: 0.2895 2023/06/06 06:29:06 - mmengine - INFO - Epoch(train) [48][400/782] lr: 4.0000e-03 eta: 1 day, 2:58:03 time: 0.4543 data_time: 0.0332 memory: 2279 loss: 0.4781 loss_cls: 0.1842 loss_bbox: 0.2939 2023/06/06 06:29:27 - mmengine - INFO - Epoch(train) [48][450/782] lr: 4.0000e-03 eta: 1 day, 2:57:21 time: 0.4245 data_time: 0.0019 memory: 2279 loss: 0.4917 loss_cls: 0.1919 loss_bbox: 0.2999 2023/06/06 06:29:53 - mmengine - INFO - Epoch(train) [48][500/782] lr: 4.0000e-03 eta: 1 day, 2:57:03 time: 0.5165 data_time: 0.0020 memory: 2279 loss: 0.4906 loss_cls: 0.1879 loss_bbox: 0.3027 2023/06/06 06:30:15 - mmengine - INFO - Epoch(train) [48][550/782] lr: 4.0000e-03 eta: 1 day, 2:56:25 time: 0.4406 data_time: 0.0019 memory: 2279 loss: 0.4754 loss_cls: 0.1856 loss_bbox: 0.2898 2023/06/06 06:30:38 - mmengine - INFO - Epoch(train) [48][600/782] lr: 4.0000e-03 eta: 1 day, 2:55:53 time: 0.4638 data_time: 0.0550 memory: 2279 loss: 0.4872 loss_cls: 0.1949 loss_bbox: 0.2923 2023/06/06 06:31:11 - mmengine - INFO - Epoch(train) [48][650/782] lr: 4.0000e-03 eta: 1 day, 2:56:10 time: 0.6491 data_time: 0.0018 memory: 2279 loss: 0.4655 loss_cls: 0.1785 loss_bbox: 0.2870 2023/06/06 06:31:32 - mmengine - INFO - Epoch(train) [48][700/782] lr: 4.0000e-03 eta: 1 day, 2:55:30 time: 0.4359 data_time: 0.0018 memory: 2279 loss: 0.4764 loss_cls: 0.1864 loss_bbox: 0.2901 2023/06/06 06:31:53 - mmengine - INFO - Epoch(train) [48][750/782] lr: 4.0000e-03 eta: 1 day, 2:54:47 time: 0.4197 data_time: 0.0018 memory: 2279 loss: 0.4789 loss_cls: 0.1833 loss_bbox: 0.2956 2023/06/06 06:32:12 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:32:39 - mmengine - INFO - Epoch(train) [49][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:54:37 time: 0.5421 data_time: 0.0340 memory: 2279 loss: 0.4744 loss_cls: 0.1859 loss_bbox: 0.2885 2023/06/06 06:33:00 - mmengine - INFO - Epoch(train) [49][100/782] lr: 4.0000e-03 eta: 1 day, 2:53:53 time: 0.4176 data_time: 0.0018 memory: 2279 loss: 0.4816 loss_cls: 0.1817 loss_bbox: 0.2999 2023/06/06 06:33:21 - mmengine - INFO - Epoch(train) [49][150/782] lr: 4.0000e-03 eta: 1 day, 2:53:10 time: 0.4206 data_time: 0.0018 memory: 2279 loss: 0.4692 loss_cls: 0.1815 loss_bbox: 0.2877 2023/06/06 06:33:43 - mmengine - INFO - Epoch(train) [49][200/782] lr: 4.0000e-03 eta: 1 day, 2:52:32 time: 0.4406 data_time: 0.0224 memory: 2279 loss: 0.4844 loss_cls: 0.1881 loss_bbox: 0.2962 2023/06/06 06:34:09 - mmengine - INFO - Epoch(train) [49][250/782] lr: 4.0000e-03 eta: 1 day, 2:52:11 time: 0.5035 data_time: 0.0018 memory: 2279 loss: 0.4823 loss_cls: 0.1878 loss_bbox: 0.2945 2023/06/06 06:34:30 - mmengine - INFO - Epoch(train) [49][300/782] lr: 4.0000e-03 eta: 1 day, 2:51:29 time: 0.4234 data_time: 0.0018 memory: 2279 loss: 0.4793 loss_cls: 0.1863 loss_bbox: 0.2931 2023/06/06 06:34:51 - mmengine - INFO - Epoch(train) [49][350/782] lr: 4.0000e-03 eta: 1 day, 2:50:46 time: 0.4236 data_time: 0.0019 memory: 2279 loss: 0.4717 loss_cls: 0.1811 loss_bbox: 0.2907 2023/06/06 06:35:15 - mmengine - INFO - Epoch(train) [49][400/782] lr: 4.0000e-03 eta: 1 day, 2:50:16 time: 0.4702 data_time: 0.0018 memory: 2279 loss: 0.4739 loss_cls: 0.1827 loss_bbox: 0.2911 2023/06/06 06:35:37 - mmengine - INFO - Epoch(train) [49][450/782] lr: 4.0000e-03 eta: 1 day, 2:49:40 time: 0.4472 data_time: 0.0018 memory: 2279 loss: 0.4882 loss_cls: 0.1900 loss_bbox: 0.2982 2023/06/06 06:35:45 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:36:00 - mmengine - INFO - Epoch(train) [49][500/782] lr: 4.0000e-03 eta: 1 day, 2:49:08 time: 0.4622 data_time: 0.0019 memory: 2279 loss: 0.4698 loss_cls: 0.1787 loss_bbox: 0.2911 2023/06/06 06:36:22 - mmengine - INFO - Epoch(train) [49][550/782] lr: 4.0000e-03 eta: 1 day, 2:48:29 time: 0.4329 data_time: 0.0019 memory: 2279 loss: 0.4804 loss_cls: 0.1883 loss_bbox: 0.2921 2023/06/06 06:36:47 - mmengine - INFO - Epoch(train) [49][600/782] lr: 4.0000e-03 eta: 1 day, 2:48:07 time: 0.5010 data_time: 0.0018 memory: 2279 loss: 0.4782 loss_cls: 0.1860 loss_bbox: 0.2922 2023/06/06 06:37:09 - mmengine - INFO - Epoch(train) [49][650/782] lr: 4.0000e-03 eta: 1 day, 2:47:32 time: 0.4528 data_time: 0.0019 memory: 2279 loss: 0.4800 loss_cls: 0.1889 loss_bbox: 0.2910 2023/06/06 06:37:30 - mmengine - INFO - Epoch(train) [49][700/782] lr: 4.0000e-03 eta: 1 day, 2:46:50 time: 0.4209 data_time: 0.0020 memory: 2279 loss: 0.4732 loss_cls: 0.1843 loss_bbox: 0.2889 2023/06/06 06:37:52 - mmengine - INFO - Epoch(train) [49][750/782] lr: 4.0000e-03 eta: 1 day, 2:46:08 time: 0.4221 data_time: 0.0020 memory: 2279 loss: 0.4815 loss_cls: 0.1859 loss_bbox: 0.2957 2023/06/06 06:38:08 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:38:34 - mmengine - INFO - Epoch(train) [50][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:45:37 time: 0.5194 data_time: 0.0165 memory: 2279 loss: 0.4790 loss_cls: 0.1824 loss_bbox: 0.2966 2023/06/06 06:38:55 - mmengine - INFO - Epoch(train) [50][100/782] lr: 4.0000e-03 eta: 1 day, 2:44:55 time: 0.4235 data_time: 0.0020 memory: 2279 loss: 0.4985 loss_cls: 0.1965 loss_bbox: 0.3020 2023/06/06 06:39:16 - mmengine - INFO - Epoch(train) [50][150/782] lr: 4.0000e-03 eta: 1 day, 2:44:13 time: 0.4192 data_time: 0.0019 memory: 2279 loss: 0.4737 loss_cls: 0.1848 loss_bbox: 0.2889 2023/06/06 06:39:37 - mmengine - INFO - Epoch(train) [50][200/782] lr: 4.0000e-03 eta: 1 day, 2:43:29 time: 0.4157 data_time: 0.0019 memory: 2279 loss: 0.4673 loss_cls: 0.1770 loss_bbox: 0.2903 2023/06/06 06:40:00 - mmengine - INFO - Epoch(train) [50][250/782] lr: 4.0000e-03 eta: 1 day, 2:42:58 time: 0.4668 data_time: 0.0018 memory: 2279 loss: 0.4744 loss_cls: 0.1857 loss_bbox: 0.2887 2023/06/06 06:40:21 - mmengine - INFO - Epoch(train) [50][300/782] lr: 4.0000e-03 eta: 1 day, 2:42:17 time: 0.4256 data_time: 0.0019 memory: 2279 loss: 0.4712 loss_cls: 0.1808 loss_bbox: 0.2904 2023/06/06 06:40:52 - mmengine - INFO - Epoch(train) [50][350/782] lr: 4.0000e-03 eta: 1 day, 2:42:23 time: 0.6109 data_time: 0.0020 memory: 2279 loss: 0.4739 loss_cls: 0.1849 loss_bbox: 0.2890 2023/06/06 06:41:16 - mmengine - INFO - Epoch(train) [50][400/782] lr: 4.0000e-03 eta: 1 day, 2:41:56 time: 0.4789 data_time: 0.0019 memory: 2279 loss: 0.4845 loss_cls: 0.1923 loss_bbox: 0.2922 2023/06/06 06:41:46 - mmengine - INFO - Epoch(train) [50][450/782] lr: 4.0000e-03 eta: 1 day, 2:42:01 time: 0.6097 data_time: 0.0021 memory: 2279 loss: 0.4559 loss_cls: 0.1751 loss_bbox: 0.2808 2023/06/06 06:42:15 - mmengine - INFO - Epoch(train) [50][500/782] lr: 4.0000e-03 eta: 1 day, 2:41:56 time: 0.5694 data_time: 0.0020 memory: 2279 loss: 0.4779 loss_cls: 0.1893 loss_bbox: 0.2885 2023/06/06 06:42:36 - mmengine - INFO - Epoch(train) [50][550/782] lr: 4.0000e-03 eta: 1 day, 2:41:14 time: 0.4186 data_time: 0.0020 memory: 2279 loss: 0.4811 loss_cls: 0.1881 loss_bbox: 0.2929 2023/06/06 06:42:57 - mmengine - INFO - Epoch(train) [50][600/782] lr: 4.0000e-03 eta: 1 day, 2:40:31 time: 0.4196 data_time: 0.0020 memory: 2279 loss: 0.4668 loss_cls: 0.1761 loss_bbox: 0.2907 2023/06/06 06:43:23 - mmengine - INFO - Epoch(train) [50][650/782] lr: 4.0000e-03 eta: 1 day, 2:40:17 time: 0.5322 data_time: 0.0020 memory: 2279 loss: 0.4638 loss_cls: 0.1813 loss_bbox: 0.2825 2023/06/06 06:43:39 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:43:46 - mmengine - INFO - Epoch(train) [50][700/782] lr: 4.0000e-03 eta: 1 day, 2:39:44 time: 0.4545 data_time: 0.0020 memory: 2279 loss: 0.4709 loss_cls: 0.1832 loss_bbox: 0.2877 2023/06/06 06:44:08 - mmengine - INFO - Epoch(train) [50][750/782] lr: 4.0000e-03 eta: 1 day, 2:39:05 time: 0.4351 data_time: 0.0020 memory: 2279 loss: 0.4542 loss_cls: 0.1719 loss_bbox: 0.2822 2023/06/06 06:44:21 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:44:21 - mmengine - INFO - Saving checkpoint at 50 epochs 2023/06/06 06:44:31 - mmengine - INFO - Evaluating bbox... 2023/06/06 06:44:32 - mmengine - INFO - bbox_mAP_copypaste: 0.722 0.971 0.825 0.340 0.529 0.751 2023/06/06 06:44:32 - mmengine - INFO - Epoch(val) [50][43/43] coco/bbox_mAP: 0.7220 coco/bbox_mAP_50: 0.9710 coco/bbox_mAP_75: 0.8250 coco/bbox_mAP_s: 0.3400 coco/bbox_mAP_m: 0.5290 coco/bbox_mAP_l: 0.7510 data_time: 0.0359 time: 0.0625 2023/06/06 06:45:01 - mmengine - INFO - Epoch(train) [51][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:38:33 time: 0.5805 data_time: 0.0209 memory: 2279 loss: 0.4750 loss_cls: 0.1822 loss_bbox: 0.2928 2023/06/06 06:45:26 - mmengine - INFO - Epoch(train) [51][100/782] lr: 4.0000e-03 eta: 1 day, 2:38:10 time: 0.4968 data_time: 0.0727 memory: 2279 loss: 0.4841 loss_cls: 0.1904 loss_bbox: 0.2937 2023/06/06 06:45:48 - mmengine - INFO - Epoch(train) [51][150/782] lr: 4.0000e-03 eta: 1 day, 2:37:31 time: 0.4319 data_time: 0.0019 memory: 2279 loss: 0.4973 loss_cls: 0.1970 loss_bbox: 0.3003 2023/06/06 06:46:09 - mmengine - INFO - Epoch(train) [51][200/782] lr: 4.0000e-03 eta: 1 day, 2:36:49 time: 0.4214 data_time: 0.0020 memory: 2279 loss: 0.4739 loss_cls: 0.1830 loss_bbox: 0.2908 2023/06/06 06:46:31 - mmengine - INFO - Epoch(train) [51][250/782] lr: 4.0000e-03 eta: 1 day, 2:36:11 time: 0.4365 data_time: 0.0020 memory: 2279 loss: 0.4807 loss_cls: 0.1859 loss_bbox: 0.2948 2023/06/06 06:46:59 - mmengine - INFO - Epoch(train) [51][300/782] lr: 4.0000e-03 eta: 1 day, 2:36:06 time: 0.5679 data_time: 0.0020 memory: 2279 loss: 0.4524 loss_cls: 0.1780 loss_bbox: 0.2744 2023/06/06 06:47:25 - mmengine - INFO - Epoch(train) [51][350/782] lr: 4.0000e-03 eta: 1 day, 2:35:46 time: 0.5085 data_time: 0.0020 memory: 2279 loss: 0.4633 loss_cls: 0.1766 loss_bbox: 0.2867 2023/06/06 06:48:01 - mmengine - INFO - Epoch(train) [51][400/782] lr: 4.0000e-03 eta: 1 day, 2:36:18 time: 0.7199 data_time: 0.0020 memory: 2279 loss: 0.4740 loss_cls: 0.1848 loss_bbox: 0.2892 2023/06/06 06:48:22 - mmengine - INFO - Epoch(train) [51][450/782] lr: 4.0000e-03 eta: 1 day, 2:35:37 time: 0.4256 data_time: 0.0020 memory: 2279 loss: 0.4732 loss_cls: 0.1836 loss_bbox: 0.2897 2023/06/06 06:48:49 - mmengine - INFO - Epoch(train) [51][500/782] lr: 4.0000e-03 eta: 1 day, 2:35:25 time: 0.5405 data_time: 0.0019 memory: 2279 loss: 0.4804 loss_cls: 0.1886 loss_bbox: 0.2918 2023/06/06 06:49:13 - mmengine - INFO - Epoch(train) [51][550/782] lr: 4.0000e-03 eta: 1 day, 2:34:57 time: 0.4764 data_time: 0.0019 memory: 2279 loss: 0.4795 loss_cls: 0.1910 loss_bbox: 0.2885 2023/06/06 06:49:36 - mmengine - INFO - Epoch(train) [51][600/782] lr: 4.0000e-03 eta: 1 day, 2:34:25 time: 0.4612 data_time: 0.0019 memory: 2279 loss: 0.4589 loss_cls: 0.1762 loss_bbox: 0.2827 2023/06/06 06:50:06 - mmengine - INFO - Epoch(train) [51][650/782] lr: 4.0000e-03 eta: 1 day, 2:34:26 time: 0.5965 data_time: 0.0020 memory: 2279 loss: 0.4689 loss_cls: 0.1791 loss_bbox: 0.2898 2023/06/06 06:50:32 - mmengine - INFO - Epoch(train) [51][700/782] lr: 4.0000e-03 eta: 1 day, 2:34:12 time: 0.5335 data_time: 0.0258 memory: 2279 loss: 0.4751 loss_cls: 0.1816 loss_bbox: 0.2935 2023/06/06 06:50:58 - mmengine - INFO - Epoch(train) [51][750/782] lr: 4.0000e-03 eta: 1 day, 2:33:54 time: 0.5147 data_time: 0.1015 memory: 2279 loss: 0.4665 loss_cls: 0.1812 loss_bbox: 0.2852 2023/06/06 06:51:13 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:51:37 - mmengine - INFO - Epoch(train) [52][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:33:06 time: 0.4672 data_time: 0.0396 memory: 2279 loss: 0.4959 loss_cls: 0.1938 loss_bbox: 0.3022 2023/06/06 06:52:00 - mmengine - INFO - Epoch(train) [52][100/782] lr: 4.0000e-03 eta: 1 day, 2:32:33 time: 0.4547 data_time: 0.0019 memory: 2279 loss: 0.4685 loss_cls: 0.1800 loss_bbox: 0.2886 2023/06/06 06:52:07 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:52:24 - mmengine - INFO - Epoch(train) [52][150/782] lr: 4.0000e-03 eta: 1 day, 2:32:08 time: 0.4894 data_time: 0.0019 memory: 2279 loss: 0.4791 loss_cls: 0.1833 loss_bbox: 0.2958 2023/06/06 06:52:46 - mmengine - INFO - Epoch(train) [52][200/782] lr: 4.0000e-03 eta: 1 day, 2:31:32 time: 0.4432 data_time: 0.0019 memory: 2279 loss: 0.4865 loss_cls: 0.1888 loss_bbox: 0.2976 2023/06/06 06:53:08 - mmengine - INFO - Epoch(train) [52][250/782] lr: 4.0000e-03 eta: 1 day, 2:30:56 time: 0.4425 data_time: 0.0253 memory: 2279 loss: 0.4796 loss_cls: 0.1859 loss_bbox: 0.2938 2023/06/06 06:53:34 - mmengine - INFO - Epoch(train) [52][300/782] lr: 4.0000e-03 eta: 1 day, 2:30:36 time: 0.5113 data_time: 0.0019 memory: 2279 loss: 0.4846 loss_cls: 0.1906 loss_bbox: 0.2940 2023/06/06 06:53:55 - mmengine - INFO - Epoch(train) [52][350/782] lr: 4.0000e-03 eta: 1 day, 2:29:56 time: 0.4257 data_time: 0.0019 memory: 2279 loss: 0.4795 loss_cls: 0.1895 loss_bbox: 0.2900 2023/06/06 06:54:16 - mmengine - INFO - Epoch(train) [52][400/782] lr: 4.0000e-03 eta: 1 day, 2:29:15 time: 0.4241 data_time: 0.0019 memory: 2279 loss: 0.4729 loss_cls: 0.1828 loss_bbox: 0.2901 2023/06/06 06:54:45 - mmengine - INFO - Epoch(train) [52][450/782] lr: 4.0000e-03 eta: 1 day, 2:29:11 time: 0.5776 data_time: 0.0019 memory: 2279 loss: 0.4616 loss_cls: 0.1761 loss_bbox: 0.2855 2023/06/06 06:55:10 - mmengine - INFO - Epoch(train) [52][500/782] lr: 4.0000e-03 eta: 1 day, 2:28:46 time: 0.4885 data_time: 0.0019 memory: 2279 loss: 0.4782 loss_cls: 0.1849 loss_bbox: 0.2933 2023/06/06 06:55:31 - mmengine - INFO - Epoch(train) [52][550/782] lr: 4.0000e-03 eta: 1 day, 2:28:05 time: 0.4206 data_time: 0.0018 memory: 2279 loss: 0.4759 loss_cls: 0.1895 loss_bbox: 0.2865 2023/06/06 06:55:56 - mmengine - INFO - Epoch(train) [52][600/782] lr: 4.0000e-03 eta: 1 day, 2:27:43 time: 0.5034 data_time: 0.0019 memory: 2279 loss: 0.4692 loss_cls: 0.1828 loss_bbox: 0.2864 2023/06/06 06:56:23 - mmengine - INFO - Epoch(train) [52][650/782] lr: 4.0000e-03 eta: 1 day, 2:27:32 time: 0.5462 data_time: 0.0019 memory: 2279 loss: 0.4801 loss_cls: 0.1900 loss_bbox: 0.2901 2023/06/06 06:56:45 - mmengine - INFO - Epoch(train) [52][700/782] lr: 4.0000e-03 eta: 1 day, 2:26:55 time: 0.4377 data_time: 0.0019 memory: 2279 loss: 0.4624 loss_cls: 0.1797 loss_bbox: 0.2826 2023/06/06 06:57:10 - mmengine - INFO - Epoch(train) [52][750/782] lr: 4.0000e-03 eta: 1 day, 2:26:32 time: 0.4957 data_time: 0.0020 memory: 2279 loss: 0.4629 loss_cls: 0.1827 loss_bbox: 0.2802 2023/06/06 06:57:26 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 06:57:54 - mmengine - INFO - Epoch(train) [53][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:26:10 time: 0.5739 data_time: 0.0242 memory: 2279 loss: 0.4812 loss_cls: 0.1874 loss_bbox: 0.2939 2023/06/06 06:58:15 - mmengine - INFO - Epoch(train) [53][100/782] lr: 4.0000e-03 eta: 1 day, 2:25:28 time: 0.4152 data_time: 0.0018 memory: 2279 loss: 0.4832 loss_cls: 0.1890 loss_bbox: 0.2942 2023/06/06 06:58:37 - mmengine - INFO - Epoch(train) [53][150/782] lr: 4.0000e-03 eta: 1 day, 2:24:52 time: 0.4432 data_time: 0.0018 memory: 2279 loss: 0.4739 loss_cls: 0.1827 loss_bbox: 0.2912 2023/06/06 06:59:05 - mmengine - INFO - Epoch(train) [53][200/782] lr: 4.0000e-03 eta: 1 day, 2:24:40 time: 0.5468 data_time: 0.1336 memory: 2279 loss: 0.4623 loss_cls: 0.1772 loss_bbox: 0.2851 2023/06/06 06:59:28 - mmengine - INFO - Epoch(train) [53][250/782] lr: 4.0000e-03 eta: 1 day, 2:24:11 time: 0.4697 data_time: 0.0018 memory: 2279 loss: 0.4698 loss_cls: 0.1838 loss_bbox: 0.2861 2023/06/06 07:00:00 - mmengine - INFO - Epoch(train) [53][300/782] lr: 4.0000e-03 eta: 1 day, 2:24:23 time: 0.6457 data_time: 0.1532 memory: 2279 loss: 0.4632 loss_cls: 0.1756 loss_bbox: 0.2876 2023/06/06 07:00:15 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:00:23 - mmengine - INFO - Epoch(train) [53][350/782] lr: 4.0000e-03 eta: 1 day, 2:23:50 time: 0.4549 data_time: 0.0018 memory: 2279 loss: 0.4719 loss_cls: 0.1795 loss_bbox: 0.2924 2023/06/06 07:00:44 - mmengine - INFO - Epoch(train) [53][400/782] lr: 4.0000e-03 eta: 1 day, 2:23:08 time: 0.4171 data_time: 0.0018 memory: 2279 loss: 0.4869 loss_cls: 0.1910 loss_bbox: 0.2959 2023/06/06 07:01:05 - mmengine - INFO - Epoch(train) [53][450/782] lr: 4.0000e-03 eta: 1 day, 2:22:27 time: 0.4187 data_time: 0.0018 memory: 2279 loss: 0.4674 loss_cls: 0.1789 loss_bbox: 0.2885 2023/06/06 07:01:29 - mmengine - INFO - Epoch(train) [53][500/782] lr: 4.0000e-03 eta: 1 day, 2:21:58 time: 0.4738 data_time: 0.0018 memory: 2279 loss: 0.4726 loss_cls: 0.1839 loss_bbox: 0.2887 2023/06/06 07:01:49 - mmengine - INFO - Epoch(train) [53][550/782] lr: 4.0000e-03 eta: 1 day, 2:21:16 time: 0.4174 data_time: 0.0019 memory: 2279 loss: 0.4769 loss_cls: 0.1857 loss_bbox: 0.2911 2023/06/06 07:02:16 - mmengine - INFO - Epoch(train) [53][600/782] lr: 4.0000e-03 eta: 1 day, 2:21:01 time: 0.5319 data_time: 0.0228 memory: 2279 loss: 0.4726 loss_cls: 0.1847 loss_bbox: 0.2880 2023/06/06 07:02:37 - mmengine - INFO - Epoch(train) [53][650/782] lr: 4.0000e-03 eta: 1 day, 2:20:19 time: 0.4146 data_time: 0.0019 memory: 2279 loss: 0.4820 loss_cls: 0.1885 loss_bbox: 0.2935 2023/06/06 07:02:58 - mmengine - INFO - Epoch(train) [53][700/782] lr: 4.0000e-03 eta: 1 day, 2:19:40 time: 0.4276 data_time: 0.0020 memory: 2279 loss: 0.4674 loss_cls: 0.1814 loss_bbox: 0.2860 2023/06/06 07:03:21 - mmengine - INFO - Epoch(train) [53][750/782] lr: 4.0000e-03 eta: 1 day, 2:19:05 time: 0.4460 data_time: 0.0020 memory: 2279 loss: 0.4603 loss_cls: 0.1786 loss_bbox: 0.2817 2023/06/06 07:03:32 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:03:55 - mmengine - INFO - Epoch(train) [54][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:18:00 time: 0.4639 data_time: 0.0256 memory: 2279 loss: 0.4888 loss_cls: 0.1904 loss_bbox: 0.2983 2023/06/06 07:04:17 - mmengine - INFO - Epoch(train) [54][100/782] lr: 4.0000e-03 eta: 1 day, 2:17:20 time: 0.4242 data_time: 0.0019 memory: 2279 loss: 0.4654 loss_cls: 0.1790 loss_bbox: 0.2864 2023/06/06 07:04:38 - mmengine - INFO - Epoch(train) [54][150/782] lr: 4.0000e-03 eta: 1 day, 2:16:42 time: 0.4327 data_time: 0.0199 memory: 2279 loss: 0.4584 loss_cls: 0.1802 loss_bbox: 0.2782 2023/06/06 07:04:59 - mmengine - INFO - Epoch(train) [54][200/782] lr: 4.0000e-03 eta: 1 day, 2:16:02 time: 0.4235 data_time: 0.0018 memory: 2279 loss: 0.4561 loss_cls: 0.1784 loss_bbox: 0.2777 2023/06/06 07:05:20 - mmengine - INFO - Epoch(train) [54][250/782] lr: 4.0000e-03 eta: 1 day, 2:15:21 time: 0.4186 data_time: 0.0019 memory: 2279 loss: 0.4774 loss_cls: 0.1841 loss_bbox: 0.2932 2023/06/06 07:05:41 - mmengine - INFO - Epoch(train) [54][300/782] lr: 4.0000e-03 eta: 1 day, 2:14:39 time: 0.4148 data_time: 0.0019 memory: 2279 loss: 0.4603 loss_cls: 0.1765 loss_bbox: 0.2838 2023/06/06 07:06:02 - mmengine - INFO - Epoch(train) [54][350/782] lr: 4.0000e-03 eta: 1 day, 2:13:58 time: 0.4158 data_time: 0.0019 memory: 2279 loss: 0.4706 loss_cls: 0.1820 loss_bbox: 0.2886 2023/06/06 07:06:24 - mmengine - INFO - Epoch(train) [54][400/782] lr: 4.0000e-03 eta: 1 day, 2:13:22 time: 0.4397 data_time: 0.0253 memory: 2279 loss: 0.4737 loss_cls: 0.1838 loss_bbox: 0.2899 2023/06/06 07:06:45 - mmengine - INFO - Epoch(train) [54][450/782] lr: 4.0000e-03 eta: 1 day, 2:12:41 time: 0.4174 data_time: 0.0019 memory: 2279 loss: 0.4791 loss_cls: 0.1892 loss_bbox: 0.2899 2023/06/06 07:07:06 - mmengine - INFO - Epoch(train) [54][500/782] lr: 4.0000e-03 eta: 1 day, 2:11:59 time: 0.4154 data_time: 0.0019 memory: 2279 loss: 0.4750 loss_cls: 0.1827 loss_bbox: 0.2923 2023/06/06 07:07:26 - mmengine - INFO - Epoch(train) [54][550/782] lr: 4.0000e-03 eta: 1 day, 2:11:18 time: 0.4154 data_time: 0.0019 memory: 2279 loss: 0.4708 loss_cls: 0.1810 loss_bbox: 0.2898 2023/06/06 07:07:28 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:07:48 - mmengine - INFO - Epoch(train) [54][600/782] lr: 4.0000e-03 eta: 1 day, 2:10:39 time: 0.4260 data_time: 0.0021 memory: 2279 loss: 0.4694 loss_cls: 0.1798 loss_bbox: 0.2897 2023/06/06 07:08:10 - mmengine - INFO - Epoch(train) [54][650/782] lr: 4.0000e-03 eta: 1 day, 2:10:04 time: 0.4452 data_time: 0.0020 memory: 2279 loss: 0.4503 loss_cls: 0.1730 loss_bbox: 0.2773 2023/06/06 07:08:31 - mmengine - INFO - Epoch(train) [54][700/782] lr: 4.0000e-03 eta: 1 day, 2:09:25 time: 0.4257 data_time: 0.0020 memory: 2279 loss: 0.4969 loss_cls: 0.1944 loss_bbox: 0.3024 2023/06/06 07:08:52 - mmengine - INFO - Epoch(train) [54][750/782] lr: 4.0000e-03 eta: 1 day, 2:08:45 time: 0.4189 data_time: 0.0019 memory: 2279 loss: 0.4665 loss_cls: 0.1811 loss_bbox: 0.2854 2023/06/06 07:09:04 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:09:32 - mmengine - INFO - Epoch(train) [55][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:08:04 time: 0.5662 data_time: 0.0852 memory: 2279 loss: 0.4621 loss_cls: 0.1779 loss_bbox: 0.2842 2023/06/06 07:09:53 - mmengine - INFO - Epoch(train) [55][100/782] lr: 4.0000e-03 eta: 1 day, 2:07:24 time: 0.4223 data_time: 0.0019 memory: 2279 loss: 0.4735 loss_cls: 0.1833 loss_bbox: 0.2902 2023/06/06 07:10:14 - mmengine - INFO - Epoch(train) [55][150/782] lr: 4.0000e-03 eta: 1 day, 2:06:44 time: 0.4193 data_time: 0.0020 memory: 2279 loss: 0.4710 loss_cls: 0.1811 loss_bbox: 0.2899 2023/06/06 07:10:35 - mmengine - INFO - Epoch(train) [55][200/782] lr: 4.0000e-03 eta: 1 day, 2:06:03 time: 0.4183 data_time: 0.0018 memory: 2279 loss: 0.4633 loss_cls: 0.1763 loss_bbox: 0.2871 2023/06/06 07:11:07 - mmengine - INFO - Epoch(train) [55][250/782] lr: 4.0000e-03 eta: 1 day, 2:06:11 time: 0.6316 data_time: 0.0019 memory: 2279 loss: 0.4746 loss_cls: 0.1814 loss_bbox: 0.2932 2023/06/06 07:11:28 - mmengine - INFO - Epoch(train) [55][300/782] lr: 4.0000e-03 eta: 1 day, 2:05:31 time: 0.4186 data_time: 0.0018 memory: 2279 loss: 0.4782 loss_cls: 0.1877 loss_bbox: 0.2905 2023/06/06 07:11:49 - mmengine - INFO - Epoch(train) [55][350/782] lr: 4.0000e-03 eta: 1 day, 2:04:51 time: 0.4230 data_time: 0.0020 memory: 2279 loss: 0.4766 loss_cls: 0.1883 loss_bbox: 0.2884 2023/06/06 07:12:10 - mmengine - INFO - Epoch(train) [55][400/782] lr: 4.0000e-03 eta: 1 day, 2:04:12 time: 0.4251 data_time: 0.0020 memory: 2279 loss: 0.4703 loss_cls: 0.1837 loss_bbox: 0.2866 2023/06/06 07:12:31 - mmengine - INFO - Epoch(train) [55][450/782] lr: 4.0000e-03 eta: 1 day, 2:03:33 time: 0.4239 data_time: 0.0019 memory: 2279 loss: 0.4688 loss_cls: 0.1785 loss_bbox: 0.2903 2023/06/06 07:12:53 - mmengine - INFO - Epoch(train) [55][500/782] lr: 4.0000e-03 eta: 1 day, 2:02:55 time: 0.4283 data_time: 0.0020 memory: 2279 loss: 0.4659 loss_cls: 0.1772 loss_bbox: 0.2887 2023/06/06 07:13:14 - mmengine - INFO - Epoch(train) [55][550/782] lr: 4.0000e-03 eta: 1 day, 2:02:16 time: 0.4237 data_time: 0.0020 memory: 2279 loss: 0.4808 loss_cls: 0.1874 loss_bbox: 0.2935 2023/06/06 07:13:45 - mmengine - INFO - Epoch(train) [55][600/782] lr: 4.0000e-03 eta: 1 day, 2:02:23 time: 0.6284 data_time: 0.0020 memory: 2279 loss: 0.4665 loss_cls: 0.1826 loss_bbox: 0.2838 2023/06/06 07:14:06 - mmengine - INFO - Epoch(train) [55][650/782] lr: 4.0000e-03 eta: 1 day, 2:01:42 time: 0.4128 data_time: 0.0020 memory: 2279 loss: 0.4548 loss_cls: 0.1732 loss_bbox: 0.2816 2023/06/06 07:14:27 - mmengine - INFO - Epoch(train) [55][700/782] lr: 4.0000e-03 eta: 1 day, 2:01:02 time: 0.4206 data_time: 0.0020 memory: 2279 loss: 0.4862 loss_cls: 0.1902 loss_bbox: 0.2961 2023/06/06 07:14:48 - mmengine - INFO - Epoch(train) [55][750/782] lr: 4.0000e-03 eta: 1 day, 2:00:22 time: 0.4194 data_time: 0.0019 memory: 2279 loss: 0.4621 loss_cls: 0.1777 loss_bbox: 0.2844 2023/06/06 07:14:59 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:15:02 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:15:25 - mmengine - INFO - Epoch(train) [56][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:59:29 time: 0.4551 data_time: 0.0306 memory: 2279 loss: 0.4709 loss_cls: 0.1822 loss_bbox: 0.2887 2023/06/06 07:15:47 - mmengine - INFO - Epoch(train) [56][100/782] lr: 4.0000e-03 eta: 1 day, 1:58:51 time: 0.4256 data_time: 0.0020 memory: 2279 loss: 0.4753 loss_cls: 0.1808 loss_bbox: 0.2945 2023/06/06 07:16:08 - mmengine - INFO - Epoch(train) [56][150/782] lr: 4.0000e-03 eta: 1 day, 1:58:11 time: 0.4204 data_time: 0.0019 memory: 2279 loss: 0.4870 loss_cls: 0.1900 loss_bbox: 0.2969 2023/06/06 07:16:29 - mmengine - INFO - Epoch(train) [56][200/782] lr: 4.0000e-03 eta: 1 day, 1:57:32 time: 0.4205 data_time: 0.0020 memory: 2279 loss: 0.4587 loss_cls: 0.1781 loss_bbox: 0.2805 2023/06/06 07:16:50 - mmengine - INFO - Epoch(train) [56][250/782] lr: 4.0000e-03 eta: 1 day, 1:56:53 time: 0.4224 data_time: 0.0020 memory: 2279 loss: 0.4847 loss_cls: 0.1886 loss_bbox: 0.2962 2023/06/06 07:17:11 - mmengine - INFO - Epoch(train) [56][300/782] lr: 4.0000e-03 eta: 1 day, 1:56:13 time: 0.4204 data_time: 0.0019 memory: 2279 loss: 0.4675 loss_cls: 0.1835 loss_bbox: 0.2840 2023/06/06 07:17:32 - mmengine - INFO - Epoch(train) [56][350/782] lr: 4.0000e-03 eta: 1 day, 1:55:33 time: 0.4182 data_time: 0.0019 memory: 2279 loss: 0.4515 loss_cls: 0.1724 loss_bbox: 0.2791 2023/06/06 07:17:58 - mmengine - INFO - Epoch(train) [56][400/782] lr: 4.0000e-03 eta: 1 day, 1:55:17 time: 0.5255 data_time: 0.0021 memory: 2279 loss: 0.4840 loss_cls: 0.1899 loss_bbox: 0.2941 2023/06/06 07:18:19 - mmengine - INFO - Epoch(train) [56][450/782] lr: 4.0000e-03 eta: 1 day, 1:54:39 time: 0.4258 data_time: 0.0020 memory: 2279 loss: 0.4610 loss_cls: 0.1764 loss_bbox: 0.2846 2023/06/06 07:18:41 - mmengine - INFO - Epoch(train) [56][500/782] lr: 4.0000e-03 eta: 1 day, 1:54:01 time: 0.4257 data_time: 0.0020 memory: 2279 loss: 0.4652 loss_cls: 0.1800 loss_bbox: 0.2852 2023/06/06 07:19:02 - mmengine - INFO - Epoch(train) [56][550/782] lr: 4.0000e-03 eta: 1 day, 1:53:22 time: 0.4226 data_time: 0.0020 memory: 2279 loss: 0.4857 loss_cls: 0.1887 loss_bbox: 0.2970 2023/06/06 07:19:23 - mmengine - INFO - Epoch(train) [56][600/782] lr: 4.0000e-03 eta: 1 day, 1:52:45 time: 0.4275 data_time: 0.0019 memory: 2279 loss: 0.4560 loss_cls: 0.1733 loss_bbox: 0.2828 2023/06/06 07:19:44 - mmengine - INFO - Epoch(train) [56][650/782] lr: 4.0000e-03 eta: 1 day, 1:52:05 time: 0.4162 data_time: 0.0019 memory: 2279 loss: 0.4641 loss_cls: 0.1817 loss_bbox: 0.2824 2023/06/06 07:20:05 - mmengine - INFO - Epoch(train) [56][700/782] lr: 4.0000e-03 eta: 1 day, 1:51:28 time: 0.4296 data_time: 0.0018 memory: 2279 loss: 0.4646 loss_cls: 0.1811 loss_bbox: 0.2835 2023/06/06 07:20:27 - mmengine - INFO - Epoch(train) [56][750/782] lr: 4.0000e-03 eta: 1 day, 1:50:51 time: 0.4300 data_time: 0.0020 memory: 2279 loss: 0.4807 loss_cls: 0.1888 loss_bbox: 0.2919 2023/06/06 07:20:38 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:21:01 - mmengine - INFO - Epoch(train) [57][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:49:47 time: 0.4594 data_time: 0.0200 memory: 2279 loss: 0.4811 loss_cls: 0.1847 loss_bbox: 0.2965 2023/06/06 07:21:23 - mmengine - INFO - Epoch(train) [57][100/782] lr: 4.0000e-03 eta: 1 day, 1:49:09 time: 0.4276 data_time: 0.0019 memory: 2279 loss: 0.4854 loss_cls: 0.1919 loss_bbox: 0.2935 2023/06/06 07:21:45 - mmengine - INFO - Epoch(train) [57][150/782] lr: 4.0000e-03 eta: 1 day, 1:48:34 time: 0.4347 data_time: 0.0019 memory: 2279 loss: 0.4819 loss_cls: 0.1893 loss_bbox: 0.2926 2023/06/06 07:22:07 - mmengine - INFO - Epoch(train) [57][200/782] lr: 4.0000e-03 eta: 1 day, 1:48:00 time: 0.4450 data_time: 0.0312 memory: 2279 loss: 0.4518 loss_cls: 0.1717 loss_bbox: 0.2801 2023/06/06 07:22:10 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:22:29 - mmengine - INFO - Epoch(train) [57][250/782] lr: 4.0000e-03 eta: 1 day, 1:47:25 time: 0.4360 data_time: 0.0020 memory: 2279 loss: 0.4692 loss_cls: 0.1833 loss_bbox: 0.2859 2023/06/06 07:22:50 - mmengine - INFO - Epoch(train) [57][300/782] lr: 4.0000e-03 eta: 1 day, 1:46:47 time: 0.4266 data_time: 0.0019 memory: 2279 loss: 0.4802 loss_cls: 0.1861 loss_bbox: 0.2940 2023/06/06 07:23:13 - mmengine - INFO - Epoch(train) [57][350/782] lr: 4.0000e-03 eta: 1 day, 1:46:15 time: 0.4528 data_time: 0.0019 memory: 2279 loss: 0.4841 loss_cls: 0.1854 loss_bbox: 0.2987 2023/06/06 07:23:35 - mmengine - INFO - Epoch(train) [57][400/782] lr: 4.0000e-03 eta: 1 day, 1:45:44 time: 0.4531 data_time: 0.0019 memory: 2279 loss: 0.4585 loss_cls: 0.1740 loss_bbox: 0.2845 2023/06/06 07:23:57 - mmengine - INFO - Epoch(train) [57][450/782] lr: 4.0000e-03 eta: 1 day, 1:45:07 time: 0.4277 data_time: 0.0019 memory: 2279 loss: 0.4738 loss_cls: 0.1862 loss_bbox: 0.2876 2023/06/06 07:24:20 - mmengine - INFO - Epoch(train) [57][500/782] lr: 4.0000e-03 eta: 1 day, 1:44:39 time: 0.4738 data_time: 0.0019 memory: 2279 loss: 0.4804 loss_cls: 0.1865 loss_bbox: 0.2939 2023/06/06 07:24:42 - mmengine - INFO - Epoch(train) [57][550/782] lr: 4.0000e-03 eta: 1 day, 1:44:01 time: 0.4226 data_time: 0.0019 memory: 2279 loss: 0.4585 loss_cls: 0.1754 loss_bbox: 0.2831 2023/06/06 07:25:06 - mmengine - INFO - Epoch(train) [57][600/782] lr: 4.0000e-03 eta: 1 day, 1:43:38 time: 0.4903 data_time: 0.0557 memory: 2279 loss: 0.4853 loss_cls: 0.1891 loss_bbox: 0.2962 2023/06/06 07:25:30 - mmengine - INFO - Epoch(train) [57][650/782] lr: 4.0000e-03 eta: 1 day, 1:43:11 time: 0.4765 data_time: 0.0019 memory: 2279 loss: 0.4622 loss_cls: 0.1764 loss_bbox: 0.2858 2023/06/06 07:25:55 - mmengine - INFO - Epoch(train) [57][700/782] lr: 4.0000e-03 eta: 1 day, 1:42:52 time: 0.5100 data_time: 0.0019 memory: 2279 loss: 0.4511 loss_cls: 0.1704 loss_bbox: 0.2807 2023/06/06 07:26:16 - mmengine - INFO - Epoch(train) [57][750/782] lr: 4.0000e-03 eta: 1 day, 1:42:13 time: 0.4185 data_time: 0.0019 memory: 2279 loss: 0.4642 loss_cls: 0.1793 loss_bbox: 0.2849 2023/06/06 07:26:30 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:26:53 - mmengine - INFO - Epoch(train) [58][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:41:19 time: 0.4677 data_time: 0.0244 memory: 2279 loss: 0.4715 loss_cls: 0.1789 loss_bbox: 0.2926 2023/06/06 07:27:14 - mmengine - INFO - Epoch(train) [58][100/782] lr: 4.0000e-03 eta: 1 day, 1:40:42 time: 0.4265 data_time: 0.0020 memory: 2279 loss: 0.4666 loss_cls: 0.1812 loss_bbox: 0.2854 2023/06/06 07:27:39 - mmengine - INFO - Epoch(train) [58][150/782] lr: 4.0000e-03 eta: 1 day, 1:40:19 time: 0.4931 data_time: 0.0020 memory: 2279 loss: 0.4770 loss_cls: 0.1866 loss_bbox: 0.2903 2023/06/06 07:28:00 - mmengine - INFO - Epoch(train) [58][200/782] lr: 4.0000e-03 eta: 1 day, 1:39:39 time: 0.4165 data_time: 0.0019 memory: 2279 loss: 0.4769 loss_cls: 0.1837 loss_bbox: 0.2931 2023/06/06 07:28:24 - mmengine - INFO - Epoch(train) [58][250/782] lr: 4.0000e-03 eta: 1 day, 1:39:14 time: 0.4801 data_time: 0.0260 memory: 2279 loss: 0.4561 loss_cls: 0.1739 loss_bbox: 0.2821 2023/06/06 07:28:45 - mmengine - INFO - Epoch(train) [58][300/782] lr: 4.0000e-03 eta: 1 day, 1:38:37 time: 0.4299 data_time: 0.0021 memory: 2279 loss: 0.4658 loss_cls: 0.1789 loss_bbox: 0.2869 2023/06/06 07:29:06 - mmengine - INFO - Epoch(train) [58][350/782] lr: 4.0000e-03 eta: 1 day, 1:37:59 time: 0.4198 data_time: 0.0020 memory: 2279 loss: 0.4774 loss_cls: 0.1789 loss_bbox: 0.2985 2023/06/06 07:29:27 - mmengine - INFO - Epoch(train) [58][400/782] lr: 4.0000e-03 eta: 1 day, 1:37:21 time: 0.4218 data_time: 0.0019 memory: 2279 loss: 0.4763 loss_cls: 0.1852 loss_bbox: 0.2910 2023/06/06 07:29:47 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:29:57 - mmengine - INFO - Epoch(train) [58][450/782] lr: 4.0000e-03 eta: 1 day, 1:37:19 time: 0.5922 data_time: 0.0020 memory: 2279 loss: 0.4750 loss_cls: 0.1862 loss_bbox: 0.2889 2023/06/06 07:30:29 - mmengine - INFO - Epoch(train) [58][500/782] lr: 4.0000e-03 eta: 1 day, 1:37:26 time: 0.6344 data_time: 0.0484 memory: 2279 loss: 0.4647 loss_cls: 0.1789 loss_bbox: 0.2859 2023/06/06 07:30:50 - mmengine - INFO - Epoch(train) [58][550/782] lr: 4.0000e-03 eta: 1 day, 1:36:48 time: 0.4252 data_time: 0.0019 memory: 2279 loss: 0.4592 loss_cls: 0.1755 loss_bbox: 0.2838 2023/06/06 07:31:18 - mmengine - INFO - Epoch(train) [58][600/782] lr: 4.0000e-03 eta: 1 day, 1:36:41 time: 0.5676 data_time: 0.0018 memory: 2279 loss: 0.4653 loss_cls: 0.1750 loss_bbox: 0.2903 2023/06/06 07:31:45 - mmengine - INFO - Epoch(train) [58][650/782] lr: 4.0000e-03 eta: 1 day, 1:36:24 time: 0.5235 data_time: 0.0020 memory: 2279 loss: 0.4690 loss_cls: 0.1830 loss_bbox: 0.2860 2023/06/06 07:32:13 - mmengine - INFO - Epoch(train) [58][700/782] lr: 4.0000e-03 eta: 1 day, 1:36:15 time: 0.5602 data_time: 0.0749 memory: 2279 loss: 0.4711 loss_cls: 0.1834 loss_bbox: 0.2877 2023/06/06 07:32:37 - mmengine - INFO - Epoch(train) [58][750/782] lr: 4.0000e-03 eta: 1 day, 1:35:51 time: 0.4861 data_time: 0.0019 memory: 2279 loss: 0.4660 loss_cls: 0.1826 loss_bbox: 0.2834 2023/06/06 07:32:52 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:33:19 - mmengine - INFO - Epoch(train) [59][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:35:21 time: 0.5493 data_time: 0.1072 memory: 2279 loss: 0.4709 loss_cls: 0.1812 loss_bbox: 0.2897 2023/06/06 07:33:41 - mmengine - INFO - Epoch(train) [59][100/782] lr: 4.0000e-03 eta: 1 day, 1:34:43 time: 0.4235 data_time: 0.0019 memory: 2279 loss: 0.4696 loss_cls: 0.1842 loss_bbox: 0.2854 2023/06/06 07:34:02 - mmengine - INFO - Epoch(train) [59][150/782] lr: 4.0000e-03 eta: 1 day, 1:34:06 time: 0.4214 data_time: 0.0018 memory: 2279 loss: 0.4751 loss_cls: 0.1838 loss_bbox: 0.2913 2023/06/06 07:34:28 - mmengine - INFO - Epoch(train) [59][200/782] lr: 4.0000e-03 eta: 1 day, 1:33:51 time: 0.5323 data_time: 0.0019 memory: 2279 loss: 0.4670 loss_cls: 0.1853 loss_bbox: 0.2817 2023/06/06 07:34:58 - mmengine - INFO - Epoch(train) [59][250/782] lr: 4.0000e-03 eta: 1 day, 1:33:49 time: 0.5950 data_time: 0.0019 memory: 2279 loss: 0.4696 loss_cls: 0.1781 loss_bbox: 0.2915 2023/06/06 07:35:19 - mmengine - INFO - Epoch(train) [59][300/782] lr: 4.0000e-03 eta: 1 day, 1:33:11 time: 0.4239 data_time: 0.0019 memory: 2279 loss: 0.4622 loss_cls: 0.1803 loss_bbox: 0.2819 2023/06/06 07:35:40 - mmengine - INFO - Epoch(train) [59][350/782] lr: 4.0000e-03 eta: 1 day, 1:32:34 time: 0.4224 data_time: 0.0019 memory: 2279 loss: 0.4625 loss_cls: 0.1797 loss_bbox: 0.2828 2023/06/06 07:36:04 - mmengine - INFO - Epoch(train) [59][400/782] lr: 4.0000e-03 eta: 1 day, 1:32:06 time: 0.4691 data_time: 0.0019 memory: 2279 loss: 0.4745 loss_cls: 0.1815 loss_bbox: 0.2930 2023/06/06 07:36:29 - mmengine - INFO - Epoch(train) [59][450/782] lr: 4.0000e-03 eta: 1 day, 1:31:44 time: 0.5016 data_time: 0.0019 memory: 2279 loss: 0.4692 loss_cls: 0.1818 loss_bbox: 0.2874 2023/06/06 07:36:52 - mmengine - INFO - Epoch(train) [59][500/782] lr: 4.0000e-03 eta: 1 day, 1:31:15 time: 0.4641 data_time: 0.0020 memory: 2279 loss: 0.4637 loss_cls: 0.1798 loss_bbox: 0.2839 2023/06/06 07:37:16 - mmengine - INFO - Epoch(train) [59][550/782] lr: 4.0000e-03 eta: 1 day, 1:30:50 time: 0.4833 data_time: 0.0699 memory: 2279 loss: 0.4645 loss_cls: 0.1776 loss_bbox: 0.2868 2023/06/06 07:37:38 - mmengine - INFO - Epoch(train) [59][600/782] lr: 4.0000e-03 eta: 1 day, 1:30:14 time: 0.4264 data_time: 0.0020 memory: 2279 loss: 0.4740 loss_cls: 0.1843 loss_bbox: 0.2897 2023/06/06 07:37:59 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:38:02 - mmengine - INFO - Epoch(train) [59][650/782] lr: 4.0000e-03 eta: 1 day, 1:29:48 time: 0.4830 data_time: 0.0020 memory: 2279 loss: 0.4725 loss_cls: 0.1846 loss_bbox: 0.2878 2023/06/06 07:38:27 - mmengine - INFO - Epoch(train) [59][700/782] lr: 4.0000e-03 eta: 1 day, 1:29:26 time: 0.4980 data_time: 0.0019 memory: 2279 loss: 0.4771 loss_cls: 0.1847 loss_bbox: 0.2925 2023/06/06 07:38:48 - mmengine - INFO - Epoch(train) [59][750/782] lr: 4.0000e-03 eta: 1 day, 1:28:49 time: 0.4226 data_time: 0.0019 memory: 2279 loss: 0.4812 loss_cls: 0.1854 loss_bbox: 0.2959 2023/06/06 07:39:03 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:39:33 - mmengine - INFO - Epoch(train) [60][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:28:30 time: 0.5986 data_time: 0.1632 memory: 2279 loss: 0.4876 loss_cls: 0.1905 loss_bbox: 0.2971 2023/06/06 07:39:59 - mmengine - INFO - Epoch(train) [60][100/782] lr: 4.0000e-03 eta: 1 day, 1:28:11 time: 0.5139 data_time: 0.0019 memory: 2279 loss: 0.4840 loss_cls: 0.1879 loss_bbox: 0.2961 2023/06/06 07:40:24 - mmengine - INFO - Epoch(train) [60][150/782] lr: 4.0000e-03 eta: 1 day, 1:27:51 time: 0.5057 data_time: 0.0887 memory: 2279 loss: 0.4597 loss_cls: 0.1758 loss_bbox: 0.2840 2023/06/06 07:40:47 - mmengine - INFO - Epoch(train) [60][200/782] lr: 4.0000e-03 eta: 1 day, 1:27:21 time: 0.4606 data_time: 0.0019 memory: 2279 loss: 0.4731 loss_cls: 0.1867 loss_bbox: 0.2865 2023/06/06 07:41:11 - mmengine - INFO - Epoch(train) [60][250/782] lr: 4.0000e-03 eta: 1 day, 1:26:56 time: 0.4822 data_time: 0.0019 memory: 2279 loss: 0.4687 loss_cls: 0.1817 loss_bbox: 0.2871 2023/06/06 07:41:32 - mmengine - INFO - Epoch(train) [60][300/782] lr: 4.0000e-03 eta: 1 day, 1:26:18 time: 0.4217 data_time: 0.0018 memory: 2279 loss: 0.4525 loss_cls: 0.1731 loss_bbox: 0.2795 2023/06/06 07:41:53 - mmengine - INFO - Epoch(train) [60][350/782] lr: 4.0000e-03 eta: 1 day, 1:25:41 time: 0.4233 data_time: 0.0019 memory: 2279 loss: 0.4791 loss_cls: 0.1885 loss_bbox: 0.2906 2023/06/06 07:42:20 - mmengine - INFO - Epoch(train) [60][400/782] lr: 4.0000e-03 eta: 1 day, 1:25:25 time: 0.5261 data_time: 0.0019 memory: 2279 loss: 0.4603 loss_cls: 0.1772 loss_bbox: 0.2831 2023/06/06 07:42:53 - mmengine - INFO - Epoch(train) [60][450/782] lr: 4.0000e-03 eta: 1 day, 1:25:35 time: 0.6610 data_time: 0.0018 memory: 2279 loss: 0.4633 loss_cls: 0.1732 loss_bbox: 0.2901 2023/06/06 07:43:17 - mmengine - INFO - Epoch(train) [60][500/782] lr: 4.0000e-03 eta: 1 day, 1:25:12 time: 0.4904 data_time: 0.0020 memory: 2279 loss: 0.4607 loss_cls: 0.1752 loss_bbox: 0.2855 2023/06/06 07:43:43 - mmengine - INFO - Epoch(train) [60][550/782] lr: 4.0000e-03 eta: 1 day, 1:24:55 time: 0.5225 data_time: 0.0019 memory: 2279 loss: 0.4723 loss_cls: 0.1841 loss_bbox: 0.2883 2023/06/06 07:44:10 - mmengine - INFO - Epoch(train) [60][600/782] lr: 4.0000e-03 eta: 1 day, 1:24:40 time: 0.5350 data_time: 0.0020 memory: 2279 loss: 0.4636 loss_cls: 0.1777 loss_bbox: 0.2859 2023/06/06 07:44:35 - mmengine - INFO - Epoch(train) [60][650/782] lr: 4.0000e-03 eta: 1 day, 1:24:19 time: 0.5029 data_time: 0.0020 memory: 2279 loss: 0.4794 loss_cls: 0.1857 loss_bbox: 0.2937 2023/06/06 07:44:56 - mmengine - INFO - Epoch(train) [60][700/782] lr: 4.0000e-03 eta: 1 day, 1:23:42 time: 0.4236 data_time: 0.0020 memory: 2279 loss: 0.4745 loss_cls: 0.1800 loss_bbox: 0.2945 2023/06/06 07:45:24 - mmengine - INFO - Epoch(train) [60][750/782] lr: 4.0000e-03 eta: 1 day, 1:23:29 time: 0.5434 data_time: 0.0019 memory: 2279 loss: 0.4673 loss_cls: 0.1789 loss_bbox: 0.2884 2023/06/06 07:45:39 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:45:39 - mmengine - INFO - Saving checkpoint at 60 epochs 2023/06/06 07:45:52 - mmengine - INFO - Evaluating bbox... 2023/06/06 07:45:53 - mmengine - INFO - bbox_mAP_copypaste: 0.740 0.976 0.850 0.325 0.558 0.769 2023/06/06 07:45:53 - mmengine - INFO - Epoch(val) [60][43/43] coco/bbox_mAP: 0.7400 coco/bbox_mAP_50: 0.9760 coco/bbox_mAP_75: 0.8500 coco/bbox_mAP_s: 0.3250 coco/bbox_mAP_m: 0.5580 coco/bbox_mAP_l: 0.7690 data_time: 0.0265 time: 0.0533 2023/06/06 07:46:20 - mmengine - INFO - Epoch(train) [61][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:22:55 time: 0.5274 data_time: 0.0245 memory: 2279 loss: 0.4687 loss_cls: 0.1848 loss_bbox: 0.2839 2023/06/06 07:46:33 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:46:47 - mmengine - INFO - Epoch(train) [61][100/782] lr: 4.0000e-03 eta: 1 day, 1:22:42 time: 0.5418 data_time: 0.0019 memory: 2279 loss: 0.4766 loss_cls: 0.1810 loss_bbox: 0.2956 2023/06/06 07:47:10 - mmengine - INFO - Epoch(train) [61][150/782] lr: 4.0000e-03 eta: 1 day, 1:22:12 time: 0.4603 data_time: 0.0425 memory: 2279 loss: 0.4477 loss_cls: 0.1692 loss_bbox: 0.2784 2023/06/06 07:47:33 - mmengine - INFO - Epoch(train) [61][200/782] lr: 4.0000e-03 eta: 1 day, 1:21:42 time: 0.4589 data_time: 0.0019 memory: 2279 loss: 0.4718 loss_cls: 0.1817 loss_bbox: 0.2901 2023/06/06 07:47:58 - mmengine - INFO - Epoch(train) [61][250/782] lr: 4.0000e-03 eta: 1 day, 1:21:21 time: 0.5020 data_time: 0.0019 memory: 2279 loss: 0.4683 loss_cls: 0.1829 loss_bbox: 0.2855 2023/06/06 07:48:21 - mmengine - INFO - Epoch(train) [61][300/782] lr: 4.0000e-03 eta: 1 day, 1:20:51 time: 0.4587 data_time: 0.0394 memory: 2279 loss: 0.4649 loss_cls: 0.1860 loss_bbox: 0.2789 2023/06/06 07:48:48 - mmengine - INFO - Epoch(train) [61][350/782] lr: 4.0000e-03 eta: 1 day, 1:20:40 time: 0.5540 data_time: 0.0021 memory: 2279 loss: 0.4587 loss_cls: 0.1782 loss_bbox: 0.2805 2023/06/06 07:49:15 - mmengine - INFO - Epoch(train) [61][400/782] lr: 4.0000e-03 eta: 1 day, 1:20:26 time: 0.5394 data_time: 0.0019 memory: 2279 loss: 0.4679 loss_cls: 0.1821 loss_bbox: 0.2858 2023/06/06 07:49:37 - mmengine - INFO - Epoch(train) [61][450/782] lr: 4.0000e-03 eta: 1 day, 1:19:49 time: 0.4263 data_time: 0.0019 memory: 2279 loss: 0.4690 loss_cls: 0.1783 loss_bbox: 0.2907 2023/06/06 07:49:58 - mmengine - INFO - Epoch(train) [61][500/782] lr: 4.0000e-03 eta: 1 day, 1:19:11 time: 0.4190 data_time: 0.0019 memory: 2279 loss: 0.4719 loss_cls: 0.1820 loss_bbox: 0.2900 2023/06/06 07:50:22 - mmengine - INFO - Epoch(train) [61][550/782] lr: 4.0000e-03 eta: 1 day, 1:18:47 time: 0.4884 data_time: 0.0019 memory: 2279 loss: 0.4782 loss_cls: 0.1827 loss_bbox: 0.2955 2023/06/06 07:50:45 - mmengine - INFO - Epoch(train) [61][600/782] lr: 4.0000e-03 eta: 1 day, 1:18:16 time: 0.4538 data_time: 0.0020 memory: 2279 loss: 0.4945 loss_cls: 0.1864 loss_bbox: 0.3080 2023/06/06 07:51:08 - mmengine - INFO - Epoch(train) [61][650/782] lr: 4.0000e-03 eta: 1 day, 1:17:47 time: 0.4602 data_time: 0.0019 memory: 2279 loss: 0.4705 loss_cls: 0.1800 loss_bbox: 0.2905 2023/06/06 07:51:38 - mmengine - INFO - Epoch(train) [61][700/782] lr: 4.0000e-03 eta: 1 day, 1:17:44 time: 0.5964 data_time: 0.0019 memory: 2279 loss: 0.4707 loss_cls: 0.1830 loss_bbox: 0.2877 2023/06/06 07:51:59 - mmengine - INFO - Epoch(train) [61][750/782] lr: 4.0000e-03 eta: 1 day, 1:17:08 time: 0.4281 data_time: 0.0019 memory: 2279 loss: 0.4723 loss_cls: 0.1839 loss_bbox: 0.2884 2023/06/06 07:52:11 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:52:46 - mmengine - INFO - Epoch(train) [62][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:16:54 time: 0.7006 data_time: 0.0232 memory: 2279 loss: 0.4622 loss_cls: 0.1768 loss_bbox: 0.2854 2023/06/06 07:53:07 - mmengine - INFO - Epoch(train) [62][100/782] lr: 4.0000e-03 eta: 1 day, 1:16:16 time: 0.4204 data_time: 0.0019 memory: 2279 loss: 0.4584 loss_cls: 0.1749 loss_bbox: 0.2835 2023/06/06 07:53:32 - mmengine - INFO - Epoch(train) [62][150/782] lr: 4.0000e-03 eta: 1 day, 1:15:54 time: 0.4971 data_time: 0.0019 memory: 2279 loss: 0.4656 loss_cls: 0.1802 loss_bbox: 0.2854 2023/06/06 07:53:56 - mmengine - INFO - Epoch(train) [62][200/782] lr: 4.0000e-03 eta: 1 day, 1:15:30 time: 0.4883 data_time: 0.0018 memory: 2279 loss: 0.4774 loss_cls: 0.1846 loss_bbox: 0.2928 2023/06/06 07:54:22 - mmengine - INFO - Epoch(train) [62][250/782] lr: 4.0000e-03 eta: 1 day, 1:15:12 time: 0.5213 data_time: 0.0019 memory: 2279 loss: 0.4777 loss_cls: 0.1876 loss_bbox: 0.2901 2023/06/06 07:54:44 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:54:45 - mmengine - INFO - Epoch(train) [62][300/782] lr: 4.0000e-03 eta: 1 day, 1:14:43 time: 0.4623 data_time: 0.0020 memory: 2279 loss: 0.4800 loss_cls: 0.1889 loss_bbox: 0.2910 2023/06/06 07:55:09 - mmengine - INFO - Epoch(train) [62][350/782] lr: 4.0000e-03 eta: 1 day, 1:14:16 time: 0.4758 data_time: 0.0019 memory: 2279 loss: 0.4755 loss_cls: 0.1830 loss_bbox: 0.2925 2023/06/06 07:55:46 - mmengine - INFO - Epoch(train) [62][400/782] lr: 4.0000e-03 eta: 1 day, 1:14:40 time: 0.7347 data_time: 0.0019 memory: 2279 loss: 0.4625 loss_cls: 0.1798 loss_bbox: 0.2827 2023/06/06 07:56:07 - mmengine - INFO - Epoch(train) [62][450/782] lr: 4.0000e-03 eta: 1 day, 1:14:05 time: 0.4311 data_time: 0.0019 memory: 2279 loss: 0.4703 loss_cls: 0.1814 loss_bbox: 0.2889 2023/06/06 07:56:28 - mmengine - INFO - Epoch(train) [62][500/782] lr: 4.0000e-03 eta: 1 day, 1:13:26 time: 0.4137 data_time: 0.0019 memory: 2279 loss: 0.4697 loss_cls: 0.1826 loss_bbox: 0.2872 2023/06/06 07:56:51 - mmengine - INFO - Epoch(train) [62][550/782] lr: 4.0000e-03 eta: 1 day, 1:12:57 time: 0.4618 data_time: 0.0019 memory: 2279 loss: 0.4708 loss_cls: 0.1829 loss_bbox: 0.2879 2023/06/06 07:57:19 - mmengine - INFO - Epoch(train) [62][600/782] lr: 4.0000e-03 eta: 1 day, 1:12:48 time: 0.5658 data_time: 0.0020 memory: 2279 loss: 0.4696 loss_cls: 0.1830 loss_bbox: 0.2866 2023/06/06 07:57:40 - mmengine - INFO - Epoch(train) [62][650/782] lr: 4.0000e-03 eta: 1 day, 1:12:09 time: 0.4120 data_time: 0.0019 memory: 2279 loss: 0.4668 loss_cls: 0.1782 loss_bbox: 0.2885 2023/06/06 07:58:02 - mmengine - INFO - Epoch(train) [62][700/782] lr: 4.0000e-03 eta: 1 day, 1:11:36 time: 0.4436 data_time: 0.0020 memory: 2279 loss: 0.4645 loss_cls: 0.1796 loss_bbox: 0.2849 2023/06/06 07:58:28 - mmengine - INFO - Epoch(train) [62][750/782] lr: 4.0000e-03 eta: 1 day, 1:11:16 time: 0.5086 data_time: 0.0019 memory: 2279 loss: 0.4732 loss_cls: 0.1813 loss_bbox: 0.2919 2023/06/06 07:58:46 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 07:59:08 - mmengine - INFO - Epoch(train) [63][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:10:39 time: 0.4505 data_time: 0.0161 memory: 2279 loss: 0.4557 loss_cls: 0.1748 loss_bbox: 0.2808 2023/06/06 07:59:39 - mmengine - INFO - Epoch(train) [63][100/782] lr: 4.0000e-03 eta: 1 day, 1:10:38 time: 0.6102 data_time: 0.0019 memory: 2279 loss: 0.4733 loss_cls: 0.1824 loss_bbox: 0.2910 2023/06/06 08:00:04 - mmengine - INFO - Epoch(train) [63][150/782] lr: 4.0000e-03 eta: 1 day, 1:10:17 time: 0.5035 data_time: 0.0019 memory: 2279 loss: 0.4694 loss_cls: 0.1821 loss_bbox: 0.2873 2023/06/06 08:00:34 - mmengine - INFO - Epoch(train) [63][200/782] lr: 4.0000e-03 eta: 1 day, 1:10:15 time: 0.6066 data_time: 0.0019 memory: 2279 loss: 0.4622 loss_cls: 0.1786 loss_bbox: 0.2835 2023/06/06 08:01:10 - mmengine - INFO - Epoch(train) [63][250/782] lr: 4.0000e-03 eta: 1 day, 1:10:32 time: 0.7035 data_time: 0.0019 memory: 2279 loss: 0.4755 loss_cls: 0.1815 loss_bbox: 0.2940 2023/06/06 08:01:31 - mmengine - INFO - Epoch(train) [63][300/782] lr: 4.0000e-03 eta: 1 day, 1:09:58 time: 0.4345 data_time: 0.0019 memory: 2279 loss: 0.4673 loss_cls: 0.1773 loss_bbox: 0.2900 2023/06/06 08:02:02 - mmengine - INFO - Epoch(train) [63][350/782] lr: 4.0000e-03 eta: 1 day, 1:09:58 time: 0.6183 data_time: 0.0019 memory: 2279 loss: 0.4769 loss_cls: 0.1833 loss_bbox: 0.2936 2023/06/06 08:02:23 - mmengine - INFO - Epoch(train) [63][400/782] lr: 4.0000e-03 eta: 1 day, 1:09:21 time: 0.4222 data_time: 0.0018 memory: 2279 loss: 0.4618 loss_cls: 0.1794 loss_bbox: 0.2824 2023/06/06 08:02:50 - mmengine - INFO - Epoch(train) [63][450/782] lr: 4.0000e-03 eta: 1 day, 1:09:05 time: 0.5315 data_time: 0.0022 memory: 2279 loss: 0.4575 loss_cls: 0.1775 loss_bbox: 0.2800 2023/06/06 08:03:12 - mmengine - INFO - Epoch(train) [63][500/782] lr: 4.0000e-03 eta: 1 day, 1:08:31 time: 0.4376 data_time: 0.0019 memory: 2279 loss: 0.4686 loss_cls: 0.1809 loss_bbox: 0.2877 2023/06/06 08:03:19 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:03:43 - mmengine - INFO - Epoch(train) [63][550/782] lr: 4.0000e-03 eta: 1 day, 1:08:34 time: 0.6325 data_time: 0.1167 memory: 2279 loss: 0.4801 loss_cls: 0.1873 loss_bbox: 0.2928 2023/06/06 08:04:09 - mmengine - INFO - Epoch(train) [63][600/782] lr: 4.0000e-03 eta: 1 day, 1:08:13 time: 0.5030 data_time: 0.0018 memory: 2279 loss: 0.4704 loss_cls: 0.1844 loss_bbox: 0.2861 2023/06/06 08:04:31 - mmengine - INFO - Epoch(train) [63][650/782] lr: 4.0000e-03 eta: 1 day, 1:07:39 time: 0.4382 data_time: 0.0019 memory: 2279 loss: 0.4724 loss_cls: 0.1828 loss_bbox: 0.2896 2023/06/06 08:04:53 - mmengine - INFO - Epoch(train) [63][700/782] lr: 4.0000e-03 eta: 1 day, 1:07:09 time: 0.4559 data_time: 0.0351 memory: 2279 loss: 0.4736 loss_cls: 0.1825 loss_bbox: 0.2911 2023/06/06 08:05:22 - mmengine - INFO - Epoch(train) [63][750/782] lr: 4.0000e-03 eta: 1 day, 1:07:00 time: 0.5695 data_time: 0.0018 memory: 2279 loss: 0.4776 loss_cls: 0.1883 loss_bbox: 0.2893 2023/06/06 08:05:33 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:05:56 - mmengine - INFO - Epoch(train) [64][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:05:58 time: 0.4564 data_time: 0.0156 memory: 2279 loss: 0.4648 loss_cls: 0.1806 loss_bbox: 0.2842 2023/06/06 08:06:17 - mmengine - INFO - Epoch(train) [64][100/782] lr: 4.0000e-03 eta: 1 day, 1:05:21 time: 0.4213 data_time: 0.0019 memory: 2279 loss: 0.4712 loss_cls: 0.1822 loss_bbox: 0.2890 2023/06/06 08:06:45 - mmengine - INFO - Epoch(train) [64][150/782] lr: 4.0000e-03 eta: 1 day, 1:05:09 time: 0.5540 data_time: 0.0019 memory: 2279 loss: 0.4583 loss_cls: 0.1746 loss_bbox: 0.2836 2023/06/06 08:07:09 - mmengine - INFO - Epoch(train) [64][200/782] lr: 4.0000e-03 eta: 1 day, 1:04:44 time: 0.4866 data_time: 0.0018 memory: 2279 loss: 0.4723 loss_cls: 0.1805 loss_bbox: 0.2918 2023/06/06 08:07:30 - mmengine - INFO - Epoch(train) [64][250/782] lr: 4.0000e-03 eta: 1 day, 1:04:08 time: 0.4239 data_time: 0.0018 memory: 2279 loss: 0.4805 loss_cls: 0.1878 loss_bbox: 0.2927 2023/06/06 08:07:53 - mmengine - INFO - Epoch(train) [64][300/782] lr: 4.0000e-03 eta: 1 day, 1:03:38 time: 0.4557 data_time: 0.0271 memory: 2279 loss: 0.4926 loss_cls: 0.1907 loss_bbox: 0.3018 2023/06/06 08:08:17 - mmengine - INFO - Epoch(train) [64][350/782] lr: 4.0000e-03 eta: 1 day, 1:03:12 time: 0.4791 data_time: 0.0018 memory: 2279 loss: 0.4722 loss_cls: 0.1829 loss_bbox: 0.2893 2023/06/06 08:08:39 - mmengine - INFO - Epoch(train) [64][400/782] lr: 4.0000e-03 eta: 1 day, 1:02:37 time: 0.4344 data_time: 0.0020 memory: 2279 loss: 0.4697 loss_cls: 0.1793 loss_bbox: 0.2904 2023/06/06 08:09:05 - mmengine - INFO - Epoch(train) [64][450/782] lr: 4.0000e-03 eta: 1 day, 1:02:19 time: 0.5194 data_time: 0.0018 memory: 2279 loss: 0.4788 loss_cls: 0.1854 loss_bbox: 0.2935 2023/06/06 08:09:27 - mmengine - INFO - Epoch(train) [64][500/782] lr: 4.0000e-03 eta: 1 day, 1:01:47 time: 0.4465 data_time: 0.0259 memory: 2279 loss: 0.4525 loss_cls: 0.1758 loss_bbox: 0.2766 2023/06/06 08:09:53 - mmengine - INFO - Epoch(train) [64][550/782] lr: 4.0000e-03 eta: 1 day, 1:01:27 time: 0.5132 data_time: 0.0018 memory: 2279 loss: 0.4679 loss_cls: 0.1809 loss_bbox: 0.2870 2023/06/06 08:10:20 - mmengine - INFO - Epoch(train) [64][600/782] lr: 4.0000e-03 eta: 1 day, 1:01:13 time: 0.5408 data_time: 0.0347 memory: 2279 loss: 0.4695 loss_cls: 0.1784 loss_bbox: 0.2910 2023/06/06 08:10:44 - mmengine - INFO - Epoch(train) [64][650/782] lr: 4.0000e-03 eta: 1 day, 1:00:47 time: 0.4774 data_time: 0.0018 memory: 2279 loss: 0.4664 loss_cls: 0.1778 loss_bbox: 0.2886 2023/06/06 08:11:15 - mmengine - INFO - Epoch(train) [64][700/782] lr: 4.0000e-03 eta: 1 day, 1:00:47 time: 0.6238 data_time: 0.2069 memory: 2279 loss: 0.4639 loss_cls: 0.1768 loss_bbox: 0.2870 2023/06/06 08:11:35 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:11:42 - mmengine - INFO - Epoch(train) [64][750/782] lr: 4.0000e-03 eta: 1 day, 1:00:34 time: 0.5481 data_time: 0.0019 memory: 2279 loss: 0.4821 loss_cls: 0.1897 loss_bbox: 0.2924 2023/06/06 08:12:01 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:12:36 - mmengine - INFO - Epoch(train) [65][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:00:44 time: 0.6899 data_time: 0.0143 memory: 2279 loss: 0.4705 loss_cls: 0.1832 loss_bbox: 0.2873 2023/06/06 08:12:58 - mmengine - INFO - Epoch(train) [65][100/782] lr: 4.0000e-03 eta: 1 day, 1:00:13 time: 0.4539 data_time: 0.0018 memory: 2279 loss: 0.4589 loss_cls: 0.1783 loss_bbox: 0.2806 2023/06/06 08:13:23 - mmengine - INFO - Epoch(train) [65][150/782] lr: 4.0000e-03 eta: 1 day, 0:59:47 time: 0.4818 data_time: 0.0698 memory: 2279 loss: 0.4735 loss_cls: 0.1837 loss_bbox: 0.2899 2023/06/06 08:13:45 - mmengine - INFO - Epoch(train) [65][200/782] lr: 4.0000e-03 eta: 1 day, 0:59:17 time: 0.4563 data_time: 0.0018 memory: 2279 loss: 0.4850 loss_cls: 0.1899 loss_bbox: 0.2951 2023/06/06 08:14:07 - mmengine - INFO - Epoch(train) [65][250/782] lr: 4.0000e-03 eta: 1 day, 0:58:41 time: 0.4218 data_time: 0.0018 memory: 2279 loss: 0.4649 loss_cls: 0.1819 loss_bbox: 0.2830 2023/06/06 08:14:34 - mmengine - INFO - Epoch(train) [65][300/782] lr: 4.0000e-03 eta: 1 day, 0:58:26 time: 0.5416 data_time: 0.0019 memory: 2279 loss: 0.4645 loss_cls: 0.1796 loss_bbox: 0.2849 2023/06/06 08:14:58 - mmengine - INFO - Epoch(train) [65][350/782] lr: 4.0000e-03 eta: 1 day, 0:58:01 time: 0.4844 data_time: 0.0018 memory: 2279 loss: 0.4701 loss_cls: 0.1816 loss_bbox: 0.2885 2023/06/06 08:15:19 - mmengine - INFO - Epoch(train) [65][400/782] lr: 4.0000e-03 eta: 1 day, 0:57:25 time: 0.4257 data_time: 0.0018 memory: 2279 loss: 0.4652 loss_cls: 0.1828 loss_bbox: 0.2823 2023/06/06 08:15:42 - mmengine - INFO - Epoch(train) [65][450/782] lr: 4.0000e-03 eta: 1 day, 0:56:55 time: 0.4579 data_time: 0.0018 memory: 2279 loss: 0.4756 loss_cls: 0.1833 loss_bbox: 0.2924 2023/06/06 08:16:03 - mmengine - INFO - Epoch(train) [65][500/782] lr: 4.0000e-03 eta: 1 day, 0:56:19 time: 0.4228 data_time: 0.0018 memory: 2279 loss: 0.4703 loss_cls: 0.1842 loss_bbox: 0.2860 2023/06/06 08:16:26 - mmengine - INFO - Epoch(train) [65][550/782] lr: 4.0000e-03 eta: 1 day, 0:55:49 time: 0.4545 data_time: 0.0017 memory: 2279 loss: 0.4753 loss_cls: 0.1816 loss_bbox: 0.2937 2023/06/06 08:16:47 - mmengine - INFO - Epoch(train) [65][600/782] lr: 4.0000e-03 eta: 1 day, 0:55:12 time: 0.4189 data_time: 0.0020 memory: 2279 loss: 0.4714 loss_cls: 0.1882 loss_bbox: 0.2832 2023/06/06 08:17:08 - mmengine - INFO - Epoch(train) [65][650/782] lr: 4.0000e-03 eta: 1 day, 0:54:35 time: 0.4216 data_time: 0.0019 memory: 2279 loss: 0.4706 loss_cls: 0.1847 loss_bbox: 0.2859 2023/06/06 08:17:29 - mmengine - INFO - Epoch(train) [65][700/782] lr: 4.0000e-03 eta: 1 day, 0:53:58 time: 0.4165 data_time: 0.0018 memory: 2279 loss: 0.4675 loss_cls: 0.1819 loss_bbox: 0.2856 2023/06/06 08:17:50 - mmengine - INFO - Epoch(train) [65][750/782] lr: 4.0000e-03 eta: 1 day, 0:53:22 time: 0.4233 data_time: 0.0018 memory: 2279 loss: 0.4540 loss_cls: 0.1787 loss_bbox: 0.2753 2023/06/06 08:18:01 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:18:24 - mmengine - INFO - Epoch(train) [66][ 50/782] lr: 4.0000e-03 eta: 1 day, 0:52:22 time: 0.4549 data_time: 0.0143 memory: 2279 loss: 0.4620 loss_cls: 0.1775 loss_bbox: 0.2845 2023/06/06 08:18:45 - mmengine - INFO - Epoch(train) [66][100/782] lr: 4.0000e-03 eta: 1 day, 0:51:45 time: 0.4195 data_time: 0.0019 memory: 2279 loss: 0.4715 loss_cls: 0.1811 loss_bbox: 0.2904 2023/06/06 08:19:06 - mmengine - INFO - Epoch(train) [66][150/782] lr: 4.0000e-03 eta: 1 day, 0:51:09 time: 0.4211 data_time: 0.0017 memory: 2279 loss: 0.4812 loss_cls: 0.1878 loss_bbox: 0.2935 2023/06/06 08:19:15 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:19:27 - mmengine - INFO - Epoch(train) [66][200/782] lr: 4.0000e-03 eta: 1 day, 0:50:32 time: 0.4218 data_time: 0.0019 memory: 2279 loss: 0.4819 loss_cls: 0.1843 loss_bbox: 0.2976 2023/06/06 08:19:51 - mmengine - INFO - Epoch(train) [66][250/782] lr: 4.0000e-03 eta: 1 day, 0:50:07 time: 0.4782 data_time: 0.0018 memory: 2279 loss: 0.4724 loss_cls: 0.1852 loss_bbox: 0.2872 2023/06/06 08:20:13 - mmengine - INFO - Epoch(train) [66][300/782] lr: 4.0000e-03 eta: 1 day, 0:49:32 time: 0.4284 data_time: 0.0018 memory: 2279 loss: 0.4581 loss_cls: 0.1729 loss_bbox: 0.2852 2023/06/06 08:20:34 - mmengine - INFO - Epoch(train) [66][350/782] lr: 4.0000e-03 eta: 1 day, 0:48:56 time: 0.4233 data_time: 0.0020 memory: 2279 loss: 0.4784 loss_cls: 0.1817 loss_bbox: 0.2967 2023/06/06 08:20:55 - mmengine - INFO - Epoch(train) [66][400/782] lr: 4.0000e-03 eta: 1 day, 0:48:19 time: 0.4196 data_time: 0.0020 memory: 2279 loss: 0.4798 loss_cls: 0.1858 loss_bbox: 0.2940 2023/06/06 08:21:16 - mmengine - INFO - Epoch(train) [66][450/782] lr: 4.0000e-03 eta: 1 day, 0:47:43 time: 0.4203 data_time: 0.0019 memory: 2279 loss: 0.4686 loss_cls: 0.1827 loss_bbox: 0.2859 2023/06/06 08:21:37 - mmengine - INFO - Epoch(train) [66][500/782] lr: 4.0000e-03 eta: 1 day, 0:47:07 time: 0.4228 data_time: 0.0018 memory: 2279 loss: 0.4805 loss_cls: 0.1826 loss_bbox: 0.2979 2023/06/06 08:21:58 - mmengine - INFO - Epoch(train) [66][550/782] lr: 4.0000e-03 eta: 1 day, 0:46:31 time: 0.4210 data_time: 0.0018 memory: 2279 loss: 0.4742 loss_cls: 0.1853 loss_bbox: 0.2889 2023/06/06 08:22:19 - mmengine - INFO - Epoch(train) [66][600/782] lr: 4.0000e-03 eta: 1 day, 0:45:55 time: 0.4212 data_time: 0.0019 memory: 2279 loss: 0.4550 loss_cls: 0.1770 loss_bbox: 0.2780 2023/06/06 08:22:40 - mmengine - INFO - Epoch(train) [66][650/782] lr: 4.0000e-03 eta: 1 day, 0:45:20 time: 0.4229 data_time: 0.0019 memory: 2279 loss: 0.4599 loss_cls: 0.1779 loss_bbox: 0.2820 2023/06/06 08:23:02 - mmengine - INFO - Epoch(train) [66][700/782] lr: 4.0000e-03 eta: 1 day, 0:44:44 time: 0.4224 data_time: 0.0019 memory: 2279 loss: 0.4531 loss_cls: 0.1724 loss_bbox: 0.2807 2023/06/06 08:23:23 - mmengine - INFO - Epoch(train) [66][750/782] lr: 4.0000e-03 eta: 1 day, 0:44:08 time: 0.4225 data_time: 0.0018 memory: 2279 loss: 0.4603 loss_cls: 0.1777 loss_bbox: 0.2826 2023/06/06 08:23:34 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:23:57 - mmengine - INFO - Epoch(train) [67][ 50/782] lr: 4.0000e-03 eta: 1 day, 0:43:09 time: 0.4562 data_time: 0.0226 memory: 2279 loss: 0.4660 loss_cls: 0.1793 loss_bbox: 0.2867 2023/06/06 08:24:18 - mmengine - INFO - Epoch(train) [67][100/782] lr: 4.0000e-03 eta: 1 day, 0:42:32 time: 0.4190 data_time: 0.0019 memory: 2279 loss: 0.4721 loss_cls: 0.1852 loss_bbox: 0.2869 2023/06/06 08:24:39 - mmengine - INFO - Epoch(train) [67][150/782] lr: 4.0000e-03 eta: 1 day, 0:41:56 time: 0.4205 data_time: 0.0019 memory: 2279 loss: 0.4574 loss_cls: 0.1708 loss_bbox: 0.2866 2023/06/06 08:25:00 - mmengine - INFO - Epoch(train) [67][200/782] lr: 4.0000e-03 eta: 1 day, 0:41:21 time: 0.4222 data_time: 0.0019 memory: 2279 loss: 0.4740 loss_cls: 0.1857 loss_bbox: 0.2883 2023/06/06 08:25:21 - mmengine - INFO - Epoch(train) [67][250/782] lr: 4.0000e-03 eta: 1 day, 0:40:44 time: 0.4169 data_time: 0.0018 memory: 2279 loss: 0.4674 loss_cls: 0.1829 loss_bbox: 0.2845 2023/06/06 08:25:42 - mmengine - INFO - Epoch(train) [67][300/782] lr: 4.0000e-03 eta: 1 day, 0:40:08 time: 0.4209 data_time: 0.0019 memory: 2279 loss: 0.4765 loss_cls: 0.1810 loss_bbox: 0.2955 2023/06/06 08:26:03 - mmengine - INFO - Epoch(train) [67][350/782] lr: 4.0000e-03 eta: 1 day, 0:39:33 time: 0.4223 data_time: 0.0019 memory: 2279 loss: 0.4682 loss_cls: 0.1813 loss_bbox: 0.2869 2023/06/06 08:26:22 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:26:27 - mmengine - INFO - Epoch(train) [67][400/782] lr: 4.0000e-03 eta: 1 day, 0:39:06 time: 0.4712 data_time: 0.0021 memory: 2279 loss: 0.4646 loss_cls: 0.1768 loss_bbox: 0.2878 2023/06/06 08:26:48 - mmengine - INFO - Epoch(train) [67][450/782] lr: 4.0000e-03 eta: 1 day, 0:38:31 time: 0.4250 data_time: 0.0019 memory: 2279 loss: 0.4696 loss_cls: 0.1804 loss_bbox: 0.2892 2023/06/06 08:27:09 - mmengine - INFO - Epoch(train) [67][500/782] lr: 4.0000e-03 eta: 1 day, 0:37:56 time: 0.4239 data_time: 0.0020 memory: 2279 loss: 0.4669 loss_cls: 0.1774 loss_bbox: 0.2895 2023/06/06 08:27:30 - mmengine - INFO - Epoch(train) [67][550/782] lr: 4.0000e-03 eta: 1 day, 0:37:21 time: 0.4243 data_time: 0.0020 memory: 2279 loss: 0.4747 loss_cls: 0.1807 loss_bbox: 0.2940 2023/06/06 08:27:52 - mmengine - INFO - Epoch(train) [67][600/782] lr: 4.0000e-03 eta: 1 day, 0:36:45 time: 0.4210 data_time: 0.0019 memory: 2279 loss: 0.4724 loss_cls: 0.1825 loss_bbox: 0.2898 2023/06/06 08:28:13 - mmengine - INFO - Epoch(train) [67][650/782] lr: 4.0000e-03 eta: 1 day, 0:36:10 time: 0.4229 data_time: 0.0020 memory: 2279 loss: 0.4523 loss_cls: 0.1768 loss_bbox: 0.2755 2023/06/06 08:28:34 - mmengine - INFO - Epoch(train) [67][700/782] lr: 4.0000e-03 eta: 1 day, 0:35:35 time: 0.4248 data_time: 0.0020 memory: 2279 loss: 0.4524 loss_cls: 0.1764 loss_bbox: 0.2760 2023/06/06 08:28:55 - mmengine - INFO - Epoch(train) [67][750/782] lr: 4.0000e-03 eta: 1 day, 0:35:00 time: 0.4248 data_time: 0.0019 memory: 2279 loss: 0.4773 loss_cls: 0.1871 loss_bbox: 0.2902 2023/06/06 08:29:06 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:29:32 - mmengine - INFO - Epoch(train) [68][ 50/782] lr: 4.0000e-03 eta: 1 day, 0:34:10 time: 0.5112 data_time: 0.0191 memory: 2279 loss: 0.4662 loss_cls: 0.1797 loss_bbox: 0.2866 2023/06/06 08:29:54 - mmengine - INFO - Epoch(train) [68][100/782] lr: 4.0000e-03 eta: 1 day, 0:33:36 time: 0.4329 data_time: 0.0019 memory: 2279 loss: 0.4722 loss_cls: 0.1797 loss_bbox: 0.2925 2023/06/06 08:30:15 - mmengine - INFO - Epoch(train) [68][150/782] lr: 4.0000e-03 eta: 1 day, 0:33:01 time: 0.4218 data_time: 0.0020 memory: 2279 loss: 0.4663 loss_cls: 0.1801 loss_bbox: 0.2862 2023/06/06 08:30:36 - mmengine - INFO - Epoch(train) [68][200/782] lr: 4.0000e-03 eta: 1 day, 0:32:25 time: 0.4195 data_time: 0.0019 memory: 2279 loss: 0.4786 loss_cls: 0.1849 loss_bbox: 0.2937 2023/06/06 08:30:57 - mmengine - INFO - Epoch(train) [68][250/782] lr: 4.0000e-03 eta: 1 day, 0:31:50 time: 0.4206 data_time: 0.0019 memory: 2279 loss: 0.4582 loss_cls: 0.1767 loss_bbox: 0.2815 2023/06/06 08:31:18 - mmengine - INFO - Epoch(train) [68][300/782] lr: 4.0000e-03 eta: 1 day, 0:31:14 time: 0.4194 data_time: 0.0019 memory: 2279 loss: 0.4539 loss_cls: 0.1736 loss_bbox: 0.2803 2023/06/06 08:31:39 - mmengine - INFO - Epoch(train) [68][350/782] lr: 4.0000e-03 eta: 1 day, 0:30:39 time: 0.4232 data_time: 0.0019 memory: 2279 loss: 0.4817 loss_cls: 0.1874 loss_bbox: 0.2943 2023/06/06 08:32:00 - mmengine - INFO - Epoch(train) [68][400/782] lr: 4.0000e-03 eta: 1 day, 0:30:05 time: 0.4244 data_time: 0.0019 memory: 2279 loss: 0.4700 loss_cls: 0.1835 loss_bbox: 0.2865 2023/06/06 08:32:22 - mmengine - INFO - Epoch(train) [68][450/782] lr: 4.0000e-03 eta: 1 day, 0:29:31 time: 0.4286 data_time: 0.0019 memory: 2279 loss: 0.4663 loss_cls: 0.1786 loss_bbox: 0.2878 2023/06/06 08:32:43 - mmengine - INFO - Epoch(train) [68][500/782] lr: 4.0000e-03 eta: 1 day, 0:28:55 time: 0.4211 data_time: 0.0019 memory: 2279 loss: 0.4814 loss_cls: 0.1880 loss_bbox: 0.2934 2023/06/06 08:33:04 - mmengine - INFO - Epoch(train) [68][550/782] lr: 4.0000e-03 eta: 1 day, 0:28:20 time: 0.4176 data_time: 0.0020 memory: 2279 loss: 0.4841 loss_cls: 0.1875 loss_bbox: 0.2966 2023/06/06 08:33:25 - mmengine - INFO - Epoch(train) [68][600/782] lr: 4.0000e-03 eta: 1 day, 0:27:45 time: 0.4253 data_time: 0.0019 memory: 2279 loss: 0.4630 loss_cls: 0.1799 loss_bbox: 0.2831 2023/06/06 08:33:27 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:33:46 - mmengine - INFO - Epoch(train) [68][650/782] lr: 4.0000e-03 eta: 1 day, 0:27:10 time: 0.4217 data_time: 0.0020 memory: 2279 loss: 0.4636 loss_cls: 0.1772 loss_bbox: 0.2864 2023/06/06 08:34:07 - mmengine - INFO - Epoch(train) [68][700/782] lr: 4.0000e-03 eta: 1 day, 0:26:35 time: 0.4218 data_time: 0.0020 memory: 2279 loss: 0.4599 loss_cls: 0.1776 loss_bbox: 0.2823 2023/06/06 08:34:28 - mmengine - INFO - Epoch(train) [68][750/782] lr: 4.0000e-03 eta: 1 day, 0:25:59 time: 0.4181 data_time: 0.0020 memory: 2279 loss: 0.4592 loss_cls: 0.1750 loss_bbox: 0.2842 2023/06/06 08:34:40 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:35:10 - mmengine - INFO - Epoch(train) [69][ 50/782] lr: 4.0000e-03 eta: 1 day, 0:25:29 time: 0.6187 data_time: 0.0190 memory: 2279 loss: 0.4810 loss_cls: 0.1841 loss_bbox: 0.2969 2023/06/06 08:35:34 - mmengine - INFO - Epoch(train) [69][100/782] lr: 4.0000e-03 eta: 1 day, 0:25:01 time: 0.4640 data_time: 0.0019 memory: 2279 loss: 0.4671 loss_cls: 0.1792 loss_bbox: 0.2879 2023/06/06 08:35:55 - mmengine - INFO - Epoch(train) [69][150/782] lr: 4.0000e-03 eta: 1 day, 0:24:28 time: 0.4307 data_time: 0.0021 memory: 2279 loss: 0.4694 loss_cls: 0.1845 loss_bbox: 0.2849 2023/06/06 08:36:17 - mmengine - INFO - Epoch(train) [69][200/782] lr: 4.0000e-03 eta: 1 day, 0:23:54 time: 0.4264 data_time: 0.0021 memory: 2279 loss: 0.4455 loss_cls: 0.1698 loss_bbox: 0.2757 2023/06/06 08:36:38 - mmengine - INFO - Epoch(train) [69][250/782] lr: 4.0000e-03 eta: 1 day, 0:23:20 time: 0.4282 data_time: 0.0019 memory: 2279 loss: 0.4842 loss_cls: 0.1917 loss_bbox: 0.2925 2023/06/06 08:36:59 - mmengine - INFO - Epoch(train) [69][300/782] lr: 4.0000e-03 eta: 1 day, 0:22:45 time: 0.4243 data_time: 0.0020 memory: 2279 loss: 0.4612 loss_cls: 0.1771 loss_bbox: 0.2841 2023/06/06 08:37:20 - mmengine - INFO - Epoch(train) [69][350/782] lr: 4.0000e-03 eta: 1 day, 0:22:11 time: 0.4223 data_time: 0.0020 memory: 2279 loss: 0.4527 loss_cls: 0.1742 loss_bbox: 0.2785 2023/06/06 08:37:42 - mmengine - INFO - Epoch(train) [69][400/782] lr: 4.0000e-03 eta: 1 day, 0:21:37 time: 0.4293 data_time: 0.0019 memory: 2279 loss: 0.4581 loss_cls: 0.1767 loss_bbox: 0.2814 2023/06/06 08:38:03 - mmengine - INFO - Epoch(train) [69][450/782] lr: 4.0000e-03 eta: 1 day, 0:21:04 time: 0.4298 data_time: 0.0020 memory: 2279 loss: 0.4782 loss_cls: 0.1843 loss_bbox: 0.2938 2023/06/06 08:38:24 - mmengine - INFO - Epoch(train) [69][500/782] lr: 4.0000e-03 eta: 1 day, 0:20:29 time: 0.4222 data_time: 0.0019 memory: 2279 loss: 0.4601 loss_cls: 0.1742 loss_bbox: 0.2859 2023/06/06 08:38:46 - mmengine - INFO - Epoch(train) [69][550/782] lr: 4.0000e-03 eta: 1 day, 0:19:55 time: 0.4287 data_time: 0.0020 memory: 2279 loss: 0.4582 loss_cls: 0.1747 loss_bbox: 0.2835 2023/06/06 08:39:07 - mmengine - INFO - Epoch(train) [69][600/782] lr: 4.0000e-03 eta: 1 day, 0:19:22 time: 0.4315 data_time: 0.0093 memory: 2279 loss: 0.4686 loss_cls: 0.1811 loss_bbox: 0.2875 2023/06/06 08:39:29 - mmengine - INFO - Epoch(train) [69][650/782] lr: 4.0000e-03 eta: 1 day, 0:18:47 time: 0.4218 data_time: 0.0020 memory: 2279 loss: 0.4766 loss_cls: 0.1866 loss_bbox: 0.2900 2023/06/06 08:39:50 - mmengine - INFO - Epoch(train) [69][700/782] lr: 4.0000e-03 eta: 1 day, 0:18:14 time: 0.4268 data_time: 0.0019 memory: 2279 loss: 0.4680 loss_cls: 0.1815 loss_bbox: 0.2865 2023/06/06 08:40:11 - mmengine - INFO - Epoch(train) [69][750/782] lr: 4.0000e-03 eta: 1 day, 0:17:41 time: 0.4309 data_time: 0.0019 memory: 2279 loss: 0.4678 loss_cls: 0.1797 loss_bbox: 0.2881 2023/06/06 08:40:23 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:40:43 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:40:46 - mmengine - INFO - Epoch(train) [70][ 50/782] lr: 4.0000e-03 eta: 1 day, 0:16:44 time: 0.4654 data_time: 0.0289 memory: 2279 loss: 0.4654 loss_cls: 0.1767 loss_bbox: 0.2887 2023/06/06 08:41:07 - mmengine - INFO - Epoch(train) [70][100/782] lr: 4.0000e-03 eta: 1 day, 0:16:10 time: 0.4227 data_time: 0.0019 memory: 2279 loss: 0.4607 loss_cls: 0.1761 loss_bbox: 0.2846 2023/06/06 08:41:30 - mmengine - INFO - Epoch(train) [70][150/782] lr: 4.0000e-03 eta: 1 day, 0:15:39 time: 0.4436 data_time: 0.0019 memory: 2279 loss: 0.4839 loss_cls: 0.1906 loss_bbox: 0.2934 2023/06/06 08:41:51 - mmengine - INFO - Epoch(train) [70][200/782] lr: 4.0000e-03 eta: 1 day, 0:15:05 time: 0.4242 data_time: 0.0020 memory: 2279 loss: 0.4745 loss_cls: 0.1857 loss_bbox: 0.2888 2023/06/06 08:42:12 - mmengine - INFO - Epoch(train) [70][250/782] lr: 4.0000e-03 eta: 1 day, 0:14:31 time: 0.4270 data_time: 0.0020 memory: 2279 loss: 0.4580 loss_cls: 0.1778 loss_bbox: 0.2802 2023/06/06 08:42:33 - mmengine - INFO - Epoch(train) [70][300/782] lr: 4.0000e-03 eta: 1 day, 0:13:57 time: 0.4217 data_time: 0.0023 memory: 2279 loss: 0.4592 loss_cls: 0.1799 loss_bbox: 0.2794 2023/06/06 08:42:55 - mmengine - INFO - Epoch(train) [70][350/782] lr: 4.0000e-03 eta: 1 day, 0:13:24 time: 0.4289 data_time: 0.0022 memory: 2279 loss: 0.4642 loss_cls: 0.1802 loss_bbox: 0.2840 2023/06/06 08:43:16 - mmengine - INFO - Epoch(train) [70][400/782] lr: 4.0000e-03 eta: 1 day, 0:12:49 time: 0.4203 data_time: 0.0020 memory: 2279 loss: 0.4706 loss_cls: 0.1836 loss_bbox: 0.2871 2023/06/06 08:43:46 - mmengine - INFO - Epoch(train) [70][450/782] lr: 4.0000e-03 eta: 1 day, 0:12:44 time: 0.5985 data_time: 0.0021 memory: 2279 loss: 0.4612 loss_cls: 0.1788 loss_bbox: 0.2824 2023/06/06 08:44:07 - mmengine - INFO - Epoch(train) [70][500/782] lr: 4.0000e-03 eta: 1 day, 0:12:09 time: 0.4219 data_time: 0.0020 memory: 2279 loss: 0.4640 loss_cls: 0.1765 loss_bbox: 0.2875 2023/06/06 08:44:31 - mmengine - INFO - Epoch(train) [70][550/782] lr: 4.0000e-03 eta: 1 day, 0:11:46 time: 0.4903 data_time: 0.0689 memory: 2279 loss: 0.4683 loss_cls: 0.1854 loss_bbox: 0.2829 2023/06/06 08:44:52 - mmengine - INFO - Epoch(train) [70][600/782] lr: 4.0000e-03 eta: 1 day, 0:11:12 time: 0.4212 data_time: 0.0021 memory: 2279 loss: 0.4617 loss_cls: 0.1716 loss_bbox: 0.2901 2023/06/06 08:45:13 - mmengine - INFO - Epoch(train) [70][650/782] lr: 4.0000e-03 eta: 1 day, 0:10:37 time: 0.4189 data_time: 0.0019 memory: 2279 loss: 0.4814 loss_cls: 0.1826 loss_bbox: 0.2988 2023/06/06 08:45:34 - mmengine - INFO - Epoch(train) [70][700/782] lr: 4.0000e-03 eta: 1 day, 0:10:02 time: 0.4171 data_time: 0.0019 memory: 2279 loss: 0.4644 loss_cls: 0.1775 loss_bbox: 0.2870 2023/06/06 08:45:55 - mmengine - INFO - Epoch(train) [70][750/782] lr: 4.0000e-03 eta: 1 day, 0:09:27 time: 0.4210 data_time: 0.0019 memory: 2279 loss: 0.4788 loss_cls: 0.1887 loss_bbox: 0.2901 2023/06/06 08:46:07 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:46:07 - mmengine - INFO - Saving checkpoint at 70 epochs 2023/06/06 08:46:16 - mmengine - INFO - Evaluating bbox... 2023/06/06 08:46:17 - mmengine - INFO - bbox_mAP_copypaste: 0.744 0.977 0.843 0.359 0.558 0.773 2023/06/06 08:46:17 - mmengine - INFO - Epoch(val) [70][43/43] coco/bbox_mAP: 0.7440 coco/bbox_mAP_50: 0.9770 coco/bbox_mAP_75: 0.8430 coco/bbox_mAP_s: 0.3590 coco/bbox_mAP_m: 0.5580 coco/bbox_mAP_l: 0.7730 data_time: 0.0316 time: 0.0590 2023/06/06 08:46:40 - mmengine - INFO - Epoch(train) [71][ 50/782] lr: 4.0000e-03 eta: 1 day, 0:08:32 time: 0.4620 data_time: 0.0407 memory: 2279 loss: 0.4838 loss_cls: 0.1856 loss_bbox: 0.2982 2023/06/06 08:47:01 - mmengine - INFO - Epoch(train) [71][100/782] lr: 4.0000e-03 eta: 1 day, 0:07:57 time: 0.4194 data_time: 0.0018 memory: 2279 loss: 0.4597 loss_cls: 0.1785 loss_bbox: 0.2811 2023/06/06 08:47:22 - mmengine - INFO - Epoch(train) [71][150/782] lr: 4.0000e-03 eta: 1 day, 0:07:24 time: 0.4275 data_time: 0.0020 memory: 2279 loss: 0.4521 loss_cls: 0.1715 loss_bbox: 0.2807 2023/06/06 08:47:43 - mmengine - INFO - Epoch(train) [71][200/782] lr: 4.0000e-03 eta: 1 day, 0:06:49 time: 0.4132 data_time: 0.0019 memory: 2279 loss: 0.4710 loss_cls: 0.1809 loss_bbox: 0.2901 2023/06/06 08:48:04 - mmengine - INFO - Epoch(train) [71][250/782] lr: 4.0000e-03 eta: 1 day, 0:06:14 time: 0.4184 data_time: 0.0019 memory: 2279 loss: 0.4656 loss_cls: 0.1754 loss_bbox: 0.2902 2023/06/06 08:48:08 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:48:25 - mmengine - INFO - Epoch(train) [71][300/782] lr: 4.0000e-03 eta: 1 day, 0:05:39 time: 0.4199 data_time: 0.0019 memory: 2279 loss: 0.4527 loss_cls: 0.1707 loss_bbox: 0.2821 2023/06/06 08:48:50 - mmengine - INFO - Epoch(train) [71][350/782] lr: 4.0000e-03 eta: 1 day, 0:05:18 time: 0.4996 data_time: 0.0019 memory: 2279 loss: 0.4612 loss_cls: 0.1755 loss_bbox: 0.2857 2023/06/06 08:49:11 - mmengine - INFO - Epoch(train) [71][400/782] lr: 4.0000e-03 eta: 1 day, 0:04:44 time: 0.4241 data_time: 0.0019 memory: 2279 loss: 0.4710 loss_cls: 0.1823 loss_bbox: 0.2888 2023/06/06 08:49:38 - mmengine - INFO - Epoch(train) [71][450/782] lr: 4.0000e-03 eta: 1 day, 0:04:30 time: 0.5445 data_time: 0.0020 memory: 2279 loss: 0.4742 loss_cls: 0.1831 loss_bbox: 0.2911 2023/06/06 08:49:59 - mmengine - INFO - Epoch(train) [71][500/782] lr: 4.0000e-03 eta: 1 day, 0:03:55 time: 0.4196 data_time: 0.0019 memory: 2279 loss: 0.4689 loss_cls: 0.1843 loss_bbox: 0.2846 2023/06/06 08:50:20 - mmengine - INFO - Epoch(train) [71][550/782] lr: 4.0000e-03 eta: 1 day, 0:03:21 time: 0.4190 data_time: 0.0020 memory: 2279 loss: 0.4714 loss_cls: 0.1799 loss_bbox: 0.2915 2023/06/06 08:50:42 - mmengine - INFO - Epoch(train) [71][600/782] lr: 4.0000e-03 eta: 1 day, 0:02:50 time: 0.4390 data_time: 0.0019 memory: 2279 loss: 0.4592 loss_cls: 0.1780 loss_bbox: 0.2812 2023/06/06 08:51:04 - mmengine - INFO - Epoch(train) [71][650/782] lr: 4.0000e-03 eta: 1 day, 0:02:16 time: 0.4250 data_time: 0.0019 memory: 2279 loss: 0.4737 loss_cls: 0.1831 loss_bbox: 0.2905 2023/06/06 08:51:25 - mmengine - INFO - Epoch(train) [71][700/782] lr: 4.0000e-03 eta: 1 day, 0:01:43 time: 0.4244 data_time: 0.0019 memory: 2279 loss: 0.4606 loss_cls: 0.1777 loss_bbox: 0.2829 2023/06/06 08:51:46 - mmengine - INFO - Epoch(train) [71][750/782] lr: 4.0000e-03 eta: 1 day, 0:01:08 time: 0.4208 data_time: 0.0019 memory: 2279 loss: 0.4675 loss_cls: 0.1815 loss_bbox: 0.2860 2023/06/06 08:51:59 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:52:23 - mmengine - INFO - Epoch(train) [72][ 50/782] lr: 4.0000e-03 eta: 1 day, 0:00:20 time: 0.4673 data_time: 0.0133 memory: 2279 loss: 0.4828 loss_cls: 0.1905 loss_bbox: 0.2923 2023/06/06 08:52:44 - mmengine - INFO - Epoch(train) [72][100/782] lr: 4.0000e-03 eta: 23:59:46 time: 0.4207 data_time: 0.0019 memory: 2279 loss: 0.4652 loss_cls: 0.1843 loss_bbox: 0.2809 2023/06/06 08:53:05 - mmengine - INFO - Epoch(train) [72][150/782] lr: 4.0000e-03 eta: 23:59:12 time: 0.4224 data_time: 0.0019 memory: 2279 loss: 0.4659 loss_cls: 0.1790 loss_bbox: 0.2870 2023/06/06 08:53:29 - mmengine - INFO - Epoch(train) [72][200/782] lr: 4.0000e-03 eta: 23:58:47 time: 0.4777 data_time: 0.0019 memory: 2279 loss: 0.4520 loss_cls: 0.1718 loss_bbox: 0.2802 2023/06/06 08:53:50 - mmengine - INFO - Epoch(train) [72][250/782] lr: 4.0000e-03 eta: 23:58:13 time: 0.4236 data_time: 0.0019 memory: 2279 loss: 0.4689 loss_cls: 0.1794 loss_bbox: 0.2895 2023/06/06 08:54:22 - mmengine - INFO - Epoch(train) [72][300/782] lr: 4.0000e-03 eta: 23:58:15 time: 0.6404 data_time: 0.0018 memory: 2279 loss: 0.4638 loss_cls: 0.1798 loss_bbox: 0.2841 2023/06/06 08:54:43 - mmengine - INFO - Epoch(train) [72][350/782] lr: 4.0000e-03 eta: 23:57:41 time: 0.4240 data_time: 0.0019 memory: 2279 loss: 0.4586 loss_cls: 0.1809 loss_bbox: 0.2777 2023/06/06 08:55:04 - mmengine - INFO - Epoch(train) [72][400/782] lr: 4.0000e-03 eta: 23:57:07 time: 0.4231 data_time: 0.0019 memory: 2279 loss: 0.4747 loss_cls: 0.1833 loss_bbox: 0.2915 2023/06/06 08:55:25 - mmengine - INFO - Epoch(train) [72][450/782] lr: 4.0000e-03 eta: 23:56:33 time: 0.4193 data_time: 0.0019 memory: 2279 loss: 0.4670 loss_cls: 0.1845 loss_bbox: 0.2825 2023/06/06 08:55:37 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:55:47 - mmengine - INFO - Epoch(train) [72][500/782] lr: 4.0000e-03 eta: 23:55:59 time: 0.4213 data_time: 0.0020 memory: 2279 loss: 0.4674 loss_cls: 0.1816 loss_bbox: 0.2858 2023/06/06 08:56:07 - mmengine - INFO - Epoch(train) [72][550/782] lr: 4.0000e-03 eta: 23:55:25 time: 0.4193 data_time: 0.0019 memory: 2279 loss: 0.4788 loss_cls: 0.1891 loss_bbox: 0.2897 2023/06/06 08:56:29 - mmengine - INFO - Epoch(train) [72][600/782] lr: 4.0000e-03 eta: 23:54:51 time: 0.4205 data_time: 0.0019 memory: 2279 loss: 0.4640 loss_cls: 0.1772 loss_bbox: 0.2868 2023/06/06 08:56:49 - mmengine - INFO - Epoch(train) [72][650/782] lr: 4.0000e-03 eta: 23:54:17 time: 0.4187 data_time: 0.0019 memory: 2279 loss: 0.4725 loss_cls: 0.1813 loss_bbox: 0.2912 2023/06/06 08:57:11 - mmengine - INFO - Epoch(train) [72][700/782] lr: 4.0000e-03 eta: 23:53:45 time: 0.4304 data_time: 0.0020 memory: 2279 loss: 0.4697 loss_cls: 0.1821 loss_bbox: 0.2876 2023/06/06 08:57:52 - mmengine - INFO - Epoch(train) [72][750/782] lr: 4.0000e-03 eta: 23:54:13 time: 0.8112 data_time: 0.0020 memory: 2279 loss: 0.4731 loss_cls: 0.1836 loss_bbox: 0.2896 2023/06/06 08:58:03 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 08:58:26 - mmengine - INFO - Epoch(train) [73][ 50/782] lr: 4.0000e-03 eta: 23:53:17 time: 0.4567 data_time: 0.0164 memory: 2279 loss: 0.4597 loss_cls: 0.1750 loss_bbox: 0.2846 2023/06/06 08:58:47 - mmengine - INFO - Epoch(train) [73][100/782] lr: 4.0000e-03 eta: 23:52:43 time: 0.4205 data_time: 0.0019 memory: 2279 loss: 0.4716 loss_cls: 0.1853 loss_bbox: 0.2863 2023/06/06 08:59:23 - mmengine - INFO - Epoch(train) [73][150/782] lr: 4.0000e-03 eta: 23:52:55 time: 0.7142 data_time: 0.0019 memory: 2279 loss: 0.4665 loss_cls: 0.1780 loss_bbox: 0.2885 2023/06/06 08:59:45 - mmengine - INFO - Epoch(train) [73][200/782] lr: 4.0000e-03 eta: 23:52:26 time: 0.4490 data_time: 0.0019 memory: 2279 loss: 0.4528 loss_cls: 0.1755 loss_bbox: 0.2773 2023/06/06 09:00:06 - mmengine - INFO - Epoch(train) [73][250/782] lr: 4.0000e-03 eta: 23:51:52 time: 0.4227 data_time: 0.0019 memory: 2279 loss: 0.4576 loss_cls: 0.1786 loss_bbox: 0.2790 2023/06/06 09:00:27 - mmengine - INFO - Epoch(train) [73][300/782] lr: 4.0000e-03 eta: 23:51:18 time: 0.4176 data_time: 0.0019 memory: 2279 loss: 0.4427 loss_cls: 0.1670 loss_bbox: 0.2757 2023/06/06 09:00:48 - mmengine - INFO - Epoch(train) [73][350/782] lr: 4.0000e-03 eta: 23:50:45 time: 0.4242 data_time: 0.0019 memory: 2279 loss: 0.4635 loss_cls: 0.1772 loss_bbox: 0.2863 2023/06/06 09:01:21 - mmengine - INFO - Epoch(train) [73][400/782] lr: 4.0000e-03 eta: 23:50:47 time: 0.6525 data_time: 0.0019 memory: 2279 loss: 0.4665 loss_cls: 0.1817 loss_bbox: 0.2847 2023/06/06 09:01:51 - mmengine - INFO - Epoch(train) [73][450/782] lr: 4.0000e-03 eta: 23:50:41 time: 0.5965 data_time: 0.0018 memory: 2279 loss: 0.4668 loss_cls: 0.1801 loss_bbox: 0.2866 2023/06/06 09:02:12 - mmengine - INFO - Epoch(train) [73][500/782] lr: 4.0000e-03 eta: 23:50:07 time: 0.4207 data_time: 0.0019 memory: 2279 loss: 0.4703 loss_cls: 0.1847 loss_bbox: 0.2856 2023/06/06 09:02:33 - mmengine - INFO - Epoch(train) [73][550/782] lr: 4.0000e-03 eta: 23:49:33 time: 0.4171 data_time: 0.0018 memory: 2279 loss: 0.4816 loss_cls: 0.1874 loss_bbox: 0.2942 2023/06/06 09:02:54 - mmengine - INFO - Epoch(train) [73][600/782] lr: 4.0000e-03 eta: 23:49:00 time: 0.4270 data_time: 0.0018 memory: 2279 loss: 0.4669 loss_cls: 0.1788 loss_bbox: 0.2880 2023/06/06 09:03:15 - mmengine - INFO - Epoch(train) [73][650/782] lr: 4.0000e-03 eta: 23:48:27 time: 0.4248 data_time: 0.0019 memory: 2279 loss: 0.4486 loss_cls: 0.1728 loss_bbox: 0.2758 2023/06/06 09:03:39 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:03:41 - mmengine - INFO - Epoch(train) [73][700/782] lr: 4.0000e-03 eta: 23:48:07 time: 0.5098 data_time: 0.0019 memory: 2279 loss: 0.4661 loss_cls: 0.1797 loss_bbox: 0.2864 2023/06/06 09:04:03 - mmengine - INFO - Epoch(train) [73][750/782] lr: 4.0000e-03 eta: 23:47:35 time: 0.4316 data_time: 0.0019 memory: 2279 loss: 0.4511 loss_cls: 0.1724 loss_bbox: 0.2787 2023/06/06 09:04:14 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:04:37 - mmengine - INFO - Epoch(train) [74][ 50/782] lr: 4.0000e-03 eta: 23:46:41 time: 0.4671 data_time: 0.0164 memory: 2279 loss: 0.4838 loss_cls: 0.1886 loss_bbox: 0.2953 2023/06/06 09:05:30 - mmengine - INFO - Epoch(train) [74][100/782] lr: 4.0000e-03 eta: 23:47:46 time: 1.0579 data_time: 0.0019 memory: 2279 loss: 0.4635 loss_cls: 0.1781 loss_bbox: 0.2854 2023/06/06 09:05:52 - mmengine - INFO - Epoch(train) [74][150/782] lr: 4.0000e-03 eta: 23:47:13 time: 0.4253 data_time: 0.0019 memory: 2279 loss: 0.4733 loss_cls: 0.1831 loss_bbox: 0.2902 2023/06/06 09:06:13 - mmengine - INFO - Epoch(train) [74][200/782] lr: 4.0000e-03 eta: 23:46:39 time: 0.4207 data_time: 0.0018 memory: 2279 loss: 0.4736 loss_cls: 0.1828 loss_bbox: 0.2908 2023/06/06 09:06:34 - mmengine - INFO - Epoch(train) [74][250/782] lr: 4.0000e-03 eta: 23:46:06 time: 0.4268 data_time: 0.0019 memory: 2279 loss: 0.4644 loss_cls: 0.1790 loss_bbox: 0.2853 2023/06/06 09:06:55 - mmengine - INFO - Epoch(train) [74][300/782] lr: 4.0000e-03 eta: 23:45:33 time: 0.4216 data_time: 0.0019 memory: 2279 loss: 0.4682 loss_cls: 0.1788 loss_bbox: 0.2894 2023/06/06 09:07:17 - mmengine - INFO - Epoch(train) [74][350/782] lr: 4.0000e-03 eta: 23:45:01 time: 0.4315 data_time: 0.0019 memory: 2279 loss: 0.4603 loss_cls: 0.1778 loss_bbox: 0.2825 2023/06/06 09:07:38 - mmengine - INFO - Epoch(train) [74][400/782] lr: 4.0000e-03 eta: 23:44:27 time: 0.4229 data_time: 0.0019 memory: 2279 loss: 0.4591 loss_cls: 0.1759 loss_bbox: 0.2831 2023/06/06 09:07:59 - mmengine - INFO - Epoch(train) [74][450/782] lr: 4.0000e-03 eta: 23:43:54 time: 0.4224 data_time: 0.0018 memory: 2279 loss: 0.4476 loss_cls: 0.1724 loss_bbox: 0.2752 2023/06/06 09:08:20 - mmengine - INFO - Epoch(train) [74][500/782] lr: 4.0000e-03 eta: 23:43:20 time: 0.4182 data_time: 0.0020 memory: 2279 loss: 0.4805 loss_cls: 0.1880 loss_bbox: 0.2925 2023/06/06 09:08:41 - mmengine - INFO - Epoch(train) [74][550/782] lr: 4.0000e-03 eta: 23:42:48 time: 0.4303 data_time: 0.0019 memory: 2279 loss: 0.4658 loss_cls: 0.1821 loss_bbox: 0.2836 2023/06/06 09:09:03 - mmengine - INFO - Epoch(train) [74][600/782] lr: 4.0000e-03 eta: 23:42:16 time: 0.4310 data_time: 0.0019 memory: 2279 loss: 0.4597 loss_cls: 0.1751 loss_bbox: 0.2846 2023/06/06 09:09:24 - mmengine - INFO - Epoch(train) [74][650/782] lr: 4.0000e-03 eta: 23:41:42 time: 0.4190 data_time: 0.0020 memory: 2279 loss: 0.4684 loss_cls: 0.1814 loss_bbox: 0.2871 2023/06/06 09:09:46 - mmengine - INFO - Epoch(train) [74][700/782] lr: 4.0000e-03 eta: 23:41:10 time: 0.4307 data_time: 0.0019 memory: 2279 loss: 0.4640 loss_cls: 0.1811 loss_bbox: 0.2828 2023/06/06 09:10:11 - mmengine - INFO - Epoch(train) [74][750/782] lr: 4.0000e-03 eta: 23:40:49 time: 0.5020 data_time: 0.0236 memory: 2279 loss: 0.4548 loss_cls: 0.1740 loss_bbox: 0.2807 2023/06/06 09:10:22 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:10:57 - mmengine - INFO - Epoch(train) [75][ 50/782] lr: 4.0000e-03 eta: 23:40:30 time: 0.6893 data_time: 0.0163 memory: 2279 loss: 0.4603 loss_cls: 0.1767 loss_bbox: 0.2836 2023/06/06 09:11:23 - mmengine - INFO - Epoch(train) [75][100/782] lr: 4.0000e-03 eta: 23:40:13 time: 0.5279 data_time: 0.0019 memory: 2279 loss: 0.4652 loss_cls: 0.1779 loss_bbox: 0.2872 2023/06/06 09:11:40 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:11:47 - mmengine - INFO - Epoch(train) [75][150/782] lr: 4.0000e-03 eta: 23:39:47 time: 0.4716 data_time: 0.0565 memory: 2279 loss: 0.4689 loss_cls: 0.1831 loss_bbox: 0.2858 2023/06/06 09:12:14 - mmengine - INFO - Epoch(train) [75][200/782] lr: 4.0000e-03 eta: 23:39:31 time: 0.5357 data_time: 0.0018 memory: 2279 loss: 0.4445 loss_cls: 0.1654 loss_bbox: 0.2791 2023/06/06 09:12:35 - mmengine - INFO - Epoch(train) [75][250/782] lr: 4.0000e-03 eta: 23:38:57 time: 0.4197 data_time: 0.0018 memory: 2279 loss: 0.4640 loss_cls: 0.1757 loss_bbox: 0.2883 2023/06/06 09:12:57 - mmengine - INFO - Epoch(train) [75][300/782] lr: 4.0000e-03 eta: 23:38:27 time: 0.4397 data_time: 0.0019 memory: 2279 loss: 0.4698 loss_cls: 0.1780 loss_bbox: 0.2918 2023/06/06 09:13:23 - mmengine - INFO - Epoch(train) [75][350/782] lr: 4.0000e-03 eta: 23:38:10 time: 0.5302 data_time: 0.0018 memory: 2279 loss: 0.4577 loss_cls: 0.1722 loss_bbox: 0.2856 2023/06/06 09:13:46 - mmengine - INFO - Epoch(train) [75][400/782] lr: 4.0000e-03 eta: 23:37:42 time: 0.4551 data_time: 0.0018 memory: 2279 loss: 0.4560 loss_cls: 0.1764 loss_bbox: 0.2796 2023/06/06 09:14:14 - mmengine - INFO - Epoch(train) [75][450/782] lr: 4.0000e-03 eta: 23:37:29 time: 0.5584 data_time: 0.0019 memory: 2279 loss: 0.4766 loss_cls: 0.1841 loss_bbox: 0.2925 2023/06/06 09:14:38 - mmengine - INFO - Epoch(train) [75][500/782] lr: 4.0000e-03 eta: 23:37:05 time: 0.4859 data_time: 0.0705 memory: 2279 loss: 0.4720 loss_cls: 0.1825 loss_bbox: 0.2894 2023/06/06 09:14:59 - mmengine - INFO - Epoch(train) [75][550/782] lr: 4.0000e-03 eta: 23:36:32 time: 0.4238 data_time: 0.0019 memory: 2279 loss: 0.4561 loss_cls: 0.1727 loss_bbox: 0.2834 2023/06/06 09:15:23 - mmengine - INFO - Epoch(train) [75][600/782] lr: 4.0000e-03 eta: 23:36:08 time: 0.4807 data_time: 0.0018 memory: 2279 loss: 0.4698 loss_cls: 0.1826 loss_bbox: 0.2872 2023/06/06 09:15:51 - mmengine - INFO - Epoch(train) [75][650/782] lr: 4.0000e-03 eta: 23:35:54 time: 0.5483 data_time: 0.0156 memory: 2279 loss: 0.4647 loss_cls: 0.1798 loss_bbox: 0.2849 2023/06/06 09:16:12 - mmengine - INFO - Epoch(train) [75][700/782] lr: 4.0000e-03 eta: 23:35:20 time: 0.4160 data_time: 0.0019 memory: 2279 loss: 0.4765 loss_cls: 0.1843 loss_bbox: 0.2922 2023/06/06 09:16:33 - mmengine - INFO - Epoch(train) [75][750/782] lr: 4.0000e-03 eta: 23:34:46 time: 0.4213 data_time: 0.0019 memory: 2279 loss: 0.4543 loss_cls: 0.1725 loss_bbox: 0.2818 2023/06/06 09:16:44 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:17:15 - mmengine - INFO - Epoch(train) [76][ 50/782] lr: 4.0000e-03 eta: 23:34:13 time: 0.6057 data_time: 0.0314 memory: 2279 loss: 0.4709 loss_cls: 0.1820 loss_bbox: 0.2889 2023/06/06 09:17:36 - mmengine - INFO - Epoch(train) [76][100/782] lr: 4.0000e-03 eta: 23:33:40 time: 0.4223 data_time: 0.0019 memory: 2279 loss: 0.4564 loss_cls: 0.1757 loss_bbox: 0.2807 2023/06/06 09:18:05 - mmengine - INFO - Epoch(train) [76][150/782] lr: 4.0000e-03 eta: 23:33:33 time: 0.5949 data_time: 0.0018 memory: 2279 loss: 0.4799 loss_cls: 0.1881 loss_bbox: 0.2918 2023/06/06 09:18:35 - mmengine - INFO - Epoch(train) [76][200/782] lr: 4.0000e-03 eta: 23:33:26 time: 0.6016 data_time: 0.0018 memory: 2279 loss: 0.4718 loss_cls: 0.1842 loss_bbox: 0.2876 2023/06/06 09:19:05 - mmengine - INFO - Epoch(train) [76][250/782] lr: 4.0000e-03 eta: 23:33:17 time: 0.5803 data_time: 0.0018 memory: 2279 loss: 0.4596 loss_cls: 0.1807 loss_bbox: 0.2790 2023/06/06 09:19:34 - mmengine - INFO - Epoch(train) [76][300/782] lr: 4.0000e-03 eta: 23:33:09 time: 0.5887 data_time: 0.0018 memory: 2279 loss: 0.4440 loss_cls: 0.1700 loss_bbox: 0.2740 2023/06/06 09:19:58 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:19:58 - mmengine - INFO - Epoch(train) [76][350/782] lr: 4.0000e-03 eta: 23:32:45 time: 0.4880 data_time: 0.0018 memory: 2279 loss: 0.4682 loss_cls: 0.1813 loss_bbox: 0.2869 2023/06/06 09:20:21 - mmengine - INFO - Epoch(train) [76][400/782] lr: 4.0000e-03 eta: 23:32:17 time: 0.4539 data_time: 0.0361 memory: 2279 loss: 0.4684 loss_cls: 0.1839 loss_bbox: 0.2845 2023/06/06 09:20:42 - mmengine - INFO - Epoch(train) [76][450/782] lr: 4.0000e-03 eta: 23:31:43 time: 0.4206 data_time: 0.0018 memory: 2279 loss: 0.4575 loss_cls: 0.1737 loss_bbox: 0.2838 2023/06/06 09:21:03 - mmengine - INFO - Epoch(train) [76][500/782] lr: 4.0000e-03 eta: 23:31:10 time: 0.4223 data_time: 0.0018 memory: 2279 loss: 0.4457 loss_cls: 0.1694 loss_bbox: 0.2763 2023/06/06 09:21:31 - mmengine - INFO - Epoch(train) [76][550/782] lr: 4.0000e-03 eta: 23:30:56 time: 0.5494 data_time: 0.0017 memory: 2279 loss: 0.4612 loss_cls: 0.1715 loss_bbox: 0.2897 2023/06/06 09:21:52 - mmengine - INFO - Epoch(train) [76][600/782] lr: 4.0000e-03 eta: 23:30:23 time: 0.4220 data_time: 0.0018 memory: 2279 loss: 0.4626 loss_cls: 0.1769 loss_bbox: 0.2857 2023/06/06 09:22:18 - mmengine - INFO - Epoch(train) [76][650/782] lr: 4.0000e-03 eta: 23:30:05 time: 0.5229 data_time: 0.0870 memory: 2279 loss: 0.4778 loss_cls: 0.1841 loss_bbox: 0.2937 2023/06/06 09:22:46 - mmengine - INFO - Epoch(train) [76][700/782] lr: 4.0000e-03 eta: 23:29:52 time: 0.5619 data_time: 0.0018 memory: 2279 loss: 0.4605 loss_cls: 0.1760 loss_bbox: 0.2845 2023/06/06 09:23:10 - mmengine - INFO - Epoch(train) [76][750/782] lr: 4.0000e-03 eta: 23:29:28 time: 0.4779 data_time: 0.0018 memory: 2279 loss: 0.4687 loss_cls: 0.1833 loss_bbox: 0.2855 2023/06/06 09:23:30 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:24:01 - mmengine - INFO - Epoch(train) [77][ 50/782] lr: 4.0000e-03 eta: 23:29:23 time: 0.6274 data_time: 0.0469 memory: 2279 loss: 0.4508 loss_cls: 0.1731 loss_bbox: 0.2777 2023/06/06 09:24:30 - mmengine - INFO - Epoch(train) [77][100/782] lr: 4.0000e-03 eta: 23:29:11 time: 0.5689 data_time: 0.0851 memory: 2279 loss: 0.4825 loss_cls: 0.1883 loss_bbox: 0.2942 2023/06/06 09:24:52 - mmengine - INFO - Epoch(train) [77][150/782] lr: 4.0000e-03 eta: 23:28:41 time: 0.4443 data_time: 0.0019 memory: 2279 loss: 0.4677 loss_cls: 0.1788 loss_bbox: 0.2889 2023/06/06 09:25:15 - mmengine - INFO - Epoch(train) [77][200/782] lr: 4.0000e-03 eta: 23:28:14 time: 0.4594 data_time: 0.0018 memory: 2279 loss: 0.4697 loss_cls: 0.1798 loss_bbox: 0.2899 2023/06/06 09:25:40 - mmengine - INFO - Epoch(train) [77][250/782] lr: 4.0000e-03 eta: 23:27:53 time: 0.5043 data_time: 0.0018 memory: 2279 loss: 0.4632 loss_cls: 0.1817 loss_bbox: 0.2815 2023/06/06 09:26:03 - mmengine - INFO - Epoch(train) [77][300/782] lr: 4.0000e-03 eta: 23:27:24 time: 0.4516 data_time: 0.0019 memory: 2279 loss: 0.4585 loss_cls: 0.1762 loss_bbox: 0.2824 2023/06/06 09:26:31 - mmengine - INFO - Epoch(train) [77][350/782] lr: 4.0000e-03 eta: 23:27:10 time: 0.5559 data_time: 0.0416 memory: 2279 loss: 0.4714 loss_cls: 0.1790 loss_bbox: 0.2925 2023/06/06 09:26:55 - mmengine - INFO - Epoch(train) [77][400/782] lr: 4.0000e-03 eta: 23:26:46 time: 0.4834 data_time: 0.0018 memory: 2279 loss: 0.4599 loss_cls: 0.1778 loss_bbox: 0.2821 2023/06/06 09:27:23 - mmengine - INFO - Epoch(train) [77][450/782] lr: 4.0000e-03 eta: 23:26:35 time: 0.5672 data_time: 0.0018 memory: 2279 loss: 0.4597 loss_cls: 0.1740 loss_bbox: 0.2857 2023/06/06 09:27:44 - mmengine - INFO - Epoch(train) [77][500/782] lr: 4.0000e-03 eta: 23:26:02 time: 0.4231 data_time: 0.0019 memory: 2279 loss: 0.4604 loss_cls: 0.1780 loss_bbox: 0.2824 2023/06/06 09:28:10 - mmengine - INFO - Epoch(train) [77][550/782] lr: 4.0000e-03 eta: 23:25:43 time: 0.5184 data_time: 0.0020 memory: 2279 loss: 0.4600 loss_cls: 0.1760 loss_bbox: 0.2840 2023/06/06 09:28:18 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:28:31 - mmengine - INFO - Epoch(train) [77][600/782] lr: 4.0000e-03 eta: 23:25:09 time: 0.4189 data_time: 0.0019 memory: 2279 loss: 0.4660 loss_cls: 0.1843 loss_bbox: 0.2817 2023/06/06 09:29:07 - mmengine - INFO - Epoch(train) [77][650/782] lr: 4.0000e-03 eta: 23:25:19 time: 0.7188 data_time: 0.0021 memory: 2279 loss: 0.4649 loss_cls: 0.1794 loss_bbox: 0.2855 2023/06/06 09:29:38 - mmengine - INFO - Epoch(train) [77][700/782] lr: 4.0000e-03 eta: 23:25:13 time: 0.6070 data_time: 0.0020 memory: 2279 loss: 0.4670 loss_cls: 0.1785 loss_bbox: 0.2885 2023/06/06 09:29:59 - mmengine - INFO - Epoch(train) [77][750/782] lr: 4.0000e-03 eta: 23:24:41 time: 0.4274 data_time: 0.0020 memory: 2279 loss: 0.4656 loss_cls: 0.1779 loss_bbox: 0.2877 2023/06/06 09:30:20 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:30:47 - mmengine - INFO - Epoch(train) [78][ 50/782] lr: 4.0000e-03 eta: 23:24:25 time: 0.5423 data_time: 0.0172 memory: 2279 loss: 0.4680 loss_cls: 0.1811 loss_bbox: 0.2868 2023/06/06 09:31:12 - mmengine - INFO - Epoch(train) [78][100/782] lr: 4.0000e-03 eta: 23:24:03 time: 0.4997 data_time: 0.0019 memory: 2279 loss: 0.4637 loss_cls: 0.1775 loss_bbox: 0.2862 2023/06/06 09:31:33 - mmengine - INFO - Epoch(train) [78][150/782] lr: 4.0000e-03 eta: 23:23:30 time: 0.4232 data_time: 0.0019 memory: 2279 loss: 0.4555 loss_cls: 0.1750 loss_bbox: 0.2804 2023/06/06 09:32:00 - mmengine - INFO - Epoch(train) [78][200/782] lr: 4.0000e-03 eta: 23:23:14 time: 0.5377 data_time: 0.0019 memory: 2279 loss: 0.4613 loss_cls: 0.1774 loss_bbox: 0.2839 2023/06/06 09:32:23 - mmengine - INFO - Epoch(train) [78][250/782] lr: 4.0000e-03 eta: 23:22:47 time: 0.4663 data_time: 0.0400 memory: 2279 loss: 0.4703 loss_cls: 0.1782 loss_bbox: 0.2922 2023/06/06 09:32:48 - mmengine - INFO - Epoch(train) [78][300/782] lr: 4.0000e-03 eta: 23:22:25 time: 0.5010 data_time: 0.0020 memory: 2279 loss: 0.4610 loss_cls: 0.1752 loss_bbox: 0.2858 2023/06/06 09:33:09 - mmengine - INFO - Epoch(train) [78][350/782] lr: 4.0000e-03 eta: 23:21:52 time: 0.4216 data_time: 0.0019 memory: 2279 loss: 0.4749 loss_cls: 0.1881 loss_bbox: 0.2868 2023/06/06 09:33:42 - mmengine - INFO - Epoch(train) [78][400/782] lr: 4.0000e-03 eta: 23:21:51 time: 0.6451 data_time: 0.0020 memory: 2279 loss: 0.4628 loss_cls: 0.1752 loss_bbox: 0.2875 2023/06/06 09:34:03 - mmengine - INFO - Epoch(train) [78][450/782] lr: 4.0000e-03 eta: 23:21:19 time: 0.4293 data_time: 0.0020 memory: 2279 loss: 0.4605 loss_cls: 0.1757 loss_bbox: 0.2849 2023/06/06 09:34:27 - mmengine - INFO - Epoch(train) [78][500/782] lr: 4.0000e-03 eta: 23:20:56 time: 0.4865 data_time: 0.0241 memory: 2279 loss: 0.4666 loss_cls: 0.1820 loss_bbox: 0.2846 2023/06/06 09:34:51 - mmengine - INFO - Epoch(train) [78][550/782] lr: 4.0000e-03 eta: 23:20:31 time: 0.4811 data_time: 0.0020 memory: 2279 loss: 0.4618 loss_cls: 0.1744 loss_bbox: 0.2873 2023/06/06 09:35:14 - mmengine - INFO - Epoch(train) [78][600/782] lr: 4.0000e-03 eta: 23:20:03 time: 0.4562 data_time: 0.0019 memory: 2279 loss: 0.4778 loss_cls: 0.1855 loss_bbox: 0.2923 2023/06/06 09:35:35 - mmengine - INFO - Epoch(train) [78][650/782] lr: 4.0000e-03 eta: 23:19:30 time: 0.4171 data_time: 0.0019 memory: 2279 loss: 0.4502 loss_cls: 0.1724 loss_bbox: 0.2778 2023/06/06 09:36:00 - mmengine - INFO - Epoch(train) [78][700/782] lr: 4.0000e-03 eta: 23:19:06 time: 0.4900 data_time: 0.0020 memory: 2279 loss: 0.4672 loss_cls: 0.1796 loss_bbox: 0.2875 2023/06/06 09:36:28 - mmengine - INFO - Epoch(train) [78][750/782] lr: 4.0000e-03 eta: 23:18:54 time: 0.5672 data_time: 0.0020 memory: 2279 loss: 0.4783 loss_cls: 0.1822 loss_bbox: 0.2961 2023/06/06 09:36:41 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:36:45 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:37:04 - mmengine - INFO - Epoch(train) [79][ 50/782] lr: 4.0000e-03 eta: 23:18:05 time: 0.4576 data_time: 0.0190 memory: 2279 loss: 0.4837 loss_cls: 0.1902 loss_bbox: 0.2935 2023/06/06 09:37:26 - mmengine - INFO - Epoch(train) [79][100/782] lr: 4.0000e-03 eta: 23:17:33 time: 0.4247 data_time: 0.0019 memory: 2279 loss: 0.4668 loss_cls: 0.1772 loss_bbox: 0.2896 2023/06/06 09:37:47 - mmengine - INFO - Epoch(train) [79][150/782] lr: 4.0000e-03 eta: 23:17:00 time: 0.4249 data_time: 0.0019 memory: 2279 loss: 0.4557 loss_cls: 0.1750 loss_bbox: 0.2807 2023/06/06 09:38:08 - mmengine - INFO - Epoch(train) [79][200/782] lr: 4.0000e-03 eta: 23:16:28 time: 0.4242 data_time: 0.0019 memory: 2279 loss: 0.4611 loss_cls: 0.1796 loss_bbox: 0.2815 2023/06/06 09:38:29 - mmengine - INFO - Epoch(train) [79][250/782] lr: 4.0000e-03 eta: 23:15:56 time: 0.4279 data_time: 0.0019 memory: 2279 loss: 0.4572 loss_cls: 0.1769 loss_bbox: 0.2804 2023/06/06 09:38:50 - mmengine - INFO - Epoch(train) [79][300/782] lr: 4.0000e-03 eta: 23:15:22 time: 0.4126 data_time: 0.0019 memory: 2279 loss: 0.4509 loss_cls: 0.1740 loss_bbox: 0.2770 2023/06/06 09:39:11 - mmengine - INFO - Epoch(train) [79][350/782] lr: 4.0000e-03 eta: 23:14:49 time: 0.4206 data_time: 0.0019 memory: 2279 loss: 0.4466 loss_cls: 0.1679 loss_bbox: 0.2788 2023/06/06 09:39:32 - mmengine - INFO - Epoch(train) [79][400/782] lr: 4.0000e-03 eta: 23:14:16 time: 0.4218 data_time: 0.0020 memory: 2279 loss: 0.4804 loss_cls: 0.1851 loss_bbox: 0.2954 2023/06/06 09:39:54 - mmengine - INFO - Epoch(train) [79][450/782] lr: 4.0000e-03 eta: 23:13:43 time: 0.4252 data_time: 0.0019 memory: 2279 loss: 0.4618 loss_cls: 0.1778 loss_bbox: 0.2840 2023/06/06 09:40:15 - mmengine - INFO - Epoch(train) [79][500/782] lr: 4.0000e-03 eta: 23:13:11 time: 0.4204 data_time: 0.0019 memory: 2279 loss: 0.4568 loss_cls: 0.1732 loss_bbox: 0.2837 2023/06/06 09:40:39 - mmengine - INFO - Epoch(train) [79][550/782] lr: 4.0000e-03 eta: 23:12:48 time: 0.4916 data_time: 0.0019 memory: 2279 loss: 0.4755 loss_cls: 0.1850 loss_bbox: 0.2905 2023/06/06 09:41:00 - mmengine - INFO - Epoch(train) [79][600/782] lr: 4.0000e-03 eta: 23:12:14 time: 0.4171 data_time: 0.0020 memory: 2279 loss: 0.4688 loss_cls: 0.1786 loss_bbox: 0.2902 2023/06/06 09:41:21 - mmengine - INFO - Epoch(train) [79][650/782] lr: 4.0000e-03 eta: 23:11:41 time: 0.4203 data_time: 0.0019 memory: 2279 loss: 0.4496 loss_cls: 0.1738 loss_bbox: 0.2758 2023/06/06 09:41:47 - mmengine - INFO - Epoch(train) [79][700/782] lr: 4.0000e-03 eta: 23:11:23 time: 0.5213 data_time: 0.0020 memory: 2279 loss: 0.4780 loss_cls: 0.1831 loss_bbox: 0.2949 2023/06/06 09:42:10 - mmengine - INFO - Epoch(train) [79][750/782] lr: 4.0000e-03 eta: 23:10:55 time: 0.4589 data_time: 0.0019 memory: 2279 loss: 0.4565 loss_cls: 0.1788 loss_bbox: 0.2777 2023/06/06 09:42:22 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:42:49 - mmengine - INFO - Epoch(train) [80][ 50/782] lr: 4.0000e-03 eta: 23:10:14 time: 0.5526 data_time: 0.0238 memory: 2279 loss: 0.4705 loss_cls: 0.1815 loss_bbox: 0.2890 2023/06/06 09:43:10 - mmengine - INFO - Epoch(train) [80][100/782] lr: 4.0000e-03 eta: 23:09:41 time: 0.4206 data_time: 0.0019 memory: 2279 loss: 0.4566 loss_cls: 0.1765 loss_bbox: 0.2801 2023/06/06 09:43:31 - mmengine - INFO - Epoch(train) [80][150/782] lr: 4.0000e-03 eta: 23:09:08 time: 0.4176 data_time: 0.0019 memory: 2279 loss: 0.4578 loss_cls: 0.1747 loss_bbox: 0.2830 2023/06/06 09:43:53 - mmengine - INFO - Epoch(train) [80][200/782] lr: 4.0000e-03 eta: 23:08:36 time: 0.4266 data_time: 0.0019 memory: 2279 loss: 0.4558 loss_cls: 0.1718 loss_bbox: 0.2840 2023/06/06 09:44:02 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:44:15 - mmengine - INFO - Epoch(train) [80][250/782] lr: 4.0000e-03 eta: 23:08:09 time: 0.4577 data_time: 0.0020 memory: 2279 loss: 0.4703 loss_cls: 0.1810 loss_bbox: 0.2893 2023/06/06 09:44:38 - mmengine - INFO - Epoch(train) [80][300/782] lr: 4.0000e-03 eta: 23:07:39 time: 0.4438 data_time: 0.0384 memory: 2279 loss: 0.4660 loss_cls: 0.1750 loss_bbox: 0.2910 2023/06/06 09:44:58 - mmengine - INFO - Epoch(train) [80][350/782] lr: 4.0000e-03 eta: 23:07:05 time: 0.4133 data_time: 0.0019 memory: 2279 loss: 0.4546 loss_cls: 0.1737 loss_bbox: 0.2809 2023/06/06 09:45:20 - mmengine - INFO - Epoch(train) [80][400/782] lr: 4.0000e-03 eta: 23:06:34 time: 0.4280 data_time: 0.0020 memory: 2279 loss: 0.4642 loss_cls: 0.1831 loss_bbox: 0.2811 2023/06/06 09:45:41 - mmengine - INFO - Epoch(train) [80][450/782] lr: 4.0000e-03 eta: 23:06:01 time: 0.4227 data_time: 0.0019 memory: 2279 loss: 0.4610 loss_cls: 0.1807 loss_bbox: 0.2803 2023/06/06 09:46:08 - mmengine - INFO - Epoch(train) [80][500/782] lr: 4.0000e-03 eta: 23:05:45 time: 0.5406 data_time: 0.0020 memory: 2279 loss: 0.4724 loss_cls: 0.1876 loss_bbox: 0.2848 2023/06/06 09:46:29 - mmengine - INFO - Epoch(train) [80][550/782] lr: 4.0000e-03 eta: 23:05:13 time: 0.4204 data_time: 0.0019 memory: 2279 loss: 0.4751 loss_cls: 0.1845 loss_bbox: 0.2906 2023/06/06 09:46:50 - mmengine - INFO - Epoch(train) [80][600/782] lr: 4.0000e-03 eta: 23:04:39 time: 0.4178 data_time: 0.0019 memory: 2279 loss: 0.4542 loss_cls: 0.1724 loss_bbox: 0.2818 2023/06/06 09:47:12 - mmengine - INFO - Epoch(train) [80][650/782] lr: 4.0000e-03 eta: 23:04:09 time: 0.4342 data_time: 0.0019 memory: 2279 loss: 0.4567 loss_cls: 0.1744 loss_bbox: 0.2823 2023/06/06 09:47:33 - mmengine - INFO - Epoch(train) [80][700/782] lr: 4.0000e-03 eta: 23:03:37 time: 0.4295 data_time: 0.0159 memory: 2279 loss: 0.4629 loss_cls: 0.1769 loss_bbox: 0.2860 2023/06/06 09:47:54 - mmengine - INFO - Epoch(train) [80][750/782] lr: 4.0000e-03 eta: 23:03:04 time: 0.4138 data_time: 0.0020 memory: 2279 loss: 0.4822 loss_cls: 0.1831 loss_bbox: 0.2991 2023/06/06 09:48:14 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:48:14 - mmengine - INFO - Saving checkpoint at 80 epochs 2023/06/06 09:48:19 - mmengine - INFO - Evaluating bbox... 2023/06/06 09:48:20 - mmengine - INFO - bbox_mAP_copypaste: 0.745 0.979 0.856 0.404 0.575 0.770 2023/06/06 09:48:20 - mmengine - INFO - Epoch(val) [80][43/43] coco/bbox_mAP: 0.7450 coco/bbox_mAP_50: 0.9790 coco/bbox_mAP_75: 0.8560 coco/bbox_mAP_s: 0.4040 coco/bbox_mAP_m: 0.5750 coco/bbox_mAP_l: 0.7700 data_time: 0.0305 time: 0.0572 2023/06/06 09:48:43 - mmengine - INFO - Epoch(train) [81][ 50/782] lr: 4.0000e-03 eta: 23:02:34 time: 0.4576 data_time: 0.0150 memory: 2279 loss: 0.4559 loss_cls: 0.1770 loss_bbox: 0.2789 2023/06/06 09:49:04 - mmengine - INFO - Epoch(train) [81][100/782] lr: 4.0000e-03 eta: 23:02:01 time: 0.4121 data_time: 0.0018 memory: 2279 loss: 0.4634 loss_cls: 0.1789 loss_bbox: 0.2846 2023/06/06 09:49:24 - mmengine - INFO - Epoch(train) [81][150/782] lr: 4.0000e-03 eta: 23:01:27 time: 0.4159 data_time: 0.0020 memory: 2279 loss: 0.4574 loss_cls: 0.1747 loss_bbox: 0.2828 2023/06/06 09:49:45 - mmengine - INFO - Epoch(train) [81][200/782] lr: 4.0000e-03 eta: 23:00:55 time: 0.4183 data_time: 0.0019 memory: 2279 loss: 0.4740 loss_cls: 0.1834 loss_bbox: 0.2906 2023/06/06 09:50:13 - mmengine - INFO - Epoch(train) [81][250/782] lr: 4.0000e-03 eta: 23:00:41 time: 0.5561 data_time: 0.0019 memory: 2279 loss: 0.4625 loss_cls: 0.1773 loss_bbox: 0.2852 2023/06/06 09:50:34 - mmengine - INFO - Epoch(train) [81][300/782] lr: 4.0000e-03 eta: 23:00:08 time: 0.4196 data_time: 0.0019 memory: 2279 loss: 0.4561 loss_cls: 0.1740 loss_bbox: 0.2821 2023/06/06 09:50:55 - mmengine - INFO - Epoch(train) [81][350/782] lr: 4.0000e-03 eta: 22:59:35 time: 0.4175 data_time: 0.0019 memory: 2279 loss: 0.4614 loss_cls: 0.1796 loss_bbox: 0.2818 2023/06/06 09:51:16 - mmengine - INFO - Epoch(train) [81][400/782] lr: 4.0000e-03 eta: 22:59:03 time: 0.4275 data_time: 0.0019 memory: 2279 loss: 0.4708 loss_cls: 0.1788 loss_bbox: 0.2921 2023/06/06 09:51:33 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:51:38 - mmengine - INFO - Epoch(train) [81][450/782] lr: 4.0000e-03 eta: 22:58:31 time: 0.4234 data_time: 0.0019 memory: 2279 loss: 0.4595 loss_cls: 0.1787 loss_bbox: 0.2808 2023/06/06 09:52:11 - mmengine - INFO - Epoch(train) [81][500/782] lr: 4.0000e-03 eta: 22:58:32 time: 0.6651 data_time: 0.0019 memory: 2279 loss: 0.4712 loss_cls: 0.1848 loss_bbox: 0.2864 2023/06/06 09:52:32 - mmengine - INFO - Epoch(train) [81][550/782] lr: 4.0000e-03 eta: 22:58:00 time: 0.4254 data_time: 0.0019 memory: 2279 loss: 0.4494 loss_cls: 0.1718 loss_bbox: 0.2776 2023/06/06 09:52:53 - mmengine - INFO - Epoch(train) [81][600/782] lr: 4.0000e-03 eta: 22:57:28 time: 0.4197 data_time: 0.0019 memory: 2279 loss: 0.4681 loss_cls: 0.1788 loss_bbox: 0.2893 2023/06/06 09:53:14 - mmengine - INFO - Epoch(train) [81][650/782] lr: 4.0000e-03 eta: 22:56:54 time: 0.4136 data_time: 0.0019 memory: 2279 loss: 0.4607 loss_cls: 0.1763 loss_bbox: 0.2845 2023/06/06 09:53:35 - mmengine - INFO - Epoch(train) [81][700/782] lr: 4.0000e-03 eta: 22:56:22 time: 0.4192 data_time: 0.0019 memory: 2279 loss: 0.4618 loss_cls: 0.1745 loss_bbox: 0.2873 2023/06/06 09:53:56 - mmengine - INFO - Epoch(train) [81][750/782] lr: 4.0000e-03 eta: 22:55:49 time: 0.4164 data_time: 0.0019 memory: 2279 loss: 0.4546 loss_cls: 0.1761 loss_bbox: 0.2785 2023/06/06 09:54:07 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:54:37 - mmengine - INFO - Epoch(train) [82][ 50/782] lr: 4.0000e-03 eta: 22:55:15 time: 0.6017 data_time: 0.0144 memory: 2279 loss: 0.4591 loss_cls: 0.1805 loss_bbox: 0.2786 2023/06/06 09:55:08 - mmengine - INFO - Epoch(train) [82][100/782] lr: 4.0000e-03 eta: 22:55:09 time: 0.6199 data_time: 0.0018 memory: 2279 loss: 0.4481 loss_cls: 0.1736 loss_bbox: 0.2745 2023/06/06 09:55:29 - mmengine - INFO - Epoch(train) [82][150/782] lr: 4.0000e-03 eta: 22:54:37 time: 0.4203 data_time: 0.0020 memory: 2279 loss: 0.4596 loss_cls: 0.1773 loss_bbox: 0.2823 2023/06/06 09:55:50 - mmengine - INFO - Epoch(train) [82][200/782] lr: 4.0000e-03 eta: 22:54:05 time: 0.4205 data_time: 0.0018 memory: 2279 loss: 0.4702 loss_cls: 0.1811 loss_bbox: 0.2891 2023/06/06 09:56:11 - mmengine - INFO - Epoch(train) [82][250/782] lr: 4.0000e-03 eta: 22:53:32 time: 0.4219 data_time: 0.0019 memory: 2279 loss: 0.4636 loss_cls: 0.1776 loss_bbox: 0.2860 2023/06/06 09:56:33 - mmengine - INFO - Epoch(train) [82][300/782] lr: 4.0000e-03 eta: 22:53:01 time: 0.4291 data_time: 0.0018 memory: 2279 loss: 0.4709 loss_cls: 0.1819 loss_bbox: 0.2890 2023/06/06 09:56:54 - mmengine - INFO - Epoch(train) [82][350/782] lr: 4.0000e-03 eta: 22:52:28 time: 0.4173 data_time: 0.0019 memory: 2279 loss: 0.4454 loss_cls: 0.1718 loss_bbox: 0.2736 2023/06/06 09:57:15 - mmengine - INFO - Epoch(train) [82][400/782] lr: 4.0000e-03 eta: 22:51:56 time: 0.4225 data_time: 0.0018 memory: 2279 loss: 0.4455 loss_cls: 0.1704 loss_bbox: 0.2751 2023/06/06 09:57:40 - mmengine - INFO - Epoch(train) [82][450/782] lr: 4.0000e-03 eta: 22:51:34 time: 0.4950 data_time: 0.0781 memory: 2279 loss: 0.4707 loss_cls: 0.1840 loss_bbox: 0.2866 2023/06/06 09:58:01 - mmengine - INFO - Epoch(train) [82][500/782] lr: 4.0000e-03 eta: 22:51:02 time: 0.4217 data_time: 0.0019 memory: 2279 loss: 0.4757 loss_cls: 0.1868 loss_bbox: 0.2889 2023/06/06 09:58:22 - mmengine - INFO - Epoch(train) [82][550/782] lr: 4.0000e-03 eta: 22:50:30 time: 0.4195 data_time: 0.0019 memory: 2279 loss: 0.4594 loss_cls: 0.1742 loss_bbox: 0.2852 2023/06/06 09:58:46 - mmengine - INFO - Epoch(train) [82][600/782] lr: 4.0000e-03 eta: 22:50:05 time: 0.4749 data_time: 0.0600 memory: 2279 loss: 0.4538 loss_cls: 0.1745 loss_bbox: 0.2793 2023/06/06 09:59:08 - mmengine - INFO - Epoch(train) [82][650/782] lr: 4.0000e-03 eta: 22:49:37 time: 0.4584 data_time: 0.0019 memory: 2279 loss: 0.4633 loss_cls: 0.1818 loss_bbox: 0.2815 2023/06/06 09:59:12 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 09:59:29 - mmengine - INFO - Epoch(train) [82][700/782] lr: 4.0000e-03 eta: 22:49:05 time: 0.4176 data_time: 0.0019 memory: 2279 loss: 0.4716 loss_cls: 0.1826 loss_bbox: 0.2890 2023/06/06 09:59:56 - mmengine - INFO - Epoch(train) [82][750/782] lr: 4.0000e-03 eta: 22:48:47 time: 0.5262 data_time: 0.0019 memory: 2279 loss: 0.4508 loss_cls: 0.1753 loss_bbox: 0.2755 2023/06/06 10:00:26 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:00:49 - mmengine - INFO - Epoch(train) [83][ 50/782] lr: 4.0000e-03 eta: 22:48:45 time: 0.4622 data_time: 0.0169 memory: 2279 loss: 0.4784 loss_cls: 0.1851 loss_bbox: 0.2933 2023/06/06 10:01:11 - mmengine - INFO - Epoch(train) [83][100/782] lr: 4.0000e-03 eta: 22:48:13 time: 0.4214 data_time: 0.0019 memory: 2279 loss: 0.4537 loss_cls: 0.1733 loss_bbox: 0.2804 2023/06/06 10:01:31 - mmengine - INFO - Epoch(train) [83][150/782] lr: 4.0000e-03 eta: 22:47:40 time: 0.4178 data_time: 0.0019 memory: 2279 loss: 0.4458 loss_cls: 0.1731 loss_bbox: 0.2727 2023/06/06 10:01:53 - mmengine - INFO - Epoch(train) [83][200/782] lr: 4.0000e-03 eta: 22:47:09 time: 0.4253 data_time: 0.0019 memory: 2279 loss: 0.4631 loss_cls: 0.1737 loss_bbox: 0.2895 2023/06/06 10:02:27 - mmengine - INFO - Epoch(train) [83][250/782] lr: 4.0000e-03 eta: 22:47:12 time: 0.6898 data_time: 0.0018 memory: 2279 loss: 0.4745 loss_cls: 0.1761 loss_bbox: 0.2984 2023/06/06 10:02:50 - mmengine - INFO - Epoch(train) [83][300/782] lr: 4.0000e-03 eta: 22:46:44 time: 0.4498 data_time: 0.0019 memory: 2279 loss: 0.4769 loss_cls: 0.1855 loss_bbox: 0.2914 2023/06/06 10:03:10 - mmengine - INFO - Epoch(train) [83][350/782] lr: 4.0000e-03 eta: 22:46:11 time: 0.4149 data_time: 0.0019 memory: 2279 loss: 0.4623 loss_cls: 0.1761 loss_bbox: 0.2863 2023/06/06 10:03:33 - mmengine - INFO - Epoch(train) [83][400/782] lr: 4.0000e-03 eta: 22:45:43 time: 0.4520 data_time: 0.0018 memory: 2279 loss: 0.4537 loss_cls: 0.1781 loss_bbox: 0.2755 2023/06/06 10:03:55 - mmengine - INFO - Epoch(train) [83][450/782] lr: 4.0000e-03 eta: 22:45:13 time: 0.4397 data_time: 0.0019 memory: 2279 loss: 0.4778 loss_cls: 0.1870 loss_bbox: 0.2909 2023/06/06 10:04:16 - mmengine - INFO - Epoch(train) [83][500/782] lr: 4.0000e-03 eta: 22:44:41 time: 0.4233 data_time: 0.0019 memory: 2279 loss: 0.4663 loss_cls: 0.1820 loss_bbox: 0.2843 2023/06/06 10:04:46 - mmengine - INFO - Epoch(train) [83][550/782] lr: 4.0000e-03 eta: 22:44:32 time: 0.5900 data_time: 0.0019 memory: 2279 loss: 0.4668 loss_cls: 0.1794 loss_bbox: 0.2873 2023/06/06 10:05:07 - mmengine - INFO - Epoch(train) [83][600/782] lr: 4.0000e-03 eta: 22:43:59 time: 0.4183 data_time: 0.0019 memory: 2279 loss: 0.4449 loss_cls: 0.1744 loss_bbox: 0.2705 2023/06/06 10:05:28 - mmengine - INFO - Epoch(train) [83][650/782] lr: 4.0000e-03 eta: 22:43:27 time: 0.4171 data_time: 0.0019 memory: 2279 loss: 0.4638 loss_cls: 0.1791 loss_bbox: 0.2848 2023/06/06 10:05:56 - mmengine - INFO - Epoch(train) [83][700/782] lr: 4.0000e-03 eta: 22:43:14 time: 0.5671 data_time: 0.0019 memory: 2279 loss: 0.4705 loss_cls: 0.1791 loss_bbox: 0.2914 2023/06/06 10:06:24 - mmengine - INFO - Epoch(train) [83][750/782] lr: 4.0000e-03 eta: 22:43:00 time: 0.5610 data_time: 0.0727 memory: 2279 loss: 0.4582 loss_cls: 0.1773 loss_bbox: 0.2809 2023/06/06 10:06:36 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:06:59 - mmengine - INFO - Epoch(train) [84][ 50/782] lr: 4.0000e-03 eta: 22:42:09 time: 0.4670 data_time: 0.0225 memory: 2279 loss: 0.4729 loss_cls: 0.1830 loss_bbox: 0.2899 2023/06/06 10:07:18 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:07:21 - mmengine - INFO - Epoch(train) [84][100/782] lr: 4.0000e-03 eta: 22:41:38 time: 0.4307 data_time: 0.0019 memory: 2279 loss: 0.4628 loss_cls: 0.1720 loss_bbox: 0.2908 2023/06/06 10:07:53 - mmengine - INFO - Epoch(train) [84][150/782] lr: 4.0000e-03 eta: 22:41:36 time: 0.6510 data_time: 0.0019 memory: 2279 loss: 0.4755 loss_cls: 0.1852 loss_bbox: 0.2903 2023/06/06 10:08:14 - mmengine - INFO - Epoch(train) [84][200/782] lr: 4.0000e-03 eta: 22:41:03 time: 0.4175 data_time: 0.0019 memory: 2279 loss: 0.4714 loss_cls: 0.1818 loss_bbox: 0.2896 2023/06/06 10:08:35 - mmengine - INFO - Epoch(train) [84][250/782] lr: 4.0000e-03 eta: 22:40:31 time: 0.4183 data_time: 0.0018 memory: 2279 loss: 0.4696 loss_cls: 0.1801 loss_bbox: 0.2895 2023/06/06 10:09:06 - mmengine - INFO - Epoch(train) [84][300/782] lr: 4.0000e-03 eta: 22:40:26 time: 0.6266 data_time: 0.0019 memory: 2279 loss: 0.4668 loss_cls: 0.1801 loss_bbox: 0.2866 2023/06/06 10:09:27 - mmengine - INFO - Epoch(train) [84][350/782] lr: 4.0000e-03 eta: 22:39:53 time: 0.4174 data_time: 0.0020 memory: 2279 loss: 0.4583 loss_cls: 0.1788 loss_bbox: 0.2795 2023/06/06 10:09:58 - mmengine - INFO - Epoch(train) [84][400/782] lr: 4.0000e-03 eta: 22:39:47 time: 0.6222 data_time: 0.2073 memory: 2279 loss: 0.4502 loss_cls: 0.1730 loss_bbox: 0.2772 2023/06/06 10:10:19 - mmengine - INFO - Epoch(train) [84][450/782] lr: 4.0000e-03 eta: 22:39:16 time: 0.4230 data_time: 0.0019 memory: 2279 loss: 0.4550 loss_cls: 0.1740 loss_bbox: 0.2810 2023/06/06 10:10:41 - mmengine - INFO - Epoch(train) [84][500/782] lr: 4.0000e-03 eta: 22:38:44 time: 0.4226 data_time: 0.0018 memory: 2279 loss: 0.4717 loss_cls: 0.1849 loss_bbox: 0.2868 2023/06/06 10:11:02 - mmengine - INFO - Epoch(train) [84][550/782] lr: 4.0000e-03 eta: 22:38:12 time: 0.4204 data_time: 0.0019 memory: 2279 loss: 0.4722 loss_cls: 0.1767 loss_bbox: 0.2956 2023/06/06 10:11:22 - mmengine - INFO - Epoch(train) [84][600/782] lr: 4.0000e-03 eta: 22:37:39 time: 0.4165 data_time: 0.0019 memory: 2279 loss: 0.4698 loss_cls: 0.1805 loss_bbox: 0.2893 2023/06/06 10:11:52 - mmengine - INFO - Epoch(train) [84][650/782] lr: 4.0000e-03 eta: 22:37:28 time: 0.5838 data_time: 0.0019 memory: 2279 loss: 0.4557 loss_cls: 0.1759 loss_bbox: 0.2798 2023/06/06 10:12:13 - mmengine - INFO - Epoch(train) [84][700/782] lr: 4.0000e-03 eta: 22:36:56 time: 0.4174 data_time: 0.0019 memory: 2279 loss: 0.4658 loss_cls: 0.1795 loss_bbox: 0.2863 2023/06/06 10:12:34 - mmengine - INFO - Epoch(train) [84][750/782] lr: 4.0000e-03 eta: 22:36:24 time: 0.4217 data_time: 0.0019 memory: 2279 loss: 0.4612 loss_cls: 0.1777 loss_bbox: 0.2834 2023/06/06 10:12:46 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:13:08 - mmengine - INFO - Epoch(train) [85][ 50/782] lr: 4.0000e-03 eta: 22:35:32 time: 0.4566 data_time: 0.0309 memory: 2279 loss: 0.4545 loss_cls: 0.1705 loss_bbox: 0.2840 2023/06/06 10:13:29 - mmengine - INFO - Epoch(train) [85][100/782] lr: 4.0000e-03 eta: 22:35:00 time: 0.4184 data_time: 0.0019 memory: 2279 loss: 0.4421 loss_cls: 0.1662 loss_bbox: 0.2759 2023/06/06 10:14:11 - mmengine - INFO - Epoch(train) [85][150/782] lr: 4.0000e-03 eta: 22:35:21 time: 0.8351 data_time: 0.0020 memory: 2279 loss: 0.4499 loss_cls: 0.1703 loss_bbox: 0.2796 2023/06/06 10:14:32 - mmengine - INFO - Epoch(train) [85][200/782] lr: 4.0000e-03 eta: 22:34:49 time: 0.4181 data_time: 0.0019 memory: 2279 loss: 0.4655 loss_cls: 0.1750 loss_bbox: 0.2904 2023/06/06 10:14:57 - mmengine - INFO - Epoch(train) [85][250/782] lr: 4.0000e-03 eta: 22:34:28 time: 0.5086 data_time: 0.0019 memory: 2279 loss: 0.4511 loss_cls: 0.1712 loss_bbox: 0.2799 2023/06/06 10:15:18 - mmengine - INFO - Epoch(train) [85][300/782] lr: 4.0000e-03 eta: 22:33:57 time: 0.4203 data_time: 0.0020 memory: 2279 loss: 0.4632 loss_cls: 0.1813 loss_bbox: 0.2819 2023/06/06 10:15:24 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:15:40 - mmengine - INFO - Epoch(train) [85][350/782] lr: 4.0000e-03 eta: 22:33:25 time: 0.4213 data_time: 0.0020 memory: 2279 loss: 0.4532 loss_cls: 0.1693 loss_bbox: 0.2839 2023/06/06 10:16:01 - mmengine - INFO - Epoch(train) [85][400/782] lr: 4.0000e-03 eta: 22:32:54 time: 0.4272 data_time: 0.0019 memory: 2279 loss: 0.4731 loss_cls: 0.1809 loss_bbox: 0.2921 2023/06/06 10:16:22 - mmengine - INFO - Epoch(train) [85][450/782] lr: 4.0000e-03 eta: 22:32:22 time: 0.4235 data_time: 0.0019 memory: 2279 loss: 0.4555 loss_cls: 0.1786 loss_bbox: 0.2768 2023/06/06 10:16:44 - mmengine - INFO - Epoch(train) [85][500/782] lr: 4.0000e-03 eta: 22:31:52 time: 0.4333 data_time: 0.0019 memory: 2279 loss: 0.4745 loss_cls: 0.1853 loss_bbox: 0.2892 2023/06/06 10:17:09 - mmengine - INFO - Epoch(train) [85][550/782] lr: 4.0000e-03 eta: 22:31:30 time: 0.4950 data_time: 0.0798 memory: 2279 loss: 0.4386 loss_cls: 0.1679 loss_bbox: 0.2707 2023/06/06 10:17:30 - mmengine - INFO - Epoch(train) [85][600/782] lr: 4.0000e-03 eta: 22:30:58 time: 0.4202 data_time: 0.0019 memory: 2279 loss: 0.4532 loss_cls: 0.1725 loss_bbox: 0.2807 2023/06/06 10:17:51 - mmengine - INFO - Epoch(train) [85][650/782] lr: 4.0000e-03 eta: 22:30:27 time: 0.4257 data_time: 0.0020 memory: 2279 loss: 0.4450 loss_cls: 0.1637 loss_bbox: 0.2813 2023/06/06 10:18:12 - mmengine - INFO - Epoch(train) [85][700/782] lr: 4.0000e-03 eta: 22:29:54 time: 0.4172 data_time: 0.0019 memory: 2279 loss: 0.4543 loss_cls: 0.1726 loss_bbox: 0.2817 2023/06/06 10:18:33 - mmengine - INFO - Epoch(train) [85][750/782] lr: 4.0000e-03 eta: 22:29:22 time: 0.4168 data_time: 0.0019 memory: 2279 loss: 0.4662 loss_cls: 0.1792 loss_bbox: 0.2870 2023/06/06 10:18:44 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:19:18 - mmengine - INFO - Epoch(train) [86][ 50/782] lr: 4.0000e-03 eta: 22:28:59 time: 0.6880 data_time: 0.0282 memory: 2279 loss: 0.4537 loss_cls: 0.1732 loss_bbox: 0.2804 2023/06/06 10:19:46 - mmengine - INFO - Epoch(train) [86][100/782] lr: 4.0000e-03 eta: 22:28:43 time: 0.5472 data_time: 0.0019 memory: 2279 loss: 0.4645 loss_cls: 0.1760 loss_bbox: 0.2884 2023/06/06 10:20:07 - mmengine - INFO - Epoch(train) [86][150/782] lr: 4.0000e-03 eta: 22:28:11 time: 0.4172 data_time: 0.0019 memory: 2279 loss: 0.4684 loss_cls: 0.1854 loss_bbox: 0.2830 2023/06/06 10:20:28 - mmengine - INFO - Epoch(train) [86][200/782] lr: 4.0000e-03 eta: 22:27:38 time: 0.4174 data_time: 0.0019 memory: 2279 loss: 0.4605 loss_cls: 0.1776 loss_bbox: 0.2829 2023/06/06 10:20:48 - mmengine - INFO - Epoch(train) [86][250/782] lr: 4.0000e-03 eta: 22:27:06 time: 0.4191 data_time: 0.0019 memory: 2279 loss: 0.4519 loss_cls: 0.1744 loss_bbox: 0.2775 2023/06/06 10:21:10 - mmengine - INFO - Epoch(train) [86][300/782] lr: 4.0000e-03 eta: 22:26:35 time: 0.4205 data_time: 0.0019 memory: 2279 loss: 0.4582 loss_cls: 0.1753 loss_bbox: 0.2829 2023/06/06 10:21:34 - mmengine - INFO - Epoch(train) [86][350/782] lr: 4.0000e-03 eta: 22:26:11 time: 0.4870 data_time: 0.0741 memory: 2279 loss: 0.4501 loss_cls: 0.1694 loss_bbox: 0.2808 2023/06/06 10:22:01 - mmengine - INFO - Epoch(train) [86][400/782] lr: 4.0000e-03 eta: 22:25:54 time: 0.5356 data_time: 0.0020 memory: 2279 loss: 0.4591 loss_cls: 0.1761 loss_bbox: 0.2830 2023/06/06 10:22:22 - mmengine - INFO - Epoch(train) [86][450/782] lr: 4.0000e-03 eta: 22:25:23 time: 0.4227 data_time: 0.0019 memory: 2279 loss: 0.4532 loss_cls: 0.1761 loss_bbox: 0.2771 2023/06/06 10:22:43 - mmengine - INFO - Epoch(train) [86][500/782] lr: 4.0000e-03 eta: 22:24:52 time: 0.4257 data_time: 0.0019 memory: 2279 loss: 0.4744 loss_cls: 0.1794 loss_bbox: 0.2950 2023/06/06 10:22:55 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:23:04 - mmengine - INFO - Epoch(train) [86][550/782] lr: 4.0000e-03 eta: 22:24:20 time: 0.4214 data_time: 0.0020 memory: 2279 loss: 0.4583 loss_cls: 0.1796 loss_bbox: 0.2787 2023/06/06 10:23:28 - mmengine - INFO - Epoch(train) [86][600/782] lr: 4.0000e-03 eta: 22:23:55 time: 0.4770 data_time: 0.0021 memory: 2279 loss: 0.4650 loss_cls: 0.1829 loss_bbox: 0.2821 2023/06/06 10:23:49 - mmengine - INFO - Epoch(train) [86][650/782] lr: 4.0000e-03 eta: 22:23:24 time: 0.4199 data_time: 0.0021 memory: 2279 loss: 0.4681 loss_cls: 0.1776 loss_bbox: 0.2904 2023/06/06 10:24:11 - mmengine - INFO - Epoch(train) [86][700/782] lr: 4.0000e-03 eta: 22:22:53 time: 0.4284 data_time: 0.0020 memory: 2279 loss: 0.4772 loss_cls: 0.1899 loss_bbox: 0.2874 2023/06/06 10:24:32 - mmengine - INFO - Epoch(train) [86][750/782] lr: 4.0000e-03 eta: 22:22:21 time: 0.4202 data_time: 0.0020 memory: 2279 loss: 0.4660 loss_cls: 0.1810 loss_bbox: 0.2850 2023/06/06 10:25:14 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:25:48 - mmengine - INFO - Epoch(train) [87][ 50/782] lr: 4.0000e-03 eta: 22:23:13 time: 0.6645 data_time: 0.0318 memory: 2279 loss: 0.4516 loss_cls: 0.1736 loss_bbox: 0.2780 2023/06/06 10:26:13 - mmengine - INFO - Epoch(train) [87][100/782] lr: 4.0000e-03 eta: 22:22:51 time: 0.4971 data_time: 0.0020 memory: 2279 loss: 0.4678 loss_cls: 0.1829 loss_bbox: 0.2848 2023/06/06 10:26:38 - mmengine - INFO - Epoch(train) [87][150/782] lr: 4.0000e-03 eta: 22:22:30 time: 0.5086 data_time: 0.0050 memory: 2279 loss: 0.4555 loss_cls: 0.1765 loss_bbox: 0.2790 2023/06/06 10:27:11 - mmengine - INFO - Epoch(train) [87][200/782] lr: 4.0000e-03 eta: 22:22:29 time: 0.6648 data_time: 0.0020 memory: 2279 loss: 0.4707 loss_cls: 0.1794 loss_bbox: 0.2913 2023/06/06 10:27:50 - mmengine - INFO - Epoch(train) [87][250/782] lr: 4.0000e-03 eta: 22:22:40 time: 0.7714 data_time: 0.0020 memory: 2279 loss: 0.4601 loss_cls: 0.1741 loss_bbox: 0.2860 2023/06/06 10:28:14 - mmengine - INFO - Epoch(train) [87][300/782] lr: 4.0000e-03 eta: 22:22:16 time: 0.4802 data_time: 0.0019 memory: 2279 loss: 0.4707 loss_cls: 0.1840 loss_bbox: 0.2867 2023/06/06 10:28:42 - mmengine - INFO - Epoch(train) [87][350/782] lr: 4.0000e-03 eta: 22:22:02 time: 0.5605 data_time: 0.0020 memory: 2279 loss: 0.4726 loss_cls: 0.1855 loss_bbox: 0.2870 2023/06/06 10:29:03 - mmengine - INFO - Epoch(train) [87][400/782] lr: 4.0000e-03 eta: 22:21:29 time: 0.4134 data_time: 0.0020 memory: 2279 loss: 0.4603 loss_cls: 0.1782 loss_bbox: 0.2821 2023/06/06 10:29:24 - mmengine - INFO - Epoch(train) [87][450/782] lr: 4.0000e-03 eta: 22:20:58 time: 0.4254 data_time: 0.0020 memory: 2279 loss: 0.4561 loss_cls: 0.1777 loss_bbox: 0.2784 2023/06/06 10:29:45 - mmengine - INFO - Epoch(train) [87][500/782] lr: 4.0000e-03 eta: 22:20:26 time: 0.4199 data_time: 0.0020 memory: 2279 loss: 0.4650 loss_cls: 0.1814 loss_bbox: 0.2836 2023/06/06 10:30:06 - mmengine - INFO - Epoch(train) [87][550/782] lr: 4.0000e-03 eta: 22:19:55 time: 0.4219 data_time: 0.0020 memory: 2279 loss: 0.4537 loss_cls: 0.1720 loss_bbox: 0.2817 2023/06/06 10:30:34 - mmengine - INFO - Epoch(train) [87][600/782] lr: 4.0000e-03 eta: 22:19:40 time: 0.5607 data_time: 0.1516 memory: 2279 loss: 0.4560 loss_cls: 0.1756 loss_bbox: 0.2805 2023/06/06 10:30:57 - mmengine - INFO - Epoch(train) [87][650/782] lr: 4.0000e-03 eta: 22:19:13 time: 0.4568 data_time: 0.0454 memory: 2279 loss: 0.4626 loss_cls: 0.1738 loss_bbox: 0.2887 2023/06/06 10:31:19 - mmengine - INFO - Epoch(train) [87][700/782] lr: 4.0000e-03 eta: 22:18:44 time: 0.4378 data_time: 0.0019 memory: 2279 loss: 0.4509 loss_cls: 0.1756 loss_bbox: 0.2753 2023/06/06 10:31:39 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:31:40 - mmengine - INFO - Epoch(train) [87][750/782] lr: 4.0000e-03 eta: 22:18:13 time: 0.4291 data_time: 0.0020 memory: 2279 loss: 0.4703 loss_cls: 0.1798 loss_bbox: 0.2906 2023/06/06 10:31:56 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:32:19 - mmengine - INFO - Epoch(train) [88][ 50/782] lr: 4.0000e-03 eta: 22:17:32 time: 0.4599 data_time: 0.0221 memory: 2279 loss: 0.4837 loss_cls: 0.1892 loss_bbox: 0.2944 2023/06/06 10:32:40 - mmengine - INFO - Epoch(train) [88][100/782] lr: 4.0000e-03 eta: 22:17:00 time: 0.4239 data_time: 0.0020 memory: 2279 loss: 0.4538 loss_cls: 0.1750 loss_bbox: 0.2788 2023/06/06 10:33:02 - mmengine - INFO - Epoch(train) [88][150/782] lr: 4.0000e-03 eta: 22:16:30 time: 0.4305 data_time: 0.0019 memory: 2279 loss: 0.4584 loss_cls: 0.1773 loss_bbox: 0.2811 2023/06/06 10:33:23 - mmengine - INFO - Epoch(train) [88][200/782] lr: 4.0000e-03 eta: 22:15:59 time: 0.4233 data_time: 0.0020 memory: 2279 loss: 0.4643 loss_cls: 0.1774 loss_bbox: 0.2869 2023/06/06 10:33:44 - mmengine - INFO - Epoch(train) [88][250/782] lr: 4.0000e-03 eta: 22:15:27 time: 0.4211 data_time: 0.0020 memory: 2279 loss: 0.4539 loss_cls: 0.1748 loss_bbox: 0.2792 2023/06/06 10:34:05 - mmengine - INFO - Epoch(train) [88][300/782] lr: 4.0000e-03 eta: 22:14:56 time: 0.4233 data_time: 0.0020 memory: 2279 loss: 0.4779 loss_cls: 0.1880 loss_bbox: 0.2899 2023/06/06 10:34:26 - mmengine - INFO - Epoch(train) [88][350/782] lr: 4.0000e-03 eta: 22:14:25 time: 0.4241 data_time: 0.0020 memory: 2279 loss: 0.4564 loss_cls: 0.1747 loss_bbox: 0.2818 2023/06/06 10:34:47 - mmengine - INFO - Epoch(train) [88][400/782] lr: 4.0000e-03 eta: 22:13:53 time: 0.4161 data_time: 0.0019 memory: 2279 loss: 0.4679 loss_cls: 0.1810 loss_bbox: 0.2868 2023/06/06 10:35:08 - mmengine - INFO - Epoch(train) [88][450/782] lr: 4.0000e-03 eta: 22:13:22 time: 0.4240 data_time: 0.0020 memory: 2279 loss: 0.4543 loss_cls: 0.1723 loss_bbox: 0.2820 2023/06/06 10:35:42 - mmengine - INFO - Epoch(train) [88][500/782] lr: 4.0000e-03 eta: 22:13:20 time: 0.6661 data_time: 0.2501 memory: 2279 loss: 0.4510 loss_cls: 0.1741 loss_bbox: 0.2769 2023/06/06 10:36:03 - mmengine - INFO - Epoch(train) [88][550/782] lr: 4.0000e-03 eta: 22:12:49 time: 0.4251 data_time: 0.0020 memory: 2279 loss: 0.4678 loss_cls: 0.1810 loss_bbox: 0.2868 2023/06/06 10:36:25 - mmengine - INFO - Epoch(train) [88][600/782] lr: 4.0000e-03 eta: 22:12:19 time: 0.4299 data_time: 0.0020 memory: 2279 loss: 0.4629 loss_cls: 0.1756 loss_bbox: 0.2873 2023/06/06 10:36:46 - mmengine - INFO - Epoch(train) [88][650/782] lr: 4.0000e-03 eta: 22:11:48 time: 0.4235 data_time: 0.0020 memory: 2279 loss: 0.4678 loss_cls: 0.1806 loss_bbox: 0.2873 2023/06/06 10:37:07 - mmengine - INFO - Epoch(train) [88][700/782] lr: 4.0000e-03 eta: 22:11:16 time: 0.4211 data_time: 0.0019 memory: 2279 loss: 0.4635 loss_cls: 0.1782 loss_bbox: 0.2854 2023/06/06 10:37:28 - mmengine - INFO - Epoch(train) [88][750/782] lr: 4.0000e-03 eta: 22:10:45 time: 0.4235 data_time: 0.0153 memory: 2279 loss: 0.4733 loss_cls: 0.1831 loss_bbox: 0.2901 2023/06/06 10:37:39 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:38:03 - mmengine - INFO - Epoch(train) [89][ 50/782] lr: 4.0000e-03 eta: 22:09:55 time: 0.4686 data_time: 0.0191 memory: 2279 loss: 0.4443 loss_cls: 0.1691 loss_bbox: 0.2752 2023/06/06 10:38:28 - mmengine - INFO - Epoch(train) [89][100/782] lr: 4.0000e-03 eta: 22:09:34 time: 0.5086 data_time: 0.0814 memory: 2279 loss: 0.4576 loss_cls: 0.1749 loss_bbox: 0.2827 2023/06/06 10:38:49 - mmengine - INFO - Epoch(train) [89][150/782] lr: 4.0000e-03 eta: 22:09:02 time: 0.4194 data_time: 0.0019 memory: 2279 loss: 0.4657 loss_cls: 0.1793 loss_bbox: 0.2864 2023/06/06 10:39:04 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:39:10 - mmengine - INFO - Epoch(train) [89][200/782] lr: 4.0000e-03 eta: 22:08:31 time: 0.4189 data_time: 0.0021 memory: 2279 loss: 0.4735 loss_cls: 0.1825 loss_bbox: 0.2909 2023/06/06 10:39:39 - mmengine - INFO - Epoch(train) [89][250/782] lr: 4.0000e-03 eta: 22:08:18 time: 0.5749 data_time: 0.0021 memory: 2279 loss: 0.4676 loss_cls: 0.1773 loss_bbox: 0.2903 2023/06/06 10:40:00 - mmengine - INFO - Epoch(train) [89][300/782] lr: 4.0000e-03 eta: 22:07:47 time: 0.4227 data_time: 0.0021 memory: 2279 loss: 0.4735 loss_cls: 0.1809 loss_bbox: 0.2926 2023/06/06 10:40:24 - mmengine - INFO - Epoch(train) [89][350/782] lr: 4.0000e-03 eta: 22:07:23 time: 0.4821 data_time: 0.0145 memory: 2279 loss: 0.4586 loss_cls: 0.1762 loss_bbox: 0.2824 2023/06/06 10:40:52 - mmengine - INFO - Epoch(train) [89][400/782] lr: 4.0000e-03 eta: 22:07:06 time: 0.5443 data_time: 0.0019 memory: 2279 loss: 0.4389 loss_cls: 0.1675 loss_bbox: 0.2715 2023/06/06 10:41:22 - mmengine - INFO - Epoch(train) [89][450/782] lr: 4.0000e-03 eta: 22:06:57 time: 0.6080 data_time: 0.0019 memory: 2279 loss: 0.4689 loss_cls: 0.1795 loss_bbox: 0.2894 2023/06/06 10:42:10 - mmengine - INFO - Epoch(train) [89][500/782] lr: 4.0000e-03 eta: 22:07:31 time: 0.9689 data_time: 0.0020 memory: 2279 loss: 0.4607 loss_cls: 0.1755 loss_bbox: 0.2853 2023/06/06 10:42:32 - mmengine - INFO - Epoch(train) [89][550/782] lr: 4.0000e-03 eta: 22:07:02 time: 0.4331 data_time: 0.0043 memory: 2279 loss: 0.4645 loss_cls: 0.1791 loss_bbox: 0.2855 2023/06/06 10:42:53 - mmengine - INFO - Epoch(train) [89][600/782] lr: 4.0000e-03 eta: 22:06:31 time: 0.4252 data_time: 0.0018 memory: 2279 loss: 0.4437 loss_cls: 0.1690 loss_bbox: 0.2747 2023/06/06 10:43:15 - mmengine - INFO - Epoch(train) [89][650/782] lr: 4.0000e-03 eta: 22:06:00 time: 0.4239 data_time: 0.0019 memory: 2279 loss: 0.4668 loss_cls: 0.1790 loss_bbox: 0.2878 2023/06/06 10:43:36 - mmengine - INFO - Epoch(train) [89][700/782] lr: 4.0000e-03 eta: 22:05:28 time: 0.4192 data_time: 0.0019 memory: 2279 loss: 0.4558 loss_cls: 0.1741 loss_bbox: 0.2817 2023/06/06 10:43:57 - mmengine - INFO - Epoch(train) [89][750/782] lr: 4.0000e-03 eta: 22:04:59 time: 0.4373 data_time: 0.0018 memory: 2279 loss: 0.4640 loss_cls: 0.1837 loss_bbox: 0.2803 2023/06/06 10:44:31 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:44:54 - mmengine - INFO - Epoch(train) [90][ 50/782] lr: 4.0000e-03 eta: 22:05:01 time: 0.4606 data_time: 0.0153 memory: 2279 loss: 0.4671 loss_cls: 0.1772 loss_bbox: 0.2899 2023/06/06 10:45:19 - mmengine - INFO - Epoch(train) [90][100/782] lr: 4.0000e-03 eta: 22:04:37 time: 0.4819 data_time: 0.0018 memory: 2279 loss: 0.4614 loss_cls: 0.1743 loss_bbox: 0.2870 2023/06/06 10:45:39 - mmengine - INFO - Epoch(train) [90][150/782] lr: 4.0000e-03 eta: 22:04:05 time: 0.4186 data_time: 0.0018 memory: 2279 loss: 0.4599 loss_cls: 0.1800 loss_bbox: 0.2799 2023/06/06 10:46:08 - mmengine - INFO - Epoch(train) [90][200/782] lr: 4.0000e-03 eta: 22:03:52 time: 0.5733 data_time: 0.0018 memory: 2279 loss: 0.4685 loss_cls: 0.1802 loss_bbox: 0.2883 2023/06/06 10:46:29 - mmengine - INFO - Epoch(train) [90][250/782] lr: 4.0000e-03 eta: 22:03:21 time: 0.4240 data_time: 0.0019 memory: 2279 loss: 0.4609 loss_cls: 0.1766 loss_bbox: 0.2842 2023/06/06 10:46:50 - mmengine - INFO - Epoch(train) [90][300/782] lr: 4.0000e-03 eta: 22:02:50 time: 0.4227 data_time: 0.0019 memory: 2279 loss: 0.4572 loss_cls: 0.1778 loss_bbox: 0.2794 2023/06/06 10:47:14 - mmengine - INFO - Epoch(train) [90][350/782] lr: 4.0000e-03 eta: 22:02:23 time: 0.4626 data_time: 0.0019 memory: 2279 loss: 0.4680 loss_cls: 0.1833 loss_bbox: 0.2847 2023/06/06 10:47:35 - mmengine - INFO - Epoch(train) [90][400/782] lr: 4.0000e-03 eta: 22:01:53 time: 0.4283 data_time: 0.0018 memory: 2279 loss: 0.4491 loss_cls: 0.1717 loss_bbox: 0.2774 2023/06/06 10:47:36 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:47:56 - mmengine - INFO - Epoch(train) [90][450/782] lr: 4.0000e-03 eta: 22:01:21 time: 0.4176 data_time: 0.0020 memory: 2279 loss: 0.4676 loss_cls: 0.1777 loss_bbox: 0.2899 2023/06/06 10:48:22 - mmengine - INFO - Epoch(train) [90][500/782] lr: 4.0000e-03 eta: 22:01:03 time: 0.5275 data_time: 0.0019 memory: 2279 loss: 0.4542 loss_cls: 0.1724 loss_bbox: 0.2819 2023/06/06 10:48:55 - mmengine - INFO - Epoch(train) [90][550/782] lr: 4.0000e-03 eta: 22:00:58 time: 0.6497 data_time: 0.0019 memory: 2279 loss: 0.4568 loss_cls: 0.1751 loss_bbox: 0.2817 2023/06/06 10:49:27 - mmengine - INFO - Epoch(train) [90][600/782] lr: 4.0000e-03 eta: 22:00:53 time: 0.6430 data_time: 0.0018 memory: 2279 loss: 0.4532 loss_cls: 0.1742 loss_bbox: 0.2790 2023/06/06 10:49:50 - mmengine - INFO - Epoch(train) [90][650/782] lr: 4.0000e-03 eta: 22:00:27 time: 0.4628 data_time: 0.0018 memory: 2279 loss: 0.4574 loss_cls: 0.1732 loss_bbox: 0.2842 2023/06/06 10:50:11 - mmengine - INFO - Epoch(train) [90][700/782] lr: 4.0000e-03 eta: 21:59:55 time: 0.4149 data_time: 0.0019 memory: 2279 loss: 0.4691 loss_cls: 0.1807 loss_bbox: 0.2884 2023/06/06 10:50:32 - mmengine - INFO - Epoch(train) [90][750/782] lr: 4.0000e-03 eta: 21:59:23 time: 0.4177 data_time: 0.0019 memory: 2279 loss: 0.4505 loss_cls: 0.1742 loss_bbox: 0.2763 2023/06/06 10:50:43 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:50:43 - mmengine - INFO - Saving checkpoint at 90 epochs 2023/06/06 10:50:49 - mmengine - INFO - Evaluating bbox... 2023/06/06 10:50:50 - mmengine - INFO - bbox_mAP_copypaste: 0.734 0.975 0.837 0.447 0.577 0.759 2023/06/06 10:50:51 - mmengine - INFO - Epoch(val) [90][43/43] coco/bbox_mAP: 0.7340 coco/bbox_mAP_50: 0.9750 coco/bbox_mAP_75: 0.8370 coco/bbox_mAP_s: 0.4470 coco/bbox_mAP_m: 0.5770 coco/bbox_mAP_l: 0.7590 data_time: 0.0321 time: 0.0595 2023/06/06 10:51:13 - mmengine - INFO - Epoch(train) [91][ 50/782] lr: 4.0000e-03 eta: 21:58:31 time: 0.4578 data_time: 0.0146 memory: 2279 loss: 0.4505 loss_cls: 0.1735 loss_bbox: 0.2770 2023/06/06 10:51:38 - mmengine - INFO - Epoch(train) [91][100/782] lr: 4.0000e-03 eta: 21:58:08 time: 0.4873 data_time: 0.0018 memory: 2279 loss: 0.4628 loss_cls: 0.1754 loss_bbox: 0.2874 2023/06/06 10:52:16 - mmengine - INFO - Epoch(train) [91][150/782] lr: 4.0000e-03 eta: 21:58:16 time: 0.7624 data_time: 0.3503 memory: 2279 loss: 0.4662 loss_cls: 0.1826 loss_bbox: 0.2836 2023/06/06 10:52:37 - mmengine - INFO - Epoch(train) [91][200/782] lr: 4.0000e-03 eta: 21:57:46 time: 0.4263 data_time: 0.0019 memory: 2279 loss: 0.4700 loss_cls: 0.1825 loss_bbox: 0.2875 2023/06/06 10:53:23 - mmengine - INFO - Epoch(train) [91][250/782] lr: 4.0000e-03 eta: 21:58:12 time: 0.9181 data_time: 0.5038 memory: 2279 loss: 0.4833 loss_cls: 0.1916 loss_bbox: 0.2918 2023/06/06 10:53:44 - mmengine - INFO - Epoch(train) [91][300/782] lr: 4.0000e-03 eta: 21:57:41 time: 0.4246 data_time: 0.0018 memory: 2279 loss: 0.4522 loss_cls: 0.1771 loss_bbox: 0.2751 2023/06/06 10:54:06 - mmengine - INFO - Epoch(train) [91][350/782] lr: 4.0000e-03 eta: 21:57:10 time: 0.4239 data_time: 0.0019 memory: 2279 loss: 0.4488 loss_cls: 0.1696 loss_bbox: 0.2792 2023/06/06 10:54:30 - mmengine - INFO - Epoch(train) [91][400/782] lr: 4.0000e-03 eta: 21:56:46 time: 0.4812 data_time: 0.0092 memory: 2279 loss: 0.4646 loss_cls: 0.1804 loss_bbox: 0.2842 2023/06/06 10:54:51 - mmengine - INFO - Epoch(train) [91][450/782] lr: 4.0000e-03 eta: 21:56:15 time: 0.4229 data_time: 0.0018 memory: 2279 loss: 0.4759 loss_cls: 0.1898 loss_bbox: 0.2861 2023/06/06 10:55:13 - mmengine - INFO - Epoch(train) [91][500/782] lr: 4.0000e-03 eta: 21:55:47 time: 0.4478 data_time: 0.0018 memory: 2279 loss: 0.4646 loss_cls: 0.1781 loss_bbox: 0.2865 2023/06/06 10:55:34 - mmengine - INFO - Epoch(train) [91][550/782] lr: 4.0000e-03 eta: 21:55:15 time: 0.4164 data_time: 0.0018 memory: 2279 loss: 0.4477 loss_cls: 0.1699 loss_bbox: 0.2778 2023/06/06 10:55:59 - mmengine - INFO - Epoch(train) [91][600/782] lr: 4.0000e-03 eta: 21:54:53 time: 0.4938 data_time: 0.0018 memory: 2279 loss: 0.4540 loss_cls: 0.1741 loss_bbox: 0.2799 2023/06/06 10:56:07 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:56:20 - mmengine - INFO - Epoch(train) [91][650/782] lr: 4.0000e-03 eta: 21:54:22 time: 0.4269 data_time: 0.0020 memory: 2279 loss: 0.4737 loss_cls: 0.1817 loss_bbox: 0.2920 2023/06/06 10:56:41 - mmengine - INFO - Epoch(train) [91][700/782] lr: 4.0000e-03 eta: 21:53:51 time: 0.4193 data_time: 0.0018 memory: 2279 loss: 0.4600 loss_cls: 0.1777 loss_bbox: 0.2823 2023/06/06 10:57:05 - mmengine - INFO - Epoch(train) [91][750/782] lr: 4.0000e-03 eta: 21:53:27 time: 0.4855 data_time: 0.0350 memory: 2279 loss: 0.4580 loss_cls: 0.1770 loss_bbox: 0.2810 2023/06/06 10:57:17 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 10:57:45 - mmengine - INFO - Epoch(train) [92][ 50/782] lr: 4.0000e-03 eta: 21:52:47 time: 0.5626 data_time: 0.0207 memory: 2279 loss: 0.4487 loss_cls: 0.1704 loss_bbox: 0.2782 2023/06/06 10:58:06 - mmengine - INFO - Epoch(train) [92][100/782] lr: 4.0000e-03 eta: 21:52:15 time: 0.4148 data_time: 0.0019 memory: 2279 loss: 0.4566 loss_cls: 0.1726 loss_bbox: 0.2840 2023/06/06 10:58:27 - mmengine - INFO - Epoch(train) [92][150/782] lr: 4.0000e-03 eta: 21:51:44 time: 0.4219 data_time: 0.0019 memory: 2279 loss: 0.4510 loss_cls: 0.1720 loss_bbox: 0.2790 2023/06/06 10:58:55 - mmengine - INFO - Epoch(train) [92][200/782] lr: 4.0000e-03 eta: 21:51:29 time: 0.5584 data_time: 0.0019 memory: 2279 loss: 0.4587 loss_cls: 0.1761 loss_bbox: 0.2826 2023/06/06 10:59:18 - mmengine - INFO - Epoch(train) [92][250/782] lr: 4.0000e-03 eta: 21:51:03 time: 0.4616 data_time: 0.0020 memory: 2279 loss: 0.4554 loss_cls: 0.1753 loss_bbox: 0.2802 2023/06/06 10:59:39 - mmengine - INFO - Epoch(train) [92][300/782] lr: 4.0000e-03 eta: 21:50:31 time: 0.4187 data_time: 0.0019 memory: 2279 loss: 0.4628 loss_cls: 0.1783 loss_bbox: 0.2845 2023/06/06 11:00:10 - mmengine - INFO - Epoch(train) [92][350/782] lr: 4.0000e-03 eta: 21:50:23 time: 0.6207 data_time: 0.0019 memory: 2279 loss: 0.4460 loss_cls: 0.1704 loss_bbox: 0.2756 2023/06/06 11:00:34 - mmengine - INFO - Epoch(train) [92][400/782] lr: 4.0000e-03 eta: 21:50:00 time: 0.4920 data_time: 0.0019 memory: 2279 loss: 0.4755 loss_cls: 0.1859 loss_bbox: 0.2895 2023/06/06 11:01:05 - mmengine - INFO - Epoch(train) [92][450/782] lr: 4.0000e-03 eta: 21:49:51 time: 0.6160 data_time: 0.0018 memory: 2279 loss: 0.4465 loss_cls: 0.1696 loss_bbox: 0.2769 2023/06/06 11:01:34 - mmengine - INFO - Epoch(train) [92][500/782] lr: 4.0000e-03 eta: 21:49:38 time: 0.5765 data_time: 0.0018 memory: 2279 loss: 0.4537 loss_cls: 0.1729 loss_bbox: 0.2808 2023/06/06 11:02:01 - mmengine - INFO - Epoch(train) [92][550/782] lr: 4.0000e-03 eta: 21:49:20 time: 0.5398 data_time: 0.0019 memory: 2279 loss: 0.4482 loss_cls: 0.1724 loss_bbox: 0.2758 2023/06/06 11:02:27 - mmengine - INFO - Epoch(train) [92][600/782] lr: 4.0000e-03 eta: 21:49:01 time: 0.5273 data_time: 0.0018 memory: 2279 loss: 0.4532 loss_cls: 0.1734 loss_bbox: 0.2798 2023/06/06 11:02:51 - mmengine - INFO - Epoch(train) [92][650/782] lr: 4.0000e-03 eta: 21:48:35 time: 0.4627 data_time: 0.0018 memory: 2279 loss: 0.4678 loss_cls: 0.1802 loss_bbox: 0.2876 2023/06/06 11:03:18 - mmengine - INFO - Epoch(train) [92][700/782] lr: 4.0000e-03 eta: 21:48:18 time: 0.5455 data_time: 0.1407 memory: 2279 loss: 0.4708 loss_cls: 0.1814 loss_bbox: 0.2894 2023/06/06 11:03:39 - mmengine - INFO - Epoch(train) [92][750/782] lr: 4.0000e-03 eta: 21:47:47 time: 0.4185 data_time: 0.0021 memory: 2279 loss: 0.4714 loss_cls: 0.1812 loss_bbox: 0.2902 2023/06/06 11:03:59 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:04:29 - mmengine - INFO - Epoch(train) [93][ 50/782] lr: 4.0000e-03 eta: 21:47:31 time: 0.5993 data_time: 0.1607 memory: 2279 loss: 0.4521 loss_cls: 0.1734 loss_bbox: 0.2787 2023/06/06 11:04:32 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:05:08 - mmengine - INFO - Epoch(train) [93][100/782] lr: 4.0000e-03 eta: 21:47:40 time: 0.7722 data_time: 0.0020 memory: 2279 loss: 0.4539 loss_cls: 0.1762 loss_bbox: 0.2777 2023/06/06 11:05:29 - mmengine - INFO - Epoch(train) [93][150/782] lr: 4.0000e-03 eta: 21:47:08 time: 0.4192 data_time: 0.0018 memory: 2279 loss: 0.4618 loss_cls: 0.1778 loss_bbox: 0.2840 2023/06/06 11:06:00 - mmengine - INFO - Epoch(train) [93][200/782] lr: 4.0000e-03 eta: 21:47:00 time: 0.6172 data_time: 0.0018 memory: 2279 loss: 0.4580 loss_cls: 0.1748 loss_bbox: 0.2832 2023/06/06 11:06:26 - mmengine - INFO - Epoch(train) [93][250/782] lr: 4.0000e-03 eta: 21:46:40 time: 0.5277 data_time: 0.0019 memory: 2279 loss: 0.4660 loss_cls: 0.1819 loss_bbox: 0.2841 2023/06/06 11:06:47 - mmengine - INFO - Epoch(train) [93][300/782] lr: 4.0000e-03 eta: 21:46:09 time: 0.4146 data_time: 0.0019 memory: 2279 loss: 0.4642 loss_cls: 0.1780 loss_bbox: 0.2863 2023/06/06 11:07:07 - mmengine - INFO - Epoch(train) [93][350/782] lr: 4.0000e-03 eta: 21:45:37 time: 0.4162 data_time: 0.0018 memory: 2279 loss: 0.4627 loss_cls: 0.1809 loss_bbox: 0.2818 2023/06/06 11:07:28 - mmengine - INFO - Epoch(train) [93][400/782] lr: 4.0000e-03 eta: 21:45:06 time: 0.4194 data_time: 0.0019 memory: 2279 loss: 0.4563 loss_cls: 0.1702 loss_bbox: 0.2861 2023/06/06 11:07:52 - mmengine - INFO - Epoch(train) [93][450/782] lr: 4.0000e-03 eta: 21:44:41 time: 0.4762 data_time: 0.0018 memory: 2279 loss: 0.4556 loss_cls: 0.1716 loss_bbox: 0.2839 2023/06/06 11:08:19 - mmengine - INFO - Epoch(train) [93][500/782] lr: 4.0000e-03 eta: 21:44:23 time: 0.5388 data_time: 0.0019 memory: 2279 loss: 0.4620 loss_cls: 0.1783 loss_bbox: 0.2837 2023/06/06 11:09:01 - mmengine - INFO - Epoch(train) [93][550/782] lr: 4.0000e-03 eta: 21:44:39 time: 0.8426 data_time: 0.0020 memory: 2279 loss: 0.4707 loss_cls: 0.1810 loss_bbox: 0.2897 2023/06/06 11:09:38 - mmengine - INFO - Epoch(train) [93][600/782] lr: 4.0000e-03 eta: 21:44:43 time: 0.7343 data_time: 0.0019 memory: 2279 loss: 0.4516 loss_cls: 0.1727 loss_bbox: 0.2789 2023/06/06 11:10:09 - mmengine - INFO - Epoch(train) [93][650/782] lr: 4.0000e-03 eta: 21:44:34 time: 0.6144 data_time: 0.0074 memory: 2279 loss: 0.4624 loss_cls: 0.1731 loss_bbox: 0.2894 2023/06/06 11:10:30 - mmengine - INFO - Epoch(train) [93][700/782] lr: 4.0000e-03 eta: 21:44:03 time: 0.4254 data_time: 0.0020 memory: 2279 loss: 0.4537 loss_cls: 0.1758 loss_bbox: 0.2779 2023/06/06 11:11:08 - mmengine - INFO - Epoch(train) [93][750/782] lr: 4.0000e-03 eta: 21:44:10 time: 0.7611 data_time: 0.0020 memory: 2279 loss: 0.4477 loss_cls: 0.1718 loss_bbox: 0.2759 2023/06/06 11:11:39 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:12:02 - mmengine - INFO - Epoch(train) [94][ 50/782] lr: 4.0000e-03 eta: 21:44:01 time: 0.4617 data_time: 0.0138 memory: 2279 loss: 0.4430 loss_cls: 0.1690 loss_bbox: 0.2740 2023/06/06 11:12:31 - mmengine - INFO - Epoch(train) [94][100/782] lr: 4.0000e-03 eta: 21:43:49 time: 0.5885 data_time: 0.0020 memory: 2279 loss: 0.4671 loss_cls: 0.1831 loss_bbox: 0.2840 2023/06/06 11:13:00 - mmengine - INFO - Epoch(train) [94][150/782] lr: 4.0000e-03 eta: 21:43:35 time: 0.5810 data_time: 0.1655 memory: 2279 loss: 0.4368 loss_cls: 0.1655 loss_bbox: 0.2713 2023/06/06 11:13:30 - mmengine - INFO - Epoch(train) [94][200/782] lr: 4.0000e-03 eta: 21:43:24 time: 0.5979 data_time: 0.0019 memory: 2279 loss: 0.4618 loss_cls: 0.1769 loss_bbox: 0.2849 2023/06/06 11:13:56 - mmengine - INFO - Epoch(train) [94][250/782] lr: 4.0000e-03 eta: 21:43:03 time: 0.5147 data_time: 0.0931 memory: 2279 loss: 0.4638 loss_cls: 0.1789 loss_bbox: 0.2850 2023/06/06 11:14:12 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:14:23 - mmengine - INFO - Epoch(train) [94][300/782] lr: 4.0000e-03 eta: 21:42:46 time: 0.5495 data_time: 0.0020 memory: 2279 loss: 0.4496 loss_cls: 0.1727 loss_bbox: 0.2769 2023/06/06 11:14:52 - mmengine - INFO - Epoch(train) [94][350/782] lr: 4.0000e-03 eta: 21:42:31 time: 0.5632 data_time: 0.0019 memory: 2279 loss: 0.4586 loss_cls: 0.1719 loss_bbox: 0.2867 2023/06/06 11:15:22 - mmengine - INFO - Epoch(train) [94][400/782] lr: 4.0000e-03 eta: 21:42:21 time: 0.6161 data_time: 0.0020 memory: 2279 loss: 0.4645 loss_cls: 0.1782 loss_bbox: 0.2863 2023/06/06 11:15:47 - mmengine - INFO - Epoch(train) [94][450/782] lr: 4.0000e-03 eta: 21:41:57 time: 0.4881 data_time: 0.0019 memory: 2279 loss: 0.4719 loss_cls: 0.1822 loss_bbox: 0.2896 2023/06/06 11:16:18 - mmengine - INFO - Epoch(train) [94][500/782] lr: 4.0000e-03 eta: 21:41:48 time: 0.6170 data_time: 0.0214 memory: 2279 loss: 0.4587 loss_cls: 0.1811 loss_bbox: 0.2776 2023/06/06 11:16:49 - mmengine - INFO - Epoch(train) [94][550/782] lr: 4.0000e-03 eta: 21:41:40 time: 0.6313 data_time: 0.0020 memory: 2279 loss: 0.4545 loss_cls: 0.1767 loss_bbox: 0.2778 2023/06/06 11:17:11 - mmengine - INFO - Epoch(train) [94][600/782] lr: 4.0000e-03 eta: 21:41:10 time: 0.4353 data_time: 0.0021 memory: 2279 loss: 0.4487 loss_cls: 0.1726 loss_bbox: 0.2761 2023/06/06 11:17:41 - mmengine - INFO - Epoch(train) [94][650/782] lr: 4.0000e-03 eta: 21:40:58 time: 0.5930 data_time: 0.0019 memory: 2279 loss: 0.4738 loss_cls: 0.1846 loss_bbox: 0.2891 2023/06/06 11:18:04 - mmengine - INFO - Epoch(train) [94][700/782] lr: 4.0000e-03 eta: 21:40:32 time: 0.4696 data_time: 0.0019 memory: 2279 loss: 0.4684 loss_cls: 0.1764 loss_bbox: 0.2920 2023/06/06 11:18:25 - mmengine - INFO - Epoch(train) [94][750/782] lr: 4.0000e-03 eta: 21:40:01 time: 0.4174 data_time: 0.0019 memory: 2279 loss: 0.4513 loss_cls: 0.1688 loss_bbox: 0.2825 2023/06/06 11:18:45 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:19:25 - mmengine - INFO - Epoch(train) [95][ 50/782] lr: 4.0000e-03 eta: 21:40:05 time: 0.7982 data_time: 0.0197 memory: 2279 loss: 0.4543 loss_cls: 0.1767 loss_bbox: 0.2776 2023/06/06 11:19:46 - mmengine - INFO - Epoch(train) [95][100/782] lr: 4.0000e-03 eta: 21:39:33 time: 0.4141 data_time: 0.0019 memory: 2279 loss: 0.4513 loss_cls: 0.1746 loss_bbox: 0.2768 2023/06/06 11:20:12 - mmengine - INFO - Epoch(train) [95][150/782] lr: 4.0000e-03 eta: 21:39:14 time: 0.5305 data_time: 0.0019 memory: 2279 loss: 0.4617 loss_cls: 0.1736 loss_bbox: 0.2881 2023/06/06 11:20:37 - mmengine - INFO - Epoch(train) [95][200/782] lr: 4.0000e-03 eta: 21:38:51 time: 0.4992 data_time: 0.0019 memory: 2279 loss: 0.4588 loss_cls: 0.1748 loss_bbox: 0.2841 2023/06/06 11:21:03 - mmengine - INFO - Epoch(train) [95][250/782] lr: 4.0000e-03 eta: 21:38:31 time: 0.5197 data_time: 0.1073 memory: 2279 loss: 0.4612 loss_cls: 0.1766 loss_bbox: 0.2845 2023/06/06 11:21:33 - mmengine - INFO - Epoch(train) [95][300/782] lr: 4.0000e-03 eta: 21:38:19 time: 0.5939 data_time: 0.1810 memory: 2279 loss: 0.4634 loss_cls: 0.1785 loss_bbox: 0.2849 2023/06/06 11:22:03 - mmengine - INFO - Epoch(train) [95][350/782] lr: 4.0000e-03 eta: 21:38:08 time: 0.6115 data_time: 0.0019 memory: 2279 loss: 0.4741 loss_cls: 0.1834 loss_bbox: 0.2907 2023/06/06 11:22:24 - mmengine - INFO - Epoch(train) [95][400/782] lr: 4.0000e-03 eta: 21:37:37 time: 0.4196 data_time: 0.0019 memory: 2279 loss: 0.4560 loss_cls: 0.1747 loss_bbox: 0.2813 2023/06/06 11:23:00 - mmengine - INFO - Epoch(train) [95][450/782] lr: 4.0000e-03 eta: 21:37:38 time: 0.7110 data_time: 0.0019 memory: 2279 loss: 0.4709 loss_cls: 0.1820 loss_bbox: 0.2889 2023/06/06 11:23:18 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:23:21 - mmengine - INFO - Epoch(train) [95][500/782] lr: 4.0000e-03 eta: 21:37:06 time: 0.4168 data_time: 0.0020 memory: 2279 loss: 0.4645 loss_cls: 0.1786 loss_bbox: 0.2858 2023/06/06 11:23:51 - mmengine - INFO - Epoch(train) [95][550/782] lr: 4.0000e-03 eta: 21:36:54 time: 0.5959 data_time: 0.0233 memory: 2279 loss: 0.4531 loss_cls: 0.1728 loss_bbox: 0.2802 2023/06/06 11:24:19 - mmengine - INFO - Epoch(train) [95][600/782] lr: 4.0000e-03 eta: 21:36:38 time: 0.5664 data_time: 0.1547 memory: 2279 loss: 0.4530 loss_cls: 0.1699 loss_bbox: 0.2831 2023/06/06 11:24:45 - mmengine - INFO - Epoch(train) [95][650/782] lr: 4.0000e-03 eta: 21:36:17 time: 0.5105 data_time: 0.0020 memory: 2279 loss: 0.4513 loss_cls: 0.1750 loss_bbox: 0.2763 2023/06/06 11:25:16 - mmengine - INFO - Epoch(train) [95][700/782] lr: 4.0000e-03 eta: 21:36:07 time: 0.6209 data_time: 0.0019 memory: 2279 loss: 0.4639 loss_cls: 0.1801 loss_bbox: 0.2839 2023/06/06 11:25:39 - mmengine - INFO - Epoch(train) [95][750/782] lr: 4.0000e-03 eta: 21:35:41 time: 0.4640 data_time: 0.0019 memory: 2279 loss: 0.4617 loss_cls: 0.1774 loss_bbox: 0.2844 2023/06/06 11:25:50 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:26:19 - mmengine - INFO - Epoch(train) [96][ 50/782] lr: 4.0000e-03 eta: 21:35:01 time: 0.5648 data_time: 0.0258 memory: 2279 loss: 0.4851 loss_cls: 0.1853 loss_bbox: 0.2998 2023/06/06 11:26:51 - mmengine - INFO - Epoch(train) [96][100/782] lr: 4.0000e-03 eta: 21:34:55 time: 0.6550 data_time: 0.0020 memory: 2279 loss: 0.4547 loss_cls: 0.1717 loss_bbox: 0.2830 2023/06/06 11:27:20 - mmengine - INFO - Epoch(train) [96][150/782] lr: 4.0000e-03 eta: 21:34:41 time: 0.5750 data_time: 0.0019 memory: 2279 loss: 0.4539 loss_cls: 0.1762 loss_bbox: 0.2777 2023/06/06 11:27:47 - mmengine - INFO - Epoch(train) [96][200/782] lr: 4.0000e-03 eta: 21:34:22 time: 0.5354 data_time: 0.0020 memory: 2279 loss: 0.4682 loss_cls: 0.1812 loss_bbox: 0.2870 2023/06/06 11:28:15 - mmengine - INFO - Epoch(train) [96][250/782] lr: 4.0000e-03 eta: 21:34:06 time: 0.5603 data_time: 0.0019 memory: 2279 loss: 0.4586 loss_cls: 0.1756 loss_bbox: 0.2831 2023/06/06 11:28:50 - mmengine - INFO - Epoch(train) [96][300/782] lr: 4.0000e-03 eta: 21:34:04 time: 0.6987 data_time: 0.2439 memory: 2279 loss: 0.4586 loss_cls: 0.1778 loss_bbox: 0.2807 2023/06/06 11:29:14 - mmengine - INFO - Epoch(train) [96][350/782] lr: 4.0000e-03 eta: 21:33:39 time: 0.4737 data_time: 0.0019 memory: 2279 loss: 0.4486 loss_cls: 0.1704 loss_bbox: 0.2782 2023/06/06 11:29:38 - mmengine - INFO - Epoch(train) [96][400/782] lr: 4.0000e-03 eta: 21:33:14 time: 0.4817 data_time: 0.0020 memory: 2279 loss: 0.4662 loss_cls: 0.1813 loss_bbox: 0.2849 2023/06/06 11:30:03 - mmengine - INFO - Epoch(train) [96][450/782] lr: 4.0000e-03 eta: 21:32:52 time: 0.5006 data_time: 0.0019 memory: 2279 loss: 0.4634 loss_cls: 0.1771 loss_bbox: 0.2862 2023/06/06 11:30:23 - mmengine - INFO - Epoch(train) [96][500/782] lr: 4.0000e-03 eta: 21:32:19 time: 0.4088 data_time: 0.0020 memory: 2279 loss: 0.4543 loss_cls: 0.1746 loss_bbox: 0.2797 2023/06/06 11:31:00 - mmengine - INFO - Epoch(train) [96][550/782] lr: 4.0000e-03 eta: 21:32:21 time: 0.7249 data_time: 0.3235 memory: 2279 loss: 0.4741 loss_cls: 0.1838 loss_bbox: 0.2903 2023/06/06 11:31:21 - mmengine - INFO - Epoch(train) [96][600/782] lr: 4.0000e-03 eta: 21:31:50 time: 0.4289 data_time: 0.0181 memory: 2279 loss: 0.4582 loss_cls: 0.1787 loss_bbox: 0.2795 2023/06/06 11:31:52 - mmengine - INFO - Epoch(train) [96][650/782] lr: 4.0000e-03 eta: 21:31:40 time: 0.6147 data_time: 0.0245 memory: 2279 loss: 0.4527 loss_cls: 0.1746 loss_bbox: 0.2781 2023/06/06 11:32:24 - mmengine - INFO - Epoch(train) [96][700/782] lr: 4.0000e-03 eta: 21:31:32 time: 0.6401 data_time: 0.0020 memory: 2279 loss: 0.4718 loss_cls: 0.1809 loss_bbox: 0.2909 2023/06/06 11:32:28 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:32:47 - mmengine - INFO - Epoch(train) [96][750/782] lr: 4.0000e-03 eta: 21:31:06 time: 0.4684 data_time: 0.0024 memory: 2279 loss: 0.4602 loss_cls: 0.1753 loss_bbox: 0.2849 2023/06/06 11:33:06 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:33:34 - mmengine - INFO - Epoch(train) [97][ 50/782] lr: 4.0000e-03 eta: 21:30:41 time: 0.5658 data_time: 0.0187 memory: 2279 loss: 0.4677 loss_cls: 0.1805 loss_bbox: 0.2872 2023/06/06 11:33:59 - mmengine - INFO - Epoch(train) [97][100/782] lr: 4.0000e-03 eta: 21:30:17 time: 0.4862 data_time: 0.0020 memory: 2279 loss: 0.4555 loss_cls: 0.1787 loss_bbox: 0.2768 2023/06/06 11:34:33 - mmengine - INFO - Epoch(train) [97][150/782] lr: 4.0000e-03 eta: 21:30:15 time: 0.6956 data_time: 0.0019 memory: 2279 loss: 0.4581 loss_cls: 0.1742 loss_bbox: 0.2839 2023/06/06 11:35:05 - mmengine - INFO - Epoch(train) [97][200/782] lr: 4.0000e-03 eta: 21:30:07 time: 0.6341 data_time: 0.0022 memory: 2279 loss: 0.4547 loss_cls: 0.1738 loss_bbox: 0.2809 2023/06/06 11:35:27 - mmengine - INFO - Epoch(train) [97][250/782] lr: 4.0000e-03 eta: 21:29:38 time: 0.4481 data_time: 0.0021 memory: 2279 loss: 0.4629 loss_cls: 0.1773 loss_bbox: 0.2856 2023/06/06 11:36:01 - mmengine - INFO - Epoch(train) [97][300/782] lr: 4.0000e-03 eta: 21:29:33 time: 0.6658 data_time: 0.0020 memory: 2279 loss: 0.4778 loss_cls: 0.1857 loss_bbox: 0.2921 2023/06/06 11:36:24 - mmengine - INFO - Epoch(train) [97][350/782] lr: 4.0000e-03 eta: 21:29:06 time: 0.4562 data_time: 0.0267 memory: 2279 loss: 0.4645 loss_cls: 0.1798 loss_bbox: 0.2847 2023/06/06 11:36:49 - mmengine - INFO - Epoch(train) [97][400/782] lr: 4.0000e-03 eta: 21:28:44 time: 0.5144 data_time: 0.0019 memory: 2279 loss: 0.4504 loss_cls: 0.1727 loss_bbox: 0.2777 2023/06/06 11:37:24 - mmengine - INFO - Epoch(train) [97][450/782] lr: 4.0000e-03 eta: 21:28:42 time: 0.6922 data_time: 0.1629 memory: 2279 loss: 0.4609 loss_cls: 0.1733 loss_bbox: 0.2876 2023/06/06 11:37:45 - mmengine - INFO - Epoch(train) [97][500/782] lr: 4.0000e-03 eta: 21:28:11 time: 0.4236 data_time: 0.0020 memory: 2279 loss: 0.4727 loss_cls: 0.1847 loss_bbox: 0.2880 2023/06/06 11:38:18 - mmengine - INFO - Epoch(train) [97][550/782] lr: 4.0000e-03 eta: 21:28:05 time: 0.6638 data_time: 0.0020 memory: 2279 loss: 0.4641 loss_cls: 0.1813 loss_bbox: 0.2828 2023/06/06 11:38:52 - mmengine - INFO - Epoch(train) [97][600/782] lr: 4.0000e-03 eta: 21:28:01 time: 0.6805 data_time: 0.1888 memory: 2279 loss: 0.4562 loss_cls: 0.1745 loss_bbox: 0.2817 2023/06/06 11:39:14 - mmengine - INFO - Epoch(train) [97][650/782] lr: 4.0000e-03 eta: 21:27:31 time: 0.4280 data_time: 0.0019 memory: 2279 loss: 0.4616 loss_cls: 0.1793 loss_bbox: 0.2822 2023/06/06 11:39:42 - mmengine - INFO - Epoch(train) [97][700/782] lr: 4.0000e-03 eta: 21:27:16 time: 0.5723 data_time: 0.0020 memory: 2279 loss: 0.4592 loss_cls: 0.1750 loss_bbox: 0.2842 2023/06/06 11:40:03 - mmengine - INFO - Epoch(train) [97][750/782] lr: 4.0000e-03 eta: 21:26:44 time: 0.4144 data_time: 0.0020 memory: 2279 loss: 0.4624 loss_cls: 0.1776 loss_bbox: 0.2848 2023/06/06 11:40:24 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:41:03 - mmengine - INFO - Epoch(train) [98][ 50/782] lr: 4.0000e-03 eta: 21:26:46 time: 0.7879 data_time: 0.0182 memory: 2279 loss: 0.4656 loss_cls: 0.1790 loss_bbox: 0.2865 2023/06/06 11:41:32 - mmengine - INFO - Epoch(train) [98][100/782] lr: 4.0000e-03 eta: 21:26:31 time: 0.5757 data_time: 0.0020 memory: 2279 loss: 0.4599 loss_cls: 0.1766 loss_bbox: 0.2832 2023/06/06 11:42:01 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:42:03 - mmengine - INFO - Epoch(train) [98][150/782] lr: 4.0000e-03 eta: 21:26:20 time: 0.6161 data_time: 0.0020 memory: 2279 loss: 0.4513 loss_cls: 0.1749 loss_bbox: 0.2764 2023/06/06 11:42:38 - mmengine - INFO - Epoch(train) [98][200/782] lr: 4.0000e-03 eta: 21:26:19 time: 0.7117 data_time: 0.0020 memory: 2279 loss: 0.4677 loss_cls: 0.1788 loss_bbox: 0.2889 2023/06/06 11:43:06 - mmengine - INFO - Epoch(train) [98][250/782] lr: 4.0000e-03 eta: 21:26:01 time: 0.5428 data_time: 0.1298 memory: 2279 loss: 0.4622 loss_cls: 0.1773 loss_bbox: 0.2849 2023/06/06 11:43:33 - mmengine - INFO - Epoch(train) [98][300/782] lr: 4.0000e-03 eta: 21:25:44 time: 0.5590 data_time: 0.0020 memory: 2279 loss: 0.4567 loss_cls: 0.1720 loss_bbox: 0.2847 2023/06/06 11:44:00 - mmengine - INFO - Epoch(train) [98][350/782] lr: 4.0000e-03 eta: 21:25:24 time: 0.5280 data_time: 0.0019 memory: 2279 loss: 0.4559 loss_cls: 0.1786 loss_bbox: 0.2773 2023/06/06 11:44:21 - mmengine - INFO - Epoch(train) [98][400/782] lr: 4.0000e-03 eta: 21:24:53 time: 0.4238 data_time: 0.0019 memory: 2279 loss: 0.4543 loss_cls: 0.1718 loss_bbox: 0.2825 2023/06/06 11:44:48 - mmengine - INFO - Epoch(train) [98][450/782] lr: 4.0000e-03 eta: 21:24:34 time: 0.5387 data_time: 0.0018 memory: 2279 loss: 0.4685 loss_cls: 0.1791 loss_bbox: 0.2893 2023/06/06 11:45:15 - mmengine - INFO - Epoch(train) [98][500/782] lr: 4.0000e-03 eta: 21:24:15 time: 0.5385 data_time: 0.0020 memory: 2279 loss: 0.4740 loss_cls: 0.1815 loss_bbox: 0.2925 2023/06/06 11:45:42 - mmengine - INFO - Epoch(train) [98][550/782] lr: 4.0000e-03 eta: 21:23:55 time: 0.5304 data_time: 0.0019 memory: 2279 loss: 0.4537 loss_cls: 0.1730 loss_bbox: 0.2807 2023/06/06 11:46:08 - mmengine - INFO - Epoch(train) [98][600/782] lr: 4.0000e-03 eta: 21:23:36 time: 0.5352 data_time: 0.0019 memory: 2279 loss: 0.4715 loss_cls: 0.1830 loss_bbox: 0.2884 2023/06/06 11:46:29 - mmengine - INFO - Epoch(train) [98][650/782] lr: 4.0000e-03 eta: 21:23:04 time: 0.4166 data_time: 0.0021 memory: 2279 loss: 0.4492 loss_cls: 0.1701 loss_bbox: 0.2792 2023/06/06 11:47:00 - mmengine - INFO - Epoch(train) [98][700/782] lr: 4.0000e-03 eta: 21:22:54 time: 0.6248 data_time: 0.0021 memory: 2279 loss: 0.4612 loss_cls: 0.1762 loss_bbox: 0.2849 2023/06/06 11:47:22 - mmengine - INFO - Epoch(train) [98][750/782] lr: 4.0000e-03 eta: 21:22:25 time: 0.4416 data_time: 0.0019 memory: 2279 loss: 0.4490 loss_cls: 0.1700 loss_bbox: 0.2790 2023/06/06 11:47:34 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:48:19 - mmengine - INFO - Epoch(train) [99][ 50/782] lr: 4.0000e-03 eta: 21:22:20 time: 0.9067 data_time: 0.0166 memory: 2279 loss: 0.4478 loss_cls: 0.1692 loss_bbox: 0.2786 2023/06/06 11:48:48 - mmengine - INFO - Epoch(train) [99][100/782] lr: 4.0000e-03 eta: 21:22:05 time: 0.5806 data_time: 0.1765 memory: 2279 loss: 0.4457 loss_cls: 0.1686 loss_bbox: 0.2771 2023/06/06 11:49:15 - mmengine - INFO - Epoch(train) [99][150/782] lr: 4.0000e-03 eta: 21:21:44 time: 0.5219 data_time: 0.0831 memory: 2279 loss: 0.4694 loss_cls: 0.1814 loss_bbox: 0.2880 2023/06/06 11:49:35 - mmengine - INFO - Epoch(train) [99][200/782] lr: 4.0000e-03 eta: 21:21:12 time: 0.4148 data_time: 0.0019 memory: 2279 loss: 0.4833 loss_cls: 0.1897 loss_bbox: 0.2936 2023/06/06 11:50:02 - mmengine - INFO - Epoch(train) [99][250/782] lr: 4.0000e-03 eta: 21:20:54 time: 0.5417 data_time: 0.0018 memory: 2279 loss: 0.4563 loss_cls: 0.1747 loss_bbox: 0.2816 2023/06/06 11:50:27 - mmengine - INFO - Epoch(train) [99][300/782] lr: 4.0000e-03 eta: 21:20:29 time: 0.4826 data_time: 0.0019 memory: 2279 loss: 0.4660 loss_cls: 0.1810 loss_bbox: 0.2850 2023/06/06 11:50:56 - mmengine - INFO - Epoch(train) [99][350/782] lr: 4.0000e-03 eta: 21:20:16 time: 0.5954 data_time: 0.0018 memory: 2279 loss: 0.4621 loss_cls: 0.1834 loss_bbox: 0.2787 2023/06/06 11:51:02 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:51:27 - mmengine - INFO - Epoch(train) [99][400/782] lr: 4.0000e-03 eta: 21:20:03 time: 0.6064 data_time: 0.1899 memory: 2279 loss: 0.4573 loss_cls: 0.1757 loss_bbox: 0.2816 2023/06/06 11:51:58 - mmengine - INFO - Epoch(train) [99][450/782] lr: 4.0000e-03 eta: 21:19:53 time: 0.6249 data_time: 0.0019 memory: 2279 loss: 0.4591 loss_cls: 0.1772 loss_bbox: 0.2819 2023/06/06 11:52:43 - mmengine - INFO - Epoch(train) [99][500/782] lr: 4.0000e-03 eta: 21:20:10 time: 0.8975 data_time: 0.0018 memory: 2279 loss: 0.4644 loss_cls: 0.1800 loss_bbox: 0.2844 2023/06/06 11:53:07 - mmengine - INFO - Epoch(train) [99][550/782] lr: 4.0000e-03 eta: 21:19:47 time: 0.4923 data_time: 0.0018 memory: 2279 loss: 0.4512 loss_cls: 0.1756 loss_bbox: 0.2755 2023/06/06 11:53:37 - mmengine - INFO - Epoch(train) [99][600/782] lr: 4.0000e-03 eta: 21:19:33 time: 0.5937 data_time: 0.1088 memory: 2279 loss: 0.4699 loss_cls: 0.1813 loss_bbox: 0.2886 2023/06/06 11:54:01 - mmengine - INFO - Epoch(train) [99][650/782] lr: 4.0000e-03 eta: 21:19:07 time: 0.4730 data_time: 0.0018 memory: 2279 loss: 0.4600 loss_cls: 0.1790 loss_bbox: 0.2810 2023/06/06 11:54:22 - mmengine - INFO - Epoch(train) [99][700/782] lr: 4.0000e-03 eta: 21:18:36 time: 0.4262 data_time: 0.0018 memory: 2279 loss: 0.4643 loss_cls: 0.1817 loss_bbox: 0.2826 2023/06/06 11:54:53 - mmengine - INFO - Epoch(train) [99][750/782] lr: 4.0000e-03 eta: 21:18:26 time: 0.6243 data_time: 0.0019 memory: 2279 loss: 0.4502 loss_cls: 0.1708 loss_bbox: 0.2794 2023/06/06 11:55:05 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 11:55:33 - mmengine - INFO - Epoch(train) [100][ 50/782] lr: 4.0000e-03 eta: 21:17:45 time: 0.5643 data_time: 0.0191 memory: 2279 loss: 0.4857 loss_cls: 0.1914 loss_bbox: 0.2943 2023/06/06 11:56:09 - mmengine - INFO - Epoch(train) [100][100/782] lr: 4.0000e-03 eta: 21:17:43 time: 0.7132 data_time: 0.0989 memory: 2279 loss: 0.4644 loss_cls: 0.1755 loss_bbox: 0.2890 2023/06/06 11:56:35 - mmengine - INFO - Epoch(train) [100][150/782] lr: 4.0000e-03 eta: 21:17:23 time: 0.5316 data_time: 0.0035 memory: 2279 loss: 0.4703 loss_cls: 0.1843 loss_bbox: 0.2860 2023/06/06 11:57:03 - mmengine - INFO - Epoch(train) [100][200/782] lr: 4.0000e-03 eta: 21:17:05 time: 0.5488 data_time: 0.0018 memory: 2279 loss: 0.4584 loss_cls: 0.1747 loss_bbox: 0.2837 2023/06/06 11:57:34 - mmengine - INFO - Epoch(train) [100][250/782] lr: 4.0000e-03 eta: 21:16:56 time: 0.6380 data_time: 0.0018 memory: 2279 loss: 0.4482 loss_cls: 0.1700 loss_bbox: 0.2782 2023/06/06 11:58:04 - mmengine - INFO - Epoch(train) [100][300/782] lr: 4.0000e-03 eta: 21:16:41 time: 0.5831 data_time: 0.0019 memory: 2279 loss: 0.4577 loss_cls: 0.1731 loss_bbox: 0.2846 2023/06/06 11:58:33 - mmengine - INFO - Epoch(train) [100][350/782] lr: 4.0000e-03 eta: 21:16:27 time: 0.5965 data_time: 0.1858 memory: 2279 loss: 0.4703 loss_cls: 0.1828 loss_bbox: 0.2875 2023/06/06 11:58:54 - mmengine - INFO - Epoch(train) [100][400/782] lr: 4.0000e-03 eta: 21:15:56 time: 0.4193 data_time: 0.0018 memory: 2279 loss: 0.4716 loss_cls: 0.1832 loss_bbox: 0.2884 2023/06/06 11:59:20 - mmengine - INFO - Epoch(train) [100][450/782] lr: 4.0000e-03 eta: 21:15:34 time: 0.5158 data_time: 0.0018 memory: 2279 loss: 0.4671 loss_cls: 0.1821 loss_bbox: 0.2850 2023/06/06 11:59:42 - mmengine - INFO - Epoch(train) [100][500/782] lr: 4.0000e-03 eta: 21:15:04 time: 0.4324 data_time: 0.0018 memory: 2279 loss: 0.4518 loss_cls: 0.1695 loss_bbox: 0.2823 2023/06/06 12:00:09 - mmengine - INFO - Epoch(train) [100][550/782] lr: 4.0000e-03 eta: 21:14:45 time: 0.5410 data_time: 0.0019 memory: 2279 loss: 0.4572 loss_cls: 0.1765 loss_bbox: 0.2807 2023/06/06 12:00:22 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:00:37 - mmengine - INFO - Epoch(train) [100][600/782] lr: 4.0000e-03 eta: 21:14:27 time: 0.5532 data_time: 0.0019 memory: 2279 loss: 0.4596 loss_cls: 0.1772 loss_bbox: 0.2824 2023/06/06 12:01:12 - mmengine - INFO - Epoch(train) [100][650/782] lr: 4.0000e-03 eta: 21:14:25 time: 0.7058 data_time: 0.0018 memory: 2279 loss: 0.4602 loss_cls: 0.1764 loss_bbox: 0.2838 2023/06/06 12:01:42 - mmengine - INFO - Epoch(train) [100][700/782] lr: 4.0000e-03 eta: 21:14:11 time: 0.5999 data_time: 0.0019 memory: 2279 loss: 0.4531 loss_cls: 0.1735 loss_bbox: 0.2796 2023/06/06 12:02:09 - mmengine - INFO - Epoch(train) [100][750/782] lr: 4.0000e-03 eta: 21:13:51 time: 0.5327 data_time: 0.0019 memory: 2279 loss: 0.4639 loss_cls: 0.1781 loss_bbox: 0.2858 2023/06/06 12:02:28 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:02:28 - mmengine - INFO - Saving checkpoint at 100 epochs 2023/06/06 12:02:46 - mmengine - INFO - Evaluating bbox... 2023/06/06 12:02:47 - mmengine - INFO - bbox_mAP_copypaste: 0.746 0.978 0.849 0.398 0.581 0.771 2023/06/06 12:02:47 - mmengine - INFO - Epoch(val) [100][43/43] coco/bbox_mAP: 0.7460 coco/bbox_mAP_50: 0.9780 coco/bbox_mAP_75: 0.8490 coco/bbox_mAP_s: 0.3980 coco/bbox_mAP_m: 0.5810 coco/bbox_mAP_l: 0.7710 data_time: 0.0309 time: 0.0570 2023/06/06 12:03:21 - mmengine - INFO - Epoch(train) [101][ 50/782] lr: 4.0000e-03 eta: 21:13:38 time: 0.6817 data_time: 0.2375 memory: 2279 loss: 0.4678 loss_cls: 0.1812 loss_bbox: 0.2865 2023/06/06 12:03:51 - mmengine - INFO - Epoch(train) [101][100/782] lr: 4.0000e-03 eta: 21:13:25 time: 0.5962 data_time: 0.1732 memory: 2279 loss: 0.4540 loss_cls: 0.1747 loss_bbox: 0.2793 2023/06/06 12:04:12 - mmengine - INFO - Epoch(train) [101][150/782] lr: 4.0000e-03 eta: 21:12:53 time: 0.4219 data_time: 0.0018 memory: 2279 loss: 0.4441 loss_cls: 0.1679 loss_bbox: 0.2761 2023/06/06 12:04:40 - mmengine - INFO - Epoch(train) [101][200/782] lr: 4.0000e-03 eta: 21:12:37 time: 0.5693 data_time: 0.0916 memory: 2279 loss: 0.4606 loss_cls: 0.1766 loss_bbox: 0.2840 2023/06/06 12:05:15 - mmengine - INFO - Epoch(train) [101][250/782] lr: 4.0000e-03 eta: 21:12:34 time: 0.6994 data_time: 0.0018 memory: 2279 loss: 0.4633 loss_cls: 0.1781 loss_bbox: 0.2852 2023/06/06 12:05:43 - mmengine - INFO - Epoch(train) [101][300/782] lr: 4.0000e-03 eta: 21:12:16 time: 0.5542 data_time: 0.0019 memory: 2279 loss: 0.4564 loss_cls: 0.1738 loss_bbox: 0.2827 2023/06/06 12:06:12 - mmengine - INFO - Epoch(train) [101][350/782] lr: 4.0000e-03 eta: 21:12:01 time: 0.5839 data_time: 0.0019 memory: 2279 loss: 0.4755 loss_cls: 0.1911 loss_bbox: 0.2844 2023/06/06 12:06:40 - mmengine - INFO - Epoch(train) [101][400/782] lr: 4.0000e-03 eta: 21:11:42 time: 0.5517 data_time: 0.0018 memory: 2279 loss: 0.4468 loss_cls: 0.1733 loss_bbox: 0.2735 2023/06/06 12:07:01 - mmengine - INFO - Epoch(train) [101][450/782] lr: 4.0000e-03 eta: 21:11:11 time: 0.4235 data_time: 0.0018 memory: 2279 loss: 0.4668 loss_cls: 0.1807 loss_bbox: 0.2861 2023/06/06 12:07:22 - mmengine - INFO - Epoch(train) [101][500/782] lr: 4.0000e-03 eta: 21:10:40 time: 0.4168 data_time: 0.0019 memory: 2279 loss: 0.4811 loss_cls: 0.1901 loss_bbox: 0.2910 2023/06/06 12:07:49 - mmengine - INFO - Epoch(train) [101][550/782] lr: 4.0000e-03 eta: 21:10:20 time: 0.5336 data_time: 0.0019 memory: 2279 loss: 0.4647 loss_cls: 0.1773 loss_bbox: 0.2874 2023/06/06 12:08:10 - mmengine - INFO - Epoch(train) [101][600/782] lr: 4.0000e-03 eta: 21:09:49 time: 0.4207 data_time: 0.0018 memory: 2279 loss: 0.4530 loss_cls: 0.1723 loss_bbox: 0.2807 2023/06/06 12:08:38 - mmengine - INFO - Epoch(train) [101][650/782] lr: 4.0000e-03 eta: 21:09:32 time: 0.5663 data_time: 0.0019 memory: 2279 loss: 0.4448 loss_cls: 0.1712 loss_bbox: 0.2736 2023/06/06 12:09:06 - mmengine - INFO - Epoch(train) [101][700/782] lr: 4.0000e-03 eta: 21:09:14 time: 0.5585 data_time: 0.0019 memory: 2279 loss: 0.4569 loss_cls: 0.1767 loss_bbox: 0.2802 2023/06/06 12:09:34 - mmengine - INFO - Epoch(train) [101][750/782] lr: 4.0000e-03 eta: 21:08:57 time: 0.5632 data_time: 0.0018 memory: 2279 loss: 0.4533 loss_cls: 0.1763 loss_bbox: 0.2770 2023/06/06 12:09:45 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:09:55 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:10:14 - mmengine - INFO - Epoch(train) [102][ 50/782] lr: 4.0000e-03 eta: 21:08:17 time: 0.5784 data_time: 0.0195 memory: 2279 loss: 0.4600 loss_cls: 0.1788 loss_bbox: 0.2812 2023/06/06 12:10:35 - mmengine - INFO - Epoch(train) [102][100/782] lr: 4.0000e-03 eta: 21:07:46 time: 0.4197 data_time: 0.0018 memory: 2279 loss: 0.4698 loss_cls: 0.1791 loss_bbox: 0.2908 2023/06/06 12:11:06 - mmengine - INFO - Epoch(train) [102][150/782] lr: 4.0000e-03 eta: 21:07:33 time: 0.6116 data_time: 0.0018 memory: 2279 loss: 0.4550 loss_cls: 0.1731 loss_bbox: 0.2819 2023/06/06 12:11:27 - mmengine - INFO - Epoch(train) [102][200/782] lr: 4.0000e-03 eta: 21:07:02 time: 0.4232 data_time: 0.0018 memory: 2279 loss: 0.4485 loss_cls: 0.1746 loss_bbox: 0.2739 2023/06/06 12:11:53 - mmengine - INFO - Epoch(train) [102][250/782] lr: 4.0000e-03 eta: 21:06:42 time: 0.5281 data_time: 0.0018 memory: 2279 loss: 0.4602 loss_cls: 0.1809 loss_bbox: 0.2793 2023/06/06 12:12:32 - mmengine - INFO - Epoch(train) [102][300/782] lr: 4.0000e-03 eta: 21:06:45 time: 0.7741 data_time: 0.0018 memory: 2279 loss: 0.4610 loss_cls: 0.1778 loss_bbox: 0.2832 2023/06/06 12:13:01 - mmengine - INFO - Epoch(train) [102][350/782] lr: 4.0000e-03 eta: 21:06:29 time: 0.5730 data_time: 0.0019 memory: 2279 loss: 0.4654 loss_cls: 0.1794 loss_bbox: 0.2860 2023/06/06 12:13:28 - mmengine - INFO - Epoch(train) [102][400/782] lr: 4.0000e-03 eta: 21:06:09 time: 0.5428 data_time: 0.0019 memory: 2279 loss: 0.4676 loss_cls: 0.1840 loss_bbox: 0.2836 2023/06/06 12:13:58 - mmengine - INFO - Epoch(train) [102][450/782] lr: 4.0000e-03 eta: 21:05:56 time: 0.6012 data_time: 0.0020 memory: 2279 loss: 0.4636 loss_cls: 0.1794 loss_bbox: 0.2842 2023/06/06 12:14:31 - mmengine - INFO - Epoch(train) [102][500/782] lr: 4.0000e-03 eta: 21:05:48 time: 0.6631 data_time: 0.1698 memory: 2279 loss: 0.4667 loss_cls: 0.1803 loss_bbox: 0.2864 2023/06/06 12:14:53 - mmengine - INFO - Epoch(train) [102][550/782] lr: 4.0000e-03 eta: 21:05:20 time: 0.4457 data_time: 0.0018 memory: 2279 loss: 0.4486 loss_cls: 0.1696 loss_bbox: 0.2791 2023/06/06 12:15:25 - mmengine - INFO - Epoch(train) [102][600/782] lr: 4.0000e-03 eta: 21:05:10 time: 0.6402 data_time: 0.0018 memory: 2279 loss: 0.4635 loss_cls: 0.1759 loss_bbox: 0.2876 2023/06/06 12:15:46 - mmengine - INFO - Epoch(train) [102][650/782] lr: 4.0000e-03 eta: 21:04:38 time: 0.4160 data_time: 0.0018 memory: 2279 loss: 0.4617 loss_cls: 0.1781 loss_bbox: 0.2836 2023/06/06 12:16:07 - mmengine - INFO - Epoch(train) [102][700/782] lr: 4.0000e-03 eta: 21:04:06 time: 0.4154 data_time: 0.0018 memory: 2279 loss: 0.4562 loss_cls: 0.1760 loss_bbox: 0.2802 2023/06/06 12:16:46 - mmengine - INFO - Epoch(train) [102][750/782] lr: 4.0000e-03 eta: 21:04:10 time: 0.7798 data_time: 0.0019 memory: 2279 loss: 0.4473 loss_cls: 0.1707 loss_bbox: 0.2767 2023/06/06 12:17:04 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:17:41 - mmengine - INFO - Epoch(train) [103][ 50/782] lr: 4.0000e-03 eta: 21:03:59 time: 0.7377 data_time: 0.0281 memory: 2279 loss: 0.4583 loss_cls: 0.1746 loss_bbox: 0.2836 2023/06/06 12:18:21 - mmengine - INFO - Epoch(train) [103][100/782] lr: 4.0000e-03 eta: 21:04:04 time: 0.8004 data_time: 0.0019 memory: 2279 loss: 0.4585 loss_cls: 0.1760 loss_bbox: 0.2826 2023/06/06 12:18:44 - mmengine - INFO - Epoch(train) [103][150/782] lr: 4.0000e-03 eta: 21:03:37 time: 0.4663 data_time: 0.0029 memory: 2279 loss: 0.4543 loss_cls: 0.1741 loss_bbox: 0.2802 2023/06/06 12:19:12 - mmengine - INFO - Epoch(train) [103][200/782] lr: 4.0000e-03 eta: 21:03:19 time: 0.5513 data_time: 0.0019 memory: 2279 loss: 0.4781 loss_cls: 0.1868 loss_bbox: 0.2914 2023/06/06 12:19:27 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:19:44 - mmengine - INFO - Epoch(train) [103][250/782] lr: 4.0000e-03 eta: 21:03:08 time: 0.6309 data_time: 0.0028 memory: 2279 loss: 0.4592 loss_cls: 0.1753 loss_bbox: 0.2838 2023/06/06 12:20:09 - mmengine - INFO - Epoch(train) [103][300/782] lr: 4.0000e-03 eta: 21:02:45 time: 0.5092 data_time: 0.0020 memory: 2279 loss: 0.4624 loss_cls: 0.1762 loss_bbox: 0.2862 2023/06/06 12:20:52 - mmengine - INFO - Epoch(train) [103][350/782] lr: 4.0000e-03 eta: 21:02:56 time: 0.8536 data_time: 0.2224 memory: 2279 loss: 0.4672 loss_cls: 0.1812 loss_bbox: 0.2859 2023/06/06 12:21:22 - mmengine - INFO - Epoch(train) [103][400/782] lr: 4.0000e-03 eta: 21:02:43 time: 0.6157 data_time: 0.2023 memory: 2279 loss: 0.4663 loss_cls: 0.1764 loss_bbox: 0.2899 2023/06/06 12:21:51 - mmengine - INFO - Epoch(train) [103][450/782] lr: 4.0000e-03 eta: 21:02:27 time: 0.5739 data_time: 0.0019 memory: 2279 loss: 0.4439 loss_cls: 0.1667 loss_bbox: 0.2773 2023/06/06 12:22:15 - mmengine - INFO - Epoch(train) [103][500/782] lr: 4.0000e-03 eta: 21:02:00 time: 0.4691 data_time: 0.0019 memory: 2279 loss: 0.4637 loss_cls: 0.1764 loss_bbox: 0.2873 2023/06/06 12:22:42 - mmengine - INFO - Epoch(train) [103][550/782] lr: 4.0000e-03 eta: 21:01:41 time: 0.5435 data_time: 0.0019 memory: 2279 loss: 0.4535 loss_cls: 0.1745 loss_bbox: 0.2791 2023/06/06 12:23:12 - mmengine - INFO - Epoch(train) [103][600/782] lr: 4.0000e-03 eta: 21:01:27 time: 0.6059 data_time: 0.1856 memory: 2279 loss: 0.4622 loss_cls: 0.1740 loss_bbox: 0.2882 2023/06/06 12:23:46 - mmengine - INFO - Epoch(train) [103][650/782] lr: 4.0000e-03 eta: 21:01:20 time: 0.6773 data_time: 0.0019 memory: 2279 loss: 0.4537 loss_cls: 0.1792 loss_bbox: 0.2745 2023/06/06 12:24:08 - mmengine - INFO - Epoch(train) [103][700/782] lr: 4.0000e-03 eta: 21:00:50 time: 0.4291 data_time: 0.0019 memory: 2279 loss: 0.4509 loss_cls: 0.1744 loss_bbox: 0.2765 2023/06/06 12:24:29 - mmengine - INFO - Epoch(train) [103][750/782] lr: 4.0000e-03 eta: 21:00:19 time: 0.4225 data_time: 0.0019 memory: 2279 loss: 0.4504 loss_cls: 0.1703 loss_bbox: 0.2801 2023/06/06 12:24:49 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:25:21 - mmengine - INFO - Epoch(train) [104][ 50/782] lr: 4.0000e-03 eta: 21:00:01 time: 0.6333 data_time: 0.0190 memory: 2279 loss: 0.4760 loss_cls: 0.1868 loss_bbox: 0.2892 2023/06/06 12:25:46 - mmengine - INFO - Epoch(train) [104][100/782] lr: 4.0000e-03 eta: 20:59:37 time: 0.5014 data_time: 0.0020 memory: 2279 loss: 0.4691 loss_cls: 0.1816 loss_bbox: 0.2875 2023/06/06 12:26:15 - mmengine - INFO - Epoch(train) [104][150/782] lr: 4.0000e-03 eta: 20:59:23 time: 0.5951 data_time: 0.0020 memory: 2279 loss: 0.4640 loss_cls: 0.1777 loss_bbox: 0.2863 2023/06/06 12:26:42 - mmengine - INFO - Epoch(train) [104][200/782] lr: 4.0000e-03 eta: 20:59:03 time: 0.5411 data_time: 0.0019 memory: 2279 loss: 0.4458 loss_cls: 0.1696 loss_bbox: 0.2762 2023/06/06 12:27:15 - mmengine - INFO - Epoch(train) [104][250/782] lr: 4.0000e-03 eta: 20:58:53 time: 0.6472 data_time: 0.0019 memory: 2279 loss: 0.4461 loss_cls: 0.1702 loss_bbox: 0.2760 2023/06/06 12:27:44 - mmengine - INFO - Epoch(train) [104][300/782] lr: 4.0000e-03 eta: 20:58:38 time: 0.5924 data_time: 0.0019 memory: 2279 loss: 0.4619 loss_cls: 0.1773 loss_bbox: 0.2846 2023/06/06 12:28:06 - mmengine - INFO - Epoch(train) [104][350/782] lr: 4.0000e-03 eta: 20:58:08 time: 0.4265 data_time: 0.0019 memory: 2279 loss: 0.4589 loss_cls: 0.1742 loss_bbox: 0.2847 2023/06/06 12:28:35 - mmengine - INFO - Epoch(train) [104][400/782] lr: 4.0000e-03 eta: 20:57:51 time: 0.5761 data_time: 0.0023 memory: 2279 loss: 0.4568 loss_cls: 0.1752 loss_bbox: 0.2815 2023/06/06 12:29:07 - mmengine - INFO - Epoch(train) [104][450/782] lr: 4.0000e-03 eta: 20:57:42 time: 0.6484 data_time: 0.0075 memory: 2279 loss: 0.4644 loss_cls: 0.1776 loss_bbox: 0.2868 2023/06/06 12:29:09 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:29:35 - mmengine - INFO - Epoch(train) [104][500/782] lr: 4.0000e-03 eta: 20:57:23 time: 0.5536 data_time: 0.1288 memory: 2279 loss: 0.4587 loss_cls: 0.1778 loss_bbox: 0.2809 2023/06/06 12:30:11 - mmengine - INFO - Epoch(train) [104][550/782] lr: 4.0000e-03 eta: 20:57:21 time: 0.7308 data_time: 0.0810 memory: 2279 loss: 0.4630 loss_cls: 0.1735 loss_bbox: 0.2895 2023/06/06 12:30:39 - mmengine - INFO - Epoch(train) [104][600/782] lr: 4.0000e-03 eta: 20:57:02 time: 0.5517 data_time: 0.0019 memory: 2279 loss: 0.4510 loss_cls: 0.1697 loss_bbox: 0.2813 2023/06/06 12:31:02 - mmengine - INFO - Epoch(train) [104][650/782] lr: 4.0000e-03 eta: 20:56:35 time: 0.4655 data_time: 0.0020 memory: 2279 loss: 0.4587 loss_cls: 0.1739 loss_bbox: 0.2848 2023/06/06 12:31:27 - mmengine - INFO - Epoch(train) [104][700/782] lr: 4.0000e-03 eta: 20:56:10 time: 0.4866 data_time: 0.0020 memory: 2279 loss: 0.4428 loss_cls: 0.1690 loss_bbox: 0.2738 2023/06/06 12:32:05 - mmengine - INFO - Epoch(train) [104][750/782] lr: 4.0000e-03 eta: 20:56:12 time: 0.7746 data_time: 0.0020 memory: 2279 loss: 0.4715 loss_cls: 0.1829 loss_bbox: 0.2886 2023/06/06 12:32:25 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:33:00 - mmengine - INFO - Epoch(train) [105][ 50/782] lr: 4.0000e-03 eta: 20:56:00 time: 0.6999 data_time: 0.0226 memory: 2279 loss: 0.4592 loss_cls: 0.1747 loss_bbox: 0.2846 2023/06/06 12:33:31 - mmengine - INFO - Epoch(train) [105][100/782] lr: 4.0000e-03 eta: 20:55:46 time: 0.6091 data_time: 0.0020 memory: 2279 loss: 0.4627 loss_cls: 0.1740 loss_bbox: 0.2887 2023/06/06 12:34:01 - mmengine - INFO - Epoch(train) [105][150/782] lr: 4.0000e-03 eta: 20:55:31 time: 0.5936 data_time: 0.0020 memory: 2279 loss: 0.4735 loss_cls: 0.1827 loss_bbox: 0.2908 2023/06/06 12:34:34 - mmengine - INFO - Epoch(train) [105][200/782] lr: 4.0000e-03 eta: 20:55:23 time: 0.6719 data_time: 0.0019 memory: 2279 loss: 0.4653 loss_cls: 0.1771 loss_bbox: 0.2883 2023/06/06 12:35:08 - mmengine - INFO - Epoch(train) [105][250/782] lr: 4.0000e-03 eta: 20:55:16 time: 0.6751 data_time: 0.0019 memory: 2279 loss: 0.4448 loss_cls: 0.1705 loss_bbox: 0.2744 2023/06/06 12:35:36 - mmengine - INFO - Epoch(train) [105][300/782] lr: 4.0000e-03 eta: 20:54:59 time: 0.5682 data_time: 0.0019 memory: 2279 loss: 0.4391 loss_cls: 0.1698 loss_bbox: 0.2693 2023/06/06 12:36:02 - mmengine - INFO - Epoch(train) [105][350/782] lr: 4.0000e-03 eta: 20:54:36 time: 0.5111 data_time: 0.0019 memory: 2279 loss: 0.4593 loss_cls: 0.1776 loss_bbox: 0.2816 2023/06/06 12:36:23 - mmengine - INFO - Epoch(train) [105][400/782] lr: 4.0000e-03 eta: 20:54:05 time: 0.4216 data_time: 0.0019 memory: 2279 loss: 0.4572 loss_cls: 0.1738 loss_bbox: 0.2834 2023/06/06 12:36:55 - mmengine - INFO - Epoch(train) [105][450/782] lr: 4.0000e-03 eta: 20:53:53 time: 0.6317 data_time: 0.0019 memory: 2279 loss: 0.4517 loss_cls: 0.1718 loss_bbox: 0.2799 2023/06/06 12:37:28 - mmengine - INFO - Epoch(train) [105][500/782] lr: 4.0000e-03 eta: 20:53:44 time: 0.6640 data_time: 0.0389 memory: 2279 loss: 0.4517 loss_cls: 0.1718 loss_bbox: 0.2799 2023/06/06 12:37:52 - mmengine - INFO - Epoch(train) [105][550/782] lr: 4.0000e-03 eta: 20:53:19 time: 0.4796 data_time: 0.0675 memory: 2279 loss: 0.4556 loss_cls: 0.1708 loss_bbox: 0.2848 2023/06/06 12:38:21 - mmengine - INFO - Epoch(train) [105][600/782] lr: 4.0000e-03 eta: 20:53:02 time: 0.5749 data_time: 0.0020 memory: 2279 loss: 0.4767 loss_cls: 0.1858 loss_bbox: 0.2909 2023/06/06 12:39:05 - mmengine - INFO - Epoch(train) [105][650/782] lr: 4.0000e-03 eta: 20:53:14 time: 0.8866 data_time: 0.0711 memory: 2279 loss: 0.4552 loss_cls: 0.1758 loss_bbox: 0.2794 2023/06/06 12:39:14 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:39:26 - mmengine - INFO - Epoch(train) [105][700/782] lr: 4.0000e-03 eta: 20:52:43 time: 0.4271 data_time: 0.0023 memory: 2279 loss: 0.4736 loss_cls: 0.1829 loss_bbox: 0.2907 2023/06/06 12:39:52 - mmengine - INFO - Epoch(train) [105][750/782] lr: 4.0000e-03 eta: 20:52:21 time: 0.5214 data_time: 0.0020 memory: 2279 loss: 0.4604 loss_cls: 0.1745 loss_bbox: 0.2858 2023/06/06 12:40:04 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:40:36 - mmengine - INFO - Epoch(train) [106][ 50/782] lr: 4.0000e-03 eta: 20:51:47 time: 0.6508 data_time: 0.0170 memory: 2279 loss: 0.4527 loss_cls: 0.1745 loss_bbox: 0.2782 2023/06/06 12:41:05 - mmengine - INFO - Epoch(train) [106][100/782] lr: 4.0000e-03 eta: 20:51:31 time: 0.5798 data_time: 0.0020 memory: 2279 loss: 0.4623 loss_cls: 0.1776 loss_bbox: 0.2847 2023/06/06 12:41:34 - mmengine - INFO - Epoch(train) [106][150/782] lr: 4.0000e-03 eta: 20:51:13 time: 0.5714 data_time: 0.0021 memory: 2279 loss: 0.4634 loss_cls: 0.1758 loss_bbox: 0.2876 2023/06/06 12:42:07 - mmengine - INFO - Epoch(train) [106][200/782] lr: 4.0000e-03 eta: 20:51:05 time: 0.6652 data_time: 0.0021 memory: 2279 loss: 0.4694 loss_cls: 0.1787 loss_bbox: 0.2906 2023/06/06 12:42:29 - mmengine - INFO - Epoch(train) [106][250/782] lr: 4.0000e-03 eta: 20:50:34 time: 0.4291 data_time: 0.0020 memory: 2279 loss: 0.4629 loss_cls: 0.1799 loss_bbox: 0.2830 2023/06/06 12:42:57 - mmengine - INFO - Epoch(train) [106][300/782] lr: 4.0000e-03 eta: 20:50:15 time: 0.5573 data_time: 0.0020 memory: 2279 loss: 0.4529 loss_cls: 0.1751 loss_bbox: 0.2779 2023/06/06 12:43:19 - mmengine - INFO - Epoch(train) [106][350/782] lr: 4.0000e-03 eta: 20:49:47 time: 0.4537 data_time: 0.0019 memory: 2279 loss: 0.4633 loss_cls: 0.1783 loss_bbox: 0.2849 2023/06/06 12:44:05 - mmengine - INFO - Epoch(train) [106][400/782] lr: 4.0000e-03 eta: 20:50:01 time: 0.9149 data_time: 0.3067 memory: 2279 loss: 0.4596 loss_cls: 0.1743 loss_bbox: 0.2853 2023/06/06 12:44:34 - mmengine - INFO - Epoch(train) [106][450/782] lr: 4.0000e-03 eta: 20:49:44 time: 0.5742 data_time: 0.0024 memory: 2279 loss: 0.4652 loss_cls: 0.1766 loss_bbox: 0.2887 2023/06/06 12:45:13 - mmengine - INFO - Epoch(train) [106][500/782] lr: 4.0000e-03 eta: 20:49:47 time: 0.7916 data_time: 0.0020 memory: 2279 loss: 0.4484 loss_cls: 0.1708 loss_bbox: 0.2776 2023/06/06 12:45:35 - mmengine - INFO - Epoch(train) [106][550/782] lr: 4.0000e-03 eta: 20:49:16 time: 0.4231 data_time: 0.0020 memory: 2279 loss: 0.4541 loss_cls: 0.1741 loss_bbox: 0.2800 2023/06/06 12:46:05 - mmengine - INFO - Epoch(train) [106][600/782] lr: 4.0000e-03 eta: 20:49:03 time: 0.6180 data_time: 0.0019 memory: 2279 loss: 0.4605 loss_cls: 0.1761 loss_bbox: 0.2845 2023/06/06 12:46:34 - mmengine - INFO - Epoch(train) [106][650/782] lr: 4.0000e-03 eta: 20:48:45 time: 0.5720 data_time: 0.0019 memory: 2279 loss: 0.4707 loss_cls: 0.1871 loss_bbox: 0.2836 2023/06/06 12:47:02 - mmengine - INFO - Epoch(train) [106][700/782] lr: 4.0000e-03 eta: 20:48:26 time: 0.5534 data_time: 0.0019 memory: 2279 loss: 0.4550 loss_cls: 0.1739 loss_bbox: 0.2811 2023/06/06 12:47:31 - mmengine - INFO - Epoch(train) [106][750/782] lr: 4.0000e-03 eta: 20:48:10 time: 0.5904 data_time: 0.0021 memory: 2279 loss: 0.4519 loss_cls: 0.1702 loss_bbox: 0.2817 2023/06/06 12:48:02 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:48:40 - mmengine - INFO - Epoch(train) [107][ 50/782] lr: 4.0000e-03 eta: 20:48:21 time: 0.7588 data_time: 0.0350 memory: 2279 loss: 0.4529 loss_cls: 0.1718 loss_bbox: 0.2812 2023/06/06 12:49:15 - mmengine - INFO - Epoch(train) [107][100/782] lr: 4.0000e-03 eta: 20:48:15 time: 0.7044 data_time: 0.0020 memory: 2279 loss: 0.4672 loss_cls: 0.1800 loss_bbox: 0.2871 2023/06/06 12:49:18 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:49:40 - mmengine - INFO - Epoch(train) [107][150/782] lr: 4.0000e-03 eta: 20:47:52 time: 0.5057 data_time: 0.0021 memory: 2279 loss: 0.4396 loss_cls: 0.1663 loss_bbox: 0.2733 2023/06/06 12:50:10 - mmengine - INFO - Epoch(train) [107][200/782] lr: 4.0000e-03 eta: 20:47:36 time: 0.5882 data_time: 0.0022 memory: 2279 loss: 0.4509 loss_cls: 0.1730 loss_bbox: 0.2779 2023/06/06 12:50:31 - mmengine - INFO - Epoch(train) [107][250/782] lr: 4.0000e-03 eta: 20:47:04 time: 0.4210 data_time: 0.0019 memory: 2279 loss: 0.4586 loss_cls: 0.1749 loss_bbox: 0.2837 2023/06/06 12:51:09 - mmengine - INFO - Epoch(train) [107][300/782] lr: 4.0000e-03 eta: 20:47:04 time: 0.7595 data_time: 0.0018 memory: 2279 loss: 0.4429 loss_cls: 0.1681 loss_bbox: 0.2748 2023/06/06 12:51:39 - mmengine - INFO - Epoch(train) [107][350/782] lr: 4.0000e-03 eta: 20:46:49 time: 0.6034 data_time: 0.0019 memory: 2279 loss: 0.4628 loss_cls: 0.1785 loss_bbox: 0.2842 2023/06/06 12:52:15 - mmengine - INFO - Epoch(train) [107][400/782] lr: 4.0000e-03 eta: 20:46:44 time: 0.7142 data_time: 0.0018 memory: 2279 loss: 0.4562 loss_cls: 0.1749 loss_bbox: 0.2813 2023/06/06 12:52:45 - mmengine - INFO - Epoch(train) [107][450/782] lr: 4.0000e-03 eta: 20:46:29 time: 0.6035 data_time: 0.0018 memory: 2279 loss: 0.4636 loss_cls: 0.1790 loss_bbox: 0.2846 2023/06/06 12:53:11 - mmengine - INFO - Epoch(train) [107][500/782] lr: 4.0000e-03 eta: 20:46:08 time: 0.5287 data_time: 0.0018 memory: 2279 loss: 0.4475 loss_cls: 0.1702 loss_bbox: 0.2773 2023/06/06 12:53:40 - mmengine - INFO - Epoch(train) [107][550/782] lr: 4.0000e-03 eta: 20:45:51 time: 0.5826 data_time: 0.0019 memory: 2279 loss: 0.4410 loss_cls: 0.1666 loss_bbox: 0.2744 2023/06/06 12:54:10 - mmengine - INFO - Epoch(train) [107][600/782] lr: 4.0000e-03 eta: 20:45:35 time: 0.5948 data_time: 0.1800 memory: 2279 loss: 0.4536 loss_cls: 0.1754 loss_bbox: 0.2782 2023/06/06 12:54:31 - mmengine - INFO - Epoch(train) [107][650/782] lr: 4.0000e-03 eta: 20:45:04 time: 0.4195 data_time: 0.0018 memory: 2279 loss: 0.4628 loss_cls: 0.1803 loss_bbox: 0.2825 2023/06/06 12:54:53 - mmengine - INFO - Epoch(train) [107][700/782] lr: 4.0000e-03 eta: 20:44:34 time: 0.4420 data_time: 0.0019 memory: 2279 loss: 0.4655 loss_cls: 0.1785 loss_bbox: 0.2870 2023/06/06 12:55:37 - mmengine - INFO - Epoch(train) [107][750/782] lr: 4.0000e-03 eta: 20:44:43 time: 0.8680 data_time: 0.0019 memory: 2279 loss: 0.4588 loss_cls: 0.1771 loss_bbox: 0.2817 2023/06/06 12:55:54 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:56:32 - mmengine - INFO - Epoch(train) [108][ 50/782] lr: 4.0000e-03 eta: 20:44:29 time: 0.7626 data_time: 0.0164 memory: 2279 loss: 0.4602 loss_cls: 0.1768 loss_bbox: 0.2834 2023/06/06 12:57:04 - mmengine - INFO - Epoch(train) [108][100/782] lr: 4.0000e-03 eta: 20:44:18 time: 0.6430 data_time: 0.0019 memory: 2279 loss: 0.4543 loss_cls: 0.1726 loss_bbox: 0.2816 2023/06/06 12:57:30 - mmengine - INFO - Epoch(train) [108][150/782] lr: 4.0000e-03 eta: 20:43:55 time: 0.5253 data_time: 0.0020 memory: 2279 loss: 0.4527 loss_cls: 0.1754 loss_bbox: 0.2773 2023/06/06 12:58:09 - mmengine - INFO - Epoch(train) [108][200/782] lr: 4.0000e-03 eta: 20:43:56 time: 0.7795 data_time: 0.0019 memory: 2279 loss: 0.4558 loss_cls: 0.1757 loss_bbox: 0.2801 2023/06/06 12:58:35 - mmengine - INFO - Epoch(train) [108][250/782] lr: 4.0000e-03 eta: 20:43:33 time: 0.5129 data_time: 0.0020 memory: 2279 loss: 0.4656 loss_cls: 0.1775 loss_bbox: 0.2881 2023/06/06 12:58:56 - mmengine - INFO - Epoch(train) [108][300/782] lr: 4.0000e-03 eta: 20:43:01 time: 0.4177 data_time: 0.0019 memory: 2279 loss: 0.4317 loss_cls: 0.1656 loss_bbox: 0.2660 2023/06/06 12:59:15 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 12:59:25 - mmengine - INFO - Epoch(train) [108][350/782] lr: 4.0000e-03 eta: 20:42:45 time: 0.5898 data_time: 0.0020 memory: 2279 loss: 0.4629 loss_cls: 0.1808 loss_bbox: 0.2821 2023/06/06 12:59:47 - mmengine - INFO - Epoch(train) [108][400/782] lr: 4.0000e-03 eta: 20:42:14 time: 0.4253 data_time: 0.0020 memory: 2279 loss: 0.4522 loss_cls: 0.1740 loss_bbox: 0.2782 2023/06/06 13:00:20 - mmengine - INFO - Epoch(train) [108][450/782] lr: 4.0000e-03 eta: 20:42:05 time: 0.6716 data_time: 0.0020 memory: 2279 loss: 0.4493 loss_cls: 0.1739 loss_bbox: 0.2754 2023/06/06 13:00:58 - mmengine - INFO - Epoch(train) [108][500/782] lr: 4.0000e-03 eta: 20:42:03 time: 0.7534 data_time: 0.0020 memory: 2279 loss: 0.4661 loss_cls: 0.1795 loss_bbox: 0.2866 2023/06/06 13:01:19 - mmengine - INFO - Epoch(train) [108][550/782] lr: 4.0000e-03 eta: 20:41:32 time: 0.4216 data_time: 0.0020 memory: 2279 loss: 0.4499 loss_cls: 0.1763 loss_bbox: 0.2735 2023/06/06 13:01:40 - mmengine - INFO - Epoch(train) [108][600/782] lr: 4.0000e-03 eta: 20:41:00 time: 0.4156 data_time: 0.0020 memory: 2279 loss: 0.4643 loss_cls: 0.1770 loss_bbox: 0.2873 2023/06/06 13:02:01 - mmengine - INFO - Epoch(train) [108][650/782] lr: 4.0000e-03 eta: 20:40:29 time: 0.4223 data_time: 0.0020 memory: 2279 loss: 0.4655 loss_cls: 0.1829 loss_bbox: 0.2826 2023/06/06 13:02:22 - mmengine - INFO - Epoch(train) [108][700/782] lr: 4.0000e-03 eta: 20:39:58 time: 0.4256 data_time: 0.0020 memory: 2279 loss: 0.4574 loss_cls: 0.1744 loss_bbox: 0.2830 2023/06/06 13:02:58 - mmengine - INFO - Epoch(train) [108][750/782] lr: 4.0000e-03 eta: 20:39:53 time: 0.7174 data_time: 0.0021 memory: 2279 loss: 0.4625 loss_cls: 0.1754 loss_bbox: 0.2871 2023/06/06 13:03:23 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 13:03:52 - mmengine - INFO - Epoch(train) [109][ 50/782] lr: 4.0000e-03 eta: 20:39:35 time: 0.5772 data_time: 0.0149 memory: 2279 loss: 0.4477 loss_cls: 0.1721 loss_bbox: 0.2757 2023/06/06 13:04:23 - mmengine - INFO - Epoch(train) [109][100/782] lr: 4.0000e-03 eta: 20:39:22 time: 0.6241 data_time: 0.0762 memory: 2279 loss: 0.4668 loss_cls: 0.1834 loss_bbox: 0.2835 2023/06/06 13:05:04 - mmengine - INFO - Epoch(train) [109][150/782] lr: 4.0000e-03 eta: 20:39:25 time: 0.8144 data_time: 0.0021 memory: 2279 loss: 0.4582 loss_cls: 0.1775 loss_bbox: 0.2808 2023/06/06 13:05:25 - mmengine - INFO - Epoch(train) [109][200/782] lr: 4.0000e-03 eta: 20:38:54 time: 0.4249 data_time: 0.0020 memory: 2279 loss: 0.4679 loss_cls: 0.1794 loss_bbox: 0.2885 2023/06/06 13:05:58 - mmengine - INFO - Epoch(train) [109][250/782] lr: 4.0000e-03 eta: 20:38:44 time: 0.6606 data_time: 0.1331 memory: 2279 loss: 0.4581 loss_cls: 0.1775 loss_bbox: 0.2806 2023/06/06 13:06:32 - mmengine - INFO - Epoch(train) [109][300/782] lr: 4.0000e-03 eta: 20:38:36 time: 0.6880 data_time: 0.0019 memory: 2279 loss: 0.4651 loss_cls: 0.1779 loss_bbox: 0.2872 2023/06/06 13:06:58 - mmengine - INFO - Epoch(train) [109][350/782] lr: 4.0000e-03 eta: 20:38:13 time: 0.5092 data_time: 0.0020 memory: 2279 loss: 0.4438 loss_cls: 0.1681 loss_bbox: 0.2757 2023/06/06 13:07:46 - mmengine - INFO - Epoch(train) [109][400/782] lr: 4.0000e-03 eta: 20:38:30 time: 0.9691 data_time: 0.0020 memory: 2279 loss: 0.4594 loss_cls: 0.1763 loss_bbox: 0.2831 2023/06/06 13:08:07 - mmengine - INFO - Epoch(train) [109][450/782] lr: 4.0000e-03 eta: 20:37:58 time: 0.4168 data_time: 0.0020 memory: 2279 loss: 0.4507 loss_cls: 0.1723 loss_bbox: 0.2784 2023/06/06 13:08:36 - mmengine - INFO - Epoch(train) [109][500/782] lr: 4.0000e-03 eta: 20:37:41 time: 0.5834 data_time: 0.0020 memory: 2279 loss: 0.4527 loss_cls: 0.1704 loss_bbox: 0.2823 2023/06/06 13:09:05 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 13:09:08 - mmengine - INFO - Epoch(train) [109][550/782] lr: 4.0000e-03 eta: 20:37:27 time: 0.6282 data_time: 0.0021 memory: 2279 loss: 0.4592 loss_cls: 0.1770 loss_bbox: 0.2822 2023/06/06 13:09:38 - mmengine - INFO - Epoch(train) [109][600/782] lr: 4.0000e-03 eta: 20:37:12 time: 0.6072 data_time: 0.0020 memory: 2279 loss: 0.4580 loss_cls: 0.1768 loss_bbox: 0.2812 2023/06/06 13:10:20 - mmengine - INFO - Epoch(train) [109][650/782] lr: 4.0000e-03 eta: 20:37:17 time: 0.8313 data_time: 0.0019 memory: 2279 loss: 0.4541 loss_cls: 0.1758 loss_bbox: 0.2784 2023/06/06 13:10:51 - mmengine - INFO - Epoch(train) [109][700/782] lr: 4.0000e-03 eta: 20:37:03 time: 0.6257 data_time: 0.0021 memory: 2279 loss: 0.4510 loss_cls: 0.1761 loss_bbox: 0.2749 2023/06/06 13:11:20 - mmengine - INFO - Epoch(train) [109][750/782] lr: 4.0000e-03 eta: 20:36:46 time: 0.5852 data_time: 0.0019 memory: 2279 loss: 0.4674 loss_cls: 0.1838 loss_bbox: 0.2835 2023/06/06 13:11:31 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 13:12:12 - mmengine - INFO - Epoch(train) [110][ 50/782] lr: 4.0000e-03 eta: 20:36:25 time: 0.8133 data_time: 0.0258 memory: 2279 loss: 0.4769 loss_cls: 0.1867 loss_bbox: 0.2903 2023/06/06 13:12:44 - mmengine - INFO - Epoch(train) [110][100/782] lr: 4.0000e-03 eta: 20:36:13 time: 0.6428 data_time: 0.0019 memory: 2279 loss: 0.4584 loss_cls: 0.1767 loss_bbox: 0.2816 2023/06/06 13:13:13 - mmengine - INFO - Epoch(train) [110][150/782] lr: 4.0000e-03 eta: 20:35:55 time: 0.5703 data_time: 0.0019 memory: 2279 loss: 0.4450 loss_cls: 0.1676 loss_bbox: 0.2774 2023/06/06 13:13:46 - mmengine - INFO - Epoch(train) [110][200/782] lr: 4.0000e-03 eta: 20:35:45 time: 0.6703 data_time: 0.1811 memory: 2279 loss: 0.4558 loss_cls: 0.1709 loss_bbox: 0.2849 2023/06/06 13:14:16 - mmengine - INFO - Epoch(train) [110][250/782] lr: 4.0000e-03 eta: 20:35:29 time: 0.5966 data_time: 0.1774 memory: 2279 loss: 0.4531 loss_cls: 0.1745 loss_bbox: 0.2786 2023/06/06 13:14:45 - mmengine - INFO - Epoch(train) [110][300/782] lr: 4.0000e-03 eta: 20:35:11 time: 0.5731 data_time: 0.0019 memory: 2279 loss: 0.4714 loss_cls: 0.1841 loss_bbox: 0.2874 2023/06/06 13:15:16 - mmengine - INFO - Epoch(train) [110][350/782] lr: 4.0000e-03 eta: 20:34:57 time: 0.6258 data_time: 0.0020 memory: 2279 loss: 0.4469 loss_cls: 0.1716 loss_bbox: 0.2753 2023/06/06 13:15:46 - mmengine - INFO - Epoch(train) [110][400/782] lr: 4.0000e-03 eta: 20:34:41 time: 0.5970 data_time: 0.1747 memory: 2279 loss: 0.4642 loss_cls: 0.1795 loss_bbox: 0.2847 2023/06/06 13:16:29 - mmengine - INFO - Epoch(train) [110][450/782] lr: 4.0000e-03 eta: 20:34:47 time: 0.8581 data_time: 0.3196 memory: 2279 loss: 0.4516 loss_cls: 0.1718 loss_bbox: 0.2798 2023/06/06 13:16:51 - mmengine - INFO - Epoch(train) [110][500/782] lr: 4.0000e-03 eta: 20:34:18 time: 0.4456 data_time: 0.0020 memory: 2279 loss: 0.4578 loss_cls: 0.1734 loss_bbox: 0.2844 2023/06/06 13:17:29 - mmengine - INFO - Epoch(train) [110][550/782] lr: 4.0000e-03 eta: 20:34:15 time: 0.7501 data_time: 0.0021 memory: 2279 loss: 0.4476 loss_cls: 0.1736 loss_bbox: 0.2740 2023/06/06 13:17:58 - mmengine - INFO - Epoch(train) [110][600/782] lr: 4.0000e-03 eta: 20:33:57 time: 0.5838 data_time: 0.0019 memory: 2279 loss: 0.4588 loss_cls: 0.1768 loss_bbox: 0.2820 2023/06/06 13:18:27 - mmengine - INFO - Epoch(train) [110][650/782] lr: 4.0000e-03 eta: 20:33:40 time: 0.5825 data_time: 0.0020 memory: 2279 loss: 0.4536 loss_cls: 0.1745 loss_bbox: 0.2791 2023/06/06 13:18:48 - mmengine - INFO - Epoch(train) [110][700/782] lr: 4.0000e-03 eta: 20:33:09 time: 0.4264 data_time: 0.0020 memory: 2279 loss: 0.4527 loss_cls: 0.1728 loss_bbox: 0.2799 2023/06/06 13:19:28 - mmengine - INFO - Epoch(train) [110][750/782] lr: 4.0000e-03 eta: 20:33:09 time: 0.7897 data_time: 0.0022 memory: 2279 loss: 0.4473 loss_cls: 0.1729 loss_bbox: 0.2744 2023/06/06 13:19:33 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 13:19:40 - mmengine - INFO - Exp name: hand_det_20230606_012333 2023/06/06 13:19:40 - mmengine - INFO - Saving checkpoint at 110 epochs 2023/06/06 13:19:57 - mmengine - INFO - Evaluating bbox... 2023/06/06 13:19:59 - mmengine - INFO - bbox_mAP_copypaste: 0.619 0.950 0.655 0.400 0.576 0.629 2023/06/06 13:19:59 - mmengine - INFO - Epoch(val) [110][43/43] coco/bbox_mAP: 0.6190 coco/bbox_mAP_50: 0.9500 coco/bbox_mAP_75: 0.6550 coco/bbox_mAP_s: 0.4000 coco/bbox_mAP_m: 0.5760 coco/bbox_mAP_l: 0.6290 data_time: 0.0323 time: 0.0594 2023/06/06 16:30:35 - mmengine - INFO - Epoch(train) [111][ 50/782] lr: 4.0000e-03 eta: 1 day, 13:07:07 time: 0.8997 data_time: 0.1948 memory: 2282 loss: 0.4644 loss_cls: 0.1811 loss_bbox: 0.2833 2023/06/06 16:30:58 - mmengine - INFO - Epoch(train) [111][100/782] lr: 4.0000e-03 eta: 1 day, 3:58:35 time: 0.4570 data_time: 0.0022 memory: 2282 loss: 0.4680 loss_cls: 0.1795 loss_bbox: 0.2885 2023/06/06 16:31:21 - mmengine - INFO - Epoch(train) [111][150/782] lr: 4.0000e-03 eta: 1 day, 0:59:20 time: 0.4616 data_time: 0.0020 memory: 2282 loss: 0.4607 loss_cls: 0.1757 loss_bbox: 0.2850 2023/06/06 16:32:03 - mmengine - INFO - Epoch(train) [111][200/782] lr: 4.0000e-03 eta: 1 day, 3:25:46 time: 0.8438 data_time: 0.0020 memory: 2282 loss: 0.4578 loss_cls: 0.1725 loss_bbox: 0.2853 2023/06/06 16:32:26 - mmengine - INFO - Epoch(train) [111][250/782] lr: 4.0000e-03 eta: 1 day, 1:42:04 time: 0.4569 data_time: 0.0019 memory: 2282 loss: 0.4712 loss_cls: 0.1831 loss_bbox: 0.2881 2023/06/06 16:32:56 - mmengine - INFO - Epoch(train) [111][300/782] lr: 4.0000e-03 eta: 1 day, 1:32:49 time: 0.6026 data_time: 0.0019 memory: 2282 loss: 0.4429 loss_cls: 0.1720 loss_bbox: 0.2709 2023/06/06 16:33:44 - mmengine - INFO - Epoch(train) [111][350/782] lr: 4.0000e-03 eta: 1 day, 3:32:02 time: 0.9595 data_time: 0.0020 memory: 2282 loss: 0.4526 loss_cls: 0.1740 loss_bbox: 0.2786 2023/06/06 16:34:06 - mmengine - INFO - Epoch(train) [111][400/782] lr: 4.0000e-03 eta: 1 day, 2:20:29 time: 0.4388 data_time: 0.0020 memory: 2282 loss: 0.4556 loss_cls: 0.1773 loss_bbox: 0.2783 2023/06/06 16:34:57 - mmengine - INFO - Epoch(train) [111][450/782] lr: 4.0000e-03 eta: 1 day, 4:00:21 time: 1.0060 data_time: 0.0020 memory: 2282 loss: 0.4592 loss_cls: 0.1765 loss_bbox: 0.2826 2023/06/06 16:35:28 - mmengine - INFO - Epoch(train) [111][500/782] lr: 4.0000e-03 eta: 1 day, 3:44:10 time: 0.6174 data_time: 0.0020 memory: 2282 loss: 0.4702 loss_cls: 0.1856 loss_bbox: 0.2846 2023/06/06 16:36:01 - mmengine - INFO - Epoch(train) [111][550/782] lr: 4.0000e-03 eta: 1 day, 3:41:18 time: 0.6640 data_time: 0.0019 memory: 2282 loss: 0.4481 loss_cls: 0.1717 loss_bbox: 0.2765 2023/06/06 16:36:44 - mmengine - INFO - Epoch(train) [111][600/782] lr: 4.0000e-03 eta: 1 day, 4:18:59 time: 0.8595 data_time: 0.0019 memory: 2282 loss: 0.4566 loss_cls: 0.1738 loss_bbox: 0.2828 2023/06/06 16:37:10 - mmengine - INFO - Epoch(train) [111][650/782] lr: 4.0000e-03 eta: 1 day, 3:46:12 time: 0.5190 data_time: 0.0020 memory: 2282 loss: 0.4543 loss_cls: 0.1722 loss_bbox: 0.2821 2023/06/06 16:37:52 - mmengine - INFO - Epoch(train) [111][700/782] lr: 4.0000e-03 eta: 1 day, 4:16:02 time: 0.8485 data_time: 0.0020 memory: 2282 loss: 0.4493 loss_cls: 0.1713 loss_bbox: 0.2780 2023/06/06 16:38:36 - mmengine - INFO - Epoch(train) [111][750/782] lr: 4.0000e-03 eta: 1 day, 4:48:03 time: 0.8866 data_time: 0.0020 memory: 2282 loss: 0.4456 loss_cls: 0.1688 loss_bbox: 0.2768 2023/06/06 16:38:56 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 16:39:47 - mmengine - INFO - Epoch(train) [112][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:26:32 time: 1.0350 data_time: 0.0177 memory: 2282 loss: 0.4633 loss_cls: 0.1734 loss_bbox: 0.2900 2023/06/06 16:40:21 - mmengine - INFO - Epoch(train) [112][100/782] lr: 4.0000e-03 eta: 1 day, 5:18:58 time: 0.6674 data_time: 0.0019 memory: 2282 loss: 0.4465 loss_cls: 0.1739 loss_bbox: 0.2726 2023/06/06 16:40:56 - mmengine - INFO - Epoch(train) [112][150/782] lr: 4.0000e-03 eta: 1 day, 5:18:11 time: 0.7132 data_time: 0.0929 memory: 2282 loss: 0.4549 loss_cls: 0.1740 loss_bbox: 0.2809 2023/06/06 16:41:27 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 16:41:28 - mmengine - INFO - Epoch(train) [112][200/782] lr: 4.0000e-03 eta: 1 day, 5:06:24 time: 0.6252 data_time: 0.0020 memory: 2282 loss: 0.4603 loss_cls: 0.1763 loss_bbox: 0.2840 2023/06/06 16:42:04 - mmengine - INFO - Epoch(train) [112][250/782] lr: 4.0000e-03 eta: 1 day, 5:08:10 time: 0.7297 data_time: 0.0019 memory: 2282 loss: 0.4404 loss_cls: 0.1688 loss_bbox: 0.2716 2023/06/06 16:42:49 - mmengine - INFO - Epoch(train) [112][300/782] lr: 4.0000e-03 eta: 1 day, 5:27:59 time: 0.8905 data_time: 0.0020 memory: 2282 loss: 0.4495 loss_cls: 0.1752 loss_bbox: 0.2743 2023/06/06 16:43:28 - mmengine - INFO - Epoch(train) [112][350/782] lr: 4.0000e-03 eta: 1 day, 5:34:40 time: 0.7863 data_time: 0.0019 memory: 2282 loss: 0.4770 loss_cls: 0.1876 loss_bbox: 0.2894 2023/06/06 16:43:57 - mmengine - INFO - Epoch(train) [112][400/782] lr: 4.0000e-03 eta: 1 day, 5:19:04 time: 0.5779 data_time: 0.1347 memory: 2282 loss: 0.4575 loss_cls: 0.1757 loss_bbox: 0.2818 2023/06/06 16:44:25 - mmengine - INFO - Epoch(train) [112][450/782] lr: 4.0000e-03 eta: 1 day, 5:03:13 time: 0.5630 data_time: 0.1203 memory: 2282 loss: 0.4512 loss_cls: 0.1735 loss_bbox: 0.2777 2023/06/06 16:44:47 - mmengine - INFO - Epoch(train) [112][500/782] lr: 4.0000e-03 eta: 1 day, 4:37:14 time: 0.4446 data_time: 0.0019 memory: 2282 loss: 0.4518 loss_cls: 0.1709 loss_bbox: 0.2809 2023/06/06 16:45:38 - mmengine - INFO - Epoch(train) [112][550/782] lr: 4.0000e-03 eta: 1 day, 5:05:47 time: 1.0157 data_time: 0.0019 memory: 2282 loss: 0.4637 loss_cls: 0.1784 loss_bbox: 0.2853 2023/06/06 16:46:23 - mmengine - INFO - Epoch(train) [112][600/782] lr: 4.0000e-03 eta: 1 day, 5:21:02 time: 0.8899 data_time: 0.0019 memory: 2282 loss: 0.4595 loss_cls: 0.1759 loss_bbox: 0.2836 2023/06/06 16:47:02 - mmengine - INFO - Epoch(train) [112][650/782] lr: 4.0000e-03 eta: 1 day, 5:26:04 time: 0.7835 data_time: 0.0018 memory: 2282 loss: 0.4521 loss_cls: 0.1755 loss_bbox: 0.2766 2023/06/06 16:47:37 - mmengine - INFO - Epoch(train) [112][700/782] lr: 4.0000e-03 eta: 1 day, 5:23:54 time: 0.7014 data_time: 0.0018 memory: 2282 loss: 0.4576 loss_cls: 0.1772 loss_bbox: 0.2805 2023/06/06 16:48:13 - mmengine - INFO - Epoch(train) [112][750/782] lr: 4.0000e-03 eta: 1 day, 5:23:36 time: 0.7231 data_time: 0.0019 memory: 2282 loss: 0.4619 loss_cls: 0.1824 loss_bbox: 0.2794 2023/06/06 16:48:26 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 16:49:17 - mmengine - INFO - Epoch(train) [113][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:30:23 time: 1.0329 data_time: 0.0222 memory: 2282 loss: 0.4545 loss_cls: 0.1749 loss_bbox: 0.2796 2023/06/06 16:49:49 - mmengine - INFO - Epoch(train) [113][100/782] lr: 4.0000e-03 eta: 1 day, 5:23:41 time: 0.6399 data_time: 0.1754 memory: 2282 loss: 0.4646 loss_cls: 0.1783 loss_bbox: 0.2863 2023/06/06 16:50:11 - mmengine - INFO - Epoch(train) [113][150/782] lr: 4.0000e-03 eta: 1 day, 5:02:44 time: 0.4352 data_time: 0.0019 memory: 2282 loss: 0.4797 loss_cls: 0.1871 loss_bbox: 0.2926 2023/06/06 16:50:41 - mmengine - INFO - Epoch(train) [113][200/782] lr: 4.0000e-03 eta: 1 day, 4:54:00 time: 0.5947 data_time: 0.1547 memory: 2282 loss: 0.4622 loss_cls: 0.1762 loss_bbox: 0.2861 2023/06/06 16:51:20 - mmengine - INFO - Epoch(train) [113][250/782] lr: 4.0000e-03 eta: 1 day, 4:58:59 time: 0.7915 data_time: 0.0018 memory: 2282 loss: 0.4606 loss_cls: 0.1728 loss_bbox: 0.2878 2023/06/06 16:51:42 - mmengine - INFO - Epoch(train) [113][300/782] lr: 4.0000e-03 eta: 1 day, 4:40:44 time: 0.4417 data_time: 0.0019 memory: 2282 loss: 0.4771 loss_cls: 0.1827 loss_bbox: 0.2944 2023/06/06 16:52:16 - mmengine - INFO - Epoch(train) [113][350/782] lr: 4.0000e-03 eta: 1 day, 4:37:59 time: 0.6697 data_time: 0.1459 memory: 2282 loss: 0.4674 loss_cls: 0.1844 loss_bbox: 0.2830 2023/06/06 16:52:38 - mmengine - INFO - Epoch(train) [113][400/782] lr: 4.0000e-03 eta: 1 day, 4:21:23 time: 0.4454 data_time: 0.0020 memory: 2282 loss: 0.4561 loss_cls: 0.1762 loss_bbox: 0.2799 2023/06/06 16:52:56 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 16:53:21 - mmengine - INFO - Epoch(train) [113][450/782] lr: 4.0000e-03 eta: 1 day, 4:31:05 time: 0.8659 data_time: 0.0019 memory: 2282 loss: 0.4578 loss_cls: 0.1752 loss_bbox: 0.2827 2023/06/06 16:54:01 - mmengine - INFO - Epoch(train) [113][500/782] lr: 4.0000e-03 eta: 1 day, 4:36:10 time: 0.7961 data_time: 0.0019 memory: 2282 loss: 0.4583 loss_cls: 0.1757 loss_bbox: 0.2826 2023/06/06 16:54:37 - mmengine - INFO - Epoch(train) [113][550/782] lr: 4.0000e-03 eta: 1 day, 4:36:46 time: 0.7235 data_time: 0.0020 memory: 2282 loss: 0.4631 loss_cls: 0.1788 loss_bbox: 0.2843 2023/06/06 16:54:59 - mmengine - INFO - Epoch(train) [113][600/782] lr: 4.0000e-03 eta: 1 day, 4:21:05 time: 0.4354 data_time: 0.0020 memory: 2282 loss: 0.4535 loss_cls: 0.1729 loss_bbox: 0.2806 2023/06/06 16:55:35 - mmengine - INFO - Epoch(train) [113][650/782] lr: 4.0000e-03 eta: 1 day, 4:21:13 time: 0.7103 data_time: 0.0020 memory: 2282 loss: 0.4565 loss_cls: 0.1749 loss_bbox: 0.2817 2023/06/06 16:56:16 - mmengine - INFO - Epoch(train) [113][700/782] lr: 4.0000e-03 eta: 1 day, 4:27:11 time: 0.8189 data_time: 0.0020 memory: 2282 loss: 0.4453 loss_cls: 0.1712 loss_bbox: 0.2740 2023/06/06 16:56:52 - mmengine - INFO - Epoch(train) [113][750/782] lr: 4.0000e-03 eta: 1 day, 4:28:21 time: 0.7331 data_time: 0.0020 memory: 2282 loss: 0.4505 loss_cls: 0.1728 loss_bbox: 0.2777 2023/06/06 16:57:08 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 16:57:53 - mmengine - INFO - Epoch(train) [114][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:30:35 time: 0.8955 data_time: 0.0365 memory: 2282 loss: 0.4619 loss_cls: 0.1777 loss_bbox: 0.2842 2023/06/06 16:58:44 - mmengine - INFO - Epoch(train) [114][100/782] lr: 4.0000e-03 eta: 1 day, 4:45:51 time: 1.0206 data_time: 0.0020 memory: 2282 loss: 0.4521 loss_cls: 0.1749 loss_bbox: 0.2772 2023/06/06 16:59:24 - mmengine - INFO - Epoch(train) [114][150/782] lr: 4.0000e-03 eta: 1 day, 4:49:22 time: 0.7929 data_time: 0.0019 memory: 2282 loss: 0.4704 loss_cls: 0.1839 loss_bbox: 0.2865 2023/06/06 17:00:00 - mmengine - INFO - Epoch(train) [114][200/782] lr: 4.0000e-03 eta: 1 day, 4:49:35 time: 0.7271 data_time: 0.0019 memory: 2282 loss: 0.4557 loss_cls: 0.1768 loss_bbox: 0.2789 2023/06/06 17:00:31 - mmengine - INFO - Epoch(train) [114][250/782] lr: 4.0000e-03 eta: 1 day, 4:44:41 time: 0.6185 data_time: 0.0020 memory: 2282 loss: 0.4598 loss_cls: 0.1753 loss_bbox: 0.2845 2023/06/06 17:00:53 - mmengine - INFO - Epoch(train) [114][300/782] lr: 4.0000e-03 eta: 1 day, 4:31:52 time: 0.4431 data_time: 0.0019 memory: 2282 loss: 0.4702 loss_cls: 0.1848 loss_bbox: 0.2853 2023/06/06 17:01:39 - mmengine - INFO - Epoch(train) [114][350/782] lr: 4.0000e-03 eta: 1 day, 4:40:27 time: 0.9070 data_time: 0.0019 memory: 2282 loss: 0.4461 loss_cls: 0.1711 loss_bbox: 0.2750 2023/06/06 17:02:19 - mmengine - INFO - Epoch(train) [114][400/782] lr: 4.0000e-03 eta: 1 day, 4:44:24 time: 0.8103 data_time: 0.3713 memory: 2282 loss: 0.4535 loss_cls: 0.1777 loss_bbox: 0.2758 2023/06/06 17:02:46 - mmengine - INFO - Epoch(train) [114][450/782] lr: 4.0000e-03 eta: 1 day, 4:36:03 time: 0.5309 data_time: 0.0020 memory: 2282 loss: 0.4413 loss_cls: 0.1670 loss_bbox: 0.2743 2023/06/06 17:03:38 - mmengine - INFO - Epoch(train) [114][500/782] lr: 4.0000e-03 eta: 1 day, 4:50:06 time: 1.0493 data_time: 0.0021 memory: 2282 loss: 0.4682 loss_cls: 0.1825 loss_bbox: 0.2856 2023/06/06 17:04:21 - mmengine - INFO - Epoch(train) [114][550/782] lr: 4.0000e-03 eta: 1 day, 4:55:53 time: 0.8644 data_time: 0.0020 memory: 2282 loss: 0.4473 loss_cls: 0.1731 loss_bbox: 0.2741 2023/06/06 17:05:00 - mmengine - INFO - Epoch(train) [114][600/782] lr: 4.0000e-03 eta: 1 day, 4:57:53 time: 0.7780 data_time: 0.0019 memory: 2282 loss: 0.4590 loss_cls: 0.1720 loss_bbox: 0.2870 2023/06/06 17:05:29 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:05:50 - mmengine - INFO - Epoch(train) [114][650/782] lr: 4.0000e-03 eta: 1 day, 5:08:24 time: 0.9902 data_time: 0.0019 memory: 2282 loss: 0.4511 loss_cls: 0.1754 loss_bbox: 0.2757 2023/06/06 17:06:12 - mmengine - INFO - Epoch(train) [114][700/782] lr: 4.0000e-03 eta: 1 day, 4:56:52 time: 0.4462 data_time: 0.0019 memory: 2282 loss: 0.4382 loss_cls: 0.1663 loss_bbox: 0.2719 2023/06/06 17:06:50 - mmengine - INFO - Epoch(train) [114][750/782] lr: 4.0000e-03 eta: 1 day, 4:57:45 time: 0.7537 data_time: 0.0018 memory: 2282 loss: 0.4631 loss_cls: 0.1787 loss_bbox: 0.2844 2023/06/06 17:07:18 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:07:55 - mmengine - INFO - Epoch(train) [115][ 50/782] lr: 4.0000e-03 eta: 1 day, 5:01:51 time: 0.7428 data_time: 0.0174 memory: 2282 loss: 0.4687 loss_cls: 0.1809 loss_bbox: 0.2878 2023/06/06 17:08:36 - mmengine - INFO - Epoch(train) [115][100/782] lr: 4.0000e-03 eta: 1 day, 5:04:32 time: 0.8065 data_time: 0.0019 memory: 2282 loss: 0.4541 loss_cls: 0.1738 loss_bbox: 0.2802 2023/06/06 17:08:58 - mmengine - INFO - Epoch(train) [115][150/782] lr: 4.0000e-03 eta: 1 day, 4:53:48 time: 0.4459 data_time: 0.0019 memory: 2282 loss: 0.4545 loss_cls: 0.1714 loss_bbox: 0.2831 2023/06/06 17:09:28 - mmengine - INFO - Epoch(train) [115][200/782] lr: 4.0000e-03 eta: 1 day, 4:49:10 time: 0.6046 data_time: 0.0021 memory: 2282 loss: 0.4416 loss_cls: 0.1694 loss_bbox: 0.2721 2023/06/06 17:10:12 - mmengine - INFO - Epoch(train) [115][250/782] lr: 4.0000e-03 eta: 1 day, 4:54:12 time: 0.8715 data_time: 0.1969 memory: 2282 loss: 0.4447 loss_cls: 0.1704 loss_bbox: 0.2743 2023/06/06 17:10:46 - mmengine - INFO - Epoch(train) [115][300/782] lr: 4.0000e-03 eta: 1 day, 4:52:29 time: 0.6850 data_time: 0.0019 memory: 2282 loss: 0.4549 loss_cls: 0.1725 loss_bbox: 0.2824 2023/06/06 17:11:22 - mmengine - INFO - Epoch(train) [115][350/782] lr: 4.0000e-03 eta: 1 day, 4:51:44 time: 0.7115 data_time: 0.0019 memory: 2282 loss: 0.4608 loss_cls: 0.1762 loss_bbox: 0.2847 2023/06/06 17:11:52 - mmengine - INFO - Epoch(train) [115][400/782] lr: 4.0000e-03 eta: 1 day, 4:47:46 time: 0.6178 data_time: 0.0020 memory: 2282 loss: 0.4495 loss_cls: 0.1757 loss_bbox: 0.2738 2023/06/06 17:12:29 - mmengine - INFO - Epoch(train) [115][450/782] lr: 4.0000e-03 eta: 1 day, 4:47:50 time: 0.7345 data_time: 0.0019 memory: 2282 loss: 0.4565 loss_cls: 0.1714 loss_bbox: 0.2850 2023/06/06 17:12:59 - mmengine - INFO - Epoch(train) [115][500/782] lr: 4.0000e-03 eta: 1 day, 4:43:05 time: 0.5902 data_time: 0.0019 memory: 2282 loss: 0.4470 loss_cls: 0.1705 loss_bbox: 0.2765 2023/06/06 17:13:28 - mmengine - INFO - Epoch(train) [115][550/782] lr: 4.0000e-03 eta: 1 day, 4:38:29 time: 0.5912 data_time: 0.1542 memory: 2282 loss: 0.4456 loss_cls: 0.1672 loss_bbox: 0.2784 2023/06/06 17:14:00 - mmengine - INFO - Epoch(train) [115][600/782] lr: 4.0000e-03 eta: 1 day, 4:35:11 time: 0.6277 data_time: 0.0021 memory: 2282 loss: 0.4664 loss_cls: 0.1846 loss_bbox: 0.2818 2023/06/06 17:14:34 - mmengine - INFO - Epoch(train) [115][650/782] lr: 4.0000e-03 eta: 1 day, 4:33:50 time: 0.6870 data_time: 0.0019 memory: 2282 loss: 0.4578 loss_cls: 0.1716 loss_bbox: 0.2862 2023/06/06 17:15:19 - mmengine - INFO - Epoch(train) [115][700/782] lr: 4.0000e-03 eta: 1 day, 4:39:26 time: 0.9066 data_time: 0.0020 memory: 2282 loss: 0.4582 loss_cls: 0.1787 loss_bbox: 0.2795 2023/06/06 17:15:50 - mmengine - INFO - Epoch(train) [115][750/782] lr: 4.0000e-03 eta: 1 day, 4:35:40 time: 0.6108 data_time: 0.0021 memory: 2282 loss: 0.4612 loss_cls: 0.1769 loss_bbox: 0.2843 2023/06/06 17:16:02 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:16:26 - mmengine - INFO - Epoch(train) [116][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:21:05 time: 0.4757 data_time: 0.0174 memory: 2282 loss: 0.4617 loss_cls: 0.1740 loss_bbox: 0.2877 2023/06/06 17:16:45 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:17:10 - mmengine - INFO - Epoch(train) [116][100/782] lr: 4.0000e-03 eta: 1 day, 4:25:39 time: 0.8773 data_time: 0.0019 memory: 2282 loss: 0.4682 loss_cls: 0.1802 loss_bbox: 0.2880 2023/06/06 17:17:35 - mmengine - INFO - Epoch(train) [116][150/782] lr: 4.0000e-03 eta: 1 day, 4:19:00 time: 0.5036 data_time: 0.0020 memory: 2282 loss: 0.4651 loss_cls: 0.1806 loss_bbox: 0.2845 2023/06/06 17:18:05 - mmengine - INFO - Epoch(train) [116][200/782] lr: 4.0000e-03 eta: 1 day, 4:15:16 time: 0.5979 data_time: 0.0022 memory: 2282 loss: 0.4687 loss_cls: 0.1832 loss_bbox: 0.2854 2023/06/06 17:18:42 - mmengine - INFO - Epoch(train) [116][250/782] lr: 4.0000e-03 eta: 1 day, 4:15:53 time: 0.7460 data_time: 0.0021 memory: 2282 loss: 0.4696 loss_cls: 0.1779 loss_bbox: 0.2916 2023/06/06 17:19:24 - mmengine - INFO - Epoch(train) [116][300/782] lr: 4.0000e-03 eta: 1 day, 4:19:09 time: 0.8392 data_time: 0.0019 memory: 2282 loss: 0.4601 loss_cls: 0.1777 loss_bbox: 0.2824 2023/06/06 17:19:58 - mmengine - INFO - Epoch(train) [116][350/782] lr: 4.0000e-03 eta: 1 day, 4:17:48 time: 0.6789 data_time: 0.2214 memory: 2282 loss: 0.4585 loss_cls: 0.1776 loss_bbox: 0.2809 2023/06/06 17:20:46 - mmengine - INFO - Epoch(train) [116][400/782] lr: 4.0000e-03 eta: 1 day, 4:24:28 time: 0.9662 data_time: 0.2411 memory: 2282 loss: 0.4528 loss_cls: 0.1736 loss_bbox: 0.2792 2023/06/06 17:21:37 - mmengine - INFO - Epoch(train) [116][450/782] lr: 4.0000e-03 eta: 1 day, 4:32:21 time: 1.0161 data_time: 0.2257 memory: 2282 loss: 0.4593 loss_cls: 0.1776 loss_bbox: 0.2817 2023/06/06 17:22:14 - mmengine - INFO - Epoch(train) [116][500/782] lr: 4.0000e-03 eta: 1 day, 4:32:27 time: 0.7380 data_time: 0.3046 memory: 2282 loss: 0.4683 loss_cls: 0.1823 loss_bbox: 0.2860 2023/06/06 17:22:41 - mmengine - INFO - Epoch(train) [116][550/782] lr: 4.0000e-03 eta: 1 day, 4:27:03 time: 0.5341 data_time: 0.0021 memory: 2282 loss: 0.4520 loss_cls: 0.1735 loss_bbox: 0.2785 2023/06/06 17:23:14 - mmengine - INFO - Epoch(train) [116][600/782] lr: 4.0000e-03 eta: 1 day, 4:25:23 time: 0.6703 data_time: 0.0019 memory: 2282 loss: 0.4589 loss_cls: 0.1750 loss_bbox: 0.2839 2023/06/06 17:23:41 - mmengine - INFO - Epoch(train) [116][650/782] lr: 4.0000e-03 eta: 1 day, 4:19:59 time: 0.5280 data_time: 0.0019 memory: 2282 loss: 0.4408 loss_cls: 0.1662 loss_bbox: 0.2746 2023/06/06 17:24:14 - mmengine - INFO - Epoch(train) [116][700/782] lr: 4.0000e-03 eta: 1 day, 4:18:26 time: 0.6714 data_time: 0.0019 memory: 2282 loss: 0.4640 loss_cls: 0.1800 loss_bbox: 0.2840 2023/06/06 17:24:51 - mmengine - INFO - Epoch(train) [116][750/782] lr: 4.0000e-03 eta: 1 day, 4:18:23 time: 0.7287 data_time: 0.0020 memory: 2282 loss: 0.4577 loss_cls: 0.1734 loss_bbox: 0.2843 2023/06/06 17:25:03 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:25:51 - mmengine - INFO - Epoch(train) [117][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:18:26 time: 0.9568 data_time: 0.0143 memory: 2282 loss: 0.4487 loss_cls: 0.1676 loss_bbox: 0.2811 2023/06/06 17:26:26 - mmengine - INFO - Epoch(train) [117][100/782] lr: 4.0000e-03 eta: 1 day, 4:17:44 time: 0.7039 data_time: 0.0019 memory: 2282 loss: 0.4533 loss_cls: 0.1715 loss_bbox: 0.2818 2023/06/06 17:27:15 - mmengine - INFO - Epoch(train) [117][150/782] lr: 4.0000e-03 eta: 1 day, 4:24:02 time: 0.9871 data_time: 0.0021 memory: 2282 loss: 0.4554 loss_cls: 0.1748 loss_bbox: 0.2806 2023/06/06 17:27:38 - mmengine - INFO - Epoch(train) [117][200/782] lr: 4.0000e-03 eta: 1 day, 4:16:57 time: 0.4460 data_time: 0.0021 memory: 2282 loss: 0.4583 loss_cls: 0.1741 loss_bbox: 0.2842 2023/06/06 17:28:00 - mmengine - INFO - Epoch(train) [117][250/782] lr: 4.0000e-03 eta: 1 day, 4:09:57 time: 0.4436 data_time: 0.0020 memory: 2282 loss: 0.4593 loss_cls: 0.1731 loss_bbox: 0.2863 2023/06/06 17:28:49 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:28:54 - mmengine - INFO - Epoch(train) [117][300/782] lr: 4.0000e-03 eta: 1 day, 4:18:15 time: 1.0773 data_time: 0.3635 memory: 2282 loss: 0.4570 loss_cls: 0.1768 loss_bbox: 0.2802 2023/06/06 17:29:36 - mmengine - INFO - Epoch(train) [117][350/782] lr: 4.0000e-03 eta: 1 day, 4:21:03 time: 0.8523 data_time: 0.4123 memory: 2282 loss: 0.4628 loss_cls: 0.1750 loss_bbox: 0.2878 2023/06/06 17:30:08 - mmengine - INFO - Epoch(train) [117][400/782] lr: 4.0000e-03 eta: 1 day, 4:18:32 time: 0.6289 data_time: 0.0019 memory: 2282 loss: 0.4419 loss_cls: 0.1696 loss_bbox: 0.2723 2023/06/06 17:30:41 - mmengine - INFO - Epoch(train) [117][450/782] lr: 4.0000e-03 eta: 1 day, 4:16:59 time: 0.6692 data_time: 0.0019 memory: 2282 loss: 0.4632 loss_cls: 0.1816 loss_bbox: 0.2817 2023/06/06 17:31:12 - mmengine - INFO - Epoch(train) [117][500/782] lr: 4.0000e-03 eta: 1 day, 4:14:02 time: 0.6076 data_time: 0.0020 memory: 2282 loss: 0.4437 loss_cls: 0.1691 loss_bbox: 0.2746 2023/06/06 17:32:06 - mmengine - INFO - Epoch(train) [117][550/782] lr: 4.0000e-03 eta: 1 day, 4:21:56 time: 1.0813 data_time: 0.0022 memory: 2282 loss: 0.4596 loss_cls: 0.1788 loss_bbox: 0.2808 2023/06/06 17:32:45 - mmengine - INFO - Epoch(train) [117][600/782] lr: 4.0000e-03 eta: 1 day, 4:22:50 time: 0.7784 data_time: 0.3416 memory: 2282 loss: 0.4575 loss_cls: 0.1754 loss_bbox: 0.2822 2023/06/06 17:33:07 - mmengine - INFO - Epoch(train) [117][650/782] lr: 4.0000e-03 eta: 1 day, 4:16:07 time: 0.4394 data_time: 0.0021 memory: 2282 loss: 0.4610 loss_cls: 0.1811 loss_bbox: 0.2799 2023/06/06 17:33:43 - mmengine - INFO - Epoch(train) [117][700/782] lr: 4.0000e-03 eta: 1 day, 4:16:01 time: 0.7323 data_time: 0.0021 memory: 2282 loss: 0.4603 loss_cls: 0.1783 loss_bbox: 0.2820 2023/06/06 17:34:22 - mmengine - INFO - Epoch(train) [117][750/782] lr: 4.0000e-03 eta: 1 day, 4:16:57 time: 0.7802 data_time: 0.3359 memory: 2282 loss: 0.4421 loss_cls: 0.1654 loss_bbox: 0.2767 2023/06/06 17:34:34 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:35:25 - mmengine - INFO - Epoch(train) [118][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:17:57 time: 1.0184 data_time: 0.0140 memory: 2282 loss: 0.4612 loss_cls: 0.1781 loss_bbox: 0.2831 2023/06/06 17:35:59 - mmengine - INFO - Epoch(train) [118][100/782] lr: 4.0000e-03 eta: 1 day, 4:16:44 time: 0.6831 data_time: 0.0020 memory: 2282 loss: 0.4554 loss_cls: 0.1707 loss_bbox: 0.2847 2023/06/06 17:37:04 - mmengine - INFO - Epoch(train) [118][150/782] lr: 4.0000e-03 eta: 1 day, 4:28:18 time: 1.2866 data_time: 0.0024 memory: 2282 loss: 0.4578 loss_cls: 0.1795 loss_bbox: 0.2783 2023/06/06 17:37:51 - mmengine - INFO - Epoch(train) [118][200/782] lr: 4.0000e-03 eta: 1 day, 4:32:33 time: 0.9476 data_time: 0.0020 memory: 2282 loss: 0.4619 loss_cls: 0.1811 loss_bbox: 0.2808 2023/06/06 17:38:13 - mmengine - INFO - Epoch(train) [118][250/782] lr: 4.0000e-03 eta: 1 day, 4:26:11 time: 0.4420 data_time: 0.0020 memory: 2282 loss: 0.4591 loss_cls: 0.1725 loss_bbox: 0.2866 2023/06/06 17:39:03 - mmengine - INFO - Epoch(train) [118][300/782] lr: 4.0000e-03 eta: 1 day, 4:31:25 time: 0.9992 data_time: 0.3045 memory: 2282 loss: 0.4665 loss_cls: 0.1804 loss_bbox: 0.2861 2023/06/06 17:39:26 - mmengine - INFO - Epoch(train) [118][350/782] lr: 4.0000e-03 eta: 1 day, 4:25:16 time: 0.4474 data_time: 0.0020 memory: 2282 loss: 0.4459 loss_cls: 0.1715 loss_bbox: 0.2745 2023/06/06 17:40:07 - mmengine - INFO - Epoch(train) [118][400/782] lr: 4.0000e-03 eta: 1 day, 4:26:59 time: 0.8308 data_time: 0.0021 memory: 2282 loss: 0.4567 loss_cls: 0.1799 loss_bbox: 0.2768 2023/06/06 17:40:43 - mmengine - INFO - Epoch(train) [118][450/782] lr: 4.0000e-03 eta: 1 day, 4:26:16 time: 0.7122 data_time: 0.2564 memory: 2282 loss: 0.4705 loss_cls: 0.1782 loss_bbox: 0.2923 2023/06/06 17:41:20 - mmengine - INFO - Epoch(train) [118][500/782] lr: 4.0000e-03 eta: 1 day, 4:26:11 time: 0.7431 data_time: 0.1347 memory: 2282 loss: 0.4707 loss_cls: 0.1782 loss_bbox: 0.2925 2023/06/06 17:41:23 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:41:43 - mmengine - INFO - Epoch(train) [118][550/782] lr: 4.0000e-03 eta: 1 day, 4:20:22 time: 0.4536 data_time: 0.0023 memory: 2282 loss: 0.4569 loss_cls: 0.1756 loss_bbox: 0.2814 2023/06/06 17:42:18 - mmengine - INFO - Epoch(train) [118][600/782] lr: 4.0000e-03 eta: 1 day, 4:19:24 time: 0.6964 data_time: 0.2554 memory: 2282 loss: 0.4567 loss_cls: 0.1765 loss_bbox: 0.2803 2023/06/06 17:43:05 - mmengine - INFO - Epoch(train) [118][650/782] lr: 4.0000e-03 eta: 1 day, 4:23:15 time: 0.9447 data_time: 0.0022 memory: 2282 loss: 0.4665 loss_cls: 0.1807 loss_bbox: 0.2859 2023/06/06 17:43:27 - mmengine - INFO - Epoch(train) [118][700/782] lr: 4.0000e-03 eta: 1 day, 4:17:25 time: 0.4451 data_time: 0.0021 memory: 2282 loss: 0.4631 loss_cls: 0.1741 loss_bbox: 0.2889 2023/06/06 17:43:49 - mmengine - INFO - Epoch(train) [118][750/782] lr: 4.0000e-03 eta: 1 day, 4:11:34 time: 0.4398 data_time: 0.0020 memory: 2282 loss: 0.4518 loss_cls: 0.1728 loss_bbox: 0.2790 2023/06/06 17:44:01 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:44:45 - mmengine - INFO - Epoch(train) [119][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:09:39 time: 0.8739 data_time: 0.0158 memory: 2282 loss: 0.4748 loss_cls: 0.1872 loss_bbox: 0.2876 2023/06/06 17:45:07 - mmengine - INFO - Epoch(train) [119][100/782] lr: 4.0000e-03 eta: 1 day, 4:03:59 time: 0.4402 data_time: 0.0020 memory: 2282 loss: 0.4528 loss_cls: 0.1756 loss_bbox: 0.2772 2023/06/06 17:45:52 - mmengine - INFO - Epoch(train) [119][150/782] lr: 4.0000e-03 eta: 1 day, 4:06:43 time: 0.8900 data_time: 0.2071 memory: 2282 loss: 0.4511 loss_cls: 0.1714 loss_bbox: 0.2797 2023/06/06 17:46:17 - mmengine - INFO - Epoch(train) [119][200/782] lr: 4.0000e-03 eta: 1 day, 4:02:32 time: 0.5165 data_time: 0.0020 memory: 2282 loss: 0.4636 loss_cls: 0.1820 loss_bbox: 0.2816 2023/06/06 17:46:40 - mmengine - INFO - Epoch(train) [119][250/782] lr: 4.0000e-03 eta: 1 day, 3:57:08 time: 0.4462 data_time: 0.0020 memory: 2282 loss: 0.4568 loss_cls: 0.1701 loss_bbox: 0.2867 2023/06/06 17:47:13 - mmengine - INFO - Epoch(train) [119][300/782] lr: 4.0000e-03 eta: 1 day, 3:55:48 time: 0.6669 data_time: 0.0020 memory: 2282 loss: 0.4476 loss_cls: 0.1709 loss_bbox: 0.2767 2023/06/06 17:48:04 - mmengine - INFO - Epoch(train) [119][350/782] lr: 4.0000e-03 eta: 1 day, 4:00:39 time: 1.0114 data_time: 0.3935 memory: 2282 loss: 0.4518 loss_cls: 0.1718 loss_bbox: 0.2800 2023/06/06 17:48:48 - mmengine - INFO - Epoch(train) [119][400/782] lr: 4.0000e-03 eta: 1 day, 4:03:13 time: 0.8886 data_time: 0.0020 memory: 2282 loss: 0.4555 loss_cls: 0.1762 loss_bbox: 0.2793 2023/06/06 17:49:11 - mmengine - INFO - Epoch(train) [119][450/782] lr: 4.0000e-03 eta: 1 day, 3:57:59 time: 0.4484 data_time: 0.0020 memory: 2282 loss: 0.4599 loss_cls: 0.1767 loss_bbox: 0.2832 2023/06/06 17:49:48 - mmengine - INFO - Epoch(train) [119][500/782] lr: 4.0000e-03 eta: 1 day, 3:58:10 time: 0.7537 data_time: 0.0019 memory: 2282 loss: 0.4588 loss_cls: 0.1798 loss_bbox: 0.2790 2023/06/06 17:50:38 - mmengine - INFO - Epoch(train) [119][550/782] lr: 4.0000e-03 eta: 1 day, 4:02:36 time: 0.9994 data_time: 0.0020 memory: 2282 loss: 0.4604 loss_cls: 0.1774 loss_bbox: 0.2830 2023/06/06 17:51:22 - mmengine - INFO - Epoch(train) [119][600/782] lr: 4.0000e-03 eta: 1 day, 4:04:59 time: 0.8845 data_time: 0.1040 memory: 2282 loss: 0.4730 loss_cls: 0.1818 loss_bbox: 0.2912 2023/06/06 17:51:59 - mmengine - INFO - Epoch(train) [119][650/782] lr: 4.0000e-03 eta: 1 day, 4:04:50 time: 0.7401 data_time: 0.0021 memory: 2282 loss: 0.4583 loss_cls: 0.1733 loss_bbox: 0.2850 2023/06/06 17:52:38 - mmengine - INFO - Epoch(train) [119][700/782] lr: 4.0000e-03 eta: 1 day, 4:05:15 time: 0.7729 data_time: 0.0021 memory: 2282 loss: 0.4627 loss_cls: 0.1807 loss_bbox: 0.2820 2023/06/06 17:53:08 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:53:30 - mmengine - INFO - Epoch(train) [119][750/782] lr: 4.0000e-03 eta: 1 day, 4:10:05 time: 1.0357 data_time: 0.0021 memory: 2282 loss: 0.4577 loss_cls: 0.1741 loss_bbox: 0.2836 2023/06/06 17:53:42 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 17:54:15 - mmengine - INFO - Epoch(train) [120][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:04:26 time: 0.6511 data_time: 0.0233 memory: 2282 loss: 0.4663 loss_cls: 0.1817 loss_bbox: 0.2846 2023/06/06 17:54:59 - mmengine - INFO - Epoch(train) [120][100/782] lr: 4.0000e-03 eta: 1 day, 4:06:40 time: 0.8856 data_time: 0.0018 memory: 2282 loss: 0.4590 loss_cls: 0.1764 loss_bbox: 0.2825 2023/06/06 17:55:30 - mmengine - INFO - Epoch(train) [120][150/782] lr: 4.0000e-03 eta: 1 day, 4:04:21 time: 0.6109 data_time: 0.0019 memory: 2282 loss: 0.4317 loss_cls: 0.1611 loss_bbox: 0.2706 2023/06/06 17:56:06 - mmengine - INFO - Epoch(train) [120][200/782] lr: 4.0000e-03 eta: 1 day, 4:04:09 time: 0.7384 data_time: 0.0021 memory: 2282 loss: 0.4540 loss_cls: 0.1736 loss_bbox: 0.2804 2023/06/06 17:56:29 - mmengine - INFO - Epoch(train) [120][250/782] lr: 4.0000e-03 eta: 1 day, 3:59:11 time: 0.4442 data_time: 0.0021 memory: 2282 loss: 0.4524 loss_cls: 0.1724 loss_bbox: 0.2800 2023/06/06 17:57:06 - mmengine - INFO - Epoch(train) [120][300/782] lr: 4.0000e-03 eta: 1 day, 3:59:05 time: 0.7442 data_time: 0.0020 memory: 2282 loss: 0.4473 loss_cls: 0.1704 loss_bbox: 0.2769 2023/06/06 17:57:56 - mmengine - INFO - Epoch(train) [120][350/782] lr: 4.0000e-03 eta: 1 day, 4:03:11 time: 1.0078 data_time: 0.0019 memory: 2282 loss: 0.4559 loss_cls: 0.1752 loss_bbox: 0.2807 2023/06/06 17:58:42 - mmengine - INFO - Epoch(train) [120][400/782] lr: 4.0000e-03 eta: 1 day, 4:05:53 time: 0.9239 data_time: 0.0019 memory: 2282 loss: 0.4558 loss_cls: 0.1735 loss_bbox: 0.2823 2023/06/06 17:59:28 - mmengine - INFO - Epoch(train) [120][450/782] lr: 4.0000e-03 eta: 1 day, 4:08:18 time: 0.9093 data_time: 0.0019 memory: 2282 loss: 0.4650 loss_cls: 0.1809 loss_bbox: 0.2841 2023/06/06 18:00:27 - mmengine - INFO - Epoch(train) [120][500/782] lr: 4.0000e-03 eta: 1 day, 4:14:55 time: 1.1797 data_time: 0.0020 memory: 2282 loss: 0.4510 loss_cls: 0.1731 loss_bbox: 0.2778 2023/06/06 18:01:03 - mmengine - INFO - Epoch(train) [120][550/782] lr: 4.0000e-03 eta: 1 day, 4:14:19 time: 0.7213 data_time: 0.0020 memory: 2282 loss: 0.4554 loss_cls: 0.1730 loss_bbox: 0.2824 2023/06/06 18:01:33 - mmengine - INFO - Epoch(train) [120][600/782] lr: 4.0000e-03 eta: 1 day, 4:11:46 time: 0.5949 data_time: 0.0020 memory: 2282 loss: 0.4605 loss_cls: 0.1793 loss_bbox: 0.2812 2023/06/06 18:02:11 - mmengine - INFO - Epoch(train) [120][650/782] lr: 4.0000e-03 eta: 1 day, 4:11:52 time: 0.7660 data_time: 0.0019 memory: 2282 loss: 0.4580 loss_cls: 0.1791 loss_bbox: 0.2789 2023/06/06 18:02:45 - mmengine - INFO - Epoch(train) [120][700/782] lr: 4.0000e-03 eta: 1 day, 4:10:41 time: 0.6819 data_time: 0.0021 memory: 2282 loss: 0.4598 loss_cls: 0.1772 loss_bbox: 0.2826 2023/06/06 18:03:21 - mmengine - INFO - Epoch(train) [120][750/782] lr: 4.0000e-03 eta: 1 day, 4:10:08 time: 0.7229 data_time: 0.0021 memory: 2282 loss: 0.4501 loss_cls: 0.1761 loss_bbox: 0.2740 2023/06/06 18:03:34 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:03:34 - mmengine - INFO - Saving checkpoint at 120 epochs 2023/06/06 18:04:10 - mmengine - INFO - Evaluating bbox... 2023/06/06 18:04:12 - mmengine - INFO - bbox_mAP_copypaste: 0.750 0.981 0.852 0.409 0.585 0.775 2023/06/06 18:04:12 - mmengine - INFO - Epoch(val) [120][43/43] coco/bbox_mAP: 0.7500 coco/bbox_mAP_50: 0.9810 coco/bbox_mAP_75: 0.8520 coco/bbox_mAP_s: 0.4090 coco/bbox_mAP_m: 0.5850 coco/bbox_mAP_l: 0.7750 data_time: 0.2072 time: 0.2334 2023/06/06 18:05:08 - mmengine - INFO - Epoch(train) [121][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:12:03 time: 1.1295 data_time: 0.0175 memory: 2282 loss: 0.4736 loss_cls: 0.1847 loss_bbox: 0.2888 2023/06/06 18:05:56 - mmengine - INFO - Epoch(train) [121][100/782] lr: 4.0000e-03 eta: 1 day, 4:14:46 time: 0.9447 data_time: 0.3150 memory: 2282 loss: 0.4536 loss_cls: 0.1745 loss_bbox: 0.2791 2023/06/06 18:06:17 - mmengine - INFO - Epoch(train) [121][150/782] lr: 4.0000e-03 eta: 1 day, 4:09:57 time: 0.4373 data_time: 0.0020 memory: 2282 loss: 0.4552 loss_cls: 0.1720 loss_bbox: 0.2833 2023/06/06 18:06:22 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:06:57 - mmengine - INFO - Epoch(train) [121][200/782] lr: 4.0000e-03 eta: 1 day, 4:10:23 time: 0.7911 data_time: 0.0764 memory: 2282 loss: 0.4602 loss_cls: 0.1771 loss_bbox: 0.2831 2023/06/06 18:07:25 - mmengine - INFO - Epoch(train) [121][250/782] lr: 4.0000e-03 eta: 1 day, 4:07:25 time: 0.5594 data_time: 0.0020 memory: 2282 loss: 0.4650 loss_cls: 0.1791 loss_bbox: 0.2859 2023/06/06 18:07:54 - mmengine - INFO - Epoch(train) [121][300/782] lr: 4.0000e-03 eta: 1 day, 4:04:47 time: 0.5789 data_time: 0.0020 memory: 2282 loss: 0.4585 loss_cls: 0.1732 loss_bbox: 0.2853 2023/06/06 18:08:32 - mmengine - INFO - Epoch(train) [121][350/782] lr: 4.0000e-03 eta: 1 day, 4:04:54 time: 0.7703 data_time: 0.0020 memory: 2282 loss: 0.4757 loss_cls: 0.1819 loss_bbox: 0.2938 2023/06/06 18:09:22 - mmengine - INFO - Epoch(train) [121][400/782] lr: 4.0000e-03 eta: 1 day, 4:08:06 time: 0.9868 data_time: 0.2098 memory: 2282 loss: 0.4537 loss_cls: 0.1750 loss_bbox: 0.2787 2023/06/06 18:09:44 - mmengine - INFO - Epoch(train) [121][450/782] lr: 4.0000e-03 eta: 1 day, 4:03:33 time: 0.4421 data_time: 0.0021 memory: 2282 loss: 0.4465 loss_cls: 0.1696 loss_bbox: 0.2769 2023/06/06 18:10:06 - mmengine - INFO - Epoch(train) [121][500/782] lr: 4.0000e-03 eta: 1 day, 3:59:03 time: 0.4424 data_time: 0.0021 memory: 2282 loss: 0.4647 loss_cls: 0.1782 loss_bbox: 0.2866 2023/06/06 18:10:41 - mmengine - INFO - Epoch(train) [121][550/782] lr: 4.0000e-03 eta: 1 day, 3:58:16 time: 0.7047 data_time: 0.0021 memory: 2282 loss: 0.4542 loss_cls: 0.1749 loss_bbox: 0.2793 2023/06/06 18:11:11 - mmengine - INFO - Epoch(train) [121][600/782] lr: 4.0000e-03 eta: 1 day, 3:55:49 time: 0.5845 data_time: 0.1313 memory: 2282 loss: 0.4639 loss_cls: 0.1800 loss_bbox: 0.2838 2023/06/06 18:11:59 - mmengine - INFO - Epoch(train) [121][650/782] lr: 4.0000e-03 eta: 1 day, 3:58:33 time: 0.9598 data_time: 0.0022 memory: 2282 loss: 0.4616 loss_cls: 0.1735 loss_bbox: 0.2881 2023/06/06 18:12:43 - mmengine - INFO - Epoch(train) [121][700/782] lr: 4.0000e-03 eta: 1 day, 4:00:10 time: 0.8803 data_time: 0.0020 memory: 2282 loss: 0.4552 loss_cls: 0.1782 loss_bbox: 0.2770 2023/06/06 18:13:26 - mmengine - INFO - Epoch(train) [121][750/782] lr: 4.0000e-03 eta: 1 day, 4:01:33 time: 0.8660 data_time: 0.4324 memory: 2282 loss: 0.4458 loss_cls: 0.1703 loss_bbox: 0.2755 2023/06/06 18:13:47 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:14:45 - mmengine - INFO - Epoch(train) [122][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:05:49 time: 1.1460 data_time: 0.0178 memory: 2282 loss: 0.4499 loss_cls: 0.1727 loss_bbox: 0.2771 2023/06/06 18:15:18 - mmengine - INFO - Epoch(train) [122][100/782] lr: 4.0000e-03 eta: 1 day, 4:04:23 time: 0.6604 data_time: 0.0019 memory: 2282 loss: 0.4596 loss_cls: 0.1748 loss_bbox: 0.2848 2023/06/06 18:16:11 - mmengine - INFO - Epoch(train) [122][150/782] lr: 4.0000e-03 eta: 1 day, 4:08:26 time: 1.0715 data_time: 0.0019 memory: 2282 loss: 0.4406 loss_cls: 0.1659 loss_bbox: 0.2747 2023/06/06 18:16:33 - mmengine - INFO - Epoch(train) [122][200/782] lr: 4.0000e-03 eta: 1 day, 4:04:06 time: 0.4431 data_time: 0.0019 memory: 2282 loss: 0.4612 loss_cls: 0.1782 loss_bbox: 0.2829 2023/06/06 18:16:56 - mmengine - INFO - Epoch(train) [122][250/782] lr: 4.0000e-03 eta: 1 day, 3:59:50 time: 0.4440 data_time: 0.0019 memory: 2282 loss: 0.4644 loss_cls: 0.1801 loss_bbox: 0.2843 2023/06/06 18:17:18 - mmengine - INFO - Epoch(train) [122][300/782] lr: 4.0000e-03 eta: 1 day, 3:55:39 time: 0.4477 data_time: 0.0019 memory: 2282 loss: 0.4600 loss_cls: 0.1798 loss_bbox: 0.2802 2023/06/06 18:18:03 - mmengine - INFO - Epoch(train) [122][350/782] lr: 4.0000e-03 eta: 1 day, 3:57:20 time: 0.8951 data_time: 0.1459 memory: 2282 loss: 0.4478 loss_cls: 0.1719 loss_bbox: 0.2759 2023/06/06 18:18:15 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:18:25 - mmengine - INFO - Epoch(train) [122][400/782] lr: 4.0000e-03 eta: 1 day, 3:53:05 time: 0.4392 data_time: 0.0020 memory: 2282 loss: 0.4674 loss_cls: 0.1815 loss_bbox: 0.2859 2023/06/06 18:19:10 - mmengine - INFO - Epoch(train) [122][450/782] lr: 4.0000e-03 eta: 1 day, 3:54:54 time: 0.9075 data_time: 0.0019 memory: 2282 loss: 0.4532 loss_cls: 0.1699 loss_bbox: 0.2834 2023/06/06 18:19:45 - mmengine - INFO - Epoch(train) [122][500/782] lr: 4.0000e-03 eta: 1 day, 3:53:56 time: 0.6906 data_time: 0.0020 memory: 2282 loss: 0.4573 loss_cls: 0.1721 loss_bbox: 0.2852 2023/06/06 18:20:27 - mmengine - INFO - Epoch(train) [122][550/782] lr: 4.0000e-03 eta: 1 day, 3:54:57 time: 0.8484 data_time: 0.0020 memory: 2282 loss: 0.4417 loss_cls: 0.1675 loss_bbox: 0.2742 2023/06/06 18:21:11 - mmengine - INFO - Epoch(train) [122][600/782] lr: 4.0000e-03 eta: 1 day, 3:56:16 time: 0.8720 data_time: 0.0019 memory: 2282 loss: 0.4600 loss_cls: 0.1816 loss_bbox: 0.2785 2023/06/06 18:21:55 - mmengine - INFO - Epoch(train) [122][650/782] lr: 4.0000e-03 eta: 1 day, 3:57:51 time: 0.8957 data_time: 0.0019 memory: 2282 loss: 0.4482 loss_cls: 0.1677 loss_bbox: 0.2805 2023/06/06 18:22:38 - mmengine - INFO - Epoch(train) [122][700/782] lr: 4.0000e-03 eta: 1 day, 3:58:47 time: 0.8455 data_time: 0.0021 memory: 2282 loss: 0.4683 loss_cls: 0.1828 loss_bbox: 0.2855 2023/06/06 18:23:30 - mmengine - INFO - Epoch(train) [122][750/782] lr: 4.0000e-03 eta: 1 day, 4:02:08 time: 1.0413 data_time: 0.5980 memory: 2282 loss: 0.4516 loss_cls: 0.1731 loss_bbox: 0.2786 2023/06/06 18:23:42 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:24:33 - mmengine - INFO - Epoch(train) [123][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:02:02 time: 1.0263 data_time: 0.0209 memory: 2282 loss: 0.4508 loss_cls: 0.1740 loss_bbox: 0.2767 2023/06/06 18:25:20 - mmengine - INFO - Epoch(train) [123][100/782] lr: 4.0000e-03 eta: 1 day, 4:04:05 time: 0.9422 data_time: 0.0020 memory: 2282 loss: 0.4542 loss_cls: 0.1730 loss_bbox: 0.2812 2023/06/06 18:25:52 - mmengine - INFO - Epoch(train) [123][150/782] lr: 4.0000e-03 eta: 1 day, 4:02:31 time: 0.6463 data_time: 0.0022 memory: 2282 loss: 0.4711 loss_cls: 0.1774 loss_bbox: 0.2937 2023/06/06 18:26:30 - mmengine - INFO - Epoch(train) [123][200/782] lr: 4.0000e-03 eta: 1 day, 4:02:13 time: 0.7523 data_time: 0.0021 memory: 2282 loss: 0.4451 loss_cls: 0.1698 loss_bbox: 0.2753 2023/06/06 18:26:52 - mmengine - INFO - Epoch(train) [123][250/782] lr: 4.0000e-03 eta: 1 day, 3:58:12 time: 0.4425 data_time: 0.0019 memory: 2282 loss: 0.4539 loss_cls: 0.1725 loss_bbox: 0.2813 2023/06/06 18:27:40 - mmengine - INFO - Epoch(train) [123][300/782] lr: 4.0000e-03 eta: 1 day, 4:00:23 time: 0.9567 data_time: 0.3120 memory: 2282 loss: 0.4611 loss_cls: 0.1754 loss_bbox: 0.2857 2023/06/06 18:28:12 - mmengine - INFO - Epoch(train) [123][350/782] lr: 4.0000e-03 eta: 1 day, 3:58:44 time: 0.6390 data_time: 0.0019 memory: 2282 loss: 0.4466 loss_cls: 0.1700 loss_bbox: 0.2766 2023/06/06 18:29:08 - mmengine - INFO - Epoch(train) [123][400/782] lr: 4.0000e-03 eta: 1 day, 4:02:46 time: 1.1180 data_time: 0.0019 memory: 2282 loss: 0.4545 loss_cls: 0.1732 loss_bbox: 0.2813 2023/06/06 18:29:47 - mmengine - INFO - Epoch(train) [123][450/782] lr: 4.0000e-03 eta: 1 day, 4:02:55 time: 0.7909 data_time: 0.0019 memory: 2282 loss: 0.4564 loss_cls: 0.1739 loss_bbox: 0.2825 2023/06/06 18:30:21 - mmengine - INFO - Epoch(train) [123][500/782] lr: 4.0000e-03 eta: 1 day, 4:01:42 time: 0.6764 data_time: 0.0020 memory: 2282 loss: 0.4475 loss_cls: 0.1712 loss_bbox: 0.2763 2023/06/06 18:30:43 - mmengine - INFO - Epoch(train) [123][550/782] lr: 4.0000e-03 eta: 1 day, 3:57:43 time: 0.4367 data_time: 0.0020 memory: 2282 loss: 0.4647 loss_cls: 0.1762 loss_bbox: 0.2885 2023/06/06 18:31:22 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:31:38 - mmengine - INFO - Epoch(train) [123][600/782] lr: 4.0000e-03 eta: 1 day, 4:01:24 time: 1.0972 data_time: 0.0020 memory: 2282 loss: 0.4322 loss_cls: 0.1646 loss_bbox: 0.2676 2023/06/06 18:32:12 - mmengine - INFO - Epoch(train) [123][650/782] lr: 4.0000e-03 eta: 1 day, 4:00:10 time: 0.6726 data_time: 0.0020 memory: 2282 loss: 0.4474 loss_cls: 0.1702 loss_bbox: 0.2772 2023/06/06 18:32:51 - mmengine - INFO - Epoch(train) [123][700/782] lr: 4.0000e-03 eta: 1 day, 4:00:12 time: 0.7832 data_time: 0.0019 memory: 2282 loss: 0.4622 loss_cls: 0.1804 loss_bbox: 0.2818 2023/06/06 18:33:49 - mmengine - INFO - Epoch(train) [123][750/782] lr: 4.0000e-03 eta: 1 day, 4:04:31 time: 1.1616 data_time: 0.0020 memory: 2282 loss: 0.4529 loss_cls: 0.1745 loss_bbox: 0.2784 2023/06/06 18:34:02 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:34:38 - mmengine - INFO - Epoch(train) [124][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:01:10 time: 0.7349 data_time: 0.0392 memory: 2282 loss: 0.4575 loss_cls: 0.1739 loss_bbox: 0.2836 2023/06/06 18:35:11 - mmengine - INFO - Epoch(train) [124][100/782] lr: 4.0000e-03 eta: 1 day, 3:59:42 time: 0.6524 data_time: 0.0019 memory: 2282 loss: 0.4414 loss_cls: 0.1695 loss_bbox: 0.2718 2023/06/06 18:35:47 - mmengine - INFO - Epoch(train) [124][150/782] lr: 4.0000e-03 eta: 1 day, 3:59:02 time: 0.7229 data_time: 0.0019 memory: 2282 loss: 0.4528 loss_cls: 0.1701 loss_bbox: 0.2827 2023/06/06 18:36:36 - mmengine - INFO - Epoch(train) [124][200/782] lr: 4.0000e-03 eta: 1 day, 4:01:13 time: 0.9802 data_time: 0.0021 memory: 2282 loss: 0.4588 loss_cls: 0.1741 loss_bbox: 0.2847 2023/06/06 18:37:06 - mmengine - INFO - Epoch(train) [124][250/782] lr: 4.0000e-03 eta: 1 day, 3:59:10 time: 0.5994 data_time: 0.0020 memory: 2282 loss: 0.4680 loss_cls: 0.1807 loss_bbox: 0.2873 2023/06/06 18:37:47 - mmengine - INFO - Epoch(train) [124][300/782] lr: 4.0000e-03 eta: 1 day, 3:59:28 time: 0.8115 data_time: 0.0022 memory: 2282 loss: 0.4652 loss_cls: 0.1826 loss_bbox: 0.2826 2023/06/06 18:38:40 - mmengine - INFO - Epoch(train) [124][350/782] lr: 4.0000e-03 eta: 1 day, 4:02:27 time: 1.0587 data_time: 0.2061 memory: 2282 loss: 0.4551 loss_cls: 0.1757 loss_bbox: 0.2794 2023/06/06 18:39:02 - mmengine - INFO - Epoch(train) [124][400/782] lr: 4.0000e-03 eta: 1 day, 3:58:49 time: 0.4525 data_time: 0.0020 memory: 2282 loss: 0.4776 loss_cls: 0.1845 loss_bbox: 0.2931 2023/06/06 18:39:45 - mmengine - INFO - Epoch(train) [124][450/782] lr: 4.0000e-03 eta: 1 day, 3:59:26 time: 0.8434 data_time: 0.2915 memory: 2282 loss: 0.4538 loss_cls: 0.1796 loss_bbox: 0.2741 2023/06/06 18:40:47 - mmengine - INFO - Epoch(train) [124][500/782] lr: 4.0000e-03 eta: 1 day, 4:04:29 time: 1.2547 data_time: 0.0020 memory: 2282 loss: 0.4497 loss_cls: 0.1706 loss_bbox: 0.2790 2023/06/06 18:41:29 - mmengine - INFO - Epoch(train) [124][550/782] lr: 4.0000e-03 eta: 1 day, 4:04:58 time: 0.8352 data_time: 0.0021 memory: 2282 loss: 0.4607 loss_cls: 0.1800 loss_bbox: 0.2807 2023/06/06 18:41:51 - mmengine - INFO - Epoch(train) [124][600/782] lr: 4.0000e-03 eta: 1 day, 4:01:18 time: 0.4479 data_time: 0.0020 memory: 2282 loss: 0.4609 loss_cls: 0.1788 loss_bbox: 0.2822 2023/06/06 18:42:28 - mmengine - INFO - Epoch(train) [124][650/782] lr: 4.0000e-03 eta: 1 day, 4:00:44 time: 0.7355 data_time: 0.0019 memory: 2282 loss: 0.4523 loss_cls: 0.1759 loss_bbox: 0.2764 2023/06/06 18:42:51 - mmengine - INFO - Epoch(train) [124][700/782] lr: 4.0000e-03 eta: 1 day, 3:57:05 time: 0.4449 data_time: 0.0019 memory: 2282 loss: 0.4698 loss_cls: 0.1805 loss_bbox: 0.2893 2023/06/06 18:43:28 - mmengine - INFO - Epoch(train) [124][750/782] lr: 4.0000e-03 eta: 1 day, 3:56:43 time: 0.7530 data_time: 0.3180 memory: 2282 loss: 0.4408 loss_cls: 0.1654 loss_bbox: 0.2754 2023/06/06 18:44:18 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:44:35 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:44:58 - mmengine - INFO - Epoch(train) [125][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:01:51 time: 0.7821 data_time: 0.3202 memory: 2282 loss: 0.4552 loss_cls: 0.1745 loss_bbox: 0.2807 2023/06/06 18:46:13 - mmengine - INFO - Epoch(train) [125][100/782] lr: 4.0000e-03 eta: 1 day, 4:09:11 time: 1.4984 data_time: 0.0020 memory: 2282 loss: 0.4697 loss_cls: 0.1858 loss_bbox: 0.2839 2023/06/06 18:46:59 - mmengine - INFO - Epoch(train) [125][150/782] lr: 4.0000e-03 eta: 1 day, 4:10:37 time: 0.9355 data_time: 0.4505 memory: 2282 loss: 0.4627 loss_cls: 0.1766 loss_bbox: 0.2861 2023/06/06 18:47:22 - mmengine - INFO - Epoch(train) [125][200/782] lr: 4.0000e-03 eta: 1 day, 4:07:02 time: 0.4492 data_time: 0.0020 memory: 2282 loss: 0.4644 loss_cls: 0.1758 loss_bbox: 0.2886 2023/06/06 18:48:17 - mmengine - INFO - Epoch(train) [125][250/782] lr: 4.0000e-03 eta: 1 day, 4:10:17 time: 1.1139 data_time: 0.3316 memory: 2282 loss: 0.4461 loss_cls: 0.1720 loss_bbox: 0.2741 2023/06/06 18:48:57 - mmengine - INFO - Epoch(train) [125][300/782] lr: 4.0000e-03 eta: 1 day, 4:10:06 time: 0.7805 data_time: 0.0020 memory: 2282 loss: 0.4395 loss_cls: 0.1695 loss_bbox: 0.2700 2023/06/06 18:49:37 - mmengine - INFO - Epoch(train) [125][350/782] lr: 4.0000e-03 eta: 1 day, 4:10:12 time: 0.8088 data_time: 0.0020 memory: 2282 loss: 0.4506 loss_cls: 0.1712 loss_bbox: 0.2794 2023/06/06 18:50:08 - mmengine - INFO - Epoch(train) [125][400/782] lr: 4.0000e-03 eta: 1 day, 4:08:22 time: 0.6181 data_time: 0.0020 memory: 2282 loss: 0.4671 loss_cls: 0.1810 loss_bbox: 0.2861 2023/06/06 18:50:51 - mmengine - INFO - Epoch(train) [125][450/782] lr: 4.0000e-03 eta: 1 day, 4:08:59 time: 0.8617 data_time: 0.0019 memory: 2282 loss: 0.4573 loss_cls: 0.1736 loss_bbox: 0.2836 2023/06/06 18:51:13 - mmengine - INFO - Epoch(train) [125][500/782] lr: 4.0000e-03 eta: 1 day, 4:05:24 time: 0.4418 data_time: 0.0020 memory: 2282 loss: 0.4613 loss_cls: 0.1788 loss_bbox: 0.2825 2023/06/06 18:52:02 - mmengine - INFO - Epoch(train) [125][550/782] lr: 4.0000e-03 eta: 1 day, 4:07:14 time: 0.9824 data_time: 0.2418 memory: 2282 loss: 0.4610 loss_cls: 0.1746 loss_bbox: 0.2865 2023/06/06 18:52:39 - mmengine - INFO - Epoch(train) [125][600/782] lr: 4.0000e-03 eta: 1 day, 4:06:36 time: 0.7372 data_time: 0.2279 memory: 2282 loss: 0.4602 loss_cls: 0.1761 loss_bbox: 0.2841 2023/06/06 18:53:25 - mmengine - INFO - Epoch(train) [125][650/782] lr: 4.0000e-03 eta: 1 day, 4:07:41 time: 0.9113 data_time: 0.0020 memory: 2282 loss: 0.4507 loss_cls: 0.1742 loss_bbox: 0.2764 2023/06/06 18:53:47 - mmengine - INFO - Epoch(train) [125][700/782] lr: 4.0000e-03 eta: 1 day, 4:04:13 time: 0.4491 data_time: 0.0021 memory: 2282 loss: 0.4435 loss_cls: 0.1657 loss_bbox: 0.2777 2023/06/06 18:54:09 - mmengine - INFO - Epoch(train) [125][750/782] lr: 4.0000e-03 eta: 1 day, 4:00:44 time: 0.4437 data_time: 0.0020 memory: 2282 loss: 0.4443 loss_cls: 0.1656 loss_bbox: 0.2786 2023/06/06 18:54:22 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:55:23 - mmengine - INFO - Epoch(train) [126][ 50/782] lr: 4.0000e-03 eta: 1 day, 4:02:13 time: 1.2162 data_time: 0.0222 memory: 2282 loss: 0.4556 loss_cls: 0.1745 loss_bbox: 0.2811 2023/06/06 18:55:56 - mmengine - INFO - Epoch(train) [126][100/782] lr: 4.0000e-03 eta: 1 day, 4:00:55 time: 0.6668 data_time: 0.0019 memory: 2282 loss: 0.4516 loss_cls: 0.1766 loss_bbox: 0.2750 2023/06/06 18:56:19 - mmengine - INFO - Epoch(train) [126][150/782] lr: 4.0000e-03 eta: 1 day, 3:57:34 time: 0.4539 data_time: 0.0019 memory: 2282 loss: 0.4537 loss_cls: 0.1717 loss_bbox: 0.2820 2023/06/06 18:57:06 - mmengine - INFO - Epoch(train) [126][200/782] lr: 4.0000e-03 eta: 1 day, 3:59:04 time: 0.9561 data_time: 0.0020 memory: 2282 loss: 0.4503 loss_cls: 0.1703 loss_bbox: 0.2800 2023/06/06 18:57:44 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 18:57:44 - mmengine - INFO - Epoch(train) [126][250/782] lr: 4.0000e-03 eta: 1 day, 3:58:37 time: 0.7557 data_time: 0.0020 memory: 2282 loss: 0.4503 loss_cls: 0.1732 loss_bbox: 0.2771 2023/06/06 18:58:13 - mmengine - INFO - Epoch(train) [126][300/782] lr: 4.0000e-03 eta: 1 day, 3:56:28 time: 0.5741 data_time: 0.0020 memory: 2282 loss: 0.4648 loss_cls: 0.1801 loss_bbox: 0.2847 2023/06/06 18:58:35 - mmengine - INFO - Epoch(train) [126][350/782] lr: 4.0000e-03 eta: 1 day, 3:53:05 time: 0.4424 data_time: 0.0020 memory: 2282 loss: 0.4551 loss_cls: 0.1694 loss_bbox: 0.2858 2023/06/06 18:59:24 - mmengine - INFO - Epoch(train) [126][400/782] lr: 4.0000e-03 eta: 1 day, 3:54:44 time: 0.9783 data_time: 0.2052 memory: 2282 loss: 0.4416 loss_cls: 0.1701 loss_bbox: 0.2715 2023/06/06 18:59:50 - mmengine - INFO - Epoch(train) [126][450/782] lr: 4.0000e-03 eta: 1 day, 3:52:09 time: 0.5245 data_time: 0.0020 memory: 2282 loss: 0.4623 loss_cls: 0.1749 loss_bbox: 0.2874 2023/06/06 19:00:28 - mmengine - INFO - Epoch(train) [126][500/782] lr: 4.0000e-03 eta: 1 day, 3:51:41 time: 0.7515 data_time: 0.0019 memory: 2282 loss: 0.4646 loss_cls: 0.1769 loss_bbox: 0.2878 2023/06/06 19:01:02 - mmengine - INFO - Epoch(train) [126][550/782] lr: 4.0000e-03 eta: 1 day, 3:50:37 time: 0.6859 data_time: 0.0019 memory: 2282 loss: 0.4354 loss_cls: 0.1638 loss_bbox: 0.2716 2023/06/06 19:01:31 - mmengine - INFO - Epoch(train) [126][600/782] lr: 4.0000e-03 eta: 1 day, 3:48:36 time: 0.5833 data_time: 0.0019 memory: 2282 loss: 0.4754 loss_cls: 0.1850 loss_bbox: 0.2904 2023/06/06 19:02:12 - mmengine - INFO - Epoch(train) [126][650/782] lr: 4.0000e-03 eta: 1 day, 3:48:46 time: 0.8208 data_time: 0.0698 memory: 2282 loss: 0.4529 loss_cls: 0.1726 loss_bbox: 0.2803 2023/06/06 19:03:11 - mmengine - INFO - Epoch(train) [126][700/782] lr: 4.0000e-03 eta: 1 day, 3:52:14 time: 1.1809 data_time: 0.0022 memory: 2282 loss: 0.4518 loss_cls: 0.1739 loss_bbox: 0.2779 2023/06/06 19:03:48 - mmengine - INFO - Epoch(train) [126][750/782] lr: 4.0000e-03 eta: 1 day, 3:51:31 time: 0.7258 data_time: 0.0019 memory: 2282 loss: 0.4383 loss_cls: 0.1694 loss_bbox: 0.2689 2023/06/06 19:04:08 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 19:04:56 - mmengine - INFO - Epoch(train) [127][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:51:50 time: 0.9462 data_time: 0.0161 memory: 2282 loss: 0.4670 loss_cls: 0.1809 loss_bbox: 0.2861 2023/06/06 19:05:28 - mmengine - INFO - Epoch(train) [127][100/782] lr: 4.0000e-03 eta: 1 day, 3:50:22 time: 0.6424 data_time: 0.0020 memory: 2282 loss: 0.4644 loss_cls: 0.1804 loss_bbox: 0.2840 2023/06/06 19:06:04 - mmengine - INFO - Epoch(train) [127][150/782] lr: 4.0000e-03 eta: 1 day, 3:49:37 time: 0.7210 data_time: 0.1443 memory: 2282 loss: 0.4707 loss_cls: 0.1786 loss_bbox: 0.2922 2023/06/06 19:06:53 - mmengine - INFO - Epoch(train) [127][200/782] lr: 4.0000e-03 eta: 1 day, 3:51:15 time: 0.9902 data_time: 0.0022 memory: 2282 loss: 0.4429 loss_cls: 0.1678 loss_bbox: 0.2751 2023/06/06 19:07:34 - mmengine - INFO - Epoch(train) [127][250/782] lr: 4.0000e-03 eta: 1 day, 3:51:22 time: 0.8202 data_time: 0.0021 memory: 2282 loss: 0.4615 loss_cls: 0.1804 loss_bbox: 0.2811 2023/06/06 19:08:08 - mmengine - INFO - Epoch(train) [127][300/782] lr: 4.0000e-03 eta: 1 day, 3:50:15 time: 0.6810 data_time: 0.0022 memory: 2282 loss: 0.4466 loss_cls: 0.1709 loss_bbox: 0.2757 2023/06/06 19:08:47 - mmengine - INFO - Epoch(train) [127][350/782] lr: 4.0000e-03 eta: 1 day, 3:49:55 time: 0.7700 data_time: 0.0020 memory: 2282 loss: 0.4525 loss_cls: 0.1733 loss_bbox: 0.2792 2023/06/06 19:09:23 - mmengine - INFO - Epoch(train) [127][400/782] lr: 4.0000e-03 eta: 1 day, 3:49:09 time: 0.7217 data_time: 0.0022 memory: 2282 loss: 0.4473 loss_cls: 0.1699 loss_bbox: 0.2774 2023/06/06 19:09:51 - mmengine - INFO - Epoch(train) [127][450/782] lr: 4.0000e-03 eta: 1 day, 3:46:56 time: 0.5543 data_time: 0.0023 memory: 2282 loss: 0.4539 loss_cls: 0.1706 loss_bbox: 0.2833 2023/06/06 19:10:15 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 19:10:30 - mmengine - INFO - Epoch(train) [127][500/782] lr: 4.0000e-03 eta: 1 day, 3:46:43 time: 0.7826 data_time: 0.0107 memory: 2282 loss: 0.4555 loss_cls: 0.1740 loss_bbox: 0.2815 2023/06/06 19:11:05 - mmengine - INFO - Epoch(train) [127][550/782] lr: 4.0000e-03 eta: 1 day, 3:45:50 time: 0.7067 data_time: 0.0020 memory: 2282 loss: 0.4483 loss_cls: 0.1679 loss_bbox: 0.2804 2023/06/06 19:11:36 - mmengine - INFO - Epoch(train) [127][600/782] lr: 4.0000e-03 eta: 1 day, 3:44:11 time: 0.6183 data_time: 0.0020 memory: 2282 loss: 0.4622 loss_cls: 0.1775 loss_bbox: 0.2847 2023/06/06 19:12:02 - mmengine - INFO - Epoch(train) [127][650/782] lr: 4.0000e-03 eta: 1 day, 3:41:39 time: 0.5124 data_time: 0.0020 memory: 2282 loss: 0.4589 loss_cls: 0.1765 loss_bbox: 0.2825 2023/06/06 19:12:28 - mmengine - INFO - Epoch(train) [127][700/782] lr: 4.0000e-03 eta: 1 day, 3:39:16 time: 0.5304 data_time: 0.0021 memory: 2282 loss: 0.4572 loss_cls: 0.1759 loss_bbox: 0.2813 2023/06/06 19:13:08 - mmengine - INFO - Epoch(train) [127][750/782] lr: 4.0000e-03 eta: 1 day, 3:39:11 time: 0.7971 data_time: 0.0023 memory: 2282 loss: 0.4626 loss_cls: 0.1811 loss_bbox: 0.2815 2023/06/06 19:13:20 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 19:14:03 - mmengine - INFO - Epoch(train) [128][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:37:15 time: 0.8519 data_time: 0.0210 memory: 2282 loss: 0.4513 loss_cls: 0.1717 loss_bbox: 0.2796 2023/06/06 19:14:43 - mmengine - INFO - Epoch(train) [128][100/782] lr: 4.0000e-03 eta: 1 day, 3:37:15 time: 0.8084 data_time: 0.0019 memory: 2282 loss: 0.4498 loss_cls: 0.1730 loss_bbox: 0.2768 2023/06/06 19:15:14 - mmengine - INFO - Epoch(train) [128][150/782] lr: 4.0000e-03 eta: 1 day, 3:35:39 time: 0.6176 data_time: 0.0019 memory: 2282 loss: 0.4446 loss_cls: 0.1727 loss_bbox: 0.2719 2023/06/06 19:15:47 - mmengine - INFO - Epoch(train) [128][200/782] lr: 4.0000e-03 eta: 1 day, 3:34:22 time: 0.6551 data_time: 0.0020 memory: 2282 loss: 0.4567 loss_cls: 0.1732 loss_bbox: 0.2835 2023/06/06 19:16:24 - mmengine - INFO - Epoch(train) [128][250/782] lr: 4.0000e-03 eta: 1 day, 3:33:42 time: 0.7291 data_time: 0.0020 memory: 2282 loss: 0.4616 loss_cls: 0.1772 loss_bbox: 0.2844 2023/06/06 19:17:01 - mmengine - INFO - Epoch(train) [128][300/782] lr: 4.0000e-03 eta: 1 day, 3:33:15 time: 0.7539 data_time: 0.0021 memory: 2282 loss: 0.4500 loss_cls: 0.1724 loss_bbox: 0.2776 2023/06/06 19:17:23 - mmengine - INFO - Epoch(train) [128][350/782] lr: 4.0000e-03 eta: 1 day, 3:30:13 time: 0.4414 data_time: 0.0021 memory: 2282 loss: 0.4627 loss_cls: 0.1760 loss_bbox: 0.2867 2023/06/06 19:18:02 - mmengine - INFO - Epoch(train) [128][400/782] lr: 4.0000e-03 eta: 1 day, 3:29:55 time: 0.7707 data_time: 0.0020 memory: 2282 loss: 0.4504 loss_cls: 0.1706 loss_bbox: 0.2798 2023/06/06 19:18:38 - mmengine - INFO - Epoch(train) [128][450/782] lr: 4.0000e-03 eta: 1 day, 3:29:09 time: 0.7163 data_time: 0.0020 memory: 2282 loss: 0.4595 loss_cls: 0.1771 loss_bbox: 0.2823 2023/06/06 19:19:44 - mmengine - INFO - Epoch(train) [128][500/782] lr: 4.0000e-03 eta: 1 day, 3:33:21 time: 1.3245 data_time: 0.0022 memory: 2282 loss: 0.4631 loss_cls: 0.1789 loss_bbox: 0.2843 2023/06/06 19:20:36 - mmengine - INFO - Epoch(train) [128][550/782] lr: 4.0000e-03 eta: 1 day, 3:35:11 time: 1.0372 data_time: 0.0021 memory: 2282 loss: 0.4419 loss_cls: 0.1680 loss_bbox: 0.2739 2023/06/06 19:21:21 - mmengine - INFO - Epoch(train) [128][600/782] lr: 4.0000e-03 eta: 1 day, 3:35:54 time: 0.9011 data_time: 0.0021 memory: 2282 loss: 0.4607 loss_cls: 0.1755 loss_bbox: 0.2852 2023/06/06 19:21:58 - mmengine - INFO - Epoch(train) [128][650/782] lr: 4.0000e-03 eta: 1 day, 3:35:14 time: 0.7328 data_time: 0.0021 memory: 2282 loss: 0.4628 loss_cls: 0.1795 loss_bbox: 0.2833 2023/06/06 19:22:14 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 19:22:20 - mmengine - INFO - Epoch(train) [128][700/782] lr: 4.0000e-03 eta: 1 day, 3:32:19 time: 0.4506 data_time: 0.0022 memory: 2282 loss: 0.4592 loss_cls: 0.1749 loss_bbox: 0.2844 2023/06/06 19:22:42 - mmengine - INFO - Epoch(train) [128][750/782] lr: 4.0000e-03 eta: 1 day, 3:29:23 time: 0.4447 data_time: 0.0023 memory: 2282 loss: 0.4638 loss_cls: 0.1782 loss_bbox: 0.2855 2023/06/06 19:22:55 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 19:23:33 - mmengine - INFO - Epoch(train) [129][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:26:52 time: 0.7590 data_time: 0.0420 memory: 2282 loss: 0.4472 loss_cls: 0.1719 loss_bbox: 0.2752 2023/06/06 19:24:14 - mmengine - INFO - Epoch(train) [129][100/782] lr: 4.0000e-03 eta: 1 day, 3:26:55 time: 0.8177 data_time: 0.0022 memory: 2282 loss: 0.4468 loss_cls: 0.1709 loss_bbox: 0.2759 2023/06/06 19:24:42 - mmengine - INFO - Epoch(train) [129][150/782] lr: 4.0000e-03 eta: 1 day, 3:24:56 time: 0.5611 data_time: 0.0021 memory: 2282 loss: 0.4532 loss_cls: 0.1717 loss_bbox: 0.2815 2023/06/06 19:25:11 - mmengine - INFO - Epoch(train) [129][200/782] lr: 4.0000e-03 eta: 1 day, 3:23:07 time: 0.5817 data_time: 0.0021 memory: 2282 loss: 0.4486 loss_cls: 0.1687 loss_bbox: 0.2799 2023/06/06 19:25:58 - mmengine - INFO - Epoch(train) [129][250/782] lr: 4.0000e-03 eta: 1 day, 3:24:06 time: 0.9391 data_time: 0.0021 memory: 2282 loss: 0.4646 loss_cls: 0.1780 loss_bbox: 0.2866 2023/06/06 19:26:43 - mmengine - INFO - Epoch(train) [129][300/782] lr: 4.0000e-03 eta: 1 day, 3:24:44 time: 0.8934 data_time: 0.1072 memory: 2282 loss: 0.4552 loss_cls: 0.1744 loss_bbox: 0.2808 2023/06/06 19:27:05 - mmengine - INFO - Epoch(train) [129][350/782] lr: 4.0000e-03 eta: 1 day, 3:21:52 time: 0.4448 data_time: 0.0020 memory: 2282 loss: 0.4569 loss_cls: 0.1767 loss_bbox: 0.2801 2023/06/06 19:27:34 - mmengine - INFO - Epoch(train) [129][400/782] lr: 4.0000e-03 eta: 1 day, 3:19:57 time: 0.5655 data_time: 0.0020 memory: 2282 loss: 0.4638 loss_cls: 0.1800 loss_bbox: 0.2838 2023/06/06 19:28:06 - mmengine - INFO - Epoch(train) [129][450/782] lr: 4.0000e-03 eta: 1 day, 3:18:40 time: 0.6457 data_time: 0.0020 memory: 2282 loss: 0.4623 loss_cls: 0.1794 loss_bbox: 0.2829 2023/06/06 19:28:52 - mmengine - INFO - Epoch(train) [129][500/782] lr: 4.0000e-03 eta: 1 day, 3:19:29 time: 0.9210 data_time: 0.4882 memory: 2282 loss: 0.4515 loss_cls: 0.1725 loss_bbox: 0.2790 2023/06/06 19:29:44 - mmengine - INFO - Epoch(train) [129][550/782] lr: 4.0000e-03 eta: 1 day, 3:21:13 time: 1.0410 data_time: 0.0019 memory: 2282 loss: 0.4620 loss_cls: 0.1790 loss_bbox: 0.2830 2023/06/06 19:30:36 - mmengine - INFO - Epoch(train) [129][600/782] lr: 4.0000e-03 eta: 1 day, 3:22:54 time: 1.0377 data_time: 0.0020 memory: 2282 loss: 0.4521 loss_cls: 0.1738 loss_bbox: 0.2784 2023/06/06 19:30:58 - mmengine - INFO - Epoch(train) [129][650/782] lr: 4.0000e-03 eta: 1 day, 3:20:02 time: 0.4373 data_time: 0.0020 memory: 2282 loss: 0.4701 loss_cls: 0.1794 loss_bbox: 0.2907 2023/06/06 19:31:41 - mmengine - INFO - Epoch(train) [129][700/782] lr: 4.0000e-03 eta: 1 day, 3:20:22 time: 0.8610 data_time: 0.4210 memory: 2282 loss: 0.4598 loss_cls: 0.1743 loss_bbox: 0.2856 2023/06/06 19:32:03 - mmengine - INFO - Epoch(train) [129][750/782] lr: 4.0000e-03 eta: 1 day, 3:17:33 time: 0.4423 data_time: 0.0020 memory: 2282 loss: 0.4575 loss_cls: 0.1742 loss_bbox: 0.2834 2023/06/06 19:32:27 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 19:33:04 - mmengine - INFO - Epoch(train) [130][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:16:42 time: 0.7435 data_time: 0.3037 memory: 2282 loss: 0.4553 loss_cls: 0.1737 loss_bbox: 0.2815 2023/06/06 19:33:41 - mmengine - INFO - Epoch(train) [130][100/782] lr: 4.0000e-03 eta: 1 day, 3:16:02 time: 0.7267 data_time: 0.2833 memory: 2282 loss: 0.4529 loss_cls: 0.1714 loss_bbox: 0.2815 2023/06/06 19:34:07 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 19:34:30 - mmengine - INFO - Epoch(train) [130][150/782] lr: 4.0000e-03 eta: 1 day, 3:17:16 time: 0.9848 data_time: 0.0020 memory: 2282 loss: 0.4558 loss_cls: 0.1746 loss_bbox: 0.2812 2023/06/06 19:35:14 - mmengine - INFO - Epoch(train) [130][200/782] lr: 4.0000e-03 eta: 1 day, 3:17:40 time: 0.8723 data_time: 0.0019 memory: 2282 loss: 0.4612 loss_cls: 0.1747 loss_bbox: 0.2865 2023/06/06 19:36:15 - mmengine - INFO - Epoch(train) [130][250/782] lr: 4.0000e-03 eta: 1 day, 3:20:41 time: 1.2274 data_time: 0.4367 memory: 2282 loss: 0.4534 loss_cls: 0.1756 loss_bbox: 0.2779 2023/06/06 19:37:04 - mmengine - INFO - Epoch(train) [130][300/782] lr: 4.0000e-03 eta: 1 day, 3:21:49 time: 0.9762 data_time: 0.0021 memory: 2282 loss: 0.4532 loss_cls: 0.1737 loss_bbox: 0.2796 2023/06/06 19:37:43 - mmengine - INFO - Epoch(train) [130][350/782] lr: 4.0000e-03 eta: 1 day, 3:21:36 time: 0.7936 data_time: 0.3562 memory: 2282 loss: 0.4528 loss_cls: 0.1743 loss_bbox: 0.2785 2023/06/06 19:38:13 - mmengine - INFO - Epoch(train) [130][400/782] lr: 4.0000e-03 eta: 1 day, 3:19:58 time: 0.5991 data_time: 0.1626 memory: 2282 loss: 0.4427 loss_cls: 0.1675 loss_bbox: 0.2752 2023/06/06 19:38:52 - mmengine - INFO - Epoch(train) [130][450/782] lr: 4.0000e-03 eta: 1 day, 3:19:33 time: 0.7640 data_time: 0.0021 memory: 2282 loss: 0.4611 loss_cls: 0.1789 loss_bbox: 0.2822 2023/06/06 19:39:20 - mmengine - INFO - Epoch(train) [130][500/782] lr: 4.0000e-03 eta: 1 day, 3:17:43 time: 0.5711 data_time: 0.0020 memory: 2282 loss: 0.4555 loss_cls: 0.1774 loss_bbox: 0.2781 2023/06/06 19:40:13 - mmengine - INFO - Epoch(train) [130][550/782] lr: 4.0000e-03 eta: 1 day, 3:19:22 time: 1.0505 data_time: 0.0020 memory: 2282 loss: 0.4609 loss_cls: 0.1786 loss_bbox: 0.2823 2023/06/06 19:40:35 - mmengine - INFO - Epoch(train) [130][600/782] lr: 4.0000e-03 eta: 1 day, 3:16:37 time: 0.4429 data_time: 0.0020 memory: 2282 loss: 0.4448 loss_cls: 0.1694 loss_bbox: 0.2754 2023/06/06 19:41:11 - mmengine - INFO - Epoch(train) [130][650/782] lr: 4.0000e-03 eta: 1 day, 3:15:52 time: 0.7178 data_time: 0.0020 memory: 2282 loss: 0.4658 loss_cls: 0.1796 loss_bbox: 0.2862 2023/06/06 19:41:56 - mmengine - INFO - Epoch(train) [130][700/782] lr: 4.0000e-03 eta: 1 day, 3:16:29 time: 0.9108 data_time: 0.0020 memory: 2282 loss: 0.4458 loss_cls: 0.1720 loss_bbox: 0.2738 2023/06/06 19:42:48 - mmengine - INFO - Epoch(train) [130][750/782] lr: 4.0000e-03 eta: 1 day, 3:17:57 time: 1.0305 data_time: 0.0020 memory: 2282 loss: 0.4500 loss_cls: 0.1736 loss_bbox: 0.2764 2023/06/06 19:43:13 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 19:43:13 - mmengine - INFO - Saving checkpoint at 130 epochs 2023/06/06 19:43:33 - mmengine - INFO - Evaluating bbox... 2023/06/06 19:43:35 - mmengine - INFO - bbox_mAP_copypaste: 0.754 0.980 0.861 0.426 0.589 0.780 2023/06/06 19:43:35 - mmengine - INFO - Epoch(val) [130][43/43] coco/bbox_mAP: 0.7540 coco/bbox_mAP_50: 0.9800 coco/bbox_mAP_75: 0.8610 coco/bbox_mAP_s: 0.4260 coco/bbox_mAP_m: 0.5890 coco/bbox_mAP_l: 0.7800 data_time: 0.0242 time: 0.0497 2023/06/06 19:44:37 - mmengine - INFO - Epoch(train) [131][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:20:44 time: 1.2481 data_time: 0.0281 memory: 2282 loss: 0.4454 loss_cls: 0.1684 loss_bbox: 0.2770 2023/06/06 19:45:24 - mmengine - INFO - Epoch(train) [131][100/782] lr: 4.0000e-03 eta: 1 day, 3:21:28 time: 0.9344 data_time: 0.0021 memory: 2282 loss: 0.4502 loss_cls: 0.1743 loss_bbox: 0.2760 2023/06/06 19:46:24 - mmengine - INFO - Epoch(train) [131][150/782] lr: 4.0000e-03 eta: 1 day, 3:24:04 time: 1.1990 data_time: 0.2380 memory: 2282 loss: 0.4713 loss_cls: 0.1824 loss_bbox: 0.2889 2023/06/06 19:46:57 - mmengine - INFO - Epoch(train) [131][200/782] lr: 4.0000e-03 eta: 1 day, 3:22:52 time: 0.6599 data_time: 0.0020 memory: 2282 loss: 0.4597 loss_cls: 0.1786 loss_bbox: 0.2812 2023/06/06 19:47:36 - mmengine - INFO - Epoch(train) [131][250/782] lr: 4.0000e-03 eta: 1 day, 3:22:27 time: 0.7730 data_time: 0.0019 memory: 2282 loss: 0.4394 loss_cls: 0.1699 loss_bbox: 0.2695 2023/06/06 19:48:09 - mmengine - INFO - Epoch(train) [131][300/782] lr: 4.0000e-03 eta: 1 day, 3:21:18 time: 0.6664 data_time: 0.2292 memory: 2282 loss: 0.4602 loss_cls: 0.1797 loss_bbox: 0.2805 2023/06/06 19:48:27 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 19:48:33 - mmengine - INFO - Epoch(train) [131][350/782] lr: 4.0000e-03 eta: 1 day, 3:18:54 time: 0.4842 data_time: 0.0019 memory: 2282 loss: 0.4621 loss_cls: 0.1785 loss_bbox: 0.2836 2023/06/06 19:48:55 - mmengine - INFO - Epoch(train) [131][400/782] lr: 4.0000e-03 eta: 1 day, 3:16:15 time: 0.4462 data_time: 0.0020 memory: 2282 loss: 0.4476 loss_cls: 0.1727 loss_bbox: 0.2748 2023/06/06 19:49:30 - mmengine - INFO - Epoch(train) [131][450/782] lr: 4.0000e-03 eta: 1 day, 3:15:19 time: 0.6934 data_time: 0.2551 memory: 2282 loss: 0.4548 loss_cls: 0.1728 loss_bbox: 0.2820 2023/06/06 19:50:13 - mmengine - INFO - Epoch(train) [131][500/782] lr: 4.0000e-03 eta: 1 day, 3:15:28 time: 0.8540 data_time: 0.0271 memory: 2282 loss: 0.4622 loss_cls: 0.1795 loss_bbox: 0.2827 2023/06/06 19:50:54 - mmengine - INFO - Epoch(train) [131][550/782] lr: 4.0000e-03 eta: 1 day, 3:15:28 time: 0.8308 data_time: 0.0021 memory: 2282 loss: 0.4545 loss_cls: 0.1718 loss_bbox: 0.2826 2023/06/06 19:51:27 - mmengine - INFO - Epoch(train) [131][600/782] lr: 4.0000e-03 eta: 1 day, 3:14:12 time: 0.6465 data_time: 0.0020 memory: 2282 loss: 0.4508 loss_cls: 0.1720 loss_bbox: 0.2788 2023/06/06 19:52:05 - mmengine - INFO - Epoch(train) [131][650/782] lr: 4.0000e-03 eta: 1 day, 3:13:42 time: 0.7580 data_time: 0.0020 memory: 2282 loss: 0.4586 loss_cls: 0.1771 loss_bbox: 0.2815 2023/06/06 19:52:27 - mmengine - INFO - Epoch(train) [131][700/782] lr: 4.0000e-03 eta: 1 day, 3:11:08 time: 0.4507 data_time: 0.0020 memory: 2282 loss: 0.4641 loss_cls: 0.1727 loss_bbox: 0.2914 2023/06/06 19:53:04 - mmengine - INFO - Epoch(train) [131][750/782] lr: 4.0000e-03 eta: 1 day, 3:10:28 time: 0.7324 data_time: 0.0022 memory: 2282 loss: 0.4447 loss_cls: 0.1676 loss_bbox: 0.2771 2023/06/06 19:53:16 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 19:54:20 - mmengine - INFO - Epoch(train) [132][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:11:33 time: 1.2862 data_time: 0.0275 memory: 2282 loss: 0.4538 loss_cls: 0.1712 loss_bbox: 0.2827 2023/06/06 19:54:58 - mmengine - INFO - Epoch(train) [132][100/782] lr: 4.0000e-03 eta: 1 day, 3:11:00 time: 0.7522 data_time: 0.0022 memory: 2282 loss: 0.4415 loss_cls: 0.1692 loss_bbox: 0.2723 2023/06/06 19:55:25 - mmengine - INFO - Epoch(train) [132][150/782] lr: 4.0000e-03 eta: 1 day, 3:09:04 time: 0.5410 data_time: 0.0021 memory: 2282 loss: 0.4702 loss_cls: 0.1812 loss_bbox: 0.2889 2023/06/06 19:56:02 - mmengine - INFO - Epoch(train) [132][200/782] lr: 4.0000e-03 eta: 1 day, 3:08:28 time: 0.7429 data_time: 0.0019 memory: 2282 loss: 0.4523 loss_cls: 0.1732 loss_bbox: 0.2791 2023/06/06 19:56:24 - mmengine - INFO - Epoch(train) [132][250/782] lr: 4.0000e-03 eta: 1 day, 3:05:54 time: 0.4458 data_time: 0.0019 memory: 2282 loss: 0.4521 loss_cls: 0.1761 loss_bbox: 0.2760 2023/06/06 19:57:04 - mmengine - INFO - Epoch(train) [132][300/782] lr: 4.0000e-03 eta: 1 day, 3:05:39 time: 0.7961 data_time: 0.0020 memory: 2282 loss: 0.4565 loss_cls: 0.1770 loss_bbox: 0.2794 2023/06/06 19:57:42 - mmengine - INFO - Epoch(train) [132][350/782] lr: 4.0000e-03 eta: 1 day, 3:05:08 time: 0.7528 data_time: 0.0021 memory: 2282 loss: 0.4589 loss_cls: 0.1773 loss_bbox: 0.2816 2023/06/06 19:58:52 - mmengine - INFO - Epoch(train) [132][400/782] lr: 4.0000e-03 eta: 1 day, 3:08:52 time: 1.4078 data_time: 0.0021 memory: 2282 loss: 0.4608 loss_cls: 0.1743 loss_bbox: 0.2865 2023/06/06 19:59:27 - mmengine - INFO - Epoch(train) [132][450/782] lr: 4.0000e-03 eta: 1 day, 3:07:59 time: 0.7006 data_time: 0.0021 memory: 2282 loss: 0.4541 loss_cls: 0.1777 loss_bbox: 0.2764 2023/06/06 19:59:50 - mmengine - INFO - Epoch(train) [132][500/782] lr: 4.0000e-03 eta: 1 day, 3:05:26 time: 0.4447 data_time: 0.0023 memory: 2282 loss: 0.4447 loss_cls: 0.1650 loss_bbox: 0.2797 2023/06/06 20:00:23 - mmengine - INFO - Epoch(train) [132][550/782] lr: 4.0000e-03 eta: 1 day, 3:04:20 time: 0.6637 data_time: 0.0021 memory: 2282 loss: 0.4601 loss_cls: 0.1776 loss_bbox: 0.2824 2023/06/06 20:00:26 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:01:04 - mmengine - INFO - Epoch(train) [132][600/782] lr: 4.0000e-03 eta: 1 day, 3:04:17 time: 0.8301 data_time: 0.0024 memory: 2282 loss: 0.4673 loss_cls: 0.1819 loss_bbox: 0.2855 2023/06/06 20:02:11 - mmengine - INFO - Epoch(train) [132][650/782] lr: 4.0000e-03 eta: 1 day, 3:07:30 time: 1.3371 data_time: 0.0021 memory: 2282 loss: 0.4591 loss_cls: 0.1779 loss_bbox: 0.2811 2023/06/06 20:02:34 - mmengine - INFO - Epoch(train) [132][700/782] lr: 4.0000e-03 eta: 1 day, 3:05:01 time: 0.4510 data_time: 0.0021 memory: 2282 loss: 0.4629 loss_cls: 0.1794 loss_bbox: 0.2835 2023/06/06 20:03:17 - mmengine - INFO - Epoch(train) [132][750/782] lr: 4.0000e-03 eta: 1 day, 3:05:09 time: 0.8612 data_time: 0.0021 memory: 2282 loss: 0.4596 loss_cls: 0.1773 loss_bbox: 0.2823 2023/06/06 20:03:29 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:03:58 - mmengine - INFO - Epoch(train) [133][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:01:41 time: 0.5847 data_time: 0.1406 memory: 2282 loss: 0.4657 loss_cls: 0.1811 loss_bbox: 0.2846 2023/06/06 20:05:13 - mmengine - INFO - Epoch(train) [133][100/782] lr: 4.0000e-03 eta: 1 day, 3:05:47 time: 1.4861 data_time: 0.0023 memory: 2282 loss: 0.4775 loss_cls: 0.1861 loss_bbox: 0.2913 2023/06/06 20:06:23 - mmengine - INFO - Epoch(train) [133][150/782] lr: 4.0000e-03 eta: 1 day, 3:09:18 time: 1.3996 data_time: 0.0022 memory: 2282 loss: 0.4517 loss_cls: 0.1768 loss_bbox: 0.2749 2023/06/06 20:06:45 - mmengine - INFO - Epoch(train) [133][200/782] lr: 4.0000e-03 eta: 1 day, 3:06:47 time: 0.4445 data_time: 0.0020 memory: 2282 loss: 0.4581 loss_cls: 0.1752 loss_bbox: 0.2829 2023/06/06 20:07:30 - mmengine - INFO - Epoch(train) [133][250/782] lr: 4.0000e-03 eta: 1 day, 3:07:09 time: 0.9003 data_time: 0.0021 memory: 2282 loss: 0.4586 loss_cls: 0.1768 loss_bbox: 0.2818 2023/06/06 20:08:23 - mmengine - INFO - Epoch(train) [133][300/782] lr: 4.0000e-03 eta: 1 day, 3:08:32 time: 1.0658 data_time: 0.0024 memory: 2282 loss: 0.4441 loss_cls: 0.1696 loss_bbox: 0.2745 2023/06/06 20:09:01 - mmengine - INFO - Epoch(train) [133][350/782] lr: 4.0000e-03 eta: 1 day, 3:07:55 time: 0.7463 data_time: 0.2102 memory: 2282 loss: 0.4637 loss_cls: 0.1789 loss_bbox: 0.2848 2023/06/06 20:09:38 - mmengine - INFO - Epoch(train) [133][400/782] lr: 4.0000e-03 eta: 1 day, 3:07:16 time: 0.7423 data_time: 0.0022 memory: 2282 loss: 0.4496 loss_cls: 0.1749 loss_bbox: 0.2747 2023/06/06 20:10:23 - mmengine - INFO - Epoch(train) [133][450/782] lr: 4.0000e-03 eta: 1 day, 3:07:35 time: 0.8970 data_time: 0.0019 memory: 2282 loss: 0.4515 loss_cls: 0.1711 loss_bbox: 0.2803 2023/06/06 20:10:54 - mmengine - INFO - Epoch(train) [133][500/782] lr: 4.0000e-03 eta: 1 day, 3:06:14 time: 0.6262 data_time: 0.0019 memory: 2282 loss: 0.4309 loss_cls: 0.1594 loss_bbox: 0.2715 2023/06/06 20:11:34 - mmengine - INFO - Epoch(train) [133][550/782] lr: 4.0000e-03 eta: 1 day, 3:05:55 time: 0.7966 data_time: 0.0019 memory: 2282 loss: 0.4559 loss_cls: 0.1752 loss_bbox: 0.2807 2023/06/06 20:12:15 - mmengine - INFO - Epoch(train) [133][600/782] lr: 4.0000e-03 eta: 1 day, 3:05:48 time: 0.8287 data_time: 0.0021 memory: 2282 loss: 0.4764 loss_cls: 0.1867 loss_bbox: 0.2897 2023/06/06 20:12:58 - mmengine - INFO - Epoch(train) [133][650/782] lr: 4.0000e-03 eta: 1 day, 3:05:54 time: 0.8619 data_time: 0.0020 memory: 2282 loss: 0.4587 loss_cls: 0.1737 loss_bbox: 0.2850 2023/06/06 20:13:38 - mmengine - INFO - Epoch(train) [133][700/782] lr: 4.0000e-03 eta: 1 day, 3:05:36 time: 0.7992 data_time: 0.0020 memory: 2282 loss: 0.4462 loss_cls: 0.1699 loss_bbox: 0.2762 2023/06/06 20:14:19 - mmengine - INFO - Epoch(train) [133][750/782] lr: 4.0000e-03 eta: 1 day, 3:05:21 time: 0.8095 data_time: 0.3670 memory: 2282 loss: 0.4323 loss_cls: 0.1624 loss_bbox: 0.2699 2023/06/06 20:14:35 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:14:46 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:15:50 - mmengine - INFO - Epoch(train) [134][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:07:58 time: 1.2885 data_time: 0.0276 memory: 2282 loss: 0.4477 loss_cls: 0.1729 loss_bbox: 0.2749 2023/06/06 20:16:32 - mmengine - INFO - Epoch(train) [134][100/782] lr: 4.0000e-03 eta: 1 day, 3:07:51 time: 0.8326 data_time: 0.0019 memory: 2282 loss: 0.4760 loss_cls: 0.1860 loss_bbox: 0.2901 2023/06/06 20:17:14 - mmengine - INFO - Epoch(train) [134][150/782] lr: 4.0000e-03 eta: 1 day, 3:07:49 time: 0.8462 data_time: 0.0019 memory: 2282 loss: 0.4442 loss_cls: 0.1680 loss_bbox: 0.2762 2023/06/06 20:17:59 - mmengine - INFO - Epoch(train) [134][200/782] lr: 4.0000e-03 eta: 1 day, 3:08:03 time: 0.8935 data_time: 0.0020 memory: 2282 loss: 0.4587 loss_cls: 0.1730 loss_bbox: 0.2857 2023/06/06 20:18:21 - mmengine - INFO - Epoch(train) [134][250/782] lr: 4.0000e-03 eta: 1 day, 3:05:38 time: 0.4463 data_time: 0.0020 memory: 2282 loss: 0.4618 loss_cls: 0.1795 loss_bbox: 0.2823 2023/06/06 20:18:57 - mmengine - INFO - Epoch(train) [134][300/782] lr: 4.0000e-03 eta: 1 day, 3:04:51 time: 0.7229 data_time: 0.0020 memory: 2282 loss: 0.4517 loss_cls: 0.1721 loss_bbox: 0.2797 2023/06/06 20:19:58 - mmengine - INFO - Epoch(train) [134][350/782] lr: 4.0000e-03 eta: 1 day, 3:06:57 time: 1.2071 data_time: 0.3710 memory: 2282 loss: 0.4744 loss_cls: 0.1801 loss_bbox: 0.2942 2023/06/06 20:20:37 - mmengine - INFO - Epoch(train) [134][400/782] lr: 4.0000e-03 eta: 1 day, 3:06:34 time: 0.7899 data_time: 0.1066 memory: 2282 loss: 0.4667 loss_cls: 0.1783 loss_bbox: 0.2884 2023/06/06 20:21:33 - mmengine - INFO - Epoch(train) [134][450/782] lr: 4.0000e-03 eta: 1 day, 3:08:03 time: 1.1076 data_time: 0.3739 memory: 2282 loss: 0.4482 loss_cls: 0.1711 loss_bbox: 0.2771 2023/06/06 20:21:55 - mmengine - INFO - Epoch(train) [134][500/782] lr: 4.0000e-03 eta: 1 day, 3:05:39 time: 0.4479 data_time: 0.0020 memory: 2282 loss: 0.4460 loss_cls: 0.1709 loss_bbox: 0.2751 2023/06/06 20:22:34 - mmengine - INFO - Epoch(train) [134][550/782] lr: 4.0000e-03 eta: 1 day, 3:05:09 time: 0.7717 data_time: 0.0020 memory: 2282 loss: 0.4717 loss_cls: 0.1823 loss_bbox: 0.2894 2023/06/06 20:23:08 - mmengine - INFO - Epoch(train) [134][600/782] lr: 4.0000e-03 eta: 1 day, 3:04:10 time: 0.6898 data_time: 0.0020 memory: 2282 loss: 0.4508 loss_cls: 0.1729 loss_bbox: 0.2779 2023/06/06 20:23:46 - mmengine - INFO - Epoch(train) [134][650/782] lr: 4.0000e-03 eta: 1 day, 3:03:38 time: 0.7632 data_time: 0.0020 memory: 2282 loss: 0.4376 loss_cls: 0.1669 loss_bbox: 0.2706 2023/06/06 20:24:26 - mmengine - INFO - Epoch(train) [134][700/782] lr: 4.0000e-03 eta: 1 day, 3:03:17 time: 0.8000 data_time: 0.0598 memory: 2282 loss: 0.4673 loss_cls: 0.1814 loss_bbox: 0.2858 2023/06/06 20:24:49 - mmengine - INFO - Epoch(train) [134][750/782] lr: 4.0000e-03 eta: 1 day, 3:00:54 time: 0.4444 data_time: 0.0020 memory: 2282 loss: 0.4588 loss_cls: 0.1776 loss_bbox: 0.2812 2023/06/06 20:25:21 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:25:52 - mmengine - INFO - Epoch(train) [135][ 50/782] lr: 4.0000e-03 eta: 1 day, 3:00:08 time: 0.6147 data_time: 0.0166 memory: 2282 loss: 0.4587 loss_cls: 0.1746 loss_bbox: 0.2842 2023/06/06 20:26:24 - mmengine - INFO - Epoch(train) [135][100/782] lr: 4.0000e-03 eta: 1 day, 2:58:50 time: 0.6316 data_time: 0.0020 memory: 2282 loss: 0.4489 loss_cls: 0.1700 loss_bbox: 0.2789 2023/06/06 20:27:05 - mmengine - INFO - Epoch(train) [135][150/782] lr: 4.0000e-03 eta: 1 day, 2:58:42 time: 0.8343 data_time: 0.0021 memory: 2282 loss: 0.4535 loss_cls: 0.1702 loss_bbox: 0.2833 2023/06/06 20:27:28 - mmengine - INFO - Epoch(train) [135][200/782] lr: 4.0000e-03 eta: 1 day, 2:56:20 time: 0.4430 data_time: 0.0023 memory: 2282 loss: 0.4560 loss_cls: 0.1749 loss_bbox: 0.2812 2023/06/06 20:27:35 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:28:08 - mmengine - INFO - Epoch(train) [135][250/782] lr: 4.0000e-03 eta: 1 day, 2:56:00 time: 0.8000 data_time: 0.0021 memory: 2282 loss: 0.4408 loss_cls: 0.1660 loss_bbox: 0.2748 2023/06/06 20:28:30 - mmengine - INFO - Epoch(train) [135][300/782] lr: 4.0000e-03 eta: 1 day, 2:53:38 time: 0.4420 data_time: 0.0020 memory: 2282 loss: 0.4519 loss_cls: 0.1727 loss_bbox: 0.2792 2023/06/06 20:29:21 - mmengine - INFO - Epoch(train) [135][350/782] lr: 4.0000e-03 eta: 1 day, 2:54:38 time: 1.0342 data_time: 0.0026 memory: 2282 loss: 0.4499 loss_cls: 0.1725 loss_bbox: 0.2774 2023/06/06 20:29:59 - mmengine - INFO - Epoch(train) [135][400/782] lr: 4.0000e-03 eta: 1 day, 2:54:03 time: 0.7537 data_time: 0.0133 memory: 2282 loss: 0.4553 loss_cls: 0.1754 loss_bbox: 0.2798 2023/06/06 20:30:38 - mmengine - INFO - Epoch(train) [135][450/782] lr: 4.0000e-03 eta: 1 day, 2:53:37 time: 0.7839 data_time: 0.0020 memory: 2282 loss: 0.4646 loss_cls: 0.1773 loss_bbox: 0.2873 2023/06/06 20:31:13 - mmengine - INFO - Epoch(train) [135][500/782] lr: 4.0000e-03 eta: 1 day, 2:52:41 time: 0.6944 data_time: 0.0020 memory: 2282 loss: 0.4382 loss_cls: 0.1673 loss_bbox: 0.2710 2023/06/06 20:31:35 - mmengine - INFO - Epoch(train) [135][550/782] lr: 4.0000e-03 eta: 1 day, 2:50:21 time: 0.4400 data_time: 0.0019 memory: 2282 loss: 0.4635 loss_cls: 0.1795 loss_bbox: 0.2840 2023/06/06 20:32:19 - mmengine - INFO - Epoch(train) [135][600/782] lr: 4.0000e-03 eta: 1 day, 2:50:25 time: 0.8730 data_time: 0.0019 memory: 2282 loss: 0.4578 loss_cls: 0.1741 loss_bbox: 0.2837 2023/06/06 20:33:05 - mmengine - INFO - Epoch(train) [135][650/782] lr: 4.0000e-03 eta: 1 day, 2:50:48 time: 0.9270 data_time: 0.0021 memory: 2282 loss: 0.4423 loss_cls: 0.1695 loss_bbox: 0.2728 2023/06/06 20:33:59 - mmengine - INFO - Epoch(train) [135][700/782] lr: 4.0000e-03 eta: 1 day, 2:52:02 time: 1.0858 data_time: 0.0020 memory: 2282 loss: 0.4495 loss_cls: 0.1738 loss_bbox: 0.2756 2023/06/06 20:34:40 - mmengine - INFO - Epoch(train) [135][750/782] lr: 4.0000e-03 eta: 1 day, 2:51:42 time: 0.8026 data_time: 0.0020 memory: 2282 loss: 0.4714 loss_cls: 0.1832 loss_bbox: 0.2882 2023/06/06 20:34:52 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:35:47 - mmengine - INFO - Epoch(train) [136][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:51:18 time: 1.0988 data_time: 0.2999 memory: 2282 loss: 0.4487 loss_cls: 0.1724 loss_bbox: 0.2763 2023/06/06 20:36:29 - mmengine - INFO - Epoch(train) [136][100/782] lr: 4.0000e-03 eta: 1 day, 2:51:12 time: 0.8468 data_time: 0.0019 memory: 2282 loss: 0.4708 loss_cls: 0.1796 loss_bbox: 0.2911 2023/06/06 20:37:00 - mmengine - INFO - Epoch(train) [136][150/782] lr: 4.0000e-03 eta: 1 day, 2:49:50 time: 0.6136 data_time: 0.0020 memory: 2282 loss: 0.4548 loss_cls: 0.1747 loss_bbox: 0.2801 2023/06/06 20:37:58 - mmengine - INFO - Epoch(train) [136][200/782] lr: 4.0000e-03 eta: 1 day, 2:51:27 time: 1.1612 data_time: 0.3681 memory: 2282 loss: 0.4483 loss_cls: 0.1720 loss_bbox: 0.2762 2023/06/06 20:38:39 - mmengine - INFO - Epoch(train) [136][250/782] lr: 4.0000e-03 eta: 1 day, 2:51:13 time: 0.8245 data_time: 0.0019 memory: 2282 loss: 0.4424 loss_cls: 0.1666 loss_bbox: 0.2758 2023/06/06 20:39:18 - mmengine - INFO - Epoch(train) [136][300/782] lr: 4.0000e-03 eta: 1 day, 2:50:46 time: 0.7818 data_time: 0.0020 memory: 2282 loss: 0.4597 loss_cls: 0.1756 loss_bbox: 0.2840 2023/06/06 20:39:51 - mmengine - INFO - Epoch(train) [136][350/782] lr: 4.0000e-03 eta: 1 day, 2:49:41 time: 0.6654 data_time: 0.0020 memory: 2282 loss: 0.4594 loss_cls: 0.1774 loss_bbox: 0.2820 2023/06/06 20:40:26 - mmengine - INFO - Epoch(train) [136][400/782] lr: 4.0000e-03 eta: 1 day, 2:48:45 time: 0.6942 data_time: 0.0019 memory: 2282 loss: 0.4500 loss_cls: 0.1712 loss_bbox: 0.2788 2023/06/06 20:41:00 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:41:26 - mmengine - INFO - Epoch(train) [136][450/782] lr: 4.0000e-03 eta: 1 day, 2:50:28 time: 1.1877 data_time: 0.0237 memory: 2282 loss: 0.4434 loss_cls: 0.1681 loss_bbox: 0.2753 2023/06/06 20:42:11 - mmengine - INFO - Epoch(train) [136][500/782] lr: 4.0000e-03 eta: 1 day, 2:50:39 time: 0.9018 data_time: 0.0023 memory: 2282 loss: 0.4552 loss_cls: 0.1742 loss_bbox: 0.2810 2023/06/06 20:43:03 - mmengine - INFO - Epoch(train) [136][550/782] lr: 4.0000e-03 eta: 1 day, 2:51:34 time: 1.0412 data_time: 0.0021 memory: 2282 loss: 0.4575 loss_cls: 0.1787 loss_bbox: 0.2788 2023/06/06 20:43:40 - mmengine - INFO - Epoch(train) [136][600/782] lr: 4.0000e-03 eta: 1 day, 2:50:56 time: 0.7531 data_time: 0.3144 memory: 2282 loss: 0.4606 loss_cls: 0.1725 loss_bbox: 0.2882 2023/06/06 20:44:27 - mmengine - INFO - Epoch(train) [136][650/782] lr: 4.0000e-03 eta: 1 day, 2:51:15 time: 0.9317 data_time: 0.0020 memory: 2282 loss: 0.4383 loss_cls: 0.1675 loss_bbox: 0.2708 2023/06/06 20:45:11 - mmengine - INFO - Epoch(train) [136][700/782] lr: 4.0000e-03 eta: 1 day, 2:51:20 time: 0.8864 data_time: 0.0020 memory: 2282 loss: 0.4565 loss_cls: 0.1748 loss_bbox: 0.2818 2023/06/06 20:45:34 - mmengine - INFO - Epoch(train) [136][750/782] lr: 4.0000e-03 eta: 1 day, 2:49:05 time: 0.4465 data_time: 0.0020 memory: 2282 loss: 0.4461 loss_cls: 0.1700 loss_bbox: 0.2761 2023/06/06 20:45:46 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:46:24 - mmengine - INFO - Epoch(train) [137][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:46:52 time: 0.7634 data_time: 0.0298 memory: 2282 loss: 0.4548 loss_cls: 0.1713 loss_bbox: 0.2834 2023/06/06 20:47:00 - mmengine - INFO - Epoch(train) [137][100/782] lr: 4.0000e-03 eta: 1 day, 2:46:01 time: 0.7108 data_time: 0.0019 memory: 2282 loss: 0.4520 loss_cls: 0.1723 loss_bbox: 0.2796 2023/06/06 20:47:37 - mmengine - INFO - Epoch(train) [137][150/782] lr: 4.0000e-03 eta: 1 day, 2:45:24 time: 0.7534 data_time: 0.0019 memory: 2282 loss: 0.4622 loss_cls: 0.1810 loss_bbox: 0.2812 2023/06/06 20:48:15 - mmengine - INFO - Epoch(train) [137][200/782] lr: 4.0000e-03 eta: 1 day, 2:44:47 time: 0.7528 data_time: 0.0019 memory: 2282 loss: 0.4580 loss_cls: 0.1764 loss_bbox: 0.2816 2023/06/06 20:48:54 - mmengine - INFO - Epoch(train) [137][250/782] lr: 4.0000e-03 eta: 1 day, 2:44:19 time: 0.7843 data_time: 0.0019 memory: 2282 loss: 0.4550 loss_cls: 0.1721 loss_bbox: 0.2829 2023/06/06 20:49:30 - mmengine - INFO - Epoch(train) [137][300/782] lr: 4.0000e-03 eta: 1 day, 2:43:32 time: 0.7202 data_time: 0.0019 memory: 2282 loss: 0.4557 loss_cls: 0.1731 loss_bbox: 0.2826 2023/06/06 20:50:08 - mmengine - INFO - Epoch(train) [137][350/782] lr: 4.0000e-03 eta: 1 day, 2:42:58 time: 0.7644 data_time: 0.0020 memory: 2282 loss: 0.4614 loss_cls: 0.1800 loss_bbox: 0.2815 2023/06/06 20:50:51 - mmengine - INFO - Epoch(train) [137][400/782] lr: 4.0000e-03 eta: 1 day, 2:42:51 time: 0.8504 data_time: 0.0020 memory: 2282 loss: 0.4578 loss_cls: 0.1740 loss_bbox: 0.2838 2023/06/06 20:51:48 - mmengine - INFO - Epoch(train) [137][450/782] lr: 4.0000e-03 eta: 1 day, 2:44:13 time: 1.1430 data_time: 0.7047 memory: 2282 loss: 0.4531 loss_cls: 0.1717 loss_bbox: 0.2814 2023/06/06 20:52:36 - mmengine - INFO - Epoch(train) [137][500/782] lr: 4.0000e-03 eta: 1 day, 2:44:36 time: 0.9516 data_time: 0.0021 memory: 2282 loss: 0.4443 loss_cls: 0.1654 loss_bbox: 0.2789 2023/06/06 20:53:08 - mmengine - INFO - Epoch(train) [137][550/782] lr: 4.0000e-03 eta: 1 day, 2:43:27 time: 0.6505 data_time: 0.2081 memory: 2282 loss: 0.4669 loss_cls: 0.1750 loss_bbox: 0.2919 2023/06/06 20:53:40 - mmengine - INFO - Epoch(train) [137][600/782] lr: 4.0000e-03 eta: 1 day, 2:42:13 time: 0.6331 data_time: 0.0021 memory: 2282 loss: 0.4630 loss_cls: 0.1780 loss_bbox: 0.2850 2023/06/06 20:54:38 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:54:39 - mmengine - INFO - Epoch(train) [137][650/782] lr: 4.0000e-03 eta: 1 day, 2:43:43 time: 1.1740 data_time: 0.0020 memory: 2282 loss: 0.4515 loss_cls: 0.1718 loss_bbox: 0.2796 2023/06/06 20:55:14 - mmengine - INFO - Epoch(train) [137][700/782] lr: 4.0000e-03 eta: 1 day, 2:42:49 time: 0.7020 data_time: 0.0020 memory: 2282 loss: 0.4541 loss_cls: 0.1762 loss_bbox: 0.2779 2023/06/06 20:56:14 - mmengine - INFO - Epoch(train) [137][750/782] lr: 4.0000e-03 eta: 1 day, 2:44:29 time: 1.2061 data_time: 0.1926 memory: 2282 loss: 0.4447 loss_cls: 0.1685 loss_bbox: 0.2762 2023/06/06 20:56:39 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 20:57:37 - mmengine - INFO - Epoch(train) [138][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:45:33 time: 1.1573 data_time: 0.0256 memory: 2282 loss: 0.4511 loss_cls: 0.1729 loss_bbox: 0.2782 2023/06/06 20:58:17 - mmengine - INFO - Epoch(train) [138][100/782] lr: 4.0000e-03 eta: 1 day, 2:45:10 time: 0.8031 data_time: 0.3672 memory: 2282 loss: 0.4455 loss_cls: 0.1701 loss_bbox: 0.2754 2023/06/06 20:59:03 - mmengine - INFO - Epoch(train) [138][150/782] lr: 4.0000e-03 eta: 1 day, 2:45:19 time: 0.9148 data_time: 0.0022 memory: 2282 loss: 0.4443 loss_cls: 0.1708 loss_bbox: 0.2736 2023/06/06 20:59:25 - mmengine - INFO - Epoch(train) [138][200/782] lr: 4.0000e-03 eta: 1 day, 2:43:10 time: 0.4501 data_time: 0.0022 memory: 2282 loss: 0.4801 loss_cls: 0.1849 loss_bbox: 0.2951 2023/06/06 21:00:06 - mmengine - INFO - Epoch(train) [138][250/782] lr: 4.0000e-03 eta: 1 day, 2:42:49 time: 0.8117 data_time: 0.0021 memory: 2282 loss: 0.4512 loss_cls: 0.1711 loss_bbox: 0.2802 2023/06/06 21:00:50 - mmengine - INFO - Epoch(train) [138][300/782] lr: 4.0000e-03 eta: 1 day, 2:42:47 time: 0.8766 data_time: 0.0023 memory: 2282 loss: 0.4479 loss_cls: 0.1735 loss_bbox: 0.2744 2023/06/06 21:01:26 - mmengine - INFO - Epoch(train) [138][350/782] lr: 4.0000e-03 eta: 1 day, 2:41:58 time: 0.7173 data_time: 0.0020 memory: 2282 loss: 0.4609 loss_cls: 0.1769 loss_bbox: 0.2840 2023/06/06 21:02:07 - mmengine - INFO - Epoch(train) [138][400/782] lr: 4.0000e-03 eta: 1 day, 2:41:38 time: 0.8185 data_time: 0.0021 memory: 2282 loss: 0.4834 loss_cls: 0.1923 loss_bbox: 0.2912 2023/06/06 21:03:22 - mmengine - INFO - Epoch(train) [138][450/782] lr: 4.0000e-03 eta: 1 day, 2:44:42 time: 1.5095 data_time: 0.0021 memory: 2282 loss: 0.4542 loss_cls: 0.1697 loss_bbox: 0.2845 2023/06/06 21:04:03 - mmengine - INFO - Epoch(train) [138][500/782] lr: 4.0000e-03 eta: 1 day, 2:44:19 time: 0.8075 data_time: 0.2530 memory: 2282 loss: 0.4591 loss_cls: 0.1758 loss_bbox: 0.2833 2023/06/06 21:04:41 - mmengine - INFO - Epoch(train) [138][550/782] lr: 4.0000e-03 eta: 1 day, 2:43:44 time: 0.7681 data_time: 0.3260 memory: 2282 loss: 0.4583 loss_cls: 0.1772 loss_bbox: 0.2811 2023/06/06 21:05:03 - mmengine - INFO - Epoch(train) [138][600/782] lr: 4.0000e-03 eta: 1 day, 2:41:34 time: 0.4427 data_time: 0.0021 memory: 2282 loss: 0.4529 loss_cls: 0.1724 loss_bbox: 0.2804 2023/06/06 21:05:47 - mmengine - INFO - Epoch(train) [138][650/782] lr: 4.0000e-03 eta: 1 day, 2:41:32 time: 0.8805 data_time: 0.0021 memory: 2282 loss: 0.4446 loss_cls: 0.1700 loss_bbox: 0.2746 2023/06/06 21:06:43 - mmengine - INFO - Epoch(train) [138][700/782] lr: 4.0000e-03 eta: 1 day, 2:42:36 time: 1.1103 data_time: 0.0020 memory: 2282 loss: 0.4518 loss_cls: 0.1724 loss_bbox: 0.2794 2023/06/06 21:07:38 - mmengine - INFO - Epoch(train) [138][750/782] lr: 4.0000e-03 eta: 1 day, 2:43:39 time: 1.1063 data_time: 0.0020 memory: 2282 loss: 0.4512 loss_cls: 0.1739 loss_bbox: 0.2773 2023/06/06 21:07:51 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 21:08:47 - mmengine - INFO - Epoch(train) [139][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:43:15 time: 1.1263 data_time: 0.0280 memory: 2282 loss: 0.4738 loss_cls: 0.1843 loss_bbox: 0.2895 2023/06/06 21:09:13 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 21:09:20 - mmengine - INFO - Epoch(train) [139][100/782] lr: 4.0000e-03 eta: 1 day, 2:42:09 time: 0.6613 data_time: 0.0021 memory: 2282 loss: 0.4527 loss_cls: 0.1746 loss_bbox: 0.2781 2023/06/06 21:09:42 - mmengine - INFO - Epoch(train) [139][150/782] lr: 4.0000e-03 eta: 1 day, 2:40:01 time: 0.4464 data_time: 0.0022 memory: 2282 loss: 0.4524 loss_cls: 0.1726 loss_bbox: 0.2798 2023/06/06 21:10:14 - mmengine - INFO - Epoch(train) [139][200/782] lr: 4.0000e-03 eta: 1 day, 2:38:47 time: 0.6325 data_time: 0.0022 memory: 2282 loss: 0.4668 loss_cls: 0.1813 loss_bbox: 0.2855 2023/06/06 21:11:03 - mmengine - INFO - Epoch(train) [139][250/782] lr: 4.0000e-03 eta: 1 day, 2:39:13 time: 0.9819 data_time: 0.5340 memory: 2282 loss: 0.4541 loss_cls: 0.1738 loss_bbox: 0.2804 2023/06/06 21:11:38 - mmengine - INFO - Epoch(train) [139][300/782] lr: 4.0000e-03 eta: 1 day, 2:38:18 time: 0.7017 data_time: 0.0019 memory: 2282 loss: 0.4480 loss_cls: 0.1719 loss_bbox: 0.2761 2023/06/06 21:12:16 - mmengine - INFO - Epoch(train) [139][350/782] lr: 4.0000e-03 eta: 1 day, 2:37:38 time: 0.7483 data_time: 0.0018 memory: 2282 loss: 0.4442 loss_cls: 0.1683 loss_bbox: 0.2760 2023/06/06 21:13:05 - mmengine - INFO - Epoch(train) [139][400/782] lr: 4.0000e-03 eta: 1 day, 2:38:06 time: 0.9928 data_time: 0.0019 memory: 2282 loss: 0.4648 loss_cls: 0.1786 loss_bbox: 0.2863 2023/06/06 21:13:51 - mmengine - INFO - Epoch(train) [139][450/782] lr: 4.0000e-03 eta: 1 day, 2:38:13 time: 0.9176 data_time: 0.2066 memory: 2282 loss: 0.4684 loss_cls: 0.1828 loss_bbox: 0.2856 2023/06/06 21:14:14 - mmengine - INFO - Epoch(train) [139][500/782] lr: 4.0000e-03 eta: 1 day, 2:36:07 time: 0.4499 data_time: 0.0018 memory: 2282 loss: 0.4644 loss_cls: 0.1775 loss_bbox: 0.2870 2023/06/06 21:14:36 - mmengine - INFO - Epoch(train) [139][550/782] lr: 4.0000e-03 eta: 1 day, 2:33:59 time: 0.4360 data_time: 0.0019 memory: 2282 loss: 0.4525 loss_cls: 0.1715 loss_bbox: 0.2810 2023/06/06 21:14:58 - mmengine - INFO - Epoch(train) [139][600/782] lr: 4.0000e-03 eta: 1 day, 2:31:52 time: 0.4422 data_time: 0.0019 memory: 2282 loss: 0.4621 loss_cls: 0.1735 loss_bbox: 0.2887 2023/06/06 21:15:36 - mmengine - INFO - Epoch(train) [139][650/782] lr: 4.0000e-03 eta: 1 day, 2:31:18 time: 0.7713 data_time: 0.0019 memory: 2282 loss: 0.4426 loss_cls: 0.1685 loss_bbox: 0.2741 2023/06/06 21:16:55 - mmengine - INFO - Epoch(train) [139][700/782] lr: 4.0000e-03 eta: 1 day, 2:34:26 time: 1.5688 data_time: 0.7766 memory: 2282 loss: 0.4570 loss_cls: 0.1750 loss_bbox: 0.2820 2023/06/06 21:17:35 - mmengine - INFO - Epoch(train) [139][750/782] lr: 4.0000e-03 eta: 1 day, 2:34:00 time: 0.8010 data_time: 0.0019 memory: 2282 loss: 0.4581 loss_cls: 0.1748 loss_bbox: 0.2833 2023/06/06 21:18:11 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 21:19:14 - mmengine - INFO - Epoch(train) [140][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:36:20 time: 1.2458 data_time: 0.0158 memory: 2282 loss: 0.4641 loss_cls: 0.1760 loss_bbox: 0.2881 2023/06/06 21:19:36 - mmengine - INFO - Epoch(train) [140][100/782] lr: 4.0000e-03 eta: 1 day, 2:34:16 time: 0.4485 data_time: 0.0019 memory: 2282 loss: 0.4398 loss_cls: 0.1717 loss_bbox: 0.2681 2023/06/06 21:20:21 - mmengine - INFO - Epoch(train) [140][150/782] lr: 4.0000e-03 eta: 1 day, 2:34:17 time: 0.9012 data_time: 0.1835 memory: 2282 loss: 0.4492 loss_cls: 0.1688 loss_bbox: 0.2803 2023/06/06 21:21:00 - mmengine - INFO - Epoch(train) [140][200/782] lr: 4.0000e-03 eta: 1 day, 2:33:40 time: 0.7673 data_time: 0.0021 memory: 2282 loss: 0.4420 loss_cls: 0.1719 loss_bbox: 0.2701 2023/06/06 21:22:02 - mmengine - INFO - Epoch(train) [140][250/782] lr: 4.0000e-03 eta: 1 day, 2:35:14 time: 1.2405 data_time: 0.0021 memory: 2282 loss: 0.4624 loss_cls: 0.1766 loss_bbox: 0.2858 2023/06/06 21:22:48 - mmengine - INFO - Epoch(train) [140][300/782] lr: 4.0000e-03 eta: 1 day, 2:35:18 time: 0.9178 data_time: 0.0021 memory: 2282 loss: 0.4504 loss_cls: 0.1719 loss_bbox: 0.2785 2023/06/06 21:22:48 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 21:23:39 - mmengine - INFO - Epoch(train) [140][350/782] lr: 4.0000e-03 eta: 1 day, 2:35:52 time: 1.0238 data_time: 0.4881 memory: 2282 loss: 0.4542 loss_cls: 0.1734 loss_bbox: 0.2808 2023/06/06 21:24:19 - mmengine - INFO - Epoch(train) [140][400/782] lr: 4.0000e-03 eta: 1 day, 2:35:25 time: 0.8049 data_time: 0.0020 memory: 2282 loss: 0.4567 loss_cls: 0.1756 loss_bbox: 0.2811 2023/06/06 21:24:41 - mmengine - INFO - Epoch(train) [140][450/782] lr: 4.0000e-03 eta: 1 day, 2:33:21 time: 0.4463 data_time: 0.0020 memory: 2282 loss: 0.4529 loss_cls: 0.1747 loss_bbox: 0.2782 2023/06/06 21:25:13 - mmengine - INFO - Epoch(train) [140][500/782] lr: 4.0000e-03 eta: 1 day, 2:32:10 time: 0.6413 data_time: 0.0019 memory: 2282 loss: 0.4564 loss_cls: 0.1749 loss_bbox: 0.2815 2023/06/06 21:25:44 - mmengine - INFO - Epoch(train) [140][550/782] lr: 4.0000e-03 eta: 1 day, 2:30:52 time: 0.6117 data_time: 0.0019 memory: 2282 loss: 0.4427 loss_cls: 0.1654 loss_bbox: 0.2773 2023/06/06 21:26:17 - mmengine - INFO - Epoch(train) [140][600/782] lr: 4.0000e-03 eta: 1 day, 2:29:46 time: 0.6591 data_time: 0.0019 memory: 2282 loss: 0.4537 loss_cls: 0.1800 loss_bbox: 0.2736 2023/06/06 21:26:40 - mmengine - INFO - Epoch(train) [140][650/782] lr: 4.0000e-03 eta: 1 day, 2:27:45 time: 0.4532 data_time: 0.0020 memory: 2282 loss: 0.4556 loss_cls: 0.1745 loss_bbox: 0.2811 2023/06/06 21:27:02 - mmengine - INFO - Epoch(train) [140][700/782] lr: 4.0000e-03 eta: 1 day, 2:25:44 time: 0.4508 data_time: 0.0020 memory: 2282 loss: 0.4640 loss_cls: 0.1806 loss_bbox: 0.2833 2023/06/06 21:27:25 - mmengine - INFO - Epoch(train) [140][750/782] lr: 4.0000e-03 eta: 1 day, 2:23:44 time: 0.4525 data_time: 0.0020 memory: 2282 loss: 0.4497 loss_cls: 0.1732 loss_bbox: 0.2765 2023/06/06 21:27:37 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 21:27:37 - mmengine - INFO - Saving checkpoint at 140 epochs 2023/06/06 21:27:55 - mmengine - INFO - Evaluating bbox... 2023/06/06 21:27:57 - mmengine - INFO - bbox_mAP_copypaste: 0.719 0.973 0.816 0.400 0.580 0.743 2023/06/06 21:27:57 - mmengine - INFO - Epoch(val) [140][43/43] coco/bbox_mAP: 0.7190 coco/bbox_mAP_50: 0.9730 coco/bbox_mAP_75: 0.8160 coco/bbox_mAP_s: 0.4000 coco/bbox_mAP_m: 0.5800 coco/bbox_mAP_l: 0.7430 data_time: 0.1219 time: 0.1468 2023/06/06 21:28:45 - mmengine - INFO - Epoch(train) [141][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:22:32 time: 0.9599 data_time: 0.0283 memory: 2282 loss: 0.4680 loss_cls: 0.1773 loss_bbox: 0.2907 2023/06/06 21:29:24 - mmengine - INFO - Epoch(train) [141][100/782] lr: 4.0000e-03 eta: 1 day, 2:22:01 time: 0.7854 data_time: 0.0020 memory: 2282 loss: 0.4700 loss_cls: 0.1819 loss_bbox: 0.2880 2023/06/06 21:29:47 - mmengine - INFO - Epoch(train) [141][150/782] lr: 4.0000e-03 eta: 1 day, 2:20:01 time: 0.4499 data_time: 0.0021 memory: 2282 loss: 0.4695 loss_cls: 0.1809 loss_bbox: 0.2887 2023/06/06 21:30:16 - mmengine - INFO - Epoch(train) [141][200/782] lr: 4.0000e-03 eta: 1 day, 2:18:40 time: 0.5951 data_time: 0.1567 memory: 2282 loss: 0.4575 loss_cls: 0.1763 loss_bbox: 0.2813 2023/06/06 21:30:59 - mmengine - INFO - Epoch(train) [141][250/782] lr: 4.0000e-03 eta: 1 day, 2:18:27 time: 0.8525 data_time: 0.0021 memory: 2282 loss: 0.4508 loss_cls: 0.1759 loss_bbox: 0.2748 2023/06/06 21:31:21 - mmengine - INFO - Epoch(train) [141][300/782] lr: 4.0000e-03 eta: 1 day, 2:16:26 time: 0.4434 data_time: 0.0020 memory: 2282 loss: 0.4513 loss_cls: 0.1730 loss_bbox: 0.2782 2023/06/06 21:32:10 - mmengine - INFO - Epoch(train) [141][350/782] lr: 4.0000e-03 eta: 1 day, 2:16:46 time: 0.9757 data_time: 0.0018 memory: 2282 loss: 0.4627 loss_cls: 0.1778 loss_bbox: 0.2849 2023/06/06 21:32:51 - mmengine - INFO - Epoch(train) [141][400/782] lr: 4.0000e-03 eta: 1 day, 2:16:23 time: 0.8185 data_time: 0.0020 memory: 2282 loss: 0.4551 loss_cls: 0.1760 loss_bbox: 0.2791 2023/06/06 21:33:26 - mmengine - INFO - Epoch(train) [141][450/782] lr: 4.0000e-03 eta: 1 day, 2:15:32 time: 0.7053 data_time: 0.1093 memory: 2282 loss: 0.4580 loss_cls: 0.1727 loss_bbox: 0.2853 2023/06/06 21:34:05 - mmengine - INFO - Epoch(train) [141][500/782] lr: 4.0000e-03 eta: 1 day, 2:14:57 time: 0.7691 data_time: 0.0023 memory: 2282 loss: 0.4622 loss_cls: 0.1767 loss_bbox: 0.2855 2023/06/06 21:34:14 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 21:34:43 - mmengine - INFO - Epoch(train) [141][550/782] lr: 4.0000e-03 eta: 1 day, 2:14:21 time: 0.7682 data_time: 0.0023 memory: 2282 loss: 0.4643 loss_cls: 0.1747 loss_bbox: 0.2896 2023/06/06 21:35:44 - mmengine - INFO - Epoch(train) [141][600/782] lr: 4.0000e-03 eta: 1 day, 2:15:45 time: 1.2280 data_time: 0.0021 memory: 2282 loss: 0.4583 loss_cls: 0.1763 loss_bbox: 0.2820 2023/06/06 21:36:07 - mmengine - INFO - Epoch(train) [141][650/782] lr: 4.0000e-03 eta: 1 day, 2:13:46 time: 0.4466 data_time: 0.0020 memory: 2282 loss: 0.4603 loss_cls: 0.1803 loss_bbox: 0.2799 2023/06/06 21:36:39 - mmengine - INFO - Epoch(train) [141][700/782] lr: 4.0000e-03 eta: 1 day, 2:12:39 time: 0.6429 data_time: 0.0021 memory: 2282 loss: 0.4468 loss_cls: 0.1687 loss_bbox: 0.2781 2023/06/06 21:37:26 - mmengine - INFO - Epoch(train) [141][750/782] lr: 4.0000e-03 eta: 1 day, 2:12:49 time: 0.9452 data_time: 0.0022 memory: 2282 loss: 0.4612 loss_cls: 0.1785 loss_bbox: 0.2827 2023/06/06 21:37:39 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 21:38:06 - mmengine - INFO - Epoch(train) [142][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:09:51 time: 0.5469 data_time: 0.0929 memory: 2282 loss: 0.4754 loss_cls: 0.1834 loss_bbox: 0.2919 2023/06/06 21:38:54 - mmengine - INFO - Epoch(train) [142][100/782] lr: 4.0000e-03 eta: 1 day, 2:10:05 time: 0.9613 data_time: 0.0021 memory: 2282 loss: 0.4627 loss_cls: 0.1790 loss_bbox: 0.2837 2023/06/06 21:39:32 - mmengine - INFO - Epoch(train) [142][150/782] lr: 4.0000e-03 eta: 1 day, 2:09:29 time: 0.7632 data_time: 0.0021 memory: 2282 loss: 0.4510 loss_cls: 0.1725 loss_bbox: 0.2785 2023/06/06 21:40:12 - mmengine - INFO - Epoch(train) [142][200/782] lr: 4.0000e-03 eta: 1 day, 2:09:00 time: 0.7931 data_time: 0.0020 memory: 2282 loss: 0.4503 loss_cls: 0.1696 loss_bbox: 0.2807 2023/06/06 21:40:53 - mmengine - INFO - Epoch(train) [142][250/782] lr: 4.0000e-03 eta: 1 day, 2:08:35 time: 0.8130 data_time: 0.0022 memory: 2282 loss: 0.4559 loss_cls: 0.1728 loss_bbox: 0.2831 2023/06/06 21:41:15 - mmengine - INFO - Epoch(train) [142][300/782] lr: 4.0000e-03 eta: 1 day, 2:06:39 time: 0.4482 data_time: 0.0021 memory: 2282 loss: 0.4626 loss_cls: 0.1746 loss_bbox: 0.2880 2023/06/06 21:42:01 - mmengine - INFO - Epoch(train) [142][350/782] lr: 4.0000e-03 eta: 1 day, 2:06:41 time: 0.9144 data_time: 0.3131 memory: 2282 loss: 0.4577 loss_cls: 0.1765 loss_bbox: 0.2812 2023/06/06 21:42:34 - mmengine - INFO - Epoch(train) [142][400/782] lr: 4.0000e-03 eta: 1 day, 2:05:41 time: 0.6711 data_time: 0.1379 memory: 2282 loss: 0.4349 loss_cls: 0.1664 loss_bbox: 0.2685 2023/06/06 21:42:56 - mmengine - INFO - Epoch(train) [142][450/782] lr: 4.0000e-03 eta: 1 day, 2:03:43 time: 0.4403 data_time: 0.0020 memory: 2282 loss: 0.4502 loss_cls: 0.1712 loss_bbox: 0.2790 2023/06/06 21:43:30 - mmengine - INFO - Epoch(train) [142][500/782] lr: 4.0000e-03 eta: 1 day, 2:02:46 time: 0.6796 data_time: 0.2421 memory: 2282 loss: 0.4535 loss_cls: 0.1769 loss_bbox: 0.2766 2023/06/06 21:44:58 - mmengine - INFO - Epoch(train) [142][550/782] lr: 4.0000e-03 eta: 1 day, 2:06:18 time: 1.7560 data_time: 0.8794 memory: 2282 loss: 0.4616 loss_cls: 0.1763 loss_bbox: 0.2853 2023/06/06 21:46:02 - mmengine - INFO - Epoch(train) [142][600/782] lr: 4.0000e-03 eta: 1 day, 2:07:49 time: 1.2805 data_time: 0.0020 memory: 2282 loss: 0.4467 loss_cls: 0.1728 loss_bbox: 0.2739 2023/06/06 21:46:53 - mmengine - INFO - Epoch(train) [142][650/782] lr: 4.0000e-03 eta: 1 day, 2:08:14 time: 1.0135 data_time: 0.0020 memory: 2282 loss: 0.4673 loss_cls: 0.1793 loss_bbox: 0.2880 2023/06/06 21:47:39 - mmengine - INFO - Epoch(train) [142][700/782] lr: 4.0000e-03 eta: 1 day, 2:08:14 time: 0.9140 data_time: 0.0022 memory: 2282 loss: 0.4503 loss_cls: 0.1755 loss_bbox: 0.2747 2023/06/06 21:48:24 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 21:48:41 - mmengine - INFO - Epoch(train) [142][750/782] lr: 4.0000e-03 eta: 1 day, 2:09:36 time: 1.2467 data_time: 0.2425 memory: 2282 loss: 0.4639 loss_cls: 0.1777 loss_bbox: 0.2863 2023/06/06 21:48:53 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 21:49:57 - mmengine - INFO - Epoch(train) [143][ 50/782] lr: 4.0000e-03 eta: 1 day, 2:09:41 time: 1.2755 data_time: 0.3830 memory: 2282 loss: 0.4605 loss_cls: 0.1811 loss_bbox: 0.2794 2023/06/06 21:50:31 - mmengine - INFO - Epoch(train) [143][100/782] lr: 4.0000e-03 eta: 1 day, 2:08:41 time: 0.6743 data_time: 0.0020 memory: 2282 loss: 0.4559 loss_cls: 0.1760 loss_bbox: 0.2799 2023/06/06 21:51:31 - mmengine - INFO - Epoch(train) [143][150/782] lr: 4.0000e-03 eta: 1 day, 2:09:49 time: 1.1980 data_time: 0.0021 memory: 2282 loss: 0.4509 loss_cls: 0.1709 loss_bbox: 0.2800 2023/06/06 21:52:11 - mmengine - INFO - Epoch(train) [143][200/782] lr: 4.0000e-03 eta: 1 day, 2:09:20 time: 0.8002 data_time: 0.0023 memory: 2282 loss: 0.4462 loss_cls: 0.1673 loss_bbox: 0.2789 2023/06/06 21:52:44 - mmengine - INFO - Epoch(train) [143][250/782] lr: 4.0000e-03 eta: 1 day, 2:08:16 time: 0.6553 data_time: 0.0021 memory: 2282 loss: 0.4420 loss_cls: 0.1645 loss_bbox: 0.2775 2023/06/06 21:53:25 - mmengine - INFO - Epoch(train) [143][300/782] lr: 4.0000e-03 eta: 1 day, 2:07:53 time: 0.8264 data_time: 0.0022 memory: 2282 loss: 0.4557 loss_cls: 0.1772 loss_bbox: 0.2785 2023/06/06 21:54:16 - mmengine - INFO - Epoch(train) [143][350/782] lr: 4.0000e-03 eta: 1 day, 2:08:18 time: 1.0245 data_time: 0.0021 memory: 2282 loss: 0.4553 loss_cls: 0.1776 loss_bbox: 0.2778 2023/06/06 21:54:50 - mmengine - INFO - Epoch(train) [143][400/782] lr: 4.0000e-03 eta: 1 day, 2:07:19 time: 0.6758 data_time: 0.0021 memory: 2282 loss: 0.4401 loss_cls: 0.1688 loss_bbox: 0.2713 2023/06/06 21:55:12 - mmengine - INFO - Epoch(train) [143][450/782] lr: 4.0000e-03 eta: 1 day, 2:05:24 time: 0.4475 data_time: 0.0024 memory: 2282 loss: 0.4728 loss_cls: 0.1821 loss_bbox: 0.2907 2023/06/06 21:55:55 - mmengine - INFO - Epoch(train) [143][500/782] lr: 4.0000e-03 eta: 1 day, 2:05:08 time: 0.8520 data_time: 0.0022 memory: 2282 loss: 0.4586 loss_cls: 0.1747 loss_bbox: 0.2839 2023/06/06 21:56:29 - mmengine - INFO - Epoch(train) [143][550/782] lr: 4.0000e-03 eta: 1 day, 2:04:10 time: 0.6823 data_time: 0.0021 memory: 2282 loss: 0.4587 loss_cls: 0.1745 loss_bbox: 0.2842 2023/06/06 21:57:00 - mmengine - INFO - Epoch(train) [143][600/782] lr: 4.0000e-03 eta: 1 day, 2:02:56 time: 0.6119 data_time: 0.0021 memory: 2282 loss: 0.4654 loss_cls: 0.1795 loss_bbox: 0.2859 2023/06/06 21:57:37 - mmengine - INFO - Epoch(train) [143][650/782] lr: 4.0000e-03 eta: 1 day, 2:02:15 time: 0.7520 data_time: 0.0020 memory: 2282 loss: 0.4579 loss_cls: 0.1736 loss_bbox: 0.2843 2023/06/06 21:58:21 - mmengine - INFO - Epoch(train) [143][700/782] lr: 4.0000e-03 eta: 1 day, 2:02:04 time: 0.8748 data_time: 0.0022 memory: 2282 loss: 0.4575 loss_cls: 0.1803 loss_bbox: 0.2772 2023/06/06 21:58:58 - mmengine - INFO - Epoch(train) [143][750/782] lr: 4.0000e-03 eta: 1 day, 2:01:18 time: 0.7299 data_time: 0.0025 memory: 2282 loss: 0.4551 loss_cls: 0.1744 loss_bbox: 0.2807 2023/06/06 21:59:14 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 21:59:38 - mmengine - INFO - Epoch(train) [144][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:58:32 time: 0.4791 data_time: 0.0159 memory: 2282 loss: 0.4578 loss_cls: 0.1714 loss_bbox: 0.2864 2023/06/06 22:00:14 - mmengine - INFO - Epoch(train) [144][100/782] lr: 4.0000e-03 eta: 1 day, 1:57:42 time: 0.7114 data_time: 0.0020 memory: 2282 loss: 0.4548 loss_cls: 0.1746 loss_bbox: 0.2802 2023/06/06 22:00:52 - mmengine - INFO - Epoch(train) [144][150/782] lr: 4.0000e-03 eta: 1 day, 1:57:01 time: 0.7516 data_time: 0.3067 memory: 2282 loss: 0.4536 loss_cls: 0.1760 loss_bbox: 0.2776 2023/06/06 22:01:16 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 22:01:45 - mmengine - INFO - Epoch(train) [144][200/782] lr: 4.0000e-03 eta: 1 day, 1:57:35 time: 1.0678 data_time: 0.2744 memory: 2282 loss: 0.4594 loss_cls: 0.1742 loss_bbox: 0.2851 2023/06/06 22:02:24 - mmengine - INFO - Epoch(train) [144][250/782] lr: 4.0000e-03 eta: 1 day, 1:57:01 time: 0.7798 data_time: 0.0021 memory: 2282 loss: 0.4526 loss_cls: 0.1750 loss_bbox: 0.2776 2023/06/06 22:03:13 - mmengine - INFO - Epoch(train) [144][300/782] lr: 4.0000e-03 eta: 1 day, 1:57:12 time: 0.9734 data_time: 0.0020 memory: 2282 loss: 0.4567 loss_cls: 0.1742 loss_bbox: 0.2825 2023/06/06 22:03:55 - mmengine - INFO - Epoch(train) [144][350/782] lr: 4.0000e-03 eta: 1 day, 1:56:55 time: 0.8512 data_time: 0.4194 memory: 2282 loss: 0.4603 loss_cls: 0.1721 loss_bbox: 0.2881 2023/06/06 22:04:18 - mmengine - INFO - Epoch(train) [144][400/782] lr: 4.0000e-03 eta: 1 day, 1:55:03 time: 0.4475 data_time: 0.0020 memory: 2282 loss: 0.4674 loss_cls: 0.1785 loss_bbox: 0.2890 2023/06/06 22:04:57 - mmengine - INFO - Epoch(train) [144][450/782] lr: 4.0000e-03 eta: 1 day, 1:54:30 time: 0.7830 data_time: 0.2857 memory: 2282 loss: 0.4635 loss_cls: 0.1771 loss_bbox: 0.2864 2023/06/06 22:05:29 - mmengine - INFO - Epoch(train) [144][500/782] lr: 4.0000e-03 eta: 1 day, 1:53:25 time: 0.6489 data_time: 0.0021 memory: 2282 loss: 0.4485 loss_cls: 0.1689 loss_bbox: 0.2796 2023/06/06 22:06:09 - mmengine - INFO - Epoch(train) [144][550/782] lr: 4.0000e-03 eta: 1 day, 1:52:55 time: 0.7985 data_time: 0.0024 memory: 2282 loss: 0.4605 loss_cls: 0.1736 loss_bbox: 0.2870 2023/06/06 22:07:16 - mmengine - INFO - Epoch(train) [144][600/782] lr: 4.0000e-03 eta: 1 day, 1:54:28 time: 1.3285 data_time: 0.0020 memory: 2282 loss: 0.4508 loss_cls: 0.1697 loss_bbox: 0.2811 2023/06/06 22:07:38 - mmengine - INFO - Epoch(train) [144][650/782] lr: 4.0000e-03 eta: 1 day, 1:52:36 time: 0.4438 data_time: 0.0023 memory: 2282 loss: 0.4487 loss_cls: 0.1693 loss_bbox: 0.2794 2023/06/06 22:08:15 - mmengine - INFO - Epoch(train) [144][700/782] lr: 4.0000e-03 eta: 1 day, 1:51:53 time: 0.7418 data_time: 0.1748 memory: 2282 loss: 0.4633 loss_cls: 0.1764 loss_bbox: 0.2869 2023/06/06 22:09:06 - mmengine - INFO - Epoch(train) [144][750/782] lr: 4.0000e-03 eta: 1 day, 1:52:16 time: 1.0267 data_time: 0.0021 memory: 2282 loss: 0.4563 loss_cls: 0.1729 loss_bbox: 0.2833 2023/06/06 22:09:30 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 22:10:13 - mmengine - INFO - Epoch(train) [145][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:51:31 time: 0.8483 data_time: 0.0283 memory: 2282 loss: 0.4649 loss_cls: 0.1817 loss_bbox: 0.2833 2023/06/06 22:10:48 - mmengine - INFO - Epoch(train) [145][100/782] lr: 4.0000e-03 eta: 1 day, 1:50:37 time: 0.6937 data_time: 0.0021 memory: 2282 loss: 0.4370 loss_cls: 0.1662 loss_bbox: 0.2708 2023/06/06 22:11:27 - mmengine - INFO - Epoch(train) [145][150/782] lr: 4.0000e-03 eta: 1 day, 1:50:04 time: 0.7858 data_time: 0.0021 memory: 2282 loss: 0.4547 loss_cls: 0.1686 loss_bbox: 0.2861 2023/06/06 22:12:18 - mmengine - INFO - Epoch(train) [145][200/782] lr: 4.0000e-03 eta: 1 day, 1:50:25 time: 1.0245 data_time: 0.0021 memory: 2282 loss: 0.4534 loss_cls: 0.1731 loss_bbox: 0.2803 2023/06/06 22:13:06 - mmengine - INFO - Epoch(train) [145][250/782] lr: 4.0000e-03 eta: 1 day, 1:50:29 time: 0.9497 data_time: 0.2663 memory: 2282 loss: 0.4422 loss_cls: 0.1684 loss_bbox: 0.2738 2023/06/06 22:13:54 - mmengine - INFO - Epoch(train) [145][300/782] lr: 4.0000e-03 eta: 1 day, 1:50:38 time: 0.9694 data_time: 0.1314 memory: 2282 loss: 0.4532 loss_cls: 0.1733 loss_bbox: 0.2799 2023/06/06 22:14:16 - mmengine - INFO - Epoch(train) [145][350/782] lr: 4.0000e-03 eta: 1 day, 1:48:47 time: 0.4449 data_time: 0.0020 memory: 2282 loss: 0.4637 loss_cls: 0.1814 loss_bbox: 0.2823 2023/06/06 22:14:46 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 22:14:50 - mmengine - INFO - Epoch(train) [145][400/782] lr: 4.0000e-03 eta: 1 day, 1:47:47 time: 0.6646 data_time: 0.0022 memory: 2282 loss: 0.4417 loss_cls: 0.1687 loss_bbox: 0.2730 2023/06/06 22:15:21 - mmengine - INFO - Epoch(train) [145][450/782] lr: 4.0000e-03 eta: 1 day, 1:46:38 time: 0.6289 data_time: 0.0020 memory: 2282 loss: 0.4649 loss_cls: 0.1781 loss_bbox: 0.2868 2023/06/06 22:15:44 - mmengine - INFO - Epoch(train) [145][500/782] lr: 4.0000e-03 eta: 1 day, 1:44:49 time: 0.4484 data_time: 0.0021 memory: 2282 loss: 0.4579 loss_cls: 0.1749 loss_bbox: 0.2831 2023/06/06 22:16:16 - mmengine - INFO - Epoch(train) [145][550/782] lr: 4.0000e-03 eta: 1 day, 1:43:45 time: 0.6470 data_time: 0.0021 memory: 2282 loss: 0.4561 loss_cls: 0.1749 loss_bbox: 0.2813 2023/06/06 22:16:50 - mmengine - INFO - Epoch(train) [145][600/782] lr: 4.0000e-03 eta: 1 day, 1:42:48 time: 0.6759 data_time: 0.0022 memory: 2282 loss: 0.4418 loss_cls: 0.1707 loss_bbox: 0.2712 2023/06/06 22:17:37 - mmengine - INFO - Epoch(train) [145][650/782] lr: 4.0000e-03 eta: 1 day, 1:42:51 time: 0.9479 data_time: 0.0020 memory: 2282 loss: 0.4408 loss_cls: 0.1632 loss_bbox: 0.2777 2023/06/06 22:18:19 - mmengine - INFO - Epoch(train) [145][700/782] lr: 4.0000e-03 eta: 1 day, 1:42:27 time: 0.8283 data_time: 0.0020 memory: 2282 loss: 0.4543 loss_cls: 0.1737 loss_bbox: 0.2806 2023/06/06 22:18:59 - mmengine - INFO - Epoch(train) [145][750/782] lr: 4.0000e-03 eta: 1 day, 1:41:57 time: 0.8011 data_time: 0.2132 memory: 2282 loss: 0.4382 loss_cls: 0.1662 loss_bbox: 0.2720 2023/06/06 22:19:23 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 22:20:42 - mmengine - INFO - Epoch(train) [146][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:43:56 time: 1.5783 data_time: 0.0183 memory: 2282 loss: 0.4661 loss_cls: 0.1852 loss_bbox: 0.2809 2023/06/06 22:21:17 - mmengine - INFO - Epoch(train) [146][100/782] lr: 4.0000e-03 eta: 1 day, 1:43:04 time: 0.7042 data_time: 0.0021 memory: 2282 loss: 0.4558 loss_cls: 0.1758 loss_bbox: 0.2800 2023/06/06 22:21:52 - mmengine - INFO - Epoch(train) [146][150/782] lr: 4.0000e-03 eta: 1 day, 1:42:10 time: 0.6917 data_time: 0.0021 memory: 2282 loss: 0.4490 loss_cls: 0.1666 loss_bbox: 0.2824 2023/06/06 22:22:29 - mmengine - INFO - Epoch(train) [146][200/782] lr: 4.0000e-03 eta: 1 day, 1:41:25 time: 0.7321 data_time: 0.2942 memory: 2282 loss: 0.4530 loss_cls: 0.1736 loss_bbox: 0.2794 2023/06/06 22:22:51 - mmengine - INFO - Epoch(train) [146][250/782] lr: 4.0000e-03 eta: 1 day, 1:39:36 time: 0.4427 data_time: 0.0020 memory: 2282 loss: 0.4560 loss_cls: 0.1792 loss_bbox: 0.2768 2023/06/06 22:23:34 - mmengine - INFO - Epoch(train) [146][300/782] lr: 4.0000e-03 eta: 1 day, 1:39:20 time: 0.8666 data_time: 0.0020 memory: 2282 loss: 0.4612 loss_cls: 0.1766 loss_bbox: 0.2846 2023/06/06 22:24:06 - mmengine - INFO - Epoch(train) [146][350/782] lr: 4.0000e-03 eta: 1 day, 1:38:14 time: 0.6350 data_time: 0.0020 memory: 2282 loss: 0.4513 loss_cls: 0.1722 loss_bbox: 0.2791 2023/06/06 22:24:28 - mmengine - INFO - Epoch(train) [146][400/782] lr: 4.0000e-03 eta: 1 day, 1:36:26 time: 0.4413 data_time: 0.0021 memory: 2282 loss: 0.4715 loss_cls: 0.1838 loss_bbox: 0.2878 2023/06/06 22:25:10 - mmengine - INFO - Epoch(train) [146][450/782] lr: 4.0000e-03 eta: 1 day, 1:36:03 time: 0.8344 data_time: 0.0504 memory: 2282 loss: 0.4465 loss_cls: 0.1708 loss_bbox: 0.2757 2023/06/06 22:25:32 - mmengine - INFO - Epoch(train) [146][500/782] lr: 4.0000e-03 eta: 1 day, 1:34:17 time: 0.4505 data_time: 0.0020 memory: 2282 loss: 0.4485 loss_cls: 0.1692 loss_bbox: 0.2793 2023/06/06 22:26:04 - mmengine - INFO - Epoch(train) [146][550/782] lr: 4.0000e-03 eta: 1 day, 1:33:11 time: 0.6335 data_time: 0.0020 memory: 2282 loss: 0.4531 loss_cls: 0.1745 loss_bbox: 0.2786 2023/06/06 22:26:40 - mmengine - INFO - Epoch(train) [146][600/782] lr: 4.0000e-03 eta: 1 day, 1:32:25 time: 0.7234 data_time: 0.0020 memory: 2282 loss: 0.4490 loss_cls: 0.1714 loss_bbox: 0.2776 2023/06/06 22:26:45 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 22:27:25 - mmengine - INFO - Epoch(train) [146][650/782] lr: 4.0000e-03 eta: 1 day, 1:32:14 time: 0.8892 data_time: 0.0022 memory: 2282 loss: 0.4795 loss_cls: 0.1824 loss_bbox: 0.2972 2023/06/06 22:28:12 - mmengine - INFO - Epoch(train) [146][700/782] lr: 4.0000e-03 eta: 1 day, 1:32:16 time: 0.9497 data_time: 0.0021 memory: 2282 loss: 0.4507 loss_cls: 0.1756 loss_bbox: 0.2751 2023/06/06 22:29:09 - mmengine - INFO - Epoch(train) [146][750/782] lr: 4.0000e-03 eta: 1 day, 1:32:59 time: 1.1439 data_time: 0.0027 memory: 2282 loss: 0.4534 loss_cls: 0.1777 loss_bbox: 0.2757 2023/06/06 22:29:38 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 22:30:14 - mmengine - INFO - Epoch(train) [147][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:32:06 time: 0.7248 data_time: 0.0175 memory: 2282 loss: 0.4734 loss_cls: 0.1839 loss_bbox: 0.2895 2023/06/06 22:30:50 - mmengine - INFO - Epoch(train) [147][100/782] lr: 4.0000e-03 eta: 1 day, 1:31:20 time: 0.7281 data_time: 0.0019 memory: 2282 loss: 0.4546 loss_cls: 0.1737 loss_bbox: 0.2808 2023/06/06 22:31:46 - mmengine - INFO - Epoch(train) [147][150/782] lr: 4.0000e-03 eta: 1 day, 1:31:56 time: 1.1116 data_time: 0.0020 memory: 2282 loss: 0.4570 loss_cls: 0.1754 loss_bbox: 0.2816 2023/06/06 22:32:22 - mmengine - INFO - Epoch(train) [147][200/782] lr: 4.0000e-03 eta: 1 day, 1:31:08 time: 0.7182 data_time: 0.0019 memory: 2282 loss: 0.4595 loss_cls: 0.1775 loss_bbox: 0.2820 2023/06/06 22:33:10 - mmengine - INFO - Epoch(train) [147][250/782] lr: 4.0000e-03 eta: 1 day, 1:31:09 time: 0.9502 data_time: 0.0019 memory: 2282 loss: 0.4560 loss_cls: 0.1711 loss_bbox: 0.2849 2023/06/06 22:33:32 - mmengine - INFO - Epoch(train) [147][300/782] lr: 4.0000e-03 eta: 1 day, 1:29:26 time: 0.4566 data_time: 0.0019 memory: 2282 loss: 0.4472 loss_cls: 0.1669 loss_bbox: 0.2803 2023/06/06 22:34:27 - mmengine - INFO - Epoch(train) [147][350/782] lr: 4.0000e-03 eta: 1 day, 1:29:55 time: 1.0837 data_time: 0.0020 memory: 2282 loss: 0.4502 loss_cls: 0.1757 loss_bbox: 0.2745 2023/06/06 22:34:49 - mmengine - INFO - Epoch(train) [147][400/782] lr: 4.0000e-03 eta: 1 day, 1:28:10 time: 0.4453 data_time: 0.0019 memory: 2282 loss: 0.4402 loss_cls: 0.1636 loss_bbox: 0.2766 2023/06/06 22:35:31 - mmengine - INFO - Epoch(train) [147][450/782] lr: 4.0000e-03 eta: 1 day, 1:27:48 time: 0.8453 data_time: 0.0036 memory: 2282 loss: 0.4580 loss_cls: 0.1787 loss_bbox: 0.2793 2023/06/06 22:36:09 - mmengine - INFO - Epoch(train) [147][500/782] lr: 4.0000e-03 eta: 1 day, 1:27:09 time: 0.7598 data_time: 0.0021 memory: 2282 loss: 0.4753 loss_cls: 0.1840 loss_bbox: 0.2913 2023/06/06 22:37:32 - mmengine - INFO - Epoch(train) [147][550/782] lr: 4.0000e-03 eta: 1 day, 1:29:39 time: 1.6646 data_time: 0.0022 memory: 2282 loss: 0.4726 loss_cls: 0.1835 loss_bbox: 0.2892 2023/06/06 22:38:06 - mmengine - INFO - Epoch(train) [147][600/782] lr: 4.0000e-03 eta: 1 day, 1:28:41 time: 0.6686 data_time: 0.0022 memory: 2282 loss: 0.4477 loss_cls: 0.1712 loss_bbox: 0.2764 2023/06/06 22:38:45 - mmengine - INFO - Epoch(train) [147][650/782] lr: 4.0000e-03 eta: 1 day, 1:28:06 time: 0.7838 data_time: 0.0022 memory: 2282 loss: 0.4653 loss_cls: 0.1842 loss_bbox: 0.2812 2023/06/06 22:39:22 - mmengine - INFO - Epoch(train) [147][700/782] lr: 4.0000e-03 eta: 1 day, 1:27:21 time: 0.7304 data_time: 0.2928 memory: 2282 loss: 0.4467 loss_cls: 0.1702 loss_bbox: 0.2765 2023/06/06 22:40:34 - mmengine - INFO - Epoch(train) [147][750/782] lr: 4.0000e-03 eta: 1 day, 1:29:06 time: 1.4581 data_time: 0.5762 memory: 2282 loss: 0.4599 loss_cls: 0.1751 loss_bbox: 0.2848 2023/06/06 22:41:07 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 22:42:08 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 22:42:10 - mmengine - INFO - Epoch(train) [148][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:30:18 time: 1.2598 data_time: 0.0198 memory: 2282 loss: 0.4472 loss_cls: 0.1727 loss_bbox: 0.2745 2023/06/06 22:43:04 - mmengine - INFO - Epoch(train) [148][100/782] lr: 4.0000e-03 eta: 1 day, 1:30:44 time: 1.0806 data_time: 0.0020 memory: 2282 loss: 0.4320 loss_cls: 0.1631 loss_bbox: 0.2690 2023/06/06 22:43:31 - mmengine - INFO - Epoch(train) [148][150/782] lr: 4.0000e-03 eta: 1 day, 1:29:20 time: 0.5474 data_time: 0.0020 memory: 2282 loss: 0.4459 loss_cls: 0.1700 loss_bbox: 0.2759 2023/06/06 22:43:53 - mmengine - INFO - Epoch(train) [148][200/782] lr: 4.0000e-03 eta: 1 day, 1:27:34 time: 0.4400 data_time: 0.0020 memory: 2282 loss: 0.4573 loss_cls: 0.1706 loss_bbox: 0.2867 2023/06/06 22:44:53 - mmengine - INFO - Epoch(train) [148][250/782] lr: 4.0000e-03 eta: 1 day, 1:28:23 time: 1.1938 data_time: 0.3822 memory: 2282 loss: 0.4449 loss_cls: 0.1691 loss_bbox: 0.2758 2023/06/06 22:45:36 - mmengine - INFO - Epoch(train) [148][300/782] lr: 4.0000e-03 eta: 1 day, 1:28:04 time: 0.8649 data_time: 0.0020 memory: 2282 loss: 0.4593 loss_cls: 0.1747 loss_bbox: 0.2846 2023/06/06 22:46:17 - mmengine - INFO - Epoch(train) [148][350/782] lr: 4.0000e-03 eta: 1 day, 1:27:36 time: 0.8174 data_time: 0.0021 memory: 2282 loss: 0.4508 loss_cls: 0.1702 loss_bbox: 0.2806 2023/06/06 22:46:51 - mmengine - INFO - Epoch(train) [148][400/782] lr: 4.0000e-03 eta: 1 day, 1:26:40 time: 0.6809 data_time: 0.0020 memory: 2282 loss: 0.4656 loss_cls: 0.1779 loss_bbox: 0.2876 2023/06/06 22:47:14 - mmengine - INFO - Epoch(train) [148][450/782] lr: 4.0000e-03 eta: 1 day, 1:24:56 time: 0.4445 data_time: 0.0020 memory: 2282 loss: 0.4373 loss_cls: 0.1679 loss_bbox: 0.2693 2023/06/06 22:47:54 - mmengine - INFO - Epoch(train) [148][500/782] lr: 4.0000e-03 eta: 1 day, 1:24:26 time: 0.8099 data_time: 0.1423 memory: 2282 loss: 0.4539 loss_cls: 0.1754 loss_bbox: 0.2785 2023/06/06 22:48:17 - mmengine - INFO - Epoch(train) [148][550/782] lr: 4.0000e-03 eta: 1 day, 1:22:44 time: 0.4534 data_time: 0.0020 memory: 2282 loss: 0.4533 loss_cls: 0.1754 loss_bbox: 0.2779 2023/06/06 22:48:59 - mmengine - INFO - Epoch(train) [148][600/782] lr: 4.0000e-03 eta: 1 day, 1:22:23 time: 0.8518 data_time: 0.0020 memory: 2282 loss: 0.4681 loss_cls: 0.1787 loss_bbox: 0.2894 2023/06/06 22:49:35 - mmengine - INFO - Epoch(train) [148][650/782] lr: 4.0000e-03 eta: 1 day, 1:21:33 time: 0.7098 data_time: 0.0020 memory: 2282 loss: 0.4573 loss_cls: 0.1747 loss_bbox: 0.2826 2023/06/06 22:50:23 - mmengine - INFO - Epoch(train) [148][700/782] lr: 4.0000e-03 eta: 1 day, 1:21:34 time: 0.9647 data_time: 0.0020 memory: 2282 loss: 0.4571 loss_cls: 0.1764 loss_bbox: 0.2807 2023/06/06 22:50:55 - mmengine - INFO - Epoch(train) [148][750/782] lr: 4.0000e-03 eta: 1 day, 1:20:31 time: 0.6454 data_time: 0.0020 memory: 2282 loss: 0.4393 loss_cls: 0.1680 loss_bbox: 0.2713 2023/06/06 22:51:23 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 22:51:47 - mmengine - INFO - Epoch(train) [149][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:18:43 time: 0.4775 data_time: 0.0159 memory: 2282 loss: 0.4714 loss_cls: 0.1839 loss_bbox: 0.2875 2023/06/06 22:52:45 - mmengine - INFO - Epoch(train) [149][100/782] lr: 4.0000e-03 eta: 1 day, 1:19:22 time: 1.1553 data_time: 0.4730 memory: 2282 loss: 0.4442 loss_cls: 0.1682 loss_bbox: 0.2760 2023/06/06 22:53:21 - mmengine - INFO - Epoch(train) [149][150/782] lr: 4.0000e-03 eta: 1 day, 1:18:34 time: 0.7181 data_time: 0.0021 memory: 2282 loss: 0.4388 loss_cls: 0.1639 loss_bbox: 0.2749 2023/06/06 22:54:07 - mmengine - INFO - Epoch(train) [149][200/782] lr: 4.0000e-03 eta: 1 day, 1:18:25 time: 0.9164 data_time: 0.0021 memory: 2282 loss: 0.4473 loss_cls: 0.1698 loss_bbox: 0.2775 2023/06/06 22:54:44 - mmengine - INFO - Epoch(train) [149][250/782] lr: 4.0000e-03 eta: 1 day, 1:17:43 time: 0.7470 data_time: 0.0021 memory: 2282 loss: 0.4533 loss_cls: 0.1733 loss_bbox: 0.2800 2023/06/06 22:55:27 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 22:55:43 - mmengine - INFO - Epoch(train) [149][300/782] lr: 4.0000e-03 eta: 1 day, 1:18:26 time: 1.1802 data_time: 0.0020 memory: 2282 loss: 0.4433 loss_cls: 0.1680 loss_bbox: 0.2753 2023/06/06 22:56:21 - mmengine - INFO - Epoch(train) [149][350/782] lr: 4.0000e-03 eta: 1 day, 1:17:44 time: 0.7506 data_time: 0.0020 memory: 2282 loss: 0.4753 loss_cls: 0.1822 loss_bbox: 0.2931 2023/06/06 22:57:22 - mmengine - INFO - Epoch(train) [149][400/782] lr: 4.0000e-03 eta: 1 day, 1:18:38 time: 1.2385 data_time: 0.0020 memory: 2282 loss: 0.4292 loss_cls: 0.1613 loss_bbox: 0.2678 2023/06/06 22:57:55 - mmengine - INFO - Epoch(train) [149][450/782] lr: 4.0000e-03 eta: 1 day, 1:17:35 time: 0.6423 data_time: 0.0020 memory: 2282 loss: 0.4702 loss_cls: 0.1828 loss_bbox: 0.2874 2023/06/06 22:58:41 - mmengine - INFO - Epoch(train) [149][500/782] lr: 4.0000e-03 eta: 1 day, 1:17:25 time: 0.9175 data_time: 0.0020 memory: 2282 loss: 0.4616 loss_cls: 0.1767 loss_bbox: 0.2849 2023/06/06 22:59:21 - mmengine - INFO - Epoch(train) [149][550/782] lr: 4.0000e-03 eta: 1 day, 1:16:55 time: 0.8102 data_time: 0.0021 memory: 2282 loss: 0.4438 loss_cls: 0.1697 loss_bbox: 0.2742 2023/06/06 22:59:43 - mmengine - INFO - Epoch(train) [149][600/782] lr: 4.0000e-03 eta: 1 day, 1:15:12 time: 0.4378 data_time: 0.0020 memory: 2282 loss: 0.4542 loss_cls: 0.1741 loss_bbox: 0.2801 2023/06/06 23:00:24 - mmengine - INFO - Epoch(train) [149][650/782] lr: 4.0000e-03 eta: 1 day, 1:14:41 time: 0.8110 data_time: 0.0020 memory: 2282 loss: 0.4522 loss_cls: 0.1725 loss_bbox: 0.2797 2023/06/06 23:00:46 - mmengine - INFO - Epoch(train) [149][700/782] lr: 4.0000e-03 eta: 1 day, 1:12:59 time: 0.4406 data_time: 0.0020 memory: 2282 loss: 0.4423 loss_cls: 0.1694 loss_bbox: 0.2729 2023/06/06 23:01:34 - mmengine - INFO - Epoch(train) [149][750/782] lr: 4.0000e-03 eta: 1 day, 1:13:01 time: 0.9760 data_time: 0.0020 memory: 2282 loss: 0.4422 loss_cls: 0.1703 loss_bbox: 0.2719 2023/06/06 23:01:47 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 23:02:51 - mmengine - INFO - Epoch(train) [150][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:12:49 time: 1.2832 data_time: 0.0175 memory: 2282 loss: 0.4663 loss_cls: 0.1814 loss_bbox: 0.2849 2023/06/06 23:03:33 - mmengine - INFO - Epoch(train) [150][100/782] lr: 4.0000e-03 eta: 1 day, 1:12:25 time: 0.8427 data_time: 0.4056 memory: 2282 loss: 0.4586 loss_cls: 0.1738 loss_bbox: 0.2848 2023/06/06 23:03:55 - mmengine - INFO - Epoch(train) [150][150/782] lr: 4.0000e-03 eta: 1 day, 1:10:45 time: 0.4460 data_time: 0.0020 memory: 2282 loss: 0.4602 loss_cls: 0.1749 loss_bbox: 0.2853 2023/06/06 23:04:27 - mmengine - INFO - Epoch(train) [150][200/782] lr: 4.0000e-03 eta: 1 day, 1:09:42 time: 0.6403 data_time: 0.0019 memory: 2282 loss: 0.4573 loss_cls: 0.1766 loss_bbox: 0.2807 2023/06/06 23:05:21 - mmengine - INFO - Epoch(train) [150][250/782] lr: 4.0000e-03 eta: 1 day, 1:10:03 time: 1.0799 data_time: 0.0022 memory: 2282 loss: 0.4533 loss_cls: 0.1731 loss_bbox: 0.2802 2023/06/06 23:05:55 - mmengine - INFO - Epoch(train) [150][300/782] lr: 4.0000e-03 eta: 1 day, 1:09:06 time: 0.6715 data_time: 0.0023 memory: 2282 loss: 0.4515 loss_cls: 0.1693 loss_bbox: 0.2822 2023/06/06 23:06:22 - mmengine - INFO - Epoch(train) [150][350/782] lr: 4.0000e-03 eta: 1 day, 1:07:43 time: 0.5390 data_time: 0.0021 memory: 2282 loss: 0.4495 loss_cls: 0.1721 loss_bbox: 0.2774 2023/06/06 23:07:07 - mmengine - INFO - Epoch(train) [150][400/782] lr: 4.0000e-03 eta: 1 day, 1:07:32 time: 0.9111 data_time: 0.0021 memory: 2282 loss: 0.4583 loss_cls: 0.1745 loss_bbox: 0.2838 2023/06/06 23:07:44 - mmengine - INFO - Epoch(train) [150][450/782] lr: 4.0000e-03 eta: 1 day, 1:06:48 time: 0.7384 data_time: 0.0021 memory: 2282 loss: 0.4642 loss_cls: 0.1812 loss_bbox: 0.2830 2023/06/06 23:08:19 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 23:08:27 - mmengine - INFO - Epoch(train) [150][500/782] lr: 4.0000e-03 eta: 1 day, 1:06:24 time: 0.8450 data_time: 0.0021 memory: 2282 loss: 0.4389 loss_cls: 0.1664 loss_bbox: 0.2726 2023/06/06 23:08:49 - mmengine - INFO - Epoch(train) [150][550/782] lr: 4.0000e-03 eta: 1 day, 1:04:45 time: 0.4460 data_time: 0.0022 memory: 2282 loss: 0.4450 loss_cls: 0.1684 loss_bbox: 0.2766 2023/06/06 23:09:30 - mmengine - INFO - Epoch(train) [150][600/782] lr: 4.0000e-03 eta: 1 day, 1:04:16 time: 0.8208 data_time: 0.0022 memory: 2282 loss: 0.4662 loss_cls: 0.1778 loss_bbox: 0.2884 2023/06/06 23:10:02 - mmengine - INFO - Epoch(train) [150][650/782] lr: 4.0000e-03 eta: 1 day, 1:03:13 time: 0.6367 data_time: 0.0030 memory: 2282 loss: 0.4509 loss_cls: 0.1761 loss_bbox: 0.2749 2023/06/06 23:10:58 - mmengine - INFO - Epoch(train) [150][700/782] lr: 4.0000e-03 eta: 1 day, 1:03:41 time: 1.1216 data_time: 0.0023 memory: 2282 loss: 0.4492 loss_cls: 0.1704 loss_bbox: 0.2788 2023/06/06 23:11:45 - mmengine - INFO - Epoch(train) [150][750/782] lr: 4.0000e-03 eta: 1 day, 1:03:36 time: 0.9471 data_time: 0.0022 memory: 2282 loss: 0.4395 loss_cls: 0.1644 loss_bbox: 0.2751 2023/06/06 23:11:58 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 23:11:58 - mmengine - INFO - Saving checkpoint at 150 epochs 2023/06/06 23:12:23 - mmengine - INFO - Evaluating bbox... 2023/06/06 23:12:24 - mmengine - INFO - bbox_mAP_copypaste: 0.746 0.979 0.847 0.394 0.593 0.770 2023/06/06 23:12:24 - mmengine - INFO - Epoch(val) [150][43/43] coco/bbox_mAP: 0.7460 coco/bbox_mAP_50: 0.9790 coco/bbox_mAP_75: 0.8470 coco/bbox_mAP_s: 0.3940 coco/bbox_mAP_m: 0.5930 coco/bbox_mAP_l: 0.7700 data_time: 0.0238 time: 0.0493 2023/06/06 23:13:14 - mmengine - INFO - Epoch(train) [151][ 50/782] lr: 4.0000e-03 eta: 1 day, 1:02:31 time: 0.9998 data_time: 0.0369 memory: 2282 loss: 0.4643 loss_cls: 0.1772 loss_bbox: 0.2872 2023/06/06 23:14:09 - mmengine - INFO - Epoch(train) [151][100/782] lr: 4.0000e-03 eta: 1 day, 1:02:56 time: 1.1088 data_time: 0.0026 memory: 2282 loss: 0.4557 loss_cls: 0.1757 loss_bbox: 0.2800 2023/06/06 23:14:47 - mmengine - INFO - Epoch(train) [151][150/782] lr: 4.0000e-03 eta: 1 day, 1:02:15 time: 0.7530 data_time: 0.0026 memory: 2282 loss: 0.4393 loss_cls: 0.1641 loss_bbox: 0.2752 2023/06/06 23:15:09 - mmengine - INFO - Epoch(train) [151][200/782] lr: 4.0000e-03 eta: 1 day, 1:00:36 time: 0.4433 data_time: 0.0027 memory: 2282 loss: 0.4482 loss_cls: 0.1687 loss_bbox: 0.2795 2023/06/06 23:15:31 - mmengine - INFO - Epoch(train) [151][250/782] lr: 4.0000e-03 eta: 1 day, 0:58:56 time: 0.4404 data_time: 0.0025 memory: 2282 loss: 0.4535 loss_cls: 0.1726 loss_bbox: 0.2809 2023/06/06 23:16:28 - mmengine - INFO - Epoch(train) [151][300/782] lr: 3.9999e-03 eta: 1 day, 0:59:25 time: 1.1297 data_time: 0.0026 memory: 2282 loss: 0.4495 loss_cls: 0.1751 loss_bbox: 0.2744 2023/06/06 23:17:18 - mmengine - INFO - Epoch(train) [151][350/782] lr: 3.9999e-03 eta: 1 day, 0:59:29 time: 1.0020 data_time: 0.0028 memory: 2282 loss: 0.4474 loss_cls: 0.1694 loss_bbox: 0.2780 2023/06/06 23:18:05 - mmengine - INFO - Epoch(train) [151][400/782] lr: 3.9999e-03 eta: 1 day, 0:59:23 time: 0.9447 data_time: 0.0026 memory: 2282 loss: 0.4672 loss_cls: 0.1799 loss_bbox: 0.2873 2023/06/06 23:18:27 - mmengine - INFO - Epoch(train) [151][450/782] lr: 3.9999e-03 eta: 1 day, 0:57:45 time: 0.4428 data_time: 0.0026 memory: 2282 loss: 0.4452 loss_cls: 0.1680 loss_bbox: 0.2772 2023/06/06 23:19:18 - mmengine - INFO - Epoch(train) [151][500/782] lr: 3.9998e-03 eta: 1 day, 0:57:52 time: 1.0197 data_time: 0.0026 memory: 2282 loss: 0.4529 loss_cls: 0.1706 loss_bbox: 0.2823 2023/06/06 23:19:41 - mmengine - INFO - Epoch(train) [151][550/782] lr: 3.9998e-03 eta: 1 day, 0:56:15 time: 0.4489 data_time: 0.0025 memory: 2282 loss: 0.4483 loss_cls: 0.1687 loss_bbox: 0.2796 2023/06/06 23:20:40 - mmengine - INFO - Epoch(train) [151][600/782] lr: 3.9998e-03 eta: 1 day, 0:56:52 time: 1.1813 data_time: 0.3378 memory: 2282 loss: 0.4617 loss_cls: 0.1758 loss_bbox: 0.2859 2023/06/06 23:21:13 - mmengine - INFO - Epoch(train) [151][650/782] lr: 3.9997e-03 eta: 1 day, 0:55:53 time: 0.6596 data_time: 0.0026 memory: 2282 loss: 0.4588 loss_cls: 0.1763 loss_bbox: 0.2825 2023/06/06 23:21:56 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 23:21:56 - mmengine - INFO - Epoch(train) [151][700/782] lr: 3.9997e-03 eta: 1 day, 0:55:32 time: 0.8650 data_time: 0.2037 memory: 2282 loss: 0.4422 loss_cls: 0.1679 loss_bbox: 0.2743 2023/06/06 23:22:53 - mmengine - INFO - Epoch(train) [151][750/782] lr: 3.9996e-03 eta: 1 day, 0:56:02 time: 1.1411 data_time: 0.0026 memory: 2282 loss: 0.4560 loss_cls: 0.1747 loss_bbox: 0.2814 2023/06/06 23:23:31 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 23:24:06 - mmengine - INFO - Epoch(train) [152][ 50/782] lr: 3.9995e-03 eta: 1 day, 0:55:34 time: 0.6950 data_time: 0.0166 memory: 2282 loss: 0.4553 loss_cls: 0.1739 loss_bbox: 0.2814 2023/06/06 23:24:28 - mmengine - INFO - Epoch(train) [152][100/782] lr: 3.9995e-03 eta: 1 day, 0:53:56 time: 0.4444 data_time: 0.0026 memory: 2282 loss: 0.4443 loss_cls: 0.1682 loss_bbox: 0.2761 2023/06/06 23:25:47 - mmengine - INFO - Epoch(train) [152][150/782] lr: 3.9994e-03 eta: 1 day, 0:55:42 time: 1.5713 data_time: 0.0026 memory: 2282 loss: 0.4693 loss_cls: 0.1813 loss_bbox: 0.2880 2023/06/06 23:26:17 - mmengine - INFO - Epoch(train) [152][200/782] lr: 3.9993e-03 eta: 1 day, 0:54:35 time: 0.6104 data_time: 0.0026 memory: 2282 loss: 0.4663 loss_cls: 0.1812 loss_bbox: 0.2850 2023/06/06 23:26:48 - mmengine - INFO - Epoch(train) [152][250/782] lr: 3.9993e-03 eta: 1 day, 0:53:28 time: 0.6141 data_time: 0.1686 memory: 2282 loss: 0.4700 loss_cls: 0.1805 loss_bbox: 0.2895 2023/06/06 23:27:34 - mmengine - INFO - Epoch(train) [152][300/782] lr: 3.9992e-03 eta: 1 day, 0:53:16 time: 0.9211 data_time: 0.0027 memory: 2282 loss: 0.4393 loss_cls: 0.1684 loss_bbox: 0.2709 2023/06/06 23:28:42 - mmengine - INFO - Epoch(train) [152][350/782] lr: 3.9991e-03 eta: 1 day, 0:54:23 time: 1.3567 data_time: 0.0027 memory: 2282 loss: 0.4421 loss_cls: 0.1659 loss_bbox: 0.2762 2023/06/06 23:29:20 - mmengine - INFO - Epoch(train) [152][400/782] lr: 3.9990e-03 eta: 1 day, 0:53:43 time: 0.7640 data_time: 0.0026 memory: 2282 loss: 0.4561 loss_cls: 0.1787 loss_bbox: 0.2774 2023/06/06 23:29:43 - mmengine - INFO - Epoch(train) [152][450/782] lr: 3.9990e-03 eta: 1 day, 0:52:07 time: 0.4511 data_time: 0.0025 memory: 2282 loss: 0.4596 loss_cls: 0.1769 loss_bbox: 0.2827 2023/06/06 23:30:23 - mmengine - INFO - Epoch(train) [152][500/782] lr: 3.9989e-03 eta: 1 day, 0:51:34 time: 0.8017 data_time: 0.0025 memory: 2282 loss: 0.4492 loss_cls: 0.1711 loss_bbox: 0.2780 2023/06/06 23:30:45 - mmengine - INFO - Epoch(train) [152][550/782] lr: 3.9988e-03 eta: 1 day, 0:49:58 time: 0.4475 data_time: 0.0026 memory: 2282 loss: 0.4442 loss_cls: 0.1712 loss_bbox: 0.2730 2023/06/06 23:31:39 - mmengine - INFO - Epoch(train) [152][600/782] lr: 3.9987e-03 eta: 1 day, 0:50:15 time: 1.0849 data_time: 0.3377 memory: 2282 loss: 0.4591 loss_cls: 0.1736 loss_bbox: 0.2855 2023/06/06 23:32:04 - mmengine - INFO - Epoch(train) [152][650/782] lr: 3.9986e-03 eta: 1 day, 0:48:47 time: 0.4935 data_time: 0.0026 memory: 2282 loss: 0.4502 loss_cls: 0.1700 loss_bbox: 0.2802 2023/06/06 23:32:57 - mmengine - INFO - Epoch(train) [152][700/782] lr: 3.9985e-03 eta: 1 day, 0:48:58 time: 1.0532 data_time: 0.0025 memory: 2282 loss: 0.4504 loss_cls: 0.1726 loss_bbox: 0.2778 2023/06/06 23:33:20 - mmengine - INFO - Epoch(train) [152][750/782] lr: 3.9984e-03 eta: 1 day, 0:47:24 time: 0.4549 data_time: 0.0027 memory: 2282 loss: 0.4398 loss_cls: 0.1676 loss_bbox: 0.2723 2023/06/06 23:33:32 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 23:34:25 - mmengine - INFO - Epoch(train) [153][ 50/782] lr: 3.9982e-03 eta: 1 day, 0:46:27 time: 1.0515 data_time: 0.0156 memory: 2282 loss: 0.4818 loss_cls: 0.1894 loss_bbox: 0.2925 2023/06/06 23:35:22 - mmengine - INFO - Epoch(train) [153][100/782] lr: 3.9981e-03 eta: 1 day, 0:46:55 time: 1.1496 data_time: 0.0025 memory: 2282 loss: 0.4323 loss_cls: 0.1655 loss_bbox: 0.2668 2023/06/06 23:35:38 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 23:35:45 - mmengine - INFO - Epoch(train) [153][150/782] lr: 3.9980e-03 eta: 1 day, 0:45:20 time: 0.4471 data_time: 0.0025 memory: 2282 loss: 0.4532 loss_cls: 0.1738 loss_bbox: 0.2794 2023/06/06 23:36:26 - mmengine - INFO - Epoch(train) [153][200/782] lr: 3.9979e-03 eta: 1 day, 0:44:52 time: 0.8324 data_time: 0.0024 memory: 2282 loss: 0.4512 loss_cls: 0.1709 loss_bbox: 0.2804 2023/06/06 23:37:22 - mmengine - INFO - Epoch(train) [153][250/782] lr: 3.9978e-03 eta: 1 day, 0:45:14 time: 1.1185 data_time: 0.0025 memory: 2282 loss: 0.4638 loss_cls: 0.1761 loss_bbox: 0.2878 2023/06/06 23:37:45 - mmengine - INFO - Epoch(train) [153][300/782] lr: 3.9976e-03 eta: 1 day, 0:43:39 time: 0.4488 data_time: 0.0025 memory: 2282 loss: 0.4497 loss_cls: 0.1702 loss_bbox: 0.2794 2023/06/06 23:38:34 - mmengine - INFO - Epoch(train) [153][350/782] lr: 3.9975e-03 eta: 1 day, 0:43:38 time: 0.9876 data_time: 0.0025 memory: 2282 loss: 0.4382 loss_cls: 0.1700 loss_bbox: 0.2681 2023/06/06 23:39:06 - mmengine - INFO - Epoch(train) [153][400/782] lr: 3.9974e-03 eta: 1 day, 0:42:35 time: 0.6303 data_time: 0.0024 memory: 2282 loss: 0.4527 loss_cls: 0.1716 loss_bbox: 0.2810 2023/06/06 23:39:43 - mmengine - INFO - Epoch(train) [153][450/782] lr: 3.9972e-03 eta: 1 day, 0:41:52 time: 0.7452 data_time: 0.0024 memory: 2282 loss: 0.4582 loss_cls: 0.1733 loss_bbox: 0.2848 2023/06/06 23:40:39 - mmengine - INFO - Epoch(train) [153][500/782] lr: 3.9971e-03 eta: 1 day, 0:42:13 time: 1.1173 data_time: 0.0025 memory: 2282 loss: 0.4511 loss_cls: 0.1726 loss_bbox: 0.2785 2023/06/06 23:41:01 - mmengine - INFO - Epoch(train) [153][550/782] lr: 3.9970e-03 eta: 1 day, 0:40:38 time: 0.4412 data_time: 0.0026 memory: 2282 loss: 0.4401 loss_cls: 0.1642 loss_bbox: 0.2760 2023/06/06 23:41:58 - mmengine - INFO - Epoch(train) [153][600/782] lr: 3.9968e-03 eta: 1 day, 0:41:04 time: 1.1477 data_time: 0.0026 memory: 2282 loss: 0.4543 loss_cls: 0.1726 loss_bbox: 0.2817 2023/06/06 23:42:20 - mmengine - INFO - Epoch(train) [153][650/782] lr: 3.9967e-03 eta: 1 day, 0:39:29 time: 0.4402 data_time: 0.0025 memory: 2282 loss: 0.4539 loss_cls: 0.1735 loss_bbox: 0.2804 2023/06/06 23:43:11 - mmengine - INFO - Epoch(train) [153][700/782] lr: 3.9965e-03 eta: 1 day, 0:39:32 time: 1.0168 data_time: 0.0024 memory: 2282 loss: 0.4370 loss_cls: 0.1677 loss_bbox: 0.2692 2023/06/06 23:44:03 - mmengine - INFO - Epoch(train) [153][750/782] lr: 3.9964e-03 eta: 1 day, 0:39:38 time: 1.0343 data_time: 0.5902 memory: 2282 loss: 0.4643 loss_cls: 0.1797 loss_bbox: 0.2846 2023/06/06 23:44:26 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 23:45:02 - mmengine - INFO - Epoch(train) [154][ 50/782] lr: 3.9961e-03 eta: 1 day, 0:38:21 time: 0.7176 data_time: 0.0184 memory: 2282 loss: 0.4659 loss_cls: 0.1814 loss_bbox: 0.2845 2023/06/06 23:45:24 - mmengine - INFO - Epoch(train) [154][100/782] lr: 3.9959e-03 eta: 1 day, 0:36:47 time: 0.4465 data_time: 0.0024 memory: 2282 loss: 0.4512 loss_cls: 0.1734 loss_bbox: 0.2778 2023/06/06 23:46:14 - mmengine - INFO - Epoch(train) [154][150/782] lr: 3.9958e-03 eta: 1 day, 0:36:47 time: 0.9979 data_time: 0.0025 memory: 2282 loss: 0.4615 loss_cls: 0.1767 loss_bbox: 0.2848 2023/06/06 23:46:36 - mmengine - INFO - Epoch(train) [154][200/782] lr: 3.9956e-03 eta: 1 day, 0:35:12 time: 0.4392 data_time: 0.0025 memory: 2282 loss: 0.4553 loss_cls: 0.1732 loss_bbox: 0.2821 2023/06/06 23:46:58 - mmengine - INFO - Epoch(train) [154][250/782] lr: 3.9954e-03 eta: 1 day, 0:33:38 time: 0.4425 data_time: 0.0024 memory: 2282 loss: 0.4486 loss_cls: 0.1729 loss_bbox: 0.2758 2023/06/06 23:47:41 - mmengine - INFO - Epoch(train) [154][300/782] lr: 3.9952e-03 eta: 1 day, 0:33:12 time: 0.8472 data_time: 0.0025 memory: 2282 loss: 0.4554 loss_cls: 0.1765 loss_bbox: 0.2789 2023/06/06 23:48:46 - mmengine - INFO - Epoch(train) [154][350/782] lr: 3.9951e-03 eta: 1 day, 0:34:02 time: 1.2955 data_time: 0.0027 memory: 2282 loss: 0.4626 loss_cls: 0.1787 loss_bbox: 0.2839 2023/06/06 23:48:47 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 23:49:19 - mmengine - INFO - Epoch(train) [154][400/782] lr: 3.9949e-03 eta: 1 day, 0:33:05 time: 0.6655 data_time: 0.0028 memory: 2282 loss: 0.4541 loss_cls: 0.1730 loss_bbox: 0.2811 2023/06/06 23:49:41 - mmengine - INFO - Epoch(train) [154][450/782] lr: 3.9947e-03 eta: 1 day, 0:31:32 time: 0.4458 data_time: 0.0025 memory: 2282 loss: 0.4604 loss_cls: 0.1774 loss_bbox: 0.2830 2023/06/06 23:50:15 - mmengine - INFO - Epoch(train) [154][500/782] lr: 3.9945e-03 eta: 1 day, 0:30:38 time: 0.6805 data_time: 0.0025 memory: 2282 loss: 0.4494 loss_cls: 0.1704 loss_bbox: 0.2790 2023/06/06 23:50:56 - mmengine - INFO - Epoch(train) [154][550/782] lr: 3.9943e-03 eta: 1 day, 0:30:06 time: 0.8105 data_time: 0.0026 memory: 2282 loss: 0.4436 loss_cls: 0.1700 loss_bbox: 0.2737 2023/06/06 23:51:51 - mmengine - INFO - Epoch(train) [154][600/782] lr: 3.9941e-03 eta: 1 day, 0:30:24 time: 1.1060 data_time: 0.1054 memory: 2282 loss: 0.4581 loss_cls: 0.1772 loss_bbox: 0.2809 2023/06/06 23:52:26 - mmengine - INFO - Epoch(train) [154][650/782] lr: 3.9939e-03 eta: 1 day, 0:29:34 time: 0.7046 data_time: 0.0024 memory: 2282 loss: 0.4585 loss_cls: 0.1765 loss_bbox: 0.2820 2023/06/06 23:53:02 - mmengine - INFO - Epoch(train) [154][700/782] lr: 3.9937e-03 eta: 1 day, 0:28:47 time: 0.7226 data_time: 0.0025 memory: 2282 loss: 0.4453 loss_cls: 0.1727 loss_bbox: 0.2726 2023/06/06 23:54:00 - mmengine - INFO - Epoch(train) [154][750/782] lr: 3.9935e-03 eta: 1 day, 0:29:11 time: 1.1475 data_time: 0.2645 memory: 2282 loss: 0.4535 loss_cls: 0.1743 loss_bbox: 0.2792 2023/06/06 23:54:33 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/06 23:55:37 - mmengine - INFO - Epoch(train) [155][ 50/782] lr: 3.9931e-03 eta: 1 day, 0:30:00 time: 1.2799 data_time: 0.0387 memory: 2282 loss: 0.4589 loss_cls: 0.1724 loss_bbox: 0.2865 2023/06/06 23:56:25 - mmengine - INFO - Epoch(train) [155][100/782] lr: 3.9929e-03 eta: 1 day, 0:29:53 time: 0.9628 data_time: 0.0025 memory: 2282 loss: 0.4381 loss_cls: 0.1688 loss_bbox: 0.2693 2023/06/06 23:56:48 - mmengine - INFO - Epoch(train) [155][150/782] lr: 3.9927e-03 eta: 1 day, 0:28:21 time: 0.4547 data_time: 0.0025 memory: 2282 loss: 0.4428 loss_cls: 0.1667 loss_bbox: 0.2762 2023/06/06 23:57:27 - mmengine - INFO - Epoch(train) [155][200/782] lr: 3.9925e-03 eta: 1 day, 0:27:43 time: 0.7736 data_time: 0.0026 memory: 2282 loss: 0.4678 loss_cls: 0.1837 loss_bbox: 0.2841 2023/06/06 23:58:17 - mmengine - INFO - Epoch(train) [155][250/782] lr: 3.9922e-03 eta: 1 day, 0:27:44 time: 1.0129 data_time: 0.0025 memory: 2282 loss: 0.4552 loss_cls: 0.1762 loss_bbox: 0.2790 2023/06/06 23:59:10 - mmengine - INFO - Epoch(train) [155][300/782] lr: 3.9920e-03 eta: 1 day, 0:27:50 time: 1.0500 data_time: 0.0025 memory: 2282 loss: 0.4434 loss_cls: 0.1673 loss_bbox: 0.2760 2023/06/07 00:00:12 - mmengine - INFO - Epoch(train) [155][350/782] lr: 3.9918e-03 eta: 1 day, 0:28:30 time: 1.2505 data_time: 0.0026 memory: 2282 loss: 0.4586 loss_cls: 0.1749 loss_bbox: 0.2837 2023/06/07 00:00:57 - mmengine - INFO - Epoch(train) [155][400/782] lr: 3.9915e-03 eta: 1 day, 0:28:11 time: 0.8936 data_time: 0.0025 memory: 2282 loss: 0.4457 loss_cls: 0.1699 loss_bbox: 0.2758 2023/06/07 00:01:27 - mmengine - INFO - Epoch(train) [155][450/782] lr: 3.9913e-03 eta: 1 day, 0:27:04 time: 0.6014 data_time: 0.0025 memory: 2282 loss: 0.4434 loss_cls: 0.1682 loss_bbox: 0.2753 2023/06/07 00:02:14 - mmengine - INFO - Epoch(train) [155][500/782] lr: 3.9910e-03 eta: 1 day, 0:26:53 time: 0.9445 data_time: 0.5089 memory: 2282 loss: 0.4500 loss_cls: 0.1723 loss_bbox: 0.2776 2023/06/07 00:02:36 - mmengine - INFO - Epoch(train) [155][550/782] lr: 3.9908e-03 eta: 1 day, 0:25:20 time: 0.4439 data_time: 0.0025 memory: 2282 loss: 0.4585 loss_cls: 0.1794 loss_bbox: 0.2791 2023/06/07 00:03:03 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 00:03:37 - mmengine - INFO - Epoch(train) [155][600/782] lr: 3.9905e-03 eta: 1 day, 0:25:52 time: 1.2087 data_time: 0.0025 memory: 2282 loss: 0.4718 loss_cls: 0.1853 loss_bbox: 0.2865 2023/06/07 00:04:02 - mmengine - INFO - Epoch(train) [155][650/782] lr: 3.9903e-03 eta: 1 day, 0:24:30 time: 0.5034 data_time: 0.0025 memory: 2282 loss: 0.4368 loss_cls: 0.1652 loss_bbox: 0.2716 2023/06/07 00:04:47 - mmengine - INFO - Epoch(train) [155][700/782] lr: 3.9900e-03 eta: 1 day, 0:24:11 time: 0.8985 data_time: 0.0025 memory: 2282 loss: 0.4687 loss_cls: 0.1815 loss_bbox: 0.2872 2023/06/07 00:05:39 - mmengine - INFO - Epoch(train) [155][750/782] lr: 3.9898e-03 eta: 1 day, 0:24:14 time: 1.0314 data_time: 0.1522 memory: 2282 loss: 0.4418 loss_cls: 0.1674 loss_bbox: 0.2745 2023/06/07 00:06:04 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 00:06:43 - mmengine - INFO - Epoch(train) [156][ 50/782] lr: 3.9893e-03 eta: 1 day, 0:23:14 time: 0.7809 data_time: 0.0182 memory: 2282 loss: 0.4620 loss_cls: 0.1755 loss_bbox: 0.2865 2023/06/07 00:07:28 - mmengine - INFO - Epoch(train) [156][100/782] lr: 3.9891e-03 eta: 1 day, 0:22:56 time: 0.9020 data_time: 0.0026 memory: 2282 loss: 0.4424 loss_cls: 0.1657 loss_bbox: 0.2767 2023/06/07 00:08:03 - mmengine - INFO - Epoch(train) [156][150/782] lr: 3.9888e-03 eta: 1 day, 0:22:04 time: 0.6928 data_time: 0.0026 memory: 2282 loss: 0.4589 loss_cls: 0.1749 loss_bbox: 0.2840 2023/06/07 00:08:36 - mmengine - INFO - Epoch(train) [156][200/782] lr: 3.9885e-03 eta: 1 day, 0:21:08 time: 0.6682 data_time: 0.2285 memory: 2282 loss: 0.4624 loss_cls: 0.1807 loss_bbox: 0.2818 2023/06/07 00:08:59 - mmengine - INFO - Epoch(train) [156][250/782] lr: 3.9882e-03 eta: 1 day, 0:19:37 time: 0.4442 data_time: 0.0025 memory: 2282 loss: 0.4465 loss_cls: 0.1715 loss_bbox: 0.2750 2023/06/07 00:09:21 - mmengine - INFO - Epoch(train) [156][300/782] lr: 3.9879e-03 eta: 1 day, 0:18:05 time: 0.4412 data_time: 0.0025 memory: 2282 loss: 0.4628 loss_cls: 0.1800 loss_bbox: 0.2827 2023/06/07 00:10:03 - mmengine - INFO - Epoch(train) [156][350/782] lr: 3.9877e-03 eta: 1 day, 0:17:37 time: 0.8393 data_time: 0.0025 memory: 2282 loss: 0.4411 loss_cls: 0.1665 loss_bbox: 0.2747 2023/06/07 00:10:58 - mmengine - INFO - Epoch(train) [156][400/782] lr: 3.9874e-03 eta: 1 day, 0:17:50 time: 1.1038 data_time: 0.0027 memory: 2282 loss: 0.4544 loss_cls: 0.1755 loss_bbox: 0.2789 2023/06/07 00:11:29 - mmengine - INFO - Epoch(train) [156][450/782] lr: 3.9871e-03 eta: 1 day, 0:16:47 time: 0.6164 data_time: 0.0027 memory: 2282 loss: 0.4471 loss_cls: 0.1744 loss_bbox: 0.2727 2023/06/07 00:12:17 - mmengine - INFO - Epoch(train) [156][500/782] lr: 3.9868e-03 eta: 1 day, 0:16:38 time: 0.9641 data_time: 0.0025 memory: 2282 loss: 0.4365 loss_cls: 0.1677 loss_bbox: 0.2688 2023/06/07 00:13:16 - mmengine - INFO - Epoch(train) [156][550/782] lr: 3.9865e-03 eta: 1 day, 0:17:02 time: 1.1739 data_time: 0.0024 memory: 2282 loss: 0.4481 loss_cls: 0.1703 loss_bbox: 0.2778 2023/06/07 00:14:07 - mmengine - INFO - Epoch(train) [156][600/782] lr: 3.9862e-03 eta: 1 day, 0:17:03 time: 1.0257 data_time: 0.0025 memory: 2282 loss: 0.4362 loss_cls: 0.1675 loss_bbox: 0.2686 2023/06/07 00:14:47 - mmengine - INFO - Epoch(train) [156][650/782] lr: 3.9859e-03 eta: 1 day, 0:16:28 time: 0.7975 data_time: 0.0028 memory: 2282 loss: 0.4509 loss_cls: 0.1747 loss_bbox: 0.2762 2023/06/07 00:15:46 - mmengine - INFO - Epoch(train) [156][700/782] lr: 3.9855e-03 eta: 1 day, 0:16:52 time: 1.1766 data_time: 0.0025 memory: 2282 loss: 0.4277 loss_cls: 0.1629 loss_bbox: 0.2648 2023/06/07 00:16:14 - mmengine - INFO - Epoch(train) [156][750/782] lr: 3.9852e-03 eta: 1 day, 0:15:42 time: 0.5727 data_time: 0.0025 memory: 2282 loss: 0.4661 loss_cls: 0.1807 loss_bbox: 0.2854 2023/06/07 00:16:47 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 00:16:52 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 00:17:30 - mmengine - INFO - Epoch(train) [157][ 50/782] lr: 3.9847e-03 eta: 1 day, 0:15:17 time: 0.8711 data_time: 0.0231 memory: 2282 loss: 0.4552 loss_cls: 0.1749 loss_bbox: 0.2803 2023/06/07 00:18:07 - mmengine - INFO - Epoch(train) [157][100/782] lr: 3.9844e-03 eta: 1 day, 0:14:32 time: 0.7353 data_time: 0.0024 memory: 2282 loss: 0.4577 loss_cls: 0.1773 loss_bbox: 0.2804 2023/06/07 00:19:13 - mmengine - INFO - Epoch(train) [157][150/782] lr: 3.9841e-03 eta: 1 day, 0:15:17 time: 1.3186 data_time: 0.0026 memory: 2282 loss: 0.4534 loss_cls: 0.1727 loss_bbox: 0.2807 2023/06/07 00:19:45 - mmengine - INFO - Epoch(train) [157][200/782] lr: 3.9837e-03 eta: 1 day, 0:14:16 time: 0.6315 data_time: 0.0024 memory: 2282 loss: 0.4633 loss_cls: 0.1776 loss_bbox: 0.2857 2023/06/07 00:20:07 - mmengine - INFO - Epoch(train) [157][250/782] lr: 3.9834e-03 eta: 1 day, 0:12:45 time: 0.4432 data_time: 0.0026 memory: 2282 loss: 0.4587 loss_cls: 0.1793 loss_bbox: 0.2794 2023/06/07 00:20:29 - mmengine - INFO - Epoch(train) [157][300/782] lr: 3.9831e-03 eta: 1 day, 0:11:16 time: 0.4493 data_time: 0.0027 memory: 2282 loss: 0.4534 loss_cls: 0.1730 loss_bbox: 0.2804 2023/06/07 00:21:39 - mmengine - INFO - Epoch(train) [157][350/782] lr: 3.9827e-03 eta: 1 day, 0:12:12 time: 1.3880 data_time: 0.9473 memory: 2282 loss: 0.4506 loss_cls: 0.1718 loss_bbox: 0.2788 2023/06/07 00:22:28 - mmengine - INFO - Epoch(train) [157][400/782] lr: 3.9824e-03 eta: 1 day, 0:12:06 time: 0.9868 data_time: 0.0026 memory: 2282 loss: 0.4531 loss_cls: 0.1752 loss_bbox: 0.2779 2023/06/07 00:23:05 - mmengine - INFO - Epoch(train) [157][450/782] lr: 3.9820e-03 eta: 1 day, 0:11:22 time: 0.7462 data_time: 0.0027 memory: 2282 loss: 0.4513 loss_cls: 0.1714 loss_bbox: 0.2799 2023/06/07 00:23:48 - mmengine - INFO - Epoch(train) [157][500/782] lr: 3.9817e-03 eta: 1 day, 0:10:54 time: 0.8448 data_time: 0.0027 memory: 2282 loss: 0.4632 loss_cls: 0.1761 loss_bbox: 0.2871 2023/06/07 00:24:10 - mmengine - INFO - Epoch(train) [157][550/782] lr: 3.9813e-03 eta: 1 day, 0:09:25 time: 0.4475 data_time: 0.0026 memory: 2282 loss: 0.4616 loss_cls: 0.1773 loss_bbox: 0.2844 2023/06/07 00:25:21 - mmengine - INFO - Epoch(train) [157][600/782] lr: 3.9810e-03 eta: 1 day, 0:10:25 time: 1.4262 data_time: 0.3868 memory: 2282 loss: 0.4500 loss_cls: 0.1722 loss_bbox: 0.2778 2023/06/07 00:25:59 - mmengine - INFO - Epoch(train) [157][650/782] lr: 3.9806e-03 eta: 1 day, 0:09:42 time: 0.7463 data_time: 0.0028 memory: 2282 loss: 0.4672 loss_cls: 0.1836 loss_bbox: 0.2836 2023/06/07 00:27:20 - mmengine - INFO - Epoch(train) [157][700/782] lr: 3.9802e-03 eta: 1 day, 0:11:11 time: 1.6186 data_time: 0.3912 memory: 2282 loss: 0.4694 loss_cls: 0.1804 loss_bbox: 0.2890 2023/06/07 00:27:43 - mmengine - INFO - Epoch(train) [157][750/782] lr: 3.9799e-03 eta: 1 day, 0:09:46 time: 0.4708 data_time: 0.0026 memory: 2282 loss: 0.4596 loss_cls: 0.1783 loss_bbox: 0.2813 2023/06/07 00:28:24 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 00:29:04 - mmengine - INFO - Epoch(train) [158][ 50/782] lr: 3.9793e-03 eta: 1 day, 0:09:33 time: 0.8028 data_time: 0.3477 memory: 2282 loss: 0.4702 loss_cls: 0.1834 loss_bbox: 0.2868 2023/06/07 00:29:42 - mmengine - INFO - Epoch(train) [158][100/782] lr: 3.9789e-03 eta: 1 day, 0:08:52 time: 0.7636 data_time: 0.1206 memory: 2282 loss: 0.4471 loss_cls: 0.1671 loss_bbox: 0.2800 2023/06/07 00:30:05 - mmengine - INFO - Epoch(train) [158][150/782] lr: 3.9785e-03 eta: 1 day, 0:07:24 time: 0.4527 data_time: 0.0024 memory: 2282 loss: 0.4528 loss_cls: 0.1747 loss_bbox: 0.2781 2023/06/07 00:30:56 - mmengine - INFO - Epoch(train) [158][200/782] lr: 3.9781e-03 eta: 1 day, 0:07:23 time: 1.0277 data_time: 0.0024 memory: 2282 loss: 0.4393 loss_cls: 0.1679 loss_bbox: 0.2715 2023/06/07 00:31:16 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 00:31:27 - mmengine - INFO - Epoch(train) [158][250/782] lr: 3.9777e-03 eta: 1 day, 0:06:18 time: 0.6037 data_time: 0.0024 memory: 2282 loss: 0.4584 loss_cls: 0.1749 loss_bbox: 0.2835 2023/06/07 00:32:45 - mmengine - INFO - Epoch(train) [158][300/782] lr: 3.9773e-03 eta: 1 day, 0:07:39 time: 1.5772 data_time: 0.0025 memory: 2282 loss: 0.4653 loss_cls: 0.1808 loss_bbox: 0.2845 2023/06/07 00:33:27 - mmengine - INFO - Epoch(train) [158][350/782] lr: 3.9769e-03 eta: 1 day, 0:07:08 time: 0.8295 data_time: 0.0026 memory: 2282 loss: 0.4427 loss_cls: 0.1662 loss_bbox: 0.2765 2023/06/07 00:34:26 - mmengine - INFO - Epoch(train) [158][400/782] lr: 3.9765e-03 eta: 1 day, 0:07:30 time: 1.1880 data_time: 0.0025 memory: 2282 loss: 0.4534 loss_cls: 0.1750 loss_bbox: 0.2784 2023/06/07 00:34:49 - mmengine - INFO - Epoch(train) [158][450/782] lr: 3.9761e-03 eta: 1 day, 0:06:01 time: 0.4454 data_time: 0.0024 memory: 2282 loss: 0.4648 loss_cls: 0.1760 loss_bbox: 0.2887 2023/06/07 00:36:01 - mmengine - INFO - Epoch(train) [158][500/782] lr: 3.9757e-03 eta: 1 day, 0:07:03 time: 1.4515 data_time: 0.4560 memory: 2282 loss: 0.4531 loss_cls: 0.1719 loss_bbox: 0.2813 2023/06/07 00:36:23 - mmengine - INFO - Epoch(train) [158][550/782] lr: 3.9753e-03 eta: 1 day, 0:05:34 time: 0.4453 data_time: 0.0026 memory: 2282 loss: 0.4525 loss_cls: 0.1687 loss_bbox: 0.2838 2023/06/07 00:37:12 - mmengine - INFO - Epoch(train) [158][600/782] lr: 3.9749e-03 eta: 1 day, 0:05:23 time: 0.9674 data_time: 0.0027 memory: 2282 loss: 0.4570 loss_cls: 0.1765 loss_bbox: 0.2805 2023/06/07 00:37:42 - mmengine - INFO - Epoch(train) [158][650/782] lr: 3.9745e-03 eta: 1 day, 0:04:16 time: 0.5930 data_time: 0.0027 memory: 2282 loss: 0.4427 loss_cls: 0.1676 loss_bbox: 0.2751 2023/06/07 00:38:04 - mmengine - INFO - Epoch(train) [158][700/782] lr: 3.9741e-03 eta: 1 day, 0:02:47 time: 0.4401 data_time: 0.0025 memory: 2282 loss: 0.4590 loss_cls: 0.1720 loss_bbox: 0.2869 2023/06/07 00:38:51 - mmengine - INFO - Epoch(train) [158][750/782] lr: 3.9737e-03 eta: 1 day, 0:02:33 time: 0.9471 data_time: 0.2593 memory: 2282 loss: 0.4554 loss_cls: 0.1776 loss_bbox: 0.2779 2023/06/07 00:39:30 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 00:40:13 - mmengine - INFO - Epoch(train) [159][ 50/782] lr: 3.9730e-03 eta: 1 day, 0:02:24 time: 0.8593 data_time: 0.0538 memory: 2282 loss: 0.4722 loss_cls: 0.1845 loss_bbox: 0.2877 2023/06/07 00:41:17 - mmengine - INFO - Epoch(train) [159][100/782] lr: 3.9725e-03 eta: 1 day, 0:02:57 time: 1.2668 data_time: 0.5668 memory: 2282 loss: 0.4516 loss_cls: 0.1716 loss_bbox: 0.2801 2023/06/07 00:41:56 - mmengine - INFO - Epoch(train) [159][150/782] lr: 3.9721e-03 eta: 1 day, 0:02:17 time: 0.7786 data_time: 0.0025 memory: 2282 loss: 0.4370 loss_cls: 0.1650 loss_bbox: 0.2720 2023/06/07 00:42:18 - mmengine - INFO - Epoch(train) [159][200/782] lr: 3.9717e-03 eta: 1 day, 0:00:50 time: 0.4523 data_time: 0.0025 memory: 2282 loss: 0.4633 loss_cls: 0.1792 loss_bbox: 0.2840 2023/06/07 00:42:56 - mmengine - INFO - Epoch(train) [159][250/782] lr: 3.9712e-03 eta: 1 day, 0:00:09 time: 0.7617 data_time: 0.0024 memory: 2282 loss: 0.4611 loss_cls: 0.1812 loss_bbox: 0.2799 2023/06/07 00:44:08 - mmengine - INFO - Epoch(train) [159][300/782] lr: 3.9708e-03 eta: 1 day, 0:01:06 time: 1.4397 data_time: 0.0026 memory: 2282 loss: 0.4672 loss_cls: 0.1757 loss_bbox: 0.2915 2023/06/07 00:44:54 - mmengine - INFO - Epoch(train) [159][350/782] lr: 3.9703e-03 eta: 1 day, 0:00:46 time: 0.9101 data_time: 0.0026 memory: 2282 loss: 0.4420 loss_cls: 0.1672 loss_bbox: 0.2747 2023/06/07 00:45:42 - mmengine - INFO - Epoch(train) [159][400/782] lr: 3.9699e-03 eta: 1 day, 0:00:33 time: 0.9576 data_time: 0.0025 memory: 2282 loss: 0.4472 loss_cls: 0.1670 loss_bbox: 0.2801 2023/06/07 00:46:17 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 00:46:20 - mmengine - INFO - Epoch(train) [159][450/782] lr: 3.9694e-03 eta: 23:59:51 time: 0.7652 data_time: 0.0026 memory: 2282 loss: 0.4695 loss_cls: 0.1830 loss_bbox: 0.2865 2023/06/07 00:47:03 - mmengine - INFO - Epoch(train) [159][500/782] lr: 3.9690e-03 eta: 23:59:22 time: 0.8492 data_time: 0.0026 memory: 2282 loss: 0.4528 loss_cls: 0.1693 loss_bbox: 0.2834 2023/06/07 00:47:59 - mmengine - INFO - Epoch(train) [159][550/782] lr: 3.9685e-03 eta: 23:59:34 time: 1.1317 data_time: 0.0027 memory: 2282 loss: 0.4518 loss_cls: 0.1693 loss_bbox: 0.2826 2023/06/07 00:48:34 - mmengine - INFO - Epoch(train) [159][600/782] lr: 3.9681e-03 eta: 23:58:41 time: 0.6876 data_time: 0.0025 memory: 2282 loss: 0.4517 loss_cls: 0.1718 loss_bbox: 0.2800 2023/06/07 00:49:08 - mmengine - INFO - Epoch(train) [159][650/782] lr: 3.9676e-03 eta: 23:57:49 time: 0.6925 data_time: 0.0028 memory: 2282 loss: 0.4554 loss_cls: 0.1732 loss_bbox: 0.2822 2023/06/07 00:49:56 - mmengine - INFO - Epoch(train) [159][700/782] lr: 3.9671e-03 eta: 23:57:35 time: 0.9553 data_time: 0.0027 memory: 2282 loss: 0.4430 loss_cls: 0.1680 loss_bbox: 0.2749 2023/06/07 00:50:22 - mmengine - INFO - Epoch(train) [159][750/782] lr: 3.9667e-03 eta: 23:56:20 time: 0.5277 data_time: 0.0025 memory: 2282 loss: 0.4582 loss_cls: 0.1737 loss_bbox: 0.2845 2023/06/07 00:51:09 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 00:51:33 - mmengine - INFO - Epoch(train) [160][ 50/782] lr: 3.9659e-03 eta: 23:55:35 time: 0.4873 data_time: 0.0188 memory: 2282 loss: 0.4524 loss_cls: 0.1738 loss_bbox: 0.2786 2023/06/07 00:52:19 - mmengine - INFO - Epoch(train) [160][100/782] lr: 3.9654e-03 eta: 23:55:14 time: 0.9074 data_time: 0.2997 memory: 2282 loss: 0.4381 loss_cls: 0.1675 loss_bbox: 0.2706 2023/06/07 00:53:09 - mmengine - INFO - Epoch(train) [160][150/782] lr: 3.9649e-03 eta: 23:55:08 time: 1.0128 data_time: 0.0025 memory: 2282 loss: 0.4526 loss_cls: 0.1704 loss_bbox: 0.2823 2023/06/07 00:54:13 - mmengine - INFO - Epoch(train) [160][200/782] lr: 3.9644e-03 eta: 23:55:40 time: 1.2787 data_time: 0.0026 memory: 2282 loss: 0.4402 loss_cls: 0.1655 loss_bbox: 0.2746 2023/06/07 00:55:03 - mmengine - INFO - Epoch(train) [160][250/782] lr: 3.9639e-03 eta: 23:55:31 time: 0.9948 data_time: 0.0026 memory: 2282 loss: 0.4580 loss_cls: 0.1726 loss_bbox: 0.2854 2023/06/07 00:55:50 - mmengine - INFO - Epoch(train) [160][300/782] lr: 3.9634e-03 eta: 23:55:13 time: 0.9340 data_time: 0.0026 memory: 2282 loss: 0.4580 loss_cls: 0.1776 loss_bbox: 0.2805 2023/06/07 00:56:40 - mmengine - INFO - Epoch(train) [160][350/782] lr: 3.9629e-03 eta: 23:55:05 time: 0.9966 data_time: 0.2753 memory: 2282 loss: 0.4713 loss_cls: 0.1792 loss_bbox: 0.2921 2023/06/07 00:57:29 - mmengine - INFO - Epoch(train) [160][400/782] lr: 3.9624e-03 eta: 23:54:54 time: 0.9859 data_time: 0.0026 memory: 2282 loss: 0.4569 loss_cls: 0.1769 loss_bbox: 0.2800 2023/06/07 00:58:21 - mmengine - INFO - Epoch(train) [160][450/782] lr: 3.9619e-03 eta: 23:54:51 time: 1.0398 data_time: 0.0026 memory: 2282 loss: 0.4820 loss_cls: 0.1861 loss_bbox: 0.2958 2023/06/07 00:58:56 - mmengine - INFO - Epoch(train) [160][500/782] lr: 3.9614e-03 eta: 23:54:01 time: 0.7079 data_time: 0.0025 memory: 2282 loss: 0.4506 loss_cls: 0.1699 loss_bbox: 0.2807 2023/06/07 00:59:29 - mmengine - INFO - Epoch(train) [160][550/782] lr: 3.9609e-03 eta: 23:53:04 time: 0.6547 data_time: 0.0026 memory: 2282 loss: 0.4632 loss_cls: 0.1794 loss_bbox: 0.2838 2023/06/07 01:00:03 - mmengine - INFO - Epoch(train) [160][600/782] lr: 3.9604e-03 eta: 23:52:08 time: 0.6691 data_time: 0.0025 memory: 2282 loss: 0.4615 loss_cls: 0.1790 loss_bbox: 0.2825 2023/06/07 01:00:35 - mmengine - INFO - Epoch(train) [160][650/782] lr: 3.9599e-03 eta: 23:51:10 time: 0.6461 data_time: 0.0023 memory: 2282 loss: 0.4621 loss_cls: 0.1789 loss_bbox: 0.2832 2023/06/07 01:00:40 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:01:21 - mmengine - INFO - Epoch(train) [160][700/782] lr: 3.9594e-03 eta: 23:50:50 time: 0.9204 data_time: 0.0025 memory: 2282 loss: 0.4469 loss_cls: 0.1711 loss_bbox: 0.2759 2023/06/07 01:02:22 - mmengine - INFO - Epoch(train) [160][750/782] lr: 3.9588e-03 eta: 23:51:12 time: 1.2212 data_time: 0.0027 memory: 2282 loss: 0.4416 loss_cls: 0.1663 loss_bbox: 0.2753 2023/06/07 01:02:35 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:02:35 - mmengine - INFO - Saving checkpoint at 160 epochs 2023/06/07 01:02:58 - mmengine - INFO - Evaluating bbox... 2023/06/07 01:02:59 - mmengine - INFO - bbox_mAP_copypaste: 0.758 0.983 0.868 0.423 0.605 0.783 2023/06/07 01:02:59 - mmengine - INFO - Epoch(val) [160][43/43] coco/bbox_mAP: 0.7580 coco/bbox_mAP_50: 0.9830 coco/bbox_mAP_75: 0.8680 coco/bbox_mAP_s: 0.4230 coco/bbox_mAP_m: 0.6050 coco/bbox_mAP_l: 0.7830 data_time: 0.0296 time: 0.0557 2023/06/07 01:03:42 - mmengine - INFO - Epoch(train) [161][ 50/782] lr: 3.9580e-03 eta: 23:49:44 time: 0.8643 data_time: 0.0171 memory: 2282 loss: 0.4384 loss_cls: 0.1646 loss_bbox: 0.2738 2023/06/07 01:04:11 - mmengine - INFO - Epoch(train) [161][100/782] lr: 3.9574e-03 eta: 23:48:35 time: 0.5743 data_time: 0.0024 memory: 2282 loss: 0.4580 loss_cls: 0.1772 loss_bbox: 0.2809 2023/06/07 01:05:00 - mmengine - INFO - Epoch(train) [161][150/782] lr: 3.9569e-03 eta: 23:48:23 time: 0.9799 data_time: 0.0026 memory: 2282 loss: 0.4426 loss_cls: 0.1682 loss_bbox: 0.2744 2023/06/07 01:05:42 - mmengine - INFO - Epoch(train) [161][200/782] lr: 3.9563e-03 eta: 23:47:51 time: 0.8339 data_time: 0.0023 memory: 2282 loss: 0.4612 loss_cls: 0.1740 loss_bbox: 0.2871 2023/06/07 01:06:58 - mmengine - INFO - Epoch(train) [161][250/782] lr: 3.9558e-03 eta: 23:48:55 time: 1.5246 data_time: 0.1998 memory: 2282 loss: 0.4526 loss_cls: 0.1734 loss_bbox: 0.2792 2023/06/07 01:07:20 - mmengine - INFO - Epoch(train) [161][300/782] lr: 3.9553e-03 eta: 23:47:28 time: 0.4451 data_time: 0.0024 memory: 2282 loss: 0.4419 loss_cls: 0.1690 loss_bbox: 0.2729 2023/06/07 01:08:09 - mmengine - INFO - Epoch(train) [161][350/782] lr: 3.9547e-03 eta: 23:47:14 time: 0.9656 data_time: 0.0024 memory: 2282 loss: 0.4533 loss_cls: 0.1732 loss_bbox: 0.2801 2023/06/07 01:08:52 - mmengine - INFO - Epoch(train) [161][400/782] lr: 3.9542e-03 eta: 23:46:48 time: 0.8764 data_time: 0.0025 memory: 2282 loss: 0.4483 loss_cls: 0.1692 loss_bbox: 0.2791 2023/06/07 01:09:32 - mmengine - INFO - Epoch(train) [161][450/782] lr: 3.9536e-03 eta: 23:46:09 time: 0.7903 data_time: 0.0024 memory: 2282 loss: 0.4642 loss_cls: 0.1766 loss_bbox: 0.2876 2023/06/07 01:09:56 - mmengine - INFO - Epoch(train) [161][500/782] lr: 3.9530e-03 eta: 23:44:49 time: 0.4843 data_time: 0.0024 memory: 2282 loss: 0.4472 loss_cls: 0.1720 loss_bbox: 0.2752 2023/06/07 01:10:34 - mmengine - INFO - Epoch(train) [161][550/782] lr: 3.9525e-03 eta: 23:44:05 time: 0.7489 data_time: 0.0023 memory: 2282 loss: 0.4543 loss_cls: 0.1717 loss_bbox: 0.2826 2023/06/07 01:11:18 - mmengine - INFO - Epoch(train) [161][600/782] lr: 3.9519e-03 eta: 23:43:39 time: 0.8878 data_time: 0.0023 memory: 2282 loss: 0.4580 loss_cls: 0.1761 loss_bbox: 0.2819 2023/06/07 01:11:54 - mmengine - INFO - Epoch(train) [161][650/782] lr: 3.9513e-03 eta: 23:42:52 time: 0.7216 data_time: 0.0023 memory: 2282 loss: 0.4516 loss_cls: 0.1710 loss_bbox: 0.2806 2023/06/07 01:12:50 - mmengine - INFO - Epoch(train) [161][700/782] lr: 3.9508e-03 eta: 23:42:59 time: 1.1259 data_time: 0.0027 memory: 2282 loss: 0.4515 loss_cls: 0.1730 loss_bbox: 0.2785 2023/06/07 01:13:13 - mmengine - INFO - Epoch(train) [161][750/782] lr: 3.9502e-03 eta: 23:41:35 time: 0.4572 data_time: 0.0026 memory: 2282 loss: 0.4337 loss_cls: 0.1634 loss_bbox: 0.2703 2023/06/07 01:13:26 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:14:39 - mmengine - INFO - Epoch(train) [162][ 50/782] lr: 3.9492e-03 eta: 23:41:28 time: 1.4565 data_time: 0.0151 memory: 2282 loss: 0.4480 loss_cls: 0.1712 loss_bbox: 0.2768 2023/06/07 01:15:19 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:15:20 - mmengine - INFO - Epoch(train) [162][100/782] lr: 3.9486e-03 eta: 23:40:54 time: 0.8270 data_time: 0.0027 memory: 2282 loss: 0.4570 loss_cls: 0.1758 loss_bbox: 0.2812 2023/06/07 01:15:55 - mmengine - INFO - Epoch(train) [162][150/782] lr: 3.9481e-03 eta: 23:40:04 time: 0.7067 data_time: 0.0026 memory: 2282 loss: 0.4462 loss_cls: 0.1702 loss_bbox: 0.2761 2023/06/07 01:16:39 - mmengine - INFO - Epoch(train) [162][200/782] lr: 3.9475e-03 eta: 23:39:38 time: 0.8816 data_time: 0.0027 memory: 2282 loss: 0.4478 loss_cls: 0.1738 loss_bbox: 0.2740 2023/06/07 01:17:13 - mmengine - INFO - Epoch(train) [162][250/782] lr: 3.9469e-03 eta: 23:38:43 time: 0.6673 data_time: 0.0027 memory: 2282 loss: 0.4500 loss_cls: 0.1762 loss_bbox: 0.2739 2023/06/07 01:18:03 - mmengine - INFO - Epoch(train) [162][300/782] lr: 3.9463e-03 eta: 23:38:33 time: 0.9974 data_time: 0.0026 memory: 2282 loss: 0.4558 loss_cls: 0.1744 loss_bbox: 0.2814 2023/06/07 01:18:39 - mmengine - INFO - Epoch(train) [162][350/782] lr: 3.9457e-03 eta: 23:37:44 time: 0.7193 data_time: 0.1563 memory: 2282 loss: 0.4420 loss_cls: 0.1679 loss_bbox: 0.2741 2023/06/07 01:19:16 - mmengine - INFO - Epoch(train) [162][400/782] lr: 3.9451e-03 eta: 23:37:00 time: 0.7472 data_time: 0.0027 memory: 2282 loss: 0.4575 loss_cls: 0.1752 loss_bbox: 0.2823 2023/06/07 01:19:38 - mmengine - INFO - Epoch(train) [162][450/782] lr: 3.9444e-03 eta: 23:35:35 time: 0.4433 data_time: 0.0029 memory: 2282 loss: 0.4422 loss_cls: 0.1679 loss_bbox: 0.2743 2023/06/07 01:20:12 - mmengine - INFO - Epoch(train) [162][500/782] lr: 3.9438e-03 eta: 23:34:42 time: 0.6796 data_time: 0.0026 memory: 2282 loss: 0.4551 loss_cls: 0.1773 loss_bbox: 0.2778 2023/06/07 01:20:37 - mmengine - INFO - Epoch(train) [162][550/782] lr: 3.9432e-03 eta: 23:33:25 time: 0.5025 data_time: 0.0025 memory: 2282 loss: 0.4645 loss_cls: 0.1829 loss_bbox: 0.2816 2023/06/07 01:20:59 - mmengine - INFO - Epoch(train) [162][600/782] lr: 3.9426e-03 eta: 23:32:00 time: 0.4408 data_time: 0.0025 memory: 2282 loss: 0.4501 loss_cls: 0.1688 loss_bbox: 0.2813 2023/06/07 01:21:41 - mmengine - INFO - Epoch(train) [162][650/782] lr: 3.9420e-03 eta: 23:31:28 time: 0.8366 data_time: 0.3990 memory: 2282 loss: 0.4582 loss_cls: 0.1740 loss_bbox: 0.2842 2023/06/07 01:22:18 - mmengine - INFO - Epoch(train) [162][700/782] lr: 3.9414e-03 eta: 23:30:42 time: 0.7327 data_time: 0.0024 memory: 2282 loss: 0.4552 loss_cls: 0.1746 loss_bbox: 0.2807 2023/06/07 01:23:02 - mmengine - INFO - Epoch(train) [162][750/782] lr: 3.9407e-03 eta: 23:30:16 time: 0.8849 data_time: 0.0025 memory: 2282 loss: 0.4604 loss_cls: 0.1773 loss_bbox: 0.2831 2023/06/07 01:23:35 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:24:13 - mmengine - INFO - Epoch(train) [163][ 50/782] lr: 3.9397e-03 eta: 23:29:28 time: 0.7617 data_time: 0.0213 memory: 2282 loss: 0.4606 loss_cls: 0.1801 loss_bbox: 0.2805 2023/06/07 01:25:05 - mmengine - INFO - Epoch(train) [163][100/782] lr: 3.9390e-03 eta: 23:29:23 time: 1.0428 data_time: 0.0025 memory: 2282 loss: 0.4571 loss_cls: 0.1780 loss_bbox: 0.2791 2023/06/07 01:25:49 - mmengine - INFO - Epoch(train) [163][150/782] lr: 3.9384e-03 eta: 23:28:55 time: 0.8723 data_time: 0.0025 memory: 2282 loss: 0.4471 loss_cls: 0.1704 loss_bbox: 0.2767 2023/06/07 01:26:29 - mmengine - INFO - Epoch(train) [163][200/782] lr: 3.9378e-03 eta: 23:28:18 time: 0.7995 data_time: 0.0026 memory: 2282 loss: 0.4443 loss_cls: 0.1688 loss_bbox: 0.2755 2023/06/07 01:26:51 - mmengine - INFO - Epoch(train) [163][250/782] lr: 3.9371e-03 eta: 23:26:54 time: 0.4459 data_time: 0.0026 memory: 2282 loss: 0.4600 loss_cls: 0.1756 loss_bbox: 0.2844 2023/06/07 01:27:29 - mmengine - INFO - Epoch(train) [163][300/782] lr: 3.9365e-03 eta: 23:26:14 time: 0.7725 data_time: 0.0026 memory: 2282 loss: 0.4570 loss_cls: 0.1716 loss_bbox: 0.2853 2023/06/07 01:27:49 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:28:10 - mmengine - INFO - Epoch(train) [163][350/782] lr: 3.9358e-03 eta: 23:25:37 time: 0.8013 data_time: 0.0273 memory: 2282 loss: 0.4583 loss_cls: 0.1782 loss_bbox: 0.2801 2023/06/07 01:28:48 - mmengine - INFO - Epoch(train) [163][400/782] lr: 3.9352e-03 eta: 23:24:55 time: 0.7682 data_time: 0.2898 memory: 2282 loss: 0.4519 loss_cls: 0.1755 loss_bbox: 0.2764 2023/06/07 01:29:22 - mmengine - INFO - Epoch(train) [163][450/782] lr: 3.9345e-03 eta: 23:24:02 time: 0.6773 data_time: 0.0025 memory: 2282 loss: 0.4429 loss_cls: 0.1653 loss_bbox: 0.2776 2023/06/07 01:30:09 - mmengine - INFO - Epoch(train) [163][500/782] lr: 3.9338e-03 eta: 23:23:43 time: 0.9334 data_time: 0.0025 memory: 2282 loss: 0.4675 loss_cls: 0.1813 loss_bbox: 0.2862 2023/06/07 01:30:49 - mmengine - INFO - Epoch(train) [163][550/782] lr: 3.9332e-03 eta: 23:23:08 time: 0.8160 data_time: 0.0024 memory: 2282 loss: 0.4556 loss_cls: 0.1752 loss_bbox: 0.2804 2023/06/07 01:32:05 - mmengine - INFO - Epoch(train) [163][600/782] lr: 3.9325e-03 eta: 23:24:02 time: 1.5079 data_time: 0.0029 memory: 2282 loss: 0.4473 loss_cls: 0.1733 loss_bbox: 0.2740 2023/06/07 01:32:27 - mmengine - INFO - Epoch(train) [163][650/782] lr: 3.9318e-03 eta: 23:22:40 time: 0.4514 data_time: 0.0026 memory: 2282 loss: 0.4387 loss_cls: 0.1686 loss_bbox: 0.2701 2023/06/07 01:32:50 - mmengine - INFO - Epoch(train) [163][700/782] lr: 3.9311e-03 eta: 23:21:17 time: 0.4502 data_time: 0.0027 memory: 2282 loss: 0.4482 loss_cls: 0.1725 loss_bbox: 0.2756 2023/06/07 01:33:59 - mmengine - INFO - Epoch(train) [163][750/782] lr: 3.9305e-03 eta: 23:21:54 time: 1.3726 data_time: 0.0025 memory: 2282 loss: 0.4522 loss_cls: 0.1708 loss_bbox: 0.2813 2023/06/07 01:34:34 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:35:21 - mmengine - INFO - Epoch(train) [164][ 50/782] lr: 3.9293e-03 eta: 23:21:36 time: 0.9306 data_time: 0.0349 memory: 2282 loss: 0.4547 loss_cls: 0.1763 loss_bbox: 0.2784 2023/06/07 01:36:04 - mmengine - INFO - Epoch(train) [164][100/782] lr: 3.9286e-03 eta: 23:21:08 time: 0.8723 data_time: 0.0023 memory: 2282 loss: 0.4402 loss_cls: 0.1663 loss_bbox: 0.2739 2023/06/07 01:36:40 - mmengine - INFO - Epoch(train) [164][150/782] lr: 3.9280e-03 eta: 23:20:20 time: 0.7209 data_time: 0.0024 memory: 2282 loss: 0.4621 loss_cls: 0.1789 loss_bbox: 0.2832 2023/06/07 01:37:02 - mmengine - INFO - Epoch(train) [164][200/782] lr: 3.9273e-03 eta: 23:18:56 time: 0.4394 data_time: 0.0023 memory: 2282 loss: 0.4636 loss_cls: 0.1817 loss_bbox: 0.2819 2023/06/07 01:37:30 - mmengine - INFO - Epoch(train) [164][250/782] lr: 3.9266e-03 eta: 23:17:48 time: 0.5619 data_time: 0.0024 memory: 2282 loss: 0.4595 loss_cls: 0.1761 loss_bbox: 0.2834 2023/06/07 01:38:28 - mmengine - INFO - Epoch(train) [164][300/782] lr: 3.9259e-03 eta: 23:17:55 time: 1.1407 data_time: 0.0028 memory: 2282 loss: 0.4594 loss_cls: 0.1772 loss_bbox: 0.2823 2023/06/07 01:39:21 - mmengine - INFO - Epoch(train) [164][350/782] lr: 3.9252e-03 eta: 23:17:52 time: 1.0671 data_time: 0.0026 memory: 2282 loss: 0.4471 loss_cls: 0.1700 loss_bbox: 0.2772 2023/06/07 01:39:54 - mmengine - INFO - Epoch(train) [164][400/782] lr: 3.9244e-03 eta: 23:16:58 time: 0.6695 data_time: 0.0025 memory: 2282 loss: 0.4690 loss_cls: 0.1838 loss_bbox: 0.2852 2023/06/07 01:40:57 - mmengine - INFO - Epoch(train) [164][450/782] lr: 3.9237e-03 eta: 23:17:16 time: 1.2426 data_time: 0.0026 memory: 2282 loss: 0.4463 loss_cls: 0.1684 loss_bbox: 0.2779 2023/06/07 01:41:20 - mmengine - INFO - Epoch(train) [164][500/782] lr: 3.9230e-03 eta: 23:15:56 time: 0.4591 data_time: 0.0025 memory: 2282 loss: 0.4525 loss_cls: 0.1697 loss_bbox: 0.2829 2023/06/07 01:41:35 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:41:42 - mmengine - INFO - Epoch(train) [164][550/782] lr: 3.9223e-03 eta: 23:14:33 time: 0.4446 data_time: 0.0027 memory: 2282 loss: 0.4489 loss_cls: 0.1693 loss_bbox: 0.2796 2023/06/07 01:42:19 - mmengine - INFO - Epoch(train) [164][600/782] lr: 3.9216e-03 eta: 23:13:50 time: 0.7518 data_time: 0.0027 memory: 2282 loss: 0.4523 loss_cls: 0.1712 loss_bbox: 0.2810 2023/06/07 01:42:42 - mmengine - INFO - Epoch(train) [164][650/782] lr: 3.9209e-03 eta: 23:12:28 time: 0.4500 data_time: 0.0027 memory: 2282 loss: 0.4477 loss_cls: 0.1684 loss_bbox: 0.2793 2023/06/07 01:43:22 - mmengine - INFO - Epoch(train) [164][700/782] lr: 3.9201e-03 eta: 23:11:51 time: 0.7989 data_time: 0.0027 memory: 2282 loss: 0.4394 loss_cls: 0.1659 loss_bbox: 0.2734 2023/06/07 01:44:14 - mmengine - INFO - Epoch(train) [164][750/782] lr: 3.9194e-03 eta: 23:11:44 time: 1.0402 data_time: 0.1928 memory: 2282 loss: 0.4591 loss_cls: 0.1768 loss_bbox: 0.2823 2023/06/07 01:44:26 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:45:38 - mmengine - INFO - Epoch(train) [165][ 50/782] lr: 3.9182e-03 eta: 23:11:29 time: 1.4416 data_time: 0.0167 memory: 2282 loss: 0.4565 loss_cls: 0.1795 loss_bbox: 0.2770 2023/06/07 01:46:08 - mmengine - INFO - Epoch(train) [165][100/782] lr: 3.9174e-03 eta: 23:10:26 time: 0.5992 data_time: 0.0023 memory: 2282 loss: 0.4559 loss_cls: 0.1725 loss_bbox: 0.2834 2023/06/07 01:46:53 - mmengine - INFO - Epoch(train) [165][150/782] lr: 3.9167e-03 eta: 23:10:02 time: 0.9073 data_time: 0.4696 memory: 2282 loss: 0.4543 loss_cls: 0.1734 loss_bbox: 0.2809 2023/06/07 01:47:36 - mmengine - INFO - Epoch(train) [165][200/782] lr: 3.9160e-03 eta: 23:09:31 time: 0.8508 data_time: 0.0812 memory: 2282 loss: 0.4348 loss_cls: 0.1649 loss_bbox: 0.2699 2023/06/07 01:47:58 - mmengine - INFO - Epoch(train) [165][250/782] lr: 3.9152e-03 eta: 23:08:09 time: 0.4425 data_time: 0.0025 memory: 2282 loss: 0.4499 loss_cls: 0.1668 loss_bbox: 0.2831 2023/06/07 01:48:45 - mmengine - INFO - Epoch(train) [165][300/782] lr: 3.9145e-03 eta: 23:07:48 time: 0.9328 data_time: 0.4930 memory: 2282 loss: 0.4505 loss_cls: 0.1713 loss_bbox: 0.2791 2023/06/07 01:49:50 - mmengine - INFO - Epoch(train) [165][350/782] lr: 3.9137e-03 eta: 23:08:15 time: 1.3132 data_time: 0.2536 memory: 2282 loss: 0.4467 loss_cls: 0.1692 loss_bbox: 0.2775 2023/06/07 01:50:55 - mmengine - INFO - Epoch(train) [165][400/782] lr: 3.9129e-03 eta: 23:08:38 time: 1.2868 data_time: 0.7790 memory: 2282 loss: 0.4445 loss_cls: 0.1697 loss_bbox: 0.2747 2023/06/07 01:51:35 - mmengine - INFO - Epoch(train) [165][450/782] lr: 3.9122e-03 eta: 23:08:01 time: 0.8039 data_time: 0.0024 memory: 2282 loss: 0.4468 loss_cls: 0.1699 loss_bbox: 0.2769 2023/06/07 01:51:57 - mmengine - INFO - Epoch(train) [165][500/782] lr: 3.9114e-03 eta: 23:06:39 time: 0.4444 data_time: 0.0024 memory: 2282 loss: 0.4636 loss_cls: 0.1788 loss_bbox: 0.2848 2023/06/07 01:53:11 - mmengine - INFO - Epoch(train) [165][550/782] lr: 3.9106e-03 eta: 23:07:25 time: 1.4743 data_time: 0.0026 memory: 2282 loss: 0.4450 loss_cls: 0.1732 loss_bbox: 0.2719 2023/06/07 01:54:08 - mmengine - INFO - Epoch(train) [165][600/782] lr: 3.9099e-03 eta: 23:07:28 time: 1.1322 data_time: 0.3713 memory: 2282 loss: 0.4549 loss_cls: 0.1783 loss_bbox: 0.2766 2023/06/07 01:54:51 - mmengine - INFO - Epoch(train) [165][650/782] lr: 3.9091e-03 eta: 23:06:57 time: 0.8577 data_time: 0.0025 memory: 2282 loss: 0.4594 loss_cls: 0.1811 loss_bbox: 0.2783 2023/06/07 01:55:54 - mmengine - INFO - Epoch(train) [165][700/782] lr: 3.9083e-03 eta: 23:07:18 time: 1.2724 data_time: 0.3281 memory: 2282 loss: 0.4471 loss_cls: 0.1714 loss_bbox: 0.2757 2023/06/07 01:56:42 - mmengine - INFO - Epoch(train) [165][750/782] lr: 3.9075e-03 eta: 23:06:58 time: 0.9501 data_time: 0.0027 memory: 2282 loss: 0.4697 loss_cls: 0.1789 loss_bbox: 0.2908 2023/06/07 01:56:43 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:56:54 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 01:57:58 - mmengine - INFO - Epoch(train) [166][ 50/782] lr: 3.9062e-03 eta: 23:06:22 time: 1.2795 data_time: 0.0242 memory: 2282 loss: 0.4453 loss_cls: 0.1725 loss_bbox: 0.2728 2023/06/07 01:58:51 - mmengine - INFO - Epoch(train) [166][100/782] lr: 3.9054e-03 eta: 23:06:15 time: 1.0608 data_time: 0.0024 memory: 2282 loss: 0.4558 loss_cls: 0.1717 loss_bbox: 0.2841 2023/06/07 01:59:59 - mmengine - INFO - Epoch(train) [166][150/782] lr: 3.9046e-03 eta: 23:06:46 time: 1.3652 data_time: 0.2493 memory: 2282 loss: 0.4501 loss_cls: 0.1724 loss_bbox: 0.2778 2023/06/07 02:00:40 - mmengine - INFO - Epoch(train) [166][200/782] lr: 3.9039e-03 eta: 23:06:11 time: 0.8249 data_time: 0.0025 memory: 2282 loss: 0.4536 loss_cls: 0.1733 loss_bbox: 0.2803 2023/06/07 02:01:38 - mmengine - INFO - Epoch(train) [166][250/782] lr: 3.9031e-03 eta: 23:06:16 time: 1.1549 data_time: 0.0025 memory: 2282 loss: 0.4515 loss_cls: 0.1704 loss_bbox: 0.2811 2023/06/07 02:02:12 - mmengine - INFO - Epoch(train) [166][300/782] lr: 3.9022e-03 eta: 23:05:24 time: 0.6869 data_time: 0.0025 memory: 2282 loss: 0.4697 loss_cls: 0.1829 loss_bbox: 0.2868 2023/06/07 02:02:36 - mmengine - INFO - Epoch(train) [166][350/782] lr: 3.9014e-03 eta: 23:04:06 time: 0.4656 data_time: 0.0025 memory: 2282 loss: 0.4598 loss_cls: 0.1733 loss_bbox: 0.2865 2023/06/07 02:03:27 - mmengine - INFO - Epoch(train) [166][400/782] lr: 3.9006e-03 eta: 23:03:54 time: 1.0229 data_time: 0.0026 memory: 2282 loss: 0.4570 loss_cls: 0.1734 loss_bbox: 0.2836 2023/06/07 02:04:04 - mmengine - INFO - Epoch(train) [166][450/782] lr: 3.8998e-03 eta: 23:03:10 time: 0.7506 data_time: 0.0025 memory: 2282 loss: 0.4505 loss_cls: 0.1749 loss_bbox: 0.2755 2023/06/07 02:04:27 - mmengine - INFO - Epoch(train) [166][500/782] lr: 3.8990e-03 eta: 23:01:49 time: 0.4429 data_time: 0.0026 memory: 2282 loss: 0.4541 loss_cls: 0.1753 loss_bbox: 0.2788 2023/06/07 02:05:07 - mmengine - INFO - Epoch(train) [166][550/782] lr: 3.8982e-03 eta: 23:01:12 time: 0.8085 data_time: 0.0024 memory: 2282 loss: 0.4556 loss_cls: 0.1704 loss_bbox: 0.2853 2023/06/07 02:05:43 - mmengine - INFO - Epoch(train) [166][600/782] lr: 3.8974e-03 eta: 23:00:25 time: 0.7270 data_time: 0.0024 memory: 2282 loss: 0.4456 loss_cls: 0.1671 loss_bbox: 0.2786 2023/06/07 02:06:06 - mmengine - INFO - Epoch(train) [166][650/782] lr: 3.8965e-03 eta: 22:59:04 time: 0.4448 data_time: 0.0025 memory: 2282 loss: 0.4570 loss_cls: 0.1740 loss_bbox: 0.2830 2023/06/07 02:06:28 - mmengine - INFO - Epoch(train) [166][700/782] lr: 3.8957e-03 eta: 22:57:43 time: 0.4432 data_time: 0.0024 memory: 2282 loss: 0.4601 loss_cls: 0.1778 loss_bbox: 0.2823 2023/06/07 02:06:50 - mmengine - INFO - Epoch(train) [166][750/782] lr: 3.8949e-03 eta: 22:56:23 time: 0.4492 data_time: 0.0025 memory: 2282 loss: 0.4563 loss_cls: 0.1746 loss_bbox: 0.2816 2023/06/07 02:07:10 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:07:34 - mmengine - INFO - Epoch(train) [167][ 50/782] lr: 3.8935e-03 eta: 22:54:28 time: 0.4814 data_time: 0.0141 memory: 2282 loss: 0.4513 loss_cls: 0.1701 loss_bbox: 0.2812 2023/06/07 02:08:04 - mmengine - INFO - Epoch(train) [167][100/782] lr: 3.8927e-03 eta: 22:53:26 time: 0.5977 data_time: 0.0024 memory: 2282 loss: 0.4460 loss_cls: 0.1672 loss_bbox: 0.2788 2023/06/07 02:08:44 - mmengine - INFO - Epoch(train) [167][150/782] lr: 3.8918e-03 eta: 22:52:49 time: 0.8041 data_time: 0.0025 memory: 2282 loss: 0.4484 loss_cls: 0.1715 loss_bbox: 0.2769 2023/06/07 02:09:01 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:09:06 - mmengine - INFO - Epoch(train) [167][200/782] lr: 3.8910e-03 eta: 22:51:29 time: 0.4456 data_time: 0.0026 memory: 2282 loss: 0.4560 loss_cls: 0.1747 loss_bbox: 0.2812 2023/06/07 02:09:32 - mmengine - INFO - Epoch(train) [167][250/782] lr: 3.8901e-03 eta: 22:50:16 time: 0.5042 data_time: 0.0025 memory: 2282 loss: 0.4533 loss_cls: 0.1695 loss_bbox: 0.2838 2023/06/07 02:09:54 - mmengine - INFO - Epoch(train) [167][300/782] lr: 3.8893e-03 eta: 22:48:56 time: 0.4439 data_time: 0.0026 memory: 2282 loss: 0.4383 loss_cls: 0.1646 loss_bbox: 0.2737 2023/06/07 02:10:16 - mmengine - INFO - Epoch(train) [167][350/782] lr: 3.8884e-03 eta: 22:47:36 time: 0.4450 data_time: 0.0025 memory: 2282 loss: 0.4418 loss_cls: 0.1676 loss_bbox: 0.2742 2023/06/07 02:12:02 - mmengine - INFO - Epoch(train) [167][400/782] lr: 3.8875e-03 eta: 22:49:35 time: 2.1229 data_time: 0.0026 memory: 2282 loss: 0.4470 loss_cls: 0.1717 loss_bbox: 0.2753 2023/06/07 02:13:39 - mmengine - INFO - Epoch(train) [167][450/782] lr: 3.8867e-03 eta: 22:51:12 time: 1.9393 data_time: 0.0025 memory: 2282 loss: 0.4600 loss_cls: 0.1756 loss_bbox: 0.2845 2023/06/07 02:14:01 - mmengine - INFO - Epoch(train) [167][500/782] lr: 3.8858e-03 eta: 22:49:51 time: 0.4411 data_time: 0.0024 memory: 2282 loss: 0.4527 loss_cls: 0.1738 loss_bbox: 0.2789 2023/06/07 02:14:24 - mmengine - INFO - Epoch(train) [167][550/782] lr: 3.8849e-03 eta: 22:48:32 time: 0.4470 data_time: 0.0024 memory: 2282 loss: 0.4442 loss_cls: 0.1711 loss_bbox: 0.2731 2023/06/07 02:15:25 - mmengine - INFO - Epoch(train) [167][600/782] lr: 3.8841e-03 eta: 22:48:44 time: 1.2273 data_time: 0.0024 memory: 2282 loss: 0.4366 loss_cls: 0.1637 loss_bbox: 0.2729 2023/06/07 02:15:47 - mmengine - INFO - Epoch(train) [167][650/782] lr: 3.8832e-03 eta: 22:47:24 time: 0.4459 data_time: 0.0025 memory: 2282 loss: 0.4541 loss_cls: 0.1729 loss_bbox: 0.2812 2023/06/07 02:16:14 - mmengine - INFO - Epoch(train) [167][700/782] lr: 3.8823e-03 eta: 22:46:15 time: 0.5335 data_time: 0.0026 memory: 2282 loss: 0.4449 loss_cls: 0.1643 loss_bbox: 0.2806 2023/06/07 02:16:36 - mmengine - INFO - Epoch(train) [167][750/782] lr: 3.8814e-03 eta: 22:44:56 time: 0.4466 data_time: 0.0025 memory: 2282 loss: 0.4493 loss_cls: 0.1723 loss_bbox: 0.2770 2023/06/07 02:16:49 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:17:13 - mmengine - INFO - Epoch(train) [168][ 50/782] lr: 3.8800e-03 eta: 22:42:46 time: 0.4789 data_time: 0.0166 memory: 2282 loss: 0.4586 loss_cls: 0.1741 loss_bbox: 0.2845 2023/06/07 02:17:35 - mmengine - INFO - Epoch(train) [168][100/782] lr: 3.8791e-03 eta: 22:41:27 time: 0.4477 data_time: 0.0026 memory: 2282 loss: 0.4492 loss_cls: 0.1692 loss_bbox: 0.2800 2023/06/07 02:18:21 - mmengine - INFO - Epoch(train) [168][150/782] lr: 3.8782e-03 eta: 22:41:02 time: 0.9111 data_time: 0.0026 memory: 2282 loss: 0.4303 loss_cls: 0.1633 loss_bbox: 0.2669 2023/06/07 02:18:43 - mmengine - INFO - Epoch(train) [168][200/782] lr: 3.8773e-03 eta: 22:39:44 time: 0.4484 data_time: 0.0026 memory: 2282 loss: 0.4383 loss_cls: 0.1648 loss_bbox: 0.2735 2023/06/07 02:19:23 - mmengine - INFO - Epoch(train) [168][250/782] lr: 3.8764e-03 eta: 22:39:07 time: 0.8052 data_time: 0.0025 memory: 2282 loss: 0.4404 loss_cls: 0.1648 loss_bbox: 0.2756 2023/06/07 02:19:55 - mmengine - INFO - Epoch(train) [168][300/782] lr: 3.8755e-03 eta: 22:38:09 time: 0.6313 data_time: 0.0026 memory: 2282 loss: 0.4656 loss_cls: 0.1783 loss_bbox: 0.2873 2023/06/07 02:20:20 - mmengine - INFO - Epoch(train) [168][350/782] lr: 3.8746e-03 eta: 22:36:56 time: 0.4934 data_time: 0.0025 memory: 2282 loss: 0.4657 loss_cls: 0.1777 loss_bbox: 0.2880 2023/06/07 02:21:01 - mmengine - INFO - Epoch(train) [168][400/782] lr: 3.8737e-03 eta: 22:36:23 time: 0.8348 data_time: 0.0028 memory: 2282 loss: 0.4481 loss_cls: 0.1735 loss_bbox: 0.2746 2023/06/07 02:21:04 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:21:24 - mmengine - INFO - Epoch(train) [168][450/782] lr: 3.8727e-03 eta: 22:35:04 time: 0.4468 data_time: 0.0025 memory: 2282 loss: 0.4623 loss_cls: 0.1742 loss_bbox: 0.2882 2023/06/07 02:21:46 - mmengine - INFO - Epoch(train) [168][500/782] lr: 3.8718e-03 eta: 22:33:46 time: 0.4459 data_time: 0.0024 memory: 2282 loss: 0.4485 loss_cls: 0.1697 loss_bbox: 0.2789 2023/06/07 02:22:08 - mmengine - INFO - Epoch(train) [168][550/782] lr: 3.8709e-03 eta: 22:32:28 time: 0.4440 data_time: 0.0024 memory: 2282 loss: 0.4452 loss_cls: 0.1695 loss_bbox: 0.2757 2023/06/07 02:22:39 - mmengine - INFO - Epoch(train) [168][600/782] lr: 3.8700e-03 eta: 22:31:30 time: 0.6172 data_time: 0.0025 memory: 2282 loss: 0.4471 loss_cls: 0.1728 loss_bbox: 0.2743 2023/06/07 02:23:01 - mmengine - INFO - Epoch(train) [168][650/782] lr: 3.8691e-03 eta: 22:30:11 time: 0.4429 data_time: 0.0024 memory: 2282 loss: 0.4476 loss_cls: 0.1726 loss_bbox: 0.2749 2023/06/07 02:23:24 - mmengine - INFO - Epoch(train) [168][700/782] lr: 3.8681e-03 eta: 22:28:54 time: 0.4477 data_time: 0.0024 memory: 2282 loss: 0.4450 loss_cls: 0.1694 loss_bbox: 0.2756 2023/06/07 02:23:46 - mmengine - INFO - Epoch(train) [168][750/782] lr: 3.8672e-03 eta: 22:27:36 time: 0.4463 data_time: 0.0024 memory: 2282 loss: 0.4376 loss_cls: 0.1673 loss_bbox: 0.2703 2023/06/07 02:23:59 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:24:23 - mmengine - INFO - Epoch(train) [169][ 50/782] lr: 3.8657e-03 eta: 22:25:30 time: 0.4839 data_time: 0.0311 memory: 2282 loss: 0.4622 loss_cls: 0.1801 loss_bbox: 0.2821 2023/06/07 02:24:50 - mmengine - INFO - Epoch(train) [169][100/782] lr: 3.8647e-03 eta: 22:24:23 time: 0.5348 data_time: 0.1021 memory: 2282 loss: 0.4512 loss_cls: 0.1725 loss_bbox: 0.2787 2023/06/07 02:25:17 - mmengine - INFO - Epoch(train) [169][150/782] lr: 3.8638e-03 eta: 22:23:16 time: 0.5439 data_time: 0.0024 memory: 2282 loss: 0.4406 loss_cls: 0.1649 loss_bbox: 0.2757 2023/06/07 02:25:39 - mmengine - INFO - Epoch(train) [169][200/782] lr: 3.8628e-03 eta: 22:22:00 time: 0.4528 data_time: 0.0024 memory: 2282 loss: 0.4640 loss_cls: 0.1777 loss_bbox: 0.2863 2023/06/07 02:26:29 - mmengine - INFO - Epoch(train) [169][250/782] lr: 3.8619e-03 eta: 22:21:44 time: 0.9855 data_time: 0.0026 memory: 2282 loss: 0.4622 loss_cls: 0.1758 loss_bbox: 0.2863 2023/06/07 02:26:54 - mmengine - INFO - Epoch(train) [169][300/782] lr: 3.8609e-03 eta: 22:20:34 time: 0.5105 data_time: 0.0027 memory: 2282 loss: 0.4517 loss_cls: 0.1750 loss_bbox: 0.2767 2023/06/07 02:27:17 - mmengine - INFO - Epoch(train) [169][350/782] lr: 3.8600e-03 eta: 22:19:18 time: 0.4520 data_time: 0.0025 memory: 2282 loss: 0.4705 loss_cls: 0.1783 loss_bbox: 0.2922 2023/06/07 02:27:40 - mmengine - INFO - Epoch(train) [169][400/782] lr: 3.8590e-03 eta: 22:18:02 time: 0.4524 data_time: 0.0024 memory: 2282 loss: 0.4497 loss_cls: 0.1703 loss_bbox: 0.2794 2023/06/07 02:28:32 - mmengine - INFO - Epoch(train) [169][450/782] lr: 3.8580e-03 eta: 22:17:54 time: 1.0574 data_time: 0.0024 memory: 2282 loss: 0.4433 loss_cls: 0.1705 loss_bbox: 0.2727 2023/06/07 02:28:55 - mmengine - INFO - Epoch(train) [169][500/782] lr: 3.8571e-03 eta: 22:16:39 time: 0.4594 data_time: 0.0024 memory: 2282 loss: 0.4552 loss_cls: 0.1718 loss_bbox: 0.2834 2023/06/07 02:29:18 - mmengine - INFO - Epoch(train) [169][550/782] lr: 3.8561e-03 eta: 22:15:23 time: 0.4511 data_time: 0.0024 memory: 2282 loss: 0.4567 loss_cls: 0.1765 loss_bbox: 0.2802 2023/06/07 02:29:40 - mmengine - INFO - Epoch(train) [169][600/782] lr: 3.8551e-03 eta: 22:14:07 time: 0.4500 data_time: 0.0024 memory: 2282 loss: 0.4368 loss_cls: 0.1655 loss_bbox: 0.2713 2023/06/07 02:29:51 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:30:03 - mmengine - INFO - Epoch(train) [169][650/782] lr: 3.8542e-03 eta: 22:12:51 time: 0.4488 data_time: 0.0024 memory: 2282 loss: 0.4411 loss_cls: 0.1683 loss_bbox: 0.2728 2023/06/07 02:30:34 - mmengine - INFO - Epoch(train) [169][700/782] lr: 3.8532e-03 eta: 22:11:55 time: 0.6268 data_time: 0.0024 memory: 2282 loss: 0.4541 loss_cls: 0.1789 loss_bbox: 0.2751 2023/06/07 02:30:57 - mmengine - INFO - Epoch(train) [169][750/782] lr: 3.8522e-03 eta: 22:10:40 time: 0.4554 data_time: 0.0024 memory: 2282 loss: 0.4333 loss_cls: 0.1621 loss_bbox: 0.2712 2023/06/07 02:31:15 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:31:39 - mmengine - INFO - Epoch(train) [170][ 50/782] lr: 3.8506e-03 eta: 22:08:48 time: 0.4915 data_time: 0.0219 memory: 2282 loss: 0.4536 loss_cls: 0.1711 loss_bbox: 0.2825 2023/06/07 02:32:17 - mmengine - INFO - Epoch(train) [170][100/782] lr: 3.8496e-03 eta: 22:08:07 time: 0.7596 data_time: 0.0025 memory: 2282 loss: 0.4469 loss_cls: 0.1713 loss_bbox: 0.2755 2023/06/07 02:32:40 - mmengine - INFO - Epoch(train) [170][150/782] lr: 3.8486e-03 eta: 22:06:52 time: 0.4517 data_time: 0.0024 memory: 2282 loss: 0.4513 loss_cls: 0.1730 loss_bbox: 0.2783 2023/06/07 02:33:03 - mmengine - INFO - Epoch(train) [170][200/782] lr: 3.8476e-03 eta: 22:05:38 time: 0.4574 data_time: 0.0024 memory: 2282 loss: 0.4488 loss_cls: 0.1708 loss_bbox: 0.2780 2023/06/07 02:33:25 - mmengine - INFO - Epoch(train) [170][250/782] lr: 3.8466e-03 eta: 22:04:22 time: 0.4437 data_time: 0.0024 memory: 2282 loss: 0.4401 loss_cls: 0.1665 loss_bbox: 0.2737 2023/06/07 02:33:47 - mmengine - INFO - Epoch(train) [170][300/782] lr: 3.8456e-03 eta: 22:03:06 time: 0.4420 data_time: 0.0025 memory: 2282 loss: 0.4546 loss_cls: 0.1755 loss_bbox: 0.2791 2023/06/07 02:34:15 - mmengine - INFO - Epoch(train) [170][350/782] lr: 3.8446e-03 eta: 22:02:04 time: 0.5676 data_time: 0.0025 memory: 2282 loss: 0.4592 loss_cls: 0.1734 loss_bbox: 0.2857 2023/06/07 02:34:38 - mmengine - INFO - Epoch(train) [170][400/782] lr: 3.8436e-03 eta: 22:00:50 time: 0.4511 data_time: 0.0026 memory: 2282 loss: 0.4555 loss_cls: 0.1734 loss_bbox: 0.2821 2023/06/07 02:35:00 - mmengine - INFO - Epoch(train) [170][450/782] lr: 3.8426e-03 eta: 21:59:35 time: 0.4503 data_time: 0.0025 memory: 2282 loss: 0.4685 loss_cls: 0.1827 loss_bbox: 0.2858 2023/06/07 02:35:23 - mmengine - INFO - Epoch(train) [170][500/782] lr: 3.8415e-03 eta: 21:58:20 time: 0.4460 data_time: 0.0025 memory: 2282 loss: 0.4683 loss_cls: 0.1779 loss_bbox: 0.2903 2023/06/07 02:35:45 - mmengine - INFO - Epoch(train) [170][550/782] lr: 3.8405e-03 eta: 21:57:05 time: 0.4464 data_time: 0.0026 memory: 2282 loss: 0.4558 loss_cls: 0.1715 loss_bbox: 0.2843 2023/06/07 02:36:12 - mmengine - INFO - Epoch(train) [170][600/782] lr: 3.8395e-03 eta: 21:56:00 time: 0.5342 data_time: 0.0026 memory: 2282 loss: 0.4576 loss_cls: 0.1774 loss_bbox: 0.2802 2023/06/07 02:36:56 - mmengine - INFO - Epoch(train) [170][650/782] lr: 3.8385e-03 eta: 21:55:34 time: 0.8929 data_time: 0.0027 memory: 2282 loss: 0.4431 loss_cls: 0.1707 loss_bbox: 0.2724 2023/06/07 02:37:19 - mmengine - INFO - Epoch(train) [170][700/782] lr: 3.8374e-03 eta: 21:54:20 time: 0.4487 data_time: 0.0026 memory: 2282 loss: 0.4516 loss_cls: 0.1741 loss_bbox: 0.2774 2023/06/07 02:37:44 - mmengine - INFO - Epoch(train) [170][750/782] lr: 3.8364e-03 eta: 21:53:11 time: 0.4942 data_time: 0.0025 memory: 2282 loss: 0.4583 loss_cls: 0.1732 loss_bbox: 0.2852 2023/06/07 02:38:11 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:38:11 - mmengine - INFO - Saving checkpoint at 170 epochs 2023/06/07 02:38:19 - mmengine - INFO - Evaluating bbox... 2023/06/07 02:38:20 - mmengine - INFO - bbox_mAP_copypaste: 0.759 0.985 0.867 0.420 0.608 0.783 2023/06/07 02:38:20 - mmengine - INFO - Epoch(val) [170][43/43] coco/bbox_mAP: 0.7590 coco/bbox_mAP_50: 0.9850 coco/bbox_mAP_75: 0.8670 coco/bbox_mAP_s: 0.4200 coco/bbox_mAP_m: 0.6080 coco/bbox_mAP_l: 0.7830 data_time: 0.0211 time: 0.0464 2023/06/07 02:38:45 - mmengine - INFO - Epoch(train) [171][ 50/782] lr: 3.8347e-03 eta: 21:51:41 time: 0.4877 data_time: 0.0168 memory: 2282 loss: 0.4439 loss_cls: 0.1651 loss_bbox: 0.2789 2023/06/07 02:38:49 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:39:07 - mmengine - INFO - Epoch(train) [171][100/782] lr: 3.8337e-03 eta: 21:50:27 time: 0.4502 data_time: 0.0026 memory: 2282 loss: 0.4559 loss_cls: 0.1751 loss_bbox: 0.2809 2023/06/07 02:39:29 - mmengine - INFO - Epoch(train) [171][150/782] lr: 3.8326e-03 eta: 21:49:13 time: 0.4429 data_time: 0.0025 memory: 2282 loss: 0.4556 loss_cls: 0.1748 loss_bbox: 0.2808 2023/06/07 02:39:52 - mmengine - INFO - Epoch(train) [171][200/782] lr: 3.8316e-03 eta: 21:47:59 time: 0.4473 data_time: 0.0025 memory: 2282 loss: 0.4497 loss_cls: 0.1724 loss_bbox: 0.2774 2023/06/07 02:40:14 - mmengine - INFO - Epoch(train) [171][250/782] lr: 3.8305e-03 eta: 21:46:45 time: 0.4422 data_time: 0.0025 memory: 2282 loss: 0.4605 loss_cls: 0.1747 loss_bbox: 0.2858 2023/06/07 02:40:55 - mmengine - INFO - Epoch(train) [171][300/782] lr: 3.8295e-03 eta: 21:46:11 time: 0.8163 data_time: 0.0029 memory: 2282 loss: 0.4564 loss_cls: 0.1746 loss_bbox: 0.2818 2023/06/07 02:41:17 - mmengine - INFO - Epoch(train) [171][350/782] lr: 3.8284e-03 eta: 21:44:57 time: 0.4436 data_time: 0.0025 memory: 2282 loss: 0.4541 loss_cls: 0.1785 loss_bbox: 0.2756 2023/06/07 02:41:39 - mmengine - INFO - Epoch(train) [171][400/782] lr: 3.8274e-03 eta: 21:43:43 time: 0.4499 data_time: 0.0025 memory: 2282 loss: 0.4405 loss_cls: 0.1685 loss_bbox: 0.2720 2023/06/07 02:42:36 - mmengine - INFO - Epoch(train) [171][450/782] lr: 3.8263e-03 eta: 21:43:44 time: 1.1399 data_time: 0.0025 memory: 2282 loss: 0.4484 loss_cls: 0.1736 loss_bbox: 0.2747 2023/06/07 02:42:59 - mmengine - INFO - Epoch(train) [171][500/782] lr: 3.8253e-03 eta: 21:42:30 time: 0.4450 data_time: 0.0026 memory: 2282 loss: 0.4591 loss_cls: 0.1776 loss_bbox: 0.2815 2023/06/07 02:43:31 - mmengine - INFO - Epoch(train) [171][550/782] lr: 3.8242e-03 eta: 21:41:38 time: 0.6468 data_time: 0.0027 memory: 2282 loss: 0.4506 loss_cls: 0.1759 loss_bbox: 0.2746 2023/06/07 02:43:53 - mmengine - INFO - Epoch(train) [171][600/782] lr: 3.8231e-03 eta: 21:40:25 time: 0.4469 data_time: 0.0026 memory: 2282 loss: 0.4587 loss_cls: 0.1745 loss_bbox: 0.2842 2023/06/07 02:44:28 - mmengine - INFO - Epoch(train) [171][650/782] lr: 3.8220e-03 eta: 21:39:37 time: 0.6858 data_time: 0.0025 memory: 2282 loss: 0.4461 loss_cls: 0.1704 loss_bbox: 0.2758 2023/06/07 02:44:59 - mmengine - INFO - Epoch(train) [171][700/782] lr: 3.8210e-03 eta: 21:38:43 time: 0.6259 data_time: 0.0026 memory: 2282 loss: 0.4673 loss_cls: 0.1785 loss_bbox: 0.2888 2023/06/07 02:45:21 - mmengine - INFO - Epoch(train) [171][750/782] lr: 3.8199e-03 eta: 21:37:30 time: 0.4424 data_time: 0.0025 memory: 2282 loss: 0.4643 loss_cls: 0.1808 loss_bbox: 0.2836 2023/06/07 02:45:33 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:46:15 - mmengine - INFO - Epoch(train) [172][ 50/782] lr: 3.8181e-03 eta: 21:36:07 time: 0.8328 data_time: 0.0176 memory: 2282 loss: 0.4497 loss_cls: 0.1731 loss_bbox: 0.2766 2023/06/07 02:46:45 - mmengine - INFO - Epoch(train) [172][100/782] lr: 3.8170e-03 eta: 21:35:11 time: 0.6050 data_time: 0.0026 memory: 2282 loss: 0.4449 loss_cls: 0.1699 loss_bbox: 0.2750 2023/06/07 02:47:08 - mmengine - INFO - Epoch(train) [172][150/782] lr: 3.8159e-03 eta: 21:33:58 time: 0.4457 data_time: 0.0026 memory: 2282 loss: 0.4679 loss_cls: 0.1802 loss_bbox: 0.2877 2023/06/07 02:47:30 - mmengine - INFO - Epoch(train) [172][200/782] lr: 3.8148e-03 eta: 21:32:46 time: 0.4460 data_time: 0.0024 memory: 2282 loss: 0.4464 loss_cls: 0.1691 loss_bbox: 0.2773 2023/06/07 02:47:52 - mmengine - INFO - Epoch(train) [172][250/782] lr: 3.8137e-03 eta: 21:31:33 time: 0.4463 data_time: 0.0024 memory: 2282 loss: 0.4484 loss_cls: 0.1703 loss_bbox: 0.2782 2023/06/07 02:48:18 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:48:47 - mmengine - INFO - Epoch(train) [172][300/782] lr: 3.8126e-03 eta: 21:31:29 time: 1.1010 data_time: 0.0026 memory: 2282 loss: 0.4433 loss_cls: 0.1686 loss_bbox: 0.2746 2023/06/07 02:49:10 - mmengine - INFO - Epoch(train) [172][350/782] lr: 3.8115e-03 eta: 21:30:16 time: 0.4433 data_time: 0.0026 memory: 2282 loss: 0.4585 loss_cls: 0.1751 loss_bbox: 0.2834 2023/06/07 02:49:32 - mmengine - INFO - Epoch(train) [172][400/782] lr: 3.8104e-03 eta: 21:29:04 time: 0.4435 data_time: 0.0026 memory: 2282 loss: 0.4455 loss_cls: 0.1704 loss_bbox: 0.2751 2023/06/07 02:50:05 - mmengine - INFO - Epoch(train) [172][450/782] lr: 3.8093e-03 eta: 21:28:14 time: 0.6625 data_time: 0.0026 memory: 2282 loss: 0.4448 loss_cls: 0.1700 loss_bbox: 0.2748 2023/06/07 02:50:27 - mmengine - INFO - Epoch(train) [172][500/782] lr: 3.8082e-03 eta: 21:27:02 time: 0.4452 data_time: 0.0026 memory: 2282 loss: 0.4355 loss_cls: 0.1613 loss_bbox: 0.2742 2023/06/07 02:51:13 - mmengine - INFO - Epoch(train) [172][550/782] lr: 3.8071e-03 eta: 21:26:38 time: 0.9121 data_time: 0.0026 memory: 2282 loss: 0.4419 loss_cls: 0.1688 loss_bbox: 0.2731 2023/06/07 02:51:35 - mmengine - INFO - Epoch(train) [172][600/782] lr: 3.8060e-03 eta: 21:25:26 time: 0.4474 data_time: 0.0025 memory: 2282 loss: 0.4589 loss_cls: 0.1753 loss_bbox: 0.2835 2023/06/07 02:51:57 - mmengine - INFO - Epoch(train) [172][650/782] lr: 3.8049e-03 eta: 21:24:14 time: 0.4449 data_time: 0.0026 memory: 2282 loss: 0.4282 loss_cls: 0.1646 loss_bbox: 0.2636 2023/06/07 02:52:20 - mmengine - INFO - Epoch(train) [172][700/782] lr: 3.8037e-03 eta: 21:23:02 time: 0.4460 data_time: 0.0026 memory: 2282 loss: 0.4458 loss_cls: 0.1719 loss_bbox: 0.2738 2023/06/07 02:52:42 - mmengine - INFO - Epoch(train) [172][750/782] lr: 3.8026e-03 eta: 21:21:51 time: 0.4500 data_time: 0.0027 memory: 2282 loss: 0.4518 loss_cls: 0.1712 loss_bbox: 0.2806 2023/06/07 02:52:55 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:53:20 - mmengine - INFO - Epoch(train) [173][ 50/782] lr: 3.8007e-03 eta: 21:19:57 time: 0.5155 data_time: 0.0193 memory: 2282 loss: 0.4646 loss_cls: 0.1774 loss_bbox: 0.2872 2023/06/07 02:54:11 - mmengine - INFO - Epoch(train) [173][100/782] lr: 3.7996e-03 eta: 21:19:44 time: 1.0158 data_time: 0.0026 memory: 2282 loss: 0.4308 loss_cls: 0.1652 loss_bbox: 0.2657 2023/06/07 02:54:34 - mmengine - INFO - Epoch(train) [173][150/782] lr: 3.7985e-03 eta: 21:18:33 time: 0.4565 data_time: 0.0028 memory: 2282 loss: 0.4413 loss_cls: 0.1705 loss_bbox: 0.2708 2023/06/07 02:55:27 - mmengine - INFO - Epoch(train) [173][200/782] lr: 3.7973e-03 eta: 21:18:24 time: 1.0505 data_time: 0.0027 memory: 2282 loss: 0.4403 loss_cls: 0.1716 loss_bbox: 0.2687 2023/06/07 02:55:50 - mmengine - INFO - Epoch(train) [173][250/782] lr: 3.7962e-03 eta: 21:17:14 time: 0.4586 data_time: 0.0220 memory: 2282 loss: 0.4522 loss_cls: 0.1723 loss_bbox: 0.2799 2023/06/07 02:56:11 - mmengine - INFO - Epoch(train) [173][300/782] lr: 3.7950e-03 eta: 21:16:02 time: 0.4381 data_time: 0.0026 memory: 2282 loss: 0.4667 loss_cls: 0.1822 loss_bbox: 0.2845 2023/06/07 02:56:33 - mmengine - INFO - Epoch(train) [173][350/782] lr: 3.7939e-03 eta: 21:14:50 time: 0.4395 data_time: 0.0025 memory: 2282 loss: 0.4606 loss_cls: 0.1759 loss_bbox: 0.2847 2023/06/07 02:57:11 - mmengine - INFO - Epoch(train) [173][400/782] lr: 3.7927e-03 eta: 21:14:10 time: 0.7496 data_time: 0.0025 memory: 2282 loss: 0.4420 loss_cls: 0.1694 loss_bbox: 0.2726 2023/06/07 02:57:37 - mmengine - INFO - Epoch(train) [173][450/782] lr: 3.7916e-03 eta: 21:13:06 time: 0.5115 data_time: 0.0029 memory: 2282 loss: 0.4423 loss_cls: 0.1671 loss_bbox: 0.2753 2023/06/07 02:57:57 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 02:57:59 - mmengine - INFO - Epoch(train) [173][500/782] lr: 3.7904e-03 eta: 21:11:54 time: 0.4408 data_time: 0.0026 memory: 2282 loss: 0.4489 loss_cls: 0.1722 loss_bbox: 0.2767 2023/06/07 02:58:43 - mmengine - INFO - Epoch(train) [173][550/782] lr: 3.7892e-03 eta: 21:11:28 time: 0.8893 data_time: 0.0026 memory: 2282 loss: 0.4720 loss_cls: 0.1797 loss_bbox: 0.2922 2023/06/07 02:59:17 - mmengine - INFO - Epoch(train) [173][600/782] lr: 3.7881e-03 eta: 21:10:40 time: 0.6716 data_time: 0.0026 memory: 2282 loss: 0.4475 loss_cls: 0.1702 loss_bbox: 0.2773 2023/06/07 02:59:39 - mmengine - INFO - Epoch(train) [173][650/782] lr: 3.7869e-03 eta: 21:09:31 time: 0.4554 data_time: 0.0027 memory: 2282 loss: 0.4532 loss_cls: 0.1755 loss_bbox: 0.2777 2023/06/07 03:00:02 - mmengine - INFO - Epoch(train) [173][700/782] lr: 3.7857e-03 eta: 21:08:21 time: 0.4549 data_time: 0.0025 memory: 2282 loss: 0.4444 loss_cls: 0.1686 loss_bbox: 0.2758 2023/06/07 03:00:25 - mmengine - INFO - Epoch(train) [173][750/782] lr: 3.7846e-03 eta: 21:07:11 time: 0.4512 data_time: 0.0025 memory: 2282 loss: 0.4308 loss_cls: 0.1640 loss_bbox: 0.2668 2023/06/07 03:00:47 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:01:11 - mmengine - INFO - Epoch(train) [174][ 50/782] lr: 3.7826e-03 eta: 21:05:35 time: 0.4920 data_time: 0.0163 memory: 2282 loss: 0.4469 loss_cls: 0.1702 loss_bbox: 0.2767 2023/06/07 03:01:33 - mmengine - INFO - Epoch(train) [174][100/782] lr: 3.7814e-03 eta: 21:04:25 time: 0.4432 data_time: 0.0026 memory: 2282 loss: 0.4589 loss_cls: 0.1762 loss_bbox: 0.2827 2023/06/07 03:01:56 - mmengine - INFO - Epoch(train) [174][150/782] lr: 3.7803e-03 eta: 21:03:15 time: 0.4462 data_time: 0.0026 memory: 2282 loss: 0.4605 loss_cls: 0.1752 loss_bbox: 0.2853 2023/06/07 03:02:23 - mmengine - INFO - Epoch(train) [174][200/782] lr: 3.7791e-03 eta: 21:02:15 time: 0.5528 data_time: 0.0026 memory: 2282 loss: 0.4497 loss_cls: 0.1729 loss_bbox: 0.2768 2023/06/07 03:02:45 - mmengine - INFO - Epoch(train) [174][250/782] lr: 3.7779e-03 eta: 21:01:05 time: 0.4404 data_time: 0.0026 memory: 2282 loss: 0.4381 loss_cls: 0.1621 loss_bbox: 0.2760 2023/06/07 03:03:08 - mmengine - INFO - Epoch(train) [174][300/782] lr: 3.7767e-03 eta: 20:59:55 time: 0.4477 data_time: 0.0027 memory: 2282 loss: 0.4360 loss_cls: 0.1680 loss_bbox: 0.2680 2023/06/07 03:03:30 - mmengine - INFO - Epoch(train) [174][350/782] lr: 3.7755e-03 eta: 20:58:45 time: 0.4464 data_time: 0.0025 memory: 2282 loss: 0.4557 loss_cls: 0.1777 loss_bbox: 0.2780 2023/06/07 03:03:52 - mmengine - INFO - Epoch(train) [174][400/782] lr: 3.7743e-03 eta: 20:57:35 time: 0.4445 data_time: 0.0025 memory: 2282 loss: 0.4597 loss_cls: 0.1760 loss_bbox: 0.2838 2023/06/07 03:04:15 - mmengine - INFO - Epoch(train) [174][450/782] lr: 3.7731e-03 eta: 20:56:25 time: 0.4432 data_time: 0.0025 memory: 2282 loss: 0.4498 loss_cls: 0.1734 loss_bbox: 0.2764 2023/06/07 03:05:08 - mmengine - INFO - Epoch(train) [174][500/782] lr: 3.7719e-03 eta: 20:56:17 time: 1.0641 data_time: 0.0025 memory: 2282 loss: 0.4412 loss_cls: 0.1648 loss_bbox: 0.2764 2023/06/07 03:06:08 - mmengine - INFO - Epoch(train) [174][550/782] lr: 3.7707e-03 eta: 20:56:23 time: 1.2075 data_time: 0.0025 memory: 2282 loss: 0.4354 loss_cls: 0.1636 loss_bbox: 0.2717 2023/06/07 03:06:31 - mmengine - INFO - Epoch(train) [174][600/782] lr: 3.7694e-03 eta: 20:55:13 time: 0.4446 data_time: 0.0024 memory: 2282 loss: 0.4475 loss_cls: 0.1710 loss_bbox: 0.2765 2023/06/07 03:07:08 - mmengine - INFO - Epoch(train) [174][650/782] lr: 3.7682e-03 eta: 20:54:34 time: 0.7543 data_time: 0.0024 memory: 2282 loss: 0.4547 loss_cls: 0.1734 loss_bbox: 0.2813 2023/06/07 03:07:39 - mmengine - INFO - Epoch(train) [174][700/782] lr: 3.7670e-03 eta: 20:53:41 time: 0.6130 data_time: 0.0025 memory: 2282 loss: 0.4378 loss_cls: 0.1636 loss_bbox: 0.2742 2023/06/07 03:07:56 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:08:41 - mmengine - INFO - Epoch(train) [174][750/782] lr: 3.7658e-03 eta: 20:53:50 time: 1.2343 data_time: 0.0025 memory: 2282 loss: 0.4414 loss_cls: 0.1674 loss_bbox: 0.2740 2023/06/07 03:08:53 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:09:17 - mmengine - INFO - Epoch(train) [175][ 50/782] lr: 3.7638e-03 eta: 20:51:56 time: 0.4886 data_time: 0.0193 memory: 2282 loss: 0.4475 loss_cls: 0.1693 loss_bbox: 0.2782 2023/06/07 03:09:46 - mmengine - INFO - Epoch(train) [175][100/782] lr: 3.7625e-03 eta: 20:50:59 time: 0.5658 data_time: 0.0027 memory: 2282 loss: 0.4536 loss_cls: 0.1741 loss_bbox: 0.2795 2023/06/07 03:10:09 - mmengine - INFO - Epoch(train) [175][150/782] lr: 3.7613e-03 eta: 20:49:51 time: 0.4599 data_time: 0.0024 memory: 2282 loss: 0.4459 loss_cls: 0.1676 loss_bbox: 0.2783 2023/06/07 03:10:31 - mmengine - INFO - Epoch(train) [175][200/782] lr: 3.7601e-03 eta: 20:48:41 time: 0.4422 data_time: 0.0023 memory: 2282 loss: 0.4478 loss_cls: 0.1739 loss_bbox: 0.2739 2023/06/07 03:10:54 - mmengine - INFO - Epoch(train) [175][250/782] lr: 3.7588e-03 eta: 20:47:35 time: 0.4728 data_time: 0.0023 memory: 2282 loss: 0.4556 loss_cls: 0.1714 loss_bbox: 0.2841 2023/06/07 03:11:25 - mmengine - INFO - Epoch(train) [175][300/782] lr: 3.7576e-03 eta: 20:46:41 time: 0.6031 data_time: 0.0027 memory: 2282 loss: 0.4327 loss_cls: 0.1650 loss_bbox: 0.2678 2023/06/07 03:11:47 - mmengine - INFO - Epoch(train) [175][350/782] lr: 3.7564e-03 eta: 20:45:32 time: 0.4420 data_time: 0.0027 memory: 2282 loss: 0.4535 loss_cls: 0.1724 loss_bbox: 0.2811 2023/06/07 03:12:09 - mmengine - INFO - Epoch(train) [175][400/782] lr: 3.7551e-03 eta: 20:44:24 time: 0.4534 data_time: 0.0029 memory: 2282 loss: 0.4554 loss_cls: 0.1742 loss_bbox: 0.2812 2023/06/07 03:12:32 - mmengine - INFO - Epoch(train) [175][450/782] lr: 3.7539e-03 eta: 20:43:16 time: 0.4512 data_time: 0.0028 memory: 2282 loss: 0.4429 loss_cls: 0.1669 loss_bbox: 0.2760 2023/06/07 03:13:16 - mmengine - INFO - Epoch(train) [175][500/782] lr: 3.7526e-03 eta: 20:42:50 time: 0.8837 data_time: 0.0028 memory: 2282 loss: 0.4636 loss_cls: 0.1802 loss_bbox: 0.2834 2023/06/07 03:13:38 - mmengine - INFO - Epoch(train) [175][550/782] lr: 3.7513e-03 eta: 20:41:41 time: 0.4403 data_time: 0.0023 memory: 2282 loss: 0.4530 loss_cls: 0.1735 loss_bbox: 0.2796 2023/06/07 03:14:09 - mmengine - INFO - Epoch(train) [175][600/782] lr: 3.7501e-03 eta: 20:40:50 time: 0.6234 data_time: 0.1883 memory: 2282 loss: 0.4434 loss_cls: 0.1686 loss_bbox: 0.2748 2023/06/07 03:14:32 - mmengine - INFO - Epoch(train) [175][650/782] lr: 3.7488e-03 eta: 20:39:41 time: 0.4431 data_time: 0.0024 memory: 2282 loss: 0.4405 loss_cls: 0.1683 loss_bbox: 0.2723 2023/06/07 03:15:10 - mmengine - INFO - Epoch(train) [175][700/782] lr: 3.7476e-03 eta: 20:39:04 time: 0.7700 data_time: 0.0025 memory: 2282 loss: 0.4389 loss_cls: 0.1672 loss_bbox: 0.2717 2023/06/07 03:15:33 - mmengine - INFO - Epoch(train) [175][750/782] lr: 3.7463e-03 eta: 20:37:56 time: 0.4467 data_time: 0.0026 memory: 2282 loss: 0.4543 loss_cls: 0.1767 loss_bbox: 0.2776 2023/06/07 03:15:45 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:16:10 - mmengine - INFO - Epoch(train) [176][ 50/782] lr: 3.7442e-03 eta: 20:36:05 time: 0.4868 data_time: 0.0186 memory: 2282 loss: 0.4489 loss_cls: 0.1761 loss_bbox: 0.2728 2023/06/07 03:16:32 - mmengine - INFO - Epoch(train) [176][100/782] lr: 3.7429e-03 eta: 20:34:57 time: 0.4463 data_time: 0.0026 memory: 2282 loss: 0.4375 loss_cls: 0.1660 loss_bbox: 0.2715 2023/06/07 03:16:54 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:16:54 - mmengine - INFO - Epoch(train) [176][150/782] lr: 3.7416e-03 eta: 20:33:49 time: 0.4383 data_time: 0.0025 memory: 2282 loss: 0.4575 loss_cls: 0.1735 loss_bbox: 0.2839 2023/06/07 03:17:17 - mmengine - INFO - Epoch(train) [176][200/782] lr: 3.7404e-03 eta: 20:32:42 time: 0.4528 data_time: 0.0027 memory: 2282 loss: 0.4435 loss_cls: 0.1709 loss_bbox: 0.2725 2023/06/07 03:17:39 - mmengine - INFO - Epoch(train) [176][250/782] lr: 3.7391e-03 eta: 20:31:34 time: 0.4434 data_time: 0.0026 memory: 2282 loss: 0.4358 loss_cls: 0.1675 loss_bbox: 0.2683 2023/06/07 03:18:01 - mmengine - INFO - Epoch(train) [176][300/782] lr: 3.7378e-03 eta: 20:30:26 time: 0.4418 data_time: 0.0026 memory: 2282 loss: 0.4418 loss_cls: 0.1669 loss_bbox: 0.2749 2023/06/07 03:18:23 - mmengine - INFO - Epoch(train) [176][350/782] lr: 3.7365e-03 eta: 20:29:18 time: 0.4486 data_time: 0.0028 memory: 2282 loss: 0.4427 loss_cls: 0.1675 loss_bbox: 0.2752 2023/06/07 03:19:23 - mmengine - INFO - Epoch(train) [176][400/782] lr: 3.7352e-03 eta: 20:29:21 time: 1.1841 data_time: 0.0026 memory: 2282 loss: 0.4500 loss_cls: 0.1713 loss_bbox: 0.2787 2023/06/07 03:19:45 - mmengine - INFO - Epoch(train) [176][450/782] lr: 3.7339e-03 eta: 20:28:14 time: 0.4501 data_time: 0.0025 memory: 2282 loss: 0.4538 loss_cls: 0.1750 loss_bbox: 0.2788 2023/06/07 03:20:07 - mmengine - INFO - Epoch(train) [176][500/782] lr: 3.7326e-03 eta: 20:27:07 time: 0.4457 data_time: 0.0025 memory: 2282 loss: 0.4446 loss_cls: 0.1728 loss_bbox: 0.2719 2023/06/07 03:20:51 - mmengine - INFO - Epoch(train) [176][550/782] lr: 3.7313e-03 eta: 20:26:40 time: 0.8792 data_time: 0.4397 memory: 2282 loss: 0.4472 loss_cls: 0.1726 loss_bbox: 0.2746 2023/06/07 03:21:14 - mmengine - INFO - Epoch(train) [176][600/782] lr: 3.7300e-03 eta: 20:25:34 time: 0.4538 data_time: 0.0025 memory: 2282 loss: 0.4621 loss_cls: 0.1797 loss_bbox: 0.2823 2023/06/07 03:21:42 - mmengine - INFO - Epoch(train) [176][650/782] lr: 3.7287e-03 eta: 20:24:37 time: 0.5609 data_time: 0.0025 memory: 2282 loss: 0.4433 loss_cls: 0.1676 loss_bbox: 0.2757 2023/06/07 03:22:05 - mmengine - INFO - Epoch(train) [176][700/782] lr: 3.7274e-03 eta: 20:23:31 time: 0.4502 data_time: 0.0026 memory: 2282 loss: 0.4320 loss_cls: 0.1665 loss_bbox: 0.2656 2023/06/07 03:22:27 - mmengine - INFO - Epoch(train) [176][750/782] lr: 3.7261e-03 eta: 20:22:24 time: 0.4483 data_time: 0.0025 memory: 2282 loss: 0.4412 loss_cls: 0.1672 loss_bbox: 0.2740 2023/06/07 03:22:51 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:23:15 - mmengine - INFO - Epoch(train) [177][ 50/782] lr: 3.7239e-03 eta: 20:20:56 time: 0.4887 data_time: 0.0197 memory: 2282 loss: 0.4525 loss_cls: 0.1753 loss_bbox: 0.2772 2023/06/07 03:25:13 - mmengine - INFO - Epoch(train) [177][100/782] lr: 3.7226e-03 eta: 20:22:48 time: 2.3540 data_time: 0.0025 memory: 2282 loss: 0.4360 loss_cls: 0.1640 loss_bbox: 0.2720 2023/06/07 03:25:35 - mmengine - INFO - Epoch(train) [177][150/782] lr: 3.7213e-03 eta: 20:21:41 time: 0.4451 data_time: 0.0025 memory: 2282 loss: 0.4424 loss_cls: 0.1688 loss_bbox: 0.2736 2023/06/07 03:25:57 - mmengine - INFO - Epoch(train) [177][200/782] lr: 3.7199e-03 eta: 20:20:34 time: 0.4437 data_time: 0.0025 memory: 2282 loss: 0.4486 loss_cls: 0.1708 loss_bbox: 0.2778 2023/06/07 03:26:20 - mmengine - INFO - Epoch(train) [177][250/782] lr: 3.7186e-03 eta: 20:19:27 time: 0.4462 data_time: 0.0026 memory: 2282 loss: 0.4251 loss_cls: 0.1600 loss_bbox: 0.2652 2023/06/07 03:26:42 - mmengine - INFO - Epoch(train) [177][300/782] lr: 3.7173e-03 eta: 20:18:20 time: 0.4442 data_time: 0.0026 memory: 2282 loss: 0.4456 loss_cls: 0.1676 loss_bbox: 0.2780 2023/06/07 03:27:04 - mmengine - INFO - Epoch(train) [177][350/782] lr: 3.7159e-03 eta: 20:17:13 time: 0.4442 data_time: 0.0027 memory: 2282 loss: 0.4512 loss_cls: 0.1742 loss_bbox: 0.2770 2023/06/07 03:27:13 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:27:27 - mmengine - INFO - Epoch(train) [177][400/782] lr: 3.7146e-03 eta: 20:16:07 time: 0.4500 data_time: 0.0027 memory: 2282 loss: 0.4416 loss_cls: 0.1668 loss_bbox: 0.2748 2023/06/07 03:27:57 - mmengine - INFO - Epoch(train) [177][450/782] lr: 3.7132e-03 eta: 20:15:16 time: 0.6123 data_time: 0.0026 memory: 2282 loss: 0.4449 loss_cls: 0.1676 loss_bbox: 0.2773 2023/06/07 03:28:20 - mmengine - INFO - Epoch(train) [177][500/782] lr: 3.7119e-03 eta: 20:14:09 time: 0.4460 data_time: 0.0025 memory: 2282 loss: 0.4343 loss_cls: 0.1660 loss_bbox: 0.2684 2023/06/07 03:28:42 - mmengine - INFO - Epoch(train) [177][550/782] lr: 3.7105e-03 eta: 20:13:03 time: 0.4474 data_time: 0.0026 memory: 2282 loss: 0.4394 loss_cls: 0.1636 loss_bbox: 0.2758 2023/06/07 03:29:10 - mmengine - INFO - Epoch(train) [177][600/782] lr: 3.7092e-03 eta: 20:12:07 time: 0.5560 data_time: 0.1133 memory: 2282 loss: 0.4485 loss_cls: 0.1711 loss_bbox: 0.2774 2023/06/07 03:29:32 - mmengine - INFO - Epoch(train) [177][650/782] lr: 3.7078e-03 eta: 20:11:01 time: 0.4469 data_time: 0.0028 memory: 2282 loss: 0.4530 loss_cls: 0.1736 loss_bbox: 0.2794 2023/06/07 03:29:57 - mmengine - INFO - Epoch(train) [177][700/782] lr: 3.7065e-03 eta: 20:09:59 time: 0.4899 data_time: 0.0027 memory: 2282 loss: 0.4536 loss_cls: 0.1738 loss_bbox: 0.2798 2023/06/07 03:30:19 - mmengine - INFO - Epoch(train) [177][750/782] lr: 3.7051e-03 eta: 20:08:54 time: 0.4528 data_time: 0.0028 memory: 2282 loss: 0.4474 loss_cls: 0.1730 loss_bbox: 0.2745 2023/06/07 03:30:32 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:31:15 - mmengine - INFO - Epoch(train) [178][ 50/782] lr: 3.7029e-03 eta: 20:07:41 time: 0.8742 data_time: 0.0164 memory: 2282 loss: 0.4355 loss_cls: 0.1661 loss_bbox: 0.2694 2023/06/07 03:31:38 - mmengine - INFO - Epoch(train) [178][100/782] lr: 3.7015e-03 eta: 20:06:35 time: 0.4504 data_time: 0.0026 memory: 2282 loss: 0.4512 loss_cls: 0.1708 loss_bbox: 0.2804 2023/06/07 03:32:00 - mmengine - INFO - Epoch(train) [178][150/782] lr: 3.7001e-03 eta: 20:05:30 time: 0.4486 data_time: 0.0025 memory: 2282 loss: 0.4365 loss_cls: 0.1660 loss_bbox: 0.2704 2023/06/07 03:32:23 - mmengine - INFO - Epoch(train) [178][200/782] lr: 3.6988e-03 eta: 20:04:24 time: 0.4445 data_time: 0.0025 memory: 2282 loss: 0.4527 loss_cls: 0.1746 loss_bbox: 0.2781 2023/06/07 03:32:45 - mmengine - INFO - Epoch(train) [178][250/782] lr: 3.6974e-03 eta: 20:03:18 time: 0.4451 data_time: 0.0026 memory: 2282 loss: 0.4398 loss_cls: 0.1656 loss_bbox: 0.2743 2023/06/07 03:33:07 - mmengine - INFO - Epoch(train) [178][300/782] lr: 3.6960e-03 eta: 20:02:12 time: 0.4416 data_time: 0.0026 memory: 2282 loss: 0.4548 loss_cls: 0.1736 loss_bbox: 0.2813 2023/06/07 03:33:29 - mmengine - INFO - Epoch(train) [178][350/782] lr: 3.6946e-03 eta: 20:01:07 time: 0.4428 data_time: 0.0024 memory: 2282 loss: 0.4496 loss_cls: 0.1691 loss_bbox: 0.2805 2023/06/07 03:33:57 - mmengine - INFO - Epoch(train) [178][400/782] lr: 3.6933e-03 eta: 20:00:12 time: 0.5676 data_time: 0.0024 memory: 2282 loss: 0.4343 loss_cls: 0.1649 loss_bbox: 0.2695 2023/06/07 03:34:20 - mmengine - INFO - Epoch(train) [178][450/782] lr: 3.6919e-03 eta: 19:59:07 time: 0.4482 data_time: 0.0025 memory: 2282 loss: 0.4458 loss_cls: 0.1703 loss_bbox: 0.2754 2023/06/07 03:34:42 - mmengine - INFO - Epoch(train) [178][500/782] lr: 3.6905e-03 eta: 19:58:02 time: 0.4443 data_time: 0.0024 memory: 2282 loss: 0.4499 loss_cls: 0.1729 loss_bbox: 0.2770 2023/06/07 03:35:04 - mmengine - INFO - Epoch(train) [178][550/782] lr: 3.6891e-03 eta: 19:56:56 time: 0.4436 data_time: 0.0024 memory: 2282 loss: 0.4507 loss_cls: 0.1682 loss_bbox: 0.2826 2023/06/07 03:35:29 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:35:36 - mmengine - INFO - Epoch(train) [178][600/782] lr: 3.6877e-03 eta: 19:56:07 time: 0.6243 data_time: 0.0026 memory: 2282 loss: 0.4496 loss_cls: 0.1749 loss_bbox: 0.2747 2023/06/07 03:35:58 - mmengine - INFO - Epoch(train) [178][650/782] lr: 3.6863e-03 eta: 19:55:02 time: 0.4411 data_time: 0.0025 memory: 2282 loss: 0.4342 loss_cls: 0.1627 loss_bbox: 0.2715 2023/06/07 03:36:20 - mmengine - INFO - Epoch(train) [178][700/782] lr: 3.6849e-03 eta: 19:53:56 time: 0.4390 data_time: 0.0026 memory: 2282 loss: 0.4431 loss_cls: 0.1685 loss_bbox: 0.2746 2023/06/07 03:36:42 - mmengine - INFO - Epoch(train) [178][750/782] lr: 3.6835e-03 eta: 19:52:51 time: 0.4430 data_time: 0.0026 memory: 2282 loss: 0.4438 loss_cls: 0.1623 loss_bbox: 0.2815 2023/06/07 03:37:13 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:37:39 - mmengine - INFO - Epoch(train) [179][ 50/782] lr: 3.6812e-03 eta: 19:51:42 time: 0.5098 data_time: 0.0172 memory: 2282 loss: 0.4471 loss_cls: 0.1705 loss_bbox: 0.2766 2023/06/07 03:38:12 - mmengine - INFO - Epoch(train) [179][100/782] lr: 3.6798e-03 eta: 19:50:57 time: 0.6639 data_time: 0.2213 memory: 2282 loss: 0.4513 loss_cls: 0.1775 loss_bbox: 0.2738 2023/06/07 03:39:06 - mmengine - INFO - Epoch(train) [179][150/782] lr: 3.6783e-03 eta: 19:50:48 time: 1.0700 data_time: 0.0027 memory: 2282 loss: 0.4498 loss_cls: 0.1724 loss_bbox: 0.2774 2023/06/07 03:39:28 - mmengine - INFO - Epoch(train) [179][200/782] lr: 3.6769e-03 eta: 19:49:44 time: 0.4479 data_time: 0.0025 memory: 2282 loss: 0.4523 loss_cls: 0.1739 loss_bbox: 0.2785 2023/06/07 03:39:50 - mmengine - INFO - Epoch(train) [179][250/782] lr: 3.6755e-03 eta: 19:48:38 time: 0.4389 data_time: 0.0025 memory: 2282 loss: 0.4521 loss_cls: 0.1727 loss_bbox: 0.2795 2023/06/07 03:40:13 - mmengine - INFO - Epoch(train) [179][300/782] lr: 3.6741e-03 eta: 19:47:34 time: 0.4491 data_time: 0.0025 memory: 2282 loss: 0.4380 loss_cls: 0.1677 loss_bbox: 0.2702 2023/06/07 03:40:35 - mmengine - INFO - Epoch(train) [179][350/782] lr: 3.6727e-03 eta: 19:46:30 time: 0.4423 data_time: 0.0024 memory: 2282 loss: 0.4577 loss_cls: 0.1757 loss_bbox: 0.2820 2023/06/07 03:40:57 - mmengine - INFO - Epoch(train) [179][400/782] lr: 3.6712e-03 eta: 19:45:25 time: 0.4467 data_time: 0.0026 memory: 2282 loss: 0.4418 loss_cls: 0.1704 loss_bbox: 0.2715 2023/06/07 03:41:20 - mmengine - INFO - Epoch(train) [179][450/782] lr: 3.6698e-03 eta: 19:44:21 time: 0.4509 data_time: 0.0025 memory: 2282 loss: 0.4612 loss_cls: 0.1743 loss_bbox: 0.2868 2023/06/07 03:41:42 - mmengine - INFO - Epoch(train) [179][500/782] lr: 3.6684e-03 eta: 19:43:18 time: 0.4496 data_time: 0.0026 memory: 2282 loss: 0.4422 loss_cls: 0.1716 loss_bbox: 0.2706 2023/06/07 03:42:04 - mmengine - INFO - Epoch(train) [179][550/782] lr: 3.6669e-03 eta: 19:42:13 time: 0.4443 data_time: 0.0025 memory: 2282 loss: 0.4365 loss_cls: 0.1673 loss_bbox: 0.2692 2023/06/07 03:42:27 - mmengine - INFO - Epoch(train) [179][600/782] lr: 3.6655e-03 eta: 19:41:10 time: 0.4574 data_time: 0.0028 memory: 2282 loss: 0.4588 loss_cls: 0.1774 loss_bbox: 0.2814 2023/06/07 03:42:53 - mmengine - INFO - Epoch(train) [179][650/782] lr: 3.6640e-03 eta: 19:40:12 time: 0.5074 data_time: 0.0587 memory: 2282 loss: 0.4493 loss_cls: 0.1720 loss_bbox: 0.2773 2023/06/07 03:43:15 - mmengine - INFO - Epoch(train) [179][700/782] lr: 3.6626e-03 eta: 19:39:08 time: 0.4494 data_time: 0.0028 memory: 2282 loss: 0.4496 loss_cls: 0.1727 loss_bbox: 0.2769 2023/06/07 03:43:45 - mmengine - INFO - Epoch(train) [179][750/782] lr: 3.6611e-03 eta: 19:38:17 time: 0.5907 data_time: 0.0360 memory: 2282 loss: 0.4537 loss_cls: 0.1734 loss_bbox: 0.2803 2023/06/07 03:43:57 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:44:08 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:44:22 - mmengine - INFO - Epoch(train) [180][ 50/782] lr: 3.6588e-03 eta: 19:36:33 time: 0.4898 data_time: 0.0180 memory: 2282 loss: 0.4541 loss_cls: 0.1734 loss_bbox: 0.2807 2023/06/07 03:44:45 - mmengine - INFO - Epoch(train) [180][100/782] lr: 3.6573e-03 eta: 19:35:31 time: 0.4578 data_time: 0.0028 memory: 2282 loss: 0.4569 loss_cls: 0.1772 loss_bbox: 0.2798 2023/06/07 03:45:07 - mmengine - INFO - Epoch(train) [180][150/782] lr: 3.6558e-03 eta: 19:34:27 time: 0.4483 data_time: 0.0026 memory: 2282 loss: 0.4503 loss_cls: 0.1714 loss_bbox: 0.2790 2023/06/07 03:45:29 - mmengine - INFO - Epoch(train) [180][200/782] lr: 3.6544e-03 eta: 19:33:24 time: 0.4490 data_time: 0.0026 memory: 2282 loss: 0.4381 loss_cls: 0.1656 loss_bbox: 0.2725 2023/06/07 03:46:04 - mmengine - INFO - Epoch(train) [180][250/782] lr: 3.6529e-03 eta: 19:32:43 time: 0.6967 data_time: 0.2548 memory: 2282 loss: 0.4488 loss_cls: 0.1718 loss_bbox: 0.2770 2023/06/07 03:47:13 - mmengine - INFO - Epoch(train) [180][300/782] lr: 3.6515e-03 eta: 19:33:00 time: 1.3736 data_time: 0.7008 memory: 2282 loss: 0.4555 loss_cls: 0.1739 loss_bbox: 0.2817 2023/06/07 03:47:35 - mmengine - INFO - Epoch(train) [180][350/782] lr: 3.6500e-03 eta: 19:31:57 time: 0.4465 data_time: 0.0026 memory: 2282 loss: 0.4577 loss_cls: 0.1715 loss_bbox: 0.2862 2023/06/07 03:48:05 - mmengine - INFO - Epoch(train) [180][400/782] lr: 3.6485e-03 eta: 19:31:06 time: 0.5914 data_time: 0.0026 memory: 2282 loss: 0.4461 loss_cls: 0.1755 loss_bbox: 0.2706 2023/06/07 03:48:27 - mmengine - INFO - Epoch(train) [180][450/782] lr: 3.6470e-03 eta: 19:30:02 time: 0.4410 data_time: 0.0026 memory: 2282 loss: 0.4545 loss_cls: 0.1732 loss_bbox: 0.2813 2023/06/07 03:48:49 - mmengine - INFO - Epoch(train) [180][500/782] lr: 3.6456e-03 eta: 19:28:59 time: 0.4391 data_time: 0.0025 memory: 2282 loss: 0.4525 loss_cls: 0.1704 loss_bbox: 0.2821 2023/06/07 03:49:11 - mmengine - INFO - Epoch(train) [180][550/782] lr: 3.6441e-03 eta: 19:27:56 time: 0.4477 data_time: 0.0026 memory: 2282 loss: 0.4573 loss_cls: 0.1745 loss_bbox: 0.2829 2023/06/07 03:49:34 - mmengine - INFO - Epoch(train) [180][600/782] lr: 3.6426e-03 eta: 19:26:53 time: 0.4437 data_time: 0.0025 memory: 2282 loss: 0.4395 loss_cls: 0.1649 loss_bbox: 0.2746 2023/06/07 03:49:56 - mmengine - INFO - Epoch(train) [180][650/782] lr: 3.6411e-03 eta: 19:25:50 time: 0.4461 data_time: 0.0026 memory: 2282 loss: 0.4472 loss_cls: 0.1713 loss_bbox: 0.2759 2023/06/07 03:50:46 - mmengine - INFO - Epoch(train) [180][700/782] lr: 3.6396e-03 eta: 19:25:35 time: 1.0029 data_time: 0.0027 memory: 2282 loss: 0.4606 loss_cls: 0.1799 loss_bbox: 0.2807 2023/06/07 03:51:13 - mmengine - INFO - Epoch(train) [180][750/782] lr: 3.6381e-03 eta: 19:24:39 time: 0.5310 data_time: 0.0025 memory: 2282 loss: 0.4507 loss_cls: 0.1717 loss_bbox: 0.2790 2023/06/07 03:51:26 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:51:26 - mmengine - INFO - Saving checkpoint at 180 epochs 2023/06/07 03:51:29 - mmengine - INFO - Evaluating bbox... 2023/06/07 03:51:31 - mmengine - INFO - bbox_mAP_copypaste: 0.754 0.985 0.861 0.415 0.603 0.778 2023/06/07 03:51:31 - mmengine - INFO - Epoch(val) [180][43/43] coco/bbox_mAP: 0.7540 coco/bbox_mAP_50: 0.9850 coco/bbox_mAP_75: 0.8610 coco/bbox_mAP_s: 0.4150 coco/bbox_mAP_m: 0.6030 coco/bbox_mAP_l: 0.7780 data_time: 0.0284 time: 0.0544 2023/06/07 03:51:55 - mmengine - INFO - Epoch(train) [181][ 50/782] lr: 3.6357e-03 eta: 19:22:58 time: 0.4870 data_time: 0.0260 memory: 2282 loss: 0.4592 loss_cls: 0.1766 loss_bbox: 0.2827 2023/06/07 03:52:38 - mmengine - INFO - Epoch(train) [181][100/782] lr: 3.6342e-03 eta: 19:22:30 time: 0.8587 data_time: 0.0025 memory: 2282 loss: 0.4381 loss_cls: 0.1644 loss_bbox: 0.2737 2023/06/07 03:53:01 - mmengine - INFO - Epoch(train) [181][150/782] lr: 3.6327e-03 eta: 19:21:28 time: 0.4560 data_time: 0.0025 memory: 2282 loss: 0.4493 loss_cls: 0.1687 loss_bbox: 0.2805 2023/06/07 03:53:23 - mmengine - INFO - Epoch(train) [181][200/782] lr: 3.6312e-03 eta: 19:20:25 time: 0.4414 data_time: 0.0025 memory: 2282 loss: 0.4540 loss_cls: 0.1699 loss_bbox: 0.2841 2023/06/07 03:53:41 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:53:45 - mmengine - INFO - Epoch(train) [181][250/782] lr: 3.6297e-03 eta: 19:19:23 time: 0.4469 data_time: 0.0025 memory: 2282 loss: 0.4363 loss_cls: 0.1628 loss_bbox: 0.2735 2023/06/07 03:54:07 - mmengine - INFO - Epoch(train) [181][300/782] lr: 3.6281e-03 eta: 19:18:20 time: 0.4436 data_time: 0.0025 memory: 2282 loss: 0.4332 loss_cls: 0.1621 loss_bbox: 0.2711 2023/06/07 03:54:30 - mmengine - INFO - Epoch(train) [181][350/782] lr: 3.6266e-03 eta: 19:17:18 time: 0.4506 data_time: 0.0025 memory: 2282 loss: 0.4530 loss_cls: 0.1746 loss_bbox: 0.2784 2023/06/07 03:54:56 - mmengine - INFO - Epoch(train) [181][400/782] lr: 3.6251e-03 eta: 19:16:22 time: 0.5150 data_time: 0.0809 memory: 2282 loss: 0.4466 loss_cls: 0.1739 loss_bbox: 0.2727 2023/06/07 03:55:18 - mmengine - INFO - Epoch(train) [181][450/782] lr: 3.6236e-03 eta: 19:15:19 time: 0.4423 data_time: 0.0025 memory: 2282 loss: 0.4305 loss_cls: 0.1660 loss_bbox: 0.2645 2023/06/07 03:55:40 - mmengine - INFO - Epoch(train) [181][500/782] lr: 3.6221e-03 eta: 19:14:17 time: 0.4435 data_time: 0.0025 memory: 2282 loss: 0.4411 loss_cls: 0.1698 loss_bbox: 0.2713 2023/06/07 03:56:02 - mmengine - INFO - Epoch(train) [181][550/782] lr: 3.6205e-03 eta: 19:13:15 time: 0.4447 data_time: 0.0025 memory: 2282 loss: 0.4354 loss_cls: 0.1659 loss_bbox: 0.2696 2023/06/07 03:56:24 - mmengine - INFO - Epoch(train) [181][600/782] lr: 3.6190e-03 eta: 19:12:12 time: 0.4386 data_time: 0.0025 memory: 2282 loss: 0.4401 loss_cls: 0.1637 loss_bbox: 0.2764 2023/06/07 03:56:47 - mmengine - INFO - Epoch(train) [181][650/782] lr: 3.6175e-03 eta: 19:11:11 time: 0.4486 data_time: 0.0027 memory: 2282 loss: 0.4299 loss_cls: 0.1622 loss_bbox: 0.2677 2023/06/07 03:57:09 - mmengine - INFO - Epoch(train) [181][700/782] lr: 3.6160e-03 eta: 19:10:09 time: 0.4503 data_time: 0.0026 memory: 2282 loss: 0.4539 loss_cls: 0.1784 loss_bbox: 0.2755 2023/06/07 03:57:31 - mmengine - INFO - Epoch(train) [181][750/782] lr: 3.6144e-03 eta: 19:09:07 time: 0.4421 data_time: 0.0026 memory: 2282 loss: 0.4474 loss_cls: 0.1688 loss_bbox: 0.2786 2023/06/07 03:57:44 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 03:58:11 - mmengine - INFO - Epoch(train) [182][ 50/782] lr: 3.6119e-03 eta: 19:07:30 time: 0.5390 data_time: 0.0163 memory: 2282 loss: 0.4344 loss_cls: 0.1636 loss_bbox: 0.2708 2023/06/07 03:58:33 - mmengine - INFO - Epoch(train) [182][100/782] lr: 3.6104e-03 eta: 19:06:29 time: 0.4423 data_time: 0.0025 memory: 2282 loss: 0.4553 loss_cls: 0.1695 loss_bbox: 0.2858 2023/06/07 03:58:55 - mmengine - INFO - Epoch(train) [182][150/782] lr: 3.6088e-03 eta: 19:05:27 time: 0.4438 data_time: 0.0025 memory: 2282 loss: 0.4512 loss_cls: 0.1686 loss_bbox: 0.2826 2023/06/07 03:59:36 - mmengine - INFO - Epoch(train) [182][200/782] lr: 3.6073e-03 eta: 19:04:57 time: 0.8280 data_time: 0.3236 memory: 2282 loss: 0.4406 loss_cls: 0.1679 loss_bbox: 0.2727 2023/06/07 03:59:59 - mmengine - INFO - Epoch(train) [182][250/782] lr: 3.6057e-03 eta: 19:03:56 time: 0.4481 data_time: 0.0026 memory: 2282 loss: 0.4591 loss_cls: 0.1759 loss_bbox: 0.2832 2023/06/07 04:00:21 - mmengine - INFO - Epoch(train) [182][300/782] lr: 3.6042e-03 eta: 19:02:54 time: 0.4428 data_time: 0.0025 memory: 2282 loss: 0.4528 loss_cls: 0.1730 loss_bbox: 0.2798 2023/06/07 04:00:43 - mmengine - INFO - Epoch(train) [182][350/782] lr: 3.6026e-03 eta: 19:01:53 time: 0.4416 data_time: 0.0025 memory: 2282 loss: 0.4611 loss_cls: 0.1813 loss_bbox: 0.2798 2023/06/07 04:01:05 - mmengine - INFO - Epoch(train) [182][400/782] lr: 3.6010e-03 eta: 19:00:51 time: 0.4360 data_time: 0.0026 memory: 2282 loss: 0.4461 loss_cls: 0.1697 loss_bbox: 0.2764 2023/06/07 04:01:47 - mmengine - INFO - Epoch(train) [182][450/782] lr: 3.5995e-03 eta: 19:00:22 time: 0.8452 data_time: 0.0025 memory: 2282 loss: 0.4402 loss_cls: 0.1689 loss_bbox: 0.2713 2023/06/07 04:01:51 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:02:09 - mmengine - INFO - Epoch(train) [182][500/782] lr: 3.5979e-03 eta: 18:59:21 time: 0.4370 data_time: 0.0025 memory: 2282 loss: 0.4488 loss_cls: 0.1677 loss_bbox: 0.2811 2023/06/07 04:02:32 - mmengine - INFO - Epoch(train) [182][550/782] lr: 3.5964e-03 eta: 18:58:20 time: 0.4471 data_time: 0.0028 memory: 2282 loss: 0.4470 loss_cls: 0.1718 loss_bbox: 0.2752 2023/06/07 04:02:59 - mmengine - INFO - Epoch(train) [182][600/782] lr: 3.5948e-03 eta: 18:57:27 time: 0.5486 data_time: 0.1045 memory: 2282 loss: 0.4355 loss_cls: 0.1675 loss_bbox: 0.2679 2023/06/07 04:03:21 - mmengine - INFO - Epoch(train) [182][650/782] lr: 3.5932e-03 eta: 18:56:26 time: 0.4498 data_time: 0.0026 memory: 2282 loss: 0.4410 loss_cls: 0.1707 loss_bbox: 0.2703 2023/06/07 04:03:50 - mmengine - INFO - Epoch(train) [182][700/782] lr: 3.5916e-03 eta: 18:55:36 time: 0.5740 data_time: 0.0025 memory: 2282 loss: 0.4545 loss_cls: 0.1769 loss_bbox: 0.2776 2023/06/07 04:04:13 - mmengine - INFO - Epoch(train) [182][750/782] lr: 3.5901e-03 eta: 18:54:36 time: 0.4535 data_time: 0.0025 memory: 2282 loss: 0.4606 loss_cls: 0.1763 loss_bbox: 0.2842 2023/06/07 04:04:26 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:04:50 - mmengine - INFO - Epoch(train) [183][ 50/782] lr: 3.5875e-03 eta: 18:52:58 time: 0.4918 data_time: 0.0237 memory: 2282 loss: 0.4526 loss_cls: 0.1785 loss_bbox: 0.2741 2023/06/07 04:05:13 - mmengine - INFO - Epoch(train) [183][100/782] lr: 3.5859e-03 eta: 18:51:57 time: 0.4474 data_time: 0.0025 memory: 2282 loss: 0.4515 loss_cls: 0.1713 loss_bbox: 0.2802 2023/06/07 04:06:00 - mmengine - INFO - Epoch(train) [183][150/782] lr: 3.5843e-03 eta: 18:51:38 time: 0.9521 data_time: 0.0026 memory: 2282 loss: 0.4399 loss_cls: 0.1667 loss_bbox: 0.2732 2023/06/07 04:06:33 - mmengine - INFO - Epoch(train) [183][200/782] lr: 3.5827e-03 eta: 18:50:54 time: 0.6415 data_time: 0.0026 memory: 2282 loss: 0.4429 loss_cls: 0.1682 loss_bbox: 0.2747 2023/06/07 04:06:55 - mmengine - INFO - Epoch(train) [183][250/782] lr: 3.5811e-03 eta: 18:49:53 time: 0.4428 data_time: 0.0025 memory: 2282 loss: 0.4651 loss_cls: 0.1820 loss_bbox: 0.2831 2023/06/07 04:07:17 - mmengine - INFO - Epoch(train) [183][300/782] lr: 3.5795e-03 eta: 18:48:53 time: 0.4527 data_time: 0.0025 memory: 2282 loss: 0.4521 loss_cls: 0.1716 loss_bbox: 0.2805 2023/06/07 04:07:40 - mmengine - INFO - Epoch(train) [183][350/782] lr: 3.5779e-03 eta: 18:47:53 time: 0.4472 data_time: 0.0024 memory: 2282 loss: 0.4503 loss_cls: 0.1725 loss_bbox: 0.2778 2023/06/07 04:08:03 - mmengine - INFO - Epoch(train) [183][400/782] lr: 3.5763e-03 eta: 18:46:54 time: 0.4675 data_time: 0.0025 memory: 2282 loss: 0.4540 loss_cls: 0.1745 loss_bbox: 0.2795 2023/06/07 04:08:25 - mmengine - INFO - Epoch(train) [183][450/782] lr: 3.5747e-03 eta: 18:45:54 time: 0.4435 data_time: 0.0027 memory: 2282 loss: 0.4670 loss_cls: 0.1793 loss_bbox: 0.2877 2023/06/07 04:09:28 - mmengine - INFO - Epoch(train) [183][500/782] lr: 3.5731e-03 eta: 18:45:59 time: 1.2530 data_time: 0.0025 memory: 2282 loss: 0.4484 loss_cls: 0.1746 loss_bbox: 0.2737 2023/06/07 04:09:54 - mmengine - INFO - Epoch(train) [183][550/782] lr: 3.5715e-03 eta: 18:45:05 time: 0.5258 data_time: 0.0025 memory: 2282 loss: 0.4404 loss_cls: 0.1668 loss_bbox: 0.2736 2023/06/07 04:10:56 - mmengine - INFO - Epoch(train) [183][600/782] lr: 3.5699e-03 eta: 18:45:08 time: 1.2301 data_time: 0.0026 memory: 2282 loss: 0.4585 loss_cls: 0.1779 loss_bbox: 0.2806 2023/06/07 04:11:18 - mmengine - INFO - Epoch(train) [183][650/782] lr: 3.5683e-03 eta: 18:44:07 time: 0.4402 data_time: 0.0027 memory: 2282 loss: 0.4473 loss_cls: 0.1721 loss_bbox: 0.2752 2023/06/07 04:11:30 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:11:41 - mmengine - INFO - Epoch(train) [183][700/782] lr: 3.5667e-03 eta: 18:43:08 time: 0.4537 data_time: 0.0028 memory: 2282 loss: 0.4359 loss_cls: 0.1668 loss_bbox: 0.2691 2023/06/07 04:12:03 - mmengine - INFO - Epoch(train) [183][750/782] lr: 3.5650e-03 eta: 18:42:08 time: 0.4538 data_time: 0.0030 memory: 2282 loss: 0.4522 loss_cls: 0.1724 loss_bbox: 0.2797 2023/06/07 04:12:32 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:12:57 - mmengine - INFO - Epoch(train) [184][ 50/782] lr: 3.5624e-03 eta: 18:40:56 time: 0.4980 data_time: 0.0384 memory: 2282 loss: 0.4586 loss_cls: 0.1768 loss_bbox: 0.2818 2023/06/07 04:13:43 - mmengine - INFO - Epoch(train) [184][100/782] lr: 3.5608e-03 eta: 18:40:35 time: 0.9307 data_time: 0.4858 memory: 2282 loss: 0.4465 loss_cls: 0.1698 loss_bbox: 0.2767 2023/06/07 04:14:06 - mmengine - INFO - Epoch(train) [184][150/782] lr: 3.5591e-03 eta: 18:39:36 time: 0.4567 data_time: 0.0025 memory: 2282 loss: 0.4497 loss_cls: 0.1737 loss_bbox: 0.2760 2023/06/07 04:14:45 - mmengine - INFO - Epoch(train) [184][200/782] lr: 3.5575e-03 eta: 18:39:03 time: 0.7824 data_time: 0.0026 memory: 2282 loss: 0.4528 loss_cls: 0.1760 loss_bbox: 0.2768 2023/06/07 04:15:07 - mmengine - INFO - Epoch(train) [184][250/782] lr: 3.5559e-03 eta: 18:38:03 time: 0.4453 data_time: 0.0025 memory: 2282 loss: 0.4288 loss_cls: 0.1583 loss_bbox: 0.2706 2023/06/07 04:15:30 - mmengine - INFO - Epoch(train) [184][300/782] lr: 3.5542e-03 eta: 18:37:04 time: 0.4535 data_time: 0.0025 memory: 2282 loss: 0.4409 loss_cls: 0.1626 loss_bbox: 0.2783 2023/06/07 04:15:52 - mmengine - INFO - Epoch(train) [184][350/782] lr: 3.5526e-03 eta: 18:36:04 time: 0.4438 data_time: 0.0025 memory: 2282 loss: 0.4493 loss_cls: 0.1687 loss_bbox: 0.2805 2023/06/07 04:16:15 - mmengine - INFO - Epoch(train) [184][400/782] lr: 3.5509e-03 eta: 18:35:05 time: 0.4480 data_time: 0.0026 memory: 2282 loss: 0.4429 loss_cls: 0.1678 loss_bbox: 0.2750 2023/06/07 04:16:37 - mmengine - INFO - Epoch(train) [184][450/782] lr: 3.5493e-03 eta: 18:34:05 time: 0.4442 data_time: 0.0025 memory: 2282 loss: 0.4446 loss_cls: 0.1670 loss_bbox: 0.2776 2023/06/07 04:16:59 - mmengine - INFO - Epoch(train) [184][500/782] lr: 3.5477e-03 eta: 18:33:05 time: 0.4405 data_time: 0.0025 memory: 2282 loss: 0.4361 loss_cls: 0.1632 loss_bbox: 0.2728 2023/06/07 04:17:21 - mmengine - INFO - Epoch(train) [184][550/782] lr: 3.5460e-03 eta: 18:32:06 time: 0.4429 data_time: 0.0024 memory: 2282 loss: 0.4584 loss_cls: 0.1738 loss_bbox: 0.2846 2023/06/07 04:17:43 - mmengine - INFO - Epoch(train) [184][600/782] lr: 3.5444e-03 eta: 18:31:06 time: 0.4436 data_time: 0.0024 memory: 2282 loss: 0.4483 loss_cls: 0.1698 loss_bbox: 0.2785 2023/06/07 04:18:06 - mmengine - INFO - Epoch(train) [184][650/782] lr: 3.5427e-03 eta: 18:30:07 time: 0.4473 data_time: 0.0024 memory: 2282 loss: 0.4664 loss_cls: 0.1822 loss_bbox: 0.2842 2023/06/07 04:18:28 - mmengine - INFO - Epoch(train) [184][700/782] lr: 3.5410e-03 eta: 18:29:08 time: 0.4466 data_time: 0.0025 memory: 2282 loss: 0.4507 loss_cls: 0.1762 loss_bbox: 0.2745 2023/06/07 04:18:50 - mmengine - INFO - Epoch(train) [184][750/782] lr: 3.5394e-03 eta: 18:28:08 time: 0.4419 data_time: 0.0025 memory: 2282 loss: 0.4522 loss_cls: 0.1747 loss_bbox: 0.2775 2023/06/07 04:19:22 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:19:46 - mmengine - INFO - Epoch(train) [185][ 50/782] lr: 3.5367e-03 eta: 18:27:01 time: 0.4891 data_time: 0.0174 memory: 2282 loss: 0.4255 loss_cls: 0.1573 loss_bbox: 0.2682 2023/06/07 04:20:09 - mmengine - INFO - Epoch(train) [185][100/782] lr: 3.5350e-03 eta: 18:26:03 time: 0.4571 data_time: 0.0025 memory: 2282 loss: 0.4385 loss_cls: 0.1659 loss_bbox: 0.2725 2023/06/07 04:20:14 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:20:34 - mmengine - INFO - Epoch(train) [185][150/782] lr: 3.5333e-03 eta: 18:25:09 time: 0.5085 data_time: 0.0026 memory: 2282 loss: 0.4426 loss_cls: 0.1678 loss_bbox: 0.2748 2023/06/07 04:21:22 - mmengine - INFO - Epoch(train) [185][200/782] lr: 3.5317e-03 eta: 18:24:49 time: 0.9425 data_time: 0.0027 memory: 2282 loss: 0.4596 loss_cls: 0.1749 loss_bbox: 0.2846 2023/06/07 04:21:44 - mmengine - INFO - Epoch(train) [185][250/782] lr: 3.5300e-03 eta: 18:23:50 time: 0.4474 data_time: 0.0025 memory: 2282 loss: 0.4577 loss_cls: 0.1747 loss_bbox: 0.2829 2023/06/07 04:22:06 - mmengine - INFO - Epoch(train) [185][300/782] lr: 3.5283e-03 eta: 18:22:51 time: 0.4428 data_time: 0.0026 memory: 2282 loss: 0.4556 loss_cls: 0.1759 loss_bbox: 0.2797 2023/06/07 04:22:49 - mmengine - INFO - Epoch(train) [185][350/782] lr: 3.5266e-03 eta: 18:22:24 time: 0.8524 data_time: 0.0026 memory: 2282 loss: 0.4515 loss_cls: 0.1711 loss_bbox: 0.2805 2023/06/07 04:23:37 - mmengine - INFO - Epoch(train) [185][400/782] lr: 3.5249e-03 eta: 18:22:05 time: 0.9657 data_time: 0.0027 memory: 2282 loss: 0.4534 loss_cls: 0.1680 loss_bbox: 0.2854 2023/06/07 04:24:02 - mmengine - INFO - Epoch(train) [185][450/782] lr: 3.5233e-03 eta: 18:21:11 time: 0.5079 data_time: 0.0026 memory: 2282 loss: 0.4346 loss_cls: 0.1630 loss_bbox: 0.2716 2023/06/07 04:24:25 - mmengine - INFO - Epoch(train) [185][500/782] lr: 3.5216e-03 eta: 18:20:12 time: 0.4430 data_time: 0.0026 memory: 2282 loss: 0.4329 loss_cls: 0.1651 loss_bbox: 0.2677 2023/06/07 04:25:13 - mmengine - INFO - Epoch(train) [185][550/782] lr: 3.5199e-03 eta: 18:19:54 time: 0.9654 data_time: 0.0026 memory: 2282 loss: 0.4581 loss_cls: 0.1733 loss_bbox: 0.2848 2023/06/07 04:25:35 - mmengine - INFO - Epoch(train) [185][600/782] lr: 3.5182e-03 eta: 18:18:55 time: 0.4387 data_time: 0.0024 memory: 2282 loss: 0.4566 loss_cls: 0.1776 loss_bbox: 0.2790 2023/06/07 04:26:28 - mmengine - INFO - Epoch(train) [185][650/782] lr: 3.5165e-03 eta: 18:18:43 time: 1.0547 data_time: 0.0024 memory: 2282 loss: 0.4569 loss_cls: 0.1784 loss_bbox: 0.2786 2023/06/07 04:26:50 - mmengine - INFO - Epoch(train) [185][700/782] lr: 3.5148e-03 eta: 18:17:44 time: 0.4441 data_time: 0.0024 memory: 2282 loss: 0.4568 loss_cls: 0.1753 loss_bbox: 0.2815 2023/06/07 04:27:12 - mmengine - INFO - Epoch(train) [185][750/782] lr: 3.5131e-03 eta: 18:16:46 time: 0.4446 data_time: 0.0024 memory: 2282 loss: 0.4491 loss_cls: 0.1745 loss_bbox: 0.2746 2023/06/07 04:27:25 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:27:52 - mmengine - INFO - Epoch(train) [186][ 50/782] lr: 3.5103e-03 eta: 18:15:15 time: 0.5495 data_time: 0.0186 memory: 2282 loss: 0.4428 loss_cls: 0.1685 loss_bbox: 0.2743 2023/06/07 04:28:46 - mmengine - INFO - Epoch(train) [186][100/782] lr: 3.5086e-03 eta: 18:15:05 time: 1.0787 data_time: 0.6347 memory: 2282 loss: 0.4562 loss_cls: 0.1738 loss_bbox: 0.2824 2023/06/07 04:29:09 - mmengine - INFO - Epoch(train) [186][150/782] lr: 3.5069e-03 eta: 18:14:07 time: 0.4503 data_time: 0.0025 memory: 2282 loss: 0.4327 loss_cls: 0.1625 loss_bbox: 0.2702 2023/06/07 04:29:31 - mmengine - INFO - Epoch(train) [186][200/782] lr: 3.5052e-03 eta: 18:13:08 time: 0.4411 data_time: 0.0024 memory: 2282 loss: 0.4445 loss_cls: 0.1675 loss_bbox: 0.2770 2023/06/07 04:29:53 - mmengine - INFO - Epoch(train) [186][250/782] lr: 3.5035e-03 eta: 18:12:10 time: 0.4428 data_time: 0.0031 memory: 2282 loss: 0.4396 loss_cls: 0.1653 loss_bbox: 0.2744 2023/06/07 04:30:25 - mmengine - INFO - Epoch(train) [186][300/782] lr: 3.5017e-03 eta: 18:11:27 time: 0.6440 data_time: 0.0027 memory: 2282 loss: 0.4279 loss_cls: 0.1636 loss_bbox: 0.2643 2023/06/07 04:30:39 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:30:53 - mmengine - INFO - Epoch(train) [186][350/782] lr: 3.5000e-03 eta: 18:10:37 time: 0.5624 data_time: 0.0026 memory: 2282 loss: 0.4328 loss_cls: 0.1588 loss_bbox: 0.2740 2023/06/07 04:31:15 - mmengine - INFO - Epoch(train) [186][400/782] lr: 3.4983e-03 eta: 18:09:39 time: 0.4456 data_time: 0.0025 memory: 2282 loss: 0.4486 loss_cls: 0.1702 loss_bbox: 0.2784 2023/06/07 04:31:38 - mmengine - INFO - Epoch(train) [186][450/782] lr: 3.4966e-03 eta: 18:08:42 time: 0.4550 data_time: 0.0025 memory: 2282 loss: 0.4495 loss_cls: 0.1736 loss_bbox: 0.2760 2023/06/07 04:32:01 - mmengine - INFO - Epoch(train) [186][500/782] lr: 3.4949e-03 eta: 18:07:45 time: 0.4552 data_time: 0.0026 memory: 2282 loss: 0.4513 loss_cls: 0.1738 loss_bbox: 0.2775 2023/06/07 04:32:45 - mmengine - INFO - Epoch(train) [186][550/782] lr: 3.4931e-03 eta: 18:07:20 time: 0.8898 data_time: 0.0025 memory: 2282 loss: 0.4548 loss_cls: 0.1750 loss_bbox: 0.2798 2023/06/07 04:33:08 - mmengine - INFO - Epoch(train) [186][600/782] lr: 3.4914e-03 eta: 18:06:23 time: 0.4511 data_time: 0.0025 memory: 2282 loss: 0.4421 loss_cls: 0.1657 loss_bbox: 0.2764 2023/06/07 04:33:51 - mmengine - INFO - Epoch(train) [186][650/782] lr: 3.4897e-03 eta: 18:05:55 time: 0.8501 data_time: 0.0025 memory: 2282 loss: 0.4430 loss_cls: 0.1686 loss_bbox: 0.2744 2023/06/07 04:34:13 - mmengine - INFO - Epoch(train) [186][700/782] lr: 3.4879e-03 eta: 18:04:58 time: 0.4465 data_time: 0.0025 memory: 2282 loss: 0.4363 loss_cls: 0.1643 loss_bbox: 0.2720 2023/06/07 04:34:42 - mmengine - INFO - Epoch(train) [186][750/782] lr: 3.4862e-03 eta: 18:04:09 time: 0.5749 data_time: 0.0024 memory: 2282 loss: 0.4458 loss_cls: 0.1698 loss_bbox: 0.2760 2023/06/07 04:34:54 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:35:19 - mmengine - INFO - Epoch(train) [187][ 50/782] lr: 3.4833e-03 eta: 18:02:36 time: 0.4911 data_time: 0.0195 memory: 2282 loss: 0.4482 loss_cls: 0.1712 loss_bbox: 0.2769 2023/06/07 04:35:41 - mmengine - INFO - Epoch(train) [187][100/782] lr: 3.4816e-03 eta: 18:01:38 time: 0.4497 data_time: 0.0025 memory: 2282 loss: 0.4361 loss_cls: 0.1669 loss_bbox: 0.2692 2023/06/07 04:36:04 - mmengine - INFO - Epoch(train) [187][150/782] lr: 3.4798e-03 eta: 18:00:41 time: 0.4450 data_time: 0.0027 memory: 2282 loss: 0.4392 loss_cls: 0.1639 loss_bbox: 0.2753 2023/06/07 04:36:26 - mmengine - INFO - Epoch(train) [187][200/782] lr: 3.4781e-03 eta: 17:59:43 time: 0.4406 data_time: 0.0027 memory: 2282 loss: 0.4524 loss_cls: 0.1731 loss_bbox: 0.2793 2023/06/07 04:36:48 - mmengine - INFO - Epoch(train) [187][250/782] lr: 3.4763e-03 eta: 17:58:45 time: 0.4451 data_time: 0.0026 memory: 2282 loss: 0.4480 loss_cls: 0.1729 loss_bbox: 0.2752 2023/06/07 04:37:10 - mmengine - INFO - Epoch(train) [187][300/782] lr: 3.4746e-03 eta: 17:57:48 time: 0.4446 data_time: 0.0025 memory: 2282 loss: 0.4319 loss_cls: 0.1616 loss_bbox: 0.2703 2023/06/07 04:37:34 - mmengine - INFO - Epoch(train) [187][350/782] lr: 3.4728e-03 eta: 17:56:53 time: 0.4758 data_time: 0.0025 memory: 2282 loss: 0.4450 loss_cls: 0.1676 loss_bbox: 0.2774 2023/06/07 04:37:56 - mmengine - INFO - Epoch(train) [187][400/782] lr: 3.4711e-03 eta: 17:55:55 time: 0.4441 data_time: 0.0026 memory: 2282 loss: 0.4349 loss_cls: 0.1632 loss_bbox: 0.2717 2023/06/07 04:38:29 - mmengine - INFO - Epoch(train) [187][450/782] lr: 3.4693e-03 eta: 17:55:13 time: 0.6486 data_time: 0.0026 memory: 2282 loss: 0.4522 loss_cls: 0.1715 loss_bbox: 0.2807 2023/06/07 04:38:51 - mmengine - INFO - Epoch(train) [187][500/782] lr: 3.4675e-03 eta: 17:54:15 time: 0.4399 data_time: 0.0026 memory: 2282 loss: 0.4493 loss_cls: 0.1720 loss_bbox: 0.2773 2023/06/07 04:39:12 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:39:18 - mmengine - INFO - Epoch(train) [187][550/782] lr: 3.4658e-03 eta: 17:53:26 time: 0.5518 data_time: 0.0025 memory: 2282 loss: 0.4535 loss_cls: 0.1736 loss_bbox: 0.2799 2023/06/07 04:39:41 - mmengine - INFO - Epoch(train) [187][600/782] lr: 3.4640e-03 eta: 17:52:29 time: 0.4441 data_time: 0.0025 memory: 2282 loss: 0.4360 loss_cls: 0.1676 loss_bbox: 0.2684 2023/06/07 04:40:03 - mmengine - INFO - Epoch(train) [187][650/782] lr: 3.4622e-03 eta: 17:51:32 time: 0.4512 data_time: 0.0025 memory: 2282 loss: 0.4333 loss_cls: 0.1648 loss_bbox: 0.2685 2023/06/07 04:40:25 - mmengine - INFO - Epoch(train) [187][700/782] lr: 3.4604e-03 eta: 17:50:35 time: 0.4458 data_time: 0.0024 memory: 2282 loss: 0.4396 loss_cls: 0.1656 loss_bbox: 0.2740 2023/06/07 04:40:48 - mmengine - INFO - Epoch(train) [187][750/782] lr: 3.4587e-03 eta: 17:49:38 time: 0.4450 data_time: 0.0025 memory: 2282 loss: 0.4359 loss_cls: 0.1664 loss_bbox: 0.2695 2023/06/07 04:41:32 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:42:20 - mmengine - INFO - Epoch(train) [188][ 50/782] lr: 3.4558e-03 eta: 17:49:26 time: 0.9568 data_time: 0.0175 memory: 2282 loss: 0.4632 loss_cls: 0.1743 loss_bbox: 0.2889 2023/06/07 04:42:42 - mmengine - INFO - Epoch(train) [188][100/782] lr: 3.4540e-03 eta: 17:48:30 time: 0.4527 data_time: 0.0026 memory: 2282 loss: 0.4358 loss_cls: 0.1627 loss_bbox: 0.2731 2023/06/07 04:43:04 - mmengine - INFO - Epoch(train) [188][150/782] lr: 3.4522e-03 eta: 17:47:33 time: 0.4436 data_time: 0.0026 memory: 2282 loss: 0.4341 loss_cls: 0.1638 loss_bbox: 0.2704 2023/06/07 04:43:39 - mmengine - INFO - Epoch(train) [188][200/782] lr: 3.4504e-03 eta: 17:46:54 time: 0.6914 data_time: 0.0026 memory: 2282 loss: 0.4486 loss_cls: 0.1688 loss_bbox: 0.2798 2023/06/07 04:44:01 - mmengine - INFO - Epoch(train) [188][250/782] lr: 3.4486e-03 eta: 17:45:57 time: 0.4481 data_time: 0.0026 memory: 2282 loss: 0.4457 loss_cls: 0.1686 loss_bbox: 0.2771 2023/06/07 04:45:22 - mmengine - INFO - Epoch(train) [188][300/782] lr: 3.4468e-03 eta: 17:46:25 time: 1.6082 data_time: 0.0025 memory: 2282 loss: 0.4451 loss_cls: 0.1719 loss_bbox: 0.2732 2023/06/07 04:45:44 - mmengine - INFO - Epoch(train) [188][350/782] lr: 3.4450e-03 eta: 17:45:29 time: 0.4515 data_time: 0.0027 memory: 2282 loss: 0.4403 loss_cls: 0.1664 loss_bbox: 0.2739 2023/06/07 04:46:07 - mmengine - INFO - Epoch(train) [188][400/782] lr: 3.4432e-03 eta: 17:44:33 time: 0.4509 data_time: 0.0026 memory: 2282 loss: 0.4570 loss_cls: 0.1733 loss_bbox: 0.2837 2023/06/07 04:46:41 - mmengine - INFO - Epoch(train) [188][450/782] lr: 3.4414e-03 eta: 17:43:53 time: 0.6792 data_time: 0.0026 memory: 2282 loss: 0.4514 loss_cls: 0.1724 loss_bbox: 0.2790 2023/06/07 04:47:21 - mmengine - INFO - Epoch(train) [188][500/782] lr: 3.4396e-03 eta: 17:43:22 time: 0.8039 data_time: 0.0027 memory: 2282 loss: 0.4489 loss_cls: 0.1675 loss_bbox: 0.2814 2023/06/07 04:47:44 - mmengine - INFO - Epoch(train) [188][550/782] lr: 3.4378e-03 eta: 17:42:26 time: 0.4467 data_time: 0.0026 memory: 2282 loss: 0.4390 loss_cls: 0.1660 loss_bbox: 0.2729 2023/06/07 04:48:42 - mmengine - INFO - Epoch(train) [188][600/782] lr: 3.4360e-03 eta: 17:42:22 time: 1.1764 data_time: 0.0026 memory: 2282 loss: 0.4406 loss_cls: 0.1672 loss_bbox: 0.2733 2023/06/07 04:49:05 - mmengine - INFO - Epoch(train) [188][650/782] lr: 3.4342e-03 eta: 17:41:26 time: 0.4488 data_time: 0.0025 memory: 2282 loss: 0.4391 loss_cls: 0.1685 loss_bbox: 0.2705 2023/06/07 04:49:27 - mmengine - INFO - Epoch(train) [188][700/782] lr: 3.4324e-03 eta: 17:40:29 time: 0.4445 data_time: 0.0026 memory: 2282 loss: 0.4509 loss_cls: 0.1735 loss_bbox: 0.2775 2023/06/07 04:50:14 - mmengine - INFO - Epoch(train) [188][750/782] lr: 3.4306e-03 eta: 17:40:08 time: 0.9332 data_time: 0.0024 memory: 2282 loss: 0.4586 loss_cls: 0.1770 loss_bbox: 0.2816 2023/06/07 04:50:21 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:50:26 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:50:50 - mmengine - INFO - Epoch(train) [189][ 50/782] lr: 3.4276e-03 eta: 17:38:35 time: 0.4802 data_time: 0.0183 memory: 2282 loss: 0.4557 loss_cls: 0.1797 loss_bbox: 0.2761 2023/06/07 04:51:33 - mmengine - INFO - Epoch(train) [189][100/782] lr: 3.4258e-03 eta: 17:38:08 time: 0.8533 data_time: 0.0027 memory: 2282 loss: 0.4356 loss_cls: 0.1629 loss_bbox: 0.2727 2023/06/07 04:52:11 - mmengine - INFO - Epoch(train) [189][150/782] lr: 3.4239e-03 eta: 17:37:34 time: 0.7653 data_time: 0.0026 memory: 2282 loss: 0.4384 loss_cls: 0.1680 loss_bbox: 0.2705 2023/06/07 04:52:33 - mmengine - INFO - Epoch(train) [189][200/782] lr: 3.4221e-03 eta: 17:36:38 time: 0.4415 data_time: 0.0026 memory: 2282 loss: 0.4439 loss_cls: 0.1705 loss_bbox: 0.2734 2023/06/07 04:53:48 - mmengine - INFO - Epoch(train) [189][250/782] lr: 3.4203e-03 eta: 17:36:57 time: 1.5017 data_time: 0.0026 memory: 2282 loss: 0.4421 loss_cls: 0.1723 loss_bbox: 0.2698 2023/06/07 04:54:10 - mmengine - INFO - Epoch(train) [189][300/782] lr: 3.4184e-03 eta: 17:36:00 time: 0.4418 data_time: 0.0026 memory: 2282 loss: 0.4359 loss_cls: 0.1676 loss_bbox: 0.2683 2023/06/07 04:54:33 - mmengine - INFO - Epoch(train) [189][350/782] lr: 3.4166e-03 eta: 17:35:04 time: 0.4459 data_time: 0.0025 memory: 2282 loss: 0.4540 loss_cls: 0.1751 loss_bbox: 0.2790 2023/06/07 04:54:55 - mmengine - INFO - Epoch(train) [189][400/782] lr: 3.4148e-03 eta: 17:34:08 time: 0.4483 data_time: 0.0025 memory: 2282 loss: 0.4394 loss_cls: 0.1685 loss_bbox: 0.2709 2023/06/07 04:55:57 - mmengine - INFO - Epoch(train) [189][450/782] lr: 3.4129e-03 eta: 17:34:09 time: 1.2475 data_time: 0.0027 memory: 2282 loss: 0.4342 loss_cls: 0.1648 loss_bbox: 0.2694 2023/06/07 04:56:21 - mmengine - INFO - Epoch(train) [189][500/782] lr: 3.4111e-03 eta: 17:33:14 time: 0.4729 data_time: 0.0026 memory: 2282 loss: 0.4298 loss_cls: 0.1620 loss_bbox: 0.2677 2023/06/07 04:56:43 - mmengine - INFO - Epoch(train) [189][550/782] lr: 3.4093e-03 eta: 17:32:18 time: 0.4446 data_time: 0.0025 memory: 2282 loss: 0.4374 loss_cls: 0.1666 loss_bbox: 0.2709 2023/06/07 04:57:31 - mmengine - INFO - Epoch(train) [189][600/782] lr: 3.4074e-03 eta: 17:31:58 time: 0.9525 data_time: 0.0025 memory: 2282 loss: 0.4450 loss_cls: 0.1678 loss_bbox: 0.2772 2023/06/07 04:57:54 - mmengine - INFO - Epoch(train) [189][650/782] lr: 3.4056e-03 eta: 17:31:02 time: 0.4511 data_time: 0.0025 memory: 2282 loss: 0.4390 loss_cls: 0.1635 loss_bbox: 0.2755 2023/06/07 04:58:16 - mmengine - INFO - Epoch(train) [189][700/782] lr: 3.4037e-03 eta: 17:30:06 time: 0.4460 data_time: 0.0025 memory: 2282 loss: 0.4614 loss_cls: 0.1805 loss_bbox: 0.2809 2023/06/07 04:58:45 - mmengine - INFO - Epoch(train) [189][750/782] lr: 3.4019e-03 eta: 17:29:20 time: 0.5737 data_time: 0.0025 memory: 2282 loss: 0.4442 loss_cls: 0.1657 loss_bbox: 0.2786 2023/06/07 04:58:57 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 04:59:21 - mmengine - INFO - Epoch(train) [190][ 50/782] lr: 3.3988e-03 eta: 17:27:48 time: 0.4853 data_time: 0.0172 memory: 2282 loss: 0.4566 loss_cls: 0.1759 loss_bbox: 0.2807 2023/06/07 04:59:58 - mmengine - INFO - Epoch(train) [190][100/782] lr: 3.3970e-03 eta: 17:27:13 time: 0.7413 data_time: 0.0027 memory: 2282 loss: 0.4423 loss_cls: 0.1666 loss_bbox: 0.2757 2023/06/07 05:00:20 - mmengine - INFO - Epoch(train) [190][150/782] lr: 3.3951e-03 eta: 17:26:17 time: 0.4429 data_time: 0.0026 memory: 2282 loss: 0.4310 loss_cls: 0.1640 loss_bbox: 0.2669 2023/06/07 05:00:43 - mmengine - INFO - Epoch(train) [190][200/782] lr: 3.3932e-03 eta: 17:25:21 time: 0.4423 data_time: 0.0025 memory: 2282 loss: 0.4512 loss_cls: 0.1698 loss_bbox: 0.2813 2023/06/07 05:00:44 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:01:05 - mmengine - INFO - Epoch(train) [190][250/782] lr: 3.3914e-03 eta: 17:24:25 time: 0.4438 data_time: 0.0025 memory: 2282 loss: 0.4358 loss_cls: 0.1681 loss_bbox: 0.2677 2023/06/07 05:01:27 - mmengine - INFO - Epoch(train) [190][300/782] lr: 3.3895e-03 eta: 17:23:30 time: 0.4460 data_time: 0.0025 memory: 2282 loss: 0.4431 loss_cls: 0.1645 loss_bbox: 0.2786 2023/06/07 05:01:50 - mmengine - INFO - Epoch(train) [190][350/782] lr: 3.3876e-03 eta: 17:22:34 time: 0.4489 data_time: 0.0025 memory: 2282 loss: 0.4380 loss_cls: 0.1633 loss_bbox: 0.2746 2023/06/07 05:02:35 - mmengine - INFO - Epoch(train) [190][400/782] lr: 3.3858e-03 eta: 17:22:11 time: 0.9116 data_time: 0.0025 memory: 2282 loss: 0.4466 loss_cls: 0.1704 loss_bbox: 0.2762 2023/06/07 05:02:58 - mmengine - INFO - Epoch(train) [190][450/782] lr: 3.3839e-03 eta: 17:21:16 time: 0.4471 data_time: 0.0025 memory: 2282 loss: 0.4324 loss_cls: 0.1656 loss_bbox: 0.2667 2023/06/07 05:03:20 - mmengine - INFO - Epoch(train) [190][500/782] lr: 3.3820e-03 eta: 17:20:20 time: 0.4436 data_time: 0.0025 memory: 2282 loss: 0.4500 loss_cls: 0.1707 loss_bbox: 0.2793 2023/06/07 05:03:55 - mmengine - INFO - Epoch(train) [190][550/782] lr: 3.3801e-03 eta: 17:19:43 time: 0.7094 data_time: 0.0025 memory: 2282 loss: 0.4475 loss_cls: 0.1728 loss_bbox: 0.2746 2023/06/07 05:04:17 - mmengine - INFO - Epoch(train) [190][600/782] lr: 3.3783e-03 eta: 17:18:48 time: 0.4447 data_time: 0.0025 memory: 2282 loss: 0.4440 loss_cls: 0.1685 loss_bbox: 0.2754 2023/06/07 05:04:40 - mmengine - INFO - Epoch(train) [190][650/782] lr: 3.3764e-03 eta: 17:17:53 time: 0.4522 data_time: 0.0025 memory: 2282 loss: 0.4365 loss_cls: 0.1699 loss_bbox: 0.2666 2023/06/07 05:05:02 - mmengine - INFO - Epoch(train) [190][700/782] lr: 3.3745e-03 eta: 17:16:58 time: 0.4436 data_time: 0.0025 memory: 2282 loss: 0.4381 loss_cls: 0.1636 loss_bbox: 0.2744 2023/06/07 05:05:25 - mmengine - INFO - Epoch(train) [190][750/782] lr: 3.3726e-03 eta: 17:16:02 time: 0.4462 data_time: 0.0025 memory: 2282 loss: 0.4453 loss_cls: 0.1709 loss_bbox: 0.2744 2023/06/07 05:05:50 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:05:50 - mmengine - INFO - Saving checkpoint at 190 epochs 2023/06/07 05:06:07 - mmengine - INFO - Evaluating bbox... 2023/06/07 05:06:08 - mmengine - INFO - bbox_mAP_copypaste: 0.757 0.985 0.859 0.378 0.602 0.782 2023/06/07 05:06:08 - mmengine - INFO - Epoch(val) [190][43/43] coco/bbox_mAP: 0.7570 coco/bbox_mAP_50: 0.9850 coco/bbox_mAP_75: 0.8590 coco/bbox_mAP_s: 0.3780 coco/bbox_mAP_m: 0.6020 coco/bbox_mAP_l: 0.7820 data_time: 0.1961 time: 0.2210 2023/06/07 05:06:32 - mmengine - INFO - Epoch(train) [191][ 50/782] lr: 3.3695e-03 eta: 17:14:50 time: 0.4828 data_time: 0.0194 memory: 2282 loss: 0.4490 loss_cls: 0.1682 loss_bbox: 0.2808 2023/06/07 05:06:54 - mmengine - INFO - Epoch(train) [191][100/782] lr: 3.3676e-03 eta: 17:13:55 time: 0.4466 data_time: 0.0025 memory: 2282 loss: 0.4358 loss_cls: 0.1623 loss_bbox: 0.2735 2023/06/07 05:07:16 - mmengine - INFO - Epoch(train) [191][150/782] lr: 3.3657e-03 eta: 17:13:00 time: 0.4448 data_time: 0.0025 memory: 2282 loss: 0.4325 loss_cls: 0.1610 loss_bbox: 0.2715 2023/06/07 05:07:39 - mmengine - INFO - Epoch(train) [191][200/782] lr: 3.3638e-03 eta: 17:12:05 time: 0.4418 data_time: 0.0025 memory: 2282 loss: 0.4419 loss_cls: 0.1665 loss_bbox: 0.2754 2023/06/07 05:08:01 - mmengine - INFO - Epoch(train) [191][250/782] lr: 3.3619e-03 eta: 17:11:10 time: 0.4496 data_time: 0.0025 memory: 2282 loss: 0.4398 loss_cls: 0.1656 loss_bbox: 0.2742 2023/06/07 05:08:23 - mmengine - INFO - Epoch(train) [191][300/782] lr: 3.3600e-03 eta: 17:10:15 time: 0.4451 data_time: 0.0025 memory: 2282 loss: 0.4598 loss_cls: 0.1767 loss_bbox: 0.2832 2023/06/07 05:08:45 - mmengine - INFO - Epoch(train) [191][350/782] lr: 3.3581e-03 eta: 17:09:20 time: 0.4428 data_time: 0.0025 memory: 2282 loss: 0.4336 loss_cls: 0.1644 loss_bbox: 0.2692 2023/06/07 05:09:08 - mmengine - INFO - Epoch(train) [191][400/782] lr: 3.3562e-03 eta: 17:08:25 time: 0.4421 data_time: 0.0025 memory: 2282 loss: 0.4391 loss_cls: 0.1682 loss_bbox: 0.2708 2023/06/07 05:09:17 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:09:30 - mmengine - INFO - Epoch(train) [191][450/782] lr: 3.3543e-03 eta: 17:07:30 time: 0.4424 data_time: 0.0026 memory: 2282 loss: 0.4501 loss_cls: 0.1710 loss_bbox: 0.2792 2023/06/07 05:09:52 - mmengine - INFO - Epoch(train) [191][500/782] lr: 3.3524e-03 eta: 17:06:36 time: 0.4450 data_time: 0.0023 memory: 2282 loss: 0.4360 loss_cls: 0.1673 loss_bbox: 0.2686 2023/06/07 05:10:14 - mmengine - INFO - Epoch(train) [191][550/782] lr: 3.3505e-03 eta: 17:05:41 time: 0.4422 data_time: 0.0026 memory: 2282 loss: 0.4472 loss_cls: 0.1715 loss_bbox: 0.2757 2023/06/07 05:10:37 - mmengine - INFO - Epoch(train) [191][600/782] lr: 3.3485e-03 eta: 17:04:47 time: 0.4504 data_time: 0.0026 memory: 2282 loss: 0.4419 loss_cls: 0.1708 loss_bbox: 0.2711 2023/06/07 05:10:59 - mmengine - INFO - Epoch(train) [191][650/782] lr: 3.3466e-03 eta: 17:03:52 time: 0.4447 data_time: 0.0026 memory: 2282 loss: 0.4441 loss_cls: 0.1705 loss_bbox: 0.2736 2023/06/07 05:11:21 - mmengine - INFO - Epoch(train) [191][700/782] lr: 3.3447e-03 eta: 17:02:57 time: 0.4421 data_time: 0.0025 memory: 2282 loss: 0.4510 loss_cls: 0.1710 loss_bbox: 0.2800 2023/06/07 05:11:43 - mmengine - INFO - Epoch(train) [191][750/782] lr: 3.3428e-03 eta: 17:02:03 time: 0.4476 data_time: 0.0025 memory: 2282 loss: 0.4478 loss_cls: 0.1705 loss_bbox: 0.2772 2023/06/07 05:11:56 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:12:20 - mmengine - INFO - Epoch(train) [192][ 50/782] lr: 3.3396e-03 eta: 17:00:33 time: 0.4779 data_time: 0.0174 memory: 2282 loss: 0.4361 loss_cls: 0.1660 loss_bbox: 0.2701 2023/06/07 05:12:42 - mmengine - INFO - Epoch(train) [192][100/782] lr: 3.3377e-03 eta: 16:59:39 time: 0.4449 data_time: 0.0025 memory: 2282 loss: 0.4522 loss_cls: 0.1720 loss_bbox: 0.2802 2023/06/07 05:13:04 - mmengine - INFO - Epoch(train) [192][150/782] lr: 3.3357e-03 eta: 16:58:45 time: 0.4463 data_time: 0.0033 memory: 2282 loss: 0.4343 loss_cls: 0.1603 loss_bbox: 0.2740 2023/06/07 05:13:26 - mmengine - INFO - Epoch(train) [192][200/782] lr: 3.3338e-03 eta: 16:57:50 time: 0.4458 data_time: 0.0025 memory: 2282 loss: 0.4556 loss_cls: 0.1743 loss_bbox: 0.2813 2023/06/07 05:13:49 - mmengine - INFO - Epoch(train) [192][250/782] lr: 3.3319e-03 eta: 16:56:57 time: 0.4540 data_time: 0.0026 memory: 2282 loss: 0.4557 loss_cls: 0.1755 loss_bbox: 0.2802 2023/06/07 05:14:12 - mmengine - INFO - Epoch(train) [192][300/782] lr: 3.3299e-03 eta: 16:56:04 time: 0.4622 data_time: 0.0027 memory: 2282 loss: 0.4262 loss_cls: 0.1577 loss_bbox: 0.2685 2023/06/07 05:14:35 - mmengine - INFO - Epoch(train) [192][350/782] lr: 3.3280e-03 eta: 16:55:10 time: 0.4491 data_time: 0.0026 memory: 2282 loss: 0.4370 loss_cls: 0.1666 loss_bbox: 0.2703 2023/06/07 05:15:02 - mmengine - INFO - Epoch(train) [192][400/782] lr: 3.3261e-03 eta: 16:54:22 time: 0.5369 data_time: 0.0025 memory: 2282 loss: 0.4347 loss_cls: 0.1612 loss_bbox: 0.2734 2023/06/07 05:15:24 - mmengine - INFO - Epoch(train) [192][450/782] lr: 3.3241e-03 eta: 16:53:29 time: 0.4479 data_time: 0.0025 memory: 2282 loss: 0.4428 loss_cls: 0.1683 loss_bbox: 0.2745 2023/06/07 05:15:46 - mmengine - INFO - Epoch(train) [192][500/782] lr: 3.3222e-03 eta: 16:52:35 time: 0.4475 data_time: 0.0024 memory: 2282 loss: 0.4576 loss_cls: 0.1750 loss_bbox: 0.2826 2023/06/07 05:16:09 - mmengine - INFO - Epoch(train) [192][550/782] lr: 3.3202e-03 eta: 16:51:41 time: 0.4433 data_time: 0.0024 memory: 2282 loss: 0.4570 loss_cls: 0.1782 loss_bbox: 0.2789 2023/06/07 05:16:31 - mmengine - INFO - Epoch(train) [192][600/782] lr: 3.3183e-03 eta: 16:50:47 time: 0.4457 data_time: 0.0025 memory: 2282 loss: 0.4394 loss_cls: 0.1667 loss_bbox: 0.2727 2023/06/07 05:16:48 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:16:53 - mmengine - INFO - Epoch(train) [192][650/782] lr: 3.3163e-03 eta: 16:49:53 time: 0.4462 data_time: 0.0025 memory: 2282 loss: 0.4549 loss_cls: 0.1727 loss_bbox: 0.2821 2023/06/07 05:17:16 - mmengine - INFO - Epoch(train) [192][700/782] lr: 3.3144e-03 eta: 16:49:00 time: 0.4526 data_time: 0.0025 memory: 2282 loss: 0.4365 loss_cls: 0.1638 loss_bbox: 0.2727 2023/06/07 05:17:38 - mmengine - INFO - Epoch(train) [192][750/782] lr: 3.3124e-03 eta: 16:48:07 time: 0.4514 data_time: 0.0029 memory: 2282 loss: 0.4389 loss_cls: 0.1668 loss_bbox: 0.2721 2023/06/07 05:17:51 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:18:15 - mmengine - INFO - Epoch(train) [193][ 50/782] lr: 3.3092e-03 eta: 16:46:39 time: 0.4838 data_time: 0.0190 memory: 2282 loss: 0.4570 loss_cls: 0.1796 loss_bbox: 0.2774 2023/06/07 05:18:37 - mmengine - INFO - Epoch(train) [193][100/782] lr: 3.3072e-03 eta: 16:45:45 time: 0.4451 data_time: 0.0025 memory: 2282 loss: 0.4386 loss_cls: 0.1671 loss_bbox: 0.2715 2023/06/07 05:19:00 - mmengine - INFO - Epoch(train) [193][150/782] lr: 3.3053e-03 eta: 16:44:52 time: 0.4475 data_time: 0.0025 memory: 2282 loss: 0.4393 loss_cls: 0.1669 loss_bbox: 0.2724 2023/06/07 05:19:22 - mmengine - INFO - Epoch(train) [193][200/782] lr: 3.3033e-03 eta: 16:43:59 time: 0.4497 data_time: 0.0025 memory: 2282 loss: 0.4409 loss_cls: 0.1673 loss_bbox: 0.2736 2023/06/07 05:19:44 - mmengine - INFO - Epoch(train) [193][250/782] lr: 3.3013e-03 eta: 16:43:05 time: 0.4439 data_time: 0.0026 memory: 2282 loss: 0.4572 loss_cls: 0.1783 loss_bbox: 0.2788 2023/06/07 05:20:07 - mmengine - INFO - Epoch(train) [193][300/782] lr: 3.2993e-03 eta: 16:42:12 time: 0.4456 data_time: 0.0026 memory: 2282 loss: 0.4368 loss_cls: 0.1641 loss_bbox: 0.2727 2023/06/07 05:20:29 - mmengine - INFO - Epoch(train) [193][350/782] lr: 3.2974e-03 eta: 16:41:19 time: 0.4491 data_time: 0.0026 memory: 2282 loss: 0.4425 loss_cls: 0.1725 loss_bbox: 0.2700 2023/06/07 05:20:55 - mmengine - INFO - Epoch(train) [193][400/782] lr: 3.2954e-03 eta: 16:40:30 time: 0.5196 data_time: 0.0025 memory: 2282 loss: 0.4333 loss_cls: 0.1635 loss_bbox: 0.2698 2023/06/07 05:21:18 - mmengine - INFO - Epoch(train) [193][450/782] lr: 3.2934e-03 eta: 16:39:38 time: 0.4536 data_time: 0.0025 memory: 2282 loss: 0.4594 loss_cls: 0.1736 loss_bbox: 0.2859 2023/06/07 05:21:40 - mmengine - INFO - Epoch(train) [193][500/782] lr: 3.2914e-03 eta: 16:38:45 time: 0.4463 data_time: 0.0027 memory: 2282 loss: 0.4453 loss_cls: 0.1709 loss_bbox: 0.2744 2023/06/07 05:22:03 - mmengine - INFO - Epoch(train) [193][550/782] lr: 3.2894e-03 eta: 16:37:52 time: 0.4493 data_time: 0.0026 memory: 2282 loss: 0.4403 loss_cls: 0.1657 loss_bbox: 0.2746 2023/06/07 05:22:26 - mmengine - INFO - Epoch(train) [193][600/782] lr: 3.2875e-03 eta: 16:37:00 time: 0.4614 data_time: 0.0037 memory: 2282 loss: 0.4484 loss_cls: 0.1700 loss_bbox: 0.2785 2023/06/07 05:22:49 - mmengine - INFO - Epoch(train) [193][650/782] lr: 3.2855e-03 eta: 16:36:08 time: 0.4563 data_time: 0.0034 memory: 2282 loss: 0.4278 loss_cls: 0.1583 loss_bbox: 0.2695 2023/06/07 05:23:11 - mmengine - INFO - Epoch(train) [193][700/782] lr: 3.2835e-03 eta: 16:35:15 time: 0.4490 data_time: 0.0028 memory: 2282 loss: 0.4438 loss_cls: 0.1683 loss_bbox: 0.2755 2023/06/07 05:23:33 - mmengine - INFO - Epoch(train) [193][750/782] lr: 3.2815e-03 eta: 16:34:22 time: 0.4480 data_time: 0.0029 memory: 2282 loss: 0.4329 loss_cls: 0.1634 loss_bbox: 0.2695 2023/06/07 05:23:46 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:24:10 - mmengine - INFO - Epoch(train) [194][ 50/782] lr: 3.2782e-03 eta: 16:32:55 time: 0.4806 data_time: 0.0254 memory: 2282 loss: 0.4490 loss_cls: 0.1714 loss_bbox: 0.2776 2023/06/07 05:24:21 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:24:32 - mmengine - INFO - Epoch(train) [194][100/782] lr: 3.2762e-03 eta: 16:32:03 time: 0.4537 data_time: 0.0028 memory: 2282 loss: 0.4438 loss_cls: 0.1685 loss_bbox: 0.2753 2023/06/07 05:24:55 - mmengine - INFO - Epoch(train) [194][150/782] lr: 3.2742e-03 eta: 16:31:11 time: 0.4541 data_time: 0.0026 memory: 2282 loss: 0.4349 loss_cls: 0.1636 loss_bbox: 0.2714 2023/06/07 05:25:22 - mmengine - INFO - Epoch(train) [194][200/782] lr: 3.2722e-03 eta: 16:30:24 time: 0.5318 data_time: 0.0027 memory: 2282 loss: 0.4503 loss_cls: 0.1684 loss_bbox: 0.2819 2023/06/07 05:25:44 - mmengine - INFO - Epoch(train) [194][250/782] lr: 3.2702e-03 eta: 16:29:31 time: 0.4499 data_time: 0.0026 memory: 2282 loss: 0.4295 loss_cls: 0.1622 loss_bbox: 0.2673 2023/06/07 05:26:06 - mmengine - INFO - Epoch(train) [194][300/782] lr: 3.2682e-03 eta: 16:28:38 time: 0.4411 data_time: 0.0026 memory: 2282 loss: 0.4541 loss_cls: 0.1689 loss_bbox: 0.2852 2023/06/07 05:26:28 - mmengine - INFO - Epoch(train) [194][350/782] lr: 3.2662e-03 eta: 16:27:45 time: 0.4400 data_time: 0.0025 memory: 2282 loss: 0.4337 loss_cls: 0.1627 loss_bbox: 0.2710 2023/06/07 05:26:50 - mmengine - INFO - Epoch(train) [194][400/782] lr: 3.2642e-03 eta: 16:26:53 time: 0.4394 data_time: 0.0026 memory: 2282 loss: 0.4471 loss_cls: 0.1749 loss_bbox: 0.2723 2023/06/07 05:27:13 - mmengine - INFO - Epoch(train) [194][450/782] lr: 3.2622e-03 eta: 16:26:00 time: 0.4463 data_time: 0.0025 memory: 2282 loss: 0.4450 loss_cls: 0.1698 loss_bbox: 0.2752 2023/06/07 05:27:38 - mmengine - INFO - Epoch(train) [194][500/782] lr: 3.2602e-03 eta: 16:25:11 time: 0.5013 data_time: 0.0025 memory: 2282 loss: 0.4268 loss_cls: 0.1630 loss_bbox: 0.2638 2023/06/07 05:28:00 - mmengine - INFO - Epoch(train) [194][550/782] lr: 3.2582e-03 eta: 16:24:19 time: 0.4464 data_time: 0.0025 memory: 2282 loss: 0.4532 loss_cls: 0.1745 loss_bbox: 0.2787 2023/06/07 05:28:23 - mmengine - INFO - Epoch(train) [194][600/782] lr: 3.2561e-03 eta: 16:23:27 time: 0.4494 data_time: 0.0026 memory: 2282 loss: 0.4451 loss_cls: 0.1693 loss_bbox: 0.2758 2023/06/07 05:28:45 - mmengine - INFO - Epoch(train) [194][650/782] lr: 3.2541e-03 eta: 16:22:35 time: 0.4467 data_time: 0.0026 memory: 2282 loss: 0.4540 loss_cls: 0.1706 loss_bbox: 0.2834 2023/06/07 05:29:07 - mmengine - INFO - Epoch(train) [194][700/782] lr: 3.2521e-03 eta: 16:21:42 time: 0.4455 data_time: 0.0025 memory: 2282 loss: 0.4484 loss_cls: 0.1691 loss_bbox: 0.2792 2023/06/07 05:29:30 - mmengine - INFO - Epoch(train) [194][750/782] lr: 3.2501e-03 eta: 16:20:51 time: 0.4501 data_time: 0.0026 memory: 2282 loss: 0.4629 loss_cls: 0.1751 loss_bbox: 0.2877 2023/06/07 05:29:42 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:30:06 - mmengine - INFO - Epoch(train) [195][ 50/782] lr: 3.2468e-03 eta: 16:19:25 time: 0.4830 data_time: 0.0176 memory: 2282 loss: 0.4434 loss_cls: 0.1712 loss_bbox: 0.2722 2023/06/07 05:30:29 - mmengine - INFO - Epoch(train) [195][100/782] lr: 3.2447e-03 eta: 16:18:33 time: 0.4483 data_time: 0.0026 memory: 2282 loss: 0.4401 loss_cls: 0.1634 loss_bbox: 0.2768 2023/06/07 05:30:51 - mmengine - INFO - Epoch(train) [195][150/782] lr: 3.2427e-03 eta: 16:17:41 time: 0.4493 data_time: 0.0026 memory: 2282 loss: 0.4468 loss_cls: 0.1693 loss_bbox: 0.2775 2023/06/07 05:31:13 - mmengine - INFO - Epoch(train) [195][200/782] lr: 3.2407e-03 eta: 16:16:49 time: 0.4421 data_time: 0.0025 memory: 2282 loss: 0.4398 loss_cls: 0.1659 loss_bbox: 0.2739 2023/06/07 05:31:36 - mmengine - INFO - Epoch(train) [195][250/782] lr: 3.2386e-03 eta: 16:15:57 time: 0.4464 data_time: 0.0025 memory: 2282 loss: 0.4486 loss_cls: 0.1684 loss_bbox: 0.2802 2023/06/07 05:31:55 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:31:58 - mmengine - INFO - Epoch(train) [195][300/782] lr: 3.2366e-03 eta: 16:15:05 time: 0.4467 data_time: 0.0025 memory: 2282 loss: 0.4493 loss_cls: 0.1689 loss_bbox: 0.2804 2023/06/07 05:32:20 - mmengine - INFO - Epoch(train) [195][350/782] lr: 3.2345e-03 eta: 16:14:13 time: 0.4421 data_time: 0.0025 memory: 2282 loss: 0.4367 loss_cls: 0.1645 loss_bbox: 0.2722 2023/06/07 05:32:43 - mmengine - INFO - Epoch(train) [195][400/782] lr: 3.2325e-03 eta: 16:13:22 time: 0.4486 data_time: 0.0024 memory: 2282 loss: 0.4260 loss_cls: 0.1598 loss_bbox: 0.2662 2023/06/07 05:33:05 - mmengine - INFO - Epoch(train) [195][450/782] lr: 3.2305e-03 eta: 16:12:30 time: 0.4453 data_time: 0.0024 memory: 2282 loss: 0.4292 loss_cls: 0.1627 loss_bbox: 0.2665 2023/06/07 05:33:27 - mmengine - INFO - Epoch(train) [195][500/782] lr: 3.2284e-03 eta: 16:11:38 time: 0.4428 data_time: 0.0024 memory: 2282 loss: 0.4298 loss_cls: 0.1588 loss_bbox: 0.2710 2023/06/07 05:33:49 - mmengine - INFO - Epoch(train) [195][550/782] lr: 3.2264e-03 eta: 16:10:46 time: 0.4452 data_time: 0.0027 memory: 2282 loss: 0.4488 loss_cls: 0.1690 loss_bbox: 0.2798 2023/06/07 05:34:12 - mmengine - INFO - Epoch(train) [195][600/782] lr: 3.2243e-03 eta: 16:09:55 time: 0.4449 data_time: 0.0026 memory: 2282 loss: 0.4360 loss_cls: 0.1666 loss_bbox: 0.2694 2023/06/07 05:34:34 - mmengine - INFO - Epoch(train) [195][650/782] lr: 3.2223e-03 eta: 16:09:03 time: 0.4448 data_time: 0.0025 memory: 2282 loss: 0.4543 loss_cls: 0.1759 loss_bbox: 0.2784 2023/06/07 05:34:56 - mmengine - INFO - Epoch(train) [195][700/782] lr: 3.2202e-03 eta: 16:08:12 time: 0.4501 data_time: 0.0025 memory: 2282 loss: 0.4332 loss_cls: 0.1650 loss_bbox: 0.2682 2023/06/07 05:35:19 - mmengine - INFO - Epoch(train) [195][750/782] lr: 3.2182e-03 eta: 16:07:20 time: 0.4443 data_time: 0.0029 memory: 2282 loss: 0.4391 loss_cls: 0.1684 loss_bbox: 0.2707 2023/06/07 05:35:31 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:35:56 - mmengine - INFO - Epoch(train) [196][ 50/782] lr: 3.2148e-03 eta: 16:05:57 time: 0.4985 data_time: 0.0159 memory: 2282 loss: 0.4433 loss_cls: 0.1716 loss_bbox: 0.2717 2023/06/07 05:36:18 - mmengine - INFO - Epoch(train) [196][100/782] lr: 3.2127e-03 eta: 16:05:05 time: 0.4475 data_time: 0.0027 memory: 2282 loss: 0.4345 loss_cls: 0.1642 loss_bbox: 0.2703 2023/06/07 05:36:40 - mmengine - INFO - Epoch(train) [196][150/782] lr: 3.2106e-03 eta: 16:04:14 time: 0.4429 data_time: 0.0027 memory: 2282 loss: 0.4502 loss_cls: 0.1715 loss_bbox: 0.2788 2023/06/07 05:37:03 - mmengine - INFO - Epoch(train) [196][200/782] lr: 3.2086e-03 eta: 16:03:23 time: 0.4465 data_time: 0.0027 memory: 2282 loss: 0.4388 loss_cls: 0.1619 loss_bbox: 0.2769 2023/06/07 05:37:25 - mmengine - INFO - Epoch(train) [196][250/782] lr: 3.2065e-03 eta: 16:02:32 time: 0.4515 data_time: 0.0028 memory: 2282 loss: 0.4384 loss_cls: 0.1654 loss_bbox: 0.2730 2023/06/07 05:37:48 - mmengine - INFO - Epoch(train) [196][300/782] lr: 3.2044e-03 eta: 16:01:41 time: 0.4495 data_time: 0.0027 memory: 2282 loss: 0.4372 loss_cls: 0.1625 loss_bbox: 0.2747 2023/06/07 05:38:10 - mmengine - INFO - Epoch(train) [196][350/782] lr: 3.2024e-03 eta: 16:00:50 time: 0.4422 data_time: 0.0029 memory: 2282 loss: 0.4592 loss_cls: 0.1755 loss_bbox: 0.2837 2023/06/07 05:38:32 - mmengine - INFO - Epoch(train) [196][400/782] lr: 3.2003e-03 eta: 15:59:58 time: 0.4444 data_time: 0.0028 memory: 2282 loss: 0.4440 loss_cls: 0.1711 loss_bbox: 0.2728 2023/06/07 05:38:55 - mmengine - INFO - Epoch(train) [196][450/782] lr: 3.1982e-03 eta: 15:59:07 time: 0.4487 data_time: 0.0028 memory: 2282 loss: 0.4400 loss_cls: 0.1686 loss_bbox: 0.2713 2023/06/07 05:39:17 - mmengine - INFO - Epoch(train) [196][500/782] lr: 3.1961e-03 eta: 15:58:16 time: 0.4434 data_time: 0.0025 memory: 2282 loss: 0.4512 loss_cls: 0.1717 loss_bbox: 0.2795 2023/06/07 05:39:21 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:39:39 - mmengine - INFO - Epoch(train) [196][550/782] lr: 3.1941e-03 eta: 15:57:25 time: 0.4448 data_time: 0.0026 memory: 2282 loss: 0.4411 loss_cls: 0.1625 loss_bbox: 0.2786 2023/06/07 05:40:01 - mmengine - INFO - Epoch(train) [196][600/782] lr: 3.1920e-03 eta: 15:56:34 time: 0.4406 data_time: 0.0027 memory: 2282 loss: 0.4411 loss_cls: 0.1683 loss_bbox: 0.2729 2023/06/07 05:40:26 - mmengine - INFO - Epoch(train) [196][650/782] lr: 3.1899e-03 eta: 15:55:46 time: 0.4930 data_time: 0.0026 memory: 2282 loss: 0.4315 loss_cls: 0.1665 loss_bbox: 0.2650 2023/06/07 05:40:48 - mmengine - INFO - Epoch(train) [196][700/782] lr: 3.1878e-03 eta: 15:54:55 time: 0.4415 data_time: 0.0025 memory: 2282 loss: 0.4508 loss_cls: 0.1758 loss_bbox: 0.2750 2023/06/07 05:41:10 - mmengine - INFO - Epoch(train) [196][750/782] lr: 3.1857e-03 eta: 15:54:04 time: 0.4466 data_time: 0.0026 memory: 2282 loss: 0.4389 loss_cls: 0.1684 loss_bbox: 0.2704 2023/06/07 05:41:23 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:41:46 - mmengine - INFO - Epoch(train) [197][ 50/782] lr: 3.1823e-03 eta: 15:52:40 time: 0.4746 data_time: 0.0228 memory: 2282 loss: 0.4276 loss_cls: 0.1597 loss_bbox: 0.2679 2023/06/07 05:42:09 - mmengine - INFO - Epoch(train) [197][100/782] lr: 3.1802e-03 eta: 15:51:49 time: 0.4457 data_time: 0.0025 memory: 2282 loss: 0.4410 loss_cls: 0.1714 loss_bbox: 0.2695 2023/06/07 05:42:31 - mmengine - INFO - Epoch(train) [197][150/782] lr: 3.1781e-03 eta: 15:50:59 time: 0.4443 data_time: 0.0027 memory: 2282 loss: 0.4461 loss_cls: 0.1738 loss_bbox: 0.2723 2023/06/07 05:42:53 - mmengine - INFO - Epoch(train) [197][200/782] lr: 3.1760e-03 eta: 15:50:08 time: 0.4396 data_time: 0.0028 memory: 2282 loss: 0.4428 loss_cls: 0.1706 loss_bbox: 0.2722 2023/06/07 05:43:15 - mmengine - INFO - Epoch(train) [197][250/782] lr: 3.1739e-03 eta: 15:49:17 time: 0.4450 data_time: 0.0027 memory: 2282 loss: 0.4346 loss_cls: 0.1630 loss_bbox: 0.2716 2023/06/07 05:43:38 - mmengine - INFO - Epoch(train) [197][300/782] lr: 3.1718e-03 eta: 15:48:27 time: 0.4491 data_time: 0.0027 memory: 2282 loss: 0.4456 loss_cls: 0.1708 loss_bbox: 0.2748 2023/06/07 05:44:00 - mmengine - INFO - Epoch(train) [197][350/782] lr: 3.1697e-03 eta: 15:47:36 time: 0.4421 data_time: 0.0026 memory: 2282 loss: 0.4427 loss_cls: 0.1677 loss_bbox: 0.2750 2023/06/07 05:44:22 - mmengine - INFO - Epoch(train) [197][400/782] lr: 3.1676e-03 eta: 15:46:45 time: 0.4416 data_time: 0.0029 memory: 2282 loss: 0.4554 loss_cls: 0.1734 loss_bbox: 0.2820 2023/06/07 05:44:44 - mmengine - INFO - Epoch(train) [197][450/782] lr: 3.1655e-03 eta: 15:45:55 time: 0.4492 data_time: 0.0028 memory: 2282 loss: 0.4409 loss_cls: 0.1690 loss_bbox: 0.2719 2023/06/07 05:45:07 - mmengine - INFO - Epoch(train) [197][500/782] lr: 3.1634e-03 eta: 15:45:05 time: 0.4453 data_time: 0.0027 memory: 2282 loss: 0.4399 loss_cls: 0.1678 loss_bbox: 0.2721 2023/06/07 05:45:29 - mmengine - INFO - Epoch(train) [197][550/782] lr: 3.1613e-03 eta: 15:44:14 time: 0.4396 data_time: 0.0026 memory: 2282 loss: 0.4511 loss_cls: 0.1734 loss_bbox: 0.2777 2023/06/07 05:45:51 - mmengine - INFO - Epoch(train) [197][600/782] lr: 3.1592e-03 eta: 15:43:24 time: 0.4457 data_time: 0.0026 memory: 2282 loss: 0.4377 loss_cls: 0.1667 loss_bbox: 0.2710 2023/06/07 05:46:13 - mmengine - INFO - Epoch(train) [197][650/782] lr: 3.1571e-03 eta: 15:42:34 time: 0.4508 data_time: 0.0026 memory: 2282 loss: 0.4373 loss_cls: 0.1673 loss_bbox: 0.2699 2023/06/07 05:46:36 - mmengine - INFO - Epoch(train) [197][700/782] lr: 3.1550e-03 eta: 15:41:44 time: 0.4425 data_time: 0.0027 memory: 2282 loss: 0.4521 loss_cls: 0.1763 loss_bbox: 0.2757 2023/06/07 05:46:48 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:46:58 - mmengine - INFO - Epoch(train) [197][750/782] lr: 3.1528e-03 eta: 15:40:53 time: 0.4415 data_time: 0.0026 memory: 2282 loss: 0.4496 loss_cls: 0.1728 loss_bbox: 0.2768 2023/06/07 05:47:10 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:47:34 - mmengine - INFO - Epoch(train) [198][ 50/782] lr: 3.1494e-03 eta: 15:39:31 time: 0.4808 data_time: 0.0220 memory: 2282 loss: 0.4313 loss_cls: 0.1641 loss_bbox: 0.2671 2023/06/07 05:47:56 - mmengine - INFO - Epoch(train) [198][100/782] lr: 3.1472e-03 eta: 15:38:41 time: 0.4452 data_time: 0.0027 memory: 2282 loss: 0.4308 loss_cls: 0.1659 loss_bbox: 0.2649 2023/06/07 05:48:18 - mmengine - INFO - Epoch(train) [198][150/782] lr: 3.1451e-03 eta: 15:37:50 time: 0.4443 data_time: 0.0026 memory: 2282 loss: 0.4371 loss_cls: 0.1690 loss_bbox: 0.2681 2023/06/07 05:48:40 - mmengine - INFO - Epoch(train) [198][200/782] lr: 3.1430e-03 eta: 15:37:00 time: 0.4371 data_time: 0.0026 memory: 2282 loss: 0.4389 loss_cls: 0.1645 loss_bbox: 0.2743 2023/06/07 05:49:03 - mmengine - INFO - Epoch(train) [198][250/782] lr: 3.1409e-03 eta: 15:36:10 time: 0.4462 data_time: 0.0027 memory: 2282 loss: 0.4411 loss_cls: 0.1691 loss_bbox: 0.2719 2023/06/07 05:49:25 - mmengine - INFO - Epoch(train) [198][300/782] lr: 3.1387e-03 eta: 15:35:20 time: 0.4470 data_time: 0.0027 memory: 2282 loss: 0.4311 loss_cls: 0.1638 loss_bbox: 0.2673 2023/06/07 05:49:47 - mmengine - INFO - Epoch(train) [198][350/782] lr: 3.1366e-03 eta: 15:34:30 time: 0.4443 data_time: 0.0026 memory: 2282 loss: 0.4403 loss_cls: 0.1671 loss_bbox: 0.2732 2023/06/07 05:50:10 - mmengine - INFO - Epoch(train) [198][400/782] lr: 3.1345e-03 eta: 15:33:41 time: 0.4467 data_time: 0.0026 memory: 2282 loss: 0.4401 loss_cls: 0.1684 loss_bbox: 0.2716 2023/06/07 05:50:32 - mmengine - INFO - Epoch(train) [198][450/782] lr: 3.1323e-03 eta: 15:32:51 time: 0.4433 data_time: 0.0026 memory: 2282 loss: 0.4366 loss_cls: 0.1661 loss_bbox: 0.2705 2023/06/07 05:50:54 - mmengine - INFO - Epoch(train) [198][500/782] lr: 3.1302e-03 eta: 15:32:01 time: 0.4451 data_time: 0.0025 memory: 2282 loss: 0.4468 loss_cls: 0.1711 loss_bbox: 0.2757 2023/06/07 05:51:16 - mmengine - INFO - Epoch(train) [198][550/782] lr: 3.1281e-03 eta: 15:31:11 time: 0.4407 data_time: 0.0025 memory: 2282 loss: 0.4289 loss_cls: 0.1582 loss_bbox: 0.2707 2023/06/07 05:51:38 - mmengine - INFO - Epoch(train) [198][600/782] lr: 3.1259e-03 eta: 15:30:21 time: 0.4418 data_time: 0.0026 memory: 2282 loss: 0.4429 loss_cls: 0.1642 loss_bbox: 0.2787 2023/06/07 05:52:00 - mmengine - INFO - Epoch(train) [198][650/782] lr: 3.1238e-03 eta: 15:29:31 time: 0.4422 data_time: 0.0026 memory: 2282 loss: 0.4329 loss_cls: 0.1645 loss_bbox: 0.2684 2023/06/07 05:52:23 - mmengine - INFO - Epoch(train) [198][700/782] lr: 3.1216e-03 eta: 15:28:42 time: 0.4449 data_time: 0.0025 memory: 2282 loss: 0.4530 loss_cls: 0.1757 loss_bbox: 0.2773 2023/06/07 05:52:45 - mmengine - INFO - Epoch(train) [198][750/782] lr: 3.1195e-03 eta: 15:27:52 time: 0.4489 data_time: 0.0026 memory: 2282 loss: 0.4423 loss_cls: 0.1698 loss_bbox: 0.2725 2023/06/07 05:52:58 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:53:21 - mmengine - INFO - Epoch(train) [199][ 50/782] lr: 3.1160e-03 eta: 15:26:31 time: 0.4779 data_time: 0.0208 memory: 2282 loss: 0.4631 loss_cls: 0.1797 loss_bbox: 0.2833 2023/06/07 05:53:44 - mmengine - INFO - Epoch(train) [199][100/782] lr: 3.1138e-03 eta: 15:25:42 time: 0.4483 data_time: 0.0026 memory: 2282 loss: 0.4492 loss_cls: 0.1736 loss_bbox: 0.2756 2023/06/07 05:54:06 - mmengine - INFO - Epoch(train) [199][150/782] lr: 3.1117e-03 eta: 15:24:52 time: 0.4399 data_time: 0.0026 memory: 2282 loss: 0.4297 loss_cls: 0.1605 loss_bbox: 0.2692 2023/06/07 05:54:12 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:54:28 - mmengine - INFO - Epoch(train) [199][200/782] lr: 3.1095e-03 eta: 15:24:03 time: 0.4429 data_time: 0.0027 memory: 2282 loss: 0.4482 loss_cls: 0.1735 loss_bbox: 0.2747 2023/06/07 05:55:11 - mmengine - INFO - Epoch(train) [199][250/782] lr: 3.1074e-03 eta: 15:23:37 time: 0.8612 data_time: 0.0028 memory: 2282 loss: 0.4434 loss_cls: 0.1677 loss_bbox: 0.2757 2023/06/07 05:55:34 - mmengine - INFO - Epoch(train) [199][300/782] lr: 3.1052e-03 eta: 15:22:48 time: 0.4466 data_time: 0.0024 memory: 2282 loss: 0.4379 loss_cls: 0.1635 loss_bbox: 0.2744 2023/06/07 05:55:56 - mmengine - INFO - Epoch(train) [199][350/782] lr: 3.1030e-03 eta: 15:21:59 time: 0.4480 data_time: 0.0025 memory: 2282 loss: 0.4379 loss_cls: 0.1659 loss_bbox: 0.2720 2023/06/07 05:56:18 - mmengine - INFO - Epoch(train) [199][400/782] lr: 3.1009e-03 eta: 15:21:10 time: 0.4461 data_time: 0.0025 memory: 2282 loss: 0.4293 loss_cls: 0.1620 loss_bbox: 0.2673 2023/06/07 05:56:41 - mmengine - INFO - Epoch(train) [199][450/782] lr: 3.0987e-03 eta: 15:20:20 time: 0.4459 data_time: 0.0025 memory: 2282 loss: 0.4217 loss_cls: 0.1578 loss_bbox: 0.2639 2023/06/07 05:57:03 - mmengine - INFO - Epoch(train) [199][500/782] lr: 3.0965e-03 eta: 15:19:31 time: 0.4429 data_time: 0.0026 memory: 2282 loss: 0.4375 loss_cls: 0.1660 loss_bbox: 0.2715 2023/06/07 05:57:25 - mmengine - INFO - Epoch(train) [199][550/782] lr: 3.0944e-03 eta: 15:18:42 time: 0.4431 data_time: 0.0025 memory: 2282 loss: 0.4465 loss_cls: 0.1699 loss_bbox: 0.2766 2023/06/07 05:57:47 - mmengine - INFO - Epoch(train) [199][600/782] lr: 3.0922e-03 eta: 15:17:53 time: 0.4465 data_time: 0.0026 memory: 2282 loss: 0.4489 loss_cls: 0.1752 loss_bbox: 0.2738 2023/06/07 05:58:30 - mmengine - INFO - Epoch(train) [199][650/782] lr: 3.0900e-03 eta: 15:17:28 time: 0.8615 data_time: 0.0025 memory: 2282 loss: 0.4299 loss_cls: 0.1608 loss_bbox: 0.2691 2023/06/07 05:58:53 - mmengine - INFO - Epoch(train) [199][700/782] lr: 3.0879e-03 eta: 15:16:39 time: 0.4451 data_time: 0.0025 memory: 2282 loss: 0.4325 loss_cls: 0.1643 loss_bbox: 0.2683 2023/06/07 05:59:15 - mmengine - INFO - Epoch(train) [199][750/782] lr: 3.0857e-03 eta: 15:15:49 time: 0.4428 data_time: 0.0027 memory: 2282 loss: 0.4425 loss_cls: 0.1658 loss_bbox: 0.2767 2023/06/07 05:59:27 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 05:59:51 - mmengine - INFO - Epoch(train) [200][ 50/782] lr: 3.0821e-03 eta: 15:14:29 time: 0.4867 data_time: 0.0197 memory: 2282 loss: 0.4392 loss_cls: 0.1665 loss_bbox: 0.2727 2023/06/07 06:00:13 - mmengine - INFO - Epoch(train) [200][100/782] lr: 3.0799e-03 eta: 15:13:40 time: 0.4397 data_time: 0.0026 memory: 2282 loss: 0.4540 loss_cls: 0.1727 loss_bbox: 0.2812 2023/06/07 06:00:51 - mmengine - INFO - Epoch(train) [200][150/782] lr: 3.0778e-03 eta: 15:13:09 time: 0.7567 data_time: 0.0026 memory: 2282 loss: 0.4211 loss_cls: 0.1615 loss_bbox: 0.2596 2023/06/07 06:01:13 - mmengine - INFO - Epoch(train) [200][200/782] lr: 3.0756e-03 eta: 15:12:20 time: 0.4413 data_time: 0.0025 memory: 2282 loss: 0.4394 loss_cls: 0.1650 loss_bbox: 0.2744 2023/06/07 06:01:36 - mmengine - INFO - Epoch(train) [200][250/782] lr: 3.0734e-03 eta: 15:11:31 time: 0.4480 data_time: 0.0027 memory: 2282 loss: 0.4218 loss_cls: 0.1611 loss_bbox: 0.2607 2023/06/07 06:01:58 - mmengine - INFO - Epoch(train) [200][300/782] lr: 3.0712e-03 eta: 15:10:42 time: 0.4409 data_time: 0.0026 memory: 2282 loss: 0.4325 loss_cls: 0.1625 loss_bbox: 0.2700 2023/06/07 06:02:20 - mmengine - INFO - Epoch(train) [200][350/782] lr: 3.0690e-03 eta: 15:09:53 time: 0.4496 data_time: 0.0029 memory: 2282 loss: 0.4406 loss_cls: 0.1648 loss_bbox: 0.2759 2023/06/07 06:02:35 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:02:43 - mmengine - INFO - Epoch(train) [200][400/782] lr: 3.0668e-03 eta: 15:09:05 time: 0.4534 data_time: 0.0025 memory: 2282 loss: 0.4434 loss_cls: 0.1659 loss_bbox: 0.2775 2023/06/07 06:03:05 - mmengine - INFO - Epoch(train) [200][450/782] lr: 3.0646e-03 eta: 15:08:17 time: 0.4485 data_time: 0.0026 memory: 2282 loss: 0.4443 loss_cls: 0.1671 loss_bbox: 0.2772 2023/06/07 06:03:47 - mmengine - INFO - Epoch(train) [200][500/782] lr: 3.0624e-03 eta: 15:07:49 time: 0.8262 data_time: 0.0026 memory: 2282 loss: 0.4485 loss_cls: 0.1733 loss_bbox: 0.2752 2023/06/07 06:04:09 - mmengine - INFO - Epoch(train) [200][550/782] lr: 3.0602e-03 eta: 15:07:01 time: 0.4458 data_time: 0.0026 memory: 2282 loss: 0.4396 loss_cls: 0.1661 loss_bbox: 0.2735 2023/06/07 06:04:32 - mmengine - INFO - Epoch(train) [200][600/782] lr: 3.0581e-03 eta: 15:06:13 time: 0.4530 data_time: 0.0026 memory: 2282 loss: 0.4290 loss_cls: 0.1625 loss_bbox: 0.2665 2023/06/07 06:04:58 - mmengine - INFO - Epoch(train) [200][650/782] lr: 3.0559e-03 eta: 15:05:28 time: 0.5166 data_time: 0.0025 memory: 2282 loss: 0.4308 loss_cls: 0.1614 loss_bbox: 0.2694 2023/06/07 06:05:20 - mmengine - INFO - Epoch(train) [200][700/782] lr: 3.0537e-03 eta: 15:04:40 time: 0.4504 data_time: 0.0026 memory: 2282 loss: 0.4390 loss_cls: 0.1682 loss_bbox: 0.2708 2023/06/07 06:05:42 - mmengine - INFO - Epoch(train) [200][750/782] lr: 3.0515e-03 eta: 15:03:51 time: 0.4431 data_time: 0.0025 memory: 2282 loss: 0.4427 loss_cls: 0.1687 loss_bbox: 0.2739 2023/06/07 06:05:54 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:05:54 - mmengine - INFO - Saving checkpoint at 200 epochs 2023/06/07 06:05:58 - mmengine - INFO - Evaluating bbox... 2023/06/07 06:05:59 - mmengine - INFO - bbox_mAP_copypaste: 0.758 0.985 0.870 0.378 0.613 0.782 2023/06/07 06:05:59 - mmengine - INFO - Epoch(val) [200][43/43] coco/bbox_mAP: 0.7580 coco/bbox_mAP_50: 0.9850 coco/bbox_mAP_75: 0.8700 coco/bbox_mAP_s: 0.3780 coco/bbox_mAP_m: 0.6130 coco/bbox_mAP_l: 0.7820 data_time: 0.0263 time: 0.0525 2023/06/07 06:06:23 - mmengine - INFO - Epoch(train) [201][ 50/782] lr: 3.0478e-03 eta: 15:02:31 time: 0.4777 data_time: 0.0165 memory: 2282 loss: 0.4497 loss_cls: 0.1726 loss_bbox: 0.2772 2023/06/07 06:06:46 - mmengine - INFO - Epoch(train) [201][100/782] lr: 3.0456e-03 eta: 15:01:43 time: 0.4513 data_time: 0.0024 memory: 2282 loss: 0.4379 loss_cls: 0.1655 loss_bbox: 0.2724 2023/06/07 06:07:09 - mmengine - INFO - Epoch(train) [201][150/782] lr: 3.0434e-03 eta: 15:00:56 time: 0.4542 data_time: 0.0024 memory: 2282 loss: 0.4289 loss_cls: 0.1610 loss_bbox: 0.2679 2023/06/07 06:07:31 - mmengine - INFO - Epoch(train) [201][200/782] lr: 3.0412e-03 eta: 15:00:07 time: 0.4477 data_time: 0.0024 memory: 2282 loss: 0.4444 loss_cls: 0.1702 loss_bbox: 0.2742 2023/06/07 06:07:54 - mmengine - INFO - Epoch(train) [201][250/782] lr: 3.0390e-03 eta: 14:59:20 time: 0.4528 data_time: 0.0025 memory: 2282 loss: 0.4239 loss_cls: 0.1586 loss_bbox: 0.2653 2023/06/07 06:08:16 - mmengine - INFO - Epoch(train) [201][300/782] lr: 3.0368e-03 eta: 14:58:31 time: 0.4481 data_time: 0.0026 memory: 2282 loss: 0.4284 loss_cls: 0.1658 loss_bbox: 0.2626 2023/06/07 06:08:39 - mmengine - INFO - Epoch(train) [201][350/782] lr: 3.0346e-03 eta: 14:57:44 time: 0.4513 data_time: 0.0025 memory: 2282 loss: 0.4253 loss_cls: 0.1595 loss_bbox: 0.2659 2023/06/07 06:09:01 - mmengine - INFO - Epoch(train) [201][400/782] lr: 3.0324e-03 eta: 14:56:55 time: 0.4439 data_time: 0.0026 memory: 2282 loss: 0.4457 loss_cls: 0.1713 loss_bbox: 0.2744 2023/06/07 06:09:23 - mmengine - INFO - Epoch(train) [201][450/782] lr: 3.0301e-03 eta: 14:56:07 time: 0.4468 data_time: 0.0025 memory: 2282 loss: 0.4285 loss_cls: 0.1585 loss_bbox: 0.2700 2023/06/07 06:09:46 - mmengine - INFO - Epoch(train) [201][500/782] lr: 3.0279e-03 eta: 14:55:19 time: 0.4478 data_time: 0.0024 memory: 2282 loss: 0.4316 loss_cls: 0.1662 loss_bbox: 0.2654 2023/06/07 06:10:08 - mmengine - INFO - Epoch(train) [201][550/782] lr: 3.0257e-03 eta: 14:54:31 time: 0.4449 data_time: 0.0024 memory: 2282 loss: 0.4227 loss_cls: 0.1568 loss_bbox: 0.2659 2023/06/07 06:10:30 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:10:30 - mmengine - INFO - Epoch(train) [201][600/782] lr: 3.0235e-03 eta: 14:53:43 time: 0.4436 data_time: 0.0025 memory: 2282 loss: 0.4425 loss_cls: 0.1692 loss_bbox: 0.2733 2023/06/07 06:10:52 - mmengine - INFO - Epoch(train) [201][650/782] lr: 3.0213e-03 eta: 14:52:55 time: 0.4430 data_time: 0.0024 memory: 2282 loss: 0.4346 loss_cls: 0.1671 loss_bbox: 0.2676 2023/06/07 06:11:15 - mmengine - INFO - Epoch(train) [201][700/782] lr: 3.0190e-03 eta: 14:52:07 time: 0.4448 data_time: 0.0024 memory: 2282 loss: 0.4233 loss_cls: 0.1606 loss_bbox: 0.2627 2023/06/07 06:12:26 - mmengine - INFO - Epoch(train) [201][750/782] lr: 3.0168e-03 eta: 14:52:13 time: 1.4300 data_time: 0.0024 memory: 2282 loss: 0.4473 loss_cls: 0.1700 loss_bbox: 0.2773 2023/06/07 06:12:38 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:13:02 - mmengine - INFO - Epoch(train) [202][ 50/782] lr: 3.0131e-03 eta: 14:50:54 time: 0.4786 data_time: 0.0130 memory: 2282 loss: 0.4435 loss_cls: 0.1675 loss_bbox: 0.2760 2023/06/07 06:13:25 - mmengine - INFO - Epoch(train) [202][100/782] lr: 3.0109e-03 eta: 14:50:06 time: 0.4528 data_time: 0.0028 memory: 2282 loss: 0.4218 loss_cls: 0.1580 loss_bbox: 0.2638 2023/06/07 06:13:47 - mmengine - INFO - Epoch(train) [202][150/782] lr: 3.0087e-03 eta: 14:49:18 time: 0.4405 data_time: 0.0025 memory: 2282 loss: 0.4405 loss_cls: 0.1716 loss_bbox: 0.2689 2023/06/07 06:14:09 - mmengine - INFO - Epoch(train) [202][200/782] lr: 3.0064e-03 eta: 14:48:30 time: 0.4440 data_time: 0.0025 memory: 2282 loss: 0.4389 loss_cls: 0.1661 loss_bbox: 0.2728 2023/06/07 06:14:31 - mmengine - INFO - Epoch(train) [202][250/782] lr: 3.0042e-03 eta: 14:47:42 time: 0.4396 data_time: 0.0024 memory: 2282 loss: 0.4337 loss_cls: 0.1645 loss_bbox: 0.2692 2023/06/07 06:15:01 - mmengine - INFO - Epoch(train) [202][300/782] lr: 3.0020e-03 eta: 14:47:03 time: 0.5919 data_time: 0.0025 memory: 2282 loss: 0.4197 loss_cls: 0.1574 loss_bbox: 0.2623 2023/06/07 06:15:23 - mmengine - INFO - Epoch(train) [202][350/782] lr: 2.9997e-03 eta: 14:46:15 time: 0.4465 data_time: 0.0026 memory: 2282 loss: 0.4490 loss_cls: 0.1694 loss_bbox: 0.2796 2023/06/07 06:15:46 - mmengine - INFO - Epoch(train) [202][400/782] lr: 2.9975e-03 eta: 14:45:28 time: 0.4499 data_time: 0.0026 memory: 2282 loss: 0.4394 loss_cls: 0.1676 loss_bbox: 0.2718 2023/06/07 06:16:08 - mmengine - INFO - Epoch(train) [202][450/782] lr: 2.9952e-03 eta: 14:44:40 time: 0.4496 data_time: 0.0026 memory: 2282 loss: 0.4503 loss_cls: 0.1716 loss_bbox: 0.2787 2023/06/07 06:16:31 - mmengine - INFO - Epoch(train) [202][500/782] lr: 2.9930e-03 eta: 14:43:53 time: 0.4538 data_time: 0.0026 memory: 2282 loss: 0.4371 loss_cls: 0.1685 loss_bbox: 0.2686 2023/06/07 06:16:53 - mmengine - INFO - Epoch(train) [202][550/782] lr: 2.9908e-03 eta: 14:43:06 time: 0.4520 data_time: 0.0027 memory: 2282 loss: 0.4427 loss_cls: 0.1679 loss_bbox: 0.2749 2023/06/07 06:17:16 - mmengine - INFO - Epoch(train) [202][600/782] lr: 2.9885e-03 eta: 14:42:19 time: 0.4557 data_time: 0.0029 memory: 2282 loss: 0.4249 loss_cls: 0.1654 loss_bbox: 0.2595 2023/06/07 06:17:39 - mmengine - INFO - Epoch(train) [202][650/782] lr: 2.9863e-03 eta: 14:41:32 time: 0.4522 data_time: 0.0027 memory: 2282 loss: 0.4420 loss_cls: 0.1693 loss_bbox: 0.2727 2023/06/07 06:18:05 - mmengine - INFO - Epoch(train) [202][700/782] lr: 2.9840e-03 eta: 14:40:49 time: 0.5294 data_time: 0.0026 memory: 2282 loss: 0.4382 loss_cls: 0.1630 loss_bbox: 0.2752 2023/06/07 06:18:28 - mmengine - INFO - Epoch(train) [202][750/782] lr: 2.9818e-03 eta: 14:40:01 time: 0.4437 data_time: 0.0027 memory: 2282 loss: 0.4481 loss_cls: 0.1719 loss_bbox: 0.2762 2023/06/07 06:18:40 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:18:58 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:19:04 - mmengine - INFO - Epoch(train) [203][ 50/782] lr: 2.9781e-03 eta: 14:38:44 time: 0.4851 data_time: 0.0324 memory: 2282 loss: 0.4509 loss_cls: 0.1716 loss_bbox: 0.2794 2023/06/07 06:19:26 - mmengine - INFO - Epoch(train) [203][100/782] lr: 2.9758e-03 eta: 14:37:56 time: 0.4412 data_time: 0.0026 memory: 2282 loss: 0.4443 loss_cls: 0.1700 loss_bbox: 0.2742 2023/06/07 06:19:49 - mmengine - INFO - Epoch(train) [203][150/782] lr: 2.9735e-03 eta: 14:37:09 time: 0.4508 data_time: 0.0026 memory: 2282 loss: 0.4267 loss_cls: 0.1607 loss_bbox: 0.2661 2023/06/07 06:20:11 - mmengine - INFO - Epoch(train) [203][200/782] lr: 2.9713e-03 eta: 14:36:22 time: 0.4433 data_time: 0.0025 memory: 2282 loss: 0.4345 loss_cls: 0.1625 loss_bbox: 0.2720 2023/06/07 06:20:33 - mmengine - INFO - Epoch(train) [203][250/782] lr: 2.9690e-03 eta: 14:35:34 time: 0.4427 data_time: 0.0026 memory: 2282 loss: 0.4362 loss_cls: 0.1653 loss_bbox: 0.2708 2023/06/07 06:20:55 - mmengine - INFO - Epoch(train) [203][300/782] lr: 2.9668e-03 eta: 14:34:47 time: 0.4423 data_time: 0.0027 memory: 2282 loss: 0.4201 loss_cls: 0.1608 loss_bbox: 0.2593 2023/06/07 06:21:18 - mmengine - INFO - Epoch(train) [203][350/782] lr: 2.9645e-03 eta: 14:34:00 time: 0.4477 data_time: 0.0027 memory: 2282 loss: 0.4300 loss_cls: 0.1582 loss_bbox: 0.2718 2023/06/07 06:21:40 - mmengine - INFO - Epoch(train) [203][400/782] lr: 2.9622e-03 eta: 14:33:13 time: 0.4428 data_time: 0.0026 memory: 2282 loss: 0.4464 loss_cls: 0.1704 loss_bbox: 0.2760 2023/06/07 06:22:20 - mmengine - INFO - Epoch(train) [203][450/782] lr: 2.9600e-03 eta: 14:32:44 time: 0.8045 data_time: 0.0025 memory: 2282 loss: 0.4279 loss_cls: 0.1622 loss_bbox: 0.2658 2023/06/07 06:22:42 - mmengine - INFO - Epoch(train) [203][500/782] lr: 2.9577e-03 eta: 14:31:57 time: 0.4469 data_time: 0.0026 memory: 2282 loss: 0.4428 loss_cls: 0.1676 loss_bbox: 0.2752 2023/06/07 06:23:05 - mmengine - INFO - Epoch(train) [203][550/782] lr: 2.9554e-03 eta: 14:31:10 time: 0.4405 data_time: 0.0026 memory: 2282 loss: 0.4372 loss_cls: 0.1686 loss_bbox: 0.2686 2023/06/07 06:23:29 - mmengine - INFO - Epoch(train) [203][600/782] lr: 2.9531e-03 eta: 14:30:26 time: 0.4988 data_time: 0.0025 memory: 2282 loss: 0.4316 loss_cls: 0.1647 loss_bbox: 0.2669 2023/06/07 06:23:52 - mmengine - INFO - Epoch(train) [203][650/782] lr: 2.9509e-03 eta: 14:29:39 time: 0.4432 data_time: 0.0025 memory: 2282 loss: 0.4398 loss_cls: 0.1644 loss_bbox: 0.2754 2023/06/07 06:24:14 - mmengine - INFO - Epoch(train) [203][700/782] lr: 2.9486e-03 eta: 14:28:52 time: 0.4404 data_time: 0.0027 memory: 2282 loss: 0.4300 loss_cls: 0.1632 loss_bbox: 0.2667 2023/06/07 06:24:36 - mmengine - INFO - Epoch(train) [203][750/782] lr: 2.9463e-03 eta: 14:28:04 time: 0.4411 data_time: 0.0026 memory: 2282 loss: 0.4521 loss_cls: 0.1747 loss_bbox: 0.2774 2023/06/07 06:24:48 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:25:12 - mmengine - INFO - Epoch(train) [204][ 50/782] lr: 2.9426e-03 eta: 14:26:47 time: 0.4777 data_time: 0.0280 memory: 2282 loss: 0.4404 loss_cls: 0.1668 loss_bbox: 0.2736 2023/06/07 06:25:34 - mmengine - INFO - Epoch(train) [204][100/782] lr: 2.9403e-03 eta: 14:26:00 time: 0.4434 data_time: 0.0027 memory: 2282 loss: 0.4307 loss_cls: 0.1609 loss_bbox: 0.2697 2023/06/07 06:25:56 - mmengine - INFO - Epoch(train) [204][150/782] lr: 2.9380e-03 eta: 14:25:14 time: 0.4450 data_time: 0.0025 memory: 2282 loss: 0.4495 loss_cls: 0.1686 loss_bbox: 0.2809 2023/06/07 06:26:19 - mmengine - INFO - Epoch(train) [204][200/782] lr: 2.9357e-03 eta: 14:24:27 time: 0.4454 data_time: 0.0026 memory: 2282 loss: 0.4527 loss_cls: 0.1771 loss_bbox: 0.2756 2023/06/07 06:26:41 - mmengine - INFO - Epoch(train) [204][250/782] lr: 2.9334e-03 eta: 14:23:40 time: 0.4433 data_time: 0.0026 memory: 2282 loss: 0.4564 loss_cls: 0.1758 loss_bbox: 0.2806 2023/06/07 06:26:43 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:27:03 - mmengine - INFO - Epoch(train) [204][300/782] lr: 2.9312e-03 eta: 14:22:53 time: 0.4377 data_time: 0.0027 memory: 2282 loss: 0.4471 loss_cls: 0.1690 loss_bbox: 0.2781 2023/06/07 06:27:25 - mmengine - INFO - Epoch(train) [204][350/782] lr: 2.9289e-03 eta: 14:22:06 time: 0.4460 data_time: 0.0028 memory: 2282 loss: 0.4373 loss_cls: 0.1666 loss_bbox: 0.2707 2023/06/07 06:27:48 - mmengine - INFO - Epoch(train) [204][400/782] lr: 2.9266e-03 eta: 14:21:20 time: 0.4486 data_time: 0.0027 memory: 2282 loss: 0.4312 loss_cls: 0.1650 loss_bbox: 0.2663 2023/06/07 06:28:10 - mmengine - INFO - Epoch(train) [204][450/782] lr: 2.9243e-03 eta: 14:20:34 time: 0.4537 data_time: 0.0027 memory: 2282 loss: 0.4296 loss_cls: 0.1594 loss_bbox: 0.2702 2023/06/07 06:28:33 - mmengine - INFO - Epoch(train) [204][500/782] lr: 2.9220e-03 eta: 14:19:47 time: 0.4468 data_time: 0.0029 memory: 2282 loss: 0.4265 loss_cls: 0.1584 loss_bbox: 0.2681 2023/06/07 06:28:55 - mmengine - INFO - Epoch(train) [204][550/782] lr: 2.9197e-03 eta: 14:19:00 time: 0.4422 data_time: 0.0027 memory: 2282 loss: 0.4394 loss_cls: 0.1671 loss_bbox: 0.2723 2023/06/07 06:29:17 - mmengine - INFO - Epoch(train) [204][600/782] lr: 2.9174e-03 eta: 14:18:14 time: 0.4506 data_time: 0.0027 memory: 2282 loss: 0.4335 loss_cls: 0.1650 loss_bbox: 0.2685 2023/06/07 06:29:40 - mmengine - INFO - Epoch(train) [204][650/782] lr: 2.9151e-03 eta: 14:17:28 time: 0.4479 data_time: 0.0027 memory: 2282 loss: 0.4339 loss_cls: 0.1644 loss_bbox: 0.2695 2023/06/07 06:30:02 - mmengine - INFO - Epoch(train) [204][700/782] lr: 2.9128e-03 eta: 14:16:41 time: 0.4443 data_time: 0.0026 memory: 2282 loss: 0.4476 loss_cls: 0.1722 loss_bbox: 0.2754 2023/06/07 06:30:24 - mmengine - INFO - Epoch(train) [204][750/782] lr: 2.9105e-03 eta: 14:15:55 time: 0.4465 data_time: 0.0025 memory: 2282 loss: 0.4291 loss_cls: 0.1604 loss_bbox: 0.2687 2023/06/07 06:30:37 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:31:01 - mmengine - INFO - Epoch(train) [205][ 50/782] lr: 2.9067e-03 eta: 14:14:39 time: 0.4794 data_time: 0.0181 memory: 2282 loss: 0.4362 loss_cls: 0.1653 loss_bbox: 0.2709 2023/06/07 06:31:23 - mmengine - INFO - Epoch(train) [205][100/782] lr: 2.9044e-03 eta: 14:13:52 time: 0.4436 data_time: 0.0024 memory: 2282 loss: 0.4419 loss_cls: 0.1650 loss_bbox: 0.2769 2023/06/07 06:31:45 - mmengine - INFO - Epoch(train) [205][150/782] lr: 2.9021e-03 eta: 14:13:06 time: 0.4409 data_time: 0.0028 memory: 2282 loss: 0.4224 loss_cls: 0.1556 loss_bbox: 0.2668 2023/06/07 06:32:08 - mmengine - INFO - Epoch(train) [205][200/782] lr: 2.8998e-03 eta: 14:12:20 time: 0.4556 data_time: 0.0025 memory: 2282 loss: 0.4109 loss_cls: 0.1542 loss_bbox: 0.2566 2023/06/07 06:32:30 - mmengine - INFO - Epoch(train) [205][250/782] lr: 2.8975e-03 eta: 14:11:34 time: 0.4495 data_time: 0.0025 memory: 2282 loss: 0.4440 loss_cls: 0.1720 loss_bbox: 0.2720 2023/06/07 06:32:52 - mmengine - INFO - Epoch(train) [205][300/782] lr: 2.8952e-03 eta: 14:10:48 time: 0.4433 data_time: 0.0024 memory: 2282 loss: 0.4210 loss_cls: 0.1565 loss_bbox: 0.2645 2023/06/07 06:33:15 - mmengine - INFO - Epoch(train) [205][350/782] lr: 2.8929e-03 eta: 14:10:02 time: 0.4457 data_time: 0.0025 memory: 2282 loss: 0.4317 loss_cls: 0.1608 loss_bbox: 0.2709 2023/06/07 06:33:37 - mmengine - INFO - Epoch(train) [205][400/782] lr: 2.8906e-03 eta: 14:09:15 time: 0.4386 data_time: 0.0025 memory: 2282 loss: 0.4445 loss_cls: 0.1666 loss_bbox: 0.2780 2023/06/07 06:33:59 - mmengine - INFO - Epoch(train) [205][450/782] lr: 2.8882e-03 eta: 14:08:29 time: 0.4434 data_time: 0.0025 memory: 2282 loss: 0.4392 loss_cls: 0.1667 loss_bbox: 0.2725 2023/06/07 06:34:08 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:34:21 - mmengine - INFO - Epoch(train) [205][500/782] lr: 2.8859e-03 eta: 14:07:43 time: 0.4391 data_time: 0.0025 memory: 2282 loss: 0.4409 loss_cls: 0.1675 loss_bbox: 0.2735 2023/06/07 06:34:43 - mmengine - INFO - Epoch(train) [205][550/782] lr: 2.8836e-03 eta: 14:06:57 time: 0.4451 data_time: 0.0025 memory: 2282 loss: 0.4263 loss_cls: 0.1594 loss_bbox: 0.2669 2023/06/07 06:35:05 - mmengine - INFO - Epoch(train) [205][600/782] lr: 2.8813e-03 eta: 14:06:11 time: 0.4423 data_time: 0.0026 memory: 2282 loss: 0.4207 loss_cls: 0.1543 loss_bbox: 0.2664 2023/06/07 06:35:27 - mmengine - INFO - Epoch(train) [205][650/782] lr: 2.8790e-03 eta: 14:05:24 time: 0.4424 data_time: 0.0026 memory: 2282 loss: 0.4469 loss_cls: 0.1697 loss_bbox: 0.2772 2023/06/07 06:35:50 - mmengine - INFO - Epoch(train) [205][700/782] lr: 2.8767e-03 eta: 14:04:39 time: 0.4518 data_time: 0.0026 memory: 2282 loss: 0.4172 loss_cls: 0.1566 loss_bbox: 0.2606 2023/06/07 06:36:12 - mmengine - INFO - Epoch(train) [205][750/782] lr: 2.8743e-03 eta: 14:03:53 time: 0.4445 data_time: 0.0027 memory: 2282 loss: 0.4368 loss_cls: 0.1632 loss_bbox: 0.2736 2023/06/07 06:36:24 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:36:49 - mmengine - INFO - Epoch(train) [206][ 50/782] lr: 2.8705e-03 eta: 14:02:38 time: 0.4814 data_time: 0.0163 memory: 2282 loss: 0.4360 loss_cls: 0.1642 loss_bbox: 0.2718 2023/06/07 06:37:11 - mmengine - INFO - Epoch(train) [206][100/782] lr: 2.8682e-03 eta: 14:01:52 time: 0.4435 data_time: 0.0026 memory: 2282 loss: 0.4335 loss_cls: 0.1602 loss_bbox: 0.2733 2023/06/07 06:37:59 - mmengine - INFO - Epoch(train) [206][150/782] lr: 2.8659e-03 eta: 14:01:32 time: 0.9690 data_time: 0.0028 memory: 2282 loss: 0.4258 loss_cls: 0.1578 loss_bbox: 0.2680 2023/06/07 06:38:21 - mmengine - INFO - Epoch(train) [206][200/782] lr: 2.8635e-03 eta: 14:00:46 time: 0.4441 data_time: 0.0025 memory: 2282 loss: 0.4319 loss_cls: 0.1640 loss_bbox: 0.2679 2023/06/07 06:38:44 - mmengine - INFO - Epoch(train) [206][250/782] lr: 2.8612e-03 eta: 14:00:01 time: 0.4471 data_time: 0.0025 memory: 2282 loss: 0.4396 loss_cls: 0.1648 loss_bbox: 0.2748 2023/06/07 06:39:06 - mmengine - INFO - Epoch(train) [206][300/782] lr: 2.8589e-03 eta: 13:59:15 time: 0.4508 data_time: 0.0026 memory: 2282 loss: 0.4479 loss_cls: 0.1721 loss_bbox: 0.2758 2023/06/07 06:39:48 - mmengine - INFO - Epoch(train) [206][350/782] lr: 2.8565e-03 eta: 13:58:48 time: 0.8301 data_time: 0.0027 memory: 2282 loss: 0.4411 loss_cls: 0.1686 loss_bbox: 0.2725 2023/06/07 06:40:10 - mmengine - INFO - Epoch(train) [206][400/782] lr: 2.8542e-03 eta: 13:58:03 time: 0.4480 data_time: 0.0027 memory: 2282 loss: 0.4467 loss_cls: 0.1713 loss_bbox: 0.2754 2023/06/07 06:40:32 - mmengine - INFO - Epoch(train) [206][450/782] lr: 2.8519e-03 eta: 13:57:17 time: 0.4430 data_time: 0.0026 memory: 2282 loss: 0.4254 loss_cls: 0.1612 loss_bbox: 0.2642 2023/06/07 06:40:55 - mmengine - INFO - Epoch(train) [206][500/782] lr: 2.8495e-03 eta: 13:56:31 time: 0.4406 data_time: 0.0027 memory: 2282 loss: 0.4250 loss_cls: 0.1627 loss_bbox: 0.2623 2023/06/07 06:41:17 - mmengine - INFO - Epoch(train) [206][550/782] lr: 2.8472e-03 eta: 13:55:46 time: 0.4488 data_time: 0.0027 memory: 2282 loss: 0.4393 loss_cls: 0.1641 loss_bbox: 0.2752 2023/06/07 06:41:39 - mmengine - INFO - Epoch(train) [206][600/782] lr: 2.8449e-03 eta: 13:55:00 time: 0.4409 data_time: 0.0028 memory: 2282 loss: 0.4415 loss_cls: 0.1652 loss_bbox: 0.2763 2023/06/07 06:42:02 - mmengine - INFO - Epoch(train) [206][650/782] lr: 2.8425e-03 eta: 13:54:15 time: 0.4494 data_time: 0.0026 memory: 2282 loss: 0.4429 loss_cls: 0.1680 loss_bbox: 0.2750 2023/06/07 06:42:27 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:42:32 - mmengine - INFO - Epoch(train) [206][700/782] lr: 2.8402e-03 eta: 13:53:37 time: 0.6103 data_time: 0.0027 memory: 2282 loss: 0.4364 loss_cls: 0.1667 loss_bbox: 0.2697 2023/06/07 06:42:55 - mmengine - INFO - Epoch(train) [206][750/782] lr: 2.8378e-03 eta: 13:52:53 time: 0.4572 data_time: 0.0027 memory: 2282 loss: 0.4475 loss_cls: 0.1708 loss_bbox: 0.2767 2023/06/07 06:43:07 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:43:31 - mmengine - INFO - Epoch(train) [207][ 50/782] lr: 2.8340e-03 eta: 13:51:38 time: 0.4854 data_time: 0.0175 memory: 2282 loss: 0.4386 loss_cls: 0.1661 loss_bbox: 0.2726 2023/06/07 06:44:05 - mmengine - INFO - Epoch(train) [207][100/782] lr: 2.8316e-03 eta: 13:51:03 time: 0.6634 data_time: 0.0025 memory: 2282 loss: 0.4313 loss_cls: 0.1664 loss_bbox: 0.2649 2023/06/07 06:44:31 - mmengine - INFO - Epoch(train) [207][150/782] lr: 2.8293e-03 eta: 13:50:22 time: 0.5324 data_time: 0.0026 memory: 2282 loss: 0.4299 loss_cls: 0.1607 loss_bbox: 0.2693 2023/06/07 06:44:54 - mmengine - INFO - Epoch(train) [207][200/782] lr: 2.8269e-03 eta: 13:49:37 time: 0.4494 data_time: 0.0024 memory: 2282 loss: 0.4328 loss_cls: 0.1608 loss_bbox: 0.2720 2023/06/07 06:45:16 - mmengine - INFO - Epoch(train) [207][250/782] lr: 2.8246e-03 eta: 13:48:52 time: 0.4507 data_time: 0.0026 memory: 2282 loss: 0.4536 loss_cls: 0.1702 loss_bbox: 0.2834 2023/06/07 06:45:38 - mmengine - INFO - Epoch(train) [207][300/782] lr: 2.8222e-03 eta: 13:48:06 time: 0.4450 data_time: 0.0025 memory: 2282 loss: 0.4432 loss_cls: 0.1714 loss_bbox: 0.2718 2023/06/07 06:46:01 - mmengine - INFO - Epoch(train) [207][350/782] lr: 2.8199e-03 eta: 13:47:21 time: 0.4474 data_time: 0.0025 memory: 2282 loss: 0.4171 loss_cls: 0.1534 loss_bbox: 0.2637 2023/06/07 06:46:23 - mmengine - INFO - Epoch(train) [207][400/782] lr: 2.8175e-03 eta: 13:46:36 time: 0.4447 data_time: 0.0024 memory: 2282 loss: 0.4318 loss_cls: 0.1640 loss_bbox: 0.2678 2023/06/07 06:46:45 - mmengine - INFO - Epoch(train) [207][450/782] lr: 2.8152e-03 eta: 13:45:51 time: 0.4452 data_time: 0.0025 memory: 2282 loss: 0.4357 loss_cls: 0.1666 loss_bbox: 0.2691 2023/06/07 06:47:08 - mmengine - INFO - Epoch(train) [207][500/782] lr: 2.8128e-03 eta: 13:45:06 time: 0.4483 data_time: 0.0026 memory: 2282 loss: 0.4282 loss_cls: 0.1604 loss_bbox: 0.2678 2023/06/07 06:47:30 - mmengine - INFO - Epoch(train) [207][550/782] lr: 2.8104e-03 eta: 13:44:21 time: 0.4511 data_time: 0.0025 memory: 2282 loss: 0.4391 loss_cls: 0.1674 loss_bbox: 0.2716 2023/06/07 06:47:53 - mmengine - INFO - Epoch(train) [207][600/782] lr: 2.8081e-03 eta: 13:43:36 time: 0.4482 data_time: 0.0024 memory: 2282 loss: 0.4439 loss_cls: 0.1713 loss_bbox: 0.2726 2023/06/07 06:48:15 - mmengine - INFO - Epoch(train) [207][650/782] lr: 2.8057e-03 eta: 13:42:51 time: 0.4519 data_time: 0.0026 memory: 2282 loss: 0.4420 loss_cls: 0.1668 loss_bbox: 0.2751 2023/06/07 06:48:38 - mmengine - INFO - Epoch(train) [207][700/782] lr: 2.8034e-03 eta: 13:42:06 time: 0.4446 data_time: 0.0025 memory: 2282 loss: 0.4292 loss_cls: 0.1610 loss_bbox: 0.2681 2023/06/07 06:49:00 - mmengine - INFO - Epoch(train) [207][750/782] lr: 2.8010e-03 eta: 13:41:21 time: 0.4430 data_time: 0.0025 memory: 2282 loss: 0.4418 loss_cls: 0.1709 loss_bbox: 0.2709 2023/06/07 06:49:12 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:49:36 - mmengine - INFO - Epoch(train) [208][ 50/782] lr: 2.7971e-03 eta: 13:40:07 time: 0.4838 data_time: 0.0157 memory: 2282 loss: 0.4512 loss_cls: 0.1742 loss_bbox: 0.2770 2023/06/07 06:49:59 - mmengine - INFO - Epoch(train) [208][100/782] lr: 2.7948e-03 eta: 13:39:22 time: 0.4458 data_time: 0.0025 memory: 2282 loss: 0.4221 loss_cls: 0.1604 loss_bbox: 0.2617 2023/06/07 06:50:10 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:50:21 - mmengine - INFO - Epoch(train) [208][150/782] lr: 2.7924e-03 eta: 13:38:37 time: 0.4408 data_time: 0.0026 memory: 2282 loss: 0.4254 loss_cls: 0.1594 loss_bbox: 0.2660 2023/06/07 06:50:43 - mmengine - INFO - Epoch(train) [208][200/782] lr: 2.7900e-03 eta: 13:37:52 time: 0.4458 data_time: 0.0026 memory: 2282 loss: 0.4418 loss_cls: 0.1668 loss_bbox: 0.2751 2023/06/07 06:51:05 - mmengine - INFO - Epoch(train) [208][250/782] lr: 2.7876e-03 eta: 13:37:07 time: 0.4437 data_time: 0.0025 memory: 2282 loss: 0.4310 loss_cls: 0.1653 loss_bbox: 0.2657 2023/06/07 06:51:27 - mmengine - INFO - Epoch(train) [208][300/782] lr: 2.7853e-03 eta: 13:36:22 time: 0.4395 data_time: 0.0025 memory: 2282 loss: 0.4183 loss_cls: 0.1581 loss_bbox: 0.2602 2023/06/07 06:51:50 - mmengine - INFO - Epoch(train) [208][350/782] lr: 2.7829e-03 eta: 13:35:38 time: 0.4469 data_time: 0.0026 memory: 2282 loss: 0.4211 loss_cls: 0.1596 loss_bbox: 0.2615 2023/06/07 06:52:12 - mmengine - INFO - Epoch(train) [208][400/782] lr: 2.7805e-03 eta: 13:34:53 time: 0.4402 data_time: 0.0026 memory: 2282 loss: 0.4361 loss_cls: 0.1644 loss_bbox: 0.2716 2023/06/07 06:52:34 - mmengine - INFO - Epoch(train) [208][450/782] lr: 2.7781e-03 eta: 13:34:08 time: 0.4453 data_time: 0.0026 memory: 2282 loss: 0.4375 loss_cls: 0.1650 loss_bbox: 0.2725 2023/06/07 06:52:57 - mmengine - INFO - Epoch(train) [208][500/782] lr: 2.7758e-03 eta: 13:33:24 time: 0.4510 data_time: 0.0028 memory: 2282 loss: 0.4389 loss_cls: 0.1659 loss_bbox: 0.2730 2023/06/07 06:53:19 - mmengine - INFO - Epoch(train) [208][550/782] lr: 2.7734e-03 eta: 13:32:39 time: 0.4515 data_time: 0.0025 memory: 2282 loss: 0.4437 loss_cls: 0.1677 loss_bbox: 0.2760 2023/06/07 06:53:42 - mmengine - INFO - Epoch(train) [208][600/782] lr: 2.7710e-03 eta: 13:31:55 time: 0.4496 data_time: 0.0025 memory: 2282 loss: 0.4253 loss_cls: 0.1610 loss_bbox: 0.2643 2023/06/07 06:54:04 - mmengine - INFO - Epoch(train) [208][650/782] lr: 2.7686e-03 eta: 13:31:10 time: 0.4529 data_time: 0.0025 memory: 2282 loss: 0.4467 loss_cls: 0.1682 loss_bbox: 0.2785 2023/06/07 06:54:27 - mmengine - INFO - Epoch(train) [208][700/782] lr: 2.7662e-03 eta: 13:30:26 time: 0.4461 data_time: 0.0024 memory: 2282 loss: 0.4240 loss_cls: 0.1567 loss_bbox: 0.2672 2023/06/07 06:54:49 - mmengine - INFO - Epoch(train) [208][750/782] lr: 2.7639e-03 eta: 13:29:41 time: 0.4417 data_time: 0.0025 memory: 2282 loss: 0.4442 loss_cls: 0.1675 loss_bbox: 0.2767 2023/06/07 06:55:01 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:55:25 - mmengine - INFO - Epoch(train) [209][ 50/782] lr: 2.7599e-03 eta: 13:28:28 time: 0.4887 data_time: 0.0254 memory: 2282 loss: 0.4399 loss_cls: 0.1654 loss_bbox: 0.2745 2023/06/07 06:55:48 - mmengine - INFO - Epoch(train) [209][100/782] lr: 2.7576e-03 eta: 13:27:44 time: 0.4508 data_time: 0.0027 memory: 2282 loss: 0.4374 loss_cls: 0.1648 loss_bbox: 0.2726 2023/06/07 06:56:10 - mmengine - INFO - Epoch(train) [209][150/782] lr: 2.7552e-03 eta: 13:26:59 time: 0.4436 data_time: 0.0027 memory: 2282 loss: 0.4397 loss_cls: 0.1671 loss_bbox: 0.2726 2023/06/07 06:56:32 - mmengine - INFO - Epoch(train) [209][200/782] lr: 2.7528e-03 eta: 13:26:15 time: 0.4465 data_time: 0.0027 memory: 2282 loss: 0.4301 loss_cls: 0.1599 loss_bbox: 0.2702 2023/06/07 06:56:55 - mmengine - INFO - Epoch(train) [209][250/782] lr: 2.7504e-03 eta: 13:25:31 time: 0.4424 data_time: 0.0026 memory: 2282 loss: 0.4520 loss_cls: 0.1740 loss_bbox: 0.2780 2023/06/07 06:57:23 - mmengine - INFO - Epoch(train) [209][300/782] lr: 2.7480e-03 eta: 13:24:52 time: 0.5684 data_time: 0.0027 memory: 2282 loss: 0.4407 loss_cls: 0.1710 loss_bbox: 0.2697 2023/06/07 06:57:43 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 06:57:45 - mmengine - INFO - Epoch(train) [209][350/782] lr: 2.7456e-03 eta: 13:24:08 time: 0.4471 data_time: 0.0027 memory: 2282 loss: 0.4444 loss_cls: 0.1683 loss_bbox: 0.2761 2023/06/07 06:58:07 - mmengine - INFO - Epoch(train) [209][400/782] lr: 2.7432e-03 eta: 13:23:23 time: 0.4419 data_time: 0.0026 memory: 2282 loss: 0.4164 loss_cls: 0.1547 loss_bbox: 0.2617 2023/06/07 06:58:30 - mmengine - INFO - Epoch(train) [209][450/782] lr: 2.7408e-03 eta: 13:22:39 time: 0.4470 data_time: 0.0027 memory: 2282 loss: 0.4317 loss_cls: 0.1665 loss_bbox: 0.2651 2023/06/07 06:58:52 - mmengine - INFO - Epoch(train) [209][500/782] lr: 2.7384e-03 eta: 13:21:55 time: 0.4432 data_time: 0.0027 memory: 2282 loss: 0.4233 loss_cls: 0.1600 loss_bbox: 0.2633 2023/06/07 06:59:14 - mmengine - INFO - Epoch(train) [209][550/782] lr: 2.7360e-03 eta: 13:21:10 time: 0.4376 data_time: 0.0027 memory: 2282 loss: 0.4258 loss_cls: 0.1595 loss_bbox: 0.2663 2023/06/07 06:59:36 - mmengine - INFO - Epoch(train) [209][600/782] lr: 2.7336e-03 eta: 13:20:26 time: 0.4469 data_time: 0.0026 memory: 2282 loss: 0.4142 loss_cls: 0.1574 loss_bbox: 0.2568 2023/06/07 06:59:58 - mmengine - INFO - Epoch(train) [209][650/782] lr: 2.7312e-03 eta: 13:19:42 time: 0.4431 data_time: 0.0025 memory: 2282 loss: 0.4182 loss_cls: 0.1585 loss_bbox: 0.2596 2023/06/07 07:00:38 - mmengine - INFO - Epoch(train) [209][700/782] lr: 2.7288e-03 eta: 13:19:14 time: 0.7990 data_time: 0.0025 memory: 2282 loss: 0.4348 loss_cls: 0.1633 loss_bbox: 0.2714 2023/06/07 07:01:01 - mmengine - INFO - Epoch(train) [209][750/782] lr: 2.7264e-03 eta: 13:18:30 time: 0.4442 data_time: 0.0025 memory: 2282 loss: 0.4442 loss_cls: 0.1694 loss_bbox: 0.2749 2023/06/07 07:01:13 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:01:37 - mmengine - INFO - Epoch(train) [210][ 50/782] lr: 2.7225e-03 eta: 13:17:17 time: 0.4852 data_time: 0.0230 memory: 2282 loss: 0.4443 loss_cls: 0.1668 loss_bbox: 0.2775 2023/06/07 07:02:09 - mmengine - INFO - Epoch(train) [210][100/782] lr: 2.7201e-03 eta: 13:16:42 time: 0.6440 data_time: 0.0029 memory: 2282 loss: 0.4455 loss_cls: 0.1705 loss_bbox: 0.2750 2023/06/07 07:02:31 - mmengine - INFO - Epoch(train) [210][150/782] lr: 2.7177e-03 eta: 13:15:58 time: 0.4438 data_time: 0.0027 memory: 2282 loss: 0.4148 loss_cls: 0.1515 loss_bbox: 0.2634 2023/06/07 07:02:54 - mmengine - INFO - Epoch(train) [210][200/782] lr: 2.7153e-03 eta: 13:15:14 time: 0.4526 data_time: 0.0029 memory: 2282 loss: 0.4481 loss_cls: 0.1723 loss_bbox: 0.2758 2023/06/07 07:03:16 - mmengine - INFO - Epoch(train) [210][250/782] lr: 2.7129e-03 eta: 13:14:30 time: 0.4423 data_time: 0.0027 memory: 2282 loss: 0.4339 loss_cls: 0.1640 loss_bbox: 0.2698 2023/06/07 07:03:39 - mmengine - INFO - Epoch(train) [210][300/782] lr: 2.7105e-03 eta: 13:13:46 time: 0.4452 data_time: 0.0027 memory: 2282 loss: 0.4311 loss_cls: 0.1609 loss_bbox: 0.2702 2023/06/07 07:04:01 - mmengine - INFO - Epoch(train) [210][350/782] lr: 2.7080e-03 eta: 13:13:03 time: 0.4506 data_time: 0.0028 memory: 2282 loss: 0.4392 loss_cls: 0.1673 loss_bbox: 0.2719 2023/06/07 07:04:23 - mmengine - INFO - Epoch(train) [210][400/782] lr: 2.7056e-03 eta: 13:12:19 time: 0.4469 data_time: 0.0026 memory: 2282 loss: 0.4353 loss_cls: 0.1644 loss_bbox: 0.2708 2023/06/07 07:05:12 - mmengine - INFO - Epoch(train) [210][450/782] lr: 2.7032e-03 eta: 13:11:59 time: 0.9723 data_time: 0.0025 memory: 2282 loss: 0.4254 loss_cls: 0.1595 loss_bbox: 0.2659 2023/06/07 07:05:34 - mmengine - INFO - Epoch(train) [210][500/782] lr: 2.7008e-03 eta: 13:11:15 time: 0.4416 data_time: 0.0024 memory: 2282 loss: 0.4279 loss_cls: 0.1593 loss_bbox: 0.2686 2023/06/07 07:05:57 - mmengine - INFO - Epoch(train) [210][550/782] lr: 2.6984e-03 eta: 13:10:31 time: 0.4476 data_time: 0.0024 memory: 2282 loss: 0.4198 loss_cls: 0.1593 loss_bbox: 0.2605 2023/06/07 07:06:02 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:06:19 - mmengine - INFO - Epoch(train) [210][600/782] lr: 2.6960e-03 eta: 13:09:47 time: 0.4426 data_time: 0.0025 memory: 2282 loss: 0.4364 loss_cls: 0.1660 loss_bbox: 0.2704 2023/06/07 07:06:41 - mmengine - INFO - Epoch(train) [210][650/782] lr: 2.6936e-03 eta: 13:09:03 time: 0.4358 data_time: 0.0024 memory: 2282 loss: 0.4297 loss_cls: 0.1649 loss_bbox: 0.2648 2023/06/07 07:07:03 - mmengine - INFO - Epoch(train) [210][700/782] lr: 2.6911e-03 eta: 13:08:19 time: 0.4420 data_time: 0.0024 memory: 2282 loss: 0.4450 loss_cls: 0.1671 loss_bbox: 0.2779 2023/06/07 07:07:25 - mmengine - INFO - Epoch(train) [210][750/782] lr: 2.6887e-03 eta: 13:07:35 time: 0.4465 data_time: 0.0023 memory: 2282 loss: 0.4182 loss_cls: 0.1566 loss_bbox: 0.2615 2023/06/07 07:07:37 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:07:37 - mmengine - INFO - Saving checkpoint at 210 epochs 2023/06/07 07:07:41 - mmengine - INFO - Evaluating bbox... 2023/06/07 07:07:42 - mmengine - INFO - bbox_mAP_copypaste: 0.762 0.985 0.872 0.407 0.620 0.784 2023/06/07 07:07:42 - mmengine - INFO - Epoch(val) [210][43/43] coco/bbox_mAP: 0.7620 coco/bbox_mAP_50: 0.9850 coco/bbox_mAP_75: 0.8720 coco/bbox_mAP_s: 0.4070 coco/bbox_mAP_m: 0.6200 coco/bbox_mAP_l: 0.7840 data_time: 0.0251 time: 0.0506 2023/06/07 07:08:06 - mmengine - INFO - Epoch(train) [211][ 50/782] lr: 2.6848e-03 eta: 13:06:24 time: 0.4845 data_time: 0.0279 memory: 2282 loss: 0.4350 loss_cls: 0.1604 loss_bbox: 0.2747 2023/06/07 07:08:29 - mmengine - INFO - Epoch(train) [211][100/782] lr: 2.6823e-03 eta: 13:05:40 time: 0.4421 data_time: 0.0023 memory: 2282 loss: 0.4327 loss_cls: 0.1632 loss_bbox: 0.2694 2023/06/07 07:09:07 - mmengine - INFO - Epoch(train) [211][150/782] lr: 2.6799e-03 eta: 13:05:11 time: 0.7750 data_time: 0.0024 memory: 2282 loss: 0.4390 loss_cls: 0.1655 loss_bbox: 0.2735 2023/06/07 07:09:29 - mmengine - INFO - Epoch(train) [211][200/782] lr: 2.6775e-03 eta: 13:04:27 time: 0.4394 data_time: 0.0023 memory: 2282 loss: 0.4210 loss_cls: 0.1590 loss_bbox: 0.2620 2023/06/07 07:09:52 - mmengine - INFO - Epoch(train) [211][250/782] lr: 2.6751e-03 eta: 13:03:43 time: 0.4439 data_time: 0.0023 memory: 2282 loss: 0.4167 loss_cls: 0.1582 loss_bbox: 0.2585 2023/06/07 07:10:14 - mmengine - INFO - Epoch(train) [211][300/782] lr: 2.6726e-03 eta: 13:03:00 time: 0.4465 data_time: 0.0026 memory: 2282 loss: 0.4322 loss_cls: 0.1617 loss_bbox: 0.2705 2023/06/07 07:10:36 - mmengine - INFO - Epoch(train) [211][350/782] lr: 2.6702e-03 eta: 13:02:16 time: 0.4396 data_time: 0.0025 memory: 2282 loss: 0.4307 loss_cls: 0.1637 loss_bbox: 0.2670 2023/06/07 07:11:29 - mmengine - INFO - Epoch(train) [211][400/782] lr: 2.6678e-03 eta: 13:02:00 time: 1.0665 data_time: 0.0024 memory: 2282 loss: 0.4310 loss_cls: 0.1614 loss_bbox: 0.2696 2023/06/07 07:11:51 - mmengine - INFO - Epoch(train) [211][450/782] lr: 2.6654e-03 eta: 13:01:16 time: 0.4405 data_time: 0.0024 memory: 2282 loss: 0.4354 loss_cls: 0.1653 loss_bbox: 0.2701 2023/06/07 07:12:13 - mmengine - INFO - Epoch(train) [211][500/782] lr: 2.6629e-03 eta: 13:00:33 time: 0.4412 data_time: 0.0024 memory: 2282 loss: 0.4369 loss_cls: 0.1682 loss_bbox: 0.2686 2023/06/07 07:12:35 - mmengine - INFO - Epoch(train) [211][550/782] lr: 2.6605e-03 eta: 12:59:49 time: 0.4369 data_time: 0.0024 memory: 2282 loss: 0.4220 loss_cls: 0.1598 loss_bbox: 0.2622 2023/06/07 07:12:57 - mmengine - INFO - Epoch(train) [211][600/782] lr: 2.6581e-03 eta: 12:59:05 time: 0.4410 data_time: 0.0025 memory: 2282 loss: 0.4157 loss_cls: 0.1565 loss_bbox: 0.2592 2023/06/07 07:13:20 - mmengine - INFO - Epoch(train) [211][650/782] lr: 2.6556e-03 eta: 12:58:22 time: 0.4480 data_time: 0.0026 memory: 2282 loss: 0.4196 loss_cls: 0.1587 loss_bbox: 0.2610 2023/06/07 07:13:42 - mmengine - INFO - Epoch(train) [211][700/782] lr: 2.6532e-03 eta: 12:57:38 time: 0.4440 data_time: 0.0026 memory: 2282 loss: 0.4437 loss_cls: 0.1671 loss_bbox: 0.2766 2023/06/07 07:14:04 - mmengine - INFO - Epoch(train) [211][750/782] lr: 2.6508e-03 eta: 12:56:55 time: 0.4446 data_time: 0.0026 memory: 2282 loss: 0.4315 loss_cls: 0.1623 loss_bbox: 0.2692 2023/06/07 07:14:16 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:14:17 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:14:41 - mmengine - INFO - Epoch(train) [212][ 50/782] lr: 2.6468e-03 eta: 12:55:44 time: 0.4776 data_time: 0.0187 memory: 2282 loss: 0.4411 loss_cls: 0.1724 loss_bbox: 0.2687 2023/06/07 07:15:03 - mmengine - INFO - Epoch(train) [212][100/782] lr: 2.6443e-03 eta: 12:55:00 time: 0.4411 data_time: 0.0024 memory: 2282 loss: 0.4103 loss_cls: 0.1551 loss_bbox: 0.2552 2023/06/07 07:15:25 - mmengine - INFO - Epoch(train) [212][150/782] lr: 2.6419e-03 eta: 12:54:17 time: 0.4413 data_time: 0.0024 memory: 2282 loss: 0.4349 loss_cls: 0.1639 loss_bbox: 0.2710 2023/06/07 07:15:47 - mmengine - INFO - Epoch(train) [212][200/782] lr: 2.6395e-03 eta: 12:53:34 time: 0.4428 data_time: 0.0024 memory: 2282 loss: 0.4398 loss_cls: 0.1647 loss_bbox: 0.2751 2023/06/07 07:16:09 - mmengine - INFO - Epoch(train) [212][250/782] lr: 2.6370e-03 eta: 12:52:50 time: 0.4406 data_time: 0.0023 memory: 2282 loss: 0.4348 loss_cls: 0.1650 loss_bbox: 0.2698 2023/06/07 07:16:31 - mmengine - INFO - Epoch(train) [212][300/782] lr: 2.6346e-03 eta: 12:52:07 time: 0.4469 data_time: 0.0023 memory: 2282 loss: 0.4334 loss_cls: 0.1640 loss_bbox: 0.2694 2023/06/07 07:16:54 - mmengine - INFO - Epoch(train) [212][350/782] lr: 2.6321e-03 eta: 12:51:24 time: 0.4447 data_time: 0.0023 memory: 2282 loss: 0.4422 loss_cls: 0.1662 loss_bbox: 0.2759 2023/06/07 07:17:16 - mmengine - INFO - Epoch(train) [212][400/782] lr: 2.6297e-03 eta: 12:50:41 time: 0.4467 data_time: 0.0023 memory: 2282 loss: 0.4163 loss_cls: 0.1551 loss_bbox: 0.2613 2023/06/07 07:17:38 - mmengine - INFO - Epoch(train) [212][450/782] lr: 2.6272e-03 eta: 12:49:57 time: 0.4422 data_time: 0.0024 memory: 2282 loss: 0.4232 loss_cls: 0.1572 loss_bbox: 0.2660 2023/06/07 07:18:32 - mmengine - INFO - Epoch(train) [212][500/782] lr: 2.6248e-03 eta: 12:49:42 time: 1.0724 data_time: 0.6359 memory: 2282 loss: 0.4318 loss_cls: 0.1660 loss_bbox: 0.2657 2023/06/07 07:18:54 - mmengine - INFO - Epoch(train) [212][550/782] lr: 2.6224e-03 eta: 12:48:59 time: 0.4461 data_time: 0.0024 memory: 2282 loss: 0.4413 loss_cls: 0.1693 loss_bbox: 0.2720 2023/06/07 07:19:16 - mmengine - INFO - Epoch(train) [212][600/782] lr: 2.6199e-03 eta: 12:48:15 time: 0.4425 data_time: 0.0024 memory: 2282 loss: 0.4357 loss_cls: 0.1654 loss_bbox: 0.2704 2023/06/07 07:19:38 - mmengine - INFO - Epoch(train) [212][650/782] lr: 2.6175e-03 eta: 12:47:32 time: 0.4406 data_time: 0.0024 memory: 2282 loss: 0.4317 loss_cls: 0.1597 loss_bbox: 0.2720 2023/06/07 07:20:00 - mmengine - INFO - Epoch(train) [212][700/782] lr: 2.6150e-03 eta: 12:46:49 time: 0.4405 data_time: 0.0024 memory: 2282 loss: 0.4380 loss_cls: 0.1606 loss_bbox: 0.2773 2023/06/07 07:20:23 - mmengine - INFO - Epoch(train) [212][750/782] lr: 2.6126e-03 eta: 12:46:06 time: 0.4448 data_time: 0.0025 memory: 2282 loss: 0.4391 loss_cls: 0.1653 loss_bbox: 0.2738 2023/06/07 07:20:35 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:20:59 - mmengine - INFO - Epoch(train) [213][ 50/782] lr: 2.6085e-03 eta: 12:44:55 time: 0.4859 data_time: 0.0252 memory: 2282 loss: 0.4233 loss_cls: 0.1624 loss_bbox: 0.2610 2023/06/07 07:21:25 - mmengine - INFO - Epoch(train) [213][100/782] lr: 2.6061e-03 eta: 12:44:16 time: 0.5199 data_time: 0.0024 memory: 2282 loss: 0.4231 loss_cls: 0.1610 loss_bbox: 0.2621 2023/06/07 07:21:47 - mmengine - INFO - Epoch(train) [213][150/782] lr: 2.6036e-03 eta: 12:43:33 time: 0.4468 data_time: 0.0024 memory: 2282 loss: 0.4258 loss_cls: 0.1622 loss_bbox: 0.2636 2023/06/07 07:22:10 - mmengine - INFO - Epoch(train) [213][200/782] lr: 2.6012e-03 eta: 12:42:50 time: 0.4446 data_time: 0.0024 memory: 2282 loss: 0.4469 loss_cls: 0.1651 loss_bbox: 0.2818 2023/06/07 07:22:17 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:22:32 - mmengine - INFO - Epoch(train) [213][250/782] lr: 2.5987e-03 eta: 12:42:07 time: 0.4394 data_time: 0.0025 memory: 2282 loss: 0.4255 loss_cls: 0.1582 loss_bbox: 0.2673 2023/06/07 07:22:53 - mmengine - INFO - Epoch(train) [213][300/782] lr: 2.5963e-03 eta: 12:41:24 time: 0.4362 data_time: 0.0024 memory: 2282 loss: 0.4309 loss_cls: 0.1610 loss_bbox: 0.2699 2023/06/07 07:23:16 - mmengine - INFO - Epoch(train) [213][350/782] lr: 2.5938e-03 eta: 12:40:41 time: 0.4432 data_time: 0.0024 memory: 2282 loss: 0.4356 loss_cls: 0.1660 loss_bbox: 0.2696 2023/06/07 07:23:38 - mmengine - INFO - Epoch(train) [213][400/782] lr: 2.5914e-03 eta: 12:39:58 time: 0.4477 data_time: 0.0024 memory: 2282 loss: 0.4154 loss_cls: 0.1572 loss_bbox: 0.2583 2023/06/07 07:24:00 - mmengine - INFO - Epoch(train) [213][450/782] lr: 2.5889e-03 eta: 12:39:15 time: 0.4440 data_time: 0.0024 memory: 2282 loss: 0.4374 loss_cls: 0.1640 loss_bbox: 0.2733 2023/06/07 07:24:23 - mmengine - INFO - Epoch(train) [213][500/782] lr: 2.5864e-03 eta: 12:38:33 time: 0.4460 data_time: 0.0024 memory: 2282 loss: 0.4246 loss_cls: 0.1599 loss_bbox: 0.2647 2023/06/07 07:24:45 - mmengine - INFO - Epoch(train) [213][550/782] lr: 2.5840e-03 eta: 12:37:50 time: 0.4507 data_time: 0.0024 memory: 2282 loss: 0.4377 loss_cls: 0.1665 loss_bbox: 0.2712 2023/06/07 07:25:07 - mmengine - INFO - Epoch(train) [213][600/782] lr: 2.5815e-03 eta: 12:37:07 time: 0.4447 data_time: 0.0024 memory: 2282 loss: 0.4239 loss_cls: 0.1590 loss_bbox: 0.2649 2023/06/07 07:25:46 - mmengine - INFO - Epoch(train) [213][650/782] lr: 2.5791e-03 eta: 12:36:39 time: 0.7720 data_time: 0.0024 memory: 2282 loss: 0.4429 loss_cls: 0.1667 loss_bbox: 0.2761 2023/06/07 07:26:08 - mmengine - INFO - Epoch(train) [213][700/782] lr: 2.5766e-03 eta: 12:35:56 time: 0.4456 data_time: 0.0024 memory: 2282 loss: 0.4387 loss_cls: 0.1683 loss_bbox: 0.2704 2023/06/07 07:26:31 - mmengine - INFO - Epoch(train) [213][750/782] lr: 2.5741e-03 eta: 12:35:13 time: 0.4453 data_time: 0.0024 memory: 2282 loss: 0.4321 loss_cls: 0.1642 loss_bbox: 0.2679 2023/06/07 07:26:42 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:27:07 - mmengine - INFO - Epoch(train) [214][ 50/782] lr: 2.5701e-03 eta: 12:34:03 time: 0.4910 data_time: 0.0269 memory: 2282 loss: 0.4294 loss_cls: 0.1608 loss_bbox: 0.2685 2023/06/07 07:27:29 - mmengine - INFO - Epoch(train) [214][100/782] lr: 2.5676e-03 eta: 12:33:21 time: 0.4411 data_time: 0.0025 memory: 2282 loss: 0.4103 loss_cls: 0.1525 loss_bbox: 0.2578 2023/06/07 07:27:51 - mmengine - INFO - Epoch(train) [214][150/782] lr: 2.5652e-03 eta: 12:32:38 time: 0.4422 data_time: 0.0025 memory: 2282 loss: 0.4384 loss_cls: 0.1723 loss_bbox: 0.2661 2023/06/07 07:28:13 - mmengine - INFO - Epoch(train) [214][200/782] lr: 2.5627e-03 eta: 12:31:55 time: 0.4433 data_time: 0.0024 memory: 2282 loss: 0.4368 loss_cls: 0.1669 loss_bbox: 0.2699 2023/06/07 07:28:36 - mmengine - INFO - Epoch(train) [214][250/782] lr: 2.5602e-03 eta: 12:31:13 time: 0.4470 data_time: 0.0024 memory: 2282 loss: 0.4362 loss_cls: 0.1628 loss_bbox: 0.2733 2023/06/07 07:28:58 - mmengine - INFO - Epoch(train) [214][300/782] lr: 2.5578e-03 eta: 12:30:31 time: 0.4438 data_time: 0.0027 memory: 2282 loss: 0.4376 loss_cls: 0.1619 loss_bbox: 0.2757 2023/06/07 07:29:20 - mmengine - INFO - Epoch(train) [214][350/782] lr: 2.5553e-03 eta: 12:29:48 time: 0.4382 data_time: 0.0027 memory: 2282 loss: 0.4399 loss_cls: 0.1638 loss_bbox: 0.2762 2023/06/07 07:29:42 - mmengine - INFO - Epoch(train) [214][400/782] lr: 2.5528e-03 eta: 12:29:05 time: 0.4440 data_time: 0.0026 memory: 2282 loss: 0.4323 loss_cls: 0.1610 loss_bbox: 0.2713 2023/06/07 07:29:57 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:30:05 - mmengine - INFO - Epoch(train) [214][450/782] lr: 2.5503e-03 eta: 12:28:23 time: 0.4466 data_time: 0.0027 memory: 2282 loss: 0.4506 loss_cls: 0.1735 loss_bbox: 0.2771 2023/06/07 07:30:38 - mmengine - INFO - Epoch(train) [214][500/782] lr: 2.5479e-03 eta: 12:27:50 time: 0.6682 data_time: 0.0027 memory: 2282 loss: 0.4368 loss_cls: 0.1664 loss_bbox: 0.2705 2023/06/07 07:31:00 - mmengine - INFO - Epoch(train) [214][550/782] lr: 2.5454e-03 eta: 12:27:08 time: 0.4431 data_time: 0.0026 memory: 2282 loss: 0.4327 loss_cls: 0.1652 loss_bbox: 0.2675 2023/06/07 07:31:22 - mmengine - INFO - Epoch(train) [214][600/782] lr: 2.5429e-03 eta: 12:26:25 time: 0.4362 data_time: 0.0027 memory: 2282 loss: 0.4136 loss_cls: 0.1502 loss_bbox: 0.2634 2023/06/07 07:31:44 - mmengine - INFO - Epoch(train) [214][650/782] lr: 2.5405e-03 eta: 12:25:42 time: 0.4371 data_time: 0.0027 memory: 2282 loss: 0.4387 loss_cls: 0.1735 loss_bbox: 0.2653 2023/06/07 07:32:06 - mmengine - INFO - Epoch(train) [214][700/782] lr: 2.5380e-03 eta: 12:25:00 time: 0.4416 data_time: 0.0025 memory: 2282 loss: 0.4459 loss_cls: 0.1713 loss_bbox: 0.2746 2023/06/07 07:32:28 - mmengine - INFO - Epoch(train) [214][750/782] lr: 2.5355e-03 eta: 12:24:17 time: 0.4374 data_time: 0.0025 memory: 2282 loss: 0.4381 loss_cls: 0.1665 loss_bbox: 0.2716 2023/06/07 07:32:40 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:33:04 - mmengine - INFO - Epoch(train) [215][ 50/782] lr: 2.5314e-03 eta: 12:23:08 time: 0.4753 data_time: 0.0257 memory: 2282 loss: 0.4452 loss_cls: 0.1660 loss_bbox: 0.2792 2023/06/07 07:33:26 - mmengine - INFO - Epoch(train) [215][100/782] lr: 2.5290e-03 eta: 12:22:25 time: 0.4446 data_time: 0.0025 memory: 2282 loss: 0.4318 loss_cls: 0.1624 loss_bbox: 0.2694 2023/06/07 07:34:02 - mmengine - INFO - Epoch(train) [215][150/782] lr: 2.5265e-03 eta: 12:21:54 time: 0.7115 data_time: 0.0025 memory: 2282 loss: 0.4448 loss_cls: 0.1681 loss_bbox: 0.2767 2023/06/07 07:34:24 - mmengine - INFO - Epoch(train) [215][200/782] lr: 2.5240e-03 eta: 12:21:12 time: 0.4427 data_time: 0.0026 memory: 2282 loss: 0.4382 loss_cls: 0.1658 loss_bbox: 0.2725 2023/06/07 07:34:46 - mmengine - INFO - Epoch(train) [215][250/782] lr: 2.5215e-03 eta: 12:20:30 time: 0.4449 data_time: 0.0026 memory: 2282 loss: 0.4277 loss_cls: 0.1595 loss_bbox: 0.2682 2023/06/07 07:35:08 - mmengine - INFO - Epoch(train) [215][300/782] lr: 2.5190e-03 eta: 12:19:48 time: 0.4392 data_time: 0.0026 memory: 2282 loss: 0.4304 loss_cls: 0.1630 loss_bbox: 0.2674 2023/06/07 07:35:30 - mmengine - INFO - Epoch(train) [215][350/782] lr: 2.5166e-03 eta: 12:19:05 time: 0.4451 data_time: 0.0026 memory: 2282 loss: 0.4295 loss_cls: 0.1601 loss_bbox: 0.2695 2023/06/07 07:35:53 - mmengine - INFO - Epoch(train) [215][400/782] lr: 2.5141e-03 eta: 12:18:23 time: 0.4436 data_time: 0.0027 memory: 2282 loss: 0.4238 loss_cls: 0.1589 loss_bbox: 0.2649 2023/06/07 07:36:15 - mmengine - INFO - Epoch(train) [215][450/782] lr: 2.5116e-03 eta: 12:17:42 time: 0.4513 data_time: 0.0023 memory: 2282 loss: 0.4133 loss_cls: 0.1550 loss_bbox: 0.2583 2023/06/07 07:36:37 - mmengine - INFO - Epoch(train) [215][500/782] lr: 2.5091e-03 eta: 12:17:00 time: 0.4459 data_time: 0.0022 memory: 2282 loss: 0.4235 loss_cls: 0.1617 loss_bbox: 0.2618 2023/06/07 07:37:00 - mmengine - INFO - Epoch(train) [215][550/782] lr: 2.5066e-03 eta: 12:16:18 time: 0.4495 data_time: 0.0023 memory: 2282 loss: 0.4414 loss_cls: 0.1666 loss_bbox: 0.2748 2023/06/07 07:37:22 - mmengine - INFO - Epoch(train) [215][600/782] lr: 2.5041e-03 eta: 12:15:36 time: 0.4475 data_time: 0.0022 memory: 2282 loss: 0.4290 loss_cls: 0.1581 loss_bbox: 0.2709 2023/06/07 07:37:45 - mmengine - INFO - Epoch(train) [215][650/782] lr: 2.5016e-03 eta: 12:14:54 time: 0.4502 data_time: 0.0022 memory: 2282 loss: 0.4224 loss_cls: 0.1584 loss_bbox: 0.2640 2023/06/07 07:37:46 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:38:08 - mmengine - INFO - Epoch(train) [215][700/782] lr: 2.4992e-03 eta: 12:14:13 time: 0.4518 data_time: 0.0023 memory: 2282 loss: 0.4388 loss_cls: 0.1694 loss_bbox: 0.2693 2023/06/07 07:38:30 - mmengine - INFO - Epoch(train) [215][750/782] lr: 2.4967e-03 eta: 12:13:31 time: 0.4456 data_time: 0.0023 memory: 2282 loss: 0.4283 loss_cls: 0.1640 loss_bbox: 0.2643 2023/06/07 07:38:42 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:39:06 - mmengine - INFO - Epoch(train) [216][ 50/782] lr: 2.4926e-03 eta: 12:12:22 time: 0.4777 data_time: 0.0229 memory: 2282 loss: 0.4420 loss_cls: 0.1675 loss_bbox: 0.2745 2023/06/07 07:39:28 - mmengine - INFO - Epoch(train) [216][100/782] lr: 2.4901e-03 eta: 12:11:40 time: 0.4490 data_time: 0.0022 memory: 2282 loss: 0.4366 loss_cls: 0.1627 loss_bbox: 0.2739 2023/06/07 07:39:51 - mmengine - INFO - Epoch(train) [216][150/782] lr: 2.4876e-03 eta: 12:10:58 time: 0.4436 data_time: 0.0022 memory: 2282 loss: 0.4278 loss_cls: 0.1578 loss_bbox: 0.2700 2023/06/07 07:40:35 - mmengine - INFO - Epoch(train) [216][200/782] lr: 2.4851e-03 eta: 12:10:35 time: 0.8944 data_time: 0.0022 memory: 2282 loss: 0.4227 loss_cls: 0.1594 loss_bbox: 0.2633 2023/06/07 07:40:57 - mmengine - INFO - Epoch(train) [216][250/782] lr: 2.4826e-03 eta: 12:09:53 time: 0.4395 data_time: 0.0022 memory: 2282 loss: 0.4315 loss_cls: 0.1651 loss_bbox: 0.2664 2023/06/07 07:41:19 - mmengine - INFO - Epoch(train) [216][300/782] lr: 2.4801e-03 eta: 12:09:11 time: 0.4421 data_time: 0.0022 memory: 2282 loss: 0.4314 loss_cls: 0.1649 loss_bbox: 0.2665 2023/06/07 07:41:41 - mmengine - INFO - Epoch(train) [216][350/782] lr: 2.4776e-03 eta: 12:08:29 time: 0.4388 data_time: 0.0022 memory: 2282 loss: 0.4189 loss_cls: 0.1590 loss_bbox: 0.2599 2023/06/07 07:42:04 - mmengine - INFO - Epoch(train) [216][400/782] lr: 2.4751e-03 eta: 12:07:47 time: 0.4493 data_time: 0.0026 memory: 2282 loss: 0.4351 loss_cls: 0.1626 loss_bbox: 0.2725 2023/06/07 07:42:26 - mmengine - INFO - Epoch(train) [216][450/782] lr: 2.4727e-03 eta: 12:07:06 time: 0.4489 data_time: 0.0025 memory: 2282 loss: 0.4219 loss_cls: 0.1568 loss_bbox: 0.2651 2023/06/07 07:42:49 - mmengine - INFO - Epoch(train) [216][500/782] lr: 2.4702e-03 eta: 12:06:24 time: 0.4458 data_time: 0.0028 memory: 2282 loss: 0.4245 loss_cls: 0.1625 loss_bbox: 0.2620 2023/06/07 07:43:11 - mmengine - INFO - Epoch(train) [216][550/782] lr: 2.4677e-03 eta: 12:05:42 time: 0.4459 data_time: 0.0024 memory: 2282 loss: 0.4210 loss_cls: 0.1564 loss_bbox: 0.2646 2023/06/07 07:43:33 - mmengine - INFO - Epoch(train) [216][600/782] lr: 2.4652e-03 eta: 12:05:01 time: 0.4420 data_time: 0.0024 memory: 2282 loss: 0.4314 loss_cls: 0.1627 loss_bbox: 0.2686 2023/06/07 07:43:55 - mmengine - INFO - Epoch(train) [216][650/782] lr: 2.4627e-03 eta: 12:04:19 time: 0.4454 data_time: 0.0024 memory: 2282 loss: 0.4415 loss_cls: 0.1635 loss_bbox: 0.2780 2023/06/07 07:44:17 - mmengine - INFO - Epoch(train) [216][700/782] lr: 2.4602e-03 eta: 12:03:37 time: 0.4423 data_time: 0.0024 memory: 2282 loss: 0.4371 loss_cls: 0.1634 loss_bbox: 0.2737 2023/06/07 07:44:40 - mmengine - INFO - Epoch(train) [216][750/782] lr: 2.4577e-03 eta: 12:02:56 time: 0.4506 data_time: 0.0025 memory: 2282 loss: 0.4296 loss_cls: 0.1610 loss_bbox: 0.2687 2023/06/07 07:44:52 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:45:22 - mmengine - INFO - Epoch(train) [217][ 50/782] lr: 2.4536e-03 eta: 12:01:52 time: 0.5975 data_time: 0.0265 memory: 2282 loss: 0.4354 loss_cls: 0.1622 loss_bbox: 0.2731 2023/06/07 07:45:39 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:45:44 - mmengine - INFO - Epoch(train) [217][100/782] lr: 2.4511e-03 eta: 12:01:11 time: 0.4440 data_time: 0.0024 memory: 2282 loss: 0.4210 loss_cls: 0.1549 loss_bbox: 0.2660 2023/06/07 07:46:06 - mmengine - INFO - Epoch(train) [217][150/782] lr: 2.4486e-03 eta: 12:00:29 time: 0.4392 data_time: 0.0023 memory: 2282 loss: 0.4296 loss_cls: 0.1603 loss_bbox: 0.2693 2023/06/07 07:46:28 - mmengine - INFO - Epoch(train) [217][200/782] lr: 2.4461e-03 eta: 11:59:48 time: 0.4433 data_time: 0.0024 memory: 2282 loss: 0.4284 loss_cls: 0.1614 loss_bbox: 0.2670 2023/06/07 07:46:51 - mmengine - INFO - Epoch(train) [217][250/782] lr: 2.4436e-03 eta: 11:59:06 time: 0.4434 data_time: 0.0024 memory: 2282 loss: 0.4252 loss_cls: 0.1604 loss_bbox: 0.2647 2023/06/07 07:47:13 - mmengine - INFO - Epoch(train) [217][300/782] lr: 2.4411e-03 eta: 11:58:25 time: 0.4457 data_time: 0.0024 memory: 2282 loss: 0.4288 loss_cls: 0.1612 loss_bbox: 0.2676 2023/06/07 07:47:35 - mmengine - INFO - Epoch(train) [217][350/782] lr: 2.4386e-03 eta: 11:57:43 time: 0.4382 data_time: 0.0025 memory: 2282 loss: 0.4197 loss_cls: 0.1561 loss_bbox: 0.2636 2023/06/07 07:47:57 - mmengine - INFO - Epoch(train) [217][400/782] lr: 2.4361e-03 eta: 11:57:02 time: 0.4386 data_time: 0.0025 memory: 2282 loss: 0.4153 loss_cls: 0.1534 loss_bbox: 0.2619 2023/06/07 07:48:19 - mmengine - INFO - Epoch(train) [217][450/782] lr: 2.4336e-03 eta: 11:56:20 time: 0.4459 data_time: 0.0025 memory: 2282 loss: 0.4297 loss_cls: 0.1637 loss_bbox: 0.2660 2023/06/07 07:48:41 - mmengine - INFO - Epoch(train) [217][500/782] lr: 2.4311e-03 eta: 11:55:39 time: 0.4432 data_time: 0.0025 memory: 2282 loss: 0.4344 loss_cls: 0.1662 loss_bbox: 0.2682 2023/06/07 07:49:04 - mmengine - INFO - Epoch(train) [217][550/782] lr: 2.4285e-03 eta: 11:54:58 time: 0.4451 data_time: 0.0025 memory: 2282 loss: 0.4248 loss_cls: 0.1559 loss_bbox: 0.2689 2023/06/07 07:49:26 - mmengine - INFO - Epoch(train) [217][600/782] lr: 2.4260e-03 eta: 11:54:17 time: 0.4492 data_time: 0.0025 memory: 2282 loss: 0.4310 loss_cls: 0.1640 loss_bbox: 0.2671 2023/06/07 07:49:49 - mmengine - INFO - Epoch(train) [217][650/782] lr: 2.4235e-03 eta: 11:53:36 time: 0.4526 data_time: 0.0024 memory: 2282 loss: 0.4342 loss_cls: 0.1654 loss_bbox: 0.2688 2023/06/07 07:50:11 - mmengine - INFO - Epoch(train) [217][700/782] lr: 2.4210e-03 eta: 11:52:55 time: 0.4548 data_time: 0.0024 memory: 2282 loss: 0.4315 loss_cls: 0.1617 loss_bbox: 0.2697 2023/06/07 07:50:38 - mmengine - INFO - Epoch(train) [217][750/782] lr: 2.4185e-03 eta: 11:52:17 time: 0.5234 data_time: 0.0023 memory: 2282 loss: 0.4494 loss_cls: 0.1703 loss_bbox: 0.2791 2023/06/07 07:50:50 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:51:14 - mmengine - INFO - Epoch(train) [218][ 50/782] lr: 2.4144e-03 eta: 11:51:09 time: 0.4819 data_time: 0.0173 memory: 2282 loss: 0.4370 loss_cls: 0.1642 loss_bbox: 0.2728 2023/06/07 07:51:36 - mmengine - INFO - Epoch(train) [218][100/782] lr: 2.4119e-03 eta: 11:50:28 time: 0.4448 data_time: 0.0024 memory: 2282 loss: 0.4293 loss_cls: 0.1614 loss_bbox: 0.2679 2023/06/07 07:51:59 - mmengine - INFO - Epoch(train) [218][150/782] lr: 2.4094e-03 eta: 11:49:47 time: 0.4459 data_time: 0.0025 memory: 2282 loss: 0.4403 loss_cls: 0.1668 loss_bbox: 0.2735 2023/06/07 07:52:21 - mmengine - INFO - Epoch(train) [218][200/782] lr: 2.4069e-03 eta: 11:49:06 time: 0.4455 data_time: 0.0025 memory: 2282 loss: 0.4080 loss_cls: 0.1566 loss_bbox: 0.2514 2023/06/07 07:53:01 - mmengine - INFO - Epoch(train) [218][250/782] lr: 2.4044e-03 eta: 11:48:39 time: 0.8045 data_time: 0.0024 memory: 2282 loss: 0.4198 loss_cls: 0.1581 loss_bbox: 0.2617 2023/06/07 07:53:24 - mmengine - INFO - Epoch(train) [218][300/782] lr: 2.4018e-03 eta: 11:47:58 time: 0.4483 data_time: 0.0024 memory: 2282 loss: 0.4359 loss_cls: 0.1647 loss_bbox: 0.2712 2023/06/07 07:53:26 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:53:46 - mmengine - INFO - Epoch(train) [218][350/782] lr: 2.3993e-03 eta: 11:47:17 time: 0.4422 data_time: 0.0024 memory: 2282 loss: 0.4312 loss_cls: 0.1633 loss_bbox: 0.2679 2023/06/07 07:54:08 - mmengine - INFO - Epoch(train) [218][400/782] lr: 2.3968e-03 eta: 11:46:36 time: 0.4493 data_time: 0.0023 memory: 2282 loss: 0.4385 loss_cls: 0.1685 loss_bbox: 0.2700 2023/06/07 07:54:30 - mmengine - INFO - Epoch(train) [218][450/782] lr: 2.3943e-03 eta: 11:45:55 time: 0.4432 data_time: 0.0024 memory: 2282 loss: 0.4186 loss_cls: 0.1582 loss_bbox: 0.2603 2023/06/07 07:54:53 - mmengine - INFO - Epoch(train) [218][500/782] lr: 2.3918e-03 eta: 11:45:14 time: 0.4492 data_time: 0.0024 memory: 2282 loss: 0.4214 loss_cls: 0.1571 loss_bbox: 0.2642 2023/06/07 07:55:15 - mmengine - INFO - Epoch(train) [218][550/782] lr: 2.3893e-03 eta: 11:44:33 time: 0.4466 data_time: 0.0023 memory: 2282 loss: 0.4209 loss_cls: 0.1586 loss_bbox: 0.2623 2023/06/07 07:55:37 - mmengine - INFO - Epoch(train) [218][600/782] lr: 2.3868e-03 eta: 11:43:52 time: 0.4451 data_time: 0.0024 memory: 2282 loss: 0.4329 loss_cls: 0.1617 loss_bbox: 0.2712 2023/06/07 07:56:00 - mmengine - INFO - Epoch(train) [218][650/782] lr: 2.3843e-03 eta: 11:43:11 time: 0.4463 data_time: 0.0024 memory: 2282 loss: 0.4355 loss_cls: 0.1598 loss_bbox: 0.2757 2023/06/07 07:56:22 - mmengine - INFO - Epoch(train) [218][700/782] lr: 2.3817e-03 eta: 11:42:30 time: 0.4517 data_time: 0.0023 memory: 2282 loss: 0.4229 loss_cls: 0.1618 loss_bbox: 0.2610 2023/06/07 07:56:45 - mmengine - INFO - Epoch(train) [218][750/782] lr: 2.3792e-03 eta: 11:41:50 time: 0.4471 data_time: 0.0024 memory: 2282 loss: 0.4410 loss_cls: 0.1685 loss_bbox: 0.2725 2023/06/07 07:56:57 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 07:57:22 - mmengine - INFO - Epoch(train) [219][ 50/782] lr: 2.3751e-03 eta: 11:40:43 time: 0.4825 data_time: 0.0152 memory: 2282 loss: 0.4279 loss_cls: 0.1632 loss_bbox: 0.2647 2023/06/07 07:57:44 - mmengine - INFO - Epoch(train) [219][100/782] lr: 2.3726e-03 eta: 11:40:02 time: 0.4481 data_time: 0.0024 memory: 2282 loss: 0.4350 loss_cls: 0.1628 loss_bbox: 0.2722 2023/06/07 07:58:06 - mmengine - INFO - Epoch(train) [219][150/782] lr: 2.3701e-03 eta: 11:39:22 time: 0.4458 data_time: 0.0024 memory: 2282 loss: 0.4480 loss_cls: 0.1724 loss_bbox: 0.2756 2023/06/07 07:58:29 - mmengine - INFO - Epoch(train) [219][200/782] lr: 2.3675e-03 eta: 11:38:41 time: 0.4464 data_time: 0.0023 memory: 2282 loss: 0.4166 loss_cls: 0.1601 loss_bbox: 0.2565 2023/06/07 07:58:51 - mmengine - INFO - Epoch(train) [219][250/782] lr: 2.3650e-03 eta: 11:38:00 time: 0.4496 data_time: 0.0024 memory: 2282 loss: 0.4328 loss_cls: 0.1636 loss_bbox: 0.2691 2023/06/07 07:59:14 - mmengine - INFO - Epoch(train) [219][300/782] lr: 2.3625e-03 eta: 11:37:20 time: 0.4482 data_time: 0.0023 memory: 2282 loss: 0.4254 loss_cls: 0.1612 loss_bbox: 0.2641 2023/06/07 07:59:36 - mmengine - INFO - Epoch(train) [219][350/782] lr: 2.3600e-03 eta: 11:36:39 time: 0.4493 data_time: 0.0024 memory: 2282 loss: 0.4238 loss_cls: 0.1592 loss_bbox: 0.2646 2023/06/07 07:59:59 - mmengine - INFO - Epoch(train) [219][400/782] lr: 2.3575e-03 eta: 11:35:59 time: 0.4499 data_time: 0.0026 memory: 2282 loss: 0.4207 loss_cls: 0.1616 loss_bbox: 0.2592 2023/06/07 08:00:21 - mmengine - INFO - Epoch(train) [219][450/782] lr: 2.3549e-03 eta: 11:35:18 time: 0.4479 data_time: 0.0024 memory: 2282 loss: 0.4213 loss_cls: 0.1537 loss_bbox: 0.2676 2023/06/07 08:00:44 - mmengine - INFO - Epoch(train) [219][500/782] lr: 2.3524e-03 eta: 11:34:38 time: 0.4508 data_time: 0.0025 memory: 2282 loss: 0.4215 loss_cls: 0.1601 loss_bbox: 0.2613 2023/06/07 08:00:54 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:01:06 - mmengine - INFO - Epoch(train) [219][550/782] lr: 2.3499e-03 eta: 11:33:57 time: 0.4492 data_time: 0.0025 memory: 2282 loss: 0.4381 loss_cls: 0.1634 loss_bbox: 0.2747 2023/06/07 08:01:28 - mmengine - INFO - Epoch(train) [219][600/782] lr: 2.3474e-03 eta: 11:33:17 time: 0.4485 data_time: 0.0024 memory: 2282 loss: 0.4280 loss_cls: 0.1607 loss_bbox: 0.2673 2023/06/07 08:01:51 - mmengine - INFO - Epoch(train) [219][650/782] lr: 2.3448e-03 eta: 11:32:36 time: 0.4505 data_time: 0.0023 memory: 2282 loss: 0.4244 loss_cls: 0.1577 loss_bbox: 0.2667 2023/06/07 08:02:14 - mmengine - INFO - Epoch(train) [219][700/782] lr: 2.3423e-03 eta: 11:31:56 time: 0.4554 data_time: 0.0023 memory: 2282 loss: 0.4205 loss_cls: 0.1578 loss_bbox: 0.2627 2023/06/07 08:02:36 - mmengine - INFO - Epoch(train) [219][750/782] lr: 2.3398e-03 eta: 11:31:16 time: 0.4540 data_time: 0.0023 memory: 2282 loss: 0.4387 loss_cls: 0.1647 loss_bbox: 0.2740 2023/06/07 08:02:49 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:03:12 - mmengine - INFO - Epoch(train) [220][ 50/782] lr: 2.3357e-03 eta: 11:30:09 time: 0.4718 data_time: 0.0233 memory: 2282 loss: 0.4348 loss_cls: 0.1686 loss_bbox: 0.2662 2023/06/07 08:03:35 - mmengine - INFO - Epoch(train) [220][100/782] lr: 2.3331e-03 eta: 11:29:29 time: 0.4447 data_time: 0.0023 memory: 2282 loss: 0.4345 loss_cls: 0.1616 loss_bbox: 0.2729 2023/06/07 08:03:57 - mmengine - INFO - Epoch(train) [220][150/782] lr: 2.3306e-03 eta: 11:28:48 time: 0.4461 data_time: 0.0023 memory: 2282 loss: 0.4148 loss_cls: 0.1552 loss_bbox: 0.2595 2023/06/07 08:04:19 - mmengine - INFO - Epoch(train) [220][200/782] lr: 2.3281e-03 eta: 11:28:08 time: 0.4433 data_time: 0.0024 memory: 2282 loss: 0.4342 loss_cls: 0.1625 loss_bbox: 0.2716 2023/06/07 08:04:42 - mmengine - INFO - Epoch(train) [220][250/782] lr: 2.3256e-03 eta: 11:27:28 time: 0.4516 data_time: 0.0023 memory: 2282 loss: 0.4189 loss_cls: 0.1575 loss_bbox: 0.2614 2023/06/07 08:05:04 - mmengine - INFO - Epoch(train) [220][300/782] lr: 2.3230e-03 eta: 11:26:47 time: 0.4487 data_time: 0.0024 memory: 2282 loss: 0.4149 loss_cls: 0.1565 loss_bbox: 0.2584 2023/06/07 08:05:27 - mmengine - INFO - Epoch(train) [220][350/782] lr: 2.3205e-03 eta: 11:26:07 time: 0.4490 data_time: 0.0024 memory: 2282 loss: 0.4165 loss_cls: 0.1540 loss_bbox: 0.2625 2023/06/07 08:05:49 - mmengine - INFO - Epoch(train) [220][400/782] lr: 2.3180e-03 eta: 11:25:27 time: 0.4507 data_time: 0.0025 memory: 2282 loss: 0.4212 loss_cls: 0.1599 loss_bbox: 0.2613 2023/06/07 08:06:20 - mmengine - INFO - Epoch(train) [220][450/782] lr: 2.3154e-03 eta: 11:24:53 time: 0.6216 data_time: 0.0026 memory: 2282 loss: 0.4393 loss_cls: 0.1657 loss_bbox: 0.2736 2023/06/07 08:06:43 - mmengine - INFO - Epoch(train) [220][500/782] lr: 2.3129e-03 eta: 11:24:13 time: 0.4559 data_time: 0.0026 memory: 2282 loss: 0.4334 loss_cls: 0.1616 loss_bbox: 0.2719 2023/06/07 08:07:05 - mmengine - INFO - Epoch(train) [220][550/782] lr: 2.3104e-03 eta: 11:23:33 time: 0.4445 data_time: 0.0026 memory: 2282 loss: 0.4260 loss_cls: 0.1597 loss_bbox: 0.2664 2023/06/07 08:07:35 - mmengine - INFO - Epoch(train) [220][600/782] lr: 2.3079e-03 eta: 11:22:58 time: 0.5818 data_time: 0.0025 memory: 2282 loss: 0.4156 loss_cls: 0.1534 loss_bbox: 0.2622 2023/06/07 08:07:57 - mmengine - INFO - Epoch(train) [220][650/782] lr: 2.3053e-03 eta: 11:22:17 time: 0.4416 data_time: 0.0025 memory: 2282 loss: 0.4313 loss_cls: 0.1608 loss_bbox: 0.2705 2023/06/07 08:08:19 - mmengine - INFO - Epoch(train) [220][700/782] lr: 2.3028e-03 eta: 11:21:37 time: 0.4505 data_time: 0.0024 memory: 2282 loss: 0.4268 loss_cls: 0.1566 loss_bbox: 0.2701 2023/06/07 08:08:38 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:08:41 - mmengine - INFO - Epoch(train) [220][750/782] lr: 2.3003e-03 eta: 11:20:57 time: 0.4429 data_time: 0.0024 memory: 2282 loss: 0.4159 loss_cls: 0.1529 loss_bbox: 0.2630 2023/06/07 08:08:54 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:08:54 - mmengine - INFO - Saving checkpoint at 220 epochs 2023/06/07 08:08:57 - mmengine - INFO - Evaluating bbox... 2023/06/07 08:08:59 - mmengine - INFO - bbox_mAP_copypaste: 0.769 0.985 0.876 0.439 0.620 0.792 2023/06/07 08:08:59 - mmengine - INFO - Epoch(val) [220][43/43] coco/bbox_mAP: 0.7690 coco/bbox_mAP_50: 0.9850 coco/bbox_mAP_75: 0.8760 coco/bbox_mAP_s: 0.4390 coco/bbox_mAP_m: 0.6200 coco/bbox_mAP_l: 0.7920 data_time: 0.0265 time: 0.0527 2023/06/07 08:09:22 - mmengine - INFO - Epoch(train) [221][ 50/782] lr: 2.2961e-03 eta: 11:19:51 time: 0.4768 data_time: 0.0164 memory: 2282 loss: 0.4350 loss_cls: 0.1633 loss_bbox: 0.2717 2023/06/07 08:09:45 - mmengine - INFO - Epoch(train) [221][100/782] lr: 2.2936e-03 eta: 11:19:11 time: 0.4481 data_time: 0.0023 memory: 2282 loss: 0.4235 loss_cls: 0.1587 loss_bbox: 0.2649 2023/06/07 08:10:16 - mmengine - INFO - Epoch(train) [221][150/782] lr: 2.2911e-03 eta: 11:18:37 time: 0.6254 data_time: 0.0024 memory: 2282 loss: 0.4218 loss_cls: 0.1591 loss_bbox: 0.2627 2023/06/07 08:10:39 - mmengine - INFO - Epoch(train) [221][200/782] lr: 2.2885e-03 eta: 11:17:57 time: 0.4473 data_time: 0.0025 memory: 2282 loss: 0.4246 loss_cls: 0.1615 loss_bbox: 0.2631 2023/06/07 08:11:01 - mmengine - INFO - Epoch(train) [221][250/782] lr: 2.2860e-03 eta: 11:17:17 time: 0.4435 data_time: 0.0023 memory: 2282 loss: 0.4353 loss_cls: 0.1633 loss_bbox: 0.2720 2023/06/07 08:11:23 - mmengine - INFO - Epoch(train) [221][300/782] lr: 2.2835e-03 eta: 11:16:37 time: 0.4434 data_time: 0.0024 memory: 2282 loss: 0.4295 loss_cls: 0.1628 loss_bbox: 0.2668 2023/06/07 08:11:45 - mmengine - INFO - Epoch(train) [221][350/782] lr: 2.2809e-03 eta: 11:15:57 time: 0.4460 data_time: 0.0024 memory: 2282 loss: 0.4319 loss_cls: 0.1640 loss_bbox: 0.2679 2023/06/07 08:12:07 - mmengine - INFO - Epoch(train) [221][400/782] lr: 2.2784e-03 eta: 11:15:17 time: 0.4423 data_time: 0.0024 memory: 2282 loss: 0.4436 loss_cls: 0.1720 loss_bbox: 0.2717 2023/06/07 08:12:33 - mmengine - INFO - Epoch(train) [221][450/782] lr: 2.2759e-03 eta: 11:14:39 time: 0.5202 data_time: 0.0024 memory: 2282 loss: 0.4419 loss_cls: 0.1645 loss_bbox: 0.2774 2023/06/07 08:12:56 - mmengine - INFO - Epoch(train) [221][500/782] lr: 2.2733e-03 eta: 11:14:00 time: 0.4575 data_time: 0.0024 memory: 2282 loss: 0.4233 loss_cls: 0.1607 loss_bbox: 0.2626 2023/06/07 08:13:19 - mmengine - INFO - Epoch(train) [221][550/782] lr: 2.2708e-03 eta: 11:13:20 time: 0.4517 data_time: 0.0024 memory: 2282 loss: 0.4195 loss_cls: 0.1527 loss_bbox: 0.2668 2023/06/07 08:13:41 - mmengine - INFO - Epoch(train) [221][600/782] lr: 2.2683e-03 eta: 11:12:40 time: 0.4452 data_time: 0.0024 memory: 2282 loss: 0.4155 loss_cls: 0.1558 loss_bbox: 0.2597 2023/06/07 08:14:03 - mmengine - INFO - Epoch(train) [221][650/782] lr: 2.2657e-03 eta: 11:12:00 time: 0.4453 data_time: 0.0024 memory: 2282 loss: 0.4233 loss_cls: 0.1590 loss_bbox: 0.2643 2023/06/07 08:14:26 - mmengine - INFO - Epoch(train) [221][700/782] lr: 2.2632e-03 eta: 11:11:20 time: 0.4437 data_time: 0.0024 memory: 2282 loss: 0.4178 loss_cls: 0.1598 loss_bbox: 0.2580 2023/06/07 08:14:48 - mmengine - INFO - Epoch(train) [221][750/782] lr: 2.2607e-03 eta: 11:10:40 time: 0.4432 data_time: 0.0024 memory: 2282 loss: 0.4269 loss_cls: 0.1585 loss_bbox: 0.2684 2023/06/07 08:15:05 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:15:29 - mmengine - INFO - Epoch(train) [222][ 50/782] lr: 2.2565e-03 eta: 11:09:38 time: 0.4820 data_time: 0.0217 memory: 2282 loss: 0.4306 loss_cls: 0.1594 loss_bbox: 0.2713 2023/06/07 08:15:51 - mmengine - INFO - Epoch(train) [222][100/782] lr: 2.2540e-03 eta: 11:08:58 time: 0.4426 data_time: 0.0024 memory: 2282 loss: 0.4296 loss_cls: 0.1639 loss_bbox: 0.2657 2023/06/07 08:16:13 - mmengine - INFO - Epoch(train) [222][150/782] lr: 2.2514e-03 eta: 11:08:18 time: 0.4400 data_time: 0.0025 memory: 2282 loss: 0.4243 loss_cls: 0.1568 loss_bbox: 0.2674 2023/06/07 08:16:26 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:16:35 - mmengine - INFO - Epoch(train) [222][200/782] lr: 2.2489e-03 eta: 11:07:39 time: 0.4417 data_time: 0.0024 memory: 2282 loss: 0.4109 loss_cls: 0.1531 loss_bbox: 0.2578 2023/06/07 08:16:58 - mmengine - INFO - Epoch(train) [222][250/782] lr: 2.2464e-03 eta: 11:06:59 time: 0.4413 data_time: 0.0024 memory: 2282 loss: 0.4148 loss_cls: 0.1551 loss_bbox: 0.2597 2023/06/07 08:17:20 - mmengine - INFO - Epoch(train) [222][300/782] lr: 2.2438e-03 eta: 11:06:19 time: 0.4478 data_time: 0.0024 memory: 2282 loss: 0.4147 loss_cls: 0.1528 loss_bbox: 0.2619 2023/06/07 08:17:43 - mmengine - INFO - Epoch(train) [222][350/782] lr: 2.2413e-03 eta: 11:05:40 time: 0.4548 data_time: 0.0024 memory: 2282 loss: 0.4433 loss_cls: 0.1650 loss_bbox: 0.2783 2023/06/07 08:18:05 - mmengine - INFO - Epoch(train) [222][400/782] lr: 2.2387e-03 eta: 11:05:00 time: 0.4432 data_time: 0.0024 memory: 2282 loss: 0.4307 loss_cls: 0.1653 loss_bbox: 0.2654 2023/06/07 08:18:27 - mmengine - INFO - Epoch(train) [222][450/782] lr: 2.2362e-03 eta: 11:04:20 time: 0.4450 data_time: 0.0024 memory: 2282 loss: 0.4242 loss_cls: 0.1603 loss_bbox: 0.2639 2023/06/07 08:18:50 - mmengine - INFO - Epoch(train) [222][500/782] lr: 2.2337e-03 eta: 11:03:40 time: 0.4474 data_time: 0.0024 memory: 2282 loss: 0.4047 loss_cls: 0.1511 loss_bbox: 0.2536 2023/06/07 08:19:33 - mmengine - INFO - Epoch(train) [222][550/782] lr: 2.2311e-03 eta: 11:03:16 time: 0.8768 data_time: 0.4412 memory: 2282 loss: 0.4325 loss_cls: 0.1625 loss_bbox: 0.2700 2023/06/07 08:19:56 - mmengine - INFO - Epoch(train) [222][600/782] lr: 2.2286e-03 eta: 11:02:36 time: 0.4422 data_time: 0.0024 memory: 2282 loss: 0.4129 loss_cls: 0.1569 loss_bbox: 0.2560 2023/06/07 08:20:18 - mmengine - INFO - Epoch(train) [222][650/782] lr: 2.2261e-03 eta: 11:01:56 time: 0.4413 data_time: 0.0024 memory: 2282 loss: 0.4309 loss_cls: 0.1595 loss_bbox: 0.2714 2023/06/07 08:20:55 - mmengine - INFO - Epoch(train) [222][700/782] lr: 2.2235e-03 eta: 11:01:27 time: 0.7469 data_time: 0.0024 memory: 2282 loss: 0.4193 loss_cls: 0.1558 loss_bbox: 0.2635 2023/06/07 08:21:17 - mmengine - INFO - Epoch(train) [222][750/782] lr: 2.2210e-03 eta: 11:00:48 time: 0.4445 data_time: 0.0024 memory: 2282 loss: 0.4348 loss_cls: 0.1640 loss_bbox: 0.2708 2023/06/07 08:21:30 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:21:54 - mmengine - INFO - Epoch(train) [223][ 50/782] lr: 2.2168e-03 eta: 10:59:43 time: 0.4908 data_time: 0.0219 memory: 2282 loss: 0.4258 loss_cls: 0.1609 loss_bbox: 0.2650 2023/06/07 08:22:16 - mmengine - INFO - Epoch(train) [223][100/782] lr: 2.2143e-03 eta: 10:59:03 time: 0.4455 data_time: 0.0024 memory: 2282 loss: 0.4296 loss_cls: 0.1595 loss_bbox: 0.2701 2023/06/07 08:22:38 - mmengine - INFO - Epoch(train) [223][150/782] lr: 2.2117e-03 eta: 10:58:24 time: 0.4420 data_time: 0.0024 memory: 2282 loss: 0.4407 loss_cls: 0.1677 loss_bbox: 0.2730 2023/06/07 08:23:01 - mmengine - INFO - Epoch(train) [223][200/782] lr: 2.2092e-03 eta: 10:57:44 time: 0.4420 data_time: 0.0024 memory: 2282 loss: 0.4263 loss_cls: 0.1590 loss_bbox: 0.2673 2023/06/07 08:23:28 - mmengine - INFO - Epoch(train) [223][250/782] lr: 2.2067e-03 eta: 10:57:08 time: 0.5438 data_time: 0.0024 memory: 2282 loss: 0.4244 loss_cls: 0.1625 loss_bbox: 0.2619 2023/06/07 08:23:50 - mmengine - INFO - Epoch(train) [223][300/782] lr: 2.2041e-03 eta: 10:56:28 time: 0.4461 data_time: 0.0023 memory: 2282 loss: 0.4341 loss_cls: 0.1649 loss_bbox: 0.2692 2023/06/07 08:24:12 - mmengine - INFO - Epoch(train) [223][350/782] lr: 2.2016e-03 eta: 10:55:49 time: 0.4368 data_time: 0.0023 memory: 2282 loss: 0.4234 loss_cls: 0.1592 loss_bbox: 0.2642 2023/06/07 08:24:32 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:24:34 - mmengine - INFO - Epoch(train) [223][400/782] lr: 2.1990e-03 eta: 10:55:09 time: 0.4390 data_time: 0.0024 memory: 2282 loss: 0.4215 loss_cls: 0.1576 loss_bbox: 0.2639 2023/06/07 08:24:56 - mmengine - INFO - Epoch(train) [223][450/782] lr: 2.1965e-03 eta: 10:54:30 time: 0.4439 data_time: 0.0024 memory: 2282 loss: 0.4183 loss_cls: 0.1561 loss_bbox: 0.2623 2023/06/07 08:25:18 - mmengine - INFO - Epoch(train) [223][500/782] lr: 2.1939e-03 eta: 10:53:50 time: 0.4444 data_time: 0.0026 memory: 2282 loss: 0.4224 loss_cls: 0.1559 loss_bbox: 0.2664 2023/06/07 08:25:41 - mmengine - INFO - Epoch(train) [223][550/782] lr: 2.1914e-03 eta: 10:53:11 time: 0.4499 data_time: 0.0023 memory: 2282 loss: 0.4232 loss_cls: 0.1605 loss_bbox: 0.2627 2023/06/07 08:26:03 - mmengine - INFO - Epoch(train) [223][600/782] lr: 2.1889e-03 eta: 10:52:32 time: 0.4473 data_time: 0.0023 memory: 2282 loss: 0.4250 loss_cls: 0.1601 loss_bbox: 0.2650 2023/06/07 08:26:25 - mmengine - INFO - Epoch(train) [223][650/782] lr: 2.1863e-03 eta: 10:51:52 time: 0.4417 data_time: 0.0024 memory: 2282 loss: 0.4266 loss_cls: 0.1609 loss_bbox: 0.2657 2023/06/07 08:26:48 - mmengine - INFO - Epoch(train) [223][700/782] lr: 2.1838e-03 eta: 10:51:13 time: 0.4460 data_time: 0.0025 memory: 2282 loss: 0.4247 loss_cls: 0.1614 loss_bbox: 0.2633 2023/06/07 08:27:22 - mmengine - INFO - Epoch(train) [223][750/782] lr: 2.1812e-03 eta: 10:50:42 time: 0.6938 data_time: 0.0026 memory: 2282 loss: 0.4224 loss_cls: 0.1583 loss_bbox: 0.2642 2023/06/07 08:27:35 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:28:12 - mmengine - INFO - Epoch(train) [224][ 50/782] lr: 2.1771e-03 eta: 10:49:46 time: 0.7473 data_time: 0.0182 memory: 2282 loss: 0.4337 loss_cls: 0.1611 loss_bbox: 0.2726 2023/06/07 08:28:34 - mmengine - INFO - Epoch(train) [224][100/782] lr: 2.1745e-03 eta: 10:49:07 time: 0.4424 data_time: 0.0025 memory: 2282 loss: 0.4167 loss_cls: 0.1529 loss_bbox: 0.2639 2023/06/07 08:28:56 - mmengine - INFO - Epoch(train) [224][150/782] lr: 2.1720e-03 eta: 10:48:28 time: 0.4399 data_time: 0.0025 memory: 2282 loss: 0.4310 loss_cls: 0.1607 loss_bbox: 0.2703 2023/06/07 08:29:18 - mmengine - INFO - Epoch(train) [224][200/782] lr: 2.1694e-03 eta: 10:47:48 time: 0.4414 data_time: 0.0025 memory: 2282 loss: 0.4231 loss_cls: 0.1564 loss_bbox: 0.2667 2023/06/07 08:29:40 - mmengine - INFO - Epoch(train) [224][250/782] lr: 2.1669e-03 eta: 10:47:09 time: 0.4414 data_time: 0.0025 memory: 2282 loss: 0.4294 loss_cls: 0.1617 loss_bbox: 0.2676 2023/06/07 08:30:02 - mmengine - INFO - Epoch(train) [224][300/782] lr: 2.1644e-03 eta: 10:46:29 time: 0.4393 data_time: 0.0025 memory: 2282 loss: 0.4306 loss_cls: 0.1677 loss_bbox: 0.2629 2023/06/07 08:30:25 - mmengine - INFO - Epoch(train) [224][350/782] lr: 2.1618e-03 eta: 10:45:50 time: 0.4439 data_time: 0.0026 memory: 2282 loss: 0.4267 loss_cls: 0.1592 loss_bbox: 0.2675 2023/06/07 08:30:47 - mmengine - INFO - Epoch(train) [224][400/782] lr: 2.1593e-03 eta: 10:45:11 time: 0.4422 data_time: 0.0028 memory: 2282 loss: 0.4188 loss_cls: 0.1542 loss_bbox: 0.2646 2023/06/07 08:31:09 - mmengine - INFO - Epoch(train) [224][450/782] lr: 2.1567e-03 eta: 10:44:31 time: 0.4354 data_time: 0.0025 memory: 2282 loss: 0.4222 loss_cls: 0.1583 loss_bbox: 0.2639 2023/06/07 08:31:30 - mmengine - INFO - Epoch(train) [224][500/782] lr: 2.1542e-03 eta: 10:43:52 time: 0.4361 data_time: 0.0024 memory: 2282 loss: 0.4238 loss_cls: 0.1590 loss_bbox: 0.2648 2023/06/07 08:31:52 - mmengine - INFO - Epoch(train) [224][550/782] lr: 2.1516e-03 eta: 10:43:13 time: 0.4405 data_time: 0.0024 memory: 2282 loss: 0.4201 loss_cls: 0.1584 loss_bbox: 0.2617 2023/06/07 08:32:14 - mmengine - INFO - Epoch(train) [224][600/782] lr: 2.1491e-03 eta: 10:42:33 time: 0.4400 data_time: 0.0024 memory: 2282 loss: 0.4233 loss_cls: 0.1569 loss_bbox: 0.2663 2023/06/07 08:32:21 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:32:37 - mmengine - INFO - Epoch(train) [224][650/782] lr: 2.1466e-03 eta: 10:41:54 time: 0.4476 data_time: 0.0024 memory: 2282 loss: 0.4150 loss_cls: 0.1529 loss_bbox: 0.2621 2023/06/07 08:32:59 - mmengine - INFO - Epoch(train) [224][700/782] lr: 2.1440e-03 eta: 10:41:15 time: 0.4418 data_time: 0.0024 memory: 2282 loss: 0.4326 loss_cls: 0.1612 loss_bbox: 0.2714 2023/06/07 08:33:21 - mmengine - INFO - Epoch(train) [224][750/782] lr: 2.1415e-03 eta: 10:40:36 time: 0.4465 data_time: 0.0025 memory: 2282 loss: 0.4381 loss_cls: 0.1671 loss_bbox: 0.2710 2023/06/07 08:34:20 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:34:44 - mmengine - INFO - Epoch(train) [225][ 50/782] lr: 2.1373e-03 eta: 10:40:03 time: 0.4931 data_time: 0.0169 memory: 2282 loss: 0.4263 loss_cls: 0.1616 loss_bbox: 0.2647 2023/06/07 08:35:07 - mmengine - INFO - Epoch(train) [225][100/782] lr: 2.1348e-03 eta: 10:39:24 time: 0.4455 data_time: 0.0025 memory: 2282 loss: 0.4168 loss_cls: 0.1535 loss_bbox: 0.2633 2023/06/07 08:35:29 - mmengine - INFO - Epoch(train) [225][150/782] lr: 2.1322e-03 eta: 10:38:45 time: 0.4500 data_time: 0.0026 memory: 2282 loss: 0.4284 loss_cls: 0.1605 loss_bbox: 0.2679 2023/06/07 08:35:51 - mmengine - INFO - Epoch(train) [225][200/782] lr: 2.1297e-03 eta: 10:38:06 time: 0.4422 data_time: 0.0026 memory: 2282 loss: 0.4090 loss_cls: 0.1531 loss_bbox: 0.2560 2023/06/07 08:36:34 - mmengine - INFO - Epoch(train) [225][250/782] lr: 2.1271e-03 eta: 10:37:41 time: 0.8464 data_time: 0.0026 memory: 2282 loss: 0.4178 loss_cls: 0.1554 loss_bbox: 0.2625 2023/06/07 08:36:56 - mmengine - INFO - Epoch(train) [225][300/782] lr: 2.1246e-03 eta: 10:37:02 time: 0.4563 data_time: 0.0024 memory: 2282 loss: 0.4168 loss_cls: 0.1561 loss_bbox: 0.2607 2023/06/07 08:37:18 - mmengine - INFO - Epoch(train) [225][350/782] lr: 2.1220e-03 eta: 10:36:23 time: 0.4397 data_time: 0.0024 memory: 2282 loss: 0.4309 loss_cls: 0.1635 loss_bbox: 0.2674 2023/06/07 08:37:41 - mmengine - INFO - Epoch(train) [225][400/782] lr: 2.1195e-03 eta: 10:35:44 time: 0.4417 data_time: 0.0024 memory: 2282 loss: 0.4181 loss_cls: 0.1556 loss_bbox: 0.2625 2023/06/07 08:38:03 - mmengine - INFO - Epoch(train) [225][450/782] lr: 2.1169e-03 eta: 10:35:05 time: 0.4452 data_time: 0.0024 memory: 2282 loss: 0.4242 loss_cls: 0.1564 loss_bbox: 0.2678 2023/06/07 08:38:41 - mmengine - INFO - Epoch(train) [225][500/782] lr: 2.1144e-03 eta: 10:34:36 time: 0.7599 data_time: 0.3175 memory: 2282 loss: 0.4402 loss_cls: 0.1678 loss_bbox: 0.2724 2023/06/07 08:39:04 - mmengine - INFO - Epoch(train) [225][550/782] lr: 2.1119e-03 eta: 10:33:58 time: 0.4583 data_time: 0.0024 memory: 2282 loss: 0.4097 loss_cls: 0.1524 loss_bbox: 0.2573 2023/06/07 08:39:26 - mmengine - INFO - Epoch(train) [225][600/782] lr: 2.1093e-03 eta: 10:33:19 time: 0.4461 data_time: 0.0024 memory: 2282 loss: 0.4169 loss_cls: 0.1584 loss_bbox: 0.2584 2023/06/07 08:39:49 - mmengine - INFO - Epoch(train) [225][650/782] lr: 2.1068e-03 eta: 10:32:40 time: 0.4488 data_time: 0.0024 memory: 2282 loss: 0.4239 loss_cls: 0.1628 loss_bbox: 0.2611 2023/06/07 08:40:11 - mmengine - INFO - Epoch(train) [225][700/782] lr: 2.1042e-03 eta: 10:32:01 time: 0.4462 data_time: 0.0024 memory: 2282 loss: 0.4243 loss_cls: 0.1577 loss_bbox: 0.2666 2023/06/07 08:40:33 - mmengine - INFO - Epoch(train) [225][750/782] lr: 2.1017e-03 eta: 10:31:23 time: 0.4486 data_time: 0.0024 memory: 2282 loss: 0.4152 loss_cls: 0.1553 loss_bbox: 0.2599 2023/06/07 08:40:46 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:41:10 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:41:10 - mmengine - INFO - Epoch(train) [226][ 50/782] lr: 2.0975e-03 eta: 10:30:19 time: 0.4847 data_time: 0.0257 memory: 2282 loss: 0.4281 loss_cls: 0.1631 loss_bbox: 0.2650 2023/06/07 08:41:55 - mmengine - INFO - Epoch(train) [226][100/782] lr: 2.0950e-03 eta: 10:29:55 time: 0.8961 data_time: 0.4580 memory: 2282 loss: 0.4324 loss_cls: 0.1652 loss_bbox: 0.2672 2023/06/07 08:42:17 - mmengine - INFO - Epoch(train) [226][150/782] lr: 2.0924e-03 eta: 10:29:16 time: 0.4522 data_time: 0.0025 memory: 2282 loss: 0.4295 loss_cls: 0.1620 loss_bbox: 0.2675 2023/06/07 08:42:40 - mmengine - INFO - Epoch(train) [226][200/782] lr: 2.0899e-03 eta: 10:28:38 time: 0.4512 data_time: 0.0025 memory: 2282 loss: 0.4227 loss_cls: 0.1604 loss_bbox: 0.2622 2023/06/07 08:43:02 - mmengine - INFO - Epoch(train) [226][250/782] lr: 2.0873e-03 eta: 10:27:59 time: 0.4498 data_time: 0.0025 memory: 2282 loss: 0.4140 loss_cls: 0.1562 loss_bbox: 0.2578 2023/06/07 08:44:02 - mmengine - INFO - Epoch(train) [226][300/782] lr: 2.0848e-03 eta: 10:27:44 time: 1.1884 data_time: 0.0026 memory: 2282 loss: 0.4391 loss_cls: 0.1672 loss_bbox: 0.2718 2023/06/07 08:44:24 - mmengine - INFO - Epoch(train) [226][350/782] lr: 2.0822e-03 eta: 10:27:06 time: 0.4467 data_time: 0.0025 memory: 2282 loss: 0.4206 loss_cls: 0.1575 loss_bbox: 0.2632 2023/06/07 08:44:46 - mmengine - INFO - Epoch(train) [226][400/782] lr: 2.0797e-03 eta: 10:26:27 time: 0.4452 data_time: 0.0024 memory: 2282 loss: 0.4019 loss_cls: 0.1474 loss_bbox: 0.2545 2023/06/07 08:45:09 - mmengine - INFO - Epoch(train) [226][450/782] lr: 2.0772e-03 eta: 10:25:48 time: 0.4457 data_time: 0.0024 memory: 2282 loss: 0.4232 loss_cls: 0.1583 loss_bbox: 0.2649 2023/06/07 08:45:31 - mmengine - INFO - Epoch(train) [226][500/782] lr: 2.0746e-03 eta: 10:25:10 time: 0.4459 data_time: 0.0024 memory: 2282 loss: 0.4178 loss_cls: 0.1543 loss_bbox: 0.2634 2023/06/07 08:45:53 - mmengine - INFO - Epoch(train) [226][550/782] lr: 2.0721e-03 eta: 10:24:31 time: 0.4473 data_time: 0.0025 memory: 2282 loss: 0.4111 loss_cls: 0.1525 loss_bbox: 0.2587 2023/06/07 08:46:16 - mmengine - INFO - Epoch(train) [226][600/782] lr: 2.0695e-03 eta: 10:23:52 time: 0.4440 data_time: 0.0027 memory: 2282 loss: 0.4141 loss_cls: 0.1541 loss_bbox: 0.2600 2023/06/07 08:46:38 - mmengine - INFO - Epoch(train) [226][650/782] lr: 2.0670e-03 eta: 10:23:14 time: 0.4389 data_time: 0.0025 memory: 2282 loss: 0.4224 loss_cls: 0.1589 loss_bbox: 0.2636 2023/06/07 08:47:00 - mmengine - INFO - Epoch(train) [226][700/782] lr: 2.0644e-03 eta: 10:22:35 time: 0.4415 data_time: 0.0025 memory: 2282 loss: 0.4266 loss_cls: 0.1573 loss_bbox: 0.2692 2023/06/07 08:47:22 - mmengine - INFO - Epoch(train) [226][750/782] lr: 2.0619e-03 eta: 10:21:56 time: 0.4433 data_time: 0.0025 memory: 2282 loss: 0.4265 loss_cls: 0.1617 loss_bbox: 0.2648 2023/06/07 08:47:34 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:47:58 - mmengine - INFO - Epoch(train) [227][ 50/782] lr: 2.0577e-03 eta: 10:20:53 time: 0.4762 data_time: 0.0270 memory: 2282 loss: 0.4321 loss_cls: 0.1603 loss_bbox: 0.2718 2023/06/07 08:48:20 - mmengine - INFO - Epoch(train) [227][100/782] lr: 2.0552e-03 eta: 10:20:14 time: 0.4359 data_time: 0.0024 memory: 2282 loss: 0.4269 loss_cls: 0.1622 loss_bbox: 0.2646 2023/06/07 08:48:42 - mmengine - INFO - Epoch(train) [227][150/782] lr: 2.0526e-03 eta: 10:19:35 time: 0.4480 data_time: 0.0023 memory: 2282 loss: 0.4348 loss_cls: 0.1624 loss_bbox: 0.2723 2023/06/07 08:49:06 - mmengine - INFO - Epoch(train) [227][200/782] lr: 2.0501e-03 eta: 10:18:58 time: 0.4730 data_time: 0.0024 memory: 2282 loss: 0.4223 loss_cls: 0.1604 loss_bbox: 0.2619 2023/06/07 08:49:28 - mmengine - INFO - Epoch(train) [227][250/782] lr: 2.0475e-03 eta: 10:18:19 time: 0.4516 data_time: 0.0024 memory: 2282 loss: 0.4275 loss_cls: 0.1611 loss_bbox: 0.2664 2023/06/07 08:49:36 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:49:51 - mmengine - INFO - Epoch(train) [227][300/782] lr: 2.0450e-03 eta: 10:17:41 time: 0.4513 data_time: 0.0024 memory: 2282 loss: 0.4177 loss_cls: 0.1575 loss_bbox: 0.2602 2023/06/07 08:50:13 - mmengine - INFO - Epoch(train) [227][350/782] lr: 2.0425e-03 eta: 10:17:03 time: 0.4423 data_time: 0.0025 memory: 2282 loss: 0.4387 loss_cls: 0.1639 loss_bbox: 0.2748 2023/06/07 08:50:35 - mmengine - INFO - Epoch(train) [227][400/782] lr: 2.0399e-03 eta: 10:16:24 time: 0.4451 data_time: 0.0024 memory: 2282 loss: 0.4254 loss_cls: 0.1627 loss_bbox: 0.2627 2023/06/07 08:50:58 - mmengine - INFO - Epoch(train) [227][450/782] lr: 2.0374e-03 eta: 10:15:46 time: 0.4464 data_time: 0.0024 memory: 2282 loss: 0.4202 loss_cls: 0.1586 loss_bbox: 0.2616 2023/06/07 08:51:20 - mmengine - INFO - Epoch(train) [227][500/782] lr: 2.0348e-03 eta: 10:15:07 time: 0.4409 data_time: 0.0024 memory: 2282 loss: 0.4199 loss_cls: 0.1587 loss_bbox: 0.2612 2023/06/07 08:51:42 - mmengine - INFO - Epoch(train) [227][550/782] lr: 2.0323e-03 eta: 10:14:29 time: 0.4422 data_time: 0.0024 memory: 2282 loss: 0.4230 loss_cls: 0.1566 loss_bbox: 0.2664 2023/06/07 08:52:04 - mmengine - INFO - Epoch(train) [227][600/782] lr: 2.0297e-03 eta: 10:13:50 time: 0.4511 data_time: 0.0023 memory: 2282 loss: 0.4306 loss_cls: 0.1638 loss_bbox: 0.2668 2023/06/07 08:52:27 - mmengine - INFO - Epoch(train) [227][650/782] lr: 2.0272e-03 eta: 10:13:12 time: 0.4456 data_time: 0.0024 memory: 2282 loss: 0.4181 loss_cls: 0.1556 loss_bbox: 0.2626 2023/06/07 08:52:49 - mmengine - INFO - Epoch(train) [227][700/782] lr: 2.0247e-03 eta: 10:12:34 time: 0.4471 data_time: 0.0024 memory: 2282 loss: 0.4284 loss_cls: 0.1639 loss_bbox: 0.2645 2023/06/07 08:53:27 - mmengine - INFO - Epoch(train) [227][750/782] lr: 2.0221e-03 eta: 10:12:06 time: 0.7654 data_time: 0.0024 memory: 2282 loss: 0.4261 loss_cls: 0.1602 loss_bbox: 0.2659 2023/06/07 08:53:40 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:54:04 - mmengine - INFO - Epoch(train) [228][ 50/782] lr: 2.0179e-03 eta: 10:11:03 time: 0.4814 data_time: 0.0171 memory: 2282 loss: 0.4205 loss_cls: 0.1564 loss_bbox: 0.2641 2023/06/07 08:54:26 - mmengine - INFO - Epoch(train) [228][100/782] lr: 2.0154e-03 eta: 10:10:24 time: 0.4488 data_time: 0.0026 memory: 2282 loss: 0.4217 loss_cls: 0.1583 loss_bbox: 0.2634 2023/06/07 08:54:48 - mmengine - INFO - Epoch(train) [228][150/782] lr: 2.0129e-03 eta: 10:09:46 time: 0.4430 data_time: 0.0023 memory: 2282 loss: 0.4161 loss_cls: 0.1525 loss_bbox: 0.2636 2023/06/07 08:55:11 - mmengine - INFO - Epoch(train) [228][200/782] lr: 2.0103e-03 eta: 10:09:08 time: 0.4474 data_time: 0.0024 memory: 2282 loss: 0.4138 loss_cls: 0.1500 loss_bbox: 0.2637 2023/06/07 08:55:33 - mmengine - INFO - Epoch(train) [228][250/782] lr: 2.0078e-03 eta: 10:08:29 time: 0.4368 data_time: 0.0024 memory: 2282 loss: 0.4233 loss_cls: 0.1577 loss_bbox: 0.2656 2023/06/07 08:55:55 - mmengine - INFO - Epoch(train) [228][300/782] lr: 2.0052e-03 eta: 10:07:51 time: 0.4359 data_time: 0.0023 memory: 2282 loss: 0.4040 loss_cls: 0.1492 loss_bbox: 0.2548 2023/06/07 08:56:16 - mmengine - INFO - Epoch(train) [228][350/782] lr: 2.0027e-03 eta: 10:07:12 time: 0.4363 data_time: 0.0024 memory: 2282 loss: 0.4484 loss_cls: 0.1717 loss_bbox: 0.2767 2023/06/07 08:56:39 - mmengine - INFO - Epoch(train) [228][400/782] lr: 2.0002e-03 eta: 10:06:34 time: 0.4431 data_time: 0.0026 memory: 2282 loss: 0.4187 loss_cls: 0.1600 loss_bbox: 0.2586 2023/06/07 08:57:21 - mmengine - INFO - Epoch(train) [228][450/782] lr: 1.9976e-03 eta: 10:06:09 time: 0.8505 data_time: 0.0026 memory: 2282 loss: 0.4026 loss_cls: 0.1490 loss_bbox: 0.2536 2023/06/07 08:57:38 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 08:57:44 - mmengine - INFO - Epoch(train) [228][500/782] lr: 1.9951e-03 eta: 10:05:31 time: 0.4541 data_time: 0.0024 memory: 2282 loss: 0.4261 loss_cls: 0.1621 loss_bbox: 0.2640 2023/06/07 08:58:06 - mmengine - INFO - Epoch(train) [228][550/782] lr: 1.9925e-03 eta: 10:04:52 time: 0.4436 data_time: 0.0024 memory: 2282 loss: 0.4215 loss_cls: 0.1641 loss_bbox: 0.2574 2023/06/07 08:58:28 - mmengine - INFO - Epoch(train) [228][600/782] lr: 1.9900e-03 eta: 10:04:14 time: 0.4480 data_time: 0.0024 memory: 2282 loss: 0.4279 loss_cls: 0.1614 loss_bbox: 0.2665 2023/06/07 08:58:51 - mmengine - INFO - Epoch(train) [228][650/782] lr: 1.9875e-03 eta: 10:03:36 time: 0.4485 data_time: 0.0024 memory: 2282 loss: 0.4113 loss_cls: 0.1539 loss_bbox: 0.2574 2023/06/07 08:59:13 - mmengine - INFO - Epoch(train) [228][700/782] lr: 1.9849e-03 eta: 10:02:58 time: 0.4489 data_time: 0.0024 memory: 2282 loss: 0.4213 loss_cls: 0.1585 loss_bbox: 0.2628 2023/06/07 08:59:36 - mmengine - INFO - Epoch(train) [228][750/782] lr: 1.9824e-03 eta: 10:02:20 time: 0.4448 data_time: 0.0023 memory: 2282 loss: 0.4157 loss_cls: 0.1527 loss_bbox: 0.2630 2023/06/07 08:59:48 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 09:00:12 - mmengine - INFO - Epoch(train) [229][ 50/782] lr: 1.9782e-03 eta: 10:01:18 time: 0.4882 data_time: 0.0180 memory: 2282 loss: 0.4285 loss_cls: 0.1652 loss_bbox: 0.2634 2023/06/07 09:00:35 - mmengine - INFO - Epoch(train) [229][100/782] lr: 1.9757e-03 eta: 10:00:40 time: 0.4508 data_time: 0.0023 memory: 2282 loss: 0.4155 loss_cls: 0.1551 loss_bbox: 0.2603 2023/06/07 09:00:57 - mmengine - INFO - Epoch(train) [229][150/782] lr: 1.9731e-03 eta: 10:00:02 time: 0.4464 data_time: 0.0023 memory: 2282 loss: 0.4299 loss_cls: 0.1606 loss_bbox: 0.2692 2023/06/07 09:01:20 - mmengine - INFO - Epoch(train) [229][200/782] lr: 1.9706e-03 eta: 9:59:24 time: 0.4499 data_time: 0.0024 memory: 2282 loss: 0.4234 loss_cls: 0.1583 loss_bbox: 0.2652 2023/06/07 09:01:42 - mmengine - INFO - Epoch(train) [229][250/782] lr: 1.9681e-03 eta: 9:58:46 time: 0.4480 data_time: 0.0023 memory: 2282 loss: 0.4048 loss_cls: 0.1517 loss_bbox: 0.2531 2023/06/07 09:02:20 - mmengine - INFO - Epoch(train) [229][300/782] lr: 1.9655e-03 eta: 9:58:18 time: 0.7658 data_time: 0.0024 memory: 2282 loss: 0.4293 loss_cls: 0.1617 loss_bbox: 0.2676 2023/06/07 09:02:43 - mmengine - INFO - Epoch(train) [229][350/782] lr: 1.9630e-03 eta: 9:57:40 time: 0.4490 data_time: 0.0024 memory: 2282 loss: 0.4228 loss_cls: 0.1584 loss_bbox: 0.2644 2023/06/07 09:03:05 - mmengine - INFO - Epoch(train) [229][400/782] lr: 1.9604e-03 eta: 9:57:02 time: 0.4469 data_time: 0.0024 memory: 2282 loss: 0.4158 loss_cls: 0.1577 loss_bbox: 0.2581 2023/06/07 09:03:28 - mmengine - INFO - Epoch(train) [229][450/782] lr: 1.9579e-03 eta: 9:56:24 time: 0.4484 data_time: 0.0024 memory: 2282 loss: 0.4162 loss_cls: 0.1558 loss_bbox: 0.2603 2023/06/07 09:03:50 - mmengine - INFO - Epoch(train) [229][500/782] lr: 1.9554e-03 eta: 9:55:47 time: 0.4457 data_time: 0.0024 memory: 2282 loss: 0.4158 loss_cls: 0.1513 loss_bbox: 0.2645 2023/06/07 09:04:12 - mmengine - INFO - Epoch(train) [229][550/782] lr: 1.9528e-03 eta: 9:55:09 time: 0.4428 data_time: 0.0024 memory: 2282 loss: 0.4099 loss_cls: 0.1523 loss_bbox: 0.2576 2023/06/07 09:04:34 - mmengine - INFO - Epoch(train) [229][600/782] lr: 1.9503e-03 eta: 9:54:31 time: 0.4401 data_time: 0.0024 memory: 2282 loss: 0.4085 loss_cls: 0.1535 loss_bbox: 0.2551 2023/06/07 09:04:56 - mmengine - INFO - Epoch(train) [229][650/782] lr: 1.9478e-03 eta: 9:53:53 time: 0.4439 data_time: 0.0024 memory: 2282 loss: 0.4205 loss_cls: 0.1578 loss_bbox: 0.2627 2023/06/07 09:05:18 - mmengine - INFO - Epoch(train) [229][700/782] lr: 1.9452e-03 eta: 9:53:15 time: 0.4385 data_time: 0.0024 memory: 2282 loss: 0.4297 loss_cls: 0.1669 loss_bbox: 0.2628 2023/06/07 09:05:20 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 09:05:40 - mmengine - INFO - Epoch(train) [229][750/782] lr: 1.9427e-03 eta: 9:52:37 time: 0.4457 data_time: 0.0025 memory: 2282 loss: 0.4238 loss_cls: 0.1582 loss_bbox: 0.2656 2023/06/07 09:05:53 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 09:06:17 - mmengine - INFO - Epoch(train) [230][ 50/782] lr: 1.9385e-03 eta: 9:51:35 time: 0.4774 data_time: 0.0275 memory: 2282 loss: 0.4164 loss_cls: 0.1559 loss_bbox: 0.2606 2023/06/07 09:06:39 - mmengine - INFO - Epoch(train) [230][100/782] lr: 1.9360e-03 eta: 9:50:57 time: 0.4472 data_time: 0.0024 memory: 2282 loss: 0.4143 loss_cls: 0.1564 loss_bbox: 0.2579 2023/06/07 09:07:02 - mmengine - INFO - Epoch(train) [230][150/782] lr: 1.9335e-03 eta: 9:50:19 time: 0.4482 data_time: 0.0024 memory: 2282 loss: 0.4067 loss_cls: 0.1515 loss_bbox: 0.2552 2023/06/07 09:07:24 - mmengine - INFO - Epoch(train) [230][200/782] lr: 1.9309e-03 eta: 9:49:42 time: 0.4499 data_time: 0.0023 memory: 2282 loss: 0.4260 loss_cls: 0.1581 loss_bbox: 0.2679 2023/06/07 09:07:47 - mmengine - INFO - Epoch(train) [230][250/782] lr: 1.9284e-03 eta: 9:49:04 time: 0.4486 data_time: 0.0026 memory: 2282 loss: 0.4036 loss_cls: 0.1505 loss_bbox: 0.2532 2023/06/07 09:08:09 - mmengine - INFO - Epoch(train) [230][300/782] lr: 1.9259e-03 eta: 9:48:26 time: 0.4391 data_time: 0.0026 memory: 2282 loss: 0.4064 loss_cls: 0.1509 loss_bbox: 0.2555 2023/06/07 09:08:31 - mmengine - INFO - Epoch(train) [230][350/782] lr: 1.9233e-03 eta: 9:47:48 time: 0.4424 data_time: 0.0025 memory: 2282 loss: 0.4218 loss_cls: 0.1555 loss_bbox: 0.2663 2023/06/07 09:08:53 - mmengine - INFO - Epoch(train) [230][400/782] lr: 1.9208e-03 eta: 9:47:11 time: 0.4469 data_time: 0.0026 memory: 2282 loss: 0.4222 loss_cls: 0.1548 loss_bbox: 0.2674 2023/06/07 09:19:47 - mmengine - INFO - Epoch(train) [230][450/782] lr: 1.9183e-03 eta: 9:52:45 time: 13.0681 data_time: 0.0027 memory: 2282 loss: 0.4149 loss_cls: 0.1542 loss_bbox: 0.2607 2023/06/07 09:33:16 - mmengine - INFO - Epoch(train) [230][500/782] lr: 1.9157e-03 eta: 9:59:50 time: 16.1922 data_time: 0.0026 memory: 2282 loss: 0.4104 loss_cls: 0.1523 loss_bbox: 0.2581 2023/06/07 09:47:16 - mmengine - INFO - Epoch(train) [230][550/782] lr: 1.9132e-03 eta: 10:07:11 time: 16.8016 data_time: 0.0027 memory: 2282 loss: 0.4184 loss_cls: 0.1574 loss_bbox: 0.2610 2023/06/07 10:01:05 - mmengine - INFO - Epoch(train) [230][600/782] lr: 1.9107e-03 eta: 10:14:24 time: 16.5684 data_time: 0.0028 memory: 2282 loss: 0.4181 loss_cls: 0.1604 loss_bbox: 0.2577 2023/06/07 10:15:19 - mmengine - INFO - Epoch(train) [230][650/782] lr: 1.9081e-03 eta: 10:21:51 time: 17.0895 data_time: 0.0028 memory: 2282 loss: 0.4182 loss_cls: 0.1571 loss_bbox: 0.2611 2023/06/07 10:29:05 - mmengine - INFO - Epoch(train) [230][700/782] lr: 1.9056e-03 eta: 10:29:01 time: 16.5197 data_time: 0.0028 memory: 2282 loss: 0.4378 loss_cls: 0.1668 loss_bbox: 0.2711 2023/06/07 10:42:45 - mmengine - INFO - Epoch(train) [230][750/782] lr: 1.9031e-03 eta: 10:36:05 time: 16.4001 data_time: 0.0026 memory: 2282 loss: 0.4276 loss_cls: 0.1604 loss_bbox: 0.2672 2023/06/07 10:51:04 - mmengine - INFO - Exp name: hand_det_20230606_162928 2023/06/07 10:51:04 - mmengine - INFO - Saving checkpoint at 230 epochs 2023/06/07 10:51:07 - mmengine - INFO - Evaluating bbox... 2023/06/07 10:51:09 - mmengine - INFO - bbox_mAP_copypaste: 0.773 0.985 0.883 0.460 0.631 0.795 2023/06/07 16:13:48 - mmengine - INFO - Epoch(train) [231][ 50/782] lr: 1.8989e-03 eta: 13:08:16 time: 0.8648 data_time: 0.3756 memory: 2282 loss: 0.4221 loss_cls: 0.1556 loss_bbox: 0.2665 2023/06/07 16:14:10 - mmengine - INFO - Epoch(train) [231][100/782] lr: 1.8964e-03 eta: 10:00:11 time: 0.4533 data_time: 0.0027 memory: 2282 loss: 0.4207 loss_cls: 0.1569 loss_bbox: 0.2638 2023/06/07 16:14:28 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:14:32 - mmengine - INFO - Epoch(train) [231][150/782] lr: 1.8939e-03 eta: 8:53:44 time: 0.4418 data_time: 0.0026 memory: 2282 loss: 0.4300 loss_cls: 0.1657 loss_bbox: 0.2644 2023/06/07 16:14:54 - mmengine - INFO - Epoch(train) [231][200/782] lr: 1.8913e-03 eta: 8:19:45 time: 0.4393 data_time: 0.0026 memory: 2282 loss: 0.4309 loss_cls: 0.1600 loss_bbox: 0.2708 2023/06/07 16:15:17 - mmengine - INFO - Epoch(train) [231][250/782] lr: 1.8888e-03 eta: 8:00:21 time: 0.4455 data_time: 0.0025 memory: 2282 loss: 0.4321 loss_cls: 0.1608 loss_bbox: 0.2713 2023/06/07 16:15:39 - mmengine - INFO - Epoch(train) [231][300/782] lr: 1.8863e-03 eta: 7:47:28 time: 0.4466 data_time: 0.0025 memory: 2282 loss: 0.4404 loss_cls: 0.1660 loss_bbox: 0.2744 2023/06/07 16:16:01 - mmengine - INFO - Epoch(train) [231][350/782] lr: 1.8837e-03 eta: 7:37:35 time: 0.4422 data_time: 0.0024 memory: 2282 loss: 0.4348 loss_cls: 0.1631 loss_bbox: 0.2717 2023/06/07 16:16:23 - mmengine - INFO - Epoch(train) [231][400/782] lr: 1.8812e-03 eta: 7:30:35 time: 0.4468 data_time: 0.0024 memory: 2282 loss: 0.4201 loss_cls: 0.1573 loss_bbox: 0.2628 2023/06/07 16:16:46 - mmengine - INFO - Epoch(train) [231][450/782] lr: 1.8787e-03 eta: 7:24:43 time: 0.4432 data_time: 0.0024 memory: 2282 loss: 0.4326 loss_cls: 0.1672 loss_bbox: 0.2653 2023/06/07 16:17:08 - mmengine - INFO - Epoch(train) [231][500/782] lr: 1.8762e-03 eta: 7:19:59 time: 0.4437 data_time: 0.0025 memory: 2282 loss: 0.4247 loss_cls: 0.1588 loss_bbox: 0.2659 2023/06/07 16:17:30 - mmengine - INFO - Epoch(train) [231][550/782] lr: 1.8736e-03 eta: 7:15:49 time: 0.4409 data_time: 0.0024 memory: 2282 loss: 0.4109 loss_cls: 0.1515 loss_bbox: 0.2593 2023/06/07 16:17:52 - mmengine - INFO - Epoch(train) [231][600/782] lr: 1.8711e-03 eta: 7:12:11 time: 0.4395 data_time: 0.0025 memory: 2282 loss: 0.4124 loss_cls: 0.1531 loss_bbox: 0.2593 2023/06/07 16:18:14 - mmengine - INFO - Epoch(train) [231][650/782] lr: 1.8686e-03 eta: 7:09:21 time: 0.4439 data_time: 0.0025 memory: 2282 loss: 0.4042 loss_cls: 0.1504 loss_bbox: 0.2538 2023/06/07 16:18:36 - mmengine - INFO - Epoch(train) [231][700/782] lr: 1.8661e-03 eta: 7:06:47 time: 0.4426 data_time: 0.0024 memory: 2282 loss: 0.4125 loss_cls: 0.1536 loss_bbox: 0.2589 2023/06/07 16:18:59 - mmengine - INFO - Epoch(train) [231][750/782] lr: 1.8635e-03 eta: 7:05:01 time: 0.4509 data_time: 0.0024 memory: 2282 loss: 0.4258 loss_cls: 0.1635 loss_bbox: 0.2624 2023/06/07 16:19:11 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:19:35 - mmengine - INFO - Epoch(train) [232][ 50/782] lr: 1.8594e-03 eta: 7:01:34 time: 0.4733 data_time: 0.0313 memory: 2282 loss: 0.4080 loss_cls: 0.1508 loss_bbox: 0.2571 2023/06/07 16:19:58 - mmengine - INFO - Epoch(train) [232][100/782] lr: 1.8569e-03 eta: 7:00:17 time: 0.4517 data_time: 0.0027 memory: 2282 loss: 0.3997 loss_cls: 0.1479 loss_bbox: 0.2518 2023/06/07 16:20:20 - mmengine - INFO - Epoch(train) [232][150/782] lr: 1.8543e-03 eta: 6:58:44 time: 0.4442 data_time: 0.0026 memory: 2282 loss: 0.4198 loss_cls: 0.1584 loss_bbox: 0.2614 2023/06/07 16:20:42 - mmengine - INFO - Epoch(train) [232][200/782] lr: 1.8518e-03 eta: 6:57:14 time: 0.4426 data_time: 0.0026 memory: 2282 loss: 0.4066 loss_cls: 0.1521 loss_bbox: 0.2545 2023/06/07 16:21:04 - mmengine - INFO - Epoch(train) [232][250/782] lr: 1.8493e-03 eta: 6:55:47 time: 0.4409 data_time: 0.0026 memory: 2282 loss: 0.4103 loss_cls: 0.1545 loss_bbox: 0.2558 2023/06/07 16:21:26 - mmengine - INFO - Epoch(train) [232][300/782] lr: 1.8468e-03 eta: 6:54:32 time: 0.4438 data_time: 0.0026 memory: 2282 loss: 0.4091 loss_cls: 0.1480 loss_bbox: 0.2610 2023/06/07 16:21:48 - mmengine - INFO - Epoch(train) [232][350/782] lr: 1.8443e-03 eta: 6:53:28 time: 0.4461 data_time: 0.0029 memory: 2282 loss: 0.4034 loss_cls: 0.1494 loss_bbox: 0.2540 2023/06/07 16:21:52 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:22:11 - mmengine - INFO - Epoch(train) [232][400/782] lr: 1.8417e-03 eta: 6:52:26 time: 0.4457 data_time: 0.0027 memory: 2282 loss: 0.4246 loss_cls: 0.1600 loss_bbox: 0.2646 2023/06/07 16:22:33 - mmengine - INFO - Epoch(train) [232][450/782] lr: 1.8392e-03 eta: 6:51:36 time: 0.4496 data_time: 0.0025 memory: 2282 loss: 0.4159 loss_cls: 0.1559 loss_bbox: 0.2600 2023/06/07 16:22:56 - mmengine - INFO - Epoch(train) [232][500/782] lr: 1.8367e-03 eta: 6:50:45 time: 0.4481 data_time: 0.0026 memory: 2282 loss: 0.4164 loss_cls: 0.1588 loss_bbox: 0.2576 2023/06/07 16:23:19 - mmengine - INFO - Epoch(train) [232][550/782] lr: 1.8342e-03 eta: 6:50:17 time: 0.4587 data_time: 0.0025 memory: 2282 loss: 0.4187 loss_cls: 0.1565 loss_bbox: 0.2622 2023/06/07 16:23:41 - mmengine - INFO - Epoch(train) [232][600/782] lr: 1.8317e-03 eta: 6:49:37 time: 0.4523 data_time: 0.0024 memory: 2282 loss: 0.4259 loss_cls: 0.1584 loss_bbox: 0.2675 2023/06/07 16:24:04 - mmengine - INFO - Epoch(train) [232][650/782] lr: 1.8291e-03 eta: 6:49:03 time: 0.4548 data_time: 0.0024 memory: 2282 loss: 0.4027 loss_cls: 0.1464 loss_bbox: 0.2563 2023/06/07 16:24:27 - mmengine - INFO - Epoch(train) [232][700/782] lr: 1.8266e-03 eta: 6:48:24 time: 0.4514 data_time: 0.0024 memory: 2282 loss: 0.4060 loss_cls: 0.1467 loss_bbox: 0.2592 2023/06/07 16:24:49 - mmengine - INFO - Epoch(train) [232][750/782] lr: 1.8241e-03 eta: 6:47:43 time: 0.4497 data_time: 0.0024 memory: 2282 loss: 0.4046 loss_cls: 0.1500 loss_bbox: 0.2546 2023/06/07 16:25:02 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:25:26 - mmengine - INFO - Epoch(train) [233][ 50/782] lr: 1.8200e-03 eta: 6:46:32 time: 0.4837 data_time: 0.0271 memory: 2282 loss: 0.4194 loss_cls: 0.1570 loss_bbox: 0.2624 2023/06/07 16:25:48 - mmengine - INFO - Epoch(train) [233][100/782] lr: 1.8175e-03 eta: 6:45:54 time: 0.4497 data_time: 0.0024 memory: 2282 loss: 0.3934 loss_cls: 0.1446 loss_bbox: 0.2487 2023/06/07 16:26:11 - mmengine - INFO - Epoch(train) [233][150/782] lr: 1.8149e-03 eta: 6:45:16 time: 0.4491 data_time: 0.0025 memory: 2282 loss: 0.4362 loss_cls: 0.1619 loss_bbox: 0.2743 2023/06/07 16:26:33 - mmengine - INFO - Epoch(train) [233][200/782] lr: 1.8124e-03 eta: 6:44:36 time: 0.4472 data_time: 0.0024 memory: 2282 loss: 0.4173 loss_cls: 0.1568 loss_bbox: 0.2606 2023/06/07 16:26:55 - mmengine - INFO - Epoch(train) [233][250/782] lr: 1.8099e-03 eta: 6:43:50 time: 0.4428 data_time: 0.0025 memory: 2282 loss: 0.4166 loss_cls: 0.1544 loss_bbox: 0.2621 2023/06/07 16:27:17 - mmengine - INFO - Epoch(train) [233][300/782] lr: 1.8074e-03 eta: 6:43:00 time: 0.4386 data_time: 0.0025 memory: 2282 loss: 0.4235 loss_cls: 0.1567 loss_bbox: 0.2668 2023/06/07 16:27:39 - mmengine - INFO - Epoch(train) [233][350/782] lr: 1.8049e-03 eta: 6:42:13 time: 0.4399 data_time: 0.0024 memory: 2282 loss: 0.4245 loss_cls: 0.1611 loss_bbox: 0.2634 2023/06/07 16:28:01 - mmengine - INFO - Epoch(train) [233][400/782] lr: 1.8024e-03 eta: 6:41:34 time: 0.4444 data_time: 0.0026 memory: 2282 loss: 0.4079 loss_cls: 0.1495 loss_bbox: 0.2584 2023/06/07 16:28:24 - mmengine - INFO - Epoch(train) [233][450/782] lr: 1.7999e-03 eta: 6:41:01 time: 0.4495 data_time: 0.0025 memory: 2282 loss: 0.4048 loss_cls: 0.1505 loss_bbox: 0.2543 2023/06/07 16:28:46 - mmengine - INFO - Epoch(train) [233][500/782] lr: 1.7973e-03 eta: 6:40:30 time: 0.4496 data_time: 0.0025 memory: 2282 loss: 0.4170 loss_cls: 0.1533 loss_bbox: 0.2638 2023/06/07 16:29:09 - mmengine - INFO - Epoch(train) [233][550/782] lr: 1.7948e-03 eta: 6:39:50 time: 0.4424 data_time: 0.0024 memory: 2282 loss: 0.4192 loss_cls: 0.1536 loss_bbox: 0.2656 2023/06/07 16:29:20 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:29:31 - mmengine - INFO - Epoch(train) [233][600/782] lr: 1.7923e-03 eta: 6:39:16 time: 0.4466 data_time: 0.0036 memory: 2282 loss: 0.4207 loss_cls: 0.1584 loss_bbox: 0.2623 2023/06/07 16:29:53 - mmengine - INFO - Epoch(train) [233][650/782] lr: 1.7898e-03 eta: 6:38:37 time: 0.4422 data_time: 0.0025 memory: 2282 loss: 0.4118 loss_cls: 0.1525 loss_bbox: 0.2592 2023/06/07 16:30:15 - mmengine - INFO - Epoch(train) [233][700/782] lr: 1.7873e-03 eta: 6:38:04 time: 0.4460 data_time: 0.0026 memory: 2282 loss: 0.4205 loss_cls: 0.1599 loss_bbox: 0.2606 2023/06/07 16:30:38 - mmengine - INFO - Epoch(train) [233][750/782] lr: 1.7848e-03 eta: 6:37:30 time: 0.4456 data_time: 0.0025 memory: 2282 loss: 0.4187 loss_cls: 0.1548 loss_bbox: 0.2639 2023/06/07 16:30:50 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:31:14 - mmengine - INFO - Epoch(train) [234][ 50/782] lr: 1.7807e-03 eta: 6:36:24 time: 0.4779 data_time: 0.0188 memory: 2282 loss: 0.4095 loss_cls: 0.1520 loss_bbox: 0.2576 2023/06/07 16:31:36 - mmengine - INFO - Epoch(train) [234][100/782] lr: 1.7782e-03 eta: 6:35:50 time: 0.4436 data_time: 0.0026 memory: 2282 loss: 0.4219 loss_cls: 0.1572 loss_bbox: 0.2647 2023/06/07 16:31:58 - mmengine - INFO - Epoch(train) [234][150/782] lr: 1.7757e-03 eta: 6:35:14 time: 0.4414 data_time: 0.0027 memory: 2282 loss: 0.4165 loss_cls: 0.1574 loss_bbox: 0.2591 2023/06/07 16:32:20 - mmengine - INFO - Epoch(train) [234][200/782] lr: 1.7732e-03 eta: 6:34:38 time: 0.4416 data_time: 0.0026 memory: 2282 loss: 0.4119 loss_cls: 0.1523 loss_bbox: 0.2596 2023/06/07 16:32:42 - mmengine - INFO - Epoch(train) [234][250/782] lr: 1.7707e-03 eta: 6:34:06 time: 0.4441 data_time: 0.0027 memory: 2282 loss: 0.4110 loss_cls: 0.1529 loss_bbox: 0.2581 2023/06/07 16:33:05 - mmengine - INFO - Epoch(train) [234][300/782] lr: 1.7681e-03 eta: 6:33:40 time: 0.4500 data_time: 0.0025 memory: 2282 loss: 0.4203 loss_cls: 0.1570 loss_bbox: 0.2633 2023/06/07 16:33:27 - mmengine - INFO - Epoch(train) [234][350/782] lr: 1.7656e-03 eta: 6:33:09 time: 0.4446 data_time: 0.0025 memory: 2282 loss: 0.4126 loss_cls: 0.1558 loss_bbox: 0.2568 2023/06/07 16:33:49 - mmengine - INFO - Epoch(train) [234][400/782] lr: 1.7631e-03 eta: 6:32:38 time: 0.4445 data_time: 0.0024 memory: 2282 loss: 0.4181 loss_cls: 0.1538 loss_bbox: 0.2643 2023/06/07 16:34:11 - mmengine - INFO - Epoch(train) [234][450/782] lr: 1.7606e-03 eta: 6:32:06 time: 0.4435 data_time: 0.0025 memory: 2282 loss: 0.4172 loss_cls: 0.1597 loss_bbox: 0.2574 2023/06/07 16:34:33 - mmengine - INFO - Epoch(train) [234][500/782] lr: 1.7581e-03 eta: 6:31:32 time: 0.4403 data_time: 0.0025 memory: 2282 loss: 0.4367 loss_cls: 0.1641 loss_bbox: 0.2727 2023/06/07 16:34:56 - mmengine - INFO - Epoch(train) [234][550/782] lr: 1.7556e-03 eta: 6:31:00 time: 0.4424 data_time: 0.0025 memory: 2282 loss: 0.4024 loss_cls: 0.1461 loss_bbox: 0.2564 2023/06/07 16:35:18 - mmengine - INFO - Epoch(train) [234][600/782] lr: 1.7531e-03 eta: 6:30:30 time: 0.4437 data_time: 0.0025 memory: 2282 loss: 0.4226 loss_cls: 0.1603 loss_bbox: 0.2623 2023/06/07 16:35:40 - mmengine - INFO - Epoch(train) [234][650/782] lr: 1.7506e-03 eta: 6:29:57 time: 0.4406 data_time: 0.0025 memory: 2282 loss: 0.4243 loss_cls: 0.1588 loss_bbox: 0.2655 2023/06/07 16:36:02 - mmengine - INFO - Epoch(train) [234][700/782] lr: 1.7481e-03 eta: 6:29:23 time: 0.4383 data_time: 0.0025 memory: 2282 loss: 0.4111 loss_cls: 0.1524 loss_bbox: 0.2588 2023/06/07 16:36:24 - mmengine - INFO - Epoch(train) [234][750/782] lr: 1.7456e-03 eta: 6:28:50 time: 0.4401 data_time: 0.0026 memory: 2282 loss: 0.4219 loss_cls: 0.1540 loss_bbox: 0.2679 2023/06/07 16:36:36 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:36:43 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:37:00 - mmengine - INFO - Epoch(train) [235][ 50/782] lr: 1.7415e-03 eta: 6:28:06 time: 0.4815 data_time: 0.0161 memory: 2282 loss: 0.3998 loss_cls: 0.1482 loss_bbox: 0.2516 2023/06/07 16:37:23 - mmengine - INFO - Epoch(train) [235][100/782] lr: 1.7390e-03 eta: 6:27:44 time: 0.4528 data_time: 0.0026 memory: 2282 loss: 0.4241 loss_cls: 0.1575 loss_bbox: 0.2666 2023/06/07 16:37:45 - mmengine - INFO - Epoch(train) [235][150/782] lr: 1.7365e-03 eta: 6:27:15 time: 0.4437 data_time: 0.0026 memory: 2282 loss: 0.4315 loss_cls: 0.1639 loss_bbox: 0.2676 2023/06/07 16:38:07 - mmengine - INFO - Epoch(train) [235][200/782] lr: 1.7340e-03 eta: 6:26:44 time: 0.4402 data_time: 0.0025 memory: 2282 loss: 0.4110 loss_cls: 0.1561 loss_bbox: 0.2549 2023/06/07 16:38:30 - mmengine - INFO - Epoch(train) [235][250/782] lr: 1.7315e-03 eta: 6:26:22 time: 0.4522 data_time: 0.0027 memory: 2282 loss: 0.4233 loss_cls: 0.1581 loss_bbox: 0.2652 2023/06/07 16:38:52 - mmengine - INFO - Epoch(train) [235][300/782] lr: 1.7290e-03 eta: 6:25:55 time: 0.4459 data_time: 0.0026 memory: 2282 loss: 0.4180 loss_cls: 0.1582 loss_bbox: 0.2598 2023/06/07 16:39:15 - mmengine - INFO - Epoch(train) [235][350/782] lr: 1.7265e-03 eta: 6:25:28 time: 0.4445 data_time: 0.0025 memory: 2282 loss: 0.3979 loss_cls: 0.1477 loss_bbox: 0.2502 2023/06/07 16:39:37 - mmengine - INFO - Epoch(train) [235][400/782] lr: 1.7241e-03 eta: 6:25:04 time: 0.4497 data_time: 0.0056 memory: 2282 loss: 0.4128 loss_cls: 0.1537 loss_bbox: 0.2590 2023/06/07 16:39:59 - mmengine - INFO - Epoch(train) [235][450/782] lr: 1.7216e-03 eta: 6:24:39 time: 0.4473 data_time: 0.0051 memory: 2282 loss: 0.4210 loss_cls: 0.1566 loss_bbox: 0.2645 2023/06/07 16:40:22 - mmengine - INFO - Epoch(train) [235][500/782] lr: 1.7191e-03 eta: 6:24:13 time: 0.4473 data_time: 0.0053 memory: 2282 loss: 0.4244 loss_cls: 0.1577 loss_bbox: 0.2667 2023/06/07 16:40:44 - mmengine - INFO - Epoch(train) [235][550/782] lr: 1.7166e-03 eta: 6:23:47 time: 0.4454 data_time: 0.0055 memory: 2282 loss: 0.4060 loss_cls: 0.1483 loss_bbox: 0.2577 2023/06/07 16:41:06 - mmengine - INFO - Epoch(train) [235][600/782] lr: 1.7141e-03 eta: 6:23:20 time: 0.4449 data_time: 0.0032 memory: 2282 loss: 0.4059 loss_cls: 0.1501 loss_bbox: 0.2558 2023/06/07 16:41:28 - mmengine - INFO - Epoch(train) [235][650/782] lr: 1.7116e-03 eta: 6:22:50 time: 0.4393 data_time: 0.0025 memory: 2282 loss: 0.4369 loss_cls: 0.1697 loss_bbox: 0.2673 2023/06/07 16:41:51 - mmengine - INFO - Epoch(train) [235][700/782] lr: 1.7091e-03 eta: 6:22:25 time: 0.4478 data_time: 0.0025 memory: 2282 loss: 0.4146 loss_cls: 0.1521 loss_bbox: 0.2625 2023/06/07 16:42:13 - mmengine - INFO - Epoch(train) [235][750/782] lr: 1.7066e-03 eta: 6:21:59 time: 0.4453 data_time: 0.0025 memory: 2282 loss: 0.4290 loss_cls: 0.1598 loss_bbox: 0.2692 2023/06/07 16:42:26 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:42:50 - mmengine - INFO - Epoch(train) [236][ 50/782] lr: 1.7025e-03 eta: 6:21:21 time: 0.4836 data_time: 0.0362 memory: 2282 loss: 0.4207 loss_cls: 0.1563 loss_bbox: 0.2644 2023/06/07 16:43:12 - mmengine - INFO - Epoch(train) [236][100/782] lr: 1.7000e-03 eta: 6:20:59 time: 0.4510 data_time: 0.0025 memory: 2282 loss: 0.4226 loss_cls: 0.1579 loss_bbox: 0.2646 2023/06/07 16:43:35 - mmengine - INFO - Epoch(train) [236][150/782] lr: 1.6976e-03 eta: 6:20:33 time: 0.4447 data_time: 0.0025 memory: 2282 loss: 0.4081 loss_cls: 0.1503 loss_bbox: 0.2578 2023/06/07 16:43:57 - mmengine - INFO - Epoch(train) [236][200/782] lr: 1.6951e-03 eta: 6:20:09 time: 0.4491 data_time: 0.0025 memory: 2282 loss: 0.4090 loss_cls: 0.1508 loss_bbox: 0.2582 2023/06/07 16:44:11 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:44:19 - mmengine - INFO - Epoch(train) [236][250/782] lr: 1.6926e-03 eta: 6:19:44 time: 0.4466 data_time: 0.0027 memory: 2282 loss: 0.4166 loss_cls: 0.1532 loss_bbox: 0.2634 2023/06/07 16:44:42 - mmengine - INFO - Epoch(train) [236][300/782] lr: 1.6901e-03 eta: 6:19:25 time: 0.4566 data_time: 0.0025 memory: 2282 loss: 0.4125 loss_cls: 0.1533 loss_bbox: 0.2592 2023/06/07 16:45:05 - mmengine - INFO - Epoch(train) [236][350/782] lr: 1.6876e-03 eta: 6:19:06 time: 0.4562 data_time: 0.0025 memory: 2282 loss: 0.4206 loss_cls: 0.1564 loss_bbox: 0.2642 2023/06/07 16:45:28 - mmengine - INFO - Epoch(train) [236][400/782] lr: 1.6851e-03 eta: 6:18:43 time: 0.4485 data_time: 0.0026 memory: 2282 loss: 0.4266 loss_cls: 0.1603 loss_bbox: 0.2664 2023/06/07 16:45:50 - mmengine - INFO - Epoch(train) [236][450/782] lr: 1.6826e-03 eta: 6:18:15 time: 0.4424 data_time: 0.0025 memory: 2282 loss: 0.4186 loss_cls: 0.1581 loss_bbox: 0.2606 2023/06/07 16:46:12 - mmengine - INFO - Epoch(train) [236][500/782] lr: 1.6802e-03 eta: 6:17:54 time: 0.4530 data_time: 0.0025 memory: 2282 loss: 0.4142 loss_cls: 0.1557 loss_bbox: 0.2585 2023/06/07 16:46:35 - mmengine - INFO - Epoch(train) [236][550/782] lr: 1.6777e-03 eta: 6:17:34 time: 0.4541 data_time: 0.0023 memory: 2282 loss: 0.4221 loss_cls: 0.1561 loss_bbox: 0.2660 2023/06/07 16:46:57 - mmengine - INFO - Epoch(train) [236][600/782] lr: 1.6752e-03 eta: 6:17:07 time: 0.4423 data_time: 0.0023 memory: 2282 loss: 0.4249 loss_cls: 0.1553 loss_bbox: 0.2696 2023/06/07 16:47:19 - mmengine - INFO - Epoch(train) [236][650/782] lr: 1.6727e-03 eta: 6:16:36 time: 0.4364 data_time: 0.0024 memory: 2282 loss: 0.4127 loss_cls: 0.1524 loss_bbox: 0.2603 2023/06/07 16:47:41 - mmengine - INFO - Epoch(train) [236][700/782] lr: 1.6702e-03 eta: 6:16:09 time: 0.4422 data_time: 0.0024 memory: 2282 loss: 0.4166 loss_cls: 0.1562 loss_bbox: 0.2604 2023/06/07 16:48:03 - mmengine - INFO - Epoch(train) [236][750/782] lr: 1.6678e-03 eta: 6:15:41 time: 0.4401 data_time: 0.0023 memory: 2282 loss: 0.4143 loss_cls: 0.1551 loss_bbox: 0.2591 2023/06/07 16:48:16 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:48:40 - mmengine - INFO - Epoch(train) [237][ 50/782] lr: 1.6637e-03 eta: 6:15:02 time: 0.4867 data_time: 0.0360 memory: 2282 loss: 0.4207 loss_cls: 0.1577 loss_bbox: 0.2630 2023/06/07 16:49:02 - mmengine - INFO - Epoch(train) [237][100/782] lr: 1.6612e-03 eta: 6:14:36 time: 0.4447 data_time: 0.0023 memory: 2282 loss: 0.4054 loss_cls: 0.1464 loss_bbox: 0.2589 2023/06/07 16:49:24 - mmengine - INFO - Epoch(train) [237][150/782] lr: 1.6588e-03 eta: 6:14:07 time: 0.4357 data_time: 0.0023 memory: 2282 loss: 0.4177 loss_cls: 0.1574 loss_bbox: 0.2603 2023/06/07 16:49:46 - mmengine - INFO - Epoch(train) [237][200/782] lr: 1.6563e-03 eta: 6:13:40 time: 0.4419 data_time: 0.0025 memory: 2282 loss: 0.4227 loss_cls: 0.1556 loss_bbox: 0.2672 2023/06/07 16:50:08 - mmengine - INFO - Epoch(train) [237][250/782] lr: 1.6538e-03 eta: 6:13:16 time: 0.4461 data_time: 0.0023 memory: 2282 loss: 0.4196 loss_cls: 0.1531 loss_bbox: 0.2665 2023/06/07 16:50:31 - mmengine - INFO - Epoch(train) [237][300/782] lr: 1.6513e-03 eta: 6:12:50 time: 0.4427 data_time: 0.0023 memory: 2282 loss: 0.4139 loss_cls: 0.1532 loss_bbox: 0.2608 2023/06/07 16:50:52 - mmengine - INFO - Epoch(train) [237][350/782] lr: 1.6489e-03 eta: 6:12:22 time: 0.4390 data_time: 0.0025 memory: 2282 loss: 0.3941 loss_cls: 0.1442 loss_bbox: 0.2499 2023/06/07 16:51:15 - mmengine - INFO - Epoch(train) [237][400/782] lr: 1.6464e-03 eta: 6:11:57 time: 0.4440 data_time: 0.0025 memory: 2282 loss: 0.4217 loss_cls: 0.1581 loss_bbox: 0.2637 2023/06/07 16:51:36 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:51:37 - mmengine - INFO - Epoch(train) [237][450/782] lr: 1.6439e-03 eta: 6:11:30 time: 0.4410 data_time: 0.0025 memory: 2282 loss: 0.4206 loss_cls: 0.1558 loss_bbox: 0.2648 2023/06/07 16:51:59 - mmengine - INFO - Epoch(train) [237][500/782] lr: 1.6415e-03 eta: 6:11:04 time: 0.4413 data_time: 0.0025 memory: 2282 loss: 0.4190 loss_cls: 0.1564 loss_bbox: 0.2627 2023/06/07 16:52:21 - mmengine - INFO - Epoch(train) [237][550/782] lr: 1.6390e-03 eta: 6:10:35 time: 0.4360 data_time: 0.0025 memory: 2282 loss: 0.4102 loss_cls: 0.1564 loss_bbox: 0.2538 2023/06/07 16:52:43 - mmengine - INFO - Epoch(train) [237][600/782] lr: 1.6365e-03 eta: 6:10:11 time: 0.4456 data_time: 0.0023 memory: 2282 loss: 0.4290 loss_cls: 0.1591 loss_bbox: 0.2699 2023/06/07 16:53:05 - mmengine - INFO - Epoch(train) [237][650/782] lr: 1.6340e-03 eta: 6:09:45 time: 0.4412 data_time: 0.0024 memory: 2282 loss: 0.4142 loss_cls: 0.1586 loss_bbox: 0.2556 2023/06/07 16:53:27 - mmengine - INFO - Epoch(train) [237][700/782] lr: 1.6316e-03 eta: 6:09:20 time: 0.4436 data_time: 0.0024 memory: 2282 loss: 0.4180 loss_cls: 0.1588 loss_bbox: 0.2591 2023/06/07 16:53:50 - mmengine - INFO - Epoch(train) [237][750/782] lr: 1.6291e-03 eta: 6:08:57 time: 0.4490 data_time: 0.0024 memory: 2282 loss: 0.4156 loss_cls: 0.1529 loss_bbox: 0.2627 2023/06/07 16:54:02 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:54:26 - mmengine - INFO - Epoch(train) [238][ 50/782] lr: 1.6251e-03 eta: 6:08:17 time: 0.4830 data_time: 0.0187 memory: 2282 loss: 0.4159 loss_cls: 0.1544 loss_bbox: 0.2615 2023/06/07 16:54:48 - mmengine - INFO - Epoch(train) [238][100/782] lr: 1.6226e-03 eta: 6:07:52 time: 0.4431 data_time: 0.0024 memory: 2282 loss: 0.4033 loss_cls: 0.1497 loss_bbox: 0.2535 2023/06/07 16:55:10 - mmengine - INFO - Epoch(train) [238][150/782] lr: 1.6201e-03 eta: 6:07:27 time: 0.4444 data_time: 0.0024 memory: 2282 loss: 0.3932 loss_cls: 0.1449 loss_bbox: 0.2484 2023/06/07 16:55:33 - mmengine - INFO - Epoch(train) [238][200/782] lr: 1.6177e-03 eta: 6:07:03 time: 0.4444 data_time: 0.0024 memory: 2282 loss: 0.4199 loss_cls: 0.1577 loss_bbox: 0.2622 2023/06/07 16:55:55 - mmengine - INFO - Epoch(train) [238][250/782] lr: 1.6152e-03 eta: 6:06:42 time: 0.4517 data_time: 0.0024 memory: 2282 loss: 0.4015 loss_cls: 0.1485 loss_bbox: 0.2529 2023/06/07 16:56:18 - mmengine - INFO - Epoch(train) [238][300/782] lr: 1.6128e-03 eta: 6:06:18 time: 0.4457 data_time: 0.0024 memory: 2282 loss: 0.4202 loss_cls: 0.1538 loss_bbox: 0.2664 2023/06/07 16:56:40 - mmengine - INFO - Epoch(train) [238][350/782] lr: 1.6103e-03 eta: 6:05:55 time: 0.4480 data_time: 0.0024 memory: 2282 loss: 0.4230 loss_cls: 0.1555 loss_bbox: 0.2675 2023/06/07 16:57:02 - mmengine - INFO - Epoch(train) [238][400/782] lr: 1.6079e-03 eta: 6:05:30 time: 0.4422 data_time: 0.0024 memory: 2282 loss: 0.4024 loss_cls: 0.1522 loss_bbox: 0.2501 2023/06/07 16:57:24 - mmengine - INFO - Epoch(train) [238][450/782] lr: 1.6054e-03 eta: 6:05:04 time: 0.4417 data_time: 0.0024 memory: 2282 loss: 0.4204 loss_cls: 0.1547 loss_bbox: 0.2657 2023/06/07 16:57:47 - mmengine - INFO - Epoch(train) [238][500/782] lr: 1.6029e-03 eta: 6:04:42 time: 0.4498 data_time: 0.0024 memory: 2282 loss: 0.4092 loss_cls: 0.1485 loss_bbox: 0.2607 2023/06/07 16:58:09 - mmengine - INFO - Epoch(train) [238][550/782] lr: 1.6005e-03 eta: 6:04:20 time: 0.4489 data_time: 0.0025 memory: 2282 loss: 0.4143 loss_cls: 0.1550 loss_bbox: 0.2593 2023/06/07 16:58:31 - mmengine - INFO - Epoch(train) [238][600/782] lr: 1.5980e-03 eta: 6:03:56 time: 0.4440 data_time: 0.0028 memory: 2282 loss: 0.4222 loss_cls: 0.1588 loss_bbox: 0.2634 2023/06/07 16:58:53 - mmengine - INFO - Epoch(train) [238][650/782] lr: 1.5956e-03 eta: 6:03:28 time: 0.4358 data_time: 0.0024 memory: 2282 loss: 0.4164 loss_cls: 0.1576 loss_bbox: 0.2587 2023/06/07 16:59:00 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 16:59:15 - mmengine - INFO - Epoch(train) [238][700/782] lr: 1.5931e-03 eta: 6:03:03 time: 0.4425 data_time: 0.0025 memory: 2282 loss: 0.4041 loss_cls: 0.1468 loss_bbox: 0.2573 2023/06/07 16:59:38 - mmengine - INFO - Epoch(train) [238][750/782] lr: 1.5907e-03 eta: 6:02:39 time: 0.4442 data_time: 0.0025 memory: 2282 loss: 0.4057 loss_cls: 0.1489 loss_bbox: 0.2568 2023/06/07 16:59:50 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:00:14 - mmengine - INFO - Epoch(train) [239][ 50/782] lr: 1.5867e-03 eta: 6:01:59 time: 0.4809 data_time: 0.0220 memory: 2282 loss: 0.4149 loss_cls: 0.1528 loss_bbox: 0.2621 2023/06/07 17:00:36 - mmengine - INFO - Epoch(train) [239][100/782] lr: 1.5842e-03 eta: 6:01:35 time: 0.4441 data_time: 0.0024 memory: 2282 loss: 0.4026 loss_cls: 0.1496 loss_bbox: 0.2530 2023/06/07 17:00:58 - mmengine - INFO - Epoch(train) [239][150/782] lr: 1.5818e-03 eta: 6:01:10 time: 0.4408 data_time: 0.0024 memory: 2282 loss: 0.4098 loss_cls: 0.1493 loss_bbox: 0.2605 2023/06/07 17:01:20 - mmengine - INFO - Epoch(train) [239][200/782] lr: 1.5793e-03 eta: 6:00:44 time: 0.4410 data_time: 0.0033 memory: 2282 loss: 0.4120 loss_cls: 0.1517 loss_bbox: 0.2603 2023/06/07 17:01:43 - mmengine - INFO - Epoch(train) [239][250/782] lr: 1.5769e-03 eta: 6:00:21 time: 0.4458 data_time: 0.0055 memory: 2282 loss: 0.3989 loss_cls: 0.1471 loss_bbox: 0.2517 2023/06/07 17:02:05 - mmengine - INFO - Epoch(train) [239][300/782] lr: 1.5744e-03 eta: 5:59:55 time: 0.4388 data_time: 0.0027 memory: 2282 loss: 0.4192 loss_cls: 0.1590 loss_bbox: 0.2601 2023/06/07 17:02:27 - mmengine - INFO - Epoch(train) [239][350/782] lr: 1.5720e-03 eta: 5:59:30 time: 0.4399 data_time: 0.0026 memory: 2282 loss: 0.4246 loss_cls: 0.1606 loss_bbox: 0.2640 2023/06/07 17:02:49 - mmengine - INFO - Epoch(train) [239][400/782] lr: 1.5695e-03 eta: 5:59:06 time: 0.4438 data_time: 0.0026 memory: 2282 loss: 0.4241 loss_cls: 0.1575 loss_bbox: 0.2665 2023/06/07 17:03:11 - mmengine - INFO - Epoch(train) [239][450/782] lr: 1.5671e-03 eta: 5:58:41 time: 0.4417 data_time: 0.0029 memory: 2282 loss: 0.3977 loss_cls: 0.1498 loss_bbox: 0.2479 2023/06/07 17:03:33 - mmengine - INFO - Epoch(train) [239][500/782] lr: 1.5646e-03 eta: 5:58:18 time: 0.4467 data_time: 0.0026 memory: 2282 loss: 0.3995 loss_cls: 0.1495 loss_bbox: 0.2500 2023/06/07 17:03:56 - mmengine - INFO - Epoch(train) [239][550/782] lr: 1.5622e-03 eta: 5:57:55 time: 0.4451 data_time: 0.0027 memory: 2282 loss: 0.4117 loss_cls: 0.1548 loss_bbox: 0.2569 2023/06/07 17:04:17 - mmengine - INFO - Epoch(train) [239][600/782] lr: 1.5598e-03 eta: 5:57:28 time: 0.4369 data_time: 0.0026 memory: 2282 loss: 0.4078 loss_cls: 0.1479 loss_bbox: 0.2599 2023/06/07 17:04:39 - mmengine - INFO - Epoch(train) [239][650/782] lr: 1.5573e-03 eta: 5:57:03 time: 0.4402 data_time: 0.0026 memory: 2282 loss: 0.4182 loss_cls: 0.1574 loss_bbox: 0.2608 2023/06/07 17:05:02 - mmengine - INFO - Epoch(train) [239][700/782] lr: 1.5549e-03 eta: 5:56:39 time: 0.4423 data_time: 0.0025 memory: 2282 loss: 0.3945 loss_cls: 0.1452 loss_bbox: 0.2493 2023/06/07 17:05:23 - mmengine - INFO - Epoch(train) [239][750/782] lr: 1.5524e-03 eta: 5:56:14 time: 0.4390 data_time: 0.0025 memory: 2282 loss: 0.4077 loss_cls: 0.1533 loss_bbox: 0.2544 2023/06/07 17:05:36 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:06:00 - mmengine - INFO - Epoch(train) [240][ 50/782] lr: 1.5485e-03 eta: 5:55:34 time: 0.4764 data_time: 0.0214 memory: 2282 loss: 0.4092 loss_cls: 0.1513 loss_bbox: 0.2579 2023/06/07 17:06:22 - mmengine - INFO - Epoch(train) [240][100/782] lr: 1.5460e-03 eta: 5:55:08 time: 0.4357 data_time: 0.0024 memory: 2282 loss: 0.4124 loss_cls: 0.1521 loss_bbox: 0.2603 2023/06/07 17:06:22 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:06:44 - mmengine - INFO - Epoch(train) [240][150/782] lr: 1.5436e-03 eta: 5:54:44 time: 0.4436 data_time: 0.0025 memory: 2282 loss: 0.4078 loss_cls: 0.1533 loss_bbox: 0.2545 2023/06/07 17:07:06 - mmengine - INFO - Epoch(train) [240][200/782] lr: 1.5412e-03 eta: 5:54:20 time: 0.4419 data_time: 0.0024 memory: 2282 loss: 0.4207 loss_cls: 0.1583 loss_bbox: 0.2624 2023/06/07 17:07:28 - mmengine - INFO - Epoch(train) [240][250/782] lr: 1.5387e-03 eta: 5:53:55 time: 0.4403 data_time: 0.0025 memory: 2282 loss: 0.4040 loss_cls: 0.1466 loss_bbox: 0.2574 2023/06/07 17:07:50 - mmengine - INFO - Epoch(train) [240][300/782] lr: 1.5363e-03 eta: 5:53:30 time: 0.4393 data_time: 0.0024 memory: 2282 loss: 0.3999 loss_cls: 0.1465 loss_bbox: 0.2534 2023/06/07 17:08:12 - mmengine - INFO - Epoch(train) [240][350/782] lr: 1.5339e-03 eta: 5:53:04 time: 0.4355 data_time: 0.0024 memory: 2282 loss: 0.3964 loss_cls: 0.1465 loss_bbox: 0.2499 2023/06/07 17:08:34 - mmengine - INFO - Epoch(train) [240][400/782] lr: 1.5314e-03 eta: 5:52:39 time: 0.4408 data_time: 0.0024 memory: 2282 loss: 0.4072 loss_cls: 0.1515 loss_bbox: 0.2557 2023/06/07 17:08:56 - mmengine - INFO - Epoch(train) [240][450/782] lr: 1.5290e-03 eta: 5:52:16 time: 0.4438 data_time: 0.0025 memory: 2282 loss: 0.4072 loss_cls: 0.1489 loss_bbox: 0.2583 2023/06/07 17:09:18 - mmengine - INFO - Epoch(train) [240][500/782] lr: 1.5266e-03 eta: 5:51:53 time: 0.4451 data_time: 0.0025 memory: 2282 loss: 0.4128 loss_cls: 0.1528 loss_bbox: 0.2600 2023/06/07 17:09:40 - mmengine - INFO - Epoch(train) [240][550/782] lr: 1.5242e-03 eta: 5:51:28 time: 0.4399 data_time: 0.0024 memory: 2282 loss: 0.4130 loss_cls: 0.1529 loss_bbox: 0.2601 2023/06/07 17:10:03 - mmengine - INFO - Epoch(train) [240][600/782] lr: 1.5217e-03 eta: 5:51:06 time: 0.4469 data_time: 0.0024 memory: 2282 loss: 0.4059 loss_cls: 0.1518 loss_bbox: 0.2541 2023/06/07 17:10:25 - mmengine - INFO - Epoch(train) [240][650/782] lr: 1.5193e-03 eta: 5:50:45 time: 0.4518 data_time: 0.0026 memory: 2282 loss: 0.4011 loss_cls: 0.1449 loss_bbox: 0.2562 2023/06/07 17:10:47 - mmengine - INFO - Epoch(train) [240][700/782] lr: 1.5169e-03 eta: 5:50:21 time: 0.4417 data_time: 0.0024 memory: 2282 loss: 0.3978 loss_cls: 0.1468 loss_bbox: 0.2510 2023/06/07 17:11:09 - mmengine - INFO - Epoch(train) [240][750/782] lr: 1.5145e-03 eta: 5:49:56 time: 0.4404 data_time: 0.0024 memory: 2282 loss: 0.4065 loss_cls: 0.1513 loss_bbox: 0.2552 2023/06/07 17:11:21 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:11:21 - mmengine - INFO - Saving checkpoint at 240 epochs 2023/06/07 17:11:34 - mmengine - INFO - Evaluating bbox... 2023/06/07 17:11:35 - mmengine - INFO - bbox_mAP_copypaste: 0.776 0.985 0.887 0.446 0.643 0.798 2023/06/07 17:11:35 - mmengine - INFO - Epoch(val) [240][43/43] coco/bbox_mAP: 0.7760 coco/bbox_mAP_50: 0.9850 coco/bbox_mAP_75: 0.8870 coco/bbox_mAP_s: 0.4460 coco/bbox_mAP_m: 0.6430 coco/bbox_mAP_l: 0.7980 data_time: 0.1068 time: 0.1333 2023/06/07 17:11:59 - mmengine - INFO - Epoch(train) [241][ 50/782] lr: 1.5105e-03 eta: 5:49:15 time: 0.4776 data_time: 0.0168 memory: 2282 loss: 0.4083 loss_cls: 0.1502 loss_bbox: 0.2581 2023/06/07 17:12:22 - mmengine - INFO - Epoch(train) [241][100/782] lr: 1.5081e-03 eta: 5:48:53 time: 0.4464 data_time: 0.0024 memory: 2282 loss: 0.4136 loss_cls: 0.1527 loss_bbox: 0.2608 2023/06/07 17:12:44 - mmengine - INFO - Epoch(train) [241][150/782] lr: 1.5057e-03 eta: 5:48:30 time: 0.4458 data_time: 0.0025 memory: 2282 loss: 0.4126 loss_cls: 0.1576 loss_bbox: 0.2550 2023/06/07 17:13:06 - mmengine - INFO - Epoch(train) [241][200/782] lr: 1.5032e-03 eta: 5:48:07 time: 0.4458 data_time: 0.0024 memory: 2282 loss: 0.4096 loss_cls: 0.1531 loss_bbox: 0.2565 2023/06/07 17:13:29 - mmengine - INFO - Epoch(train) [241][250/782] lr: 1.5008e-03 eta: 5:47:45 time: 0.4477 data_time: 0.0025 memory: 2282 loss: 0.4112 loss_cls: 0.1508 loss_bbox: 0.2604 2023/06/07 17:13:51 - mmengine - INFO - Epoch(train) [241][300/782] lr: 1.4984e-03 eta: 5:47:23 time: 0.4489 data_time: 0.0025 memory: 2282 loss: 0.3980 loss_cls: 0.1466 loss_bbox: 0.2513 2023/06/07 17:14:00 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:14:13 - mmengine - INFO - Epoch(train) [241][350/782] lr: 1.4960e-03 eta: 5:47:00 time: 0.4446 data_time: 0.0025 memory: 2282 loss: 0.4040 loss_cls: 0.1506 loss_bbox: 0.2533 2023/06/07 17:14:36 - mmengine - INFO - Epoch(train) [241][400/782] lr: 1.4936e-03 eta: 5:46:38 time: 0.4485 data_time: 0.0028 memory: 2282 loss: 0.4023 loss_cls: 0.1492 loss_bbox: 0.2531 2023/06/07 17:14:58 - mmengine - INFO - Epoch(train) [241][450/782] lr: 1.4912e-03 eta: 5:46:16 time: 0.4475 data_time: 0.0025 memory: 2282 loss: 0.3971 loss_cls: 0.1435 loss_bbox: 0.2536 2023/06/07 17:15:20 - mmengine - INFO - Epoch(train) [241][500/782] lr: 1.4888e-03 eta: 5:45:53 time: 0.4428 data_time: 0.0025 memory: 2282 loss: 0.3980 loss_cls: 0.1469 loss_bbox: 0.2511 2023/06/07 17:15:43 - mmengine - INFO - Epoch(train) [241][550/782] lr: 1.4864e-03 eta: 5:45:30 time: 0.4462 data_time: 0.0025 memory: 2282 loss: 0.4140 loss_cls: 0.1546 loss_bbox: 0.2593 2023/06/07 17:16:05 - mmengine - INFO - Epoch(train) [241][600/782] lr: 1.4840e-03 eta: 5:45:07 time: 0.4435 data_time: 0.0025 memory: 2282 loss: 0.4103 loss_cls: 0.1553 loss_bbox: 0.2550 2023/06/07 17:16:27 - mmengine - INFO - Epoch(train) [241][650/782] lr: 1.4815e-03 eta: 5:44:43 time: 0.4419 data_time: 0.0024 memory: 2282 loss: 0.4098 loss_cls: 0.1553 loss_bbox: 0.2546 2023/06/07 17:16:50 - mmengine - INFO - Epoch(train) [241][700/782] lr: 1.4791e-03 eta: 5:44:21 time: 0.4498 data_time: 0.0025 memory: 2282 loss: 0.4061 loss_cls: 0.1522 loss_bbox: 0.2538 2023/06/07 17:17:12 - mmengine - INFO - Epoch(train) [241][750/782] lr: 1.4767e-03 eta: 5:43:59 time: 0.4482 data_time: 0.0026 memory: 2282 loss: 0.4152 loss_cls: 0.1568 loss_bbox: 0.2583 2023/06/07 17:17:24 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:17:48 - mmengine - INFO - Epoch(train) [242][ 50/782] lr: 1.4728e-03 eta: 5:43:21 time: 0.4837 data_time: 0.0192 memory: 2282 loss: 0.4036 loss_cls: 0.1478 loss_bbox: 0.2557 2023/06/07 17:18:11 - mmengine - INFO - Epoch(train) [242][100/782] lr: 1.4704e-03 eta: 5:42:59 time: 0.4465 data_time: 0.0024 memory: 2282 loss: 0.4088 loss_cls: 0.1534 loss_bbox: 0.2553 2023/06/07 17:18:33 - mmengine - INFO - Epoch(train) [242][150/782] lr: 1.4680e-03 eta: 5:42:35 time: 0.4418 data_time: 0.0024 memory: 2282 loss: 0.4002 loss_cls: 0.1472 loss_bbox: 0.2531 2023/06/07 17:18:55 - mmengine - INFO - Epoch(train) [242][200/782] lr: 1.4656e-03 eta: 5:42:13 time: 0.4477 data_time: 0.0024 memory: 2282 loss: 0.4134 loss_cls: 0.1546 loss_bbox: 0.2588 2023/06/07 17:19:17 - mmengine - INFO - Epoch(train) [242][250/782] lr: 1.4632e-03 eta: 5:41:49 time: 0.4433 data_time: 0.0024 memory: 2282 loss: 0.4018 loss_cls: 0.1459 loss_bbox: 0.2559 2023/06/07 17:19:40 - mmengine - INFO - Epoch(train) [242][300/782] lr: 1.4608e-03 eta: 5:41:26 time: 0.4428 data_time: 0.0024 memory: 2282 loss: 0.3946 loss_cls: 0.1462 loss_bbox: 0.2484 2023/06/07 17:20:02 - mmengine - INFO - Epoch(train) [242][350/782] lr: 1.4584e-03 eta: 5:41:03 time: 0.4434 data_time: 0.0023 memory: 2282 loss: 0.4023 loss_cls: 0.1497 loss_bbox: 0.2526 2023/06/07 17:20:24 - mmengine - INFO - Epoch(train) [242][400/782] lr: 1.4560e-03 eta: 5:40:38 time: 0.4387 data_time: 0.0023 memory: 2282 loss: 0.4131 loss_cls: 0.1556 loss_bbox: 0.2575 2023/06/07 17:20:46 - mmengine - INFO - Epoch(train) [242][450/782] lr: 1.4536e-03 eta: 5:40:15 time: 0.4427 data_time: 0.0023 memory: 2282 loss: 0.4169 loss_cls: 0.1580 loss_bbox: 0.2589 2023/06/07 17:21:08 - mmengine - INFO - Epoch(train) [242][500/782] lr: 1.4512e-03 eta: 5:39:53 time: 0.4474 data_time: 0.0024 memory: 2282 loss: 0.3973 loss_cls: 0.1440 loss_bbox: 0.2533 2023/06/07 17:21:25 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:21:31 - mmengine - INFO - Epoch(train) [242][550/782] lr: 1.4488e-03 eta: 5:39:30 time: 0.4471 data_time: 0.0025 memory: 2282 loss: 0.4191 loss_cls: 0.1579 loss_bbox: 0.2613 2023/06/07 17:21:53 - mmengine - INFO - Epoch(train) [242][600/782] lr: 1.4464e-03 eta: 5:39:08 time: 0.4481 data_time: 0.0023 memory: 2282 loss: 0.4069 loss_cls: 0.1484 loss_bbox: 0.2585 2023/06/07 17:22:15 - mmengine - INFO - Epoch(train) [242][650/782] lr: 1.4441e-03 eta: 5:38:46 time: 0.4461 data_time: 0.0024 memory: 2282 loss: 0.4068 loss_cls: 0.1511 loss_bbox: 0.2557 2023/06/07 17:22:38 - mmengine - INFO - Epoch(train) [242][700/782] lr: 1.4417e-03 eta: 5:38:24 time: 0.4501 data_time: 0.0023 memory: 2282 loss: 0.4109 loss_cls: 0.1509 loss_bbox: 0.2599 2023/06/07 17:23:00 - mmengine - INFO - Epoch(train) [242][750/782] lr: 1.4393e-03 eta: 5:38:02 time: 0.4459 data_time: 0.0023 memory: 2282 loss: 0.4093 loss_cls: 0.1521 loss_bbox: 0.2572 2023/06/07 17:23:12 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:23:36 - mmengine - INFO - Epoch(train) [243][ 50/782] lr: 1.4354e-03 eta: 5:37:22 time: 0.4762 data_time: 0.0304 memory: 2282 loss: 0.3926 loss_cls: 0.1426 loss_bbox: 0.2500 2023/06/07 17:23:59 - mmengine - INFO - Epoch(train) [243][100/782] lr: 1.4330e-03 eta: 5:37:00 time: 0.4468 data_time: 0.0024 memory: 2282 loss: 0.4013 loss_cls: 0.1474 loss_bbox: 0.2540 2023/06/07 17:24:21 - mmengine - INFO - Epoch(train) [243][150/782] lr: 1.4306e-03 eta: 5:36:38 time: 0.4468 data_time: 0.0024 memory: 2282 loss: 0.3966 loss_cls: 0.1477 loss_bbox: 0.2489 2023/06/07 17:24:43 - mmengine - INFO - Epoch(train) [243][200/782] lr: 1.4282e-03 eta: 5:36:15 time: 0.4450 data_time: 0.0023 memory: 2282 loss: 0.4163 loss_cls: 0.1532 loss_bbox: 0.2632 2023/06/07 17:25:06 - mmengine - INFO - Epoch(train) [243][250/782] lr: 1.4259e-03 eta: 5:35:52 time: 0.4468 data_time: 0.0024 memory: 2282 loss: 0.4099 loss_cls: 0.1527 loss_bbox: 0.2572 2023/06/07 17:25:28 - mmengine - INFO - Epoch(train) [243][300/782] lr: 1.4235e-03 eta: 5:35:28 time: 0.4400 data_time: 0.0023 memory: 2282 loss: 0.4020 loss_cls: 0.1469 loss_bbox: 0.2552 2023/06/07 17:25:50 - mmengine - INFO - Epoch(train) [243][350/782] lr: 1.4211e-03 eta: 5:35:06 time: 0.4454 data_time: 0.0024 memory: 2282 loss: 0.4021 loss_cls: 0.1470 loss_bbox: 0.2551 2023/06/07 17:26:12 - mmengine - INFO - Epoch(train) [243][400/782] lr: 1.4187e-03 eta: 5:34:43 time: 0.4465 data_time: 0.0024 memory: 2282 loss: 0.4070 loss_cls: 0.1475 loss_bbox: 0.2594 2023/06/07 17:26:34 - mmengine - INFO - Epoch(train) [243][450/782] lr: 1.4163e-03 eta: 5:34:20 time: 0.4424 data_time: 0.0025 memory: 2282 loss: 0.4085 loss_cls: 0.1506 loss_bbox: 0.2579 2023/06/07 17:26:57 - mmengine - INFO - Epoch(train) [243][500/782] lr: 1.4140e-03 eta: 5:33:57 time: 0.4450 data_time: 0.0024 memory: 2282 loss: 0.3955 loss_cls: 0.1446 loss_bbox: 0.2510 2023/06/07 17:27:19 - mmengine - INFO - Epoch(train) [243][550/782] lr: 1.4116e-03 eta: 5:33:34 time: 0.4432 data_time: 0.0023 memory: 2282 loss: 0.4235 loss_cls: 0.1571 loss_bbox: 0.2664 2023/06/07 17:27:41 - mmengine - INFO - Epoch(train) [243][600/782] lr: 1.4092e-03 eta: 5:33:11 time: 0.4417 data_time: 0.0024 memory: 2282 loss: 0.4094 loss_cls: 0.1505 loss_bbox: 0.2589 2023/06/07 17:28:03 - mmengine - INFO - Epoch(train) [243][650/782] lr: 1.4069e-03 eta: 5:32:48 time: 0.4447 data_time: 0.0023 memory: 2282 loss: 0.4120 loss_cls: 0.1534 loss_bbox: 0.2587 2023/06/07 17:28:25 - mmengine - INFO - Epoch(train) [243][700/782] lr: 1.4045e-03 eta: 5:32:25 time: 0.4449 data_time: 0.0024 memory: 2282 loss: 0.4010 loss_cls: 0.1468 loss_bbox: 0.2542 2023/06/07 17:28:48 - mmengine - INFO - Epoch(train) [243][750/782] lr: 1.4021e-03 eta: 5:32:02 time: 0.4417 data_time: 0.0024 memory: 2282 loss: 0.4005 loss_cls: 0.1475 loss_bbox: 0.2530 2023/06/07 17:28:50 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:29:00 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:29:24 - mmengine - INFO - Epoch(train) [244][ 50/782] lr: 1.3982e-03 eta: 5:31:25 time: 0.4840 data_time: 0.0150 memory: 2282 loss: 0.3825 loss_cls: 0.1393 loss_bbox: 0.2433 2023/06/07 17:29:47 - mmengine - INFO - Epoch(train) [244][100/782] lr: 1.3959e-03 eta: 5:31:03 time: 0.4510 data_time: 0.0027 memory: 2282 loss: 0.4060 loss_cls: 0.1479 loss_bbox: 0.2581 2023/06/07 17:30:09 - mmengine - INFO - Epoch(train) [244][150/782] lr: 1.3935e-03 eta: 5:30:40 time: 0.4409 data_time: 0.0025 memory: 2282 loss: 0.4158 loss_cls: 0.1532 loss_bbox: 0.2626 2023/06/07 17:30:32 - mmengine - INFO - Epoch(train) [244][200/782] lr: 1.3912e-03 eta: 5:30:21 time: 0.4639 data_time: 0.0025 memory: 2282 loss: 0.4174 loss_cls: 0.1582 loss_bbox: 0.2592 2023/06/07 17:30:54 - mmengine - INFO - Epoch(train) [244][250/782] lr: 1.3888e-03 eta: 5:29:59 time: 0.4487 data_time: 0.0025 memory: 2282 loss: 0.4271 loss_cls: 0.1540 loss_bbox: 0.2731 2023/06/07 17:31:17 - mmengine - INFO - Epoch(train) [244][300/782] lr: 1.3864e-03 eta: 5:29:36 time: 0.4430 data_time: 0.0025 memory: 2282 loss: 0.4077 loss_cls: 0.1492 loss_bbox: 0.2585 2023/06/07 17:31:39 - mmengine - INFO - Epoch(train) [244][350/782] lr: 1.3841e-03 eta: 5:29:13 time: 0.4423 data_time: 0.0025 memory: 2282 loss: 0.4066 loss_cls: 0.1495 loss_bbox: 0.2571 2023/06/07 17:32:01 - mmengine - INFO - Epoch(train) [244][400/782] lr: 1.3817e-03 eta: 5:28:50 time: 0.4441 data_time: 0.0025 memory: 2282 loss: 0.4053 loss_cls: 0.1506 loss_bbox: 0.2547 2023/06/07 17:32:23 - mmengine - INFO - Epoch(train) [244][450/782] lr: 1.3794e-03 eta: 5:28:26 time: 0.4374 data_time: 0.0026 memory: 2282 loss: 0.4062 loss_cls: 0.1518 loss_bbox: 0.2544 2023/06/07 17:32:45 - mmengine - INFO - Epoch(train) [244][500/782] lr: 1.3770e-03 eta: 5:28:02 time: 0.4400 data_time: 0.0024 memory: 2282 loss: 0.4082 loss_cls: 0.1518 loss_bbox: 0.2564 2023/06/07 17:33:07 - mmengine - INFO - Epoch(train) [244][550/782] lr: 1.3747e-03 eta: 5:27:38 time: 0.4384 data_time: 0.0025 memory: 2282 loss: 0.3969 loss_cls: 0.1455 loss_bbox: 0.2514 2023/06/07 17:33:29 - mmengine - INFO - Epoch(train) [244][600/782] lr: 1.3723e-03 eta: 5:27:14 time: 0.4386 data_time: 0.0025 memory: 2282 loss: 0.4122 loss_cls: 0.1524 loss_bbox: 0.2598 2023/06/07 17:33:51 - mmengine - INFO - Epoch(train) [244][650/782] lr: 1.3700e-03 eta: 5:26:51 time: 0.4441 data_time: 0.0025 memory: 2282 loss: 0.4053 loss_cls: 0.1509 loss_bbox: 0.2544 2023/06/07 17:34:13 - mmengine - INFO - Epoch(train) [244][700/782] lr: 1.3676e-03 eta: 5:26:27 time: 0.4341 data_time: 0.0024 memory: 2282 loss: 0.4077 loss_cls: 0.1512 loss_bbox: 0.2565 2023/06/07 17:34:35 - mmengine - INFO - Epoch(train) [244][750/782] lr: 1.3653e-03 eta: 5:26:04 time: 0.4456 data_time: 0.0026 memory: 2282 loss: 0.4006 loss_cls: 0.1482 loss_bbox: 0.2524 2023/06/07 17:34:48 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:35:15 - mmengine - INFO - Epoch(train) [245][ 50/782] lr: 1.3614e-03 eta: 5:25:42 time: 0.5389 data_time: 0.0636 memory: 2282 loss: 0.3971 loss_cls: 0.1469 loss_bbox: 0.2502 2023/06/07 17:35:38 - mmengine - INFO - Epoch(train) [245][100/782] lr: 1.3591e-03 eta: 5:25:20 time: 0.4497 data_time: 0.0026 memory: 2282 loss: 0.3986 loss_cls: 0.1461 loss_bbox: 0.2525 2023/06/07 17:36:00 - mmengine - INFO - Epoch(train) [245][150/782] lr: 1.3567e-03 eta: 5:24:58 time: 0.4506 data_time: 0.0025 memory: 2282 loss: 0.3960 loss_cls: 0.1440 loss_bbox: 0.2520 2023/06/07 17:36:19 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:36:23 - mmengine - INFO - Epoch(train) [245][200/782] lr: 1.3544e-03 eta: 5:24:36 time: 0.4490 data_time: 0.0025 memory: 2282 loss: 0.4033 loss_cls: 0.1475 loss_bbox: 0.2558 2023/06/07 17:36:46 - mmengine - INFO - Epoch(train) [245][250/782] lr: 1.3521e-03 eta: 5:24:16 time: 0.4551 data_time: 0.0025 memory: 2282 loss: 0.4154 loss_cls: 0.1553 loss_bbox: 0.2601 2023/06/07 17:37:08 - mmengine - INFO - Epoch(train) [245][300/782] lr: 1.3497e-03 eta: 5:23:54 time: 0.4489 data_time: 0.0025 memory: 2282 loss: 0.3958 loss_cls: 0.1458 loss_bbox: 0.2500 2023/06/07 17:37:31 - mmengine - INFO - Epoch(train) [245][350/782] lr: 1.3474e-03 eta: 5:23:33 time: 0.4562 data_time: 0.0025 memory: 2282 loss: 0.4176 loss_cls: 0.1615 loss_bbox: 0.2561 2023/06/07 17:37:54 - mmengine - INFO - Epoch(train) [245][400/782] lr: 1.3450e-03 eta: 5:23:13 time: 0.4586 data_time: 0.0026 memory: 2282 loss: 0.4055 loss_cls: 0.1489 loss_bbox: 0.2565 2023/06/07 17:38:16 - mmengine - INFO - Epoch(train) [245][450/782] lr: 1.3427e-03 eta: 5:22:49 time: 0.4376 data_time: 0.0027 memory: 2282 loss: 0.3952 loss_cls: 0.1459 loss_bbox: 0.2493 2023/06/07 17:38:38 - mmengine - INFO - Epoch(train) [245][500/782] lr: 1.3404e-03 eta: 5:22:25 time: 0.4405 data_time: 0.0025 memory: 2282 loss: 0.4103 loss_cls: 0.1542 loss_bbox: 0.2561 2023/06/07 17:39:00 - mmengine - INFO - Epoch(train) [245][550/782] lr: 1.3380e-03 eta: 5:22:03 time: 0.4458 data_time: 0.0024 memory: 2282 loss: 0.4034 loss_cls: 0.1478 loss_bbox: 0.2556 2023/06/07 17:39:22 - mmengine - INFO - Epoch(train) [245][600/782] lr: 1.3357e-03 eta: 5:21:38 time: 0.4357 data_time: 0.0024 memory: 2282 loss: 0.4159 loss_cls: 0.1543 loss_bbox: 0.2616 2023/06/07 17:39:44 - mmengine - INFO - Epoch(train) [245][650/782] lr: 1.3334e-03 eta: 5:21:15 time: 0.4410 data_time: 0.0024 memory: 2282 loss: 0.4030 loss_cls: 0.1487 loss_bbox: 0.2543 2023/06/07 17:40:06 - mmengine - INFO - Epoch(train) [245][700/782] lr: 1.3311e-03 eta: 5:20:51 time: 0.4395 data_time: 0.0025 memory: 2282 loss: 0.4117 loss_cls: 0.1528 loss_bbox: 0.2589 2023/06/07 17:40:28 - mmengine - INFO - Epoch(train) [245][750/782] lr: 1.3287e-03 eta: 5:20:28 time: 0.4396 data_time: 0.0024 memory: 2282 loss: 0.3983 loss_cls: 0.1465 loss_bbox: 0.2518 2023/06/07 17:40:40 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:41:04 - mmengine - INFO - Epoch(train) [246][ 50/782] lr: 1.3249e-03 eta: 5:19:50 time: 0.4795 data_time: 0.0178 memory: 2282 loss: 0.4172 loss_cls: 0.1561 loss_bbox: 0.2611 2023/06/07 17:41:27 - mmengine - INFO - Epoch(train) [246][100/782] lr: 1.3226e-03 eta: 5:19:27 time: 0.4443 data_time: 0.0024 memory: 2282 loss: 0.4031 loss_cls: 0.1507 loss_bbox: 0.2524 2023/06/07 17:41:49 - mmengine - INFO - Epoch(train) [246][150/782] lr: 1.3203e-03 eta: 5:19:04 time: 0.4421 data_time: 0.0024 memory: 2282 loss: 0.3970 loss_cls: 0.1474 loss_bbox: 0.2496 2023/06/07 17:42:11 - mmengine - INFO - Epoch(train) [246][200/782] lr: 1.3180e-03 eta: 5:18:41 time: 0.4395 data_time: 0.0024 memory: 2282 loss: 0.4080 loss_cls: 0.1482 loss_bbox: 0.2598 2023/06/07 17:42:33 - mmengine - INFO - Epoch(train) [246][250/782] lr: 1.3156e-03 eta: 5:18:18 time: 0.4419 data_time: 0.0024 memory: 2282 loss: 0.4108 loss_cls: 0.1538 loss_bbox: 0.2570 2023/06/07 17:42:55 - mmengine - INFO - Epoch(train) [246][300/782] lr: 1.3133e-03 eta: 5:17:56 time: 0.4486 data_time: 0.0024 memory: 2282 loss: 0.4077 loss_cls: 0.1511 loss_bbox: 0.2566 2023/06/07 17:43:18 - mmengine - INFO - Epoch(train) [246][350/782] lr: 1.3110e-03 eta: 5:17:34 time: 0.4493 data_time: 0.0023 memory: 2282 loss: 0.4225 loss_cls: 0.1580 loss_bbox: 0.2646 2023/06/07 17:43:40 - mmengine - INFO - Epoch(train) [246][400/782] lr: 1.3087e-03 eta: 5:17:11 time: 0.4448 data_time: 0.0023 memory: 2282 loss: 0.4155 loss_cls: 0.1563 loss_bbox: 0.2592 2023/06/07 17:43:45 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:44:02 - mmengine - INFO - Epoch(train) [246][450/782] lr: 1.3064e-03 eta: 5:16:48 time: 0.4437 data_time: 0.0027 memory: 2282 loss: 0.4146 loss_cls: 0.1538 loss_bbox: 0.2608 2023/06/07 17:44:24 - mmengine - INFO - Epoch(train) [246][500/782] lr: 1.3041e-03 eta: 5:16:25 time: 0.4417 data_time: 0.0023 memory: 2282 loss: 0.3939 loss_cls: 0.1433 loss_bbox: 0.2506 2023/06/07 17:44:47 - mmengine - INFO - Epoch(train) [246][550/782] lr: 1.3018e-03 eta: 5:16:03 time: 0.4498 data_time: 0.0025 memory: 2282 loss: 0.4070 loss_cls: 0.1528 loss_bbox: 0.2542 2023/06/07 17:45:09 - mmengine - INFO - Epoch(train) [246][600/782] lr: 1.2995e-03 eta: 5:15:40 time: 0.4411 data_time: 0.0024 memory: 2282 loss: 0.3962 loss_cls: 0.1454 loss_bbox: 0.2508 2023/06/07 17:45:31 - mmengine - INFO - Epoch(train) [246][650/782] lr: 1.2971e-03 eta: 5:15:16 time: 0.4377 data_time: 0.0032 memory: 2282 loss: 0.4018 loss_cls: 0.1448 loss_bbox: 0.2570 2023/06/07 17:45:53 - mmengine - INFO - Epoch(train) [246][700/782] lr: 1.2948e-03 eta: 5:14:54 time: 0.4497 data_time: 0.0024 memory: 2282 loss: 0.3997 loss_cls: 0.1466 loss_bbox: 0.2532 2023/06/07 17:46:15 - mmengine - INFO - Epoch(train) [246][750/782] lr: 1.2925e-03 eta: 5:14:31 time: 0.4383 data_time: 0.0026 memory: 2282 loss: 0.4210 loss_cls: 0.1547 loss_bbox: 0.2664 2023/06/07 17:46:27 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:46:51 - mmengine - INFO - Epoch(train) [247][ 50/782] lr: 1.2888e-03 eta: 5:13:52 time: 0.4800 data_time: 0.0158 memory: 2282 loss: 0.4092 loss_cls: 0.1488 loss_bbox: 0.2604 2023/06/07 17:47:14 - mmengine - INFO - Epoch(train) [247][100/782] lr: 1.2865e-03 eta: 5:13:30 time: 0.4458 data_time: 0.0027 memory: 2282 loss: 0.3972 loss_cls: 0.1450 loss_bbox: 0.2522 2023/06/07 17:47:36 - mmengine - INFO - Epoch(train) [247][150/782] lr: 1.2842e-03 eta: 5:13:08 time: 0.4467 data_time: 0.0027 memory: 2282 loss: 0.3931 loss_cls: 0.1412 loss_bbox: 0.2520 2023/06/07 17:47:58 - mmengine - INFO - Epoch(train) [247][200/782] lr: 1.2819e-03 eta: 5:12:45 time: 0.4443 data_time: 0.0026 memory: 2282 loss: 0.3998 loss_cls: 0.1441 loss_bbox: 0.2556 2023/06/07 17:48:21 - mmengine - INFO - Epoch(train) [247][250/782] lr: 1.2796e-03 eta: 5:12:23 time: 0.4478 data_time: 0.0026 memory: 2282 loss: 0.3945 loss_cls: 0.1463 loss_bbox: 0.2482 2023/06/07 17:48:43 - mmengine - INFO - Epoch(train) [247][300/782] lr: 1.2773e-03 eta: 5:12:00 time: 0.4466 data_time: 0.0025 memory: 2282 loss: 0.3953 loss_cls: 0.1461 loss_bbox: 0.2492 2023/06/07 17:49:05 - mmengine - INFO - Epoch(train) [247][350/782] lr: 1.2750e-03 eta: 5:11:38 time: 0.4456 data_time: 0.0026 memory: 2282 loss: 0.4067 loss_cls: 0.1498 loss_bbox: 0.2569 2023/06/07 17:49:28 - mmengine - INFO - Epoch(train) [247][400/782] lr: 1.2727e-03 eta: 5:11:16 time: 0.4462 data_time: 0.0025 memory: 2282 loss: 0.4015 loss_cls: 0.1453 loss_bbox: 0.2563 2023/06/07 17:49:50 - mmengine - INFO - Epoch(train) [247][450/782] lr: 1.2704e-03 eta: 5:10:54 time: 0.4485 data_time: 0.0026 memory: 2282 loss: 0.4149 loss_cls: 0.1536 loss_bbox: 0.2613 2023/06/07 17:50:12 - mmengine - INFO - Epoch(train) [247][500/782] lr: 1.2681e-03 eta: 5:10:30 time: 0.4401 data_time: 0.0026 memory: 2282 loss: 0.4102 loss_cls: 0.1508 loss_bbox: 0.2594 2023/06/07 17:50:34 - mmengine - INFO - Epoch(train) [247][550/782] lr: 1.2658e-03 eta: 5:10:08 time: 0.4455 data_time: 0.0026 memory: 2282 loss: 0.4076 loss_cls: 0.1508 loss_bbox: 0.2567 2023/06/07 17:50:57 - mmengine - INFO - Epoch(train) [247][600/782] lr: 1.2635e-03 eta: 5:09:46 time: 0.4498 data_time: 0.0026 memory: 2282 loss: 0.4040 loss_cls: 0.1480 loss_bbox: 0.2560 2023/06/07 17:51:10 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:51:20 - mmengine - INFO - Epoch(train) [247][650/782] lr: 1.2613e-03 eta: 5:09:24 time: 0.4510 data_time: 0.0026 memory: 2282 loss: 0.4087 loss_cls: 0.1527 loss_bbox: 0.2559 2023/06/07 17:51:42 - mmengine - INFO - Epoch(train) [247][700/782] lr: 1.2590e-03 eta: 5:09:03 time: 0.4559 data_time: 0.0026 memory: 2282 loss: 0.3980 loss_cls: 0.1483 loss_bbox: 0.2497 2023/06/07 17:52:05 - mmengine - INFO - Epoch(train) [247][750/782] lr: 1.2567e-03 eta: 5:08:41 time: 0.4451 data_time: 0.0026 memory: 2282 loss: 0.4073 loss_cls: 0.1486 loss_bbox: 0.2587 2023/06/07 17:52:17 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:52:41 - mmengine - INFO - Epoch(train) [248][ 50/782] lr: 1.2530e-03 eta: 5:08:03 time: 0.4775 data_time: 0.0172 memory: 2282 loss: 0.4136 loss_cls: 0.1498 loss_bbox: 0.2637 2023/06/07 17:53:03 - mmengine - INFO - Epoch(train) [248][100/782] lr: 1.2507e-03 eta: 5:07:40 time: 0.4441 data_time: 0.0026 memory: 2282 loss: 0.4225 loss_cls: 0.1564 loss_bbox: 0.2661 2023/06/07 17:53:25 - mmengine - INFO - Epoch(train) [248][150/782] lr: 1.2484e-03 eta: 5:07:17 time: 0.4455 data_time: 0.0025 memory: 2282 loss: 0.3878 loss_cls: 0.1433 loss_bbox: 0.2445 2023/06/07 17:53:48 - mmengine - INFO - Epoch(train) [248][200/782] lr: 1.2461e-03 eta: 5:06:55 time: 0.4485 data_time: 0.0025 memory: 2282 loss: 0.4048 loss_cls: 0.1483 loss_bbox: 0.2564 2023/06/07 17:54:10 - mmengine - INFO - Epoch(train) [248][250/782] lr: 1.2439e-03 eta: 5:06:33 time: 0.4465 data_time: 0.0026 memory: 2282 loss: 0.3914 loss_cls: 0.1396 loss_bbox: 0.2518 2023/06/07 17:54:33 - mmengine - INFO - Epoch(train) [248][300/782] lr: 1.2416e-03 eta: 5:06:11 time: 0.4509 data_time: 0.0026 memory: 2282 loss: 0.4008 loss_cls: 0.1476 loss_bbox: 0.2532 2023/06/07 17:54:55 - mmengine - INFO - Epoch(train) [248][350/782] lr: 1.2393e-03 eta: 5:05:50 time: 0.4513 data_time: 0.0027 memory: 2282 loss: 0.4030 loss_cls: 0.1496 loss_bbox: 0.2534 2023/06/07 17:55:17 - mmengine - INFO - Epoch(train) [248][400/782] lr: 1.2371e-03 eta: 5:05:27 time: 0.4460 data_time: 0.0026 memory: 2282 loss: 0.4021 loss_cls: 0.1472 loss_bbox: 0.2549 2023/06/07 17:55:40 - mmengine - INFO - Epoch(train) [248][450/782] lr: 1.2348e-03 eta: 5:05:05 time: 0.4480 data_time: 0.0025 memory: 2282 loss: 0.3819 loss_cls: 0.1377 loss_bbox: 0.2443 2023/06/07 17:56:03 - mmengine - INFO - Epoch(train) [248][500/782] lr: 1.2325e-03 eta: 5:04:44 time: 0.4548 data_time: 0.0026 memory: 2282 loss: 0.4003 loss_cls: 0.1465 loss_bbox: 0.2538 2023/06/07 17:56:25 - mmengine - INFO - Epoch(train) [248][550/782] lr: 1.2303e-03 eta: 5:04:23 time: 0.4545 data_time: 0.0025 memory: 2282 loss: 0.3935 loss_cls: 0.1416 loss_bbox: 0.2519 2023/06/07 17:56:47 - mmengine - INFO - Epoch(train) [248][600/782] lr: 1.2280e-03 eta: 5:04:00 time: 0.4411 data_time: 0.0026 memory: 2282 loss: 0.4023 loss_cls: 0.1466 loss_bbox: 0.2557 2023/06/07 17:57:10 - mmengine - INFO - Epoch(train) [248][650/782] lr: 1.2257e-03 eta: 5:03:37 time: 0.4439 data_time: 0.0026 memory: 2282 loss: 0.4046 loss_cls: 0.1485 loss_bbox: 0.2561 2023/06/07 17:57:32 - mmengine - INFO - Epoch(train) [248][700/782] lr: 1.2235e-03 eta: 5:03:14 time: 0.4428 data_time: 0.0025 memory: 2282 loss: 0.3954 loss_cls: 0.1465 loss_bbox: 0.2489 2023/06/07 17:57:54 - mmengine - INFO - Epoch(train) [248][750/782] lr: 1.2212e-03 eta: 5:02:53 time: 0.4519 data_time: 0.0025 memory: 2282 loss: 0.4015 loss_cls: 0.1462 loss_bbox: 0.2554 2023/06/07 17:58:07 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:58:31 - mmengine - INFO - Epoch(train) [249][ 50/782] lr: 1.2175e-03 eta: 5:02:15 time: 0.4806 data_time: 0.0228 memory: 2282 loss: 0.3900 loss_cls: 0.1439 loss_bbox: 0.2461 2023/06/07 17:58:37 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 17:58:53 - mmengine - INFO - Epoch(train) [249][100/782] lr: 1.2153e-03 eta: 5:01:53 time: 0.4472 data_time: 0.0026 memory: 2282 loss: 0.4091 loss_cls: 0.1529 loss_bbox: 0.2562 2023/06/07 17:59:16 - mmengine - INFO - Epoch(train) [249][150/782] lr: 1.2130e-03 eta: 5:01:31 time: 0.4495 data_time: 0.0025 memory: 2282 loss: 0.3925 loss_cls: 0.1419 loss_bbox: 0.2505 2023/06/07 17:59:38 - mmengine - INFO - Epoch(train) [249][200/782] lr: 1.2108e-03 eta: 5:01:08 time: 0.4405 data_time: 0.0025 memory: 2282 loss: 0.3895 loss_cls: 0.1400 loss_bbox: 0.2494 2023/06/07 18:00:00 - mmengine - INFO - Epoch(train) [249][250/782] lr: 1.2085e-03 eta: 5:00:45 time: 0.4392 data_time: 0.0028 memory: 2282 loss: 0.4091 loss_cls: 0.1517 loss_bbox: 0.2574 2023/06/07 18:00:22 - mmengine - INFO - Epoch(train) [249][300/782] lr: 1.2063e-03 eta: 5:00:22 time: 0.4421 data_time: 0.0026 memory: 2282 loss: 0.4070 loss_cls: 0.1476 loss_bbox: 0.2594 2023/06/07 18:00:44 - mmengine - INFO - Epoch(train) [249][350/782] lr: 1.2040e-03 eta: 4:59:59 time: 0.4432 data_time: 0.0025 memory: 2282 loss: 0.3941 loss_cls: 0.1465 loss_bbox: 0.2476 2023/06/07 18:01:06 - mmengine - INFO - Epoch(train) [249][400/782] lr: 1.2018e-03 eta: 4:59:37 time: 0.4491 data_time: 0.0025 memory: 2282 loss: 0.4057 loss_cls: 0.1484 loss_bbox: 0.2572 2023/06/07 18:01:29 - mmengine - INFO - Epoch(train) [249][450/782] lr: 1.1996e-03 eta: 4:59:14 time: 0.4453 data_time: 0.0025 memory: 2282 loss: 0.4058 loss_cls: 0.1506 loss_bbox: 0.2552 2023/06/07 18:01:51 - mmengine - INFO - Epoch(train) [249][500/782] lr: 1.1973e-03 eta: 4:58:51 time: 0.4407 data_time: 0.0025 memory: 2282 loss: 0.4017 loss_cls: 0.1479 loss_bbox: 0.2538 2023/06/07 18:02:13 - mmengine - INFO - Epoch(train) [249][550/782] lr: 1.1951e-03 eta: 4:58:28 time: 0.4416 data_time: 0.0025 memory: 2282 loss: 0.3984 loss_cls: 0.1452 loss_bbox: 0.2532 2023/06/07 18:02:35 - mmengine - INFO - Epoch(train) [249][600/782] lr: 1.1928e-03 eta: 4:58:06 time: 0.4458 data_time: 0.0025 memory: 2282 loss: 0.4041 loss_cls: 0.1482 loss_bbox: 0.2559 2023/06/07 18:02:57 - mmengine - INFO - Epoch(train) [249][650/782] lr: 1.1906e-03 eta: 4:57:43 time: 0.4421 data_time: 0.0025 memory: 2282 loss: 0.4034 loss_cls: 0.1499 loss_bbox: 0.2535 2023/06/07 18:03:19 - mmengine - INFO - Epoch(train) [249][700/782] lr: 1.1884e-03 eta: 4:57:20 time: 0.4430 data_time: 0.0024 memory: 2282 loss: 0.4165 loss_cls: 0.1589 loss_bbox: 0.2576 2023/06/07 18:03:42 - mmengine - INFO - Epoch(train) [249][750/782] lr: 1.1861e-03 eta: 4:56:57 time: 0.4422 data_time: 0.0023 memory: 2282 loss: 0.3990 loss_cls: 0.1463 loss_bbox: 0.2527 2023/06/07 18:03:54 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:04:18 - mmengine - INFO - Epoch(train) [250][ 50/782] lr: 1.1825e-03 eta: 4:56:20 time: 0.4827 data_time: 0.0329 memory: 2282 loss: 0.3792 loss_cls: 0.1395 loss_bbox: 0.2396 2023/06/07 18:04:40 - mmengine - INFO - Epoch(train) [250][100/782] lr: 1.1803e-03 eta: 4:55:58 time: 0.4497 data_time: 0.0024 memory: 2282 loss: 0.4072 loss_cls: 0.1469 loss_bbox: 0.2603 2023/06/07 18:05:03 - mmengine - INFO - Epoch(train) [250][150/782] lr: 1.1780e-03 eta: 4:55:36 time: 0.4477 data_time: 0.0024 memory: 2282 loss: 0.4040 loss_cls: 0.1432 loss_bbox: 0.2607 2023/06/07 18:05:25 - mmengine - INFO - Epoch(train) [250][200/782] lr: 1.1758e-03 eta: 4:55:13 time: 0.4437 data_time: 0.0024 memory: 2282 loss: 0.3883 loss_cls: 0.1425 loss_bbox: 0.2459 2023/06/07 18:05:47 - mmengine - INFO - Epoch(train) [250][250/782] lr: 1.1736e-03 eta: 4:54:50 time: 0.4426 data_time: 0.0023 memory: 2282 loss: 0.4124 loss_cls: 0.1557 loss_bbox: 0.2567 2023/06/07 18:06:01 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:06:09 - mmengine - INFO - Epoch(train) [250][300/782] lr: 1.1714e-03 eta: 4:54:28 time: 0.4444 data_time: 0.0025 memory: 2282 loss: 0.4071 loss_cls: 0.1503 loss_bbox: 0.2568 2023/06/07 18:06:32 - mmengine - INFO - Epoch(train) [250][350/782] lr: 1.1691e-03 eta: 4:54:05 time: 0.4427 data_time: 0.0024 memory: 2282 loss: 0.4135 loss_cls: 0.1551 loss_bbox: 0.2584 2023/06/07 18:06:54 - mmengine - INFO - Epoch(train) [250][400/782] lr: 1.1669e-03 eta: 4:53:43 time: 0.4456 data_time: 0.0024 memory: 2282 loss: 0.3921 loss_cls: 0.1471 loss_bbox: 0.2449 2023/06/07 18:07:16 - mmengine - INFO - Epoch(train) [250][450/782] lr: 1.1647e-03 eta: 4:53:20 time: 0.4441 data_time: 0.0023 memory: 2282 loss: 0.3995 loss_cls: 0.1501 loss_bbox: 0.2494 2023/06/07 18:07:38 - mmengine - INFO - Epoch(train) [250][500/782] lr: 1.1625e-03 eta: 4:52:57 time: 0.4415 data_time: 0.0023 memory: 2282 loss: 0.4038 loss_cls: 0.1518 loss_bbox: 0.2520 2023/06/07 18:08:00 - mmengine - INFO - Epoch(train) [250][550/782] lr: 1.1603e-03 eta: 4:52:34 time: 0.4406 data_time: 0.0024 memory: 2282 loss: 0.4153 loss_cls: 0.1512 loss_bbox: 0.2640 2023/06/07 18:08:23 - mmengine - INFO - Epoch(train) [250][600/782] lr: 1.1581e-03 eta: 4:52:12 time: 0.4482 data_time: 0.0024 memory: 2282 loss: 0.3982 loss_cls: 0.1491 loss_bbox: 0.2491 2023/06/07 18:08:45 - mmengine - INFO - Epoch(train) [250][650/782] lr: 1.1559e-03 eta: 4:51:49 time: 0.4440 data_time: 0.0025 memory: 2282 loss: 0.3882 loss_cls: 0.1425 loss_bbox: 0.2457 2023/06/07 18:09:07 - mmengine - INFO - Epoch(train) [250][700/782] lr: 1.1537e-03 eta: 4:51:26 time: 0.4375 data_time: 0.0023 memory: 2282 loss: 0.3902 loss_cls: 0.1453 loss_bbox: 0.2448 2023/06/07 18:09:29 - mmengine - INFO - Epoch(train) [250][750/782] lr: 1.1515e-03 eta: 4:51:03 time: 0.4391 data_time: 0.0024 memory: 2282 loss: 0.4098 loss_cls: 0.1515 loss_bbox: 0.2583 2023/06/07 18:09:41 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:09:41 - mmengine - INFO - Saving checkpoint at 250 epochs 2023/06/07 18:09:48 - mmengine - INFO - Evaluating bbox... 2023/06/07 18:09:49 - mmengine - INFO - bbox_mAP_copypaste: 0.781 0.985 0.891 0.418 0.652 0.802 2023/06/07 18:09:49 - mmengine - INFO - Epoch(val) [250][43/43] coco/bbox_mAP: 0.7810 coco/bbox_mAP_50: 0.9850 coco/bbox_mAP_75: 0.8910 coco/bbox_mAP_s: 0.4180 coco/bbox_mAP_m: 0.6520 coco/bbox_mAP_l: 0.8020 data_time: 0.0329 time: 0.0592 2023/06/07 18:10:13 - mmengine - INFO - Epoch(train) [251][ 50/782] lr: 1.1478e-03 eta: 4:50:24 time: 0.4761 data_time: 0.0251 memory: 2282 loss: 0.3975 loss_cls: 0.1437 loss_bbox: 0.2537 2023/06/07 18:10:35 - mmengine - INFO - Epoch(train) [251][100/782] lr: 1.1456e-03 eta: 4:50:01 time: 0.4397 data_time: 0.0024 memory: 2282 loss: 0.3957 loss_cls: 0.1429 loss_bbox: 0.2528 2023/06/07 18:10:57 - mmengine - INFO - Epoch(train) [251][150/782] lr: 1.1434e-03 eta: 4:49:38 time: 0.4429 data_time: 0.0024 memory: 2282 loss: 0.4080 loss_cls: 0.1536 loss_bbox: 0.2544 2023/06/07 18:11:19 - mmengine - INFO - Epoch(train) [251][200/782] lr: 1.1412e-03 eta: 4:49:15 time: 0.4392 data_time: 0.0025 memory: 2282 loss: 0.3936 loss_cls: 0.1447 loss_bbox: 0.2489 2023/06/07 18:11:41 - mmengine - INFO - Epoch(train) [251][250/782] lr: 1.1390e-03 eta: 4:48:52 time: 0.4385 data_time: 0.0024 memory: 2282 loss: 0.4011 loss_cls: 0.1488 loss_bbox: 0.2523 2023/06/07 18:12:03 - mmengine - INFO - Epoch(train) [251][300/782] lr: 1.1369e-03 eta: 4:48:29 time: 0.4426 data_time: 0.0026 memory: 2282 loss: 0.3895 loss_cls: 0.1397 loss_bbox: 0.2498 2023/06/07 18:12:25 - mmengine - INFO - Epoch(train) [251][350/782] lr: 1.1347e-03 eta: 4:48:06 time: 0.4391 data_time: 0.0026 memory: 2282 loss: 0.3906 loss_cls: 0.1449 loss_bbox: 0.2456 2023/06/07 18:12:48 - mmengine - INFO - Epoch(train) [251][400/782] lr: 1.1325e-03 eta: 4:47:44 time: 0.4450 data_time: 0.0024 memory: 2282 loss: 0.4012 loss_cls: 0.1477 loss_bbox: 0.2535 2023/06/07 18:13:10 - mmengine - INFO - Epoch(train) [251][450/782] lr: 1.1303e-03 eta: 4:47:21 time: 0.4404 data_time: 0.0024 memory: 2282 loss: 0.3825 loss_cls: 0.1400 loss_bbox: 0.2425 2023/06/07 18:13:32 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:13:32 - mmengine - INFO - Epoch(train) [251][500/782] lr: 1.1281e-03 eta: 4:46:58 time: 0.4418 data_time: 0.0026 memory: 2282 loss: 0.4013 loss_cls: 0.1473 loss_bbox: 0.2540 2023/06/07 18:13:54 - mmengine - INFO - Epoch(train) [251][550/782] lr: 1.1259e-03 eta: 4:46:36 time: 0.4464 data_time: 0.0026 memory: 2282 loss: 0.3959 loss_cls: 0.1441 loss_bbox: 0.2518 2023/06/07 18:14:16 - mmengine - INFO - Epoch(train) [251][600/782] lr: 1.1237e-03 eta: 4:46:13 time: 0.4405 data_time: 0.0024 memory: 2282 loss: 0.4117 loss_cls: 0.1550 loss_bbox: 0.2566 2023/06/07 18:14:38 - mmengine - INFO - Epoch(train) [251][650/782] lr: 1.1215e-03 eta: 4:45:50 time: 0.4407 data_time: 0.0023 memory: 2282 loss: 0.4213 loss_cls: 0.1553 loss_bbox: 0.2660 2023/06/07 18:15:00 - mmengine - INFO - Epoch(train) [251][700/782] lr: 1.1194e-03 eta: 4:45:27 time: 0.4404 data_time: 0.0025 memory: 2282 loss: 0.4021 loss_cls: 0.1470 loss_bbox: 0.2551 2023/06/07 18:15:22 - mmengine - INFO - Epoch(train) [251][750/782] lr: 1.1172e-03 eta: 4:45:04 time: 0.4424 data_time: 0.0024 memory: 2282 loss: 0.3989 loss_cls: 0.1493 loss_bbox: 0.2497 2023/06/07 18:15:35 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:15:58 - mmengine - INFO - Epoch(train) [252][ 50/782] lr: 1.1136e-03 eta: 4:44:26 time: 0.4728 data_time: 0.0197 memory: 2282 loss: 0.3914 loss_cls: 0.1422 loss_bbox: 0.2492 2023/06/07 18:16:20 - mmengine - INFO - Epoch(train) [252][100/782] lr: 1.1114e-03 eta: 4:44:03 time: 0.4375 data_time: 0.0023 memory: 2282 loss: 0.3985 loss_cls: 0.1453 loss_bbox: 0.2532 2023/06/07 18:16:42 - mmengine - INFO - Epoch(train) [252][150/782] lr: 1.1093e-03 eta: 4:43:40 time: 0.4384 data_time: 0.0024 memory: 2282 loss: 0.3986 loss_cls: 0.1463 loss_bbox: 0.2523 2023/06/07 18:17:04 - mmengine - INFO - Epoch(train) [252][200/782] lr: 1.1071e-03 eta: 4:43:17 time: 0.4425 data_time: 0.0024 memory: 2282 loss: 0.3818 loss_cls: 0.1394 loss_bbox: 0.2424 2023/06/07 18:17:26 - mmengine - INFO - Epoch(train) [252][250/782] lr: 1.1049e-03 eta: 4:42:54 time: 0.4369 data_time: 0.0024 memory: 2282 loss: 0.4055 loss_cls: 0.1511 loss_bbox: 0.2543 2023/06/07 18:17:48 - mmengine - INFO - Epoch(train) [252][300/782] lr: 1.1028e-03 eta: 4:42:31 time: 0.4415 data_time: 0.0024 memory: 2282 loss: 0.4093 loss_cls: 0.1536 loss_bbox: 0.2557 2023/06/07 18:18:10 - mmengine - INFO - Epoch(train) [252][350/782] lr: 1.1006e-03 eta: 4:42:08 time: 0.4395 data_time: 0.0024 memory: 2282 loss: 0.3918 loss_cls: 0.1438 loss_bbox: 0.2480 2023/06/07 18:18:32 - mmengine - INFO - Epoch(train) [252][400/782] lr: 1.0984e-03 eta: 4:41:45 time: 0.4396 data_time: 0.0025 memory: 2282 loss: 0.3980 loss_cls: 0.1457 loss_bbox: 0.2524 2023/06/07 18:18:54 - mmengine - INFO - Epoch(train) [252][450/782] lr: 1.0963e-03 eta: 4:41:22 time: 0.4393 data_time: 0.0023 memory: 2282 loss: 0.4119 loss_cls: 0.1527 loss_bbox: 0.2592 2023/06/07 18:19:16 - mmengine - INFO - Epoch(train) [252][500/782] lr: 1.0941e-03 eta: 4:40:59 time: 0.4421 data_time: 0.0024 memory: 2282 loss: 0.4067 loss_cls: 0.1505 loss_bbox: 0.2562 2023/06/07 18:19:38 - mmengine - INFO - Epoch(train) [252][550/782] lr: 1.0920e-03 eta: 4:40:36 time: 0.4409 data_time: 0.0024 memory: 2282 loss: 0.3941 loss_cls: 0.1443 loss_bbox: 0.2498 2023/06/07 18:20:00 - mmengine - INFO - Epoch(train) [252][600/782] lr: 1.0898e-03 eta: 4:40:13 time: 0.4395 data_time: 0.0024 memory: 2282 loss: 0.3994 loss_cls: 0.1466 loss_bbox: 0.2528 2023/06/07 18:20:22 - mmengine - INFO - Epoch(train) [252][650/782] lr: 1.0876e-03 eta: 4:39:50 time: 0.4385 data_time: 0.0024 memory: 2282 loss: 0.3929 loss_cls: 0.1473 loss_bbox: 0.2456 2023/06/07 18:20:44 - mmengine - INFO - Epoch(train) [252][700/782] lr: 1.0855e-03 eta: 4:39:27 time: 0.4419 data_time: 0.0023 memory: 2282 loss: 0.4019 loss_cls: 0.1480 loss_bbox: 0.2539 2023/06/07 18:20:52 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:21:07 - mmengine - INFO - Epoch(train) [252][750/782] lr: 1.0833e-03 eta: 4:39:05 time: 0.4420 data_time: 0.0026 memory: 2282 loss: 0.3952 loss_cls: 0.1441 loss_bbox: 0.2511 2023/06/07 18:21:19 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:21:43 - mmengine - INFO - Epoch(train) [253][ 50/782] lr: 1.0798e-03 eta: 4:38:27 time: 0.4766 data_time: 0.0148 memory: 2282 loss: 0.3965 loss_cls: 0.1440 loss_bbox: 0.2525 2023/06/07 18:22:05 - mmengine - INFO - Epoch(train) [253][100/782] lr: 1.0777e-03 eta: 4:38:04 time: 0.4363 data_time: 0.0024 memory: 2282 loss: 0.4072 loss_cls: 0.1522 loss_bbox: 0.2550 2023/06/07 18:22:26 - mmengine - INFO - Epoch(train) [253][150/782] lr: 1.0755e-03 eta: 4:37:41 time: 0.4363 data_time: 0.0024 memory: 2282 loss: 0.3921 loss_cls: 0.1428 loss_bbox: 0.2493 2023/06/07 18:22:48 - mmengine - INFO - Epoch(train) [253][200/782] lr: 1.0734e-03 eta: 4:37:18 time: 0.4405 data_time: 0.0023 memory: 2282 loss: 0.4097 loss_cls: 0.1515 loss_bbox: 0.2582 2023/06/07 18:23:11 - mmengine - INFO - Epoch(train) [253][250/782] lr: 1.0713e-03 eta: 4:36:55 time: 0.4448 data_time: 0.0024 memory: 2282 loss: 0.3978 loss_cls: 0.1453 loss_bbox: 0.2525 2023/06/07 18:23:33 - mmengine - INFO - Epoch(train) [253][300/782] lr: 1.0691e-03 eta: 4:36:33 time: 0.4437 data_time: 0.0025 memory: 2282 loss: 0.3893 loss_cls: 0.1427 loss_bbox: 0.2466 2023/06/07 18:23:55 - mmengine - INFO - Epoch(train) [253][350/782] lr: 1.0670e-03 eta: 4:36:10 time: 0.4383 data_time: 0.0024 memory: 2282 loss: 0.3992 loss_cls: 0.1482 loss_bbox: 0.2510 2023/06/07 18:24:17 - mmengine - INFO - Epoch(train) [253][400/782] lr: 1.0648e-03 eta: 4:35:47 time: 0.4372 data_time: 0.0024 memory: 2282 loss: 0.3992 loss_cls: 0.1478 loss_bbox: 0.2514 2023/06/07 18:24:39 - mmengine - INFO - Epoch(train) [253][450/782] lr: 1.0627e-03 eta: 4:35:24 time: 0.4414 data_time: 0.0024 memory: 2282 loss: 0.3956 loss_cls: 0.1471 loss_bbox: 0.2485 2023/06/07 18:25:01 - mmengine - INFO - Epoch(train) [253][500/782] lr: 1.0606e-03 eta: 4:35:02 time: 0.4456 data_time: 0.0024 memory: 2282 loss: 0.3995 loss_cls: 0.1462 loss_bbox: 0.2533 2023/06/07 18:25:23 - mmengine - INFO - Epoch(train) [253][550/782] lr: 1.0585e-03 eta: 4:34:40 time: 0.4470 data_time: 0.0024 memory: 2282 loss: 0.4115 loss_cls: 0.1556 loss_bbox: 0.2559 2023/06/07 18:25:46 - mmengine - INFO - Epoch(train) [253][600/782] lr: 1.0563e-03 eta: 4:34:17 time: 0.4467 data_time: 0.0024 memory: 2282 loss: 0.3943 loss_cls: 0.1421 loss_bbox: 0.2521 2023/06/07 18:26:08 - mmengine - INFO - Epoch(train) [253][650/782] lr: 1.0542e-03 eta: 4:33:55 time: 0.4455 data_time: 0.0023 memory: 2282 loss: 0.3934 loss_cls: 0.1428 loss_bbox: 0.2507 2023/06/07 18:26:30 - mmengine - INFO - Epoch(train) [253][700/782] lr: 1.0521e-03 eta: 4:33:33 time: 0.4477 data_time: 0.0023 memory: 2282 loss: 0.3981 loss_cls: 0.1476 loss_bbox: 0.2505 2023/06/07 18:26:53 - mmengine - INFO - Epoch(train) [253][750/782] lr: 1.0500e-03 eta: 4:33:11 time: 0.4465 data_time: 0.0026 memory: 2282 loss: 0.3940 loss_cls: 0.1453 loss_bbox: 0.2487 2023/06/07 18:27:05 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:27:29 - mmengine - INFO - Epoch(train) [254][ 50/782] lr: 1.0465e-03 eta: 4:32:34 time: 0.4795 data_time: 0.0347 memory: 2282 loss: 0.3971 loss_cls: 0.1462 loss_bbox: 0.2509 2023/06/07 18:27:51 - mmengine - INFO - Epoch(train) [254][100/782] lr: 1.0444e-03 eta: 4:32:10 time: 0.4357 data_time: 0.0024 memory: 2282 loss: 0.3897 loss_cls: 0.1411 loss_bbox: 0.2486 2023/06/07 18:28:13 - mmengine - INFO - Epoch(train) [254][150/782] lr: 1.0422e-03 eta: 4:31:48 time: 0.4422 data_time: 0.0023 memory: 2282 loss: 0.3887 loss_cls: 0.1432 loss_bbox: 0.2455 2023/06/07 18:28:15 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:28:35 - mmengine - INFO - Epoch(train) [254][200/782] lr: 1.0401e-03 eta: 4:31:25 time: 0.4409 data_time: 0.0027 memory: 2282 loss: 0.3838 loss_cls: 0.1409 loss_bbox: 0.2429 2023/06/07 18:28:57 - mmengine - INFO - Epoch(train) [254][250/782] lr: 1.0380e-03 eta: 4:31:02 time: 0.4409 data_time: 0.0024 memory: 2282 loss: 0.3971 loss_cls: 0.1449 loss_bbox: 0.2522 2023/06/07 18:29:19 - mmengine - INFO - Epoch(train) [254][300/782] lr: 1.0359e-03 eta: 4:30:39 time: 0.4405 data_time: 0.0023 memory: 2282 loss: 0.3964 loss_cls: 0.1465 loss_bbox: 0.2499 2023/06/07 18:29:42 - mmengine - INFO - Epoch(train) [254][350/782] lr: 1.0338e-03 eta: 4:30:17 time: 0.4461 data_time: 0.0023 memory: 2282 loss: 0.3981 loss_cls: 0.1444 loss_bbox: 0.2537 2023/06/07 18:30:04 - mmengine - INFO - Epoch(train) [254][400/782] lr: 1.0317e-03 eta: 4:29:55 time: 0.4405 data_time: 0.0026 memory: 2282 loss: 0.4115 loss_cls: 0.1525 loss_bbox: 0.2589 2023/06/07 18:30:26 - mmengine - INFO - Epoch(train) [254][450/782] lr: 1.0296e-03 eta: 4:29:32 time: 0.4460 data_time: 0.0024 memory: 2282 loss: 0.3842 loss_cls: 0.1394 loss_bbox: 0.2448 2023/06/07 18:30:48 - mmengine - INFO - Epoch(train) [254][500/782] lr: 1.0275e-03 eta: 4:29:10 time: 0.4487 data_time: 0.0024 memory: 2282 loss: 0.4071 loss_cls: 0.1520 loss_bbox: 0.2551 2023/06/07 18:31:10 - mmengine - INFO - Epoch(train) [254][550/782] lr: 1.0254e-03 eta: 4:28:48 time: 0.4421 data_time: 0.0024 memory: 2282 loss: 0.3930 loss_cls: 0.1392 loss_bbox: 0.2538 2023/06/07 18:31:33 - mmengine - INFO - Epoch(train) [254][600/782] lr: 1.0233e-03 eta: 4:28:25 time: 0.4447 data_time: 0.0023 memory: 2282 loss: 0.4104 loss_cls: 0.1481 loss_bbox: 0.2623 2023/06/07 18:31:55 - mmengine - INFO - Epoch(train) [254][650/782] lr: 1.0212e-03 eta: 4:28:02 time: 0.4376 data_time: 0.0024 memory: 2282 loss: 0.3832 loss_cls: 0.1360 loss_bbox: 0.2472 2023/06/07 18:32:17 - mmengine - INFO - Epoch(train) [254][700/782] lr: 1.0191e-03 eta: 4:27:40 time: 0.4474 data_time: 0.0024 memory: 2282 loss: 0.3964 loss_cls: 0.1472 loss_bbox: 0.2492 2023/06/07 18:32:39 - mmengine - INFO - Epoch(train) [254][750/782] lr: 1.0170e-03 eta: 4:27:18 time: 0.4442 data_time: 0.0023 memory: 2282 loss: 0.4068 loss_cls: 0.1472 loss_bbox: 0.2596 2023/06/07 18:32:51 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:33:16 - mmengine - INFO - Epoch(train) [255][ 50/782] lr: 1.0136e-03 eta: 4:26:41 time: 0.4812 data_time: 0.0196 memory: 2282 loss: 0.3939 loss_cls: 0.1465 loss_bbox: 0.2474 2023/06/07 18:33:38 - mmengine - INFO - Epoch(train) [255][100/782] lr: 1.0115e-03 eta: 4:26:18 time: 0.4441 data_time: 0.0024 memory: 2282 loss: 0.4076 loss_cls: 0.1494 loss_bbox: 0.2582 2023/06/07 18:34:00 - mmengine - INFO - Epoch(train) [255][150/782] lr: 1.0094e-03 eta: 4:25:56 time: 0.4392 data_time: 0.0023 memory: 2282 loss: 0.4057 loss_cls: 0.1498 loss_bbox: 0.2559 2023/06/07 18:34:22 - mmengine - INFO - Epoch(train) [255][200/782] lr: 1.0073e-03 eta: 4:25:33 time: 0.4422 data_time: 0.0023 memory: 2282 loss: 0.4006 loss_cls: 0.1448 loss_bbox: 0.2558 2023/06/07 18:34:44 - mmengine - INFO - Epoch(train) [255][250/782] lr: 1.0053e-03 eta: 4:25:11 time: 0.4443 data_time: 0.0024 memory: 2282 loss: 0.4023 loss_cls: 0.1488 loss_bbox: 0.2534 2023/06/07 18:35:06 - mmengine - INFO - Epoch(train) [255][300/782] lr: 1.0032e-03 eta: 4:24:48 time: 0.4442 data_time: 0.0023 memory: 2282 loss: 0.3843 loss_cls: 0.1390 loss_bbox: 0.2453 2023/06/07 18:35:29 - mmengine - INFO - Epoch(train) [255][350/782] lr: 1.0011e-03 eta: 4:24:26 time: 0.4438 data_time: 0.0024 memory: 2282 loss: 0.3895 loss_cls: 0.1415 loss_bbox: 0.2480 2023/06/07 18:35:38 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:35:51 - mmengine - INFO - Epoch(train) [255][400/782] lr: 9.9903e-04 eta: 4:24:03 time: 0.4433 data_time: 0.0025 memory: 2282 loss: 0.4047 loss_cls: 0.1461 loss_bbox: 0.2586 2023/06/07 18:36:13 - mmengine - INFO - Epoch(train) [255][450/782] lr: 9.9696e-04 eta: 4:23:41 time: 0.4397 data_time: 0.0024 memory: 2282 loss: 0.3877 loss_cls: 0.1428 loss_bbox: 0.2450 2023/06/07 18:36:35 - mmengine - INFO - Epoch(train) [255][500/782] lr: 9.9489e-04 eta: 4:23:18 time: 0.4397 data_time: 0.0024 memory: 2282 loss: 0.4054 loss_cls: 0.1499 loss_bbox: 0.2555 2023/06/07 18:36:57 - mmengine - INFO - Epoch(train) [255][550/782] lr: 9.9282e-04 eta: 4:22:55 time: 0.4402 data_time: 0.0024 memory: 2282 loss: 0.3980 loss_cls: 0.1463 loss_bbox: 0.2517 2023/06/07 18:37:19 - mmengine - INFO - Epoch(train) [255][600/782] lr: 9.9076e-04 eta: 4:22:32 time: 0.4413 data_time: 0.0023 memory: 2282 loss: 0.4073 loss_cls: 0.1493 loss_bbox: 0.2580 2023/06/07 18:37:41 - mmengine - INFO - Epoch(train) [255][650/782] lr: 9.8869e-04 eta: 4:22:09 time: 0.4351 data_time: 0.0023 memory: 2282 loss: 0.3985 loss_cls: 0.1490 loss_bbox: 0.2495 2023/06/07 18:38:03 - mmengine - INFO - Epoch(train) [255][700/782] lr: 9.8663e-04 eta: 4:21:47 time: 0.4426 data_time: 0.0028 memory: 2282 loss: 0.3972 loss_cls: 0.1486 loss_bbox: 0.2486 2023/06/07 18:38:25 - mmengine - INFO - Epoch(train) [255][750/782] lr: 9.8457e-04 eta: 4:21:24 time: 0.4403 data_time: 0.0024 memory: 2282 loss: 0.3904 loss_cls: 0.1460 loss_bbox: 0.2444 2023/06/07 18:38:37 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:39:01 - mmengine - INFO - Epoch(train) [256][ 50/782] lr: 9.8119e-04 eta: 4:20:47 time: 0.4809 data_time: 0.0142 memory: 2282 loss: 0.4064 loss_cls: 0.1530 loss_bbox: 0.2534 2023/06/07 18:39:23 - mmengine - INFO - Epoch(train) [256][100/782] lr: 9.7914e-04 eta: 4:20:25 time: 0.4409 data_time: 0.0023 memory: 2282 loss: 0.3999 loss_cls: 0.1487 loss_bbox: 0.2512 2023/06/07 18:39:46 - mmengine - INFO - Epoch(train) [256][150/782] lr: 9.7708e-04 eta: 4:20:03 time: 0.4496 data_time: 0.0024 memory: 2282 loss: 0.3987 loss_cls: 0.1458 loss_bbox: 0.2529 2023/06/07 18:40:08 - mmengine - INFO - Epoch(train) [256][200/782] lr: 9.7503e-04 eta: 4:19:41 time: 0.4500 data_time: 0.0023 memory: 2282 loss: 0.3916 loss_cls: 0.1425 loss_bbox: 0.2491 2023/06/07 18:40:30 - mmengine - INFO - Epoch(train) [256][250/782] lr: 9.7298e-04 eta: 4:19:18 time: 0.4425 data_time: 0.0024 memory: 2282 loss: 0.3989 loss_cls: 0.1482 loss_bbox: 0.2507 2023/06/07 18:40:52 - mmengine - INFO - Epoch(train) [256][300/782] lr: 9.7093e-04 eta: 4:18:55 time: 0.4383 data_time: 0.0023 memory: 2282 loss: 0.3818 loss_cls: 0.1398 loss_bbox: 0.2419 2023/06/07 18:41:14 - mmengine - INFO - Epoch(train) [256][350/782] lr: 9.6889e-04 eta: 4:18:33 time: 0.4387 data_time: 0.0023 memory: 2282 loss: 0.3932 loss_cls: 0.1436 loss_bbox: 0.2496 2023/06/07 18:41:37 - mmengine - INFO - Epoch(train) [256][400/782] lr: 9.6685e-04 eta: 4:18:11 time: 0.4471 data_time: 0.0024 memory: 2282 loss: 0.3890 loss_cls: 0.1426 loss_bbox: 0.2464 2023/06/07 18:41:59 - mmengine - INFO - Epoch(train) [256][450/782] lr: 9.6480e-04 eta: 4:17:48 time: 0.4385 data_time: 0.0024 memory: 2282 loss: 0.3982 loss_cls: 0.1455 loss_bbox: 0.2527 2023/06/07 18:42:21 - mmengine - INFO - Epoch(train) [256][500/782] lr: 9.6277e-04 eta: 4:17:25 time: 0.4367 data_time: 0.0024 memory: 2282 loss: 0.4003 loss_cls: 0.1494 loss_bbox: 0.2509 2023/06/07 18:42:43 - mmengine - INFO - Epoch(train) [256][550/782] lr: 9.6073e-04 eta: 4:17:02 time: 0.4426 data_time: 0.0024 memory: 2282 loss: 0.3979 loss_cls: 0.1486 loss_bbox: 0.2493 2023/06/07 18:43:00 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:43:05 - mmengine - INFO - Epoch(train) [256][600/782] lr: 9.5869e-04 eta: 4:16:40 time: 0.4493 data_time: 0.0024 memory: 2282 loss: 0.3978 loss_cls: 0.1475 loss_bbox: 0.2503 2023/06/07 18:43:28 - mmengine - INFO - Epoch(train) [256][650/782] lr: 9.5666e-04 eta: 4:16:18 time: 0.4479 data_time: 0.0023 memory: 2282 loss: 0.3846 loss_cls: 0.1399 loss_bbox: 0.2447 2023/06/07 18:43:50 - mmengine - INFO - Epoch(train) [256][700/782] lr: 9.5463e-04 eta: 4:15:56 time: 0.4477 data_time: 0.0024 memory: 2282 loss: 0.4018 loss_cls: 0.1486 loss_bbox: 0.2532 2023/06/07 18:44:12 - mmengine - INFO - Epoch(train) [256][750/782] lr: 9.5260e-04 eta: 4:15:33 time: 0.4397 data_time: 0.0024 memory: 2282 loss: 0.3945 loss_cls: 0.1459 loss_bbox: 0.2486 2023/06/07 18:44:24 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:44:49 - mmengine - INFO - Epoch(train) [257][ 50/782] lr: 9.4928e-04 eta: 4:14:58 time: 0.4992 data_time: 0.0411 memory: 2282 loss: 0.3987 loss_cls: 0.1437 loss_bbox: 0.2550 2023/06/07 18:45:12 - mmengine - INFO - Epoch(train) [257][100/782] lr: 9.4725e-04 eta: 4:14:36 time: 0.4470 data_time: 0.0024 memory: 2282 loss: 0.3893 loss_cls: 0.1425 loss_bbox: 0.2469 2023/06/07 18:45:34 - mmengine - INFO - Epoch(train) [257][150/782] lr: 9.4523e-04 eta: 4:14:14 time: 0.4438 data_time: 0.0024 memory: 2282 loss: 0.4001 loss_cls: 0.1482 loss_bbox: 0.2520 2023/06/07 18:45:56 - mmengine - INFO - Epoch(train) [257][200/782] lr: 9.4321e-04 eta: 4:13:52 time: 0.4497 data_time: 0.0024 memory: 2282 loss: 0.3977 loss_cls: 0.1481 loss_bbox: 0.2497 2023/06/07 18:46:19 - mmengine - INFO - Epoch(train) [257][250/782] lr: 9.4119e-04 eta: 4:13:29 time: 0.4447 data_time: 0.0024 memory: 2282 loss: 0.3772 loss_cls: 0.1363 loss_bbox: 0.2409 2023/06/07 18:46:40 - mmengine - INFO - Epoch(train) [257][300/782] lr: 9.3918e-04 eta: 4:13:06 time: 0.4361 data_time: 0.0024 memory: 2282 loss: 0.3969 loss_cls: 0.1461 loss_bbox: 0.2508 2023/06/07 18:47:03 - mmengine - INFO - Epoch(train) [257][350/782] lr: 9.3717e-04 eta: 4:12:44 time: 0.4417 data_time: 0.0024 memory: 2282 loss: 0.3967 loss_cls: 0.1471 loss_bbox: 0.2496 2023/06/07 18:47:25 - mmengine - INFO - Epoch(train) [257][400/782] lr: 9.3515e-04 eta: 4:12:21 time: 0.4416 data_time: 0.0024 memory: 2282 loss: 0.3794 loss_cls: 0.1371 loss_bbox: 0.2424 2023/06/07 18:47:47 - mmengine - INFO - Epoch(train) [257][450/782] lr: 9.3315e-04 eta: 4:11:59 time: 0.4424 data_time: 0.0025 memory: 2282 loss: 0.3967 loss_cls: 0.1450 loss_bbox: 0.2517 2023/06/07 18:48:09 - mmengine - INFO - Epoch(train) [257][500/782] lr: 9.3114e-04 eta: 4:11:36 time: 0.4411 data_time: 0.0025 memory: 2282 loss: 0.3939 loss_cls: 0.1430 loss_bbox: 0.2509 2023/06/07 18:48:31 - mmengine - INFO - Epoch(train) [257][550/782] lr: 9.2913e-04 eta: 4:11:14 time: 0.4424 data_time: 0.0024 memory: 2282 loss: 0.3973 loss_cls: 0.1476 loss_bbox: 0.2498 2023/06/07 18:48:53 - mmengine - INFO - Epoch(train) [257][600/782] lr: 9.2713e-04 eta: 4:10:51 time: 0.4444 data_time: 0.0024 memory: 2282 loss: 0.3884 loss_cls: 0.1426 loss_bbox: 0.2457 2023/06/07 18:49:16 - mmengine - INFO - Epoch(train) [257][650/782] lr: 9.2513e-04 eta: 4:10:29 time: 0.4453 data_time: 0.0024 memory: 2282 loss: 0.4121 loss_cls: 0.1524 loss_bbox: 0.2597 2023/06/07 18:49:38 - mmengine - INFO - Epoch(train) [257][700/782] lr: 9.2313e-04 eta: 4:10:07 time: 0.4424 data_time: 0.0024 memory: 2282 loss: 0.4039 loss_cls: 0.1454 loss_bbox: 0.2585 2023/06/07 18:50:00 - mmengine - INFO - Epoch(train) [257][750/782] lr: 9.2114e-04 eta: 4:09:44 time: 0.4416 data_time: 0.0024 memory: 2282 loss: 0.3829 loss_cls: 0.1379 loss_bbox: 0.2450 2023/06/07 18:50:12 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:50:26 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:50:37 - mmengine - INFO - Epoch(train) [258][ 50/782] lr: 9.1787e-04 eta: 4:09:08 time: 0.4907 data_time: 0.0190 memory: 2282 loss: 0.3942 loss_cls: 0.1433 loss_bbox: 0.2509 2023/06/07 18:50:59 - mmengine - INFO - Epoch(train) [258][100/782] lr: 9.1588e-04 eta: 4:08:46 time: 0.4427 data_time: 0.0024 memory: 2282 loss: 0.4068 loss_cls: 0.1482 loss_bbox: 0.2586 2023/06/07 18:51:21 - mmengine - INFO - Epoch(train) [258][150/782] lr: 9.1389e-04 eta: 4:08:23 time: 0.4449 data_time: 0.0030 memory: 2282 loss: 0.3800 loss_cls: 0.1392 loss_bbox: 0.2408 2023/06/07 18:51:44 - mmengine - INFO - Epoch(train) [258][200/782] lr: 9.1190e-04 eta: 4:08:02 time: 0.4497 data_time: 0.0032 memory: 2282 loss: 0.3898 loss_cls: 0.1426 loss_bbox: 0.2473 2023/06/07 18:52:06 - mmengine - INFO - Epoch(train) [258][250/782] lr: 9.0992e-04 eta: 4:07:40 time: 0.4552 data_time: 0.0035 memory: 2282 loss: 0.4090 loss_cls: 0.1507 loss_bbox: 0.2583 2023/06/07 18:52:29 - mmengine - INFO - Epoch(train) [258][300/782] lr: 9.0793e-04 eta: 4:07:18 time: 0.4534 data_time: 0.0033 memory: 2282 loss: 0.3836 loss_cls: 0.1392 loss_bbox: 0.2445 2023/06/07 18:52:52 - mmengine - INFO - Epoch(train) [258][350/782] lr: 9.0595e-04 eta: 4:06:57 time: 0.4538 data_time: 0.0034 memory: 2282 loss: 0.3974 loss_cls: 0.1476 loss_bbox: 0.2498 2023/06/07 18:53:14 - mmengine - INFO - Epoch(train) [258][400/782] lr: 9.0397e-04 eta: 4:06:35 time: 0.4476 data_time: 0.0030 memory: 2282 loss: 0.3966 loss_cls: 0.1435 loss_bbox: 0.2531 2023/06/07 18:53:37 - mmengine - INFO - Epoch(train) [258][450/782] lr: 9.0200e-04 eta: 4:06:13 time: 0.4502 data_time: 0.0028 memory: 2282 loss: 0.3996 loss_cls: 0.1502 loss_bbox: 0.2494 2023/06/07 18:53:59 - mmengine - INFO - Epoch(train) [258][500/782] lr: 9.0003e-04 eta: 4:05:51 time: 0.4488 data_time: 0.0028 memory: 2282 loss: 0.3878 loss_cls: 0.1398 loss_bbox: 0.2480 2023/06/07 18:54:22 - mmengine - INFO - Epoch(train) [258][550/782] lr: 8.9805e-04 eta: 4:05:29 time: 0.4477 data_time: 0.0035 memory: 2282 loss: 0.3927 loss_cls: 0.1448 loss_bbox: 0.2479 2023/06/07 18:54:44 - mmengine - INFO - Epoch(train) [258][600/782] lr: 8.9608e-04 eta: 4:05:07 time: 0.4493 data_time: 0.0031 memory: 2282 loss: 0.4005 loss_cls: 0.1478 loss_bbox: 0.2527 2023/06/07 18:55:07 - mmengine - INFO - Epoch(train) [258][650/782] lr: 8.9412e-04 eta: 4:04:45 time: 0.4497 data_time: 0.0030 memory: 2282 loss: 0.3857 loss_cls: 0.1404 loss_bbox: 0.2452 2023/06/07 18:55:29 - mmengine - INFO - Epoch(train) [258][700/782] lr: 8.9215e-04 eta: 4:04:23 time: 0.4464 data_time: 0.0029 memory: 2282 loss: 0.3849 loss_cls: 0.1413 loss_bbox: 0.2436 2023/06/07 18:55:51 - mmengine - INFO - Epoch(train) [258][750/782] lr: 8.9019e-04 eta: 4:04:00 time: 0.4391 data_time: 0.0026 memory: 2282 loss: 0.4073 loss_cls: 0.1504 loss_bbox: 0.2569 2023/06/07 18:56:03 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:56:27 - mmengine - INFO - Epoch(train) [259][ 50/782] lr: 8.8697e-04 eta: 4:03:23 time: 0.4823 data_time: 0.0248 memory: 2282 loss: 0.3926 loss_cls: 0.1437 loss_bbox: 0.2489 2023/06/07 18:56:49 - mmengine - INFO - Epoch(train) [259][100/782] lr: 8.8502e-04 eta: 4:03:00 time: 0.4414 data_time: 0.0030 memory: 2282 loss: 0.3979 loss_cls: 0.1445 loss_bbox: 0.2534 2023/06/07 18:57:11 - mmengine - INFO - Epoch(train) [259][150/782] lr: 8.8306e-04 eta: 4:02:38 time: 0.4434 data_time: 0.0029 memory: 2282 loss: 0.3854 loss_cls: 0.1437 loss_bbox: 0.2417 2023/06/07 18:57:33 - mmengine - INFO - Epoch(train) [259][200/782] lr: 8.8111e-04 eta: 4:02:15 time: 0.4406 data_time: 0.0028 memory: 2282 loss: 0.3913 loss_cls: 0.1430 loss_bbox: 0.2482 2023/06/07 18:57:53 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 18:57:56 - mmengine - INFO - Epoch(train) [259][250/782] lr: 8.7916e-04 eta: 4:01:53 time: 0.4408 data_time: 0.0026 memory: 2282 loss: 0.3853 loss_cls: 0.1417 loss_bbox: 0.2436 2023/06/07 18:58:18 - mmengine - INFO - Epoch(train) [259][300/782] lr: 8.7721e-04 eta: 4:01:31 time: 0.4517 data_time: 0.0025 memory: 2282 loss: 0.3883 loss_cls: 0.1429 loss_bbox: 0.2454 2023/06/07 18:58:40 - mmengine - INFO - Epoch(train) [259][350/782] lr: 8.7526e-04 eta: 4:01:08 time: 0.4426 data_time: 0.0026 memory: 2282 loss: 0.3965 loss_cls: 0.1425 loss_bbox: 0.2540 2023/06/07 18:59:02 - mmengine - INFO - Epoch(train) [259][400/782] lr: 8.7332e-04 eta: 4:00:46 time: 0.4434 data_time: 0.0029 memory: 2282 loss: 0.4006 loss_cls: 0.1485 loss_bbox: 0.2521 2023/06/07 18:59:25 - mmengine - INFO - Epoch(train) [259][450/782] lr: 8.7138e-04 eta: 4:00:24 time: 0.4418 data_time: 0.0028 memory: 2282 loss: 0.3838 loss_cls: 0.1380 loss_bbox: 0.2458 2023/06/07 18:59:47 - mmengine - INFO - Epoch(train) [259][500/782] lr: 8.6944e-04 eta: 4:00:02 time: 0.4501 data_time: 0.0030 memory: 2282 loss: 0.3952 loss_cls: 0.1440 loss_bbox: 0.2511 2023/06/07 19:00:10 - mmengine - INFO - Epoch(train) [259][550/782] lr: 8.6750e-04 eta: 3:59:40 time: 0.4483 data_time: 0.0027 memory: 2282 loss: 0.3700 loss_cls: 0.1329 loss_bbox: 0.2370 2023/06/07 19:00:32 - mmengine - INFO - Epoch(train) [259][600/782] lr: 8.6557e-04 eta: 3:59:17 time: 0.4386 data_time: 0.0031 memory: 2282 loss: 0.3942 loss_cls: 0.1453 loss_bbox: 0.2489 2023/06/07 19:00:54 - mmengine - INFO - Epoch(train) [259][650/782] lr: 8.6363e-04 eta: 3:58:54 time: 0.4418 data_time: 0.0028 memory: 2282 loss: 0.3957 loss_cls: 0.1441 loss_bbox: 0.2517 2023/06/07 19:01:16 - mmengine - INFO - Epoch(train) [259][700/782] lr: 8.6170e-04 eta: 3:58:32 time: 0.4422 data_time: 0.0028 memory: 2282 loss: 0.3802 loss_cls: 0.1365 loss_bbox: 0.2438 2023/06/07 19:01:38 - mmengine - INFO - Epoch(train) [259][750/782] lr: 8.5977e-04 eta: 3:58:10 time: 0.4469 data_time: 0.0028 memory: 2282 loss: 0.3937 loss_cls: 0.1443 loss_bbox: 0.2495 2023/06/07 19:01:51 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:02:15 - mmengine - INFO - Epoch(train) [260][ 50/782] lr: 8.5661e-04 eta: 3:57:33 time: 0.4772 data_time: 0.0316 memory: 2282 loss: 0.3806 loss_cls: 0.1363 loss_bbox: 0.2442 2023/06/07 19:02:36 - mmengine - INFO - Epoch(train) [260][100/782] lr: 8.5469e-04 eta: 3:57:10 time: 0.4383 data_time: 0.0027 memory: 2282 loss: 0.3830 loss_cls: 0.1384 loss_bbox: 0.2446 2023/06/07 19:02:59 - mmengine - INFO - Epoch(train) [260][150/782] lr: 8.5277e-04 eta: 3:56:48 time: 0.4405 data_time: 0.0028 memory: 2282 loss: 0.3877 loss_cls: 0.1435 loss_bbox: 0.2442 2023/06/07 19:03:21 - mmengine - INFO - Epoch(train) [260][200/782] lr: 8.5085e-04 eta: 3:56:25 time: 0.4440 data_time: 0.0031 memory: 2282 loss: 0.3781 loss_cls: 0.1366 loss_bbox: 0.2415 2023/06/07 19:03:43 - mmengine - INFO - Epoch(train) [260][250/782] lr: 8.4894e-04 eta: 3:56:03 time: 0.4483 data_time: 0.0028 memory: 2282 loss: 0.3827 loss_cls: 0.1426 loss_bbox: 0.2401 2023/06/07 19:04:05 - mmengine - INFO - Epoch(train) [260][300/782] lr: 8.4702e-04 eta: 3:55:41 time: 0.4434 data_time: 0.0029 memory: 2282 loss: 0.4023 loss_cls: 0.1479 loss_bbox: 0.2544 2023/06/07 19:04:28 - mmengine - INFO - Epoch(train) [260][350/782] lr: 8.4511e-04 eta: 3:55:18 time: 0.4432 data_time: 0.0030 memory: 2282 loss: 0.3926 loss_cls: 0.1454 loss_bbox: 0.2472 2023/06/07 19:04:50 - mmengine - INFO - Epoch(train) [260][400/782] lr: 8.4320e-04 eta: 3:54:56 time: 0.4448 data_time: 0.0030 memory: 2282 loss: 0.3783 loss_cls: 0.1379 loss_bbox: 0.2403 2023/06/07 19:05:12 - mmengine - INFO - Epoch(train) [260][450/782] lr: 8.4130e-04 eta: 3:54:33 time: 0.4388 data_time: 0.0028 memory: 2282 loss: 0.4029 loss_cls: 0.1513 loss_bbox: 0.2516 2023/06/07 19:05:17 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:05:34 - mmengine - INFO - Epoch(train) [260][500/782] lr: 8.3939e-04 eta: 3:54:11 time: 0.4457 data_time: 0.0029 memory: 2282 loss: 0.3965 loss_cls: 0.1436 loss_bbox: 0.2529 2023/06/07 19:05:57 - mmengine - INFO - Epoch(train) [260][550/782] lr: 8.3749e-04 eta: 3:53:49 time: 0.4496 data_time: 0.0034 memory: 2282 loss: 0.3916 loss_cls: 0.1435 loss_bbox: 0.2481 2023/06/07 19:06:19 - mmengine - INFO - Epoch(train) [260][600/782] lr: 8.3559e-04 eta: 3:53:27 time: 0.4426 data_time: 0.0030 memory: 2282 loss: 0.3950 loss_cls: 0.1426 loss_bbox: 0.2524 2023/06/07 19:06:41 - mmengine - INFO - Epoch(train) [260][650/782] lr: 8.3369e-04 eta: 3:53:05 time: 0.4471 data_time: 0.0029 memory: 2282 loss: 0.3937 loss_cls: 0.1474 loss_bbox: 0.2463 2023/06/07 19:07:03 - mmengine - INFO - Epoch(train) [260][700/782] lr: 8.3179e-04 eta: 3:52:42 time: 0.4459 data_time: 0.0029 memory: 2282 loss: 0.3914 loss_cls: 0.1412 loss_bbox: 0.2501 2023/06/07 19:07:26 - mmengine - INFO - Epoch(train) [260][750/782] lr: 8.2990e-04 eta: 3:52:20 time: 0.4486 data_time: 0.0032 memory: 2282 loss: 0.3817 loss_cls: 0.1377 loss_bbox: 0.2440 2023/06/07 19:07:38 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:07:38 - mmengine - INFO - Saving checkpoint at 260 epochs 2023/06/07 19:07:42 - mmengine - INFO - Evaluating bbox... 2023/06/07 19:07:44 - mmengine - INFO - bbox_mAP_copypaste: 0.787 0.986 0.895 0.438 0.652 0.809 2023/06/07 19:07:44 - mmengine - INFO - Epoch(val) [260][43/43] coco/bbox_mAP: 0.7870 coco/bbox_mAP_50: 0.9860 coco/bbox_mAP_75: 0.8950 coco/bbox_mAP_s: 0.4380 coco/bbox_mAP_m: 0.6520 coco/bbox_mAP_l: 0.8090 data_time: 0.0354 time: 0.0612 2023/06/07 19:08:08 - mmengine - INFO - Epoch(train) [261][ 50/782] lr: 8.2680e-04 eta: 3:51:44 time: 0.4824 data_time: 0.0203 memory: 2282 loss: 0.3910 loss_cls: 0.1418 loss_bbox: 0.2492 2023/06/07 19:08:30 - mmengine - INFO - Epoch(train) [261][100/782] lr: 8.2491e-04 eta: 3:51:21 time: 0.4432 data_time: 0.0027 memory: 2282 loss: 0.3945 loss_cls: 0.1472 loss_bbox: 0.2473 2023/06/07 19:08:52 - mmengine - INFO - Epoch(train) [261][150/782] lr: 8.2303e-04 eta: 3:50:59 time: 0.4391 data_time: 0.0026 memory: 2282 loss: 0.3808 loss_cls: 0.1372 loss_bbox: 0.2436 2023/06/07 19:09:14 - mmengine - INFO - Epoch(train) [261][200/782] lr: 8.2114e-04 eta: 3:50:36 time: 0.4455 data_time: 0.0027 memory: 2282 loss: 0.3871 loss_cls: 0.1417 loss_bbox: 0.2454 2023/06/07 19:09:36 - mmengine - INFO - Epoch(train) [261][250/782] lr: 8.1926e-04 eta: 3:50:14 time: 0.4426 data_time: 0.0027 memory: 2282 loss: 0.3986 loss_cls: 0.1488 loss_bbox: 0.2498 2023/06/07 19:09:58 - mmengine - INFO - Epoch(train) [261][300/782] lr: 8.1739e-04 eta: 3:49:51 time: 0.4407 data_time: 0.0026 memory: 2282 loss: 0.3777 loss_cls: 0.1373 loss_bbox: 0.2404 2023/06/07 19:10:21 - mmengine - INFO - Epoch(train) [261][350/782] lr: 8.1551e-04 eta: 3:49:29 time: 0.4436 data_time: 0.0026 memory: 2282 loss: 0.3911 loss_cls: 0.1425 loss_bbox: 0.2486 2023/06/07 19:10:43 - mmengine - INFO - Epoch(train) [261][400/782] lr: 8.1364e-04 eta: 3:49:07 time: 0.4429 data_time: 0.0026 memory: 2282 loss: 0.3930 loss_cls: 0.1432 loss_bbox: 0.2498 2023/06/07 19:11:05 - mmengine - INFO - Epoch(train) [261][450/782] lr: 8.1176e-04 eta: 3:48:44 time: 0.4397 data_time: 0.0026 memory: 2282 loss: 0.3866 loss_cls: 0.1394 loss_bbox: 0.2472 2023/06/07 19:11:27 - mmengine - INFO - Epoch(train) [261][500/782] lr: 8.0990e-04 eta: 3:48:22 time: 0.4475 data_time: 0.0028 memory: 2282 loss: 0.3946 loss_cls: 0.1429 loss_bbox: 0.2517 2023/06/07 19:11:50 - mmengine - INFO - Epoch(train) [261][550/782] lr: 8.0803e-04 eta: 3:48:00 time: 0.4551 data_time: 0.0031 memory: 2282 loss: 0.3891 loss_cls: 0.1414 loss_bbox: 0.2477 2023/06/07 19:12:12 - mmengine - INFO - Epoch(train) [261][600/782] lr: 8.0616e-04 eta: 3:47:38 time: 0.4451 data_time: 0.0029 memory: 2282 loss: 0.3960 loss_cls: 0.1423 loss_bbox: 0.2537 2023/06/07 19:12:35 - mmengine - INFO - Epoch(train) [261][650/782] lr: 8.0430e-04 eta: 3:47:16 time: 0.4528 data_time: 0.0032 memory: 2282 loss: 0.3754 loss_cls: 0.1370 loss_bbox: 0.2384 2023/06/07 19:12:48 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:12:57 - mmengine - INFO - Epoch(train) [261][700/782] lr: 8.0244e-04 eta: 3:46:54 time: 0.4449 data_time: 0.0029 memory: 2282 loss: 0.3914 loss_cls: 0.1423 loss_bbox: 0.2492 2023/06/07 19:13:20 - mmengine - INFO - Epoch(train) [261][750/782] lr: 8.0059e-04 eta: 3:46:32 time: 0.4479 data_time: 0.0025 memory: 2282 loss: 0.3841 loss_cls: 0.1405 loss_bbox: 0.2436 2023/06/07 19:13:32 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:13:56 - mmengine - INFO - Epoch(train) [262][ 50/782] lr: 7.9754e-04 eta: 3:45:55 time: 0.4822 data_time: 0.0180 memory: 2282 loss: 0.4038 loss_cls: 0.1475 loss_bbox: 0.2564 2023/06/07 19:14:19 - mmengine - INFO - Epoch(train) [262][100/782] lr: 7.9569e-04 eta: 3:45:33 time: 0.4510 data_time: 0.0034 memory: 2282 loss: 0.3831 loss_cls: 0.1409 loss_bbox: 0.2422 2023/06/07 19:14:41 - mmengine - INFO - Epoch(train) [262][150/782] lr: 7.9384e-04 eta: 3:45:12 time: 0.4518 data_time: 0.0034 memory: 2282 loss: 0.3848 loss_cls: 0.1435 loss_bbox: 0.2413 2023/06/07 19:15:04 - mmengine - INFO - Epoch(train) [262][200/782] lr: 7.9200e-04 eta: 3:44:50 time: 0.4549 data_time: 0.0036 memory: 2282 loss: 0.3823 loss_cls: 0.1410 loss_bbox: 0.2413 2023/06/07 19:15:27 - mmengine - INFO - Epoch(train) [262][250/782] lr: 7.9015e-04 eta: 3:44:28 time: 0.4462 data_time: 0.0034 memory: 2282 loss: 0.3955 loss_cls: 0.1477 loss_bbox: 0.2478 2023/06/07 19:15:49 - mmengine - INFO - Epoch(train) [262][300/782] lr: 7.8831e-04 eta: 3:44:06 time: 0.4520 data_time: 0.0032 memory: 2282 loss: 0.4021 loss_cls: 0.1456 loss_bbox: 0.2565 2023/06/07 19:16:12 - mmengine - INFO - Epoch(train) [262][350/782] lr: 7.8647e-04 eta: 3:43:44 time: 0.4464 data_time: 0.0030 memory: 2282 loss: 0.3901 loss_cls: 0.1425 loss_bbox: 0.2476 2023/06/07 19:16:34 - mmengine - INFO - Epoch(train) [262][400/782] lr: 7.8463e-04 eta: 3:43:21 time: 0.4427 data_time: 0.0027 memory: 2282 loss: 0.3893 loss_cls: 0.1432 loss_bbox: 0.2462 2023/06/07 19:16:56 - mmengine - INFO - Epoch(train) [262][450/782] lr: 7.8280e-04 eta: 3:42:59 time: 0.4436 data_time: 0.0031 memory: 2282 loss: 0.3869 loss_cls: 0.1411 loss_bbox: 0.2458 2023/06/07 19:17:18 - mmengine - INFO - Epoch(train) [262][500/782] lr: 7.8097e-04 eta: 3:42:36 time: 0.4353 data_time: 0.0031 memory: 2282 loss: 0.3908 loss_cls: 0.1413 loss_bbox: 0.2495 2023/06/07 19:17:40 - mmengine - INFO - Epoch(train) [262][550/782] lr: 7.7914e-04 eta: 3:42:14 time: 0.4533 data_time: 0.0030 memory: 2282 loss: 0.3862 loss_cls: 0.1391 loss_bbox: 0.2471 2023/06/07 19:18:04 - mmengine - INFO - Epoch(train) [262][600/782] lr: 7.7731e-04 eta: 3:41:53 time: 0.4657 data_time: 0.0026 memory: 2282 loss: 0.3815 loss_cls: 0.1359 loss_bbox: 0.2455 2023/06/07 19:18:27 - mmengine - INFO - Epoch(train) [262][650/782] lr: 7.7548e-04 eta: 3:41:32 time: 0.4560 data_time: 0.0025 memory: 2282 loss: 0.3962 loss_cls: 0.1442 loss_bbox: 0.2520 2023/06/07 19:18:49 - mmengine - INFO - Epoch(train) [262][700/782] lr: 7.7366e-04 eta: 3:41:09 time: 0.4481 data_time: 0.0026 memory: 2282 loss: 0.3889 loss_cls: 0.1451 loss_bbox: 0.2438 2023/06/07 19:19:12 - mmengine - INFO - Epoch(train) [262][750/782] lr: 7.7184e-04 eta: 3:40:48 time: 0.4526 data_time: 0.0027 memory: 2282 loss: 0.3873 loss_cls: 0.1433 loss_bbox: 0.2440 2023/06/07 19:19:24 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:19:51 - mmengine - INFO - Epoch(train) [263][ 50/782] lr: 7.6886e-04 eta: 3:40:15 time: 0.5399 data_time: 0.0536 memory: 2282 loss: 0.3782 loss_cls: 0.1326 loss_bbox: 0.2456 2023/06/07 19:20:14 - mmengine - INFO - Epoch(train) [263][100/782] lr: 7.6704e-04 eta: 3:39:53 time: 0.4472 data_time: 0.0026 memory: 2282 loss: 0.3830 loss_cls: 0.1377 loss_bbox: 0.2453 2023/06/07 19:20:21 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:20:36 - mmengine - INFO - Epoch(train) [263][150/782] lr: 7.6523e-04 eta: 3:39:30 time: 0.4423 data_time: 0.0027 memory: 2282 loss: 0.3760 loss_cls: 0.1371 loss_bbox: 0.2390 2023/06/07 19:20:59 - mmengine - INFO - Epoch(train) [263][200/782] lr: 7.6342e-04 eta: 3:39:09 time: 0.4593 data_time: 0.0026 memory: 2282 loss: 0.3949 loss_cls: 0.1447 loss_bbox: 0.2502 2023/06/07 19:21:22 - mmengine - INFO - Epoch(train) [263][250/782] lr: 7.6162e-04 eta: 3:38:47 time: 0.4533 data_time: 0.0029 memory: 2282 loss: 0.3858 loss_cls: 0.1425 loss_bbox: 0.2433 2023/06/07 19:21:44 - mmengine - INFO - Epoch(train) [263][300/782] lr: 7.5981e-04 eta: 3:38:25 time: 0.4512 data_time: 0.0028 memory: 2282 loss: 0.3881 loss_cls: 0.1405 loss_bbox: 0.2477 2023/06/07 19:22:07 - mmengine - INFO - Epoch(train) [263][350/782] lr: 7.5801e-04 eta: 3:38:03 time: 0.4548 data_time: 0.0029 memory: 2282 loss: 0.3806 loss_cls: 0.1382 loss_bbox: 0.2424 2023/06/07 19:22:30 - mmengine - INFO - Epoch(train) [263][400/782] lr: 7.5621e-04 eta: 3:37:41 time: 0.4496 data_time: 0.0030 memory: 2282 loss: 0.3850 loss_cls: 0.1375 loss_bbox: 0.2475 2023/06/07 19:22:52 - mmengine - INFO - Epoch(train) [263][450/782] lr: 7.5441e-04 eta: 3:37:20 time: 0.4535 data_time: 0.0027 memory: 2282 loss: 0.3893 loss_cls: 0.1400 loss_bbox: 0.2493 2023/06/07 19:23:15 - mmengine - INFO - Epoch(train) [263][500/782] lr: 7.5262e-04 eta: 3:36:58 time: 0.4508 data_time: 0.0029 memory: 2282 loss: 0.3880 loss_cls: 0.1424 loss_bbox: 0.2456 2023/06/07 19:23:37 - mmengine - INFO - Epoch(train) [263][550/782] lr: 7.5082e-04 eta: 3:36:36 time: 0.4520 data_time: 0.0027 memory: 2282 loss: 0.3998 loss_cls: 0.1516 loss_bbox: 0.2482 2023/06/07 19:24:00 - mmengine - INFO - Epoch(train) [263][600/782] lr: 7.4903e-04 eta: 3:36:13 time: 0.4468 data_time: 0.0027 memory: 2282 loss: 0.3868 loss_cls: 0.1417 loss_bbox: 0.2451 2023/06/07 19:24:22 - mmengine - INFO - Epoch(train) [263][650/782] lr: 7.4725e-04 eta: 3:35:51 time: 0.4456 data_time: 0.0026 memory: 2282 loss: 0.3987 loss_cls: 0.1476 loss_bbox: 0.2511 2023/06/07 19:24:45 - mmengine - INFO - Epoch(train) [263][700/782] lr: 7.4546e-04 eta: 3:35:29 time: 0.4497 data_time: 0.0028 memory: 2282 loss: 0.3871 loss_cls: 0.1386 loss_bbox: 0.2485 2023/06/07 19:25:07 - mmengine - INFO - Epoch(train) [263][750/782] lr: 7.4368e-04 eta: 3:35:07 time: 0.4389 data_time: 0.0031 memory: 2282 loss: 0.3927 loss_cls: 0.1425 loss_bbox: 0.2501 2023/06/07 19:25:19 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:25:43 - mmengine - INFO - Epoch(train) [264][ 50/782] lr: 7.4076e-04 eta: 3:34:29 time: 0.4734 data_time: 0.0171 memory: 2282 loss: 0.3872 loss_cls: 0.1393 loss_bbox: 0.2479 2023/06/07 19:26:05 - mmengine - INFO - Epoch(train) [264][100/782] lr: 7.3898e-04 eta: 3:34:07 time: 0.4408 data_time: 0.0027 memory: 2282 loss: 0.3877 loss_cls: 0.1407 loss_bbox: 0.2471 2023/06/07 19:26:27 - mmengine - INFO - Epoch(train) [264][150/782] lr: 7.3721e-04 eta: 3:33:45 time: 0.4460 data_time: 0.0026 memory: 2282 loss: 0.3863 loss_cls: 0.1387 loss_bbox: 0.2477 2023/06/07 19:26:49 - mmengine - INFO - Epoch(train) [264][200/782] lr: 7.3544e-04 eta: 3:33:22 time: 0.4457 data_time: 0.0027 memory: 2282 loss: 0.3815 loss_cls: 0.1385 loss_bbox: 0.2430 2023/06/07 19:27:12 - mmengine - INFO - Epoch(train) [264][250/782] lr: 7.3367e-04 eta: 3:33:00 time: 0.4476 data_time: 0.0031 memory: 2282 loss: 0.3898 loss_cls: 0.1416 loss_bbox: 0.2483 2023/06/07 19:27:34 - mmengine - INFO - Epoch(train) [264][300/782] lr: 7.3190e-04 eta: 3:32:38 time: 0.4493 data_time: 0.0028 memory: 2282 loss: 0.3821 loss_cls: 0.1413 loss_bbox: 0.2408 2023/06/07 19:27:49 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:27:57 - mmengine - INFO - Epoch(train) [264][350/782] lr: 7.3014e-04 eta: 3:32:16 time: 0.4501 data_time: 0.0029 memory: 2282 loss: 0.3903 loss_cls: 0.1456 loss_bbox: 0.2447 2023/06/07 19:28:19 - mmengine - INFO - Epoch(train) [264][400/782] lr: 7.2837e-04 eta: 3:31:54 time: 0.4457 data_time: 0.0030 memory: 2282 loss: 0.3998 loss_cls: 0.1489 loss_bbox: 0.2509 2023/06/07 19:28:41 - mmengine - INFO - Epoch(train) [264][450/782] lr: 7.2661e-04 eta: 3:31:31 time: 0.4407 data_time: 0.0027 memory: 2282 loss: 0.3931 loss_cls: 0.1444 loss_bbox: 0.2488 2023/06/07 19:29:04 - mmengine - INFO - Epoch(train) [264][500/782] lr: 7.2486e-04 eta: 3:31:09 time: 0.4536 data_time: 0.0029 memory: 2282 loss: 0.3827 loss_cls: 0.1398 loss_bbox: 0.2429 2023/06/07 19:29:26 - mmengine - INFO - Epoch(train) [264][550/782] lr: 7.2310e-04 eta: 3:30:47 time: 0.4492 data_time: 0.0029 memory: 2282 loss: 0.3825 loss_cls: 0.1353 loss_bbox: 0.2472 2023/06/07 19:29:49 - mmengine - INFO - Epoch(train) [264][600/782] lr: 7.2135e-04 eta: 3:30:25 time: 0.4480 data_time: 0.0027 memory: 2282 loss: 0.3859 loss_cls: 0.1426 loss_bbox: 0.2434 2023/06/07 19:30:11 - mmengine - INFO - Epoch(train) [264][650/782] lr: 7.1960e-04 eta: 3:30:03 time: 0.4454 data_time: 0.0027 memory: 2282 loss: 0.3915 loss_cls: 0.1420 loss_bbox: 0.2495 2023/06/07 19:30:34 - mmengine - INFO - Epoch(train) [264][700/782] lr: 7.1785e-04 eta: 3:29:41 time: 0.4506 data_time: 0.0028 memory: 2282 loss: 0.4046 loss_cls: 0.1479 loss_bbox: 0.2567 2023/06/07 19:30:56 - mmengine - INFO - Epoch(train) [264][750/782] lr: 7.1611e-04 eta: 3:29:18 time: 0.4445 data_time: 0.0029 memory: 2282 loss: 0.3744 loss_cls: 0.1344 loss_bbox: 0.2400 2023/06/07 19:31:08 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:31:33 - mmengine - INFO - Epoch(train) [265][ 50/782] lr: 7.1325e-04 eta: 3:28:42 time: 0.4916 data_time: 0.0265 memory: 2282 loss: 0.3835 loss_cls: 0.1396 loss_bbox: 0.2438 2023/06/07 19:31:55 - mmengine - INFO - Epoch(train) [265][100/782] lr: 7.1152e-04 eta: 3:28:20 time: 0.4492 data_time: 0.0029 memory: 2282 loss: 0.3632 loss_cls: 0.1259 loss_bbox: 0.2373 2023/06/07 19:32:17 - mmengine - INFO - Epoch(train) [265][150/782] lr: 7.0978e-04 eta: 3:27:58 time: 0.4433 data_time: 0.0028 memory: 2282 loss: 0.3981 loss_cls: 0.1460 loss_bbox: 0.2521 2023/06/07 19:32:40 - mmengine - INFO - Epoch(train) [265][200/782] lr: 7.0805e-04 eta: 3:27:36 time: 0.4469 data_time: 0.0026 memory: 2282 loss: 0.3958 loss_cls: 0.1411 loss_bbox: 0.2548 2023/06/07 19:33:02 - mmengine - INFO - Epoch(train) [265][250/782] lr: 7.0632e-04 eta: 3:27:13 time: 0.4410 data_time: 0.0026 memory: 2282 loss: 0.3738 loss_cls: 0.1382 loss_bbox: 0.2356 2023/06/07 19:33:24 - mmengine - INFO - Epoch(train) [265][300/782] lr: 7.0459e-04 eta: 3:26:51 time: 0.4508 data_time: 0.0028 memory: 2282 loss: 0.3916 loss_cls: 0.1425 loss_bbox: 0.2491 2023/06/07 19:33:47 - mmengine - INFO - Epoch(train) [265][350/782] lr: 7.0286e-04 eta: 3:26:29 time: 0.4461 data_time: 0.0026 memory: 2282 loss: 0.3909 loss_cls: 0.1441 loss_bbox: 0.2469 2023/06/07 19:34:09 - mmengine - INFO - Epoch(train) [265][400/782] lr: 7.0114e-04 eta: 3:26:06 time: 0.4437 data_time: 0.0028 memory: 2282 loss: 0.3982 loss_cls: 0.1484 loss_bbox: 0.2498 2023/06/07 19:34:31 - mmengine - INFO - Epoch(train) [265][450/782] lr: 6.9942e-04 eta: 3:25:44 time: 0.4468 data_time: 0.0028 memory: 2282 loss: 0.3895 loss_cls: 0.1419 loss_bbox: 0.2477 2023/06/07 19:34:54 - mmengine - INFO - Epoch(train) [265][500/782] lr: 6.9770e-04 eta: 3:25:22 time: 0.4446 data_time: 0.0028 memory: 2282 loss: 0.3676 loss_cls: 0.1328 loss_bbox: 0.2347 2023/06/07 19:35:16 - mmengine - INFO - Epoch(train) [265][550/782] lr: 6.9599e-04 eta: 3:24:59 time: 0.4424 data_time: 0.0030 memory: 2282 loss: 0.3952 loss_cls: 0.1466 loss_bbox: 0.2486 2023/06/07 19:35:17 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:35:38 - mmengine - INFO - Epoch(train) [265][600/782] lr: 6.9427e-04 eta: 3:24:37 time: 0.4447 data_time: 0.0028 memory: 2282 loss: 0.3965 loss_cls: 0.1471 loss_bbox: 0.2494 2023/06/07 19:36:00 - mmengine - INFO - Epoch(train) [265][650/782] lr: 6.9256e-04 eta: 3:24:15 time: 0.4470 data_time: 0.0027 memory: 2282 loss: 0.3755 loss_cls: 0.1342 loss_bbox: 0.2413 2023/06/07 19:36:23 - mmengine - INFO - Epoch(train) [265][700/782] lr: 6.9085e-04 eta: 3:23:53 time: 0.4486 data_time: 0.0028 memory: 2282 loss: 0.3703 loss_cls: 0.1301 loss_bbox: 0.2402 2023/06/07 19:36:45 - mmengine - INFO - Epoch(train) [265][750/782] lr: 6.8915e-04 eta: 3:23:30 time: 0.4466 data_time: 0.0027 memory: 2282 loss: 0.3731 loss_cls: 0.1370 loss_bbox: 0.2360 2023/06/07 19:36:58 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:37:21 - mmengine - INFO - Epoch(train) [266][ 50/782] lr: 6.8636e-04 eta: 3:22:54 time: 0.4769 data_time: 0.0163 memory: 2282 loss: 0.3816 loss_cls: 0.1418 loss_bbox: 0.2398 2023/06/07 19:37:44 - mmengine - INFO - Epoch(train) [266][100/782] lr: 6.8466e-04 eta: 3:22:32 time: 0.4574 data_time: 0.0029 memory: 2282 loss: 0.3817 loss_cls: 0.1388 loss_bbox: 0.2428 2023/06/07 19:38:07 - mmengine - INFO - Epoch(train) [266][150/782] lr: 6.8296e-04 eta: 3:22:10 time: 0.4487 data_time: 0.0031 memory: 2282 loss: 0.3909 loss_cls: 0.1450 loss_bbox: 0.2459 2023/06/07 19:38:29 - mmengine - INFO - Epoch(train) [266][200/782] lr: 6.8127e-04 eta: 3:21:48 time: 0.4489 data_time: 0.0029 memory: 2282 loss: 0.3855 loss_cls: 0.1413 loss_bbox: 0.2442 2023/06/07 19:38:52 - mmengine - INFO - Epoch(train) [266][250/782] lr: 6.7958e-04 eta: 3:21:25 time: 0.4471 data_time: 0.0030 memory: 2282 loss: 0.3970 loss_cls: 0.1468 loss_bbox: 0.2501 2023/06/07 19:39:14 - mmengine - INFO - Epoch(train) [266][300/782] lr: 6.7789e-04 eta: 3:21:03 time: 0.4501 data_time: 0.0031 memory: 2282 loss: 0.3816 loss_cls: 0.1356 loss_bbox: 0.2459 2023/06/07 19:39:36 - mmengine - INFO - Epoch(train) [266][350/782] lr: 6.7620e-04 eta: 3:20:41 time: 0.4441 data_time: 0.0028 memory: 2282 loss: 0.3808 loss_cls: 0.1392 loss_bbox: 0.2415 2023/06/07 19:39:59 - mmengine - INFO - Epoch(train) [266][400/782] lr: 6.7452e-04 eta: 3:20:19 time: 0.4458 data_time: 0.0028 memory: 2282 loss: 0.3927 loss_cls: 0.1443 loss_bbox: 0.2483 2023/06/07 19:40:21 - mmengine - INFO - Epoch(train) [266][450/782] lr: 6.7284e-04 eta: 3:19:56 time: 0.4416 data_time: 0.0026 memory: 2282 loss: 0.3807 loss_cls: 0.1371 loss_bbox: 0.2436 2023/06/07 19:40:43 - mmengine - INFO - Epoch(train) [266][500/782] lr: 6.7116e-04 eta: 3:19:34 time: 0.4501 data_time: 0.0029 memory: 2282 loss: 0.3900 loss_cls: 0.1449 loss_bbox: 0.2451 2023/06/07 19:41:06 - mmengine - INFO - Epoch(train) [266][550/782] lr: 6.6948e-04 eta: 3:19:12 time: 0.4480 data_time: 0.0031 memory: 2282 loss: 0.3888 loss_cls: 0.1416 loss_bbox: 0.2472 2023/06/07 19:41:28 - mmengine - INFO - Epoch(train) [266][600/782] lr: 6.6781e-04 eta: 3:18:50 time: 0.4480 data_time: 0.0028 memory: 2282 loss: 0.3772 loss_cls: 0.1362 loss_bbox: 0.2409 2023/06/07 19:41:50 - mmengine - INFO - Epoch(train) [266][650/782] lr: 6.6614e-04 eta: 3:18:28 time: 0.4445 data_time: 0.0027 memory: 2282 loss: 0.3717 loss_cls: 0.1332 loss_bbox: 0.2385 2023/06/07 19:42:13 - mmengine - INFO - Epoch(train) [266][700/782] lr: 6.6447e-04 eta: 3:18:05 time: 0.4434 data_time: 0.0028 memory: 2282 loss: 0.3846 loss_cls: 0.1434 loss_bbox: 0.2412 2023/06/07 19:42:35 - mmengine - INFO - Epoch(train) [266][750/782] lr: 6.6281e-04 eta: 3:17:43 time: 0.4406 data_time: 0.0027 memory: 2282 loss: 0.3881 loss_cls: 0.1372 loss_bbox: 0.2509 2023/06/07 19:42:43 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:42:47 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:43:11 - mmengine - INFO - Epoch(train) [267][ 50/782] lr: 6.6008e-04 eta: 3:17:06 time: 0.4849 data_time: 0.0165 memory: 2282 loss: 0.3663 loss_cls: 0.1319 loss_bbox: 0.2344 2023/06/07 19:43:33 - mmengine - INFO - Epoch(train) [267][100/782] lr: 6.5842e-04 eta: 3:16:43 time: 0.4405 data_time: 0.0037 memory: 2282 loss: 0.3803 loss_cls: 0.1375 loss_bbox: 0.2428 2023/06/07 19:43:55 - mmengine - INFO - Epoch(train) [267][150/782] lr: 6.5677e-04 eta: 3:16:21 time: 0.4379 data_time: 0.0027 memory: 2282 loss: 0.3936 loss_cls: 0.1459 loss_bbox: 0.2477 2023/06/07 19:44:17 - mmengine - INFO - Epoch(train) [267][200/782] lr: 6.5511e-04 eta: 3:15:58 time: 0.4420 data_time: 0.0026 memory: 2282 loss: 0.3835 loss_cls: 0.1386 loss_bbox: 0.2448 2023/06/07 19:44:40 - mmengine - INFO - Epoch(train) [267][250/782] lr: 6.5346e-04 eta: 3:15:36 time: 0.4497 data_time: 0.0029 memory: 2282 loss: 0.3907 loss_cls: 0.1426 loss_bbox: 0.2482 2023/06/07 19:45:02 - mmengine - INFO - Epoch(train) [267][300/782] lr: 6.5181e-04 eta: 3:15:14 time: 0.4471 data_time: 0.0028 memory: 2282 loss: 0.3800 loss_cls: 0.1360 loss_bbox: 0.2440 2023/06/07 19:45:25 - mmengine - INFO - Epoch(train) [267][350/782] lr: 6.5017e-04 eta: 3:14:52 time: 0.4481 data_time: 0.0027 memory: 2282 loss: 0.3919 loss_cls: 0.1444 loss_bbox: 0.2475 2023/06/07 19:45:47 - mmengine - INFO - Epoch(train) [267][400/782] lr: 6.4852e-04 eta: 3:14:30 time: 0.4440 data_time: 0.0030 memory: 2282 loss: 0.3880 loss_cls: 0.1370 loss_bbox: 0.2509 2023/06/07 19:46:09 - mmengine - INFO - Epoch(train) [267][450/782] lr: 6.4688e-04 eta: 3:14:07 time: 0.4468 data_time: 0.0027 memory: 2282 loss: 0.3793 loss_cls: 0.1370 loss_bbox: 0.2424 2023/06/07 19:46:31 - mmengine - INFO - Epoch(train) [267][500/782] lr: 6.4525e-04 eta: 3:13:45 time: 0.4387 data_time: 0.0028 memory: 2282 loss: 0.3796 loss_cls: 0.1382 loss_bbox: 0.2414 2023/06/07 19:46:54 - mmengine - INFO - Epoch(train) [267][550/782] lr: 6.4361e-04 eta: 3:13:22 time: 0.4453 data_time: 0.0028 memory: 2282 loss: 0.3811 loss_cls: 0.1395 loss_bbox: 0.2415 2023/06/07 19:47:16 - mmengine - INFO - Epoch(train) [267][600/782] lr: 6.4198e-04 eta: 3:13:00 time: 0.4462 data_time: 0.0028 memory: 2282 loss: 0.3788 loss_cls: 0.1375 loss_bbox: 0.2413 2023/06/07 19:47:38 - mmengine - INFO - Epoch(train) [267][650/782] lr: 6.4035e-04 eta: 3:12:38 time: 0.4396 data_time: 0.0028 memory: 2282 loss: 0.3829 loss_cls: 0.1404 loss_bbox: 0.2424 2023/06/07 19:48:00 - mmengine - INFO - Epoch(train) [267][700/782] lr: 6.3872e-04 eta: 3:12:16 time: 0.4494 data_time: 0.0026 memory: 2282 loss: 0.3864 loss_cls: 0.1414 loss_bbox: 0.2451 2023/06/07 19:48:23 - mmengine - INFO - Epoch(train) [267][750/782] lr: 6.3710e-04 eta: 3:11:53 time: 0.4471 data_time: 0.0029 memory: 2282 loss: 0.3789 loss_cls: 0.1371 loss_bbox: 0.2417 2023/06/07 19:48:35 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:48:59 - mmengine - INFO - Epoch(train) [268][ 50/782] lr: 6.3444e-04 eta: 3:11:17 time: 0.4787 data_time: 0.0160 memory: 2282 loss: 0.3926 loss_cls: 0.1418 loss_bbox: 0.2508 2023/06/07 19:49:22 - mmengine - INFO - Epoch(train) [268][100/782] lr: 6.3282e-04 eta: 3:10:55 time: 0.4509 data_time: 0.0027 memory: 2282 loss: 0.3866 loss_cls: 0.1360 loss_bbox: 0.2506 2023/06/07 19:49:44 - mmengine - INFO - Epoch(train) [268][150/782] lr: 6.3120e-04 eta: 3:10:32 time: 0.4484 data_time: 0.0028 memory: 2282 loss: 0.3879 loss_cls: 0.1374 loss_bbox: 0.2505 2023/06/07 19:50:06 - mmengine - INFO - Epoch(train) [268][200/782] lr: 6.2959e-04 eta: 3:10:10 time: 0.4468 data_time: 0.0026 memory: 2282 loss: 0.3859 loss_cls: 0.1449 loss_bbox: 0.2410 2023/06/07 19:50:09 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:50:29 - mmengine - INFO - Epoch(train) [268][250/782] lr: 6.2798e-04 eta: 3:09:48 time: 0.4434 data_time: 0.0026 memory: 2282 loss: 0.3821 loss_cls: 0.1374 loss_bbox: 0.2447 2023/06/07 19:50:51 - mmengine - INFO - Epoch(train) [268][300/782] lr: 6.2637e-04 eta: 3:09:26 time: 0.4473 data_time: 0.0027 memory: 2282 loss: 0.3827 loss_cls: 0.1378 loss_bbox: 0.2449 2023/06/07 19:51:13 - mmengine - INFO - Epoch(train) [268][350/782] lr: 6.2477e-04 eta: 3:09:03 time: 0.4483 data_time: 0.0029 memory: 2282 loss: 0.3850 loss_cls: 0.1390 loss_bbox: 0.2460 2023/06/07 19:51:36 - mmengine - INFO - Epoch(train) [268][400/782] lr: 6.2317e-04 eta: 3:08:41 time: 0.4471 data_time: 0.0030 memory: 2282 loss: 0.3818 loss_cls: 0.1408 loss_bbox: 0.2409 2023/06/07 19:51:58 - mmengine - INFO - Epoch(train) [268][450/782] lr: 6.2157e-04 eta: 3:08:19 time: 0.4421 data_time: 0.0026 memory: 2282 loss: 0.3879 loss_cls: 0.1388 loss_bbox: 0.2492 2023/06/07 19:52:20 - mmengine - INFO - Epoch(train) [268][500/782] lr: 6.1997e-04 eta: 3:07:56 time: 0.4453 data_time: 0.0027 memory: 2282 loss: 0.3930 loss_cls: 0.1407 loss_bbox: 0.2523 2023/06/07 19:52:42 - mmengine - INFO - Epoch(train) [268][550/782] lr: 6.1838e-04 eta: 3:07:34 time: 0.4408 data_time: 0.0026 memory: 2282 loss: 0.3808 loss_cls: 0.1352 loss_bbox: 0.2456 2023/06/07 19:53:04 - mmengine - INFO - Epoch(train) [268][600/782] lr: 6.1678e-04 eta: 3:07:12 time: 0.4415 data_time: 0.0026 memory: 2282 loss: 0.3797 loss_cls: 0.1364 loss_bbox: 0.2434 2023/06/07 19:53:27 - mmengine - INFO - Epoch(train) [268][650/782] lr: 6.1520e-04 eta: 3:06:49 time: 0.4475 data_time: 0.0027 memory: 2282 loss: 0.3784 loss_cls: 0.1357 loss_bbox: 0.2427 2023/06/07 19:53:49 - mmengine - INFO - Epoch(train) [268][700/782] lr: 6.1361e-04 eta: 3:06:27 time: 0.4414 data_time: 0.0028 memory: 2282 loss: 0.3829 loss_cls: 0.1378 loss_bbox: 0.2452 2023/06/07 19:54:11 - mmengine - INFO - Epoch(train) [268][750/782] lr: 6.1203e-04 eta: 3:06:05 time: 0.4473 data_time: 0.0029 memory: 2282 loss: 0.3895 loss_cls: 0.1416 loss_bbox: 0.2478 2023/06/07 19:54:24 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:54:48 - mmengine - INFO - Epoch(train) [269][ 50/782] lr: 6.0943e-04 eta: 3:05:28 time: 0.4855 data_time: 0.0145 memory: 2282 loss: 0.3816 loss_cls: 0.1386 loss_bbox: 0.2431 2023/06/07 19:55:10 - mmengine - INFO - Epoch(train) [269][100/782] lr: 6.0786e-04 eta: 3:05:06 time: 0.4415 data_time: 0.0029 memory: 2282 loss: 0.3848 loss_cls: 0.1341 loss_bbox: 0.2507 2023/06/07 19:55:33 - mmengine - INFO - Epoch(train) [269][150/782] lr: 6.0628e-04 eta: 3:04:44 time: 0.4493 data_time: 0.0029 memory: 2282 loss: 0.3829 loss_cls: 0.1406 loss_bbox: 0.2422 2023/06/07 19:55:55 - mmengine - INFO - Epoch(train) [269][200/782] lr: 6.0471e-04 eta: 3:04:22 time: 0.4462 data_time: 0.0028 memory: 2282 loss: 0.3817 loss_cls: 0.1414 loss_bbox: 0.2402 2023/06/07 19:56:17 - mmengine - INFO - Epoch(train) [269][250/782] lr: 6.0315e-04 eta: 3:03:59 time: 0.4440 data_time: 0.0027 memory: 2282 loss: 0.3767 loss_cls: 0.1359 loss_bbox: 0.2408 2023/06/07 19:56:40 - mmengine - INFO - Epoch(train) [269][300/782] lr: 6.0158e-04 eta: 3:03:37 time: 0.4422 data_time: 0.0027 memory: 2282 loss: 0.3905 loss_cls: 0.1443 loss_bbox: 0.2463 2023/06/07 19:57:02 - mmengine - INFO - Epoch(train) [269][350/782] lr: 6.0002e-04 eta: 3:03:15 time: 0.4545 data_time: 0.0029 memory: 2282 loss: 0.3801 loss_cls: 0.1380 loss_bbox: 0.2421 2023/06/07 19:57:24 - mmengine - INFO - Epoch(train) [269][400/782] lr: 5.9846e-04 eta: 3:02:52 time: 0.4416 data_time: 0.0026 memory: 2282 loss: 0.3862 loss_cls: 0.1371 loss_bbox: 0.2491 2023/06/07 19:57:35 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 19:57:46 - mmengine - INFO - Epoch(train) [269][450/782] lr: 5.9690e-04 eta: 3:02:30 time: 0.4393 data_time: 0.0028 memory: 2282 loss: 0.3849 loss_cls: 0.1395 loss_bbox: 0.2454 2023/06/07 19:58:09 - mmengine - INFO - Epoch(train) [269][500/782] lr: 5.9534e-04 eta: 3:02:08 time: 0.4475 data_time: 0.0027 memory: 2282 loss: 0.3902 loss_cls: 0.1388 loss_bbox: 0.2514 2023/06/07 19:58:31 - mmengine - INFO - Epoch(train) [269][550/782] lr: 5.9379e-04 eta: 3:01:45 time: 0.4443 data_time: 0.0029 memory: 2282 loss: 0.3853 loss_cls: 0.1383 loss_bbox: 0.2470 2023/06/07 19:58:53 - mmengine - INFO - Epoch(train) [269][600/782] lr: 5.9224e-04 eta: 3:01:23 time: 0.4456 data_time: 0.0026 memory: 2282 loss: 0.3751 loss_cls: 0.1336 loss_bbox: 0.2416 2023/06/07 19:59:16 - mmengine - INFO - Epoch(train) [269][650/782] lr: 5.9069e-04 eta: 3:01:01 time: 0.4444 data_time: 0.0027 memory: 2282 loss: 0.3770 loss_cls: 0.1379 loss_bbox: 0.2391 2023/06/07 19:59:38 - mmengine - INFO - Epoch(train) [269][700/782] lr: 5.8915e-04 eta: 3:00:38 time: 0.4449 data_time: 0.0026 memory: 2282 loss: 0.3712 loss_cls: 0.1336 loss_bbox: 0.2377 2023/06/07 20:00:00 - mmengine - INFO - Epoch(train) [269][750/782] lr: 5.8761e-04 eta: 3:00:16 time: 0.4348 data_time: 0.0030 memory: 2282 loss: 0.3805 loss_cls: 0.1399 loss_bbox: 0.2406 2023/06/07 20:00:12 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:00:36 - mmengine - INFO - Epoch(train) [270][ 50/782] lr: 5.8509e-04 eta: 2:59:39 time: 0.4799 data_time: 0.0228 memory: 2282 loss: 0.3719 loss_cls: 0.1350 loss_bbox: 0.2369 2023/06/07 20:00:58 - mmengine - INFO - Epoch(train) [270][100/782] lr: 5.8355e-04 eta: 2:59:16 time: 0.4451 data_time: 0.0028 memory: 2282 loss: 0.3701 loss_cls: 0.1318 loss_bbox: 0.2383 2023/06/07 20:01:20 - mmengine - INFO - Epoch(train) [270][150/782] lr: 5.8202e-04 eta: 2:58:54 time: 0.4392 data_time: 0.0025 memory: 2282 loss: 0.3943 loss_cls: 0.1469 loss_bbox: 0.2474 2023/06/07 20:01:42 - mmengine - INFO - Epoch(train) [270][200/782] lr: 5.8049e-04 eta: 2:58:32 time: 0.4451 data_time: 0.0025 memory: 2282 loss: 0.3771 loss_cls: 0.1400 loss_bbox: 0.2371 2023/06/07 20:02:04 - mmengine - INFO - Epoch(train) [270][250/782] lr: 5.7897e-04 eta: 2:58:09 time: 0.4414 data_time: 0.0026 memory: 2282 loss: 0.3860 loss_cls: 0.1392 loss_bbox: 0.2467 2023/06/07 20:02:26 - mmengine - INFO - Epoch(train) [270][300/782] lr: 5.7744e-04 eta: 2:57:47 time: 0.4427 data_time: 0.0027 memory: 2282 loss: 0.3759 loss_cls: 0.1335 loss_bbox: 0.2424 2023/06/07 20:02:49 - mmengine - INFO - Epoch(train) [270][350/782] lr: 5.7592e-04 eta: 2:57:25 time: 0.4451 data_time: 0.0026 memory: 2282 loss: 0.3740 loss_cls: 0.1356 loss_bbox: 0.2384 2023/06/07 20:03:11 - mmengine - INFO - Epoch(train) [270][400/782] lr: 5.7440e-04 eta: 2:57:02 time: 0.4462 data_time: 0.0032 memory: 2282 loss: 0.3744 loss_cls: 0.1361 loss_bbox: 0.2383 2023/06/07 20:03:33 - mmengine - INFO - Epoch(train) [270][450/782] lr: 5.7289e-04 eta: 2:56:40 time: 0.4414 data_time: 0.0027 memory: 2282 loss: 0.3859 loss_cls: 0.1426 loss_bbox: 0.2433 2023/06/07 20:03:55 - mmengine - INFO - Epoch(train) [270][500/782] lr: 5.7138e-04 eta: 2:56:17 time: 0.4387 data_time: 0.0026 memory: 2282 loss: 0.3818 loss_cls: 0.1376 loss_bbox: 0.2442 2023/06/07 20:04:17 - mmengine - INFO - Epoch(train) [270][550/782] lr: 5.6987e-04 eta: 2:55:55 time: 0.4452 data_time: 0.0029 memory: 2282 loss: 0.3805 loss_cls: 0.1361 loss_bbox: 0.2444 2023/06/07 20:04:40 - mmengine - INFO - Epoch(train) [270][600/782] lr: 5.6836e-04 eta: 2:55:33 time: 0.4435 data_time: 0.0027 memory: 2282 loss: 0.3728 loss_cls: 0.1310 loss_bbox: 0.2419 2023/06/07 20:04:58 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:05:02 - mmengine - INFO - Epoch(train) [270][650/782] lr: 5.6686e-04 eta: 2:55:10 time: 0.4464 data_time: 0.0031 memory: 2282 loss: 0.3830 loss_cls: 0.1391 loss_bbox: 0.2439 2023/06/07 20:05:24 - mmengine - INFO - Epoch(train) [270][700/782] lr: 5.6535e-04 eta: 2:54:48 time: 0.4460 data_time: 0.0029 memory: 2282 loss: 0.3801 loss_cls: 0.1388 loss_bbox: 0.2413 2023/06/07 20:05:47 - mmengine - INFO - Epoch(train) [270][750/782] lr: 5.6386e-04 eta: 2:54:26 time: 0.4462 data_time: 0.0029 memory: 2282 loss: 0.3797 loss_cls: 0.1353 loss_bbox: 0.2444 2023/06/07 20:05:59 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:05:59 - mmengine - INFO - Saving checkpoint at 270 epochs 2023/06/07 20:06:03 - mmengine - INFO - Evaluating bbox... 2023/06/07 20:06:04 - mmengine - INFO - bbox_mAP_copypaste: 0.789 0.986 0.898 0.416 0.651 0.811 2023/06/07 20:06:04 - mmengine - INFO - Epoch(val) [270][43/43] coco/bbox_mAP: 0.7890 coco/bbox_mAP_50: 0.9860 coco/bbox_mAP_75: 0.8980 coco/bbox_mAP_s: 0.4160 coco/bbox_mAP_m: 0.6510 coco/bbox_mAP_l: 0.8110 data_time: 0.0360 time: 0.0622 2023/06/07 20:06:29 - mmengine - INFO - Epoch(train) [271][ 50/782] lr: 5.6140e-04 eta: 2:53:49 time: 0.4824 data_time: 0.0190 memory: 2282 loss: 0.3925 loss_cls: 0.1463 loss_bbox: 0.2461 2023/06/07 20:06:51 - mmengine - INFO - Epoch(train) [271][100/782] lr: 5.5991e-04 eta: 2:53:27 time: 0.4506 data_time: 0.0031 memory: 2282 loss: 0.3769 loss_cls: 0.1399 loss_bbox: 0.2370 2023/06/07 20:07:14 - mmengine - INFO - Epoch(train) [271][150/782] lr: 5.5842e-04 eta: 2:53:05 time: 0.4479 data_time: 0.0034 memory: 2282 loss: 0.3723 loss_cls: 0.1357 loss_bbox: 0.2367 2023/06/07 20:07:36 - mmengine - INFO - Epoch(train) [271][200/782] lr: 5.5694e-04 eta: 2:52:43 time: 0.4418 data_time: 0.0033 memory: 2282 loss: 0.3882 loss_cls: 0.1416 loss_bbox: 0.2466 2023/06/07 20:07:58 - mmengine - INFO - Epoch(train) [271][250/782] lr: 5.5545e-04 eta: 2:52:21 time: 0.4544 data_time: 0.0033 memory: 2282 loss: 0.3908 loss_cls: 0.1424 loss_bbox: 0.2483 2023/06/07 20:08:21 - mmengine - INFO - Epoch(train) [271][300/782] lr: 5.5397e-04 eta: 2:51:59 time: 0.4493 data_time: 0.0036 memory: 2282 loss: 0.3687 loss_cls: 0.1365 loss_bbox: 0.2322 2023/06/07 20:08:44 - mmengine - INFO - Epoch(train) [271][350/782] lr: 5.5250e-04 eta: 2:51:37 time: 0.4576 data_time: 0.0039 memory: 2282 loss: 0.3744 loss_cls: 0.1375 loss_bbox: 0.2370 2023/06/07 20:09:07 - mmengine - INFO - Epoch(train) [271][400/782] lr: 5.5102e-04 eta: 2:51:15 time: 0.4527 data_time: 0.0036 memory: 2282 loss: 0.3902 loss_cls: 0.1431 loss_bbox: 0.2472 2023/06/07 20:09:29 - mmengine - INFO - Epoch(train) [271][450/782] lr: 5.4955e-04 eta: 2:50:53 time: 0.4529 data_time: 0.0034 memory: 2282 loss: 0.3704 loss_cls: 0.1354 loss_bbox: 0.2350 2023/06/07 20:09:52 - mmengine - INFO - Epoch(train) [271][500/782] lr: 5.4808e-04 eta: 2:50:31 time: 0.4461 data_time: 0.0036 memory: 2282 loss: 0.3890 loss_cls: 0.1425 loss_bbox: 0.2465 2023/06/07 20:10:14 - mmengine - INFO - Epoch(train) [271][550/782] lr: 5.4661e-04 eta: 2:50:08 time: 0.4457 data_time: 0.0032 memory: 2282 loss: 0.3751 loss_cls: 0.1334 loss_bbox: 0.2417 2023/06/07 20:10:37 - mmengine - INFO - Epoch(train) [271][600/782] lr: 5.4515e-04 eta: 2:49:46 time: 0.4535 data_time: 0.0028 memory: 2282 loss: 0.3704 loss_cls: 0.1325 loss_bbox: 0.2379 2023/06/07 20:10:59 - mmengine - INFO - Epoch(train) [271][650/782] lr: 5.4369e-04 eta: 2:49:24 time: 0.4468 data_time: 0.0028 memory: 2282 loss: 0.3661 loss_cls: 0.1306 loss_bbox: 0.2356 2023/06/07 20:11:21 - mmengine - INFO - Epoch(train) [271][700/782] lr: 5.4223e-04 eta: 2:49:02 time: 0.4504 data_time: 0.0031 memory: 2282 loss: 0.3905 loss_cls: 0.1425 loss_bbox: 0.2480 2023/06/07 20:11:44 - mmengine - INFO - Epoch(train) [271][750/782] lr: 5.4078e-04 eta: 2:48:40 time: 0.4473 data_time: 0.0030 memory: 2282 loss: 0.3730 loss_cls: 0.1382 loss_bbox: 0.2349 2023/06/07 20:11:56 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:12:21 - mmengine - INFO - Epoch(train) [272][ 50/782] lr: 5.3839e-04 eta: 2:48:03 time: 0.4921 data_time: 0.0275 memory: 2282 loss: 0.3794 loss_cls: 0.1346 loss_bbox: 0.2448 2023/06/07 20:12:33 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:12:43 - mmengine - INFO - Epoch(train) [272][100/782] lr: 5.3695e-04 eta: 2:47:41 time: 0.4454 data_time: 0.0034 memory: 2282 loss: 0.3905 loss_cls: 0.1430 loss_bbox: 0.2475 2023/06/07 20:13:05 - mmengine - INFO - Epoch(train) [272][150/782] lr: 5.3550e-04 eta: 2:47:19 time: 0.4481 data_time: 0.0028 memory: 2282 loss: 0.3821 loss_cls: 0.1389 loss_bbox: 0.2432 2023/06/07 20:13:28 - mmengine - INFO - Epoch(train) [272][200/782] lr: 5.3406e-04 eta: 2:46:56 time: 0.4430 data_time: 0.0030 memory: 2282 loss: 0.3720 loss_cls: 0.1311 loss_bbox: 0.2409 2023/06/07 20:13:50 - mmengine - INFO - Epoch(train) [272][250/782] lr: 5.3262e-04 eta: 2:46:34 time: 0.4401 data_time: 0.0028 memory: 2282 loss: 0.3765 loss_cls: 0.1369 loss_bbox: 0.2396 2023/06/07 20:14:12 - mmengine - INFO - Epoch(train) [272][300/782] lr: 5.3118e-04 eta: 2:46:12 time: 0.4469 data_time: 0.0032 memory: 2282 loss: 0.3845 loss_cls: 0.1403 loss_bbox: 0.2442 2023/06/07 20:14:34 - mmengine - INFO - Epoch(train) [272][350/782] lr: 5.2975e-04 eta: 2:45:49 time: 0.4463 data_time: 0.0037 memory: 2282 loss: 0.3805 loss_cls: 0.1344 loss_bbox: 0.2461 2023/06/07 20:14:57 - mmengine - INFO - Epoch(train) [272][400/782] lr: 5.2832e-04 eta: 2:45:28 time: 0.4586 data_time: 0.0035 memory: 2282 loss: 0.3899 loss_cls: 0.1461 loss_bbox: 0.2438 2023/06/07 20:15:20 - mmengine - INFO - Epoch(train) [272][450/782] lr: 5.2689e-04 eta: 2:45:05 time: 0.4438 data_time: 0.0029 memory: 2282 loss: 0.3575 loss_cls: 0.1293 loss_bbox: 0.2282 2023/06/07 20:15:42 - mmengine - INFO - Epoch(train) [272][500/782] lr: 5.2546e-04 eta: 2:44:43 time: 0.4461 data_time: 0.0028 memory: 2282 loss: 0.3737 loss_cls: 0.1345 loss_bbox: 0.2392 2023/06/07 20:16:04 - mmengine - INFO - Epoch(train) [272][550/782] lr: 5.2404e-04 eta: 2:44:21 time: 0.4416 data_time: 0.0027 memory: 2282 loss: 0.3729 loss_cls: 0.1320 loss_bbox: 0.2409 2023/06/07 20:16:26 - mmengine - INFO - Epoch(train) [272][600/782] lr: 5.2262e-04 eta: 2:43:58 time: 0.4439 data_time: 0.0027 memory: 2282 loss: 0.3579 loss_cls: 0.1243 loss_bbox: 0.2336 2023/06/07 20:16:49 - mmengine - INFO - Epoch(train) [272][650/782] lr: 5.2121e-04 eta: 2:43:36 time: 0.4464 data_time: 0.0027 memory: 2282 loss: 0.3764 loss_cls: 0.1377 loss_bbox: 0.2387 2023/06/07 20:17:11 - mmengine - INFO - Epoch(train) [272][700/782] lr: 5.1979e-04 eta: 2:43:14 time: 0.4473 data_time: 0.0026 memory: 2282 loss: 0.3856 loss_cls: 0.1390 loss_bbox: 0.2466 2023/06/07 20:17:33 - mmengine - INFO - Epoch(train) [272][750/782] lr: 5.1838e-04 eta: 2:42:51 time: 0.4433 data_time: 0.0029 memory: 2282 loss: 0.3704 loss_cls: 0.1366 loss_bbox: 0.2338 2023/06/07 20:17:45 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:18:09 - mmengine - INFO - Epoch(train) [273][ 50/782] lr: 5.1607e-04 eta: 2:42:15 time: 0.4799 data_time: 0.0296 memory: 2282 loss: 0.3802 loss_cls: 0.1371 loss_bbox: 0.2431 2023/06/07 20:18:31 - mmengine - INFO - Epoch(train) [273][100/782] lr: 5.1467e-04 eta: 2:41:52 time: 0.4433 data_time: 0.0026 memory: 2282 loss: 0.3785 loss_cls: 0.1355 loss_bbox: 0.2430 2023/06/07 20:18:54 - mmengine - INFO - Epoch(train) [273][150/782] lr: 5.1327e-04 eta: 2:41:30 time: 0.4423 data_time: 0.0026 memory: 2282 loss: 0.3706 loss_cls: 0.1318 loss_bbox: 0.2388 2023/06/07 20:19:15 - mmengine - INFO - Epoch(train) [273][200/782] lr: 5.1187e-04 eta: 2:41:07 time: 0.4354 data_time: 0.0026 memory: 2282 loss: 0.3870 loss_cls: 0.1420 loss_bbox: 0.2450 2023/06/07 20:19:37 - mmengine - INFO - Epoch(train) [273][250/782] lr: 5.1047e-04 eta: 2:40:45 time: 0.4401 data_time: 0.0026 memory: 2282 loss: 0.3765 loss_cls: 0.1342 loss_bbox: 0.2422 2023/06/07 20:19:58 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:20:00 - mmengine - INFO - Epoch(train) [273][300/782] lr: 5.0908e-04 eta: 2:40:23 time: 0.4479 data_time: 0.0029 memory: 2282 loss: 0.3821 loss_cls: 0.1371 loss_bbox: 0.2450 2023/06/07 20:20:22 - mmengine - INFO - Epoch(train) [273][350/782] lr: 5.0769e-04 eta: 2:40:00 time: 0.4460 data_time: 0.0028 memory: 2282 loss: 0.3866 loss_cls: 0.1385 loss_bbox: 0.2481 2023/06/07 20:20:45 - mmengine - INFO - Epoch(train) [273][400/782] lr: 5.0630e-04 eta: 2:39:38 time: 0.4483 data_time: 0.0032 memory: 2282 loss: 0.3744 loss_cls: 0.1327 loss_bbox: 0.2417 2023/06/07 20:21:07 - mmengine - INFO - Epoch(train) [273][450/782] lr: 5.0492e-04 eta: 2:39:16 time: 0.4407 data_time: 0.0029 memory: 2282 loss: 0.3912 loss_cls: 0.1417 loss_bbox: 0.2495 2023/06/07 20:21:29 - mmengine - INFO - Epoch(train) [273][500/782] lr: 5.0354e-04 eta: 2:38:53 time: 0.4455 data_time: 0.0032 memory: 2282 loss: 0.3767 loss_cls: 0.1359 loss_bbox: 0.2408 2023/06/07 20:21:52 - mmengine - INFO - Epoch(train) [273][550/782] lr: 5.0216e-04 eta: 2:38:31 time: 0.4517 data_time: 0.0029 memory: 2282 loss: 0.3683 loss_cls: 0.1344 loss_bbox: 0.2339 2023/06/07 20:22:14 - mmengine - INFO - Epoch(train) [273][600/782] lr: 5.0079e-04 eta: 2:38:09 time: 0.4519 data_time: 0.0026 memory: 2282 loss: 0.3686 loss_cls: 0.1342 loss_bbox: 0.2345 2023/06/07 20:22:37 - mmengine - INFO - Epoch(train) [273][650/782] lr: 4.9941e-04 eta: 2:37:47 time: 0.4465 data_time: 0.0029 memory: 2282 loss: 0.3760 loss_cls: 0.1359 loss_bbox: 0.2402 2023/06/07 20:22:59 - mmengine - INFO - Epoch(train) [273][700/782] lr: 4.9804e-04 eta: 2:37:25 time: 0.4474 data_time: 0.0027 memory: 2282 loss: 0.3744 loss_cls: 0.1355 loss_bbox: 0.2389 2023/06/07 20:23:21 - mmengine - INFO - Epoch(train) [273][750/782] lr: 4.9668e-04 eta: 2:37:02 time: 0.4404 data_time: 0.0026 memory: 2282 loss: 0.3739 loss_cls: 0.1360 loss_bbox: 0.2379 2023/06/07 20:23:33 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:23:58 - mmengine - INFO - Epoch(train) [274][ 50/782] lr: 4.9444e-04 eta: 2:36:26 time: 0.4802 data_time: 0.0172 memory: 2282 loss: 0.3789 loss_cls: 0.1377 loss_bbox: 0.2412 2023/06/07 20:24:20 - mmengine - INFO - Epoch(train) [274][100/782] lr: 4.9308e-04 eta: 2:36:03 time: 0.4412 data_time: 0.0025 memory: 2282 loss: 0.3818 loss_cls: 0.1340 loss_bbox: 0.2478 2023/06/07 20:24:42 - mmengine - INFO - Epoch(train) [274][150/782] lr: 4.9173e-04 eta: 2:35:41 time: 0.4429 data_time: 0.0028 memory: 2282 loss: 0.3787 loss_cls: 0.1370 loss_bbox: 0.2417 2023/06/07 20:25:04 - mmengine - INFO - Epoch(train) [274][200/782] lr: 4.9037e-04 eta: 2:35:19 time: 0.4445 data_time: 0.0032 memory: 2282 loss: 0.3755 loss_cls: 0.1372 loss_bbox: 0.2383 2023/06/07 20:25:26 - mmengine - INFO - Epoch(train) [274][250/782] lr: 4.8902e-04 eta: 2:34:56 time: 0.4454 data_time: 0.0037 memory: 2282 loss: 0.3645 loss_cls: 0.1303 loss_bbox: 0.2342 2023/06/07 20:25:49 - mmengine - INFO - Epoch(train) [274][300/782] lr: 4.8768e-04 eta: 2:34:34 time: 0.4534 data_time: 0.0035 memory: 2282 loss: 0.3774 loss_cls: 0.1355 loss_bbox: 0.2418 2023/06/07 20:26:12 - mmengine - INFO - Epoch(train) [274][350/782] lr: 4.8633e-04 eta: 2:34:12 time: 0.4504 data_time: 0.0029 memory: 2282 loss: 0.3718 loss_cls: 0.1312 loss_bbox: 0.2406 2023/06/07 20:26:34 - mmengine - INFO - Epoch(train) [274][400/782] lr: 4.8499e-04 eta: 2:33:50 time: 0.4459 data_time: 0.0027 memory: 2282 loss: 0.3796 loss_cls: 0.1363 loss_bbox: 0.2433 2023/06/07 20:26:56 - mmengine - INFO - Epoch(train) [274][450/782] lr: 4.8365e-04 eta: 2:33:28 time: 0.4470 data_time: 0.0029 memory: 2282 loss: 0.3770 loss_cls: 0.1365 loss_bbox: 0.2404 2023/06/07 20:27:19 - mmengine - INFO - Epoch(train) [274][500/782] lr: 4.8231e-04 eta: 2:33:05 time: 0.4483 data_time: 0.0031 memory: 2282 loss: 0.3633 loss_cls: 0.1286 loss_bbox: 0.2347 2023/06/07 20:27:25 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:27:41 - mmengine - INFO - Epoch(train) [274][550/782] lr: 4.8098e-04 eta: 2:32:43 time: 0.4484 data_time: 0.0030 memory: 2282 loss: 0.3827 loss_cls: 0.1400 loss_bbox: 0.2427 2023/06/07 20:28:03 - mmengine - INFO - Epoch(train) [274][600/782] lr: 4.7965e-04 eta: 2:32:21 time: 0.4438 data_time: 0.0031 memory: 2282 loss: 0.3724 loss_cls: 0.1349 loss_bbox: 0.2376 2023/06/07 20:28:26 - mmengine - INFO - Epoch(train) [274][650/782] lr: 4.7832e-04 eta: 2:31:59 time: 0.4441 data_time: 0.0027 memory: 2282 loss: 0.3698 loss_cls: 0.1320 loss_bbox: 0.2378 2023/06/07 20:28:48 - mmengine - INFO - Epoch(train) [274][700/782] lr: 4.7700e-04 eta: 2:31:36 time: 0.4417 data_time: 0.0030 memory: 2282 loss: 0.3743 loss_cls: 0.1329 loss_bbox: 0.2414 2023/06/07 20:29:10 - mmengine - INFO - Epoch(train) [274][750/782] lr: 4.7568e-04 eta: 2:31:14 time: 0.4409 data_time: 0.0027 memory: 2282 loss: 0.3729 loss_cls: 0.1342 loss_bbox: 0.2387 2023/06/07 20:29:22 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:29:46 - mmengine - INFO - Epoch(train) [275][ 50/782] lr: 4.7352e-04 eta: 2:30:37 time: 0.4772 data_time: 0.0328 memory: 2282 loss: 0.3754 loss_cls: 0.1335 loss_bbox: 0.2419 2023/06/07 20:30:08 - mmengine - INFO - Epoch(train) [275][100/782] lr: 4.7220e-04 eta: 2:30:15 time: 0.4438 data_time: 0.0028 memory: 2282 loss: 0.3820 loss_cls: 0.1354 loss_bbox: 0.2466 2023/06/07 20:30:30 - mmengine - INFO - Epoch(train) [275][150/782] lr: 4.7089e-04 eta: 2:29:52 time: 0.4406 data_time: 0.0026 memory: 2282 loss: 0.3743 loss_cls: 0.1398 loss_bbox: 0.2345 2023/06/07 20:30:53 - mmengine - INFO - Epoch(train) [275][200/782] lr: 4.6959e-04 eta: 2:29:30 time: 0.4444 data_time: 0.0029 memory: 2282 loss: 0.3852 loss_cls: 0.1387 loss_bbox: 0.2465 2023/06/07 20:31:15 - mmengine - INFO - Epoch(train) [275][250/782] lr: 4.6828e-04 eta: 2:29:08 time: 0.4462 data_time: 0.0029 memory: 2282 loss: 0.3580 loss_cls: 0.1264 loss_bbox: 0.2316 2023/06/07 20:31:37 - mmengine - INFO - Epoch(train) [275][300/782] lr: 4.6698e-04 eta: 2:28:45 time: 0.4419 data_time: 0.0028 memory: 2282 loss: 0.3832 loss_cls: 0.1386 loss_bbox: 0.2446 2023/06/07 20:31:59 - mmengine - INFO - Epoch(train) [275][350/782] lr: 4.6568e-04 eta: 2:28:23 time: 0.4451 data_time: 0.0028 memory: 2282 loss: 0.3597 loss_cls: 0.1271 loss_bbox: 0.2326 2023/06/07 20:32:21 - mmengine - INFO - Epoch(train) [275][400/782] lr: 4.6438e-04 eta: 2:28:01 time: 0.4436 data_time: 0.0034 memory: 2282 loss: 0.3878 loss_cls: 0.1434 loss_bbox: 0.2443 2023/06/07 20:32:44 - mmengine - INFO - Epoch(train) [275][450/782] lr: 4.6309e-04 eta: 2:27:38 time: 0.4489 data_time: 0.0029 memory: 2282 loss: 0.3732 loss_cls: 0.1329 loss_bbox: 0.2403 2023/06/07 20:33:06 - mmengine - INFO - Epoch(train) [275][500/782] lr: 4.6180e-04 eta: 2:27:16 time: 0.4474 data_time: 0.0028 memory: 2282 loss: 0.3618 loss_cls: 0.1300 loss_bbox: 0.2317 2023/06/07 20:33:29 - mmengine - INFO - Epoch(train) [275][550/782] lr: 4.6051e-04 eta: 2:26:54 time: 0.4438 data_time: 0.0027 memory: 2282 loss: 0.3869 loss_cls: 0.1379 loss_bbox: 0.2490 2023/06/07 20:33:51 - mmengine - INFO - Epoch(train) [275][600/782] lr: 4.5923e-04 eta: 2:26:32 time: 0.4453 data_time: 0.0029 memory: 2282 loss: 0.3761 loss_cls: 0.1337 loss_bbox: 0.2424 2023/06/07 20:34:13 - mmengine - INFO - Epoch(train) [275][650/782] lr: 4.5795e-04 eta: 2:26:09 time: 0.4483 data_time: 0.0027 memory: 2282 loss: 0.3790 loss_cls: 0.1357 loss_bbox: 0.2432 2023/06/07 20:34:36 - mmengine - INFO - Epoch(train) [275][700/782] lr: 4.5667e-04 eta: 2:25:47 time: 0.4460 data_time: 0.0027 memory: 2282 loss: 0.3799 loss_cls: 0.1360 loss_bbox: 0.2439 2023/06/07 20:34:50 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:34:58 - mmengine - INFO - Epoch(train) [275][750/782] lr: 4.5539e-04 eta: 2:25:25 time: 0.4459 data_time: 0.0027 memory: 2282 loss: 0.3743 loss_cls: 0.1342 loss_bbox: 0.2401 2023/06/07 20:35:10 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:35:34 - mmengine - INFO - Epoch(train) [276][ 50/782] lr: 4.5331e-04 eta: 2:24:48 time: 0.4815 data_time: 0.0186 memory: 2282 loss: 0.3714 loss_cls: 0.1326 loss_bbox: 0.2388 2023/06/07 20:35:57 - mmengine - INFO - Epoch(train) [276][100/782] lr: 4.5204e-04 eta: 2:24:26 time: 0.4458 data_time: 0.0027 memory: 2282 loss: 0.3705 loss_cls: 0.1339 loss_bbox: 0.2366 2023/06/07 20:36:19 - mmengine - INFO - Epoch(train) [276][150/782] lr: 4.5077e-04 eta: 2:24:04 time: 0.4448 data_time: 0.0028 memory: 2282 loss: 0.3684 loss_cls: 0.1301 loss_bbox: 0.2383 2023/06/07 20:36:41 - mmengine - INFO - Epoch(train) [276][200/782] lr: 4.4951e-04 eta: 2:23:41 time: 0.4463 data_time: 0.0027 memory: 2282 loss: 0.3857 loss_cls: 0.1371 loss_bbox: 0.2485 2023/06/07 20:37:04 - mmengine - INFO - Epoch(train) [276][250/782] lr: 4.4825e-04 eta: 2:23:19 time: 0.4480 data_time: 0.0026 memory: 2282 loss: 0.3688 loss_cls: 0.1314 loss_bbox: 0.2375 2023/06/07 20:37:26 - mmengine - INFO - Epoch(train) [276][300/782] lr: 4.4700e-04 eta: 2:22:57 time: 0.4432 data_time: 0.0027 memory: 2282 loss: 0.3631 loss_cls: 0.1320 loss_bbox: 0.2312 2023/06/07 20:37:48 - mmengine - INFO - Epoch(train) [276][350/782] lr: 4.4574e-04 eta: 2:22:34 time: 0.4375 data_time: 0.0031 memory: 2282 loss: 0.3734 loss_cls: 0.1330 loss_bbox: 0.2404 2023/06/07 20:38:10 - mmengine - INFO - Epoch(train) [276][400/782] lr: 4.4449e-04 eta: 2:22:12 time: 0.4425 data_time: 0.0026 memory: 2282 loss: 0.3719 loss_cls: 0.1327 loss_bbox: 0.2392 2023/06/07 20:38:32 - mmengine - INFO - Epoch(train) [276][450/782] lr: 4.4325e-04 eta: 2:21:50 time: 0.4424 data_time: 0.0026 memory: 2282 loss: 0.3675 loss_cls: 0.1320 loss_bbox: 0.2355 2023/06/07 20:38:54 - mmengine - INFO - Epoch(train) [276][500/782] lr: 4.4200e-04 eta: 2:21:27 time: 0.4433 data_time: 0.0026 memory: 2282 loss: 0.3839 loss_cls: 0.1378 loss_bbox: 0.2461 2023/06/07 20:39:16 - mmengine - INFO - Epoch(train) [276][550/782] lr: 4.4076e-04 eta: 2:21:05 time: 0.4420 data_time: 0.0028 memory: 2282 loss: 0.3751 loss_cls: 0.1313 loss_bbox: 0.2438 2023/06/07 20:39:38 - mmengine - INFO - Epoch(train) [276][600/782] lr: 4.3952e-04 eta: 2:20:42 time: 0.4415 data_time: 0.0030 memory: 2282 loss: 0.3675 loss_cls: 0.1345 loss_bbox: 0.2330 2023/06/07 20:40:01 - mmengine - INFO - Epoch(train) [276][650/782] lr: 4.3829e-04 eta: 2:20:20 time: 0.4457 data_time: 0.0029 memory: 2282 loss: 0.3764 loss_cls: 0.1342 loss_bbox: 0.2423 2023/06/07 20:40:23 - mmengine - INFO - Epoch(train) [276][700/782] lr: 4.3706e-04 eta: 2:19:58 time: 0.4435 data_time: 0.0027 memory: 2282 loss: 0.3624 loss_cls: 0.1287 loss_bbox: 0.2338 2023/06/07 20:40:45 - mmengine - INFO - Epoch(train) [276][750/782] lr: 4.3583e-04 eta: 2:19:36 time: 0.4440 data_time: 0.0026 memory: 2282 loss: 0.3769 loss_cls: 0.1390 loss_bbox: 0.2379 2023/06/07 20:40:57 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:41:22 - mmengine - INFO - Epoch(train) [277][ 50/782] lr: 4.3382e-04 eta: 2:18:59 time: 0.4891 data_time: 0.0162 memory: 2282 loss: 0.3592 loss_cls: 0.1289 loss_bbox: 0.2303 2023/06/07 20:41:44 - mmengine - INFO - Epoch(train) [277][100/782] lr: 4.3260e-04 eta: 2:18:37 time: 0.4465 data_time: 0.0027 memory: 2282 loss: 0.3833 loss_cls: 0.1369 loss_bbox: 0.2464 2023/06/07 20:42:06 - mmengine - INFO - Epoch(train) [277][150/782] lr: 4.3138e-04 eta: 2:18:14 time: 0.4417 data_time: 0.0028 memory: 2282 loss: 0.3937 loss_cls: 0.1400 loss_bbox: 0.2537 2023/06/07 20:42:14 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:42:28 - mmengine - INFO - Epoch(train) [277][200/782] lr: 4.3016e-04 eta: 2:17:52 time: 0.4400 data_time: 0.0028 memory: 2282 loss: 0.3726 loss_cls: 0.1312 loss_bbox: 0.2414 2023/06/07 20:42:50 - mmengine - INFO - Epoch(train) [277][250/782] lr: 4.2895e-04 eta: 2:17:30 time: 0.4408 data_time: 0.0026 memory: 2282 loss: 0.3759 loss_cls: 0.1374 loss_bbox: 0.2385 2023/06/07 20:43:12 - mmengine - INFO - Epoch(train) [277][300/782] lr: 4.2774e-04 eta: 2:17:07 time: 0.4406 data_time: 0.0028 memory: 2282 loss: 0.3757 loss_cls: 0.1365 loss_bbox: 0.2392 2023/06/07 20:43:35 - mmengine - INFO - Epoch(train) [277][350/782] lr: 4.2653e-04 eta: 2:16:45 time: 0.4455 data_time: 0.0028 memory: 2282 loss: 0.3825 loss_cls: 0.1381 loss_bbox: 0.2444 2023/06/07 20:43:57 - mmengine - INFO - Epoch(train) [277][400/782] lr: 4.2533e-04 eta: 2:16:23 time: 0.4424 data_time: 0.0033 memory: 2282 loss: 0.3545 loss_cls: 0.1217 loss_bbox: 0.2328 2023/06/07 20:44:19 - mmengine - INFO - Epoch(train) [277][450/782] lr: 4.2413e-04 eta: 2:16:00 time: 0.4462 data_time: 0.0029 memory: 2282 loss: 0.3743 loss_cls: 0.1349 loss_bbox: 0.2395 2023/06/07 20:44:41 - mmengine - INFO - Epoch(train) [277][500/782] lr: 4.2293e-04 eta: 2:15:38 time: 0.4381 data_time: 0.0029 memory: 2282 loss: 0.3689 loss_cls: 0.1326 loss_bbox: 0.2363 2023/06/07 20:45:03 - mmengine - INFO - Epoch(train) [277][550/782] lr: 4.2174e-04 eta: 2:15:16 time: 0.4432 data_time: 0.0030 memory: 2282 loss: 0.3762 loss_cls: 0.1371 loss_bbox: 0.2391 2023/06/07 20:45:25 - mmengine - INFO - Epoch(train) [277][600/782] lr: 4.2055e-04 eta: 2:14:53 time: 0.4425 data_time: 0.0027 memory: 2282 loss: 0.3774 loss_cls: 0.1344 loss_bbox: 0.2430 2023/06/07 20:45:47 - mmengine - INFO - Epoch(train) [277][650/782] lr: 4.1936e-04 eta: 2:14:31 time: 0.4420 data_time: 0.0027 memory: 2282 loss: 0.3777 loss_cls: 0.1353 loss_bbox: 0.2424 2023/06/07 20:46:10 - mmengine - INFO - Epoch(train) [277][700/782] lr: 4.1817e-04 eta: 2:14:08 time: 0.4406 data_time: 0.0029 memory: 2282 loss: 0.3748 loss_cls: 0.1388 loss_bbox: 0.2360 2023/06/07 20:46:32 - mmengine - INFO - Epoch(train) [277][750/782] lr: 4.1699e-04 eta: 2:13:46 time: 0.4450 data_time: 0.0028 memory: 2282 loss: 0.3727 loss_cls: 0.1354 loss_bbox: 0.2374 2023/06/07 20:46:44 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:47:08 - mmengine - INFO - Epoch(train) [278][ 50/782] lr: 4.1506e-04 eta: 2:13:09 time: 0.4778 data_time: 0.0187 memory: 2282 loss: 0.3856 loss_cls: 0.1429 loss_bbox: 0.2427 2023/06/07 20:47:30 - mmengine - INFO - Epoch(train) [278][100/782] lr: 4.1389e-04 eta: 2:12:47 time: 0.4459 data_time: 0.0028 memory: 2282 loss: 0.3676 loss_cls: 0.1300 loss_bbox: 0.2376 2023/06/07 20:47:53 - mmengine - INFO - Epoch(train) [278][150/782] lr: 4.1271e-04 eta: 2:12:25 time: 0.4523 data_time: 0.0059 memory: 2282 loss: 0.3772 loss_cls: 0.1382 loss_bbox: 0.2391 2023/06/07 20:48:15 - mmengine - INFO - Epoch(train) [278][200/782] lr: 4.1155e-04 eta: 2:12:03 time: 0.4435 data_time: 0.0058 memory: 2282 loss: 0.3679 loss_cls: 0.1322 loss_bbox: 0.2357 2023/06/07 20:48:38 - mmengine - INFO - Epoch(train) [278][250/782] lr: 4.1038e-04 eta: 2:11:41 time: 0.4450 data_time: 0.0063 memory: 2282 loss: 0.3755 loss_cls: 0.1346 loss_bbox: 0.2409 2023/06/07 20:49:00 - mmengine - INFO - Epoch(train) [278][300/782] lr: 4.0922e-04 eta: 2:11:18 time: 0.4480 data_time: 0.0064 memory: 2282 loss: 0.3533 loss_cls: 0.1252 loss_bbox: 0.2280 2023/06/07 20:49:22 - mmengine - INFO - Epoch(train) [278][350/782] lr: 4.0806e-04 eta: 2:10:56 time: 0.4452 data_time: 0.0037 memory: 2282 loss: 0.3740 loss_cls: 0.1357 loss_bbox: 0.2383 2023/06/07 20:49:39 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:49:45 - mmengine - INFO - Epoch(train) [278][400/782] lr: 4.0690e-04 eta: 2:10:34 time: 0.4469 data_time: 0.0034 memory: 2282 loss: 0.3471 loss_cls: 0.1201 loss_bbox: 0.2270 2023/06/07 20:50:07 - mmengine - INFO - Epoch(train) [278][450/782] lr: 4.0575e-04 eta: 2:10:12 time: 0.4488 data_time: 0.0030 memory: 2282 loss: 0.3920 loss_cls: 0.1415 loss_bbox: 0.2505 2023/06/07 20:50:29 - mmengine - INFO - Epoch(train) [278][500/782] lr: 4.0460e-04 eta: 2:09:49 time: 0.4458 data_time: 0.0027 memory: 2282 loss: 0.3709 loss_cls: 0.1313 loss_bbox: 0.2396 2023/06/07 20:50:52 - mmengine - INFO - Epoch(train) [278][550/782] lr: 4.0345e-04 eta: 2:09:27 time: 0.4446 data_time: 0.0029 memory: 2282 loss: 0.3696 loss_cls: 0.1306 loss_bbox: 0.2389 2023/06/07 20:51:14 - mmengine - INFO - Epoch(train) [278][600/782] lr: 4.0231e-04 eta: 2:09:05 time: 0.4442 data_time: 0.0028 memory: 2282 loss: 0.3797 loss_cls: 0.1359 loss_bbox: 0.2438 2023/06/07 20:51:36 - mmengine - INFO - Epoch(train) [278][650/782] lr: 4.0117e-04 eta: 2:08:43 time: 0.4482 data_time: 0.0029 memory: 2282 loss: 0.3766 loss_cls: 0.1363 loss_bbox: 0.2403 2023/06/07 20:51:59 - mmengine - INFO - Epoch(train) [278][700/782] lr: 4.0003e-04 eta: 2:08:20 time: 0.4490 data_time: 0.0030 memory: 2282 loss: 0.3677 loss_cls: 0.1328 loss_bbox: 0.2349 2023/06/07 20:52:21 - mmengine - INFO - Epoch(train) [278][750/782] lr: 3.9889e-04 eta: 2:07:58 time: 0.4456 data_time: 0.0027 memory: 2282 loss: 0.3740 loss_cls: 0.1366 loss_bbox: 0.2374 2023/06/07 20:52:34 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:52:59 - mmengine - INFO - Epoch(train) [279][ 50/782] lr: 3.9704e-04 eta: 2:07:22 time: 0.4971 data_time: 0.0164 memory: 2282 loss: 0.3817 loss_cls: 0.1390 loss_bbox: 0.2427 2023/06/07 20:53:21 - mmengine - INFO - Epoch(train) [279][100/782] lr: 3.9591e-04 eta: 2:07:00 time: 0.4523 data_time: 0.0038 memory: 2282 loss: 0.3691 loss_cls: 0.1377 loss_bbox: 0.2313 2023/06/07 20:53:43 - mmengine - INFO - Epoch(train) [279][150/782] lr: 3.9479e-04 eta: 2:06:37 time: 0.4444 data_time: 0.0029 memory: 2282 loss: 0.3716 loss_cls: 0.1333 loss_bbox: 0.2383 2023/06/07 20:54:06 - mmengine - INFO - Epoch(train) [279][200/782] lr: 3.9367e-04 eta: 2:06:15 time: 0.4454 data_time: 0.0028 memory: 2282 loss: 0.3719 loss_cls: 0.1336 loss_bbox: 0.2383 2023/06/07 20:54:28 - mmengine - INFO - Epoch(train) [279][250/782] lr: 3.9255e-04 eta: 2:05:53 time: 0.4460 data_time: 0.0027 memory: 2282 loss: 0.3748 loss_cls: 0.1351 loss_bbox: 0.2397 2023/06/07 20:54:51 - mmengine - INFO - Epoch(train) [279][300/782] lr: 3.9144e-04 eta: 2:05:31 time: 0.4556 data_time: 0.0029 memory: 2282 loss: 0.3753 loss_cls: 0.1391 loss_bbox: 0.2362 2023/06/07 20:55:13 - mmengine - INFO - Epoch(train) [279][350/782] lr: 3.9033e-04 eta: 2:05:09 time: 0.4469 data_time: 0.0026 memory: 2282 loss: 0.3592 loss_cls: 0.1281 loss_bbox: 0.2311 2023/06/07 20:55:35 - mmengine - INFO - Epoch(train) [279][400/782] lr: 3.8922e-04 eta: 2:04:46 time: 0.4418 data_time: 0.0028 memory: 2282 loss: 0.3770 loss_cls: 0.1353 loss_bbox: 0.2417 2023/06/07 20:55:58 - mmengine - INFO - Epoch(train) [279][450/782] lr: 3.8811e-04 eta: 2:04:24 time: 0.4444 data_time: 0.0026 memory: 2282 loss: 0.3592 loss_cls: 0.1289 loss_bbox: 0.2303 2023/06/07 20:56:20 - mmengine - INFO - Epoch(train) [279][500/782] lr: 3.8701e-04 eta: 2:04:02 time: 0.4461 data_time: 0.0027 memory: 2282 loss: 0.3645 loss_cls: 0.1318 loss_bbox: 0.2327 2023/06/07 20:56:42 - mmengine - INFO - Epoch(train) [279][550/782] lr: 3.8591e-04 eta: 2:03:39 time: 0.4442 data_time: 0.0027 memory: 2282 loss: 0.3688 loss_cls: 0.1327 loss_bbox: 0.2361 2023/06/07 20:57:04 - mmengine - INFO - Epoch(train) [279][600/782] lr: 3.8481e-04 eta: 2:03:17 time: 0.4420 data_time: 0.0028 memory: 2282 loss: 0.3699 loss_cls: 0.1351 loss_bbox: 0.2349 2023/06/07 20:57:06 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:57:27 - mmengine - INFO - Epoch(train) [279][650/782] lr: 3.8372e-04 eta: 2:02:55 time: 0.4462 data_time: 0.0026 memory: 2282 loss: 0.3710 loss_cls: 0.1363 loss_bbox: 0.2347 2023/06/07 20:57:49 - mmengine - INFO - Epoch(train) [279][700/782] lr: 3.8263e-04 eta: 2:02:32 time: 0.4410 data_time: 0.0027 memory: 2282 loss: 0.3719 loss_cls: 0.1350 loss_bbox: 0.2369 2023/06/07 20:58:11 - mmengine - INFO - Epoch(train) [279][750/782] lr: 3.8154e-04 eta: 2:02:10 time: 0.4473 data_time: 0.0027 memory: 2282 loss: 0.3657 loss_cls: 0.1311 loss_bbox: 0.2346 2023/06/07 20:58:24 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 20:58:28 - mmengine - INFO - Evaluating bbox... 2023/06/07 20:58:29 - mmengine - INFO - bbox_mAP_copypaste: 0.792 0.985 0.899 0.417 0.649 0.814 2023/06/07 20:58:29 - mmengine - INFO - Epoch(val) [279][43/43] coco/bbox_mAP: 0.7920 coco/bbox_mAP_50: 0.9850 coco/bbox_mAP_75: 0.8990 coco/bbox_mAP_s: 0.4170 coco/bbox_mAP_m: 0.6490 coco/bbox_mAP_l: 0.8140 data_time: 0.0377 time: 0.0640 2023/06/07 20:58:53 - mmengine - INFO - Epoch(train) [280][ 50/782] lr: 3.7977e-04 eta: 2:01:34 time: 0.4783 data_time: 0.0157 memory: 2282 loss: 0.3757 loss_cls: 0.1355 loss_bbox: 0.2402 2023/06/07 20:59:15 - mmengine - INFO - Epoch(train) [280][100/782] lr: 3.7869e-04 eta: 2:01:11 time: 0.4437 data_time: 0.0029 memory: 2282 loss: 0.3579 loss_cls: 0.1288 loss_bbox: 0.2291 2023/06/07 20:59:37 - mmengine - INFO - Epoch(train) [280][150/782] lr: 3.7761e-04 eta: 2:00:49 time: 0.4444 data_time: 0.0028 memory: 2282 loss: 0.3716 loss_cls: 0.1348 loss_bbox: 0.2369 2023/06/07 21:00:00 - mmengine - INFO - Epoch(train) [280][200/782] lr: 3.7654e-04 eta: 2:00:27 time: 0.4533 data_time: 0.0029 memory: 2282 loss: 0.3839 loss_cls: 0.1381 loss_bbox: 0.2458 2023/06/07 21:00:22 - mmengine - INFO - Epoch(train) [280][250/782] lr: 3.7547e-04 eta: 2:00:05 time: 0.4449 data_time: 0.0028 memory: 2282 loss: 0.3720 loss_cls: 0.1304 loss_bbox: 0.2416 2023/06/07 21:00:45 - mmengine - INFO - Epoch(train) [280][300/782] lr: 3.7441e-04 eta: 1:59:42 time: 0.4487 data_time: 0.0030 memory: 2282 loss: 0.3756 loss_cls: 0.1340 loss_bbox: 0.2416 2023/06/07 21:01:07 - mmengine - INFO - Epoch(train) [280][350/782] lr: 3.7334e-04 eta: 1:59:20 time: 0.4455 data_time: 0.0029 memory: 2282 loss: 0.3665 loss_cls: 0.1308 loss_bbox: 0.2357 2023/06/07 21:01:29 - mmengine - INFO - Epoch(train) [280][400/782] lr: 3.7228e-04 eta: 1:58:58 time: 0.4368 data_time: 0.0029 memory: 2282 loss: 0.3613 loss_cls: 0.1298 loss_bbox: 0.2314 2023/06/07 21:01:51 - mmengine - INFO - Epoch(train) [280][450/782] lr: 3.7122e-04 eta: 1:58:35 time: 0.4416 data_time: 0.0029 memory: 2282 loss: 0.3780 loss_cls: 0.1386 loss_bbox: 0.2394 2023/06/07 21:02:13 - mmengine - INFO - Epoch(train) [280][500/782] lr: 3.7017e-04 eta: 1:58:13 time: 0.4424 data_time: 0.0029 memory: 2282 loss: 0.3712 loss_cls: 0.1340 loss_bbox: 0.2372 2023/06/07 21:02:35 - mmengine - INFO - Epoch(train) [280][550/782] lr: 3.6912e-04 eta: 1:57:51 time: 0.4422 data_time: 0.0027 memory: 2282 loss: 0.3609 loss_cls: 0.1274 loss_bbox: 0.2336 2023/06/07 21:02:58 - mmengine - INFO - Epoch(train) [280][600/782] lr: 3.6807e-04 eta: 1:57:28 time: 0.4430 data_time: 0.0027 memory: 2282 loss: 0.3675 loss_cls: 0.1309 loss_bbox: 0.2366 2023/06/07 21:03:20 - mmengine - INFO - Epoch(train) [280][650/782] lr: 3.6703e-04 eta: 1:57:06 time: 0.4493 data_time: 0.0027 memory: 2282 loss: 0.3734 loss_cls: 0.1344 loss_bbox: 0.2390 2023/06/07 21:03:42 - mmengine - INFO - Epoch(train) [280][700/782] lr: 3.6599e-04 eta: 1:56:44 time: 0.4470 data_time: 0.0026 memory: 2282 loss: 0.3788 loss_cls: 0.1394 loss_bbox: 0.2394 2023/06/07 21:04:05 - mmengine - INFO - Epoch(train) [280][750/782] lr: 3.6495e-04 eta: 1:56:21 time: 0.4418 data_time: 0.0027 memory: 2282 loss: 0.3642 loss_cls: 0.1298 loss_bbox: 0.2345 2023/06/07 21:04:17 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:04:17 - mmengine - INFO - Saving checkpoint at 280 epochs 2023/06/07 21:04:21 - mmengine - INFO - Evaluating bbox... 2023/06/07 21:04:22 - mmengine - INFO - bbox_mAP_copypaste: 0.792 0.985 0.899 0.425 0.649 0.815 2023/06/07 21:04:22 - mmengine - INFO - Epoch(val) [280][43/43] coco/bbox_mAP: 0.7920 coco/bbox_mAP_50: 0.9850 coco/bbox_mAP_75: 0.8990 coco/bbox_mAP_s: 0.4250 coco/bbox_mAP_m: 0.6490 coco/bbox_mAP_l: 0.8150 data_time: 0.0268 time: 0.0521 2023/06/07 21:04:22 - mmengine - INFO - Switch pipeline now! 2023/06/07 21:04:45 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:04:49 - mmengine - INFO - Epoch(train) [281][ 50/782] lr: 3.6325e-04 eta: 1:55:46 time: 0.5445 data_time: 0.0954 memory: 2282 loss: 0.3044 loss_cls: 0.0936 loss_bbox: 0.2108 2023/06/07 21:05:11 - mmengine - INFO - Epoch(train) [281][100/782] lr: 3.6222e-04 eta: 1:55:24 time: 0.4277 data_time: 0.0025 memory: 2282 loss: 0.2966 loss_cls: 0.0874 loss_bbox: 0.2092 2023/06/07 21:05:32 - mmengine - INFO - Epoch(train) [281][150/782] lr: 3.6119e-04 eta: 1:55:01 time: 0.4262 data_time: 0.0028 memory: 2282 loss: 0.2951 loss_cls: 0.0845 loss_bbox: 0.2106 2023/06/07 21:05:54 - mmengine - INFO - Epoch(train) [281][200/782] lr: 3.6017e-04 eta: 1:54:38 time: 0.4324 data_time: 0.0028 memory: 2282 loss: 0.2978 loss_cls: 0.0879 loss_bbox: 0.2099 2023/06/07 21:06:15 - mmengine - INFO - Epoch(train) [281][250/782] lr: 3.5915e-04 eta: 1:54:16 time: 0.4265 data_time: 0.0027 memory: 2282 loss: 0.2900 loss_cls: 0.0842 loss_bbox: 0.2058 2023/06/07 21:06:36 - mmengine - INFO - Epoch(train) [281][300/782] lr: 3.5813e-04 eta: 1:53:53 time: 0.4270 data_time: 0.0028 memory: 2282 loss: 0.2841 loss_cls: 0.0833 loss_bbox: 0.2009 2023/06/07 21:06:58 - mmengine - INFO - Epoch(train) [281][350/782] lr: 3.5712e-04 eta: 1:53:30 time: 0.4221 data_time: 0.0028 memory: 2282 loss: 0.2879 loss_cls: 0.0832 loss_bbox: 0.2047 2023/06/07 21:07:19 - mmengine - INFO - Epoch(train) [281][400/782] lr: 3.5610e-04 eta: 1:53:08 time: 0.4262 data_time: 0.0026 memory: 2282 loss: 0.2893 loss_cls: 0.0845 loss_bbox: 0.2048 2023/06/07 21:07:40 - mmengine - INFO - Epoch(train) [281][450/782] lr: 3.5510e-04 eta: 1:52:45 time: 0.4255 data_time: 0.0026 memory: 2282 loss: 0.2934 loss_cls: 0.0838 loss_bbox: 0.2097 2023/06/07 21:08:01 - mmengine - INFO - Epoch(train) [281][500/782] lr: 3.5409e-04 eta: 1:52:22 time: 0.4230 data_time: 0.0025 memory: 2282 loss: 0.2879 loss_cls: 0.0829 loss_bbox: 0.2050 2023/06/07 21:08:22 - mmengine - INFO - Epoch(train) [281][550/782] lr: 3.5309e-04 eta: 1:52:00 time: 0.4177 data_time: 0.0024 memory: 2282 loss: 0.2780 loss_cls: 0.0793 loss_bbox: 0.1987 2023/06/07 21:08:44 - mmengine - INFO - Epoch(train) [281][600/782] lr: 3.5209e-04 eta: 1:51:37 time: 0.4300 data_time: 0.0027 memory: 2282 loss: 0.2749 loss_cls: 0.0748 loss_bbox: 0.2002 2023/06/07 21:09:05 - mmengine - INFO - Epoch(train) [281][650/782] lr: 3.5109e-04 eta: 1:51:14 time: 0.4231 data_time: 0.0026 memory: 2282 loss: 0.2853 loss_cls: 0.0830 loss_bbox: 0.2023 2023/06/07 21:09:26 - mmengine - INFO - Epoch(train) [281][700/782] lr: 3.5010e-04 eta: 1:50:52 time: 0.4140 data_time: 0.0027 memory: 2282 loss: 0.2811 loss_cls: 0.0824 loss_bbox: 0.1988 2023/06/07 21:09:47 - mmengine - INFO - Epoch(train) [281][750/782] lr: 3.4911e-04 eta: 1:50:29 time: 0.4245 data_time: 0.0028 memory: 2282 loss: 0.2865 loss_cls: 0.0815 loss_bbox: 0.2050 2023/06/07 21:09:59 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:10:02 - mmengine - INFO - Evaluating bbox... 2023/06/07 21:10:03 - mmengine - INFO - bbox_mAP_copypaste: 0.794 0.986 0.900 0.437 0.653 0.818 2023/06/07 21:10:03 - mmengine - INFO - Epoch(val) [281][43/43] coco/bbox_mAP: 0.7940 coco/bbox_mAP_50: 0.9860 coco/bbox_mAP_75: 0.9000 coco/bbox_mAP_s: 0.4370 coco/bbox_mAP_m: 0.6530 coco/bbox_mAP_l: 0.8180 data_time: 0.0412 time: 0.0677 2023/06/07 21:10:26 - mmengine - INFO - Epoch(train) [282][ 50/782] lr: 3.4750e-04 eta: 1:49:52 time: 0.4490 data_time: 0.0163 memory: 2282 loss: 0.2802 loss_cls: 0.0795 loss_bbox: 0.2007 2023/06/07 21:10:47 - mmengine - INFO - Epoch(train) [282][100/782] lr: 3.4651e-04 eta: 1:49:29 time: 0.4261 data_time: 0.0027 memory: 2282 loss: 0.2783 loss_cls: 0.0782 loss_bbox: 0.2001 2023/06/07 21:11:08 - mmengine - INFO - Epoch(train) [282][150/782] lr: 3.4554e-04 eta: 1:49:06 time: 0.4240 data_time: 0.0026 memory: 2282 loss: 0.2867 loss_cls: 0.0826 loss_bbox: 0.2041 2023/06/07 21:11:29 - mmengine - INFO - Epoch(train) [282][200/782] lr: 3.4456e-04 eta: 1:48:44 time: 0.4188 data_time: 0.0025 memory: 2282 loss: 0.2873 loss_cls: 0.0800 loss_bbox: 0.2073 2023/06/07 21:11:50 - mmengine - INFO - Epoch(train) [282][250/782] lr: 3.4359e-04 eta: 1:48:21 time: 0.4190 data_time: 0.0024 memory: 2282 loss: 0.2759 loss_cls: 0.0760 loss_bbox: 0.2000 2023/06/07 21:11:54 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:12:11 - mmengine - INFO - Epoch(train) [282][300/782] lr: 3.4262e-04 eta: 1:47:58 time: 0.4207 data_time: 0.0025 memory: 2282 loss: 0.2809 loss_cls: 0.0800 loss_bbox: 0.2009 2023/06/07 21:12:33 - mmengine - INFO - Epoch(train) [282][350/782] lr: 3.4165e-04 eta: 1:47:35 time: 0.4232 data_time: 0.0025 memory: 2282 loss: 0.2764 loss_cls: 0.0808 loss_bbox: 0.1956 2023/06/07 21:12:54 - mmengine - INFO - Epoch(train) [282][400/782] lr: 3.4069e-04 eta: 1:47:13 time: 0.4245 data_time: 0.0026 memory: 2282 loss: 0.2786 loss_cls: 0.0770 loss_bbox: 0.2016 2023/06/07 21:13:15 - mmengine - INFO - Epoch(train) [282][450/782] lr: 3.3973e-04 eta: 1:46:50 time: 0.4180 data_time: 0.0025 memory: 2282 loss: 0.2825 loss_cls: 0.0822 loss_bbox: 0.2002 2023/06/07 21:13:36 - mmengine - INFO - Epoch(train) [282][500/782] lr: 3.3878e-04 eta: 1:46:28 time: 0.4239 data_time: 0.0024 memory: 2282 loss: 0.2796 loss_cls: 0.0804 loss_bbox: 0.1992 2023/06/07 21:13:57 - mmengine - INFO - Epoch(train) [282][550/782] lr: 3.3782e-04 eta: 1:46:05 time: 0.4202 data_time: 0.0025 memory: 2282 loss: 0.2663 loss_cls: 0.0716 loss_bbox: 0.1947 2023/06/07 21:14:18 - mmengine - INFO - Epoch(train) [282][600/782] lr: 3.3687e-04 eta: 1:45:42 time: 0.4181 data_time: 0.0025 memory: 2282 loss: 0.2857 loss_cls: 0.0832 loss_bbox: 0.2025 2023/06/07 21:14:39 - mmengine - INFO - Epoch(train) [282][650/782] lr: 3.3593e-04 eta: 1:45:19 time: 0.4201 data_time: 0.0026 memory: 2282 loss: 0.2762 loss_cls: 0.0777 loss_bbox: 0.1985 2023/06/07 21:15:00 - mmengine - INFO - Epoch(train) [282][700/782] lr: 3.3498e-04 eta: 1:44:57 time: 0.4261 data_time: 0.0025 memory: 2282 loss: 0.2771 loss_cls: 0.0774 loss_bbox: 0.1997 2023/06/07 21:15:21 - mmengine - INFO - Epoch(train) [282][750/782] lr: 3.3404e-04 eta: 1:44:34 time: 0.4222 data_time: 0.0025 memory: 2282 loss: 0.2736 loss_cls: 0.0748 loss_bbox: 0.1988 2023/06/07 21:15:33 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:15:37 - mmengine - INFO - Evaluating bbox... 2023/06/07 21:15:38 - mmengine - INFO - bbox_mAP_copypaste: 0.797 0.986 0.907 0.447 0.660 0.820 2023/06/07 21:15:38 - mmengine - INFO - Epoch(val) [282][43/43] coco/bbox_mAP: 0.7970 coco/bbox_mAP_50: 0.9860 coco/bbox_mAP_75: 0.9070 coco/bbox_mAP_s: 0.4470 coco/bbox_mAP_m: 0.6600 coco/bbox_mAP_l: 0.8200 data_time: 0.0262 time: 0.0524 2023/06/07 21:16:00 - mmengine - INFO - Epoch(train) [283][ 50/782] lr: 3.3251e-04 eta: 1:43:57 time: 0.4418 data_time: 0.0202 memory: 2282 loss: 0.2927 loss_cls: 0.0914 loss_bbox: 0.2012 2023/06/07 21:16:21 - mmengine - INFO - Epoch(train) [283][100/782] lr: 3.3158e-04 eta: 1:43:34 time: 0.4218 data_time: 0.0026 memory: 2282 loss: 0.2642 loss_cls: 0.0715 loss_bbox: 0.1927 2023/06/07 21:16:42 - mmengine - INFO - Epoch(train) [283][150/782] lr: 3.3065e-04 eta: 1:43:12 time: 0.4265 data_time: 0.0025 memory: 2282 loss: 0.2798 loss_cls: 0.0791 loss_bbox: 0.2007 2023/06/07 21:17:04 - mmengine - INFO - Epoch(train) [283][200/782] lr: 3.2972e-04 eta: 1:42:49 time: 0.4278 data_time: 0.0026 memory: 2282 loss: 0.2785 loss_cls: 0.0788 loss_bbox: 0.1997 2023/06/07 21:17:25 - mmengine - INFO - Epoch(train) [283][250/782] lr: 3.2880e-04 eta: 1:42:27 time: 0.4202 data_time: 0.0025 memory: 2282 loss: 0.2765 loss_cls: 0.0788 loss_bbox: 0.1977 2023/06/07 21:17:46 - mmengine - INFO - Epoch(train) [283][300/782] lr: 3.2788e-04 eta: 1:42:04 time: 0.4182 data_time: 0.0026 memory: 2282 loss: 0.2779 loss_cls: 0.0766 loss_bbox: 0.2013 2023/06/07 21:18:06 - mmengine - INFO - Epoch(train) [283][350/782] lr: 3.2696e-04 eta: 1:41:41 time: 0.4161 data_time: 0.0025 memory: 2282 loss: 0.2765 loss_cls: 0.0800 loss_bbox: 0.1964 2023/06/07 21:18:27 - mmengine - INFO - Epoch(train) [283][400/782] lr: 3.2605e-04 eta: 1:41:19 time: 0.4216 data_time: 0.0025 memory: 2282 loss: 0.2814 loss_cls: 0.0826 loss_bbox: 0.1988 2023/06/07 21:18:49 - mmengine - INFO - Epoch(train) [283][450/782] lr: 3.2514e-04 eta: 1:40:56 time: 0.4243 data_time: 0.0027 memory: 2282 loss: 0.2777 loss_cls: 0.0792 loss_bbox: 0.1986 2023/06/07 21:18:59 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:19:10 - mmengine - INFO - Epoch(train) [283][500/782] lr: 3.2424e-04 eta: 1:40:33 time: 0.4170 data_time: 0.0026 memory: 2282 loss: 0.2626 loss_cls: 0.0680 loss_bbox: 0.1945 2023/06/07 21:19:30 - mmengine - INFO - Epoch(train) [283][550/782] lr: 3.2333e-04 eta: 1:40:11 time: 0.4164 data_time: 0.0026 memory: 2282 loss: 0.2712 loss_cls: 0.0736 loss_bbox: 0.1975 2023/06/07 21:19:52 - mmengine - INFO - Epoch(train) [283][600/782] lr: 3.2243e-04 eta: 1:39:48 time: 0.4223 data_time: 0.0026 memory: 2282 loss: 0.2817 loss_cls: 0.0802 loss_bbox: 0.2015 2023/06/07 21:20:13 - mmengine - INFO - Epoch(train) [283][650/782] lr: 3.2153e-04 eta: 1:39:26 time: 0.4264 data_time: 0.0027 memory: 2282 loss: 0.2728 loss_cls: 0.0735 loss_bbox: 0.1993 2023/06/07 21:20:34 - mmengine - INFO - Epoch(train) [283][700/782] lr: 3.2064e-04 eta: 1:39:03 time: 0.4195 data_time: 0.0028 memory: 2282 loss: 0.2778 loss_cls: 0.0777 loss_bbox: 0.2001 2023/06/07 21:20:55 - mmengine - INFO - Epoch(train) [283][750/782] lr: 3.1975e-04 eta: 1:38:40 time: 0.4186 data_time: 0.0026 memory: 2282 loss: 0.2773 loss_cls: 0.0765 loss_bbox: 0.2007 2023/06/07 21:21:07 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:21:10 - mmengine - INFO - Evaluating bbox... 2023/06/07 21:21:11 - mmengine - INFO - bbox_mAP_copypaste: 0.800 0.986 0.913 0.479 0.671 0.821 2023/06/07 21:21:11 - mmengine - INFO - Epoch(val) [283][43/43] coco/bbox_mAP: 0.8000 coco/bbox_mAP_50: 0.9860 coco/bbox_mAP_75: 0.9130 coco/bbox_mAP_s: 0.4790 coco/bbox_mAP_m: 0.6710 coco/bbox_mAP_l: 0.8210 data_time: 0.0363 time: 0.0621 2023/06/07 21:21:34 - mmengine - INFO - Epoch(train) [284][ 50/782] lr: 3.1830e-04 eta: 1:38:03 time: 0.4518 data_time: 0.0170 memory: 2282 loss: 0.2789 loss_cls: 0.0791 loss_bbox: 0.1997 2023/06/07 21:21:55 - mmengine - INFO - Epoch(train) [284][100/782] lr: 3.1741e-04 eta: 1:37:41 time: 0.4269 data_time: 0.0025 memory: 2282 loss: 0.2766 loss_cls: 0.0804 loss_bbox: 0.1962 2023/06/07 21:22:17 - mmengine - INFO - Epoch(train) [284][150/782] lr: 3.1654e-04 eta: 1:37:18 time: 0.4260 data_time: 0.0025 memory: 2282 loss: 0.2762 loss_cls: 0.0811 loss_bbox: 0.1951 2023/06/07 21:22:38 - mmengine - INFO - Epoch(train) [284][200/782] lr: 3.1566e-04 eta: 1:36:56 time: 0.4197 data_time: 0.0025 memory: 2282 loss: 0.2798 loss_cls: 0.0790 loss_bbox: 0.2008 2023/06/07 21:22:58 - mmengine - INFO - Epoch(train) [284][250/782] lr: 3.1479e-04 eta: 1:36:33 time: 0.4158 data_time: 0.0025 memory: 2282 loss: 0.2814 loss_cls: 0.0812 loss_bbox: 0.2002 2023/06/07 21:23:19 - mmengine - INFO - Epoch(train) [284][300/782] lr: 3.1392e-04 eta: 1:36:10 time: 0.4198 data_time: 0.0025 memory: 2282 loss: 0.2779 loss_cls: 0.0813 loss_bbox: 0.1966 2023/06/07 21:23:41 - mmengine - INFO - Epoch(train) [284][350/782] lr: 3.1305e-04 eta: 1:35:48 time: 0.4233 data_time: 0.0025 memory: 2282 loss: 0.2719 loss_cls: 0.0763 loss_bbox: 0.1955 2023/06/07 21:24:02 - mmengine - INFO - Epoch(train) [284][400/782] lr: 3.1219e-04 eta: 1:35:25 time: 0.4198 data_time: 0.0025 memory: 2282 loss: 0.2792 loss_cls: 0.0830 loss_bbox: 0.1962 2023/06/07 21:24:23 - mmengine - INFO - Epoch(train) [284][450/782] lr: 3.1133e-04 eta: 1:35:03 time: 0.4258 data_time: 0.0025 memory: 2282 loss: 0.2736 loss_cls: 0.0759 loss_bbox: 0.1978 2023/06/07 21:24:44 - mmengine - INFO - Epoch(train) [284][500/782] lr: 3.1047e-04 eta: 1:34:40 time: 0.4280 data_time: 0.0026 memory: 2282 loss: 0.2741 loss_cls: 0.0787 loss_bbox: 0.1955 2023/06/07 21:25:05 - mmengine - INFO - Epoch(train) [284][550/782] lr: 3.0962e-04 eta: 1:34:18 time: 0.4179 data_time: 0.0026 memory: 2282 loss: 0.2655 loss_cls: 0.0707 loss_bbox: 0.1947 2023/06/07 21:25:26 - mmengine - INFO - Epoch(train) [284][600/782] lr: 3.0877e-04 eta: 1:33:55 time: 0.4184 data_time: 0.0027 memory: 2282 loss: 0.2682 loss_cls: 0.0750 loss_bbox: 0.1932 2023/06/07 21:25:48 - mmengine - INFO - Epoch(train) [284][650/782] lr: 3.0792e-04 eta: 1:33:33 time: 0.4266 data_time: 0.0027 memory: 2282 loss: 0.2681 loss_cls: 0.0763 loss_bbox: 0.1918 2023/06/07 21:26:06 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:26:09 - mmengine - INFO - Epoch(train) [284][700/782] lr: 3.0708e-04 eta: 1:33:10 time: 0.4215 data_time: 0.0029 memory: 2282 loss: 0.2689 loss_cls: 0.0746 loss_bbox: 0.1942 2023/06/07 21:26:30 - mmengine - INFO - Epoch(train) [284][750/782] lr: 3.0624e-04 eta: 1:32:48 time: 0.4200 data_time: 0.0028 memory: 2282 loss: 0.2732 loss_cls: 0.0774 loss_bbox: 0.1958 2023/06/07 21:26:42 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:26:45 - mmengine - INFO - Evaluating bbox... 2023/06/07 21:26:46 - mmengine - INFO - bbox_mAP_copypaste: 0.801 0.987 0.913 0.471 0.676 0.822 2023/06/07 21:26:46 - mmengine - INFO - Epoch(val) [284][43/43] coco/bbox_mAP: 0.8010 coco/bbox_mAP_50: 0.9870 coco/bbox_mAP_75: 0.9130 coco/bbox_mAP_s: 0.4710 coco/bbox_mAP_m: 0.6760 coco/bbox_mAP_l: 0.8220 data_time: 0.0298 time: 0.0559 2023/06/07 21:27:08 - mmengine - INFO - Epoch(train) [285][ 50/782] lr: 3.0487e-04 eta: 1:32:11 time: 0.4443 data_time: 0.0132 memory: 2282 loss: 0.2768 loss_cls: 0.0781 loss_bbox: 0.1986 2023/06/07 21:27:29 - mmengine - INFO - Epoch(train) [285][100/782] lr: 3.0403e-04 eta: 1:31:48 time: 0.4216 data_time: 0.0027 memory: 2282 loss: 0.2727 loss_cls: 0.0758 loss_bbox: 0.1969 2023/06/07 21:27:50 - mmengine - INFO - Epoch(train) [285][150/782] lr: 3.0321e-04 eta: 1:31:26 time: 0.4212 data_time: 0.0029 memory: 2282 loss: 0.2736 loss_cls: 0.0771 loss_bbox: 0.1965 2023/06/07 21:28:11 - mmengine - INFO - Epoch(train) [285][200/782] lr: 3.0238e-04 eta: 1:31:03 time: 0.4195 data_time: 0.0029 memory: 2282 loss: 0.2700 loss_cls: 0.0758 loss_bbox: 0.1942 2023/06/07 21:28:32 - mmengine - INFO - Epoch(train) [285][250/782] lr: 3.0156e-04 eta: 1:30:40 time: 0.4207 data_time: 0.0028 memory: 2282 loss: 0.2774 loss_cls: 0.0792 loss_bbox: 0.1983 2023/06/07 21:28:54 - mmengine - INFO - Epoch(train) [285][300/782] lr: 3.0074e-04 eta: 1:30:18 time: 0.4259 data_time: 0.0027 memory: 2282 loss: 0.2683 loss_cls: 0.0712 loss_bbox: 0.1971 2023/06/07 21:29:15 - mmengine - INFO - Epoch(train) [285][350/782] lr: 2.9992e-04 eta: 1:29:56 time: 0.4264 data_time: 0.0030 memory: 2282 loss: 0.2736 loss_cls: 0.0761 loss_bbox: 0.1974 2023/06/07 21:29:36 - mmengine - INFO - Epoch(train) [285][400/782] lr: 2.9911e-04 eta: 1:29:33 time: 0.4226 data_time: 0.0028 memory: 2282 loss: 0.2740 loss_cls: 0.0792 loss_bbox: 0.1948 2023/06/07 21:29:57 - mmengine - INFO - Epoch(train) [285][450/782] lr: 2.9830e-04 eta: 1:29:11 time: 0.4249 data_time: 0.0027 memory: 2282 loss: 0.2691 loss_cls: 0.0731 loss_bbox: 0.1960 2023/06/07 21:30:18 - mmengine - INFO - Epoch(train) [285][500/782] lr: 2.9749e-04 eta: 1:28:48 time: 0.4194 data_time: 0.0030 memory: 2282 loss: 0.2769 loss_cls: 0.0758 loss_bbox: 0.2012 2023/06/07 21:30:40 - mmengine - INFO - Epoch(train) [285][550/782] lr: 2.9669e-04 eta: 1:28:26 time: 0.4247 data_time: 0.0027 memory: 2282 loss: 0.2666 loss_cls: 0.0753 loss_bbox: 0.1914 2023/06/07 21:31:01 - mmengine - INFO - Epoch(train) [285][600/782] lr: 2.9589e-04 eta: 1:28:03 time: 0.4251 data_time: 0.0027 memory: 2282 loss: 0.2678 loss_cls: 0.0714 loss_bbox: 0.1964 2023/06/07 21:31:22 - mmengine - INFO - Epoch(train) [285][650/782] lr: 2.9510e-04 eta: 1:27:41 time: 0.4248 data_time: 0.0026 memory: 2282 loss: 0.2662 loss_cls: 0.0735 loss_bbox: 0.1928 2023/06/07 21:31:43 - mmengine - INFO - Epoch(train) [285][700/782] lr: 2.9430e-04 eta: 1:27:18 time: 0.4214 data_time: 0.0025 memory: 2282 loss: 0.2690 loss_cls: 0.0749 loss_bbox: 0.1940 2023/06/07 21:32:04 - mmengine - INFO - Epoch(train) [285][750/782] lr: 2.9351e-04 eta: 1:26:56 time: 0.4177 data_time: 0.0026 memory: 2282 loss: 0.2722 loss_cls: 0.0744 loss_bbox: 0.1978 2023/06/07 21:32:16 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:32:20 - mmengine - INFO - Evaluating bbox... 2023/06/07 21:32:20 - mmengine - INFO - bbox_mAP_copypaste: 0.803 0.987 0.917 0.470 0.684 0.823 2023/06/07 21:32:20 - mmengine - INFO - Epoch(val) [285][43/43] coco/bbox_mAP: 0.8030 coco/bbox_mAP_50: 0.9870 coco/bbox_mAP_75: 0.9170 coco/bbox_mAP_s: 0.4700 coco/bbox_mAP_m: 0.6840 coco/bbox_mAP_l: 0.8230 data_time: 0.0346 time: 0.0604 2023/06/07 21:32:43 - mmengine - INFO - Epoch(train) [286][ 50/782] lr: 2.9222e-04 eta: 1:26:19 time: 0.4529 data_time: 0.0130 memory: 2282 loss: 0.2684 loss_cls: 0.0722 loss_bbox: 0.1962 2023/06/07 21:33:04 - mmengine - INFO - Epoch(train) [286][100/782] lr: 2.9144e-04 eta: 1:25:56 time: 0.4238 data_time: 0.0026 memory: 2282 loss: 0.2633 loss_cls: 0.0720 loss_bbox: 0.1913 2023/06/07 21:33:17 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:33:26 - mmengine - INFO - Epoch(train) [286][150/782] lr: 2.9066e-04 eta: 1:25:34 time: 0.4237 data_time: 0.0029 memory: 2282 loss: 0.2753 loss_cls: 0.0788 loss_bbox: 0.1966 2023/06/07 21:33:47 - mmengine - INFO - Epoch(train) [286][200/782] lr: 2.8989e-04 eta: 1:25:12 time: 0.4284 data_time: 0.0028 memory: 2282 loss: 0.2587 loss_cls: 0.0701 loss_bbox: 0.1886 2023/06/07 21:34:09 - mmengine - INFO - Epoch(train) [286][250/782] lr: 2.8912e-04 eta: 1:24:49 time: 0.4322 data_time: 0.0026 memory: 2282 loss: 0.2724 loss_cls: 0.0732 loss_bbox: 0.1993 2023/06/07 21:34:30 - mmengine - INFO - Epoch(train) [286][300/782] lr: 2.8835e-04 eta: 1:24:27 time: 0.4306 data_time: 0.0026 memory: 2282 loss: 0.2682 loss_cls: 0.0722 loss_bbox: 0.1960 2023/06/07 21:34:51 - mmengine - INFO - Epoch(train) [286][350/782] lr: 2.8758e-04 eta: 1:24:05 time: 0.4254 data_time: 0.0025 memory: 2282 loss: 0.2727 loss_cls: 0.0787 loss_bbox: 0.1940 2023/06/07 21:35:13 - mmengine - INFO - Epoch(train) [286][400/782] lr: 2.8682e-04 eta: 1:23:42 time: 0.4244 data_time: 0.0026 memory: 2282 loss: 0.2680 loss_cls: 0.0717 loss_bbox: 0.1962 2023/06/07 21:35:34 - mmengine - INFO - Epoch(train) [286][450/782] lr: 2.8606e-04 eta: 1:23:20 time: 0.4227 data_time: 0.0027 memory: 2282 loss: 0.2693 loss_cls: 0.0745 loss_bbox: 0.1948 2023/06/07 21:35:55 - mmengine - INFO - Epoch(train) [286][500/782] lr: 2.8531e-04 eta: 1:22:57 time: 0.4198 data_time: 0.0028 memory: 2282 loss: 0.2659 loss_cls: 0.0758 loss_bbox: 0.1901 2023/06/07 21:36:16 - mmengine - INFO - Epoch(train) [286][550/782] lr: 2.8456e-04 eta: 1:22:35 time: 0.4232 data_time: 0.0026 memory: 2282 loss: 0.2685 loss_cls: 0.0716 loss_bbox: 0.1969 2023/06/07 21:36:37 - mmengine - INFO - Epoch(train) [286][600/782] lr: 2.8381e-04 eta: 1:22:12 time: 0.4196 data_time: 0.0026 memory: 2282 loss: 0.2677 loss_cls: 0.0726 loss_bbox: 0.1950 2023/06/07 21:36:59 - mmengine - INFO - Epoch(train) [286][650/782] lr: 2.8306e-04 eta: 1:21:50 time: 0.4304 data_time: 0.0027 memory: 2282 loss: 0.2651 loss_cls: 0.0738 loss_bbox: 0.1913 2023/06/07 21:37:20 - mmengine - INFO - Epoch(train) [286][700/782] lr: 2.8232e-04 eta: 1:21:28 time: 0.4271 data_time: 0.0026 memory: 2282 loss: 0.2694 loss_cls: 0.0755 loss_bbox: 0.1939 2023/06/07 21:37:41 - mmengine - INFO - Epoch(train) [286][750/782] lr: 2.8158e-04 eta: 1:21:05 time: 0.4278 data_time: 0.0027 memory: 2282 loss: 0.2730 loss_cls: 0.0778 loss_bbox: 0.1952 2023/06/07 21:37:53 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:37:56 - mmengine - INFO - Evaluating bbox... 2023/06/07 21:37:57 - mmengine - INFO - bbox_mAP_copypaste: 0.805 0.987 0.919 0.474 0.689 0.824 2023/06/07 21:37:57 - mmengine - INFO - Epoch(val) [286][43/43] coco/bbox_mAP: 0.8050 coco/bbox_mAP_50: 0.9870 coco/bbox_mAP_75: 0.9190 coco/bbox_mAP_s: 0.4740 coco/bbox_mAP_m: 0.6890 coco/bbox_mAP_l: 0.8240 data_time: 0.0285 time: 0.0555 2023/06/07 21:38:20 - mmengine - INFO - Epoch(train) [287][ 50/782] lr: 2.8037e-04 eta: 1:20:28 time: 0.4464 data_time: 0.0159 memory: 2282 loss: 0.2723 loss_cls: 0.0728 loss_bbox: 0.1995 2023/06/07 21:38:41 - mmengine - INFO - Epoch(train) [287][100/782] lr: 2.7964e-04 eta: 1:20:06 time: 0.4167 data_time: 0.0025 memory: 2282 loss: 0.2805 loss_cls: 0.0823 loss_bbox: 0.1982 2023/06/07 21:39:02 - mmengine - INFO - Epoch(train) [287][150/782] lr: 2.7892e-04 eta: 1:19:44 time: 0.4248 data_time: 0.0026 memory: 2282 loss: 0.2626 loss_cls: 0.0714 loss_bbox: 0.1912 2023/06/07 21:39:23 - mmengine - INFO - Epoch(train) [287][200/782] lr: 2.7819e-04 eta: 1:19:21 time: 0.4246 data_time: 0.0026 memory: 2282 loss: 0.2622 loss_cls: 0.0711 loss_bbox: 0.1911 2023/06/07 21:39:44 - mmengine - INFO - Epoch(train) [287][250/782] lr: 2.7747e-04 eta: 1:18:59 time: 0.4187 data_time: 0.0026 memory: 2282 loss: 0.2728 loss_cls: 0.0786 loss_bbox: 0.1941 2023/06/07 21:40:05 - mmengine - INFO - Epoch(train) [287][300/782] lr: 2.7675e-04 eta: 1:18:36 time: 0.4238 data_time: 0.0027 memory: 2282 loss: 0.2639 loss_cls: 0.0724 loss_bbox: 0.1915 2023/06/07 21:40:25 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:40:26 - mmengine - INFO - Epoch(train) [287][350/782] lr: 2.7604e-04 eta: 1:18:14 time: 0.4186 data_time: 0.0027 memory: 2282 loss: 0.2792 loss_cls: 0.0802 loss_bbox: 0.1990 2023/06/07 21:40:47 - mmengine - INFO - Epoch(train) [287][400/782] lr: 2.7533e-04 eta: 1:17:52 time: 0.4260 data_time: 0.0027 memory: 2282 loss: 0.2740 loss_cls: 0.0781 loss_bbox: 0.1958 2023/06/07 21:41:09 - mmengine - INFO - Epoch(train) [287][450/782] lr: 2.7462e-04 eta: 1:17:29 time: 0.4269 data_time: 0.0027 memory: 2282 loss: 0.2702 loss_cls: 0.0735 loss_bbox: 0.1967 2023/06/07 21:41:30 - mmengine - INFO - Epoch(train) [287][500/782] lr: 2.7392e-04 eta: 1:17:07 time: 0.4296 data_time: 0.0027 memory: 2282 loss: 0.2719 loss_cls: 0.0759 loss_bbox: 0.1960 2023/06/07 21:41:51 - mmengine - INFO - Epoch(train) [287][550/782] lr: 2.7322e-04 eta: 1:16:45 time: 0.4174 data_time: 0.0027 memory: 2282 loss: 0.2702 loss_cls: 0.0752 loss_bbox: 0.1950 2023/06/07 21:42:12 - mmengine - INFO - Epoch(train) [287][600/782] lr: 2.7252e-04 eta: 1:16:22 time: 0.4212 data_time: 0.0026 memory: 2282 loss: 0.2659 loss_cls: 0.0706 loss_bbox: 0.1953 2023/06/07 21:42:33 - mmengine - INFO - Epoch(train) [287][650/782] lr: 2.7182e-04 eta: 1:16:00 time: 0.4215 data_time: 0.0027 memory: 2282 loss: 0.2640 loss_cls: 0.0746 loss_bbox: 0.1894 2023/06/07 21:42:55 - mmengine - INFO - Epoch(train) [287][700/782] lr: 2.7113e-04 eta: 1:15:37 time: 0.4219 data_time: 0.0027 memory: 2282 loss: 0.2648 loss_cls: 0.0718 loss_bbox: 0.1930 2023/06/07 21:43:16 - mmengine - INFO - Epoch(train) [287][750/782] lr: 2.7044e-04 eta: 1:15:15 time: 0.4310 data_time: 0.0029 memory: 2282 loss: 0.2735 loss_cls: 0.0748 loss_bbox: 0.1987 2023/06/07 21:43:28 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:43:32 - mmengine - INFO - Evaluating bbox... 2023/06/07 21:43:33 - mmengine - INFO - bbox_mAP_copypaste: 0.805 0.987 0.921 0.503 0.689 0.824 2023/06/07 21:43:33 - mmengine - INFO - Epoch(val) [287][43/43] coco/bbox_mAP: 0.8050 coco/bbox_mAP_50: 0.9870 coco/bbox_mAP_75: 0.9210 coco/bbox_mAP_s: 0.5030 coco/bbox_mAP_m: 0.6890 coco/bbox_mAP_l: 0.8240 data_time: 0.0350 time: 0.0612 2023/06/07 21:43:55 - mmengine - INFO - Epoch(train) [288][ 50/782] lr: 2.6932e-04 eta: 1:14:38 time: 0.4512 data_time: 0.0125 memory: 2282 loss: 0.2654 loss_cls: 0.0716 loss_bbox: 0.1938 2023/06/07 21:44:17 - mmengine - INFO - Epoch(train) [288][100/782] lr: 2.6864e-04 eta: 1:14:16 time: 0.4244 data_time: 0.0032 memory: 2282 loss: 0.2727 loss_cls: 0.0769 loss_bbox: 0.1958 2023/06/07 21:44:38 - mmengine - INFO - Epoch(train) [288][150/782] lr: 2.6797e-04 eta: 1:13:54 time: 0.4211 data_time: 0.0028 memory: 2282 loss: 0.2700 loss_cls: 0.0756 loss_bbox: 0.1943 2023/06/07 21:44:59 - mmengine - INFO - Epoch(train) [288][200/782] lr: 2.6729e-04 eta: 1:13:31 time: 0.4220 data_time: 0.0025 memory: 2282 loss: 0.2803 loss_cls: 0.0809 loss_bbox: 0.1995 2023/06/07 21:45:20 - mmengine - INFO - Epoch(train) [288][250/782] lr: 2.6662e-04 eta: 1:13:09 time: 0.4255 data_time: 0.0027 memory: 2282 loss: 0.2673 loss_cls: 0.0741 loss_bbox: 0.1931 2023/06/07 21:45:41 - mmengine - INFO - Epoch(train) [288][300/782] lr: 2.6596e-04 eta: 1:12:47 time: 0.4183 data_time: 0.0027 memory: 2282 loss: 0.2730 loss_cls: 0.0752 loss_bbox: 0.1977 2023/06/07 21:46:02 - mmengine - INFO - Epoch(train) [288][350/782] lr: 2.6530e-04 eta: 1:12:24 time: 0.4235 data_time: 0.0027 memory: 2282 loss: 0.2708 loss_cls: 0.0759 loss_bbox: 0.1950 2023/06/07 21:46:24 - mmengine - INFO - Epoch(train) [288][400/782] lr: 2.6464e-04 eta: 1:12:02 time: 0.4251 data_time: 0.0027 memory: 2282 loss: 0.2751 loss_cls: 0.0775 loss_bbox: 0.1975 2023/06/07 21:46:45 - mmengine - INFO - Epoch(train) [288][450/782] lr: 2.6398e-04 eta: 1:11:40 time: 0.4191 data_time: 0.0028 memory: 2282 loss: 0.2657 loss_cls: 0.0724 loss_bbox: 0.1933 2023/06/07 21:47:06 - mmengine - INFO - Epoch(train) [288][500/782] lr: 2.6333e-04 eta: 1:11:17 time: 0.4211 data_time: 0.0028 memory: 2282 loss: 0.2775 loss_cls: 0.0783 loss_bbox: 0.1992 2023/06/07 21:47:27 - mmengine - INFO - Epoch(train) [288][550/782] lr: 2.6268e-04 eta: 1:10:55 time: 0.4248 data_time: 0.0026 memory: 2282 loss: 0.2631 loss_cls: 0.0725 loss_bbox: 0.1906 2023/06/07 21:47:34 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:47:48 - mmengine - INFO - Epoch(train) [288][600/782] lr: 2.6203e-04 eta: 1:10:33 time: 0.4260 data_time: 0.0026 memory: 2282 loss: 0.2710 loss_cls: 0.0749 loss_bbox: 0.1961 2023/06/07 21:48:09 - mmengine - INFO - Epoch(train) [288][650/782] lr: 2.6139e-04 eta: 1:10:10 time: 0.4225 data_time: 0.0027 memory: 2282 loss: 0.2637 loss_cls: 0.0731 loss_bbox: 0.1906 2023/06/07 21:48:31 - mmengine - INFO - Epoch(train) [288][700/782] lr: 2.6075e-04 eta: 1:09:48 time: 0.4228 data_time: 0.0026 memory: 2282 loss: 0.2637 loss_cls: 0.0688 loss_bbox: 0.1949 2023/06/07 21:48:52 - mmengine - INFO - Epoch(train) [288][750/782] lr: 2.6011e-04 eta: 1:09:26 time: 0.4232 data_time: 0.0028 memory: 2282 loss: 0.2658 loss_cls: 0.0749 loss_bbox: 0.1909 2023/06/07 21:49:04 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:49:07 - mmengine - INFO - Evaluating bbox... 2023/06/07 21:49:08 - mmengine - INFO - bbox_mAP_copypaste: 0.806 0.987 0.918 0.498 0.689 0.825 2023/06/07 21:49:08 - mmengine - INFO - Epoch(val) [288][43/43] coco/bbox_mAP: 0.8060 coco/bbox_mAP_50: 0.9870 coco/bbox_mAP_75: 0.9180 coco/bbox_mAP_s: 0.4980 coco/bbox_mAP_m: 0.6890 coco/bbox_mAP_l: 0.8250 data_time: 0.0290 time: 0.0552 2023/06/07 21:49:30 - mmengine - INFO - Epoch(train) [289][ 50/782] lr: 2.5907e-04 eta: 1:08:49 time: 0.4442 data_time: 0.0130 memory: 2282 loss: 0.2738 loss_cls: 0.0772 loss_bbox: 0.1966 2023/06/07 21:49:51 - mmengine - INFO - Epoch(train) [289][100/782] lr: 2.5845e-04 eta: 1:08:27 time: 0.4232 data_time: 0.0028 memory: 2282 loss: 0.2686 loss_cls: 0.0757 loss_bbox: 0.1929 2023/06/07 21:50:12 - mmengine - INFO - Epoch(train) [289][150/782] lr: 2.5782e-04 eta: 1:08:04 time: 0.4217 data_time: 0.0027 memory: 2282 loss: 0.2606 loss_cls: 0.0681 loss_bbox: 0.1924 2023/06/07 21:50:34 - mmengine - INFO - Epoch(train) [289][200/782] lr: 2.5720e-04 eta: 1:07:42 time: 0.4294 data_time: 0.0027 memory: 2282 loss: 0.2665 loss_cls: 0.0736 loss_bbox: 0.1928 2023/06/07 21:50:55 - mmengine - INFO - Epoch(train) [289][250/782] lr: 2.5658e-04 eta: 1:07:20 time: 0.4216 data_time: 0.0027 memory: 2282 loss: 0.2714 loss_cls: 0.0767 loss_bbox: 0.1947 2023/06/07 21:51:16 - mmengine - INFO - Epoch(train) [289][300/782] lr: 2.5597e-04 eta: 1:06:57 time: 0.4179 data_time: 0.0026 memory: 2282 loss: 0.2697 loss_cls: 0.0764 loss_bbox: 0.1933 2023/06/07 21:51:37 - mmengine - INFO - Epoch(train) [289][350/782] lr: 2.5536e-04 eta: 1:06:35 time: 0.4189 data_time: 0.0025 memory: 2282 loss: 0.2646 loss_cls: 0.0731 loss_bbox: 0.1915 2023/06/07 21:51:58 - mmengine - INFO - Epoch(train) [289][400/782] lr: 2.5475e-04 eta: 1:06:13 time: 0.4200 data_time: 0.0026 memory: 2282 loss: 0.2681 loss_cls: 0.0726 loss_bbox: 0.1954 2023/06/07 21:52:19 - mmengine - INFO - Epoch(train) [289][450/782] lr: 2.5414e-04 eta: 1:05:50 time: 0.4197 data_time: 0.0026 memory: 2282 loss: 0.2580 loss_cls: 0.0683 loss_bbox: 0.1897 2023/06/07 21:52:40 - mmengine - INFO - Epoch(train) [289][500/782] lr: 2.5354e-04 eta: 1:05:28 time: 0.4199 data_time: 0.0025 memory: 2282 loss: 0.2634 loss_cls: 0.0719 loss_bbox: 0.1915 2023/06/07 21:53:01 - mmengine - INFO - Epoch(train) [289][550/782] lr: 2.5294e-04 eta: 1:05:06 time: 0.4237 data_time: 0.0027 memory: 2282 loss: 0.2662 loss_cls: 0.0709 loss_bbox: 0.1953 2023/06/07 21:53:22 - mmengine - INFO - Epoch(train) [289][600/782] lr: 2.5235e-04 eta: 1:04:43 time: 0.4216 data_time: 0.0027 memory: 2282 loss: 0.2693 loss_cls: 0.0759 loss_bbox: 0.1934 2023/06/07 21:53:43 - mmengine - INFO - Epoch(train) [289][650/782] lr: 2.5176e-04 eta: 1:04:21 time: 0.4225 data_time: 0.0026 memory: 2282 loss: 0.2724 loss_cls: 0.0752 loss_bbox: 0.1972 2023/06/07 21:54:04 - mmengine - INFO - Epoch(train) [289][700/782] lr: 2.5117e-04 eta: 1:03:59 time: 0.4163 data_time: 0.0025 memory: 2282 loss: 0.2676 loss_cls: 0.0729 loss_bbox: 0.1946 2023/06/07 21:54:25 - mmengine - INFO - Epoch(train) [289][750/782] lr: 2.5058e-04 eta: 1:03:36 time: 0.4248 data_time: 0.0025 memory: 2282 loss: 0.2643 loss_cls: 0.0719 loss_bbox: 0.1924 2023/06/07 21:54:37 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:54:41 - mmengine - INFO - Evaluating bbox... 2023/06/07 21:54:42 - mmengine - INFO - bbox_mAP_copypaste: 0.805 0.987 0.915 0.500 0.689 0.825 2023/06/07 21:54:42 - mmengine - INFO - Epoch(val) [289][43/43] coco/bbox_mAP: 0.8050 coco/bbox_mAP_50: 0.9870 coco/bbox_mAP_75: 0.9150 coco/bbox_mAP_s: 0.5000 coco/bbox_mAP_m: 0.6890 coco/bbox_mAP_l: 0.8250 data_time: 0.0369 time: 0.0632 2023/06/07 21:54:44 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 21:55:05 - mmengine - INFO - Epoch(train) [290][ 50/782] lr: 2.4963e-04 eta: 1:03:00 time: 0.4547 data_time: 0.0281 memory: 2282 loss: 0.2650 loss_cls: 0.0733 loss_bbox: 0.1917 2023/06/07 21:55:26 - mmengine - INFO - Epoch(train) [290][100/782] lr: 2.4906e-04 eta: 1:02:38 time: 0.4239 data_time: 0.0030 memory: 2282 loss: 0.2681 loss_cls: 0.0735 loss_bbox: 0.1947 2023/06/07 21:55:47 - mmengine - INFO - Epoch(train) [290][150/782] lr: 2.4848e-04 eta: 1:02:15 time: 0.4212 data_time: 0.0031 memory: 2282 loss: 0.2601 loss_cls: 0.0651 loss_bbox: 0.1950 2023/06/07 21:56:08 - mmengine - INFO - Epoch(train) [290][200/782] lr: 2.4791e-04 eta: 1:01:53 time: 0.4215 data_time: 0.0029 memory: 2282 loss: 0.2606 loss_cls: 0.0704 loss_bbox: 0.1901 2023/06/07 21:56:29 - mmengine - INFO - Epoch(train) [290][250/782] lr: 2.4735e-04 eta: 1:01:31 time: 0.4262 data_time: 0.0030 memory: 2282 loss: 0.2717 loss_cls: 0.0736 loss_bbox: 0.1980 2023/06/07 21:56:50 - mmengine - INFO - Epoch(train) [290][300/782] lr: 2.4679e-04 eta: 1:01:08 time: 0.4207 data_time: 0.0027 memory: 2282 loss: 0.2707 loss_cls: 0.0776 loss_bbox: 0.1931 2023/06/07 21:57:12 - mmengine - INFO - Epoch(train) [290][350/782] lr: 2.4623e-04 eta: 1:00:46 time: 0.4237 data_time: 0.0027 memory: 2282 loss: 0.2660 loss_cls: 0.0714 loss_bbox: 0.1946 2023/06/07 21:57:33 - mmengine - INFO - Epoch(train) [290][400/782] lr: 2.4567e-04 eta: 1:00:24 time: 0.4278 data_time: 0.0028 memory: 2282 loss: 0.2643 loss_cls: 0.0716 loss_bbox: 0.1927 2023/06/07 21:57:54 - mmengine - INFO - Epoch(train) [290][450/782] lr: 2.4512e-04 eta: 1:00:02 time: 0.4212 data_time: 0.0027 memory: 2282 loss: 0.2504 loss_cls: 0.0649 loss_bbox: 0.1855 2023/06/07 21:58:15 - mmengine - INFO - Epoch(train) [290][500/782] lr: 2.4457e-04 eta: 0:59:39 time: 0.4213 data_time: 0.0026 memory: 2282 loss: 0.2611 loss_cls: 0.0706 loss_bbox: 0.1905 2023/06/07 21:58:36 - mmengine - INFO - Epoch(train) [290][550/782] lr: 2.4402e-04 eta: 0:59:17 time: 0.4186 data_time: 0.0028 memory: 2282 loss: 0.2636 loss_cls: 0.0696 loss_bbox: 0.1940 2023/06/07 21:58:58 - mmengine - INFO - Epoch(train) [290][600/782] lr: 2.4348e-04 eta: 0:58:55 time: 0.4292 data_time: 0.0030 memory: 2282 loss: 0.2641 loss_cls: 0.0721 loss_bbox: 0.1920 2023/06/07 21:59:19 - mmengine - INFO - Epoch(train) [290][650/782] lr: 2.4294e-04 eta: 0:58:33 time: 0.4276 data_time: 0.0029 memory: 2282 loss: 0.2643 loss_cls: 0.0720 loss_bbox: 0.1922 2023/06/07 21:59:41 - mmengine - INFO - Epoch(train) [290][700/782] lr: 2.4240e-04 eta: 0:58:11 time: 0.4322 data_time: 0.0030 memory: 2282 loss: 0.2658 loss_cls: 0.0697 loss_bbox: 0.1961 2023/06/07 22:00:02 - mmengine - INFO - Epoch(train) [290][750/782] lr: 2.4187e-04 eta: 0:57:48 time: 0.4331 data_time: 0.0028 memory: 2282 loss: 0.2686 loss_cls: 0.0761 loss_bbox: 0.1925 2023/06/07 22:00:14 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:00:14 - mmengine - INFO - Saving checkpoint at 290 epochs 2023/06/07 22:00:18 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:00:19 - mmengine - INFO - bbox_mAP_copypaste: 0.807 0.988 0.919 0.496 0.694 0.826 2023/06/07 22:00:19 - mmengine - INFO - Epoch(val) [290][43/43] coco/bbox_mAP: 0.8070 coco/bbox_mAP_50: 0.9880 coco/bbox_mAP_75: 0.9190 coco/bbox_mAP_s: 0.4960 coco/bbox_mAP_m: 0.6940 coco/bbox_mAP_l: 0.8260 data_time: 0.0234 time: 0.0486 2023/06/07 22:00:42 - mmengine - INFO - Epoch(train) [291][ 50/782] lr: 2.4100e-04 eta: 0:57:12 time: 0.4552 data_time: 0.0310 memory: 2282 loss: 0.2671 loss_cls: 0.0728 loss_bbox: 0.1943 2023/06/07 22:01:02 - mmengine - INFO - Epoch(train) [291][100/782] lr: 2.4048e-04 eta: 0:56:50 time: 0.4171 data_time: 0.0026 memory: 2282 loss: 0.2625 loss_cls: 0.0672 loss_bbox: 0.1952 2023/06/07 22:01:24 - mmengine - INFO - Epoch(train) [291][150/782] lr: 2.3996e-04 eta: 0:56:27 time: 0.4219 data_time: 0.0026 memory: 2282 loss: 0.2637 loss_cls: 0.0702 loss_bbox: 0.1935 2023/06/07 22:01:45 - mmengine - INFO - Epoch(train) [291][200/782] lr: 2.3944e-04 eta: 0:56:05 time: 0.4182 data_time: 0.0025 memory: 2282 loss: 0.2568 loss_cls: 0.0664 loss_bbox: 0.1904 2023/06/07 22:01:53 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:02:06 - mmengine - INFO - Epoch(train) [291][250/782] lr: 2.3893e-04 eta: 0:55:43 time: 0.4284 data_time: 0.0025 memory: 2282 loss: 0.2623 loss_cls: 0.0734 loss_bbox: 0.1889 2023/06/07 22:02:27 - mmengine - INFO - Epoch(train) [291][300/782] lr: 2.3842e-04 eta: 0:55:21 time: 0.4186 data_time: 0.0025 memory: 2282 loss: 0.2643 loss_cls: 0.0718 loss_bbox: 0.1925 2023/06/07 22:02:48 - mmengine - INFO - Epoch(train) [291][350/782] lr: 2.3791e-04 eta: 0:54:58 time: 0.4198 data_time: 0.0026 memory: 2282 loss: 0.2665 loss_cls: 0.0739 loss_bbox: 0.1927 2023/06/07 22:03:09 - mmengine - INFO - Epoch(train) [291][400/782] lr: 2.3740e-04 eta: 0:54:36 time: 0.4218 data_time: 0.0029 memory: 2282 loss: 0.2636 loss_cls: 0.0709 loss_bbox: 0.1927 2023/06/07 22:03:31 - mmengine - INFO - Epoch(train) [291][450/782] lr: 2.3690e-04 eta: 0:54:14 time: 0.4294 data_time: 0.0028 memory: 2282 loss: 0.2651 loss_cls: 0.0751 loss_bbox: 0.1900 2023/06/07 22:03:51 - mmengine - INFO - Epoch(train) [291][500/782] lr: 2.3641e-04 eta: 0:53:52 time: 0.4180 data_time: 0.0027 memory: 2282 loss: 0.2680 loss_cls: 0.0753 loss_bbox: 0.1928 2023/06/07 22:04:12 - mmengine - INFO - Epoch(train) [291][550/782] lr: 2.3591e-04 eta: 0:53:29 time: 0.4170 data_time: 0.0026 memory: 2282 loss: 0.2679 loss_cls: 0.0778 loss_bbox: 0.1900 2023/06/07 22:04:34 - mmengine - INFO - Epoch(train) [291][600/782] lr: 2.3542e-04 eta: 0:53:07 time: 0.4259 data_time: 0.0026 memory: 2282 loss: 0.2625 loss_cls: 0.0709 loss_bbox: 0.1916 2023/06/07 22:04:55 - mmengine - INFO - Epoch(train) [291][650/782] lr: 2.3493e-04 eta: 0:52:45 time: 0.4222 data_time: 0.0026 memory: 2282 loss: 0.2612 loss_cls: 0.0725 loss_bbox: 0.1887 2023/06/07 22:05:16 - mmengine - INFO - Epoch(train) [291][700/782] lr: 2.3445e-04 eta: 0:52:23 time: 0.4303 data_time: 0.0028 memory: 2282 loss: 0.2639 loss_cls: 0.0735 loss_bbox: 0.1904 2023/06/07 22:05:37 - mmengine - INFO - Epoch(train) [291][750/782] lr: 2.3397e-04 eta: 0:52:01 time: 0.4205 data_time: 0.0026 memory: 2282 loss: 0.2625 loss_cls: 0.0731 loss_bbox: 0.1894 2023/06/07 22:05:49 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:05:53 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:05:54 - mmengine - INFO - bbox_mAP_copypaste: 0.808 0.988 0.921 0.502 0.695 0.826 2023/06/07 22:05:54 - mmengine - INFO - Epoch(val) [291][43/43] coco/bbox_mAP: 0.8080 coco/bbox_mAP_50: 0.9880 coco/bbox_mAP_75: 0.9210 coco/bbox_mAP_s: 0.5020 coco/bbox_mAP_m: 0.6950 coco/bbox_mAP_l: 0.8260 data_time: 0.0336 time: 0.0596 2023/06/07 22:06:16 - mmengine - INFO - Epoch(train) [292][ 50/782] lr: 2.3319e-04 eta: 0:51:24 time: 0.4496 data_time: 0.0141 memory: 2282 loss: 0.2715 loss_cls: 0.0793 loss_bbox: 0.1923 2023/06/07 22:06:37 - mmengine - INFO - Epoch(train) [292][100/782] lr: 2.3272e-04 eta: 0:51:02 time: 0.4188 data_time: 0.0026 memory: 2282 loss: 0.2728 loss_cls: 0.0758 loss_bbox: 0.1970 2023/06/07 22:06:58 - mmengine - INFO - Epoch(train) [292][150/782] lr: 2.3225e-04 eta: 0:50:40 time: 0.4216 data_time: 0.0026 memory: 2282 loss: 0.2644 loss_cls: 0.0732 loss_bbox: 0.1912 2023/06/07 22:07:20 - mmengine - INFO - Epoch(train) [292][200/782] lr: 2.3178e-04 eta: 0:50:18 time: 0.4301 data_time: 0.0033 memory: 2282 loss: 0.2619 loss_cls: 0.0717 loss_bbox: 0.1901 2023/06/07 22:07:41 - mmengine - INFO - Epoch(train) [292][250/782] lr: 2.3132e-04 eta: 0:49:55 time: 0.4254 data_time: 0.0032 memory: 2282 loss: 0.2591 loss_cls: 0.0695 loss_bbox: 0.1896 2023/06/07 22:08:02 - mmengine - INFO - Epoch(train) [292][300/782] lr: 2.3086e-04 eta: 0:49:33 time: 0.4220 data_time: 0.0026 memory: 2282 loss: 0.2656 loss_cls: 0.0714 loss_bbox: 0.1942 2023/06/07 22:08:24 - mmengine - INFO - Epoch(train) [292][350/782] lr: 2.3041e-04 eta: 0:49:11 time: 0.4222 data_time: 0.0026 memory: 2282 loss: 0.2601 loss_cls: 0.0716 loss_bbox: 0.1885 2023/06/07 22:08:45 - mmengine - INFO - Epoch(train) [292][400/782] lr: 2.2996e-04 eta: 0:48:49 time: 0.4221 data_time: 0.0027 memory: 2282 loss: 0.2615 loss_cls: 0.0728 loss_bbox: 0.1887 2023/06/07 22:09:01 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:09:06 - mmengine - INFO - Epoch(train) [292][450/782] lr: 2.2951e-04 eta: 0:48:27 time: 0.4217 data_time: 0.0027 memory: 2282 loss: 0.2594 loss_cls: 0.0696 loss_bbox: 0.1899 2023/06/07 22:09:27 - mmengine - INFO - Epoch(train) [292][500/782] lr: 2.2906e-04 eta: 0:48:04 time: 0.4216 data_time: 0.0026 memory: 2282 loss: 0.2588 loss_cls: 0.0697 loss_bbox: 0.1891 2023/06/07 22:09:48 - mmengine - INFO - Epoch(train) [292][550/782] lr: 2.2862e-04 eta: 0:47:42 time: 0.4263 data_time: 0.0030 memory: 2282 loss: 0.2615 loss_cls: 0.0704 loss_bbox: 0.1911 2023/06/07 22:10:09 - mmengine - INFO - Epoch(train) [292][600/782] lr: 2.2818e-04 eta: 0:47:20 time: 0.4223 data_time: 0.0028 memory: 2282 loss: 0.2603 loss_cls: 0.0686 loss_bbox: 0.1917 2023/06/07 22:10:31 - mmengine - INFO - Epoch(train) [292][650/782] lr: 2.2775e-04 eta: 0:46:58 time: 0.4236 data_time: 0.0026 memory: 2282 loss: 0.2639 loss_cls: 0.0737 loss_bbox: 0.1902 2023/06/07 22:10:52 - mmengine - INFO - Epoch(train) [292][700/782] lr: 2.2732e-04 eta: 0:46:36 time: 0.4197 data_time: 0.0027 memory: 2282 loss: 0.2576 loss_cls: 0.0689 loss_bbox: 0.1887 2023/06/07 22:11:13 - mmengine - INFO - Epoch(train) [292][750/782] lr: 2.2689e-04 eta: 0:46:14 time: 0.4231 data_time: 0.0026 memory: 2282 loss: 0.2722 loss_cls: 0.0775 loss_bbox: 0.1947 2023/06/07 22:11:25 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:11:28 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:11:29 - mmengine - INFO - bbox_mAP_copypaste: 0.807 0.988 0.921 0.506 0.693 0.826 2023/06/07 22:11:29 - mmengine - INFO - Epoch(val) [292][43/43] coco/bbox_mAP: 0.8070 coco/bbox_mAP_50: 0.9880 coco/bbox_mAP_75: 0.9210 coco/bbox_mAP_s: 0.5060 coco/bbox_mAP_m: 0.6930 coco/bbox_mAP_l: 0.8260 data_time: 0.0261 time: 0.0520 2023/06/07 22:11:51 - mmengine - INFO - Epoch(train) [293][ 50/782] lr: 2.2619e-04 eta: 0:45:37 time: 0.4490 data_time: 0.0238 memory: 2282 loss: 0.2639 loss_cls: 0.0740 loss_bbox: 0.1900 2023/06/07 22:12:12 - mmengine - INFO - Epoch(train) [293][100/782] lr: 2.2577e-04 eta: 0:45:15 time: 0.4213 data_time: 0.0026 memory: 2282 loss: 0.2556 loss_cls: 0.0666 loss_bbox: 0.1890 2023/06/07 22:12:33 - mmengine - INFO - Epoch(train) [293][150/782] lr: 2.2536e-04 eta: 0:44:53 time: 0.4206 data_time: 0.0028 memory: 2282 loss: 0.2634 loss_cls: 0.0697 loss_bbox: 0.1937 2023/06/07 22:12:54 - mmengine - INFO - Epoch(train) [293][200/782] lr: 2.2495e-04 eta: 0:44:31 time: 0.4195 data_time: 0.0027 memory: 2282 loss: 0.2631 loss_cls: 0.0720 loss_bbox: 0.1910 2023/06/07 22:13:15 - mmengine - INFO - Epoch(train) [293][250/782] lr: 2.2454e-04 eta: 0:44:08 time: 0.4226 data_time: 0.0027 memory: 2282 loss: 0.2560 loss_cls: 0.0659 loss_bbox: 0.1900 2023/06/07 22:13:37 - mmengine - INFO - Epoch(train) [293][300/782] lr: 2.2413e-04 eta: 0:43:46 time: 0.4256 data_time: 0.0027 memory: 2282 loss: 0.2637 loss_cls: 0.0706 loss_bbox: 0.1931 2023/06/07 22:13:58 - mmengine - INFO - Epoch(train) [293][350/782] lr: 2.2373e-04 eta: 0:43:24 time: 0.4337 data_time: 0.0025 memory: 2282 loss: 0.2658 loss_cls: 0.0735 loss_bbox: 0.1923 2023/06/07 22:14:19 - mmengine - INFO - Epoch(train) [293][400/782] lr: 2.2333e-04 eta: 0:43:02 time: 0.4164 data_time: 0.0025 memory: 2282 loss: 0.2601 loss_cls: 0.0691 loss_bbox: 0.1911 2023/06/07 22:14:41 - mmengine - INFO - Epoch(train) [293][450/782] lr: 2.2293e-04 eta: 0:42:40 time: 0.4304 data_time: 0.0027 memory: 2282 loss: 0.2566 loss_cls: 0.0694 loss_bbox: 0.1872 2023/06/07 22:15:04 - mmengine - INFO - Epoch(train) [293][500/782] lr: 2.2254e-04 eta: 0:42:18 time: 0.4717 data_time: 0.0027 memory: 2282 loss: 0.2624 loss_cls: 0.0679 loss_bbox: 0.1945 2023/06/07 22:15:26 - mmengine - INFO - Epoch(train) [293][550/782] lr: 2.2215e-04 eta: 0:41:56 time: 0.4229 data_time: 0.0026 memory: 2282 loss: 0.2552 loss_cls: 0.0659 loss_bbox: 0.1892 2023/06/07 22:15:47 - mmengine - INFO - Epoch(train) [293][600/782] lr: 2.2177e-04 eta: 0:41:34 time: 0.4220 data_time: 0.0027 memory: 2282 loss: 0.2573 loss_cls: 0.0681 loss_bbox: 0.1891 2023/06/07 22:16:08 - mmengine - INFO - Epoch(train) [293][650/782] lr: 2.2138e-04 eta: 0:41:12 time: 0.4269 data_time: 0.0026 memory: 2282 loss: 0.2614 loss_cls: 0.0698 loss_bbox: 0.1916 2023/06/07 22:16:10 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:16:30 - mmengine - INFO - Epoch(train) [293][700/782] lr: 2.2100e-04 eta: 0:40:49 time: 0.4294 data_time: 0.0028 memory: 2282 loss: 0.2626 loss_cls: 0.0735 loss_bbox: 0.1892 2023/06/07 22:16:51 - mmengine - INFO - Epoch(train) [293][750/782] lr: 2.2063e-04 eta: 0:40:27 time: 0.4289 data_time: 0.0028 memory: 2282 loss: 0.2580 loss_cls: 0.0691 loss_bbox: 0.1889 2023/06/07 22:17:03 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:17:11 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:17:12 - mmengine - INFO - bbox_mAP_copypaste: 0.807 0.988 0.921 0.521 0.691 0.826 2023/06/07 22:17:12 - mmengine - INFO - Epoch(val) [293][43/43] coco/bbox_mAP: 0.8070 coco/bbox_mAP_50: 0.9880 coco/bbox_mAP_75: 0.9210 coco/bbox_mAP_s: 0.5210 coco/bbox_mAP_m: 0.6910 coco/bbox_mAP_l: 0.8260 data_time: 0.1456 time: 0.1715 2023/06/07 22:17:35 - mmengine - INFO - Epoch(train) [294][ 50/782] lr: 2.2002e-04 eta: 0:39:51 time: 0.4548 data_time: 0.0125 memory: 2282 loss: 0.2600 loss_cls: 0.0711 loss_bbox: 0.1889 2023/06/07 22:17:56 - mmengine - INFO - Epoch(train) [294][100/782] lr: 2.1965e-04 eta: 0:39:29 time: 0.4163 data_time: 0.0027 memory: 2282 loss: 0.2601 loss_cls: 0.0674 loss_bbox: 0.1927 2023/06/07 22:18:17 - mmengine - INFO - Epoch(train) [294][150/782] lr: 2.1929e-04 eta: 0:39:07 time: 0.4233 data_time: 0.0027 memory: 2282 loss: 0.2632 loss_cls: 0.0714 loss_bbox: 0.1919 2023/06/07 22:18:38 - mmengine - INFO - Epoch(train) [294][200/782] lr: 2.1893e-04 eta: 0:38:45 time: 0.4226 data_time: 0.0027 memory: 2282 loss: 0.2628 loss_cls: 0.0725 loss_bbox: 0.1902 2023/06/07 22:18:59 - mmengine - INFO - Epoch(train) [294][250/782] lr: 2.1857e-04 eta: 0:38:22 time: 0.4220 data_time: 0.0026 memory: 2282 loss: 0.2624 loss_cls: 0.0720 loss_bbox: 0.1904 2023/06/07 22:19:21 - mmengine - INFO - Epoch(train) [294][300/782] lr: 2.1822e-04 eta: 0:38:00 time: 0.4257 data_time: 0.0027 memory: 2282 loss: 0.2587 loss_cls: 0.0705 loss_bbox: 0.1882 2023/06/07 22:19:42 - mmengine - INFO - Epoch(train) [294][350/782] lr: 2.1787e-04 eta: 0:37:38 time: 0.4243 data_time: 0.0027 memory: 2282 loss: 0.2604 loss_cls: 0.0731 loss_bbox: 0.1874 2023/06/07 22:20:03 - mmengine - INFO - Epoch(train) [294][400/782] lr: 2.1752e-04 eta: 0:37:16 time: 0.4222 data_time: 0.0027 memory: 2282 loss: 0.2685 loss_cls: 0.0747 loss_bbox: 0.1938 2023/06/07 22:20:24 - mmengine - INFO - Epoch(train) [294][450/782] lr: 2.1718e-04 eta: 0:36:54 time: 0.4281 data_time: 0.0027 memory: 2282 loss: 0.2674 loss_cls: 0.0719 loss_bbox: 0.1955 2023/06/07 22:20:46 - mmengine - INFO - Epoch(train) [294][500/782] lr: 2.1684e-04 eta: 0:36:32 time: 0.4230 data_time: 0.0029 memory: 2282 loss: 0.2703 loss_cls: 0.0772 loss_bbox: 0.1931 2023/06/07 22:21:07 - mmengine - INFO - Epoch(train) [294][550/782] lr: 2.1650e-04 eta: 0:36:10 time: 0.4271 data_time: 0.0029 memory: 2282 loss: 0.2632 loss_cls: 0.0764 loss_bbox: 0.1868 2023/06/07 22:21:28 - mmengine - INFO - Epoch(train) [294][600/782] lr: 2.1617e-04 eta: 0:35:48 time: 0.4225 data_time: 0.0028 memory: 2282 loss: 0.2644 loss_cls: 0.0710 loss_bbox: 0.1934 2023/06/07 22:21:49 - mmengine - INFO - Epoch(train) [294][650/782] lr: 2.1584e-04 eta: 0:35:25 time: 0.4213 data_time: 0.0028 memory: 2282 loss: 0.2665 loss_cls: 0.0721 loss_bbox: 0.1944 2023/06/07 22:22:10 - mmengine - INFO - Epoch(train) [294][700/782] lr: 2.1552e-04 eta: 0:35:03 time: 0.4177 data_time: 0.0028 memory: 2282 loss: 0.2573 loss_cls: 0.0675 loss_bbox: 0.1898 2023/06/07 22:22:31 - mmengine - INFO - Epoch(train) [294][750/782] lr: 2.1519e-04 eta: 0:34:41 time: 0.4176 data_time: 0.0028 memory: 2282 loss: 0.2682 loss_cls: 0.0741 loss_bbox: 0.1941 2023/06/07 22:22:43 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:22:48 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:22:48 - mmengine - INFO - bbox_mAP_copypaste: 0.807 0.987 0.915 0.509 0.691 0.826 2023/06/07 22:22:48 - mmengine - INFO - Epoch(val) [294][43/43] coco/bbox_mAP: 0.8070 coco/bbox_mAP_50: 0.9870 coco/bbox_mAP_75: 0.9150 coco/bbox_mAP_s: 0.5090 coco/bbox_mAP_m: 0.6910 coco/bbox_mAP_l: 0.8260 data_time: 0.0275 time: 0.0536 2023/06/07 22:23:11 - mmengine - INFO - Epoch(train) [295][ 50/782] lr: 2.1467e-04 eta: 0:34:05 time: 0.4491 data_time: 0.0147 memory: 2282 loss: 0.2630 loss_cls: 0.0725 loss_bbox: 0.1905 2023/06/07 22:23:29 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:23:32 - mmengine - INFO - Epoch(train) [295][100/782] lr: 2.1436e-04 eta: 0:33:43 time: 0.4228 data_time: 0.0026 memory: 2282 loss: 0.2622 loss_cls: 0.0737 loss_bbox: 0.1885 2023/06/07 22:23:54 - mmengine - INFO - Epoch(train) [295][150/782] lr: 2.1405e-04 eta: 0:33:21 time: 0.4340 data_time: 0.0031 memory: 2282 loss: 0.2601 loss_cls: 0.0672 loss_bbox: 0.1929 2023/06/07 22:24:16 - mmengine - INFO - Epoch(train) [295][200/782] lr: 2.1374e-04 eta: 0:32:59 time: 0.4328 data_time: 0.0032 memory: 2282 loss: 0.2607 loss_cls: 0.0707 loss_bbox: 0.1901 2023/06/07 22:24:37 - mmengine - INFO - Epoch(train) [295][250/782] lr: 2.1344e-04 eta: 0:32:36 time: 0.4242 data_time: 0.0029 memory: 2282 loss: 0.2589 loss_cls: 0.0719 loss_bbox: 0.1870 2023/06/07 22:24:58 - mmengine - INFO - Epoch(train) [295][300/782] lr: 2.1314e-04 eta: 0:32:14 time: 0.4204 data_time: 0.0028 memory: 2282 loss: 0.2583 loss_cls: 0.0682 loss_bbox: 0.1901 2023/06/07 22:25:19 - mmengine - INFO - Epoch(train) [295][350/782] lr: 2.1284e-04 eta: 0:31:52 time: 0.4221 data_time: 0.0028 memory: 2282 loss: 0.2626 loss_cls: 0.0726 loss_bbox: 0.1900 2023/06/07 22:25:40 - mmengine - INFO - Epoch(train) [295][400/782] lr: 2.1254e-04 eta: 0:31:30 time: 0.4226 data_time: 0.0026 memory: 2282 loss: 0.2535 loss_cls: 0.0680 loss_bbox: 0.1855 2023/06/07 22:26:02 - mmengine - INFO - Epoch(train) [295][450/782] lr: 2.1225e-04 eta: 0:31:08 time: 0.4336 data_time: 0.0026 memory: 2282 loss: 0.2570 loss_cls: 0.0694 loss_bbox: 0.1876 2023/06/07 22:26:23 - mmengine - INFO - Epoch(train) [295][500/782] lr: 2.1197e-04 eta: 0:30:46 time: 0.4177 data_time: 0.0028 memory: 2282 loss: 0.2702 loss_cls: 0.0745 loss_bbox: 0.1957 2023/06/07 22:26:44 - mmengine - INFO - Epoch(train) [295][550/782] lr: 2.1168e-04 eta: 0:30:24 time: 0.4206 data_time: 0.0027 memory: 2282 loss: 0.2518 loss_cls: 0.0646 loss_bbox: 0.1871 2023/06/07 22:27:05 - mmengine - INFO - Epoch(train) [295][600/782] lr: 2.1140e-04 eta: 0:30:02 time: 0.4292 data_time: 0.0028 memory: 2282 loss: 0.2550 loss_cls: 0.0653 loss_bbox: 0.1898 2023/06/07 22:27:27 - mmengine - INFO - Epoch(train) [295][650/782] lr: 2.1113e-04 eta: 0:29:40 time: 0.4272 data_time: 0.0033 memory: 2282 loss: 0.2579 loss_cls: 0.0664 loss_bbox: 0.1915 2023/06/07 22:27:48 - mmengine - INFO - Epoch(train) [295][700/782] lr: 2.1085e-04 eta: 0:29:18 time: 0.4284 data_time: 0.0027 memory: 2282 loss: 0.2624 loss_cls: 0.0715 loss_bbox: 0.1909 2023/06/07 22:28:09 - mmengine - INFO - Epoch(train) [295][750/782] lr: 2.1058e-04 eta: 0:28:56 time: 0.4230 data_time: 0.0030 memory: 2282 loss: 0.2741 loss_cls: 0.0793 loss_bbox: 0.1948 2023/06/07 22:28:21 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:28:30 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:28:31 - mmengine - INFO - bbox_mAP_copypaste: 0.807 0.988 0.916 0.516 0.694 0.826 2023/06/07 22:28:31 - mmengine - INFO - Epoch(val) [295][43/43] coco/bbox_mAP: 0.8070 coco/bbox_mAP_50: 0.9880 coco/bbox_mAP_75: 0.9160 coco/bbox_mAP_s: 0.5160 coco/bbox_mAP_m: 0.6940 coco/bbox_mAP_l: 0.8260 data_time: 0.1409 time: 0.1678 2023/06/07 22:28:53 - mmengine - INFO - Epoch(train) [296][ 50/782] lr: 2.1015e-04 eta: 0:28:19 time: 0.4496 data_time: 0.0177 memory: 2282 loss: 0.2527 loss_cls: 0.0660 loss_bbox: 0.1867 2023/06/07 22:29:14 - mmengine - INFO - Epoch(train) [296][100/782] lr: 2.0989e-04 eta: 0:27:57 time: 0.4185 data_time: 0.0027 memory: 2282 loss: 0.2590 loss_cls: 0.0696 loss_bbox: 0.1895 2023/06/07 22:29:35 - mmengine - INFO - Epoch(train) [296][150/782] lr: 2.0963e-04 eta: 0:27:35 time: 0.4234 data_time: 0.0027 memory: 2282 loss: 0.2538 loss_cls: 0.0651 loss_bbox: 0.1887 2023/06/07 22:29:56 - mmengine - INFO - Epoch(train) [296][200/782] lr: 2.0938e-04 eta: 0:27:13 time: 0.4231 data_time: 0.0027 memory: 2282 loss: 0.2538 loss_cls: 0.0655 loss_bbox: 0.1883 2023/06/07 22:30:17 - mmengine - INFO - Epoch(train) [296][250/782] lr: 2.0913e-04 eta: 0:26:51 time: 0.4163 data_time: 0.0026 memory: 2282 loss: 0.2703 loss_cls: 0.0726 loss_bbox: 0.1977 2023/06/07 22:30:38 - mmengine - INFO - Epoch(train) [296][300/782] lr: 2.0888e-04 eta: 0:26:29 time: 0.4172 data_time: 0.0026 memory: 2282 loss: 0.2594 loss_cls: 0.0706 loss_bbox: 0.1888 2023/06/07 22:30:42 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:30:59 - mmengine - INFO - Epoch(train) [296][350/782] lr: 2.0863e-04 eta: 0:26:07 time: 0.4174 data_time: 0.0027 memory: 2282 loss: 0.2624 loss_cls: 0.0713 loss_bbox: 0.1912 2023/06/07 22:31:20 - mmengine - INFO - Epoch(train) [296][400/782] lr: 2.0839e-04 eta: 0:25:45 time: 0.4216 data_time: 0.0026 memory: 2282 loss: 0.2578 loss_cls: 0.0683 loss_bbox: 0.1895 2023/06/07 22:31:42 - mmengine - INFO - Epoch(train) [296][450/782] lr: 2.0816e-04 eta: 0:25:23 time: 0.4292 data_time: 0.0029 memory: 2282 loss: 0.2654 loss_cls: 0.0757 loss_bbox: 0.1897 2023/06/07 22:32:03 - mmengine - INFO - Epoch(train) [296][500/782] lr: 2.0792e-04 eta: 0:25:01 time: 0.4238 data_time: 0.0030 memory: 2282 loss: 0.2514 loss_cls: 0.0670 loss_bbox: 0.1844 2023/06/07 22:32:24 - mmengine - INFO - Epoch(train) [296][550/782] lr: 2.0769e-04 eta: 0:24:39 time: 0.4257 data_time: 0.0033 memory: 2282 loss: 0.2510 loss_cls: 0.0666 loss_bbox: 0.1844 2023/06/07 22:32:45 - mmengine - INFO - Epoch(train) [296][600/782] lr: 2.0747e-04 eta: 0:24:16 time: 0.4246 data_time: 0.0029 memory: 2282 loss: 0.2643 loss_cls: 0.0707 loss_bbox: 0.1935 2023/06/07 22:33:07 - mmengine - INFO - Epoch(train) [296][650/782] lr: 2.0724e-04 eta: 0:23:54 time: 0.4217 data_time: 0.0028 memory: 2282 loss: 0.2613 loss_cls: 0.0727 loss_bbox: 0.1886 2023/06/07 22:33:28 - mmengine - INFO - Epoch(train) [296][700/782] lr: 2.0702e-04 eta: 0:23:32 time: 0.4235 data_time: 0.0031 memory: 2282 loss: 0.2599 loss_cls: 0.0708 loss_bbox: 0.1891 2023/06/07 22:33:49 - mmengine - INFO - Epoch(train) [296][750/782] lr: 2.0680e-04 eta: 0:23:10 time: 0.4247 data_time: 0.0027 memory: 2282 loss: 0.2608 loss_cls: 0.0716 loss_bbox: 0.1892 2023/06/07 22:34:01 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:34:04 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:34:05 - mmengine - INFO - bbox_mAP_copypaste: 0.808 0.988 0.915 0.501 0.698 0.828 2023/06/07 22:34:05 - mmengine - INFO - Epoch(val) [296][43/43] coco/bbox_mAP: 0.8080 coco/bbox_mAP_50: 0.9880 coco/bbox_mAP_75: 0.9150 coco/bbox_mAP_s: 0.5010 coco/bbox_mAP_m: 0.6980 coco/bbox_mAP_l: 0.8280 data_time: 0.0287 time: 0.0549 2023/06/07 22:34:28 - mmengine - INFO - Epoch(train) [297][ 50/782] lr: 2.0646e-04 eta: 0:22:34 time: 0.4552 data_time: 0.0285 memory: 2282 loss: 0.2560 loss_cls: 0.0688 loss_bbox: 0.1873 2023/06/07 22:34:49 - mmengine - INFO - Epoch(train) [297][100/782] lr: 2.0625e-04 eta: 0:22:12 time: 0.4267 data_time: 0.0027 memory: 2282 loss: 0.2545 loss_cls: 0.0674 loss_bbox: 0.1871 2023/06/07 22:35:11 - mmengine - INFO - Epoch(train) [297][150/782] lr: 2.0604e-04 eta: 0:21:50 time: 0.4252 data_time: 0.0027 memory: 2282 loss: 0.2601 loss_cls: 0.0700 loss_bbox: 0.1902 2023/06/07 22:35:32 - mmengine - INFO - Epoch(train) [297][200/782] lr: 2.0584e-04 eta: 0:21:28 time: 0.4256 data_time: 0.0027 memory: 2282 loss: 0.2621 loss_cls: 0.0709 loss_bbox: 0.1912 2023/06/07 22:35:53 - mmengine - INFO - Epoch(train) [297][250/782] lr: 2.0565e-04 eta: 0:21:06 time: 0.4248 data_time: 0.0028 memory: 2282 loss: 0.2595 loss_cls: 0.0699 loss_bbox: 0.1897 2023/06/07 22:36:15 - mmengine - INFO - Epoch(train) [297][300/782] lr: 2.0545e-04 eta: 0:20:44 time: 0.4234 data_time: 0.0027 memory: 2282 loss: 0.2606 loss_cls: 0.0691 loss_bbox: 0.1916 2023/06/07 22:36:36 - mmengine - INFO - Epoch(train) [297][350/782] lr: 2.0526e-04 eta: 0:20:22 time: 0.4197 data_time: 0.0027 memory: 2282 loss: 0.2594 loss_cls: 0.0704 loss_bbox: 0.1890 2023/06/07 22:36:57 - mmengine - INFO - Epoch(train) [297][400/782] lr: 2.0507e-04 eta: 0:20:00 time: 0.4223 data_time: 0.0027 memory: 2282 loss: 0.2572 loss_cls: 0.0697 loss_bbox: 0.1875 2023/06/07 22:37:18 - mmengine - INFO - Epoch(train) [297][450/782] lr: 2.0489e-04 eta: 0:19:38 time: 0.4223 data_time: 0.0029 memory: 2282 loss: 0.2596 loss_cls: 0.0704 loss_bbox: 0.1892 2023/06/07 22:37:39 - mmengine - INFO - Epoch(train) [297][500/782] lr: 2.0471e-04 eta: 0:19:16 time: 0.4303 data_time: 0.0031 memory: 2282 loss: 0.2481 loss_cls: 0.0640 loss_bbox: 0.1841 2023/06/07 22:37:51 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:38:01 - mmengine - INFO - Epoch(train) [297][550/782] lr: 2.0453e-04 eta: 0:18:54 time: 0.4294 data_time: 0.0034 memory: 2282 loss: 0.2634 loss_cls: 0.0733 loss_bbox: 0.1901 2023/06/07 22:38:22 - mmengine - INFO - Epoch(train) [297][600/782] lr: 2.0436e-04 eta: 0:18:32 time: 0.4286 data_time: 0.0035 memory: 2282 loss: 0.2631 loss_cls: 0.0713 loss_bbox: 0.1918 2023/06/07 22:38:44 - mmengine - INFO - Epoch(train) [297][650/782] lr: 2.0419e-04 eta: 0:18:10 time: 0.4276 data_time: 0.0039 memory: 2282 loss: 0.2635 loss_cls: 0.0711 loss_bbox: 0.1924 2023/06/07 22:39:05 - mmengine - INFO - Epoch(train) [297][700/782] lr: 2.0402e-04 eta: 0:17:48 time: 0.4241 data_time: 0.0038 memory: 2282 loss: 0.2600 loss_cls: 0.0691 loss_bbox: 0.1909 2023/06/07 22:39:27 - mmengine - INFO - Epoch(train) [297][750/782] lr: 2.0386e-04 eta: 0:17:26 time: 0.4320 data_time: 0.0035 memory: 2282 loss: 0.2538 loss_cls: 0.0669 loss_bbox: 0.1868 2023/06/07 22:39:38 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:39:42 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:39:43 - mmengine - INFO - bbox_mAP_copypaste: 0.808 0.988 0.916 0.486 0.699 0.827 2023/06/07 22:39:43 - mmengine - INFO - Epoch(val) [297][43/43] coco/bbox_mAP: 0.8080 coco/bbox_mAP_50: 0.9880 coco/bbox_mAP_75: 0.9160 coco/bbox_mAP_s: 0.4860 coco/bbox_mAP_m: 0.6990 coco/bbox_mAP_l: 0.8270 data_time: 0.0358 time: 0.0629 2023/06/07 22:40:07 - mmengine - INFO - Epoch(train) [298][ 50/782] lr: 2.0359e-04 eta: 0:16:50 time: 0.4646 data_time: 0.0139 memory: 2282 loss: 0.2665 loss_cls: 0.0730 loss_bbox: 0.1935 2023/06/07 22:40:28 - mmengine - INFO - Epoch(train) [298][100/782] lr: 2.0344e-04 eta: 0:16:27 time: 0.4337 data_time: 0.0041 memory: 2282 loss: 0.2541 loss_cls: 0.0668 loss_bbox: 0.1873 2023/06/07 22:40:50 - mmengine - INFO - Epoch(train) [298][150/782] lr: 2.0329e-04 eta: 0:16:05 time: 0.4368 data_time: 0.0040 memory: 2282 loss: 0.2677 loss_cls: 0.0752 loss_bbox: 0.1925 2023/06/07 22:41:12 - mmengine - INFO - Epoch(train) [298][200/782] lr: 2.0314e-04 eta: 0:15:43 time: 0.4287 data_time: 0.0036 memory: 2282 loss: 0.2557 loss_cls: 0.0679 loss_bbox: 0.1878 2023/06/07 22:41:33 - mmengine - INFO - Epoch(train) [298][250/782] lr: 2.0300e-04 eta: 0:15:21 time: 0.4185 data_time: 0.0030 memory: 2282 loss: 0.2629 loss_cls: 0.0724 loss_bbox: 0.1905 2023/06/07 22:41:54 - mmengine - INFO - Epoch(train) [298][300/782] lr: 2.0285e-04 eta: 0:14:59 time: 0.4254 data_time: 0.0030 memory: 2282 loss: 0.2683 loss_cls: 0.0774 loss_bbox: 0.1909 2023/06/07 22:42:15 - mmengine - INFO - Epoch(train) [298][350/782] lr: 2.0272e-04 eta: 0:14:37 time: 0.4252 data_time: 0.0030 memory: 2282 loss: 0.2586 loss_cls: 0.0702 loss_bbox: 0.1884 2023/06/07 22:42:36 - mmengine - INFO - Epoch(train) [298][400/782] lr: 2.0258e-04 eta: 0:14:15 time: 0.4221 data_time: 0.0031 memory: 2282 loss: 0.2700 loss_cls: 0.0787 loss_bbox: 0.1913 2023/06/07 22:42:57 - mmengine - INFO - Epoch(train) [298][450/782] lr: 2.0245e-04 eta: 0:13:53 time: 0.4180 data_time: 0.0029 memory: 2282 loss: 0.2595 loss_cls: 0.0716 loss_bbox: 0.1879 2023/06/07 22:43:18 - mmengine - INFO - Epoch(train) [298][500/782] lr: 2.0232e-04 eta: 0:13:31 time: 0.4209 data_time: 0.0027 memory: 2282 loss: 0.2565 loss_cls: 0.0671 loss_bbox: 0.1894 2023/06/07 22:43:39 - mmengine - INFO - Epoch(train) [298][550/782] lr: 2.0220e-04 eta: 0:13:09 time: 0.4206 data_time: 0.0028 memory: 2282 loss: 0.2548 loss_cls: 0.0677 loss_bbox: 0.1870 2023/06/07 22:44:01 - mmengine - INFO - Epoch(train) [298][600/782] lr: 2.0208e-04 eta: 0:12:47 time: 0.4212 data_time: 0.0026 memory: 2282 loss: 0.2571 loss_cls: 0.0711 loss_bbox: 0.1860 2023/06/07 22:44:22 - mmengine - INFO - Epoch(train) [298][650/782] lr: 2.0196e-04 eta: 0:12:25 time: 0.4191 data_time: 0.0024 memory: 2282 loss: 0.2618 loss_cls: 0.0704 loss_bbox: 0.1914 2023/06/07 22:44:42 - mmengine - INFO - Epoch(train) [298][700/782] lr: 2.0185e-04 eta: 0:12:03 time: 0.4130 data_time: 0.0026 memory: 2282 loss: 0.2565 loss_cls: 0.0687 loss_bbox: 0.1879 2023/06/07 22:45:02 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:45:03 - mmengine - INFO - Epoch(train) [298][750/782] lr: 2.0174e-04 eta: 0:11:41 time: 0.4245 data_time: 0.0028 memory: 2282 loss: 0.2757 loss_cls: 0.0798 loss_bbox: 0.1958 2023/06/07 22:45:15 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:45:18 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:45:19 - mmengine - INFO - bbox_mAP_copypaste: 0.810 0.988 0.922 0.489 0.700 0.828 2023/06/07 22:45:19 - mmengine - INFO - Epoch(val) [298][43/43] coco/bbox_mAP: 0.8100 coco/bbox_mAP_50: 0.9880 coco/bbox_mAP_75: 0.9220 coco/bbox_mAP_s: 0.4890 coco/bbox_mAP_m: 0.7000 coco/bbox_mAP_l: 0.8280 data_time: 0.0362 time: 0.0636 2023/06/07 22:45:42 - mmengine - INFO - Epoch(train) [299][ 50/782] lr: 2.0156e-04 eta: 0:11:05 time: 0.4579 data_time: 0.0259 memory: 2282 loss: 0.2647 loss_cls: 0.0758 loss_bbox: 0.1889 2023/06/07 22:46:03 - mmengine - INFO - Epoch(train) [299][100/782] lr: 2.0146e-04 eta: 0:10:43 time: 0.4217 data_time: 0.0031 memory: 2282 loss: 0.2626 loss_cls: 0.0734 loss_bbox: 0.1891 2023/06/07 22:46:24 - mmengine - INFO - Epoch(train) [299][150/782] lr: 2.0136e-04 eta: 0:10:21 time: 0.4158 data_time: 0.0031 memory: 2282 loss: 0.2577 loss_cls: 0.0683 loss_bbox: 0.1894 2023/06/07 22:46:45 - mmengine - INFO - Epoch(train) [299][200/782] lr: 2.0127e-04 eta: 0:09:59 time: 0.4237 data_time: 0.0034 memory: 2282 loss: 0.2581 loss_cls: 0.0685 loss_bbox: 0.1896 2023/06/07 22:47:07 - mmengine - INFO - Epoch(train) [299][250/782] lr: 2.0118e-04 eta: 0:09:37 time: 0.4250 data_time: 0.0038 memory: 2282 loss: 0.2529 loss_cls: 0.0673 loss_bbox: 0.1856 2023/06/07 22:47:28 - mmengine - INFO - Epoch(train) [299][300/782] lr: 2.0109e-04 eta: 0:09:15 time: 0.4243 data_time: 0.0029 memory: 2282 loss: 0.2544 loss_cls: 0.0678 loss_bbox: 0.1867 2023/06/07 22:47:49 - mmengine - INFO - Epoch(train) [299][350/782] lr: 2.0101e-04 eta: 0:08:53 time: 0.4257 data_time: 0.0037 memory: 2282 loss: 0.2564 loss_cls: 0.0666 loss_bbox: 0.1898 2023/06/07 22:48:10 - mmengine - INFO - Epoch(train) [299][400/782] lr: 2.0092e-04 eta: 0:08:31 time: 0.4227 data_time: 0.0031 memory: 2282 loss: 0.2575 loss_cls: 0.0689 loss_bbox: 0.1886 2023/06/07 22:48:31 - mmengine - INFO - Epoch(train) [299][450/782] lr: 2.0085e-04 eta: 0:08:09 time: 0.4221 data_time: 0.0026 memory: 2282 loss: 0.2625 loss_cls: 0.0716 loss_bbox: 0.1909 2023/06/07 22:48:53 - mmengine - INFO - Epoch(train) [299][500/782] lr: 2.0077e-04 eta: 0:07:47 time: 0.4289 data_time: 0.0027 memory: 2282 loss: 0.2602 loss_cls: 0.0699 loss_bbox: 0.1903 2023/06/07 22:49:14 - mmengine - INFO - Epoch(train) [299][550/782] lr: 2.0070e-04 eta: 0:07:25 time: 0.4223 data_time: 0.0028 memory: 2282 loss: 0.2538 loss_cls: 0.0669 loss_bbox: 0.1869 2023/06/07 22:49:35 - mmengine - INFO - Epoch(train) [299][600/782] lr: 2.0063e-04 eta: 0:07:03 time: 0.4201 data_time: 0.0027 memory: 2282 loss: 0.2604 loss_cls: 0.0733 loss_bbox: 0.1871 2023/06/07 22:49:56 - mmengine - INFO - Epoch(train) [299][650/782] lr: 2.0057e-04 eta: 0:06:41 time: 0.4262 data_time: 0.0027 memory: 2282 loss: 0.2620 loss_cls: 0.0720 loss_bbox: 0.1900 2023/06/07 22:50:18 - mmengine - INFO - Epoch(train) [299][700/782] lr: 2.0051e-04 eta: 0:06:19 time: 0.4265 data_time: 0.0026 memory: 2282 loss: 0.2445 loss_cls: 0.0637 loss_bbox: 0.1808 2023/06/07 22:50:39 - mmengine - INFO - Epoch(train) [299][750/782] lr: 2.0045e-04 eta: 0:05:57 time: 0.4220 data_time: 0.0028 memory: 2282 loss: 0.2571 loss_cls: 0.0669 loss_bbox: 0.1902 2023/06/07 22:50:51 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:51:01 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:51:02 - mmengine - INFO - bbox_mAP_copypaste: 0.810 0.988 0.920 0.490 0.699 0.828 2023/06/07 22:51:02 - mmengine - INFO - Epoch(val) [299][43/43] coco/bbox_mAP: 0.8100 coco/bbox_mAP_50: 0.9880 coco/bbox_mAP_75: 0.9200 coco/bbox_mAP_s: 0.4900 coco/bbox_mAP_m: 0.6990 coco/bbox_mAP_l: 0.8280 data_time: 0.1252 time: 0.1505 2023/06/07 22:51:25 - mmengine - INFO - Epoch(train) [300][ 50/782] lr: 2.0037e-04 eta: 0:05:21 time: 0.4547 data_time: 0.0142 memory: 2282 loss: 0.2682 loss_cls: 0.0757 loss_bbox: 0.1925 2023/06/07 22:51:46 - mmengine - INFO - Epoch(train) [300][100/782] lr: 2.0032e-04 eta: 0:04:59 time: 0.4253 data_time: 0.0029 memory: 2282 loss: 0.2697 loss_cls: 0.0764 loss_bbox: 0.1933 2023/06/07 22:52:07 - mmengine - INFO - Epoch(train) [300][150/782] lr: 2.0027e-04 eta: 0:04:37 time: 0.4196 data_time: 0.0028 memory: 2282 loss: 0.2716 loss_cls: 0.0757 loss_bbox: 0.1960 2023/06/07 22:52:21 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:52:29 - mmengine - INFO - Epoch(train) [300][200/782] lr: 2.0023e-04 eta: 0:04:15 time: 0.4220 data_time: 0.0030 memory: 2282 loss: 0.2606 loss_cls: 0.0688 loss_bbox: 0.1917 2023/06/07 22:52:50 - mmengine - INFO - Epoch(train) [300][250/782] lr: 2.0019e-04 eta: 0:03:53 time: 0.4224 data_time: 0.0026 memory: 2282 loss: 0.2604 loss_cls: 0.0716 loss_bbox: 0.1888 2023/06/07 22:53:11 - mmengine - INFO - Epoch(train) [300][300/782] lr: 2.0016e-04 eta: 0:03:31 time: 0.4255 data_time: 0.0025 memory: 2282 loss: 0.2557 loss_cls: 0.0716 loss_bbox: 0.1841 2023/06/07 22:53:32 - mmengine - INFO - Epoch(train) [300][350/782] lr: 2.0013e-04 eta: 0:03:09 time: 0.4189 data_time: 0.0027 memory: 2282 loss: 0.2546 loss_cls: 0.0684 loss_bbox: 0.1862 2023/06/07 22:53:53 - mmengine - INFO - Epoch(train) [300][400/782] lr: 2.0010e-04 eta: 0:02:47 time: 0.4227 data_time: 0.0024 memory: 2282 loss: 0.2578 loss_cls: 0.0704 loss_bbox: 0.1873 2023/06/07 22:54:14 - mmengine - INFO - Epoch(train) [300][450/782] lr: 2.0008e-04 eta: 0:02:25 time: 0.4247 data_time: 0.0027 memory: 2282 loss: 0.2509 loss_cls: 0.0635 loss_bbox: 0.1874 2023/06/07 22:54:35 - mmengine - INFO - Epoch(train) [300][500/782] lr: 2.0005e-04 eta: 0:02:03 time: 0.4144 data_time: 0.0027 memory: 2282 loss: 0.2567 loss_cls: 0.0676 loss_bbox: 0.1891 2023/06/07 22:54:56 - mmengine - INFO - Epoch(train) [300][550/782] lr: 2.0004e-04 eta: 0:01:41 time: 0.4232 data_time: 0.0029 memory: 2282 loss: 0.2543 loss_cls: 0.0676 loss_bbox: 0.1867 2023/06/07 22:55:18 - mmengine - INFO - Epoch(train) [300][600/782] lr: 2.0002e-04 eta: 0:01:19 time: 0.4236 data_time: 0.0031 memory: 2282 loss: 0.2528 loss_cls: 0.0677 loss_bbox: 0.1851 2023/06/07 22:55:39 - mmengine - INFO - Epoch(train) [300][650/782] lr: 2.0001e-04 eta: 0:00:57 time: 0.4299 data_time: 0.0040 memory: 2282 loss: 0.2655 loss_cls: 0.0709 loss_bbox: 0.1946 2023/06/07 22:56:01 - mmengine - INFO - Epoch(train) [300][700/782] lr: 2.0000e-04 eta: 0:00:36 time: 0.4305 data_time: 0.0034 memory: 2282 loss: 0.2525 loss_cls: 0.0679 loss_bbox: 0.1846 2023/06/07 22:56:22 - mmengine - INFO - Epoch(train) [300][750/782] lr: 2.0000e-04 eta: 0:00:14 time: 0.4302 data_time: 0.0028 memory: 2282 loss: 0.2627 loss_cls: 0.0691 loss_bbox: 0.1936 2023/06/07 22:56:34 - mmengine - INFO - Exp name: hand_det_20230607_161242 2023/06/07 22:56:34 - mmengine - INFO - Saving checkpoint at 300 epochs 2023/06/07 22:56:38 - mmengine - INFO - Evaluating bbox... 2023/06/07 22:56:39 - mmengine - INFO - bbox_mAP_copypaste: 0.810 0.987 0.919 0.494 0.699 0.829 2023/06/07 22:56:39 - mmengine - INFO - Epoch(val) [300][43/43] coco/bbox_mAP: 0.8100 coco/bbox_mAP_50: 0.9870 coco/bbox_mAP_75: 0.9190 coco/bbox_mAP_s: 0.4940 coco/bbox_mAP_m: 0.6990 coco/bbox_mAP_l: 0.8290 data_time: 0.0246 time: 0.0498