2022/11/01 13:13:57 - 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: 531673355 GPU 0: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/cache/share/cuda-11.1 NVCC: Cuda compilation tools, release 11.1, V11.1.74 GCC: gcc (GCC) 5.4.0 PyTorch: 1.9.0+cu111 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.0.5 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.10.0+cu111 OpenCV: 4.6.0 MMEngine: 0.2.0 Runtime environment: cudnn_benchmark: True mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None Distributed launcher: slurm Distributed training: True GPU number: 1 ------------------------------------------------------------ 2022/11/01 13:13:57 - mmengine - INFO - Config: file_client_args = dict(backend='disk') mask_rcnn = dict( type='MaskRCNN', data_preprocessor=dict( type='DetDataPreprocessor', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], bgr_to_rgb=True, pad_mask=False, pad_size_divisor=32), backbone=dict( type='ResNet', depth=50, num_stages=4, out_indices=(0, 1, 2, 3), frozen_stages=1, norm_cfg=dict(type='BN', requires_grad=True), norm_eval=True, style='pytorch', init_cfg=dict(type='Pretrained', checkpoint='torchvision://resnet50')), neck=dict( type='FPN', in_channels=[256, 512, 1024, 2048], out_channels=256, num_outs=5), rpn_head=dict( type='RPNHead', in_channels=256, feat_channels=256, anchor_generator=dict( type='AnchorGenerator', scales=[4], ratios=[0.17, 0.44, 1.13, 2.9, 7.46], strides=[4, 8, 16, 32, 64]), bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[1.0, 1.0, 1.0, 1.0]), loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), loss_bbox=dict(type='L1Loss', loss_weight=1.0)), roi_head=dict( type='StandardRoIHead', bbox_roi_extractor=dict( type='SingleRoIExtractor', roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), out_channels=256, featmap_strides=[4, 8, 16, 32]), bbox_head=dict( type='Shared2FCBBoxHead', in_channels=256, fc_out_channels=1024, roi_feat_size=7, num_classes=1, bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[0.1, 0.1, 0.2, 0.2]), reg_class_agnostic=False, loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='L1Loss', loss_weight=1.0)), mask_roi_extractor=dict( type='SingleRoIExtractor', roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), out_channels=256, featmap_strides=[4, 8, 16, 32]), mask_head=dict( type='FCNMaskHead', num_convs=4, in_channels=256, conv_out_channels=256, num_classes=1, loss_mask=dict( type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), train_cfg=dict( rpn=dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.7, neg_iou_thr=0.3, min_pos_iou=0.3, match_low_quality=True, ignore_iof_thr=-1), sampler=dict( type='RandomSampler', num=256, pos_fraction=0.5, neg_pos_ub=-1, add_gt_as_proposals=False), allowed_border=-1, pos_weight=-1, debug=False), rpn_proposal=dict( nms_pre=2000, max_per_img=1000, nms=dict(type='nms', iou_threshold=0.7), min_bbox_size=0), rcnn=dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.5, neg_iou_thr=0.5, min_pos_iou=0.5, match_low_quality=True, ignore_iof_thr=-1), sampler=dict( type='RandomSampler', num=512, pos_fraction=0.25, neg_pos_ub=-1, add_gt_as_proposals=True), mask_size=28, pos_weight=-1, debug=False)), test_cfg=dict( rpn=dict( nms_pre=1000, max_per_img=1000, nms=dict(type='nms', iou_threshold=0.7), min_bbox_size=0), rcnn=dict( score_thr=0.05, nms=dict(type='nms', iou_threshold=0.5), max_per_img=100, mask_thr_binary=0.5)), _scope_='mmdet') model = dict( type='MMDetWrapper', text_repr_type='poly', cfg=dict( type='MaskRCNN', data_preprocessor=dict( type='DetDataPreprocessor', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], bgr_to_rgb=True, pad_mask=False, pad_size_divisor=32), backbone=dict( _scope_='mmocr', type='CLIPResNet', init_cfg=dict( type='Pretrained', checkpoint= 'r50_oclip.pth' )), neck=dict( type='FPN', in_channels=[256, 512, 1024, 2048], out_channels=256, num_outs=5), rpn_head=dict( type='RPNHead', in_channels=256, feat_channels=256, anchor_generator=dict( type='AnchorGenerator', scales=[4], ratios=[0.17, 0.44, 1.13, 2.9, 7.46], strides=[4, 8, 16, 32, 64]), bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[1.0, 1.0, 1.0, 1.0]), loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), loss_bbox=dict(type='L1Loss', loss_weight=1.0)), roi_head=dict( type='StandardRoIHead', bbox_roi_extractor=dict( type='SingleRoIExtractor', roi_layer=dict( type='RoIAlign', output_size=7, sampling_ratio=0), out_channels=256, featmap_strides=[4, 8, 16, 32]), bbox_head=dict( type='Shared2FCBBoxHead', in_channels=256, fc_out_channels=1024, roi_feat_size=7, num_classes=1, bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[0.1, 0.1, 0.2, 0.2]), reg_class_agnostic=False, loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='L1Loss', loss_weight=1.0)), mask_roi_extractor=dict( type='SingleRoIExtractor', roi_layer=dict( type='RoIAlign', output_size=14, sampling_ratio=0), out_channels=256, featmap_strides=[4, 8, 16, 32]), mask_head=dict( type='FCNMaskHead', num_convs=4, in_channels=256, conv_out_channels=256, num_classes=1, loss_mask=dict( type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), train_cfg=dict( rpn=dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.7, neg_iou_thr=0.3, min_pos_iou=0.3, match_low_quality=True, ignore_iof_thr=-1), sampler=dict( type='RandomSampler', num=256, pos_fraction=0.5, neg_pos_ub=-1, add_gt_as_proposals=False), allowed_border=-1, pos_weight=-1, debug=False), rpn_proposal=dict( nms_pre=2000, max_per_img=1000, nms=dict(type='nms', iou_threshold=0.7), min_bbox_size=0), rcnn=dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.5, neg_iou_thr=0.5, min_pos_iou=0.5, match_low_quality=True, ignore_iof_thr=-1), sampler=dict( type='RandomSampler', num=512, pos_fraction=0.25, neg_pos_ub=-1, add_gt_as_proposals=True), mask_size=28, pos_weight=-1, debug=False)), test_cfg=dict( rpn=dict( nms_pre=1000, max_per_img=1000, nms=dict(type='nms', iou_threshold=0.7), min_bbox_size=0), rcnn=dict( score_thr=0.05, nms=dict(type='nms', iou_threshold=0.5), max_per_img=100, mask_thr_binary=0.5)), _scope_='mmdet')) train_pipeline = [ dict( type='LoadImageFromFile', file_client_args=dict(backend='disk'), color_type='color_ignore_orientation'), dict( type='LoadOCRAnnotations', with_polygon=True, with_bbox=True, with_label=True), dict( type='TorchVisionWrapper', op='ColorJitter', brightness=0.12549019607843137, saturation=0.5, contrast=0.5), dict( type='RandomResize', scale=(640, 640), ratio_range=(1.0, 4.125), keep_ratio=True), dict(type='RandomFlip', prob=0.5), dict(type='TextDetRandomCrop', target_size=(640, 640)), dict(type='MMOCR2MMDet', poly2mask=True), dict( type='mmdet.PackDetInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'flip', 'scale_factor', 'flip_direction')) ] test_pipeline = [ dict( type='LoadImageFromFile', file_client_args=dict(backend='disk'), color_type='color_ignore_orientation'), dict(type='Resize', scale=(1920, 1920), keep_ratio=True), dict( type='LoadOCRAnnotations', with_polygon=True, with_bbox=True, with_label=True), dict( type='PackTextDetInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'scale_factor')) ] ic15_det_data_root = 'data/det/icdar2015' ic15_det_train = dict( type='OCRDataset', data_root='data/det/icdar2015', ann_file='instances_training.json', data_prefix=dict(img_path='imgs/'), filter_cfg=dict(filter_empty_gt=True, min_size=32), pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='disk'), color_type='color_ignore_orientation'), dict( type='LoadOCRAnnotations', with_polygon=True, with_bbox=True, with_label=True), dict( type='TorchVisionWrapper', op='ColorJitter', brightness=0.12549019607843137, saturation=0.5, contrast=0.5), dict( type='RandomResize', scale=(640, 640), ratio_range=(1.0, 4.125), keep_ratio=True), dict(type='RandomFlip', prob=0.5), dict(type='TextDetRandomCrop', target_size=(640, 640)), dict(type='MMOCR2MMDet', poly2mask=True), dict( type='mmdet.PackDetInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'flip', 'scale_factor', 'flip_direction')) ]) ic15_det_test = dict( type='OCRDataset', data_root='data/det/icdar2015', ann_file='instances_test.json', data_prefix=dict(img_path='imgs/'), test_mode=True, pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='disk'), color_type='color_ignore_orientation'), dict(type='Resize', scale=(1920, 1920), keep_ratio=True), dict( type='LoadOCRAnnotations', with_polygon=True, with_bbox=True, with_label=True), dict( type='PackTextDetInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'scale_factor')) ]) default_scope = 'mmocr' env_cfg = dict( cudnn_benchmark=True, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) randomness = dict(seed=None) default_hooks = dict( timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=5), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict( type='CheckpointHook', interval=20, out_dir='sproject:s3://oclip'), sampler_seed=dict(type='DistSamplerSeedHook'), sync_buffer=dict(type='SyncBuffersHook'), visualization=dict( type='VisualizationHook', interval=1, enable=False, show=False, draw_gt=False, draw_pred=False)) log_level = 'INFO' log_processor = dict(type='LogProcessor', window_size=10, by_epoch=True) load_from = None resume = True val_evaluator = dict(type='HmeanIOUMetric') test_evaluator = dict(type='HmeanIOUMetric') vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='TextDetLocalVisualizer', name='visualizer', vis_backends=[dict(type='LocalVisBackend')]) optim_wrapper = dict( type='OptimWrapper', optimizer=dict(type='SGD', lr=0.02, momentum=0.9, weight_decay=0.0001)) train_cfg = dict(type='EpochBasedTrainLoop', max_epochs=160, val_interval=20) val_cfg = dict(type='ValLoop') test_cfg = dict(type='TestLoop') param_scheduler = [ dict(type='LinearLR', end=500, start_factor=0.001, by_epoch=False), dict(type='MultiStepLR', milestones=[80, 128], end=160) ] train_dataloader = dict( batch_size=8, num_workers=4, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True), dataset=dict( type='OCRDataset', data_root='openmmlab:s3://openmmlab/datasets/ocr/det/icdar2015', ann_file='instances_training.json', data_prefix=dict(img_path='imgs/'), filter_cfg=dict(filter_empty_gt=True, min_size=32), pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='petrel'), color_type='color_ignore_orientation'), dict( type='LoadOCRAnnotations', with_polygon=True, with_bbox=True, with_label=True), dict( type='TorchVisionWrapper', op='ColorJitter', brightness=0.12549019607843137, saturation=0.5, contrast=0.5), dict( type='RandomResize', scale=(640, 640), ratio_range=(1.0, 4.125), keep_ratio=True), dict(type='RandomFlip', prob=0.5), dict(type='TextDetRandomCrop', target_size=(640, 640)), dict(type='MMOCR2MMDet', poly2mask=True), dict( type='mmdet.PackDetInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'flip', 'scale_factor', 'flip_direction')) ])) val_dataloader = dict( batch_size=1, num_workers=1, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='OCRDataset', data_root='openmmlab:s3://openmmlab/datasets/ocr/det/icdar2015', ann_file='instances_test.json', data_prefix=dict(img_path='imgs/'), test_mode=True, pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='petrel'), color_type='color_ignore_orientation'), dict(type='Resize', scale=(1920, 1920), keep_ratio=True), dict( type='LoadOCRAnnotations', with_polygon=True, with_bbox=True, with_label=True), dict( type='PackTextDetInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'scale_factor')) ])) test_dataloader = dict( batch_size=1, num_workers=1, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='OCRDataset', data_root='openmmlab:s3://openmmlab/datasets/ocr/det/icdar2015', ann_file='instances_test.json', data_prefix=dict(img_path='imgs/'), test_mode=True, pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='petrel'), color_type='color_ignore_orientation'), dict(type='Resize', scale=(1920, 1920), keep_ratio=True), dict( type='LoadOCRAnnotations', with_polygon=True, with_bbox=True, with_label=True), dict( type='PackTextDetInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'scale_factor')) ])) auto_scale_lr = dict(base_batch_size=8) launcher = 'slurm' work_dir = './work_dirs/mask-rcnn_resnet50-oclip_fpn_160e_icdar2015' Name of parameter - Initialization information wrapped_model.backbone.stem.0.weight - torch.Size([32, 3, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.stem.1.weight - torch.Size([32]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.stem.1.bias - torch.Size([32]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.stem.3.weight - torch.Size([32, 32, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.stem.4.weight - torch.Size([32]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.stem.4.bias - torch.Size([32]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.stem.6.weight - torch.Size([64, 32, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.stem.7.weight - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.stem.7.bias - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.conv1.weight - torch.Size([64, 64, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.bn1.weight - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.bn1.bias - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.conv2.weight - torch.Size([64, 64, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.bn2.weight - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.bn2.bias - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.conv3.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.bn3.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.bn3.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.downsample.1.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.downsample.2.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.0.downsample.2.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.1.conv1.weight - torch.Size([64, 256, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.1.bn1.weight - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.1.bn1.bias - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.1.conv2.weight - torch.Size([64, 64, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.1.bn2.weight - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.1.bn2.bias - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.1.conv3.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.1.bn3.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.1.bn3.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.2.conv1.weight - torch.Size([64, 256, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.2.bn1.weight - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.2.bn1.bias - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.2.conv2.weight - torch.Size([64, 64, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.2.bn2.weight - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.2.bn2.bias - torch.Size([64]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.2.conv3.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.2.bn3.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer1.2.bn3.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.conv1.weight - torch.Size([128, 256, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.bn1.weight - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.bn1.bias - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.bn2.weight - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.bn2.bias - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.bn3.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.bn3.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.downsample.1.weight - torch.Size([512, 256, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.downsample.2.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.0.downsample.2.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.1.conv1.weight - torch.Size([128, 512, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.1.bn1.weight - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.1.bn1.bias - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.1.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.1.bn2.weight - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.1.bn2.bias - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.1.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.1.bn3.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.1.bn3.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.2.conv1.weight - torch.Size([128, 512, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.2.bn1.weight - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.2.bn1.bias - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.2.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.2.bn2.weight - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.2.bn2.bias - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.2.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.2.bn3.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.2.bn3.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.3.conv1.weight - torch.Size([128, 512, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.3.bn1.weight - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.3.bn1.bias - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.3.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.3.bn2.weight - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.3.bn2.bias - torch.Size([128]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.3.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.3.bn3.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer2.3.bn3.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.conv1.weight - torch.Size([256, 512, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.bn1.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.bn1.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.bn2.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.bn2.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.bn3.weight - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.bn3.bias - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.downsample.1.weight - torch.Size([1024, 512, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.downsample.2.weight - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.0.downsample.2.bias - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.1.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.1.bn1.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.1.bn1.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.1.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.1.bn2.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.1.bn2.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.1.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.1.bn3.weight - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.1.bn3.bias - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.2.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.2.bn1.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.2.bn1.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.2.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.2.bn2.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.2.bn2.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.2.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.2.bn3.weight - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.2.bn3.bias - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.3.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.3.bn1.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.3.bn1.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.3.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.3.bn2.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.3.bn2.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.3.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.3.bn3.weight - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.3.bn3.bias - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.4.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.4.bn1.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.4.bn1.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.4.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.4.bn2.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.4.bn2.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.4.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.4.bn3.weight - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.4.bn3.bias - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.5.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.5.bn1.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.5.bn1.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.5.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.5.bn2.weight - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.5.bn2.bias - torch.Size([256]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.5.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.5.bn3.weight - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer3.5.bn3.bias - torch.Size([1024]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.conv1.weight - torch.Size([512, 1024, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.bn1.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.bn1.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.conv2.weight - torch.Size([512, 512, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.bn2.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.bn2.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.conv3.weight - torch.Size([2048, 512, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.bn3.weight - torch.Size([2048]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.bn3.bias - torch.Size([2048]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.downsample.1.weight - torch.Size([2048, 1024, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.downsample.2.weight - torch.Size([2048]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.0.downsample.2.bias - torch.Size([2048]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.1.conv1.weight - torch.Size([512, 2048, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.1.bn1.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.1.bn1.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.1.conv2.weight - torch.Size([512, 512, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.1.bn2.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.1.bn2.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.1.conv3.weight - torch.Size([2048, 512, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.1.bn3.weight - torch.Size([2048]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.1.bn3.bias - torch.Size([2048]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.2.conv1.weight - torch.Size([512, 2048, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.2.bn1.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.2.bn1.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.2.conv2.weight - torch.Size([512, 512, 3, 3]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.2.bn2.weight - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.2.bn2.bias - torch.Size([512]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.2.conv3.weight - torch.Size([2048, 512, 1, 1]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.2.bn3.weight - torch.Size([2048]): PretrainedInit: load from r50_oclip.pth wrapped_model.backbone.layer4.2.bn3.bias - torch.Size([2048]): PretrainedInit: load from r50_oclip.pth wrapped_model.neck.lateral_convs.0.conv.weight - torch.Size([256, 256, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.neck.lateral_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.neck.lateral_convs.1.conv.weight - torch.Size([256, 512, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.neck.lateral_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.neck.lateral_convs.2.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.neck.lateral_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.neck.lateral_convs.3.conv.weight - torch.Size([256, 2048, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.neck.lateral_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.neck.fpn_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.neck.fpn_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.neck.fpn_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.neck.fpn_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.neck.fpn_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.neck.fpn_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.neck.fpn_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.neck.fpn_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.rpn_head.rpn_conv.weight - torch.Size([256, 256, 3, 3]): NormalInit: mean=0, std=0.01, bias=0 wrapped_model.rpn_head.rpn_conv.bias - torch.Size([256]): NormalInit: mean=0, std=0.01, bias=0 wrapped_model.rpn_head.rpn_cls.weight - torch.Size([5, 256, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 wrapped_model.rpn_head.rpn_cls.bias - torch.Size([5]): NormalInit: mean=0, std=0.01, bias=0 wrapped_model.rpn_head.rpn_reg.weight - torch.Size([20, 256, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 wrapped_model.rpn_head.rpn_reg.bias - torch.Size([20]): NormalInit: mean=0, std=0.01, bias=0 wrapped_model.roi_head.bbox_head.fc_cls.weight - torch.Size([2, 1024]): NormalInit: mean=0, std=0.01, bias=0 wrapped_model.roi_head.bbox_head.fc_cls.bias - torch.Size([2]): NormalInit: mean=0, std=0.01, bias=0 wrapped_model.roi_head.bbox_head.fc_reg.weight - torch.Size([4, 1024]): NormalInit: mean=0, std=0.001, bias=0 wrapped_model.roi_head.bbox_head.fc_reg.bias - torch.Size([4]): NormalInit: mean=0, std=0.001, bias=0 wrapped_model.roi_head.bbox_head.shared_fcs.0.weight - torch.Size([1024, 12544]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.roi_head.bbox_head.shared_fcs.0.bias - torch.Size([1024]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.roi_head.bbox_head.shared_fcs.1.weight - torch.Size([1024, 1024]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.roi_head.bbox_head.shared_fcs.1.bias - torch.Size([1024]): XavierInit: gain=1, distribution=uniform, bias=0 wrapped_model.roi_head.mask_head.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): Initialized by user-defined `init_weights` in ConvModule wrapped_model.roi_head.mask_head.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.roi_head.mask_head.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): Initialized by user-defined `init_weights` in ConvModule wrapped_model.roi_head.mask_head.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.roi_head.mask_head.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): Initialized by user-defined `init_weights` in ConvModule wrapped_model.roi_head.mask_head.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.roi_head.mask_head.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): Initialized by user-defined `init_weights` in ConvModule wrapped_model.roi_head.mask_head.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MMDetWrapper wrapped_model.roi_head.mask_head.upsample.weight - torch.Size([256, 256, 2, 2]): Initialized by user-defined `init_weights` in FCNMaskHead wrapped_model.roi_head.mask_head.upsample.bias - torch.Size([256]): Initialized by user-defined `init_weights` in FCNMaskHead wrapped_model.roi_head.mask_head.conv_logits.weight - torch.Size([1, 256, 1, 1]): Initialized by user-defined `init_weights` in FCNMaskHead wrapped_model.roi_head.mask_head.conv_logits.bias - torch.Size([1]): Initialized by user-defined `init_weights` in FCNMaskHead 2022/11/01 13:14:43 - mmengine - INFO - Auto resumed from the latest checkpoint sproject:s3://oclip/mask-rcnn_resnet50-oclip_fpn_160e_icdar2015/epoch_20.pth. 2022/11/01 13:14:45 - mmengine - INFO - Load checkpoint from sproject:s3://oclip/mask-rcnn_resnet50-oclip_fpn_160e_icdar2015/epoch_20.pth 2022/11/01 13:14:45 - mmengine - INFO - resumed epoch: 20, iter: 2500 2022/11/01 13:14:45 - mmengine - INFO - Checkpoints will be saved to sproject:s3://oclip/mask-rcnn_resnet50-oclip_fpn_160e_icdar2015. 2022/11/01 13:16:47 - mmengine - INFO - Epoch(train) [21][5/125] lr: 2.0000e-02 eta: 2:12:17 time: 12.4189 data_time: 10.8211 memory: 41868 loss: 0.4982 loss_rpn_cls: 0.0142 loss_rpn_bbox: 0.0060 loss_cls: 0.1014 acc: 94.6045 loss_bbox: 0.1016 loss_mask: 0.2751 2022/11/01 13:16:51 - mmengine - INFO - Epoch(train) [21][10/125] lr: 2.0000e-02 eta: 2 days, 13:12:00 time: 12.5969 data_time: 10.8503 memory: 9493 loss: 0.4767 loss_rpn_cls: 0.0122 loss_rpn_bbox: 0.0060 loss_cls: 0.0989 acc: 95.4590 loss_bbox: 0.1022 loss_mask: 0.2572 2022/11/01 13:16:53 - mmengine - INFO - Epoch(train) [21][15/125] lr: 2.0000e-02 eta: 2 days, 13:12:00 time: 0.5987 data_time: 0.1183 memory: 9364 loss: 0.4676 loss_rpn_cls: 0.0120 loss_rpn_bbox: 0.0058 loss_cls: 0.1007 acc: 97.3145 loss_bbox: 0.1016 loss_mask: 0.2475 2022/11/01 13:16:56 - mmengine - INFO - Epoch(train) [21][20/125] lr: 2.0000e-02 eta: 1 day, 7:46:30 time: 0.4912 data_time: 0.1127 memory: 9505 loss: 0.4561 loss_rpn_cls: 0.0103 loss_rpn_bbox: 0.0052 loss_cls: 0.0913 acc: 95.7520 loss_bbox: 0.0990 loss_mask: 0.2503 2022/11/01 13:16:59 - mmengine - INFO - Epoch(train) [21][25/125] lr: 2.0000e-02 eta: 1 day, 7:46:30 time: 0.5832 data_time: 0.1869 memory: 9756 loss: 0.4908 loss_rpn_cls: 0.0143 loss_rpn_bbox: 0.0064 loss_cls: 0.0917 acc: 94.5068 loss_bbox: 0.1050 loss_mask: 0.2734 2022/11/01 13:17:02 - mmengine - INFO - Epoch(train) [21][30/125] lr: 2.0000e-02 eta: 22:11:26 time: 0.6303 data_time: 0.2108 memory: 9550 loss: 0.5343 loss_rpn_cls: 0.0191 loss_rpn_bbox: 0.0073 loss_cls: 0.0997 acc: 95.5566 loss_bbox: 0.1089 loss_mask: 0.2994 2022/11/01 13:17:05 - mmengine - INFO - Epoch(train) [21][35/125] lr: 2.0000e-02 eta: 22:11:26 time: 0.5627 data_time: 0.1402 memory: 9820 loss: 0.5312 loss_rpn_cls: 0.0150 loss_rpn_bbox: 0.0070 loss_cls: 0.1053 acc: 97.4121 loss_bbox: 0.1153 loss_mask: 0.2886 2022/11/01 13:17:07 - mmengine - INFO - Epoch(train) [21][40/125] lr: 2.0000e-02 eta: 17:13:48 time: 0.4919 data_time: 0.1006 memory: 9437 loss: 0.4880 loss_rpn_cls: 0.0107 loss_rpn_bbox: 0.0070 loss_cls: 0.0905 acc: 98.1689 loss_bbox: 0.1071 loss_mask: 0.2726 2022/11/01 13:17:10 - mmengine - INFO - Epoch(train) [21][45/125] lr: 2.0000e-02 eta: 17:13:48 time: 0.5286 data_time: 0.1497 memory: 9614 loss: 0.4607 loss_rpn_cls: 0.0115 loss_rpn_bbox: 0.0061 loss_cls: 0.0801 acc: 95.1416 loss_bbox: 0.0876 loss_mask: 0.2754 2022/11/01 13:17:12 - mmengine - INFO - Epoch(train) [21][50/125] lr: 2.0000e-02 eta: 14:18:23 time: 0.5472 data_time: 0.1655 memory: 9764 loss: 0.5146 loss_rpn_cls: 0.0141 loss_rpn_bbox: 0.0069 loss_cls: 0.1002 acc: 98.0469 loss_bbox: 0.1019 loss_mask: 0.2916 2022/11/01 13:17:15 - mmengine - INFO - Epoch(train) [21][55/125] lr: 2.0000e-02 eta: 14:18:23 time: 0.4867 data_time: 0.1069 memory: 9530 loss: 0.5058 loss_rpn_cls: 0.0142 loss_rpn_bbox: 0.0072 loss_cls: 0.0981 acc: 97.8760 loss_bbox: 0.1020 loss_mask: 0.2844 2022/11/01 13:17:17 - mmengine - INFO - Epoch(train) [21][60/125] lr: 2.0000e-02 eta: 12:17:34 time: 0.4677 data_time: 0.1082 memory: 9279 loss: 0.4702 loss_rpn_cls: 0.0103 loss_rpn_bbox: 0.0052 loss_cls: 0.0912 acc: 96.8994 loss_bbox: 0.0901 loss_mask: 0.2734 2022/11/01 13:17:19 - mmengine - INFO - Epoch(train) [21][65/125] lr: 2.0000e-02 eta: 12:17:34 time: 0.4581 data_time: 0.1106 memory: 9142 loss: 0.4651 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0041 loss_cls: 0.0880 acc: 99.0967 loss_bbox: 0.0825 loss_mask: 0.2822 2022/11/01 13:17:22 - mmengine - INFO - Epoch(train) [21][70/125] lr: 2.0000e-02 eta: 10:50:51 time: 0.4582 data_time: 0.1054 memory: 9275 loss: 0.4352 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0042 loss_cls: 0.0773 acc: 98.0469 loss_bbox: 0.0766 loss_mask: 0.2680 2022/11/01 13:17:24 - mmengine - INFO - Epoch(train) [21][75/125] lr: 2.0000e-02 eta: 10:50:51 time: 0.4991 data_time: 0.1299 memory: 9307 loss: 0.4846 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0053 loss_cls: 0.0826 acc: 96.5088 loss_bbox: 0.0915 loss_mask: 0.2960 2022/11/01 13:17:27 - mmengine - INFO - Epoch(train) [21][80/125] lr: 2.0000e-02 eta: 9:49:00 time: 0.5464 data_time: 0.1296 memory: 9433 loss: 0.5171 loss_rpn_cls: 0.0112 loss_rpn_bbox: 0.0063 loss_cls: 0.0877 acc: 97.1680 loss_bbox: 0.1084 loss_mask: 0.3035 2022/11/01 13:17:30 - mmengine - INFO - Epoch(train) [21][85/125] lr: 2.0000e-02 eta: 9:49:00 time: 0.5409 data_time: 0.1216 memory: 9675 loss: 0.4997 loss_rpn_cls: 0.0102 loss_rpn_bbox: 0.0065 loss_cls: 0.0919 acc: 96.6553 loss_bbox: 0.1133 loss_mask: 0.2778 2022/11/01 13:17:32 - mmengine - INFO - Epoch(train) [21][90/125] lr: 2.0000e-02 eta: 8:59:32 time: 0.5049 data_time: 0.1265 memory: 9683 loss: 0.4529 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0057 loss_cls: 0.0794 acc: 98.2178 loss_bbox: 0.0918 loss_mask: 0.2681 2022/11/01 13:17:35 - mmengine - INFO - Epoch(train) [21][95/125] lr: 2.0000e-02 eta: 8:59:32 time: 0.5048 data_time: 0.1288 memory: 9449 loss: 0.4671 loss_rpn_cls: 0.0110 loss_rpn_bbox: 0.0072 loss_cls: 0.0828 acc: 97.4609 loss_bbox: 0.0919 loss_mask: 0.2741 2022/11/01 13:17:37 - mmengine - INFO - Epoch(train) [21][100/125] lr: 2.0000e-02 eta: 8:19:57 time: 0.5056 data_time: 0.1315 memory: 9699 loss: 0.5098 loss_rpn_cls: 0.0137 loss_rpn_bbox: 0.0084 loss_cls: 0.0947 acc: 96.4111 loss_bbox: 0.1076 loss_mask: 0.2853 2022/11/01 13:17:40 - mmengine - INFO - Epoch(train) [21][105/125] lr: 2.0000e-02 eta: 8:19:57 time: 0.4797 data_time: 0.1282 memory: 9489 loss: 0.5359 loss_rpn_cls: 0.0119 loss_rpn_bbox: 0.0075 loss_cls: 0.0957 acc: 95.8252 loss_bbox: 0.1159 loss_mask: 0.3049 2022/11/01 13:17:43 - mmengine - INFO - Epoch(train) [21][110/125] lr: 2.0000e-02 eta: 7:48:39 time: 0.5471 data_time: 0.1319 memory: 9311 loss: 0.5307 loss_rpn_cls: 0.0101 loss_rpn_bbox: 0.0065 loss_cls: 0.0937 acc: 96.8994 loss_bbox: 0.1074 loss_mask: 0.3130 2022/11/01 13:17:45 - mmengine - INFO - Epoch(train) [21][115/125] lr: 2.0000e-02 eta: 7:48:39 time: 0.5415 data_time: 0.1187 memory: 9206 loss: 0.4328 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0048 loss_cls: 0.0689 acc: 98.9258 loss_bbox: 0.0787 loss_mask: 0.2720 2022/11/01 13:17:47 - mmengine - INFO - Epoch(train) [21][120/125] lr: 2.0000e-02 eta: 7:20:28 time: 0.4602 data_time: 0.1082 memory: 9465 loss: 0.4253 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0049 loss_cls: 0.0719 acc: 95.6787 loss_bbox: 0.0841 loss_mask: 0.2552 2022/11/01 13:17:49 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:17:49 - mmengine - INFO - Epoch(train) [21][125/125] lr: 2.0000e-02 eta: 7:20:28 time: 0.4246 data_time: 0.0784 memory: 9744 loss: 0.4677 loss_rpn_cls: 0.0110 loss_rpn_bbox: 0.0062 loss_cls: 0.0864 acc: 96.4600 loss_bbox: 0.0992 loss_mask: 0.2649 2022/11/01 13:17:53 - mmengine - INFO - Epoch(train) [22][5/125] lr: 2.0000e-02 eta: 7:20:28 time: 0.6212 data_time: 0.1688 memory: 9416 loss: 0.4888 loss_rpn_cls: 0.0099 loss_rpn_bbox: 0.0066 loss_cls: 0.0897 acc: 96.2891 loss_bbox: 0.1109 loss_mask: 0.2717 2022/11/01 13:17:58 - mmengine - INFO - Epoch(train) [22][10/125] lr: 2.0000e-02 eta: 6:49:15 time: 0.8428 data_time: 0.1881 memory: 9218 loss: 0.4923 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0062 loss_cls: 0.0937 acc: 95.0195 loss_bbox: 0.1134 loss_mask: 0.2697 2022/11/01 13:18:02 - mmengine - INFO - Epoch(train) [22][15/125] lr: 2.0000e-02 eta: 6:49:15 time: 0.8656 data_time: 0.1267 memory: 9372 loss: 0.4750 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0066 loss_cls: 0.0906 acc: 96.1914 loss_bbox: 0.1004 loss_mask: 0.2678 2022/11/01 13:18:05 - mmengine - INFO - Epoch(train) [22][20/125] lr: 2.0000e-02 eta: 6:36:07 time: 0.7674 data_time: 0.1369 memory: 10099 loss: 0.4911 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0065 loss_cls: 0.0929 acc: 92.4805 loss_bbox: 0.1031 loss_mask: 0.2792 2022/11/01 13:18:08 - mmengine - INFO - Epoch(train) [22][25/125] lr: 2.0000e-02 eta: 6:36:07 time: 0.5937 data_time: 0.1585 memory: 9469 loss: 0.4776 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0064 loss_cls: 0.0906 acc: 96.4844 loss_bbox: 0.1008 loss_mask: 0.2707 2022/11/01 13:18:10 - mmengine - INFO - Epoch(train) [22][30/125] lr: 2.0000e-02 eta: 6:19:15 time: 0.4770 data_time: 0.1444 memory: 8960 loss: 0.4636 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0062 loss_cls: 0.0840 acc: 97.4121 loss_bbox: 0.0894 loss_mask: 0.2748 2022/11/01 13:18:12 - mmengine - INFO - Epoch(train) [22][35/125] lr: 2.0000e-02 eta: 6:19:15 time: 0.4074 data_time: 0.0867 memory: 9521 loss: 0.4714 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0060 loss_cls: 0.0868 acc: 94.6533 loss_bbox: 0.0959 loss_mask: 0.2732 2022/11/01 13:18:14 - mmengine - INFO - Epoch(train) [22][40/125] lr: 2.0000e-02 eta: 6:03:14 time: 0.4105 data_time: 0.0793 memory: 9711 loss: 0.4639 loss_rpn_cls: 0.0099 loss_rpn_bbox: 0.0064 loss_cls: 0.0957 acc: 96.8750 loss_bbox: 0.1020 loss_mask: 0.2499 2022/11/01 13:18:17 - mmengine - INFO - Epoch(train) [22][45/125] lr: 2.0000e-02 eta: 6:03:14 time: 0.4504 data_time: 0.1051 memory: 9481 loss: 0.4695 loss_rpn_cls: 0.0117 loss_rpn_bbox: 0.0058 loss_cls: 0.0954 acc: 97.0703 loss_bbox: 0.0975 loss_mask: 0.2592 2022/11/01 13:18:19 - mmengine - INFO - Epoch(train) [22][50/125] lr: 2.0000e-02 eta: 5:50:06 time: 0.4734 data_time: 0.1251 memory: 8990 loss: 0.4481 loss_rpn_cls: 0.0120 loss_rpn_bbox: 0.0053 loss_cls: 0.0851 acc: 96.8262 loss_bbox: 0.0913 loss_mask: 0.2543 2022/11/01 13:18:21 - mmengine - INFO - Epoch(train) [22][55/125] lr: 2.0000e-02 eta: 5:50:06 time: 0.4563 data_time: 0.1002 memory: 9384 loss: 0.4350 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0055 loss_cls: 0.0790 acc: 96.8994 loss_bbox: 0.0895 loss_mask: 0.2514 2022/11/01 13:18:23 - mmengine - INFO - Epoch(train) [22][60/125] lr: 2.0000e-02 eta: 5:37:29 time: 0.4172 data_time: 0.0767 memory: 9340 loss: 0.4257 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0052 loss_cls: 0.0753 acc: 96.9238 loss_bbox: 0.0878 loss_mask: 0.2482 2022/11/01 13:18:25 - mmengine - INFO - Epoch(train) [22][65/125] lr: 2.0000e-02 eta: 5:37:29 time: 0.4049 data_time: 0.0912 memory: 9461 loss: 0.4397 loss_rpn_cls: 0.0120 loss_rpn_bbox: 0.0051 loss_cls: 0.0787 acc: 97.5098 loss_bbox: 0.0868 loss_mask: 0.2571 2022/11/01 13:18:27 - mmengine - INFO - Epoch(train) [22][70/125] lr: 2.0000e-02 eta: 5:25:52 time: 0.3971 data_time: 0.0957 memory: 8721 loss: 0.4342 loss_rpn_cls: 0.0113 loss_rpn_bbox: 0.0047 loss_cls: 0.0803 acc: 96.9482 loss_bbox: 0.0796 loss_mask: 0.2584 2022/11/01 13:18:29 - mmengine - INFO - Epoch(train) [22][75/125] lr: 2.0000e-02 eta: 5:25:52 time: 0.3873 data_time: 0.0775 memory: 8899 loss: 0.4010 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0040 loss_cls: 0.0718 acc: 96.2402 loss_bbox: 0.0719 loss_mask: 0.2452 2022/11/01 13:18:31 - mmengine - INFO - Epoch(train) [22][80/125] lr: 2.0000e-02 eta: 5:15:31 time: 0.4073 data_time: 0.0815 memory: 9162 loss: 0.4134 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0043 loss_cls: 0.0677 acc: 97.0215 loss_bbox: 0.0764 loss_mask: 0.2565 2022/11/01 13:18:33 - mmengine - INFO - Epoch(train) [22][85/125] lr: 2.0000e-02 eta: 5:15:31 time: 0.4345 data_time: 0.1087 memory: 9388 loss: 0.4503 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0049 loss_cls: 0.0823 acc: 94.8975 loss_bbox: 0.0916 loss_mask: 0.2618 2022/11/01 13:18:35 - mmengine - INFO - Epoch(train) [22][90/125] lr: 2.0000e-02 eta: 5:06:08 time: 0.4073 data_time: 0.0965 memory: 9057 loss: 0.4717 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0052 loss_cls: 0.0925 acc: 97.6074 loss_bbox: 0.1056 loss_mask: 0.2591 2022/11/01 13:18:37 - mmengine - INFO - Epoch(train) [22][95/125] lr: 2.0000e-02 eta: 5:06:08 time: 0.3753 data_time: 0.0744 memory: 8767 loss: 0.4408 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0044 loss_cls: 0.0837 acc: 98.1689 loss_bbox: 0.0911 loss_mask: 0.2537 2022/11/01 13:18:39 - mmengine - INFO - Epoch(train) [22][100/125] lr: 2.0000e-02 eta: 4:57:37 time: 0.4115 data_time: 0.0882 memory: 8980 loss: 0.4384 loss_rpn_cls: 0.0099 loss_rpn_bbox: 0.0049 loss_cls: 0.0813 acc: 96.2891 loss_bbox: 0.0833 loss_mask: 0.2590 2022/11/01 13:18:42 - mmengine - INFO - Epoch(train) [22][105/125] lr: 2.0000e-02 eta: 4:57:37 time: 0.4675 data_time: 0.1360 memory: 9517 loss: 0.4555 loss_rpn_cls: 0.0144 loss_rpn_bbox: 0.0059 loss_cls: 0.0845 acc: 95.4102 loss_bbox: 0.0849 loss_mask: 0.2658 2022/11/01 13:18:44 - mmengine - INFO - Epoch(train) [22][110/125] lr: 2.0000e-02 eta: 4:50:46 time: 0.4881 data_time: 0.1344 memory: 9473 loss: 0.4773 loss_rpn_cls: 0.0126 loss_rpn_bbox: 0.0057 loss_cls: 0.0887 acc: 97.3633 loss_bbox: 0.0901 loss_mask: 0.2803 2022/11/01 13:18:47 - mmengine - INFO - Epoch(train) [22][115/125] lr: 2.0000e-02 eta: 4:50:46 time: 0.4897 data_time: 0.1142 memory: 9626 loss: 0.4750 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0054 loss_cls: 0.0916 acc: 97.7539 loss_bbox: 0.0954 loss_mask: 0.2733 2022/11/01 13:18:49 - mmengine - INFO - Epoch(train) [22][120/125] lr: 2.0000e-02 eta: 4:44:40 time: 0.5059 data_time: 0.1256 memory: 10301 loss: 0.5023 loss_rpn_cls: 0.0143 loss_rpn_bbox: 0.0077 loss_cls: 0.1056 acc: 97.3877 loss_bbox: 0.1209 loss_mask: 0.2538 2022/11/01 13:18:51 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:18:51 - mmengine - INFO - Epoch(train) [22][125/125] lr: 2.0000e-02 eta: 4:44:40 time: 0.4166 data_time: 0.0718 memory: 8920 loss: 0.4886 loss_rpn_cls: 0.0129 loss_rpn_bbox: 0.0070 loss_cls: 0.0977 acc: 97.0459 loss_bbox: 0.1117 loss_mask: 0.2594 2022/11/01 13:18:53 - mmengine - INFO - Epoch(train) [23][5/125] lr: 2.0000e-02 eta: 4:44:40 time: 0.3928 data_time: 0.0925 memory: 8957 loss: 0.4465 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0042 loss_cls: 0.0765 acc: 95.3857 loss_bbox: 0.0821 loss_mask: 0.2757 2022/11/01 13:18:56 - mmengine - INFO - Epoch(train) [23][10/125] lr: 2.0000e-02 eta: 4:33:11 time: 0.4683 data_time: 0.1431 memory: 9328 loss: 0.4378 loss_rpn_cls: 0.0126 loss_rpn_bbox: 0.0053 loss_cls: 0.0735 acc: 96.9727 loss_bbox: 0.0805 loss_mask: 0.2660 2022/11/01 13:18:58 - mmengine - INFO - Epoch(train) [23][15/125] lr: 2.0000e-02 eta: 4:33:11 time: 0.4773 data_time: 0.1357 memory: 9990 loss: 0.4223 loss_rpn_cls: 0.0123 loss_rpn_bbox: 0.0056 loss_cls: 0.0747 acc: 98.3398 loss_bbox: 0.0896 loss_mask: 0.2402 2022/11/01 13:19:00 - mmengine - INFO - Epoch(train) [23][20/125] lr: 2.0000e-02 eta: 4:27:48 time: 0.4584 data_time: 0.1216 memory: 9174 loss: 0.4496 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0055 loss_cls: 0.0847 acc: 98.6084 loss_bbox: 0.1048 loss_mask: 0.2437 2022/11/01 13:19:02 - mmengine - INFO - Epoch(train) [23][25/125] lr: 2.0000e-02 eta: 4:27:48 time: 0.4177 data_time: 0.1024 memory: 8731 loss: 0.4603 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0048 loss_cls: 0.0776 acc: 99.3896 loss_bbox: 0.0859 loss_mask: 0.2810 2022/11/01 13:19:05 - mmengine - INFO - Epoch(train) [23][30/125] lr: 2.0000e-02 eta: 4:22:42 time: 0.4500 data_time: 0.1216 memory: 9542 loss: 0.4776 loss_rpn_cls: 0.0103 loss_rpn_bbox: 0.0048 loss_cls: 0.0775 acc: 96.9482 loss_bbox: 0.0957 loss_mask: 0.2893 2022/11/01 13:19:07 - mmengine - INFO - Epoch(train) [23][35/125] lr: 2.0000e-02 eta: 4:22:42 time: 0.5218 data_time: 0.1601 memory: 9134 loss: 0.5058 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0060 loss_cls: 0.0912 acc: 96.5820 loss_bbox: 0.1107 loss_mask: 0.2870 2022/11/01 13:19:10 - mmengine - INFO - Epoch(train) [23][40/125] lr: 2.0000e-02 eta: 4:18:35 time: 0.5155 data_time: 0.1509 memory: 9877 loss: 0.5071 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0065 loss_cls: 0.0986 acc: 97.3145 loss_bbox: 0.1079 loss_mask: 0.2859 2022/11/01 13:19:13 - mmengine - INFO - Epoch(train) [23][45/125] lr: 2.0000e-02 eta: 4:18:35 time: 0.5363 data_time: 0.1646 memory: 9776 loss: 0.5189 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0074 loss_cls: 0.1050 acc: 95.5811 loss_bbox: 0.1184 loss_mask: 0.2797 2022/11/01 13:19:15 - mmengine - INFO - Epoch(train) [23][50/125] lr: 2.0000e-02 eta: 4:14:53 time: 0.5299 data_time: 0.1557 memory: 9731 loss: 0.5201 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0084 loss_cls: 0.1034 acc: 97.2412 loss_bbox: 0.1192 loss_mask: 0.2794 2022/11/01 13:19:17 - mmengine - INFO - Epoch(train) [23][55/125] lr: 2.0000e-02 eta: 4:14:53 time: 0.4587 data_time: 0.1155 memory: 9663 loss: 0.4640 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0066 loss_cls: 0.0803 acc: 98.1934 loss_bbox: 0.0933 loss_mask: 0.2750 2022/11/01 13:19:20 - mmengine - INFO - Epoch(train) [23][60/125] lr: 2.0000e-02 eta: 4:10:42 time: 0.4520 data_time: 0.1236 memory: 10135 loss: 0.4474 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0056 loss_cls: 0.0743 acc: 97.7051 loss_bbox: 0.0840 loss_mask: 0.2756 2022/11/01 13:19:22 - mmengine - INFO - Epoch(train) [23][65/125] lr: 2.0000e-02 eta: 4:10:42 time: 0.4337 data_time: 0.1102 memory: 9041 loss: 0.4398 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0052 loss_cls: 0.0783 acc: 97.1191 loss_bbox: 0.0798 loss_mask: 0.2690 2022/11/01 13:19:24 - mmengine - INFO - Epoch(train) [23][70/125] lr: 2.0000e-02 eta: 4:06:21 time: 0.4048 data_time: 0.1049 memory: 8862 loss: 0.4372 loss_rpn_cls: 0.0127 loss_rpn_bbox: 0.0046 loss_cls: 0.0721 acc: 96.2646 loss_bbox: 0.0711 loss_mask: 0.2766 2022/11/01 13:19:26 - mmengine - INFO - Epoch(train) [23][75/125] lr: 2.0000e-02 eta: 4:06:21 time: 0.4204 data_time: 0.1000 memory: 9704 loss: 0.4659 loss_rpn_cls: 0.0131 loss_rpn_bbox: 0.0055 loss_cls: 0.0847 acc: 97.0703 loss_bbox: 0.0883 loss_mask: 0.2742 2022/11/01 13:19:28 - mmengine - INFO - Epoch(train) [23][80/125] lr: 2.0000e-02 eta: 4:02:31 time: 0.4359 data_time: 0.0964 memory: 9004 loss: 0.4535 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0047 loss_cls: 0.0811 acc: 96.0938 loss_bbox: 0.0866 loss_mask: 0.2716 2022/11/01 13:19:30 - mmengine - INFO - Epoch(train) [23][85/125] lr: 2.0000e-02 eta: 4:02:31 time: 0.4509 data_time: 0.1178 memory: 9344 loss: 0.4346 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0045 loss_cls: 0.0747 acc: 95.2148 loss_bbox: 0.0803 loss_mask: 0.2653 2022/11/01 13:19:33 - mmengine - INFO - Epoch(train) [23][90/125] lr: 2.0000e-02 eta: 3:59:08 time: 0.4624 data_time: 0.1216 memory: 9271 loss: 0.4486 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0052 loss_cls: 0.0830 acc: 97.2900 loss_bbox: 0.0865 loss_mask: 0.2647 2022/11/01 13:19:35 - mmengine - INFO - Epoch(train) [23][95/125] lr: 2.0000e-02 eta: 3:59:08 time: 0.4541 data_time: 0.1080 memory: 9501 loss: 0.4479 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0050 loss_cls: 0.0806 acc: 96.9482 loss_bbox: 0.0892 loss_mask: 0.2650 2022/11/01 13:19:37 - mmengine - INFO - Epoch(train) [23][100/125] lr: 2.0000e-02 eta: 3:55:49 time: 0.4460 data_time: 0.1061 memory: 9554 loss: 0.4467 loss_rpn_cls: 0.0113 loss_rpn_bbox: 0.0052 loss_cls: 0.0809 acc: 97.1924 loss_bbox: 0.0939 loss_mask: 0.2554 2022/11/01 13:19:39 - mmengine - INFO - Epoch(train) [23][105/125] lr: 2.0000e-02 eta: 3:55:49 time: 0.4350 data_time: 0.1161 memory: 9013 loss: 0.4712 loss_rpn_cls: 0.0147 loss_rpn_bbox: 0.0059 loss_cls: 0.0878 acc: 97.6318 loss_bbox: 0.0996 loss_mask: 0.2632 2022/11/01 13:19:41 - mmengine - INFO - Epoch(train) [23][110/125] lr: 2.0000e-02 eta: 3:52:31 time: 0.4274 data_time: 0.1035 memory: 9933 loss: 0.4721 loss_rpn_cls: 0.0100 loss_rpn_bbox: 0.0052 loss_cls: 0.0864 acc: 98.4375 loss_bbox: 0.1066 loss_mask: 0.2640 2022/11/01 13:19:44 - mmengine - INFO - Epoch(train) [23][115/125] lr: 2.0000e-02 eta: 3:52:31 time: 0.4269 data_time: 0.0908 memory: 9319 loss: 0.4723 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0050 loss_cls: 0.0785 acc: 97.8271 loss_bbox: 0.1029 loss_mask: 0.2781 2022/11/01 13:19:46 - mmengine - INFO - Epoch(train) [23][120/125] lr: 2.0000e-02 eta: 3:49:18 time: 0.4153 data_time: 0.0980 memory: 9598 loss: 0.4732 loss_rpn_cls: 0.0100 loss_rpn_bbox: 0.0058 loss_cls: 0.0786 acc: 95.6055 loss_bbox: 0.0943 loss_mask: 0.2845 2022/11/01 13:19:48 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:19:48 - mmengine - INFO - Epoch(train) [23][125/125] lr: 2.0000e-02 eta: 3:49:18 time: 0.4040 data_time: 0.0709 memory: 9126 loss: 0.4667 loss_rpn_cls: 0.0099 loss_rpn_bbox: 0.0057 loss_cls: 0.0857 acc: 96.4111 loss_bbox: 0.0972 loss_mask: 0.2682 2022/11/01 13:19:51 - mmengine - INFO - Epoch(train) [24][5/125] lr: 2.0000e-02 eta: 3:49:18 time: 0.5148 data_time: 0.1654 memory: 8777 loss: 0.4785 loss_rpn_cls: 0.0111 loss_rpn_bbox: 0.0055 loss_cls: 0.0822 acc: 97.0215 loss_bbox: 0.0979 loss_mask: 0.2818 2022/11/01 13:19:53 - mmengine - INFO - Epoch(train) [24][10/125] lr: 2.0000e-02 eta: 3:44:06 time: 0.5298 data_time: 0.2039 memory: 9232 loss: 0.4555 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0057 loss_cls: 0.0732 acc: 97.5342 loss_bbox: 0.0864 loss_mask: 0.2793 2022/11/01 13:19:55 - mmengine - INFO - Epoch(train) [24][15/125] lr: 2.0000e-02 eta: 3:44:06 time: 0.4254 data_time: 0.1074 memory: 9441 loss: 0.4317 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0061 loss_cls: 0.0824 acc: 96.5332 loss_bbox: 0.0846 loss_mask: 0.2494 2022/11/01 13:19:57 - mmengine - INFO - Epoch(train) [24][20/125] lr: 2.0000e-02 eta: 3:41:19 time: 0.4167 data_time: 0.0745 memory: 9453 loss: 0.4650 loss_rpn_cls: 0.0112 loss_rpn_bbox: 0.0066 loss_cls: 0.0934 acc: 97.5342 loss_bbox: 0.0978 loss_mask: 0.2560 2022/11/01 13:19:59 - mmengine - INFO - Epoch(train) [24][25/125] lr: 2.0000e-02 eta: 3:41:19 time: 0.4307 data_time: 0.0977 memory: 9073 loss: 0.4396 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0056 loss_cls: 0.0787 acc: 98.0713 loss_bbox: 0.0900 loss_mask: 0.2558 2022/11/01 13:20:02 - mmengine - INFO - Epoch(train) [24][30/125] lr: 2.0000e-02 eta: 3:38:51 time: 0.4455 data_time: 0.1167 memory: 9772 loss: 0.4509 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0056 loss_cls: 0.0828 acc: 96.0938 loss_bbox: 0.0993 loss_mask: 0.2537 2022/11/01 13:20:04 - mmengine - INFO - Epoch(train) [24][35/125] lr: 2.0000e-02 eta: 3:38:51 time: 0.4580 data_time: 0.0884 memory: 9578 loss: 0.4701 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0062 loss_cls: 0.0897 acc: 96.8506 loss_bbox: 0.1051 loss_mask: 0.2593 2022/11/01 13:20:06 - mmengine - INFO - Epoch(train) [24][40/125] lr: 2.0000e-02 eta: 3:36:41 time: 0.4698 data_time: 0.1043 memory: 9231 loss: 0.4434 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0052 loss_cls: 0.0767 acc: 98.0957 loss_bbox: 0.0856 loss_mask: 0.2685 2022/11/01 13:20:09 - mmengine - INFO - Epoch(train) [24][45/125] lr: 2.0000e-02 eta: 3:36:41 time: 0.4812 data_time: 0.1427 memory: 9292 loss: 0.4510 loss_rpn_cls: 0.0102 loss_rpn_bbox: 0.0050 loss_cls: 0.0778 acc: 98.0225 loss_bbox: 0.0818 loss_mask: 0.2760 2022/11/01 13:20:11 - mmengine - INFO - Epoch(train) [24][50/125] lr: 2.0000e-02 eta: 3:34:49 time: 0.5022 data_time: 0.1259 memory: 9937 loss: 0.4760 loss_rpn_cls: 0.0130 loss_rpn_bbox: 0.0059 loss_cls: 0.0869 acc: 98.3154 loss_bbox: 0.0933 loss_mask: 0.2768 2022/11/01 13:20:13 - mmengine - INFO - Epoch(train) [24][55/125] lr: 2.0000e-02 eta: 3:34:49 time: 0.4580 data_time: 0.0943 memory: 8964 loss: 0.4519 loss_rpn_cls: 0.0108 loss_rpn_bbox: 0.0049 loss_cls: 0.0787 acc: 96.7041 loss_bbox: 0.0860 loss_mask: 0.2715 2022/11/01 13:20:15 - mmengine - INFO - Epoch(train) [24][60/125] lr: 2.0000e-02 eta: 3:32:29 time: 0.4159 data_time: 0.1069 memory: 9538 loss: 0.4175 loss_rpn_cls: 0.0128 loss_rpn_bbox: 0.0056 loss_cls: 0.0692 acc: 98.2422 loss_bbox: 0.0758 loss_mask: 0.2541 2022/11/01 13:20:18 - mmengine - INFO - Epoch(train) [24][65/125] lr: 2.0000e-02 eta: 3:32:29 time: 0.4929 data_time: 0.1629 memory: 9719 loss: 0.4653 loss_rpn_cls: 0.0148 loss_rpn_bbox: 0.0068 loss_cls: 0.0877 acc: 96.1182 loss_bbox: 0.1018 loss_mask: 0.2542 2022/11/01 13:20:20 - mmengine - INFO - Epoch(train) [24][70/125] lr: 2.0000e-02 eta: 3:30:43 time: 0.4906 data_time: 0.1535 memory: 9610 loss: 0.4694 loss_rpn_cls: 0.0123 loss_rpn_bbox: 0.0055 loss_cls: 0.0948 acc: 96.6309 loss_bbox: 0.1013 loss_mask: 0.2555 2022/11/01 13:20:22 - mmengine - INFO - Epoch(train) [24][75/125] lr: 2.0000e-02 eta: 3:30:43 time: 0.4039 data_time: 0.0974 memory: 9007 loss: 0.4479 loss_rpn_cls: 0.0122 loss_rpn_bbox: 0.0055 loss_cls: 0.0854 acc: 97.4854 loss_bbox: 0.0902 loss_mask: 0.2547 2022/11/01 13:20:24 - mmengine - INFO - Epoch(train) [24][80/125] lr: 2.0000e-02 eta: 3:28:30 time: 0.4069 data_time: 0.1060 memory: 9558 loss: 0.4511 loss_rpn_cls: 0.0115 loss_rpn_bbox: 0.0055 loss_cls: 0.0788 acc: 98.1445 loss_bbox: 0.0919 loss_mask: 0.2634 2022/11/01 13:20:27 - mmengine - INFO - Epoch(train) [24][85/125] lr: 2.0000e-02 eta: 3:28:30 time: 0.4456 data_time: 0.1423 memory: 8764 loss: 0.4309 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0046 loss_cls: 0.0689 acc: 97.4854 loss_bbox: 0.0783 loss_mask: 0.2693 2022/11/01 13:20:29 - mmengine - INFO - Epoch(train) [24][90/125] lr: 2.0000e-02 eta: 3:26:42 time: 0.4592 data_time: 0.1400 memory: 10422 loss: 0.4489 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0054 loss_cls: 0.0754 acc: 97.5830 loss_bbox: 0.0935 loss_mask: 0.2666 2022/11/01 13:20:31 - mmengine - INFO - Epoch(train) [24][95/125] lr: 2.0000e-02 eta: 3:26:42 time: 0.4209 data_time: 0.1022 memory: 8924 loss: 0.4652 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0059 loss_cls: 0.0830 acc: 96.9971 loss_bbox: 0.1059 loss_mask: 0.2630 2022/11/01 13:20:33 - mmengine - INFO - Epoch(train) [24][100/125] lr: 2.0000e-02 eta: 3:24:39 time: 0.4043 data_time: 0.1128 memory: 9239 loss: 0.4804 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0057 loss_cls: 0.0929 acc: 94.1650 loss_bbox: 0.1109 loss_mask: 0.2637 2022/11/01 13:20:35 - mmengine - INFO - Epoch(train) [24][105/125] lr: 2.0000e-02 eta: 3:24:39 time: 0.4369 data_time: 0.1377 memory: 9287 loss: 0.4802 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0057 loss_cls: 0.0972 acc: 97.3145 loss_bbox: 0.1162 loss_mask: 0.2539 2022/11/01 13:20:37 - mmengine - INFO - Epoch(train) [24][110/125] lr: 2.0000e-02 eta: 3:22:36 time: 0.3919 data_time: 0.1007 memory: 8705 loss: 0.4394 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0049 loss_cls: 0.0787 acc: 97.8271 loss_bbox: 0.0892 loss_mask: 0.2583 2022/11/01 13:20:39 - mmengine - INFO - Epoch(train) [24][115/125] lr: 2.0000e-02 eta: 3:22:36 time: 0.3381 data_time: 0.0603 memory: 8642 loss: 0.3968 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0039 loss_cls: 0.0608 acc: 98.2422 loss_bbox: 0.0573 loss_mask: 0.2668 2022/11/01 13:20:41 - mmengine - INFO - Epoch(train) [24][120/125] lr: 2.0000e-02 eta: 3:20:32 time: 0.3744 data_time: 0.0808 memory: 9695 loss: 0.3947 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0040 loss_cls: 0.0636 acc: 96.7285 loss_bbox: 0.0659 loss_mask: 0.2547 2022/11/01 13:20:42 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:20:42 - mmengine - INFO - Epoch(train) [24][125/125] lr: 2.0000e-02 eta: 3:20:32 time: 0.3551 data_time: 0.0635 memory: 8971 loss: 0.4351 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0049 loss_cls: 0.0757 acc: 97.0703 loss_bbox: 0.0896 loss_mask: 0.2572 2022/11/01 13:20:45 - mmengine - INFO - Epoch(train) [25][5/125] lr: 2.0000e-02 eta: 3:20:32 time: 0.4264 data_time: 0.1260 memory: 9796 loss: 0.4532 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0054 loss_cls: 0.0824 acc: 97.4121 loss_bbox: 0.0977 loss_mask: 0.2590 2022/11/01 13:20:47 - mmengine - INFO - Epoch(train) [25][10/125] lr: 2.0000e-02 eta: 3:17:17 time: 0.5065 data_time: 0.1805 memory: 9101 loss: 0.4334 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0047 loss_cls: 0.0768 acc: 98.1201 loss_bbox: 0.0872 loss_mask: 0.2570 2022/11/01 13:20:49 - mmengine - INFO - Epoch(train) [25][15/125] lr: 2.0000e-02 eta: 3:17:17 time: 0.4354 data_time: 0.1228 memory: 9180 loss: 0.4162 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0050 loss_cls: 0.0743 acc: 96.8018 loss_bbox: 0.0838 loss_mask: 0.2471 2022/11/01 13:20:51 - mmengine - INFO - Epoch(train) [25][20/125] lr: 2.0000e-02 eta: 3:15:38 time: 0.4151 data_time: 0.1021 memory: 9715 loss: 0.4422 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0063 loss_cls: 0.0829 acc: 98.0713 loss_bbox: 0.0999 loss_mask: 0.2461 2022/11/01 13:20:54 - mmengine - INFO - Epoch(train) [25][25/125] lr: 2.0000e-02 eta: 3:15:38 time: 0.4454 data_time: 0.1209 memory: 9036 loss: 0.4715 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0061 loss_cls: 0.0897 acc: 96.6797 loss_bbox: 0.1065 loss_mask: 0.2605 2022/11/01 13:20:56 - mmengine - INFO - Epoch(train) [25][30/125] lr: 2.0000e-02 eta: 3:14:16 time: 0.4582 data_time: 0.1256 memory: 8836 loss: 0.4472 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0047 loss_cls: 0.0813 acc: 97.4609 loss_bbox: 0.0949 loss_mask: 0.2580 2022/11/01 13:20:58 - mmengine - INFO - Epoch(train) [25][35/125] lr: 2.0000e-02 eta: 3:14:16 time: 0.4117 data_time: 0.0909 memory: 9324 loss: 0.4158 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0040 loss_cls: 0.0729 acc: 97.0215 loss_bbox: 0.0757 loss_mask: 0.2544 2022/11/01 13:21:00 - mmengine - INFO - Epoch(train) [25][40/125] lr: 2.0000e-02 eta: 3:12:28 time: 0.3638 data_time: 0.0765 memory: 8728 loss: 0.4147 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0039 loss_cls: 0.0690 acc: 97.4609 loss_bbox: 0.0720 loss_mask: 0.2618 2022/11/01 13:21:02 - mmengine - INFO - Epoch(train) [25][45/125] lr: 2.0000e-02 eta: 3:12:28 time: 0.4223 data_time: 0.1270 memory: 9235 loss: 0.4093 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0036 loss_cls: 0.0697 acc: 95.3369 loss_bbox: 0.0813 loss_mask: 0.2478 2022/11/01 13:21:04 - mmengine - INFO - Epoch(train) [25][50/125] lr: 2.0000e-02 eta: 3:11:06 time: 0.4387 data_time: 0.1280 memory: 9509 loss: 0.4441 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0047 loss_cls: 0.0831 acc: 98.7793 loss_bbox: 0.1016 loss_mask: 0.2465 2022/11/01 13:21:06 - mmengine - INFO - Epoch(train) [25][55/125] lr: 2.0000e-02 eta: 3:11:06 time: 0.3688 data_time: 0.0724 memory: 8882 loss: 0.4682 loss_rpn_cls: 0.0107 loss_rpn_bbox: 0.0055 loss_cls: 0.0844 acc: 95.6055 loss_bbox: 0.1005 loss_mask: 0.2672 2022/11/01 13:21:08 - mmengine - INFO - Epoch(train) [25][60/125] lr: 2.0000e-02 eta: 3:09:26 time: 0.3667 data_time: 0.0847 memory: 8843 loss: 0.4406 loss_rpn_cls: 0.0127 loss_rpn_bbox: 0.0046 loss_cls: 0.0757 acc: 97.4121 loss_bbox: 0.0817 loss_mask: 0.2659 2022/11/01 13:21:10 - mmengine - INFO - Epoch(train) [25][65/125] lr: 2.0000e-02 eta: 3:09:26 time: 0.4475 data_time: 0.1449 memory: 10018 loss: 0.4741 loss_rpn_cls: 0.0126 loss_rpn_bbox: 0.0060 loss_cls: 0.0924 acc: 92.5049 loss_bbox: 0.1024 loss_mask: 0.2608 2022/11/01 13:21:13 - mmengine - INFO - Epoch(train) [25][70/125] lr: 2.0000e-02 eta: 3:08:24 time: 0.4849 data_time: 0.1517 memory: 9970 loss: 0.4886 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0066 loss_cls: 0.1019 acc: 98.4863 loss_bbox: 0.1146 loss_mask: 0.2557 2022/11/01 13:21:15 - mmengine - INFO - Epoch(train) [25][75/125] lr: 2.0000e-02 eta: 3:08:24 time: 0.4278 data_time: 0.0945 memory: 9760 loss: 0.4690 loss_rpn_cls: 0.0100 loss_rpn_bbox: 0.0063 loss_cls: 0.0931 acc: 96.8750 loss_bbox: 0.1029 loss_mask: 0.2568 2022/11/01 13:21:17 - mmengine - INFO - Epoch(train) [25][80/125] lr: 2.0000e-02 eta: 3:06:59 time: 0.3994 data_time: 0.0922 memory: 9000 loss: 0.4756 loss_rpn_cls: 0.0104 loss_rpn_bbox: 0.0070 loss_cls: 0.0921 acc: 96.9482 loss_bbox: 0.1099 loss_mask: 0.2562 2022/11/01 13:21:19 - mmengine - INFO - Epoch(train) [25][85/125] lr: 2.0000e-02 eta: 3:06:59 time: 0.3944 data_time: 0.1114 memory: 8971 loss: 0.4756 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0060 loss_cls: 0.0838 acc: 96.7041 loss_bbox: 0.1018 loss_mask: 0.2765 2022/11/01 13:21:21 - mmengine - INFO - Epoch(train) [25][90/125] lr: 2.0000e-02 eta: 3:05:45 time: 0.4272 data_time: 0.1233 memory: 9574 loss: 0.4815 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0061 loss_cls: 0.0882 acc: 94.1650 loss_bbox: 0.1000 loss_mask: 0.2800 2022/11/01 13:21:23 - mmengine - INFO - Epoch(train) [25][95/125] lr: 2.0000e-02 eta: 3:05:45 time: 0.4185 data_time: 0.1129 memory: 9043 loss: 0.4466 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0058 loss_cls: 0.0837 acc: 97.0703 loss_bbox: 0.0951 loss_mask: 0.2540 2022/11/01 13:21:25 - mmengine - INFO - Epoch(train) [25][100/125] lr: 2.0000e-02 eta: 3:04:24 time: 0.3957 data_time: 0.1018 memory: 9513 loss: 0.4255 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0059 loss_cls: 0.0775 acc: 97.0459 loss_bbox: 0.0945 loss_mask: 0.2387 2022/11/01 13:21:27 - mmengine - INFO - Epoch(train) [25][105/125] lr: 2.0000e-02 eta: 3:04:24 time: 0.4283 data_time: 0.1228 memory: 9399 loss: 0.4248 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0061 loss_cls: 0.0786 acc: 97.8027 loss_bbox: 0.0998 loss_mask: 0.2317 2022/11/01 13:21:29 - mmengine - INFO - Epoch(train) [25][110/125] lr: 2.0000e-02 eta: 3:03:21 time: 0.4499 data_time: 0.1391 memory: 9232 loss: 0.4519 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0050 loss_cls: 0.0848 acc: 97.5830 loss_bbox: 0.0984 loss_mask: 0.2553 2022/11/01 13:21:31 - mmengine - INFO - Epoch(train) [25][115/125] lr: 2.0000e-02 eta: 3:03:21 time: 0.4336 data_time: 0.1152 memory: 9929 loss: 0.4772 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0053 loss_cls: 0.0935 acc: 93.9209 loss_bbox: 0.1041 loss_mask: 0.2666 2022/11/01 13:21:33 - mmengine - INFO - Epoch(train) [25][120/125] lr: 2.0000e-02 eta: 3:02:05 time: 0.3956 data_time: 0.0844 memory: 9566 loss: 0.4710 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0053 loss_cls: 0.0868 acc: 97.2412 loss_bbox: 0.0996 loss_mask: 0.2727 2022/11/01 13:21:35 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:21:35 - mmengine - INFO - Epoch(train) [25][125/125] lr: 2.0000e-02 eta: 3:02:05 time: 0.3660 data_time: 0.0642 memory: 9180 loss: 0.4779 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0057 loss_cls: 0.0883 acc: 96.2646 loss_bbox: 0.1050 loss_mask: 0.2711 2022/11/01 13:21:38 - mmengine - INFO - Epoch(train) [26][5/125] lr: 2.0000e-02 eta: 3:02:05 time: 0.4390 data_time: 0.1491 memory: 9036 loss: 0.4773 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0066 loss_cls: 0.0935 acc: 97.5342 loss_bbox: 0.1043 loss_mask: 0.2620 2022/11/01 13:21:40 - mmengine - INFO - Epoch(train) [26][10/125] lr: 2.0000e-02 eta: 2:59:49 time: 0.4963 data_time: 0.1936 memory: 9647 loss: 0.4588 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0063 loss_cls: 0.0929 acc: 95.6787 loss_bbox: 0.0998 loss_mask: 0.2500 2022/11/01 13:21:42 - mmengine - INFO - Epoch(train) [26][15/125] lr: 2.0000e-02 eta: 2:59:49 time: 0.4591 data_time: 0.1116 memory: 9857 loss: 0.4704 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0063 loss_cls: 0.0969 acc: 98.0957 loss_bbox: 0.1113 loss_mask: 0.2473 2022/11/01 13:21:44 - mmengine - INFO - Epoch(train) [26][20/125] lr: 2.0000e-02 eta: 2:58:50 time: 0.4402 data_time: 0.1146 memory: 8826 loss: 0.4567 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0052 loss_cls: 0.0843 acc: 97.8760 loss_bbox: 0.0975 loss_mask: 0.2603 2022/11/01 13:21:46 - mmengine - INFO - Epoch(train) [26][25/125] lr: 2.0000e-02 eta: 2:58:50 time: 0.4188 data_time: 0.1295 memory: 9082 loss: 0.4198 loss_rpn_cls: 0.0100 loss_rpn_bbox: 0.0046 loss_cls: 0.0758 acc: 97.5342 loss_bbox: 0.0832 loss_mask: 0.2461 2022/11/01 13:21:49 - mmengine - INFO - Epoch(train) [26][30/125] lr: 2.0000e-02 eta: 2:57:47 time: 0.4164 data_time: 0.1115 memory: 8803 loss: 0.4079 loss_rpn_cls: 0.0115 loss_rpn_bbox: 0.0046 loss_cls: 0.0747 acc: 97.5342 loss_bbox: 0.0826 loss_mask: 0.2345 2022/11/01 13:21:50 - mmengine - INFO - Epoch(train) [26][35/125] lr: 2.0000e-02 eta: 2:57:47 time: 0.3979 data_time: 0.0985 memory: 8904 loss: 0.4147 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0040 loss_cls: 0.0704 acc: 97.9004 loss_bbox: 0.0779 loss_mask: 0.2530 2022/11/01 13:21:53 - mmengine - INFO - Epoch(train) [26][40/125] lr: 2.0000e-02 eta: 2:56:47 time: 0.4203 data_time: 0.1137 memory: 9881 loss: 0.4097 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0039 loss_cls: 0.0683 acc: 97.2656 loss_bbox: 0.0750 loss_mask: 0.2558 2022/11/01 13:21:55 - mmengine - INFO - Epoch(train) [26][45/125] lr: 2.0000e-02 eta: 2:56:47 time: 0.4801 data_time: 0.1589 memory: 9909 loss: 0.4423 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0054 loss_cls: 0.0779 acc: 98.4375 loss_bbox: 0.0917 loss_mask: 0.2597 2022/11/01 13:21:57 - mmengine - INFO - Epoch(train) [26][50/125] lr: 2.0000e-02 eta: 2:56:02 time: 0.4748 data_time: 0.1514 memory: 9921 loss: 0.5095 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0074 loss_cls: 0.0984 acc: 96.5332 loss_bbox: 0.1182 loss_mask: 0.2765 2022/11/01 13:22:00 - mmengine - INFO - Epoch(train) [26][55/125] lr: 2.0000e-02 eta: 2:56:02 time: 0.4265 data_time: 0.1107 memory: 8981 loss: 0.4772 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0062 loss_cls: 0.0864 acc: 96.3867 loss_bbox: 0.1008 loss_mask: 0.2750 2022/11/01 13:22:02 - mmengine - INFO - Epoch(train) [26][60/125] lr: 2.0000e-02 eta: 2:55:06 time: 0.4239 data_time: 0.1115 memory: 9151 loss: 0.4479 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0050 loss_cls: 0.0771 acc: 97.7783 loss_bbox: 0.0932 loss_mask: 0.2652 2022/11/01 13:22:04 - mmengine - INFO - Epoch(train) [26][65/125] lr: 2.0000e-02 eta: 2:55:06 time: 0.4720 data_time: 0.1331 memory: 8918 loss: 0.4169 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0047 loss_cls: 0.0753 acc: 98.1934 loss_bbox: 0.0891 loss_mask: 0.2415 2022/11/01 13:22:06 - mmengine - INFO - Epoch(train) [26][70/125] lr: 2.0000e-02 eta: 2:54:18 time: 0.4544 data_time: 0.1140 memory: 9046 loss: 0.4380 loss_rpn_cls: 0.0107 loss_rpn_bbox: 0.0050 loss_cls: 0.0814 acc: 96.2402 loss_bbox: 0.0904 loss_mask: 0.2505 2022/11/01 13:22:08 - mmengine - INFO - Epoch(train) [26][75/125] lr: 2.0000e-02 eta: 2:54:18 time: 0.4058 data_time: 0.0936 memory: 9150 loss: 0.4454 loss_rpn_cls: 0.0105 loss_rpn_bbox: 0.0046 loss_cls: 0.0781 acc: 99.2432 loss_bbox: 0.0908 loss_mask: 0.2613 2022/11/01 13:22:10 - mmengine - INFO - Epoch(train) [26][80/125] lr: 2.0000e-02 eta: 2:53:22 time: 0.4112 data_time: 0.1061 memory: 8990 loss: 0.4141 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0035 loss_cls: 0.0656 acc: 99.3408 loss_bbox: 0.0677 loss_mask: 0.2707 2022/11/01 13:22:13 - mmengine - INFO - Epoch(train) [26][85/125] lr: 2.0000e-02 eta: 2:53:22 time: 0.5105 data_time: 0.1620 memory: 9832 loss: 0.4532 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0050 loss_cls: 0.0800 acc: 95.7031 loss_bbox: 0.0877 loss_mask: 0.2723 2022/11/01 13:22:15 - mmengine - INFO - Epoch(train) [26][90/125] lr: 2.0000e-02 eta: 2:52:46 time: 0.4929 data_time: 0.1433 memory: 9360 loss: 0.4818 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0069 loss_cls: 0.0911 acc: 98.2178 loss_bbox: 0.1135 loss_mask: 0.2610 2022/11/01 13:22:17 - mmengine - INFO - Epoch(train) [26][95/125] lr: 2.0000e-02 eta: 2:52:46 time: 0.3768 data_time: 0.0679 memory: 8862 loss: 0.4487 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0055 loss_cls: 0.0718 acc: 98.6572 loss_bbox: 0.0881 loss_mask: 0.2767 2022/11/01 13:22:20 - mmengine - INFO - Epoch(train) [26][100/125] lr: 2.0000e-02 eta: 2:51:57 time: 0.4324 data_time: 0.1067 memory: 8987 loss: 0.4477 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0048 loss_cls: 0.0663 acc: 96.4355 loss_bbox: 0.0859 loss_mask: 0.2847 2022/11/01 13:22:22 - mmengine - INFO - Epoch(train) [26][105/125] lr: 2.0000e-02 eta: 2:51:57 time: 0.4985 data_time: 0.1721 memory: 8813 loss: 0.4543 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0053 loss_cls: 0.0753 acc: 96.8994 loss_bbox: 0.0934 loss_mask: 0.2708 2022/11/01 13:22:24 - mmengine - INFO - Epoch(train) [26][110/125] lr: 2.0000e-02 eta: 2:51:13 time: 0.4519 data_time: 0.1454 memory: 9602 loss: 0.4677 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0058 loss_cls: 0.0879 acc: 96.9238 loss_bbox: 0.0997 loss_mask: 0.2635 2022/11/01 13:22:26 - mmengine - INFO - Epoch(train) [26][115/125] lr: 2.0000e-02 eta: 2:51:13 time: 0.4088 data_time: 0.0883 memory: 9752 loss: 0.5043 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0065 loss_cls: 0.0982 acc: 96.5576 loss_bbox: 0.1168 loss_mask: 0.2733 2022/11/01 13:22:28 - mmengine - INFO - Epoch(train) [26][120/125] lr: 2.0000e-02 eta: 2:50:21 time: 0.4057 data_time: 0.0912 memory: 8940 loss: 0.4571 loss_rpn_cls: 0.0100 loss_rpn_bbox: 0.0053 loss_cls: 0.0803 acc: 97.5342 loss_bbox: 0.0955 loss_mask: 0.2660 2022/11/01 13:22:30 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:22:30 - mmengine - INFO - Epoch(train) [26][125/125] lr: 2.0000e-02 eta: 2:50:21 time: 0.3605 data_time: 0.0610 memory: 8888 loss: 0.4010 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0044 loss_cls: 0.0651 acc: 98.9746 loss_bbox: 0.0793 loss_mask: 0.2444 2022/11/01 13:22:32 - mmengine - INFO - Epoch(train) [27][5/125] lr: 2.0000e-02 eta: 2:50:21 time: 0.3810 data_time: 0.0855 memory: 8927 loss: 0.4228 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0039 loss_cls: 0.0640 acc: 99.0234 loss_bbox: 0.0726 loss_mask: 0.2762 2022/11/01 13:22:34 - mmengine - INFO - Epoch(train) [27][10/125] lr: 2.0000e-02 eta: 2:48:27 time: 0.4413 data_time: 0.1362 memory: 8990 loss: 0.4813 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0042 loss_cls: 0.0768 acc: 98.6328 loss_bbox: 0.0828 loss_mask: 0.3085 2022/11/01 13:22:36 - mmengine - INFO - Epoch(train) [27][15/125] lr: 2.0000e-02 eta: 2:48:27 time: 0.4283 data_time: 0.1213 memory: 8843 loss: 0.4978 loss_rpn_cls: 0.0107 loss_rpn_bbox: 0.0047 loss_cls: 0.0888 acc: 96.1670 loss_bbox: 0.0944 loss_mask: 0.2991 2022/11/01 13:22:38 - mmengine - INFO - Epoch(train) [27][20/125] lr: 2.0000e-02 eta: 2:47:35 time: 0.3931 data_time: 0.0973 memory: 9158 loss: 0.4771 loss_rpn_cls: 0.0110 loss_rpn_bbox: 0.0057 loss_cls: 0.0861 acc: 97.1436 loss_bbox: 0.0856 loss_mask: 0.2886 2022/11/01 13:22:41 - mmengine - INFO - Epoch(train) [27][25/125] lr: 2.0000e-02 eta: 2:47:35 time: 0.4301 data_time: 0.0878 memory: 8777 loss: 0.4068 loss_rpn_cls: 0.0107 loss_rpn_bbox: 0.0051 loss_cls: 0.0720 acc: 99.1455 loss_bbox: 0.0702 loss_mask: 0.2488 2022/11/01 13:22:43 - mmengine - INFO - Epoch(train) [27][30/125] lr: 2.0000e-02 eta: 2:47:00 time: 0.4632 data_time: 0.1046 memory: 8967 loss: 0.4117 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0038 loss_cls: 0.0728 acc: 96.6797 loss_bbox: 0.0744 loss_mask: 0.2524 2022/11/01 13:22:45 - mmengine - INFO - Epoch(train) [27][35/125] lr: 2.0000e-02 eta: 2:47:00 time: 0.4609 data_time: 0.1384 memory: 9360 loss: 0.4699 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0048 loss_cls: 0.0894 acc: 95.5566 loss_bbox: 0.0956 loss_mask: 0.2726 2022/11/01 13:22:47 - mmengine - INFO - Epoch(train) [27][40/125] lr: 2.0000e-02 eta: 2:46:20 time: 0.4404 data_time: 0.1184 memory: 9590 loss: 0.4791 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0067 loss_cls: 0.0931 acc: 95.9229 loss_bbox: 0.1125 loss_mask: 0.2589 2022/11/01 13:22:50 - mmengine - INFO - Epoch(train) [27][45/125] lr: 2.0000e-02 eta: 2:46:20 time: 0.4314 data_time: 0.1050 memory: 9630 loss: 0.4457 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0065 loss_cls: 0.0802 acc: 95.6299 loss_bbox: 0.1063 loss_mask: 0.2449 2022/11/01 13:22:51 - mmengine - INFO - Epoch(train) [27][50/125] lr: 2.0000e-02 eta: 2:45:39 time: 0.4260 data_time: 0.1173 memory: 9158 loss: 0.4393 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0053 loss_cls: 0.0836 acc: 97.5586 loss_bbox: 0.0971 loss_mask: 0.2442 2022/11/01 13:22:54 - mmengine - INFO - Epoch(train) [27][55/125] lr: 2.0000e-02 eta: 2:45:39 time: 0.4212 data_time: 0.1173 memory: 9582 loss: 0.4468 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0058 loss_cls: 0.0850 acc: 97.7783 loss_bbox: 0.0989 loss_mask: 0.2481 2022/11/01 13:22:56 - mmengine - INFO - Epoch(train) [27][60/125] lr: 2.0000e-02 eta: 2:44:59 time: 0.4308 data_time: 0.1118 memory: 9748 loss: 0.4400 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0060 loss_cls: 0.0852 acc: 95.0439 loss_bbox: 0.1062 loss_mask: 0.2350 2022/11/01 13:22:58 - mmengine - INFO - Epoch(train) [27][65/125] lr: 2.0000e-02 eta: 2:44:59 time: 0.4508 data_time: 0.1234 memory: 8984 loss: 0.4366 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0053 loss_cls: 0.0871 acc: 97.4609 loss_bbox: 0.1085 loss_mask: 0.2285 2022/11/01 13:23:01 - mmengine - INFO - Epoch(train) [27][70/125] lr: 2.0000e-02 eta: 2:44:28 time: 0.4712 data_time: 0.1587 memory: 9066 loss: 0.4560 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0062 loss_cls: 0.0859 acc: 94.5557 loss_bbox: 0.1065 loss_mask: 0.2485 2022/11/01 13:23:03 - mmengine - INFO - Epoch(train) [27][75/125] lr: 2.0000e-02 eta: 2:44:28 time: 0.4308 data_time: 0.1393 memory: 9062 loss: 0.4851 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0064 loss_cls: 0.0897 acc: 95.9961 loss_bbox: 0.1061 loss_mask: 0.2731 2022/11/01 13:23:05 - mmengine - INFO - Epoch(train) [27][80/125] lr: 2.0000e-02 eta: 2:43:46 time: 0.4096 data_time: 0.1112 memory: 9570 loss: 0.4565 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0047 loss_cls: 0.0873 acc: 98.6572 loss_bbox: 0.0947 loss_mask: 0.2602 2022/11/01 13:23:07 - mmengine - INFO - Epoch(train) [27][85/125] lr: 2.0000e-02 eta: 2:43:46 time: 0.4226 data_time: 0.0986 memory: 10063 loss: 0.4616 loss_rpn_cls: 0.0126 loss_rpn_bbox: 0.0053 loss_cls: 0.0903 acc: 98.2422 loss_bbox: 0.1006 loss_mask: 0.2529 2022/11/01 13:23:09 - mmengine - INFO - Epoch(train) [27][90/125] lr: 2.0000e-02 eta: 2:43:08 time: 0.4277 data_time: 0.1152 memory: 8849 loss: 0.4485 loss_rpn_cls: 0.0151 loss_rpn_bbox: 0.0057 loss_cls: 0.0806 acc: 97.1436 loss_bbox: 0.0884 loss_mask: 0.2586 2022/11/01 13:23:11 - mmengine - INFO - Epoch(train) [27][95/125] lr: 2.0000e-02 eta: 2:43:08 time: 0.4199 data_time: 0.1260 memory: 9288 loss: 0.4707 loss_rpn_cls: 0.0126 loss_rpn_bbox: 0.0061 loss_cls: 0.0883 acc: 94.9463 loss_bbox: 0.1009 loss_mask: 0.2628 2022/11/01 13:23:13 - mmengine - INFO - Epoch(train) [27][100/125] lr: 2.0000e-02 eta: 2:42:23 time: 0.3926 data_time: 0.0865 memory: 9784 loss: 0.4843 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0063 loss_cls: 0.0949 acc: 98.1201 loss_bbox: 0.1134 loss_mask: 0.2601 2022/11/01 13:23:15 - mmengine - INFO - Epoch(train) [27][105/125] lr: 2.0000e-02 eta: 2:42:23 time: 0.3701 data_time: 0.0722 memory: 8984 loss: 0.4038 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0044 loss_cls: 0.0662 acc: 96.8018 loss_bbox: 0.0822 loss_mask: 0.2442 2022/11/01 13:23:17 - mmengine - INFO - Epoch(train) [27][110/125] lr: 2.0000e-02 eta: 2:41:43 time: 0.4066 data_time: 0.1051 memory: 9124 loss: 0.3952 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0041 loss_cls: 0.0609 acc: 96.5088 loss_bbox: 0.0763 loss_mask: 0.2483 2022/11/01 13:23:19 - mmengine - INFO - Epoch(train) [27][115/125] lr: 2.0000e-02 eta: 2:41:43 time: 0.4289 data_time: 0.1260 memory: 9242 loss: 0.4270 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0045 loss_cls: 0.0743 acc: 96.4111 loss_bbox: 0.0894 loss_mask: 0.2522 2022/11/01 13:23:21 - mmengine - INFO - Epoch(train) [27][120/125] lr: 2.0000e-02 eta: 2:41:06 time: 0.4181 data_time: 0.1013 memory: 10287 loss: 0.4883 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0059 loss_cls: 0.0950 acc: 95.3613 loss_bbox: 0.1155 loss_mask: 0.2643 2022/11/01 13:23:23 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:23:23 - mmengine - INFO - Epoch(train) [27][125/125] lr: 2.0000e-02 eta: 2:41:06 time: 0.3709 data_time: 0.0531 memory: 9082 loss: 0.4907 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0060 loss_cls: 0.0985 acc: 95.9961 loss_bbox: 0.1189 loss_mask: 0.2597 2022/11/01 13:23:25 - mmengine - INFO - Epoch(train) [28][5/125] lr: 2.0000e-02 eta: 2:41:06 time: 0.3964 data_time: 0.1077 memory: 8839 loss: 0.4106 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0040 loss_cls: 0.0710 acc: 98.7549 loss_bbox: 0.0846 loss_mask: 0.2418 2022/11/01 13:23:27 - mmengine - INFO - Epoch(train) [28][10/125] lr: 2.0000e-02 eta: 2:39:34 time: 0.4277 data_time: 0.1445 memory: 8967 loss: 0.4080 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0036 loss_cls: 0.0679 acc: 97.6318 loss_bbox: 0.0766 loss_mask: 0.2522 2022/11/01 13:23:29 - mmengine - INFO - Epoch(train) [28][15/125] lr: 2.0000e-02 eta: 2:39:34 time: 0.3674 data_time: 0.0855 memory: 8654 loss: 0.4091 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0037 loss_cls: 0.0625 acc: 98.6816 loss_bbox: 0.0668 loss_mask: 0.2703 2022/11/01 13:23:31 - mmengine - INFO - Epoch(train) [28][20/125] lr: 2.0000e-02 eta: 2:38:47 time: 0.3580 data_time: 0.0728 memory: 8855 loss: 0.3895 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0033 loss_cls: 0.0482 acc: 99.2188 loss_bbox: 0.0535 loss_mask: 0.2782 2022/11/01 13:23:33 - mmengine - INFO - Epoch(train) [28][25/125] lr: 2.0000e-02 eta: 2:38:47 time: 0.4179 data_time: 0.1042 memory: 9707 loss: 0.4272 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0045 loss_cls: 0.0697 acc: 96.0449 loss_bbox: 0.0844 loss_mask: 0.2622 2022/11/01 13:23:35 - mmengine - INFO - Epoch(train) [28][30/125] lr: 2.0000e-02 eta: 2:38:20 time: 0.4585 data_time: 0.1215 memory: 9399 loss: 0.4610 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0061 loss_cls: 0.0835 acc: 97.8516 loss_bbox: 0.1034 loss_mask: 0.2605 2022/11/01 13:23:37 - mmengine - INFO - Epoch(train) [28][35/125] lr: 2.0000e-02 eta: 2:38:20 time: 0.4063 data_time: 0.0956 memory: 8967 loss: 0.4278 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0062 loss_cls: 0.0738 acc: 96.0693 loss_bbox: 0.0906 loss_mask: 0.2490 2022/11/01 13:23:39 - mmengine - INFO - Epoch(train) [28][40/125] lr: 2.0000e-02 eta: 2:37:38 time: 0.3688 data_time: 0.0771 memory: 8977 loss: 0.4068 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0059 loss_cls: 0.0713 acc: 98.8525 loss_bbox: 0.0851 loss_mask: 0.2353 2022/11/01 13:23:41 - mmengine - INFO - Epoch(train) [28][45/125] lr: 2.0000e-02 eta: 2:37:38 time: 0.4087 data_time: 0.1070 memory: 9020 loss: 0.4295 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0045 loss_cls: 0.0703 acc: 98.5352 loss_bbox: 0.0876 loss_mask: 0.2595 2022/11/01 13:23:44 - mmengine - INFO - Epoch(train) [28][50/125] lr: 2.0000e-02 eta: 2:37:17 time: 0.4853 data_time: 0.1696 memory: 9655 loss: 0.4594 loss_rpn_cls: 0.0152 loss_rpn_bbox: 0.0060 loss_cls: 0.0806 acc: 95.6299 loss_bbox: 0.0912 loss_mask: 0.2663 2022/11/01 13:23:46 - mmengine - INFO - Epoch(train) [28][55/125] lr: 2.0000e-02 eta: 2:37:17 time: 0.4637 data_time: 0.1583 memory: 9186 loss: 0.4968 loss_rpn_cls: 0.0167 loss_rpn_bbox: 0.0089 loss_cls: 0.0957 acc: 96.5332 loss_bbox: 0.1079 loss_mask: 0.2676 2022/11/01 13:23:47 - mmengine - INFO - Epoch(train) [28][60/125] lr: 2.0000e-02 eta: 2:36:38 time: 0.3823 data_time: 0.0917 memory: 9370 loss: 0.4937 loss_rpn_cls: 0.0111 loss_rpn_bbox: 0.0075 loss_cls: 0.0943 acc: 96.2891 loss_bbox: 0.1100 loss_mask: 0.2707 2022/11/01 13:23:49 - mmengine - INFO - Epoch(train) [28][65/125] lr: 2.0000e-02 eta: 2:36:38 time: 0.3760 data_time: 0.0879 memory: 8679 loss: 0.4008 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0037 loss_cls: 0.0626 acc: 98.8525 loss_bbox: 0.0707 loss_mask: 0.2553 2022/11/01 13:23:52 - mmengine - INFO - Epoch(train) [28][70/125] lr: 2.0000e-02 eta: 2:36:15 time: 0.4673 data_time: 0.1368 memory: 10051 loss: 0.3966 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0040 loss_cls: 0.0639 acc: 94.9951 loss_bbox: 0.0815 loss_mask: 0.2409 2022/11/01 13:23:54 - mmengine - INFO - Epoch(train) [28][75/125] lr: 2.0000e-02 eta: 2:36:15 time: 0.4764 data_time: 0.1405 memory: 9213 loss: 0.4644 loss_rpn_cls: 0.0110 loss_rpn_bbox: 0.0064 loss_cls: 0.0861 acc: 98.1445 loss_bbox: 0.1105 loss_mask: 0.2505 2022/11/01 13:23:56 - mmengine - INFO - Epoch(train) [28][80/125] lr: 2.0000e-02 eta: 2:35:40 time: 0.3970 data_time: 0.1030 memory: 9108 loss: 0.4646 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0056 loss_cls: 0.0844 acc: 97.7295 loss_bbox: 0.1014 loss_mask: 0.2623 2022/11/01 13:23:58 - mmengine - INFO - Epoch(train) [28][85/125] lr: 2.0000e-02 eta: 2:35:40 time: 0.4059 data_time: 0.0998 memory: 9768 loss: 0.4498 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0053 loss_cls: 0.0840 acc: 97.3389 loss_bbox: 0.1031 loss_mask: 0.2485 2022/11/01 13:24:00 - mmengine - INFO - Epoch(train) [28][90/125] lr: 2.0000e-02 eta: 2:35:11 time: 0.4297 data_time: 0.1139 memory: 8869 loss: 0.4380 loss_rpn_cls: 0.0104 loss_rpn_bbox: 0.0056 loss_cls: 0.0800 acc: 98.0957 loss_bbox: 0.0935 loss_mask: 0.2485 2022/11/01 13:24:02 - mmengine - INFO - Epoch(train) [28][95/125] lr: 2.0000e-02 eta: 2:35:11 time: 0.4182 data_time: 0.1055 memory: 9978 loss: 0.4254 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0048 loss_cls: 0.0760 acc: 98.3154 loss_bbox: 0.0873 loss_mask: 0.2486 2022/11/01 13:24:05 - mmengine - INFO - Epoch(train) [28][100/125] lr: 2.0000e-02 eta: 2:34:39 time: 0.4088 data_time: 0.1054 memory: 8914 loss: 0.4210 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0048 loss_cls: 0.0748 acc: 98.0713 loss_bbox: 0.0846 loss_mask: 0.2482 2022/11/01 13:24:07 - mmengine - INFO - Epoch(train) [28][105/125] lr: 2.0000e-02 eta: 2:34:39 time: 0.4221 data_time: 0.1196 memory: 9294 loss: 0.4649 loss_rpn_cls: 0.0117 loss_rpn_bbox: 0.0061 loss_cls: 0.0886 acc: 97.6807 loss_bbox: 0.0975 loss_mask: 0.2610 2022/11/01 13:24:09 - mmengine - INFO - Epoch(train) [28][110/125] lr: 2.0000e-02 eta: 2:34:11 time: 0.4288 data_time: 0.1276 memory: 8843 loss: 0.4658 loss_rpn_cls: 0.0102 loss_rpn_bbox: 0.0057 loss_cls: 0.0882 acc: 97.9248 loss_bbox: 0.0977 loss_mask: 0.2639 2022/11/01 13:24:11 - mmengine - INFO - Epoch(train) [28][115/125] lr: 2.0000e-02 eta: 2:34:11 time: 0.4518 data_time: 0.1200 memory: 10320 loss: 0.4483 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0055 loss_cls: 0.0875 acc: 92.7002 loss_bbox: 0.0946 loss_mask: 0.2514 2022/11/01 13:24:13 - mmengine - INFO - Epoch(train) [28][120/125] lr: 2.0000e-02 eta: 2:33:48 time: 0.4538 data_time: 0.1094 memory: 8849 loss: 0.4428 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0046 loss_cls: 0.0818 acc: 98.1934 loss_bbox: 0.0881 loss_mask: 0.2604 2022/11/01 13:24:15 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:24:15 - mmengine - INFO - Epoch(train) [28][125/125] lr: 2.0000e-02 eta: 2:33:48 time: 0.4136 data_time: 0.0820 memory: 9998 loss: 0.4575 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0044 loss_cls: 0.0840 acc: 96.8994 loss_bbox: 0.0917 loss_mask: 0.2686 2022/11/01 13:24:19 - mmengine - INFO - Epoch(train) [29][5/125] lr: 2.0000e-02 eta: 2:33:48 time: 0.5223 data_time: 0.1697 memory: 9966 loss: 0.4730 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0061 loss_cls: 0.0938 acc: 95.9717 loss_bbox: 0.1139 loss_mask: 0.2495 2022/11/01 13:24:21 - mmengine - INFO - Epoch(train) [29][10/125] lr: 2.0000e-02 eta: 2:32:51 time: 0.5392 data_time: 0.1916 memory: 9893 loss: 0.4635 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0068 loss_cls: 0.0897 acc: 96.9482 loss_bbox: 0.1111 loss_mask: 0.2471 2022/11/01 13:24:23 - mmengine - INFO - Epoch(train) [29][15/125] lr: 2.0000e-02 eta: 2:32:51 time: 0.4317 data_time: 0.0969 memory: 9659 loss: 0.4844 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0067 loss_cls: 0.0953 acc: 96.0693 loss_bbox: 0.1145 loss_mask: 0.2590 2022/11/01 13:24:25 - mmengine - INFO - Epoch(train) [29][20/125] lr: 2.0000e-02 eta: 2:32:29 time: 0.4579 data_time: 0.1175 memory: 10176 loss: 0.4859 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0064 loss_cls: 0.0960 acc: 96.1426 loss_bbox: 0.1128 loss_mask: 0.2614 2022/11/01 13:24:28 - mmengine - INFO - Epoch(train) [29][25/125] lr: 2.0000e-02 eta: 2:32:29 time: 0.4680 data_time: 0.1267 memory: 8901 loss: 0.4539 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0062 loss_cls: 0.0849 acc: 98.6816 loss_bbox: 0.0987 loss_mask: 0.2551 2022/11/01 13:24:30 - mmengine - INFO - Epoch(train) [29][30/125] lr: 2.0000e-02 eta: 2:32:06 time: 0.4429 data_time: 0.1042 memory: 9007 loss: 0.4179 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0049 loss_cls: 0.0692 acc: 98.4619 loss_bbox: 0.0817 loss_mask: 0.2528 2022/11/01 13:24:32 - mmengine - INFO - Epoch(train) [29][35/125] lr: 2.0000e-02 eta: 2:32:06 time: 0.4080 data_time: 0.0719 memory: 8781 loss: 0.4026 loss_rpn_cls: 0.0115 loss_rpn_bbox: 0.0043 loss_cls: 0.0672 acc: 96.7529 loss_bbox: 0.0751 loss_mask: 0.2444 2022/11/01 13:24:34 - mmengine - INFO - Epoch(train) [29][40/125] lr: 2.0000e-02 eta: 2:31:35 time: 0.3967 data_time: 0.0822 memory: 8732 loss: 0.3652 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0036 loss_cls: 0.0567 acc: 98.4375 loss_bbox: 0.0609 loss_mask: 0.2349 2022/11/01 13:24:36 - mmengine - INFO - Epoch(train) [29][45/125] lr: 2.0000e-02 eta: 2:31:35 time: 0.4502 data_time: 0.1421 memory: 9036 loss: 0.3934 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0039 loss_cls: 0.0681 acc: 97.6318 loss_bbox: 0.0724 loss_mask: 0.2416 2022/11/01 13:24:38 - mmengine - INFO - Epoch(train) [29][50/125] lr: 2.0000e-02 eta: 2:31:14 time: 0.4493 data_time: 0.1281 memory: 9056 loss: 0.4462 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0049 loss_cls: 0.0910 acc: 97.4365 loss_bbox: 0.0976 loss_mask: 0.2454 2022/11/01 13:24:40 - mmengine - INFO - Epoch(train) [29][55/125] lr: 2.0000e-02 eta: 2:31:14 time: 0.3876 data_time: 0.0793 memory: 8879 loss: 0.4243 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0041 loss_cls: 0.0745 acc: 97.9492 loss_bbox: 0.0792 loss_mask: 0.2595 2022/11/01 13:24:42 - mmengine - INFO - Epoch(train) [29][60/125] lr: 2.0000e-02 eta: 2:30:42 time: 0.3841 data_time: 0.0877 memory: 9007 loss: 0.4142 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0036 loss_cls: 0.0647 acc: 97.4121 loss_bbox: 0.0718 loss_mask: 0.2666 2022/11/01 13:24:44 - mmengine - INFO - Epoch(train) [29][65/125] lr: 2.0000e-02 eta: 2:30:42 time: 0.4341 data_time: 0.1285 memory: 9828 loss: 0.4265 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0045 loss_cls: 0.0763 acc: 97.5830 loss_bbox: 0.0895 loss_mask: 0.2468 2022/11/01 13:24:46 - mmengine - INFO - Epoch(train) [29][70/125] lr: 2.0000e-02 eta: 2:30:20 time: 0.4383 data_time: 0.1226 memory: 9824 loss: 0.4636 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0056 loss_cls: 0.0919 acc: 98.0957 loss_bbox: 0.1072 loss_mask: 0.2495 2022/11/01 13:24:48 - mmengine - INFO - Epoch(train) [29][75/125] lr: 2.0000e-02 eta: 2:30:20 time: 0.3916 data_time: 0.0759 memory: 8987 loss: 0.4606 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0055 loss_cls: 0.0858 acc: 97.9248 loss_bbox: 0.0998 loss_mask: 0.2624 2022/11/01 13:24:50 - mmengine - INFO - Epoch(train) [29][80/125] lr: 2.0000e-02 eta: 2:29:51 time: 0.3981 data_time: 0.0784 memory: 8654 loss: 0.4195 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0042 loss_cls: 0.0651 acc: 97.0215 loss_bbox: 0.0750 loss_mask: 0.2673 2022/11/01 13:24:53 - mmengine - INFO - Epoch(train) [29][85/125] lr: 2.0000e-02 eta: 2:29:51 time: 0.4954 data_time: 0.1428 memory: 8793 loss: 0.3915 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0036 loss_cls: 0.0596 acc: 97.2656 loss_bbox: 0.0658 loss_mask: 0.2538 2022/11/01 13:24:55 - mmengine - INFO - Epoch(train) [29][90/125] lr: 2.0000e-02 eta: 2:29:38 time: 0.4946 data_time: 0.1467 memory: 9150 loss: 0.4241 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0048 loss_cls: 0.0707 acc: 98.3643 loss_bbox: 0.0846 loss_mask: 0.2553 2022/11/01 13:24:57 - mmengine - INFO - Epoch(train) [29][95/125] lr: 2.0000e-02 eta: 2:29:38 time: 0.3935 data_time: 0.0850 memory: 9180 loss: 0.4717 loss_rpn_cls: 0.0103 loss_rpn_bbox: 0.0064 loss_cls: 0.0869 acc: 95.6787 loss_bbox: 0.1112 loss_mask: 0.2570 2022/11/01 13:24:59 - mmengine - INFO - Epoch(train) [29][100/125] lr: 2.0000e-02 eta: 2:29:06 time: 0.3679 data_time: 0.0771 memory: 9158 loss: 0.4232 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0048 loss_cls: 0.0788 acc: 97.0459 loss_bbox: 0.0971 loss_mask: 0.2351 2022/11/01 13:25:01 - mmengine - INFO - Epoch(train) [29][105/125] lr: 2.0000e-02 eta: 2:29:06 time: 0.4167 data_time: 0.1241 memory: 8872 loss: 0.3842 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0031 loss_cls: 0.0695 acc: 95.6543 loss_bbox: 0.0757 loss_mask: 0.2302 2022/11/01 13:25:03 - mmengine - INFO - Epoch(train) [29][110/125] lr: 2.0000e-02 eta: 2:28:42 time: 0.4225 data_time: 0.1232 memory: 9282 loss: 0.4377 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0044 loss_cls: 0.0891 acc: 98.0469 loss_bbox: 0.0954 loss_mask: 0.2418 2022/11/01 13:25:05 - mmengine - INFO - Epoch(train) [29][115/125] lr: 2.0000e-02 eta: 2:28:42 time: 0.3770 data_time: 0.0758 memory: 8787 loss: 0.4435 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0046 loss_cls: 0.0871 acc: 97.5098 loss_bbox: 0.0994 loss_mask: 0.2463 2022/11/01 13:25:07 - mmengine - INFO - Epoch(train) [29][120/125] lr: 2.0000e-02 eta: 2:28:18 time: 0.4210 data_time: 0.1053 memory: 9160 loss: 0.4228 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0044 loss_cls: 0.0779 acc: 95.8496 loss_bbox: 0.0939 loss_mask: 0.2409 2022/11/01 13:25:09 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:25:09 - mmengine - INFO - Epoch(train) [29][125/125] lr: 2.0000e-02 eta: 2:28:18 time: 0.4224 data_time: 0.0881 memory: 8800 loss: 0.4241 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0044 loss_cls: 0.0716 acc: 98.9014 loss_bbox: 0.0815 loss_mask: 0.2605 2022/11/01 13:25:12 - mmengine - INFO - Epoch(train) [30][5/125] lr: 2.0000e-02 eta: 2:28:18 time: 0.4475 data_time: 0.1095 memory: 9586 loss: 0.4208 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0049 loss_cls: 0.0706 acc: 94.6045 loss_bbox: 0.0744 loss_mask: 0.2625 2022/11/01 13:25:14 - mmengine - INFO - Epoch(train) [30][10/125] lr: 2.0000e-02 eta: 2:27:17 time: 0.4461 data_time: 0.1367 memory: 8987 loss: 0.4422 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0052 loss_cls: 0.0787 acc: 98.0713 loss_bbox: 0.0902 loss_mask: 0.2598 2022/11/01 13:25:16 - mmengine - INFO - Epoch(train) [30][15/125] lr: 2.0000e-02 eta: 2:27:17 time: 0.3763 data_time: 0.0889 memory: 9160 loss: 0.4229 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0042 loss_cls: 0.0711 acc: 98.7305 loss_bbox: 0.0841 loss_mask: 0.2560 2022/11/01 13:25:18 - mmengine - INFO - Epoch(train) [30][20/125] lr: 2.0000e-02 eta: 2:26:49 time: 0.3827 data_time: 0.0795 memory: 9691 loss: 0.4393 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0045 loss_cls: 0.0840 acc: 97.2168 loss_bbox: 0.0948 loss_mask: 0.2469 2022/11/01 13:25:20 - mmengine - INFO - Epoch(train) [30][25/125] lr: 2.0000e-02 eta: 2:26:49 time: 0.4209 data_time: 0.1207 memory: 8957 loss: 0.4372 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0039 loss_cls: 0.0854 acc: 97.9248 loss_bbox: 0.0952 loss_mask: 0.2447 2022/11/01 13:25:22 - mmengine - INFO - Epoch(train) [30][30/125] lr: 2.0000e-02 eta: 2:26:30 time: 0.4437 data_time: 0.1522 memory: 9206 loss: 0.4092 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0039 loss_cls: 0.0756 acc: 96.0693 loss_bbox: 0.0882 loss_mask: 0.2353 2022/11/01 13:25:24 - mmengine - INFO - Epoch(train) [30][35/125] lr: 2.0000e-02 eta: 2:26:30 time: 0.4277 data_time: 0.1115 memory: 10324 loss: 0.4583 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0058 loss_cls: 0.0926 acc: 96.4844 loss_bbox: 0.1162 loss_mask: 0.2360 2022/11/01 13:25:26 - mmengine - INFO - Epoch(train) [30][40/125] lr: 2.0000e-02 eta: 2:26:06 time: 0.4000 data_time: 0.0921 memory: 9000 loss: 0.4685 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0057 loss_cls: 0.0942 acc: 95.7764 loss_bbox: 0.1214 loss_mask: 0.2388 2022/11/01 13:25:28 - mmengine - INFO - Epoch(train) [30][45/125] lr: 2.0000e-02 eta: 2:26:06 time: 0.4045 data_time: 0.1118 memory: 9036 loss: 0.4456 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0051 loss_cls: 0.0831 acc: 96.4600 loss_bbox: 0.1043 loss_mask: 0.2455 2022/11/01 13:25:30 - mmengine - INFO - Epoch(train) [30][50/125] lr: 2.0000e-02 eta: 2:25:44 time: 0.4170 data_time: 0.1047 memory: 8780 loss: 0.3883 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0043 loss_cls: 0.0673 acc: 98.5596 loss_bbox: 0.0779 loss_mask: 0.2325 2022/11/01 13:25:32 - mmengine - INFO - Epoch(train) [30][55/125] lr: 2.0000e-02 eta: 2:25:44 time: 0.4063 data_time: 0.0736 memory: 10220 loss: 0.4025 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0043 loss_cls: 0.0693 acc: 97.4854 loss_bbox: 0.0763 loss_mask: 0.2461 2022/11/01 13:25:34 - mmengine - INFO - Epoch(train) [30][60/125] lr: 2.0000e-02 eta: 2:25:23 time: 0.4220 data_time: 0.0899 memory: 9804 loss: 0.4561 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0053 loss_cls: 0.0887 acc: 95.2393 loss_bbox: 0.1014 loss_mask: 0.2518 2022/11/01 13:25:37 - mmengine - INFO - Epoch(train) [30][65/125] lr: 2.0000e-02 eta: 2:25:23 time: 0.4694 data_time: 0.1443 memory: 9982 loss: 0.4342 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0064 loss_cls: 0.0865 acc: 96.3379 loss_bbox: 0.1028 loss_mask: 0.2301 2022/11/01 13:25:39 - mmengine - INFO - Epoch(train) [30][70/125] lr: 2.0000e-02 eta: 2:25:06 time: 0.4489 data_time: 0.1383 memory: 9088 loss: 0.4348 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0064 loss_cls: 0.0820 acc: 96.9482 loss_bbox: 0.0976 loss_mask: 0.2403 2022/11/01 13:25:41 - mmengine - INFO - Epoch(train) [30][75/125] lr: 2.0000e-02 eta: 2:25:06 time: 0.3887 data_time: 0.0984 memory: 9144 loss: 0.4495 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0046 loss_cls: 0.0761 acc: 96.3867 loss_bbox: 0.0904 loss_mask: 0.2697 2022/11/01 13:25:43 - mmengine - INFO - Epoch(train) [30][80/125] lr: 2.0000e-02 eta: 2:24:45 time: 0.4202 data_time: 0.1225 memory: 9281 loss: 0.4850 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0054 loss_cls: 0.0825 acc: 95.4590 loss_bbox: 0.1048 loss_mask: 0.2841 2022/11/01 13:25:46 - mmengine - INFO - Epoch(train) [30][85/125] lr: 2.0000e-02 eta: 2:24:45 time: 0.4744 data_time: 0.1587 memory: 9294 loss: 0.5113 loss_rpn_cls: 0.0112 loss_rpn_bbox: 0.0071 loss_cls: 0.1022 acc: 96.4600 loss_bbox: 0.1309 loss_mask: 0.2598 2022/11/01 13:25:48 - mmengine - INFO - Epoch(train) [30][90/125] lr: 2.0000e-02 eta: 2:24:27 time: 0.4398 data_time: 0.1286 memory: 8977 loss: 0.5068 loss_rpn_cls: 0.0119 loss_rpn_bbox: 0.0066 loss_cls: 0.1040 acc: 97.7295 loss_bbox: 0.1252 loss_mask: 0.2591 2022/11/01 13:25:50 - mmengine - INFO - Epoch(train) [30][95/125] lr: 2.0000e-02 eta: 2:24:27 time: 0.3993 data_time: 0.0929 memory: 10139 loss: 0.5048 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0062 loss_cls: 0.0995 acc: 95.6299 loss_bbox: 0.1159 loss_mask: 0.2744 2022/11/01 13:25:52 - mmengine - INFO - Epoch(train) [30][100/125] lr: 2.0000e-02 eta: 2:24:05 time: 0.4086 data_time: 0.0913 memory: 9213 loss: 0.4890 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0067 loss_cls: 0.0968 acc: 95.3125 loss_bbox: 0.1175 loss_mask: 0.2600 2022/11/01 13:25:54 - mmengine - INFO - Epoch(train) [30][105/125] lr: 2.0000e-02 eta: 2:24:05 time: 0.4011 data_time: 0.1058 memory: 9186 loss: 0.4563 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0061 loss_cls: 0.0835 acc: 97.2900 loss_bbox: 0.0996 loss_mask: 0.2583 2022/11/01 13:25:56 - mmengine - INFO - Epoch(train) [30][110/125] lr: 2.0000e-02 eta: 2:23:43 time: 0.3993 data_time: 0.1161 memory: 9059 loss: 0.4321 loss_rpn_cls: 0.0117 loss_rpn_bbox: 0.0054 loss_cls: 0.0682 acc: 96.7285 loss_bbox: 0.0783 loss_mask: 0.2686 2022/11/01 13:25:57 - mmengine - INFO - Epoch(train) [30][115/125] lr: 2.0000e-02 eta: 2:23:43 time: 0.3872 data_time: 0.0987 memory: 9370 loss: 0.4317 loss_rpn_cls: 0.0122 loss_rpn_bbox: 0.0058 loss_cls: 0.0741 acc: 97.4854 loss_bbox: 0.0858 loss_mask: 0.2537 2022/11/01 13:26:00 - mmengine - INFO - Epoch(train) [30][120/125] lr: 2.0000e-02 eta: 2:23:22 time: 0.4150 data_time: 0.1044 memory: 10417 loss: 0.4518 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0070 loss_cls: 0.0890 acc: 95.6787 loss_bbox: 0.1069 loss_mask: 0.2380 2022/11/01 13:26:02 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:26:02 - mmengine - INFO - Epoch(train) [30][125/125] lr: 2.0000e-02 eta: 2:23:22 time: 0.4008 data_time: 0.0846 memory: 9016 loss: 0.4440 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0067 loss_cls: 0.0836 acc: 96.8750 loss_bbox: 0.1075 loss_mask: 0.2365 2022/11/01 13:26:04 - mmengine - INFO - Epoch(train) [31][5/125] lr: 2.0000e-02 eta: 2:23:22 time: 0.4491 data_time: 0.1536 memory: 9399 loss: 0.4156 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0050 loss_cls: 0.0704 acc: 98.4863 loss_bbox: 0.0894 loss_mask: 0.2419 2022/11/01 13:26:06 - mmengine - INFO - Epoch(train) [31][10/125] lr: 2.0000e-02 eta: 2:22:32 time: 0.4628 data_time: 0.1597 memory: 9213 loss: 0.4308 loss_rpn_cls: 0.0107 loss_rpn_bbox: 0.0057 loss_cls: 0.0768 acc: 96.7285 loss_bbox: 0.0944 loss_mask: 0.2431 2022/11/01 13:26:08 - mmengine - INFO - Epoch(train) [31][15/125] lr: 2.0000e-02 eta: 2:22:32 time: 0.4024 data_time: 0.0666 memory: 9950 loss: 0.4581 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0060 loss_cls: 0.0893 acc: 95.6055 loss_bbox: 0.1127 loss_mask: 0.2406 2022/11/01 13:26:10 - mmengine - INFO - Epoch(train) [31][20/125] lr: 2.0000e-02 eta: 2:22:11 time: 0.4047 data_time: 0.0772 memory: 9406 loss: 0.4628 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0053 loss_cls: 0.0935 acc: 97.0947 loss_bbox: 0.1174 loss_mask: 0.2379 2022/11/01 13:26:12 - mmengine - INFO - Epoch(train) [31][25/125] lr: 2.0000e-02 eta: 2:22:11 time: 0.3997 data_time: 0.1073 memory: 8967 loss: 0.4238 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0042 loss_cls: 0.0792 acc: 98.8281 loss_bbox: 0.0980 loss_mask: 0.2352 2022/11/01 13:26:14 - mmengine - INFO - Epoch(train) [31][30/125] lr: 2.0000e-02 eta: 2:21:49 time: 0.3935 data_time: 0.1077 memory: 9222 loss: 0.4031 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0048 loss_cls: 0.0671 acc: 98.9502 loss_bbox: 0.0794 loss_mask: 0.2442 2022/11/01 13:26:16 - mmengine - INFO - Epoch(train) [31][35/125] lr: 2.0000e-02 eta: 2:21:49 time: 0.3837 data_time: 0.0943 memory: 8990 loss: 0.4433 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0062 loss_cls: 0.0810 acc: 98.6572 loss_bbox: 0.0882 loss_mask: 0.2590 2022/11/01 13:26:19 - mmengine - INFO - Epoch(train) [31][40/125] lr: 2.0000e-02 eta: 2:21:37 time: 0.4689 data_time: 0.1432 memory: 10115 loss: 0.4734 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0061 loss_cls: 0.1014 acc: 96.5332 loss_bbox: 0.1058 loss_mask: 0.2514 2022/11/01 13:26:21 - mmengine - INFO - Epoch(train) [31][45/125] lr: 2.0000e-02 eta: 2:21:37 time: 0.5073 data_time: 0.1610 memory: 9618 loss: 0.4370 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0057 loss_cls: 0.0938 acc: 97.9492 loss_bbox: 0.1077 loss_mask: 0.2221 2022/11/01 13:26:23 - mmengine - INFO - Epoch(train) [31][50/125] lr: 2.0000e-02 eta: 2:21:19 time: 0.4269 data_time: 0.1139 memory: 9092 loss: 0.4416 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0061 loss_cls: 0.0800 acc: 95.4590 loss_bbox: 0.0993 loss_mask: 0.2481 2022/11/01 13:26:25 - mmengine - INFO - Epoch(train) [31][55/125] lr: 2.0000e-02 eta: 2:21:19 time: 0.3932 data_time: 0.0930 memory: 8849 loss: 0.4504 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0060 loss_cls: 0.0793 acc: 97.0947 loss_bbox: 0.0900 loss_mask: 0.2663 2022/11/01 13:26:27 - mmengine - INFO - Epoch(train) [31][60/125] lr: 2.0000e-02 eta: 2:21:00 time: 0.4138 data_time: 0.1107 memory: 9337 loss: 0.4280 loss_rpn_cls: 0.0101 loss_rpn_bbox: 0.0055 loss_cls: 0.0827 acc: 94.4336 loss_bbox: 0.0900 loss_mask: 0.2397 2022/11/01 13:26:30 - mmengine - INFO - Epoch(train) [31][65/125] lr: 2.0000e-02 eta: 2:21:00 time: 0.4394 data_time: 0.1295 memory: 9232 loss: 0.4408 loss_rpn_cls: 0.0112 loss_rpn_bbox: 0.0059 loss_cls: 0.0886 acc: 97.4609 loss_bbox: 0.0933 loss_mask: 0.2420 2022/11/01 13:26:32 - mmengine - INFO - Epoch(train) [31][70/125] lr: 2.0000e-02 eta: 2:20:45 time: 0.4422 data_time: 0.1122 memory: 9736 loss: 0.4421 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0053 loss_cls: 0.0802 acc: 95.4346 loss_bbox: 0.0836 loss_mask: 0.2641 2022/11/01 13:26:34 - mmengine - INFO - Epoch(train) [31][75/125] lr: 2.0000e-02 eta: 2:20:45 time: 0.4158 data_time: 0.1002 memory: 8901 loss: 0.4387 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0050 loss_cls: 0.0752 acc: 97.9736 loss_bbox: 0.0819 loss_mask: 0.2672 2022/11/01 13:26:36 - mmengine - INFO - Epoch(train) [31][80/125] lr: 2.0000e-02 eta: 2:20:25 time: 0.3968 data_time: 0.1016 memory: 8901 loss: 0.4300 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0051 loss_cls: 0.0738 acc: 98.2178 loss_bbox: 0.0835 loss_mask: 0.2598 2022/11/01 13:26:38 - mmengine - INFO - Epoch(train) [31][85/125] lr: 2.0000e-02 eta: 2:20:25 time: 0.3865 data_time: 0.1000 memory: 8898 loss: 0.4026 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0041 loss_cls: 0.0676 acc: 96.5820 loss_bbox: 0.0796 loss_mask: 0.2469 2022/11/01 13:26:39 - mmengine - INFO - Epoch(train) [31][90/125] lr: 2.0000e-02 eta: 2:20:03 time: 0.3824 data_time: 0.1005 memory: 8735 loss: 0.3871 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0034 loss_cls: 0.0571 acc: 98.2666 loss_bbox: 0.0683 loss_mask: 0.2522 2022/11/01 13:26:42 - mmengine - INFO - Epoch(train) [31][95/125] lr: 2.0000e-02 eta: 2:20:03 time: 0.3942 data_time: 0.0911 memory: 9800 loss: 0.4357 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0049 loss_cls: 0.0773 acc: 95.9473 loss_bbox: 0.0897 loss_mask: 0.2546 2022/11/01 13:26:44 - mmengine - INFO - Epoch(train) [31][100/125] lr: 2.0000e-02 eta: 2:19:53 time: 0.4754 data_time: 0.1265 memory: 9562 loss: 0.4542 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0049 loss_cls: 0.0872 acc: 96.8018 loss_bbox: 0.1031 loss_mask: 0.2494 2022/11/01 13:26:47 - mmengine - INFO - Epoch(train) [31][105/125] lr: 2.0000e-02 eta: 2:19:53 time: 0.5142 data_time: 0.1700 memory: 9288 loss: 0.4354 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0047 loss_cls: 0.0732 acc: 97.1436 loss_bbox: 0.0918 loss_mask: 0.2577 2022/11/01 13:26:49 - mmengine - INFO - Epoch(train) [31][110/125] lr: 2.0000e-02 eta: 2:19:39 time: 0.4504 data_time: 0.1452 memory: 9160 loss: 0.4425 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0058 loss_cls: 0.0796 acc: 97.0703 loss_bbox: 0.0963 loss_mask: 0.2514 2022/11/01 13:26:51 - mmengine - INFO - Epoch(train) [31][115/125] lr: 2.0000e-02 eta: 2:19:39 time: 0.3917 data_time: 0.1000 memory: 9066 loss: 0.4341 loss_rpn_cls: 0.0121 loss_rpn_bbox: 0.0060 loss_cls: 0.0797 acc: 98.5107 loss_bbox: 0.0919 loss_mask: 0.2443 2022/11/01 13:26:53 - mmengine - INFO - Epoch(train) [31][120/125] lr: 2.0000e-02 eta: 2:19:18 time: 0.3819 data_time: 0.0870 memory: 8839 loss: 0.4206 loss_rpn_cls: 0.0117 loss_rpn_bbox: 0.0052 loss_cls: 0.0713 acc: 97.4609 loss_bbox: 0.0817 loss_mask: 0.2507 2022/11/01 13:26:54 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:26:54 - mmengine - INFO - Epoch(train) [31][125/125] lr: 2.0000e-02 eta: 2:19:18 time: 0.3672 data_time: 0.0579 memory: 8997 loss: 0.4160 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0046 loss_cls: 0.0675 acc: 95.9229 loss_bbox: 0.0833 loss_mask: 0.2517 2022/11/01 13:26:57 - mmengine - INFO - Epoch(train) [32][5/125] lr: 2.0000e-02 eta: 2:19:18 time: 0.4689 data_time: 0.1410 memory: 9075 loss: 0.4058 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0048 loss_cls: 0.0677 acc: 96.8750 loss_bbox: 0.0891 loss_mask: 0.2382 2022/11/01 13:26:59 - mmengine - INFO - Epoch(train) [32][10/125] lr: 2.0000e-02 eta: 2:18:36 time: 0.4861 data_time: 0.1726 memory: 8836 loss: 0.4093 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0045 loss_cls: 0.0660 acc: 97.4121 loss_bbox: 0.0805 loss_mask: 0.2533 2022/11/01 13:27:01 - mmengine - INFO - Epoch(train) [32][15/125] lr: 2.0000e-02 eta: 2:18:36 time: 0.4166 data_time: 0.1158 memory: 9249 loss: 0.4414 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0049 loss_cls: 0.0815 acc: 97.1680 loss_bbox: 0.0927 loss_mask: 0.2546 2022/11/01 13:27:03 - mmengine - INFO - Epoch(train) [32][20/125] lr: 2.0000e-02 eta: 2:18:21 time: 0.4309 data_time: 0.1012 memory: 8852 loss: 0.4391 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0049 loss_cls: 0.0826 acc: 98.2910 loss_bbox: 0.0946 loss_mask: 0.2492 2022/11/01 13:27:06 - mmengine - INFO - Epoch(train) [32][25/125] lr: 2.0000e-02 eta: 2:18:21 time: 0.4193 data_time: 0.0899 memory: 8904 loss: 0.3852 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0035 loss_cls: 0.0647 acc: 96.8506 loss_bbox: 0.0737 loss_mask: 0.2391 2022/11/01 13:27:08 - mmengine - INFO - Epoch(train) [32][30/125] lr: 2.0000e-02 eta: 2:18:06 time: 0.4262 data_time: 0.1062 memory: 10010 loss: 0.4279 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0041 loss_cls: 0.0763 acc: 96.0449 loss_bbox: 0.0814 loss_mask: 0.2607 2022/11/01 13:27:10 - mmengine - INFO - Epoch(train) [32][35/125] lr: 2.0000e-02 eta: 2:18:06 time: 0.4274 data_time: 0.1162 memory: 9101 loss: 0.4932 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0056 loss_cls: 0.0949 acc: 95.7275 loss_bbox: 0.1012 loss_mask: 0.2842 2022/11/01 13:27:12 - mmengine - INFO - Epoch(train) [32][40/125] lr: 2.0000e-02 eta: 2:17:48 time: 0.4056 data_time: 0.1039 memory: 9294 loss: 0.4542 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0057 loss_cls: 0.0923 acc: 96.3135 loss_bbox: 0.1011 loss_mask: 0.2473 2022/11/01 13:27:14 - mmengine - INFO - Epoch(train) [32][45/125] lr: 2.0000e-02 eta: 2:17:48 time: 0.3947 data_time: 0.0805 memory: 8872 loss: 0.4260 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0048 loss_cls: 0.0760 acc: 97.9248 loss_bbox: 0.0928 loss_mask: 0.2456 2022/11/01 13:27:16 - mmengine - INFO - Epoch(train) [32][50/125] lr: 2.0000e-02 eta: 2:17:30 time: 0.3953 data_time: 0.0901 memory: 9065 loss: 0.4438 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0055 loss_cls: 0.0778 acc: 96.4600 loss_bbox: 0.0966 loss_mask: 0.2572 2022/11/01 13:27:18 - mmengine - INFO - Epoch(train) [32][55/125] lr: 2.0000e-02 eta: 2:17:30 time: 0.4093 data_time: 0.1078 memory: 9193 loss: 0.4548 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0065 loss_cls: 0.0911 acc: 97.3877 loss_bbox: 0.1003 loss_mask: 0.2478 2022/11/01 13:27:20 - mmengine - INFO - Epoch(train) [32][60/125] lr: 2.0000e-02 eta: 2:17:11 time: 0.3968 data_time: 0.0972 memory: 9151 loss: 0.4287 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0052 loss_cls: 0.0847 acc: 97.8760 loss_bbox: 0.0890 loss_mask: 0.2416 2022/11/01 13:27:22 - mmengine - INFO - Epoch(train) [32][65/125] lr: 2.0000e-02 eta: 2:17:11 time: 0.4105 data_time: 0.1102 memory: 9000 loss: 0.4136 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0044 loss_cls: 0.0817 acc: 95.7520 loss_bbox: 0.0835 loss_mask: 0.2373 2022/11/01 13:27:24 - mmengine - INFO - Epoch(train) [32][70/125] lr: 2.0000e-02 eta: 2:17:02 time: 0.4727 data_time: 0.1348 memory: 9101 loss: 0.4161 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0046 loss_cls: 0.0845 acc: 97.2412 loss_bbox: 0.0888 loss_mask: 0.2308 2022/11/01 13:27:27 - mmengine - INFO - Epoch(train) [32][75/125] lr: 2.0000e-02 eta: 2:17:02 time: 0.4561 data_time: 0.1271 memory: 9249 loss: 0.4396 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0053 loss_cls: 0.0820 acc: 98.3154 loss_bbox: 0.0977 loss_mask: 0.2475 2022/11/01 13:27:29 - mmengine - INFO - Epoch(train) [32][80/125] lr: 2.0000e-02 eta: 2:16:48 time: 0.4331 data_time: 0.1195 memory: 9635 loss: 0.4758 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0062 loss_cls: 0.0900 acc: 97.8027 loss_bbox: 0.1085 loss_mask: 0.2645 2022/11/01 13:27:31 - mmengine - INFO - Epoch(train) [32][85/125] lr: 2.0000e-02 eta: 2:16:48 time: 0.4486 data_time: 0.1143 memory: 9946 loss: 0.4918 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0063 loss_cls: 0.1015 acc: 96.4111 loss_bbox: 0.1144 loss_mask: 0.2625 2022/11/01 13:27:33 - mmengine - INFO - Epoch(train) [32][90/125] lr: 2.0000e-02 eta: 2:16:35 time: 0.4390 data_time: 0.1153 memory: 9059 loss: 0.4806 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0062 loss_cls: 0.0925 acc: 97.5830 loss_bbox: 0.1090 loss_mask: 0.2659 2022/11/01 13:27:35 - mmengine - INFO - Epoch(train) [32][95/125] lr: 2.0000e-02 eta: 2:16:35 time: 0.4288 data_time: 0.1217 memory: 9131 loss: 0.4643 loss_rpn_cls: 0.0111 loss_rpn_bbox: 0.0065 loss_cls: 0.0848 acc: 95.2148 loss_bbox: 0.0986 loss_mask: 0.2633 2022/11/01 13:27:37 - mmengine - INFO - Epoch(train) [32][100/125] lr: 2.0000e-02 eta: 2:16:18 time: 0.3971 data_time: 0.1039 memory: 9236 loss: 0.4389 loss_rpn_cls: 0.0102 loss_rpn_bbox: 0.0051 loss_cls: 0.0796 acc: 97.7051 loss_bbox: 0.0920 loss_mask: 0.2520 2022/11/01 13:27:39 - mmengine - INFO - Epoch(train) [32][105/125] lr: 2.0000e-02 eta: 2:16:18 time: 0.3884 data_time: 0.0981 memory: 9124 loss: 0.4478 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0047 loss_cls: 0.0774 acc: 95.2881 loss_bbox: 0.0992 loss_mask: 0.2591 2022/11/01 13:27:41 - mmengine - INFO - Epoch(train) [32][110/125] lr: 2.0000e-02 eta: 2:16:00 time: 0.3947 data_time: 0.0962 memory: 9072 loss: 0.4615 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0057 loss_cls: 0.0852 acc: 96.4111 loss_bbox: 0.1079 loss_mask: 0.2538 2022/11/01 13:27:43 - mmengine - INFO - Epoch(train) [32][115/125] lr: 2.0000e-02 eta: 2:16:00 time: 0.3855 data_time: 0.0996 memory: 8829 loss: 0.4089 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0038 loss_cls: 0.0687 acc: 98.2666 loss_bbox: 0.0830 loss_mask: 0.2475 2022/11/01 13:27:45 - mmengine - INFO - Epoch(train) [32][120/125] lr: 2.0000e-02 eta: 2:15:45 time: 0.4193 data_time: 0.1236 memory: 9812 loss: 0.4252 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0043 loss_cls: 0.0713 acc: 99.1455 loss_bbox: 0.0811 loss_mask: 0.2618 2022/11/01 13:27:47 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:27:47 - mmengine - INFO - Epoch(train) [32][125/125] lr: 2.0000e-02 eta: 2:15:45 time: 0.4102 data_time: 0.0928 memory: 9837 loss: 0.4897 loss_rpn_cls: 0.0114 loss_rpn_bbox: 0.0073 loss_cls: 0.0979 acc: 93.2373 loss_bbox: 0.1147 loss_mask: 0.2584 2022/11/01 13:27:50 - mmengine - INFO - Epoch(train) [33][5/125] lr: 2.0000e-02 eta: 2:15:45 time: 0.4291 data_time: 0.1276 memory: 8947 loss: 0.4503 loss_rpn_cls: 0.0104 loss_rpn_bbox: 0.0067 loss_cls: 0.0851 acc: 96.8506 loss_bbox: 0.1030 loss_mask: 0.2453 2022/11/01 13:27:51 - mmengine - INFO - Epoch(train) [33][10/125] lr: 2.0000e-02 eta: 2:15:02 time: 0.4252 data_time: 0.1394 memory: 8839 loss: 0.4145 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0047 loss_cls: 0.0665 acc: 97.1191 loss_bbox: 0.0776 loss_mask: 0.2595 2022/11/01 13:27:54 - mmengine - INFO - Epoch(train) [33][15/125] lr: 2.0000e-02 eta: 2:15:02 time: 0.4064 data_time: 0.1046 memory: 10079 loss: 0.4194 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0047 loss_cls: 0.0695 acc: 97.2656 loss_bbox: 0.0870 loss_mask: 0.2534 2022/11/01 13:27:56 - mmengine - INFO - Epoch(train) [33][20/125] lr: 2.0000e-02 eta: 2:14:47 time: 0.4122 data_time: 0.1044 memory: 9327 loss: 0.4093 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0047 loss_cls: 0.0738 acc: 93.5303 loss_bbox: 0.0899 loss_mask: 0.2353 2022/11/01 13:27:58 - mmengine - INFO - Epoch(train) [33][25/125] lr: 2.0000e-02 eta: 2:14:47 time: 0.4355 data_time: 0.1105 memory: 10038 loss: 0.4632 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0061 loss_cls: 0.0937 acc: 94.5557 loss_bbox: 0.1008 loss_mask: 0.2544 2022/11/01 13:28:00 - mmengine - INFO - Epoch(train) [33][30/125] lr: 2.0000e-02 eta: 2:14:39 time: 0.4766 data_time: 0.1459 memory: 9167 loss: 0.4439 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0057 loss_cls: 0.0863 acc: 97.3389 loss_bbox: 0.0965 loss_mask: 0.2483 2022/11/01 13:28:02 - mmengine - INFO - Epoch(train) [33][35/125] lr: 2.0000e-02 eta: 2:14:39 time: 0.4516 data_time: 0.1302 memory: 9622 loss: 0.4318 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0054 loss_cls: 0.0743 acc: 96.6064 loss_bbox: 0.0916 loss_mask: 0.2536 2022/11/01 13:28:04 - mmengine - INFO - Epoch(train) [33][40/125] lr: 2.0000e-02 eta: 2:14:23 time: 0.4060 data_time: 0.0878 memory: 9265 loss: 0.4491 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0060 loss_cls: 0.0819 acc: 98.0957 loss_bbox: 0.0962 loss_mask: 0.2563 2022/11/01 13:28:06 - mmengine - INFO - Epoch(train) [33][45/125] lr: 2.0000e-02 eta: 2:14:23 time: 0.3842 data_time: 0.0827 memory: 8898 loss: 0.4212 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0044 loss_cls: 0.0723 acc: 96.8506 loss_bbox: 0.0851 loss_mask: 0.2534 2022/11/01 13:28:09 - mmengine - INFO - Epoch(train) [33][50/125] lr: 2.0000e-02 eta: 2:14:09 time: 0.4168 data_time: 0.1055 memory: 9092 loss: 0.4207 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0047 loss_cls: 0.0731 acc: 96.7529 loss_bbox: 0.0880 loss_mask: 0.2494 2022/11/01 13:28:11 - mmengine - INFO - Epoch(train) [33][55/125] lr: 2.0000e-02 eta: 2:14:09 time: 0.4349 data_time: 0.1102 memory: 9128 loss: 0.3918 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0045 loss_cls: 0.0727 acc: 98.2666 loss_bbox: 0.0813 loss_mask: 0.2274 2022/11/01 13:28:12 - mmengine - INFO - Epoch(train) [33][60/125] lr: 2.0000e-02 eta: 2:13:52 time: 0.3883 data_time: 0.0823 memory: 9177 loss: 0.3933 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0042 loss_cls: 0.0667 acc: 97.9492 loss_bbox: 0.0727 loss_mask: 0.2420 2022/11/01 13:28:14 - mmengine - INFO - Epoch(train) [33][65/125] lr: 2.0000e-02 eta: 2:13:52 time: 0.3771 data_time: 0.0889 memory: 8767 loss: 0.4068 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0046 loss_cls: 0.0655 acc: 98.9502 loss_bbox: 0.0729 loss_mask: 0.2548 2022/11/01 13:28:16 - mmengine - INFO - Epoch(train) [33][70/125] lr: 2.0000e-02 eta: 2:13:36 time: 0.3987 data_time: 0.1159 memory: 8741 loss: 0.4121 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0035 loss_cls: 0.0677 acc: 98.4131 loss_bbox: 0.0703 loss_mask: 0.2631 2022/11/01 13:28:18 - mmengine - INFO - Epoch(train) [33][75/125] lr: 2.0000e-02 eta: 2:13:36 time: 0.3956 data_time: 0.1116 memory: 9295 loss: 0.4355 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0046 loss_cls: 0.0758 acc: 97.9736 loss_bbox: 0.0849 loss_mask: 0.2619 2022/11/01 13:28:20 - mmengine - INFO - Epoch(train) [33][80/125] lr: 2.0000e-02 eta: 2:13:19 time: 0.3778 data_time: 0.0908 memory: 9101 loss: 0.4283 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0059 loss_cls: 0.0765 acc: 96.8750 loss_bbox: 0.0959 loss_mask: 0.2414 2022/11/01 13:28:22 - mmengine - INFO - Epoch(train) [33][85/125] lr: 2.0000e-02 eta: 2:13:19 time: 0.3646 data_time: 0.0861 memory: 8990 loss: 0.4118 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0052 loss_cls: 0.0742 acc: 98.5596 loss_bbox: 0.0856 loss_mask: 0.2398 2022/11/01 13:28:24 - mmengine - INFO - Epoch(train) [33][90/125] lr: 2.0000e-02 eta: 2:13:01 time: 0.3793 data_time: 0.0873 memory: 9643 loss: 0.4221 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0056 loss_cls: 0.0734 acc: 97.8760 loss_bbox: 0.0850 loss_mask: 0.2493 2022/11/01 13:28:26 - mmengine - INFO - Epoch(train) [33][95/125] lr: 2.0000e-02 eta: 2:13:01 time: 0.4167 data_time: 0.1191 memory: 9108 loss: 0.4411 loss_rpn_cls: 0.0104 loss_rpn_bbox: 0.0059 loss_cls: 0.0744 acc: 94.5801 loss_bbox: 0.0879 loss_mask: 0.2625 2022/11/01 13:28:28 - mmengine - INFO - Epoch(train) [33][100/125] lr: 2.0000e-02 eta: 2:12:47 time: 0.4048 data_time: 0.1126 memory: 8839 loss: 0.4229 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0050 loss_cls: 0.0701 acc: 97.5830 loss_bbox: 0.0870 loss_mask: 0.2536 2022/11/01 13:28:30 - mmengine - INFO - Epoch(train) [33][105/125] lr: 2.0000e-02 eta: 2:12:47 time: 0.3695 data_time: 0.0840 memory: 9095 loss: 0.4293 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0053 loss_cls: 0.0711 acc: 95.8496 loss_bbox: 0.0914 loss_mask: 0.2549 2022/11/01 13:28:32 - mmengine - INFO - Epoch(train) [33][110/125] lr: 2.0000e-02 eta: 2:12:29 time: 0.3718 data_time: 0.0918 memory: 9207 loss: 0.4402 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0058 loss_cls: 0.0760 acc: 98.2178 loss_bbox: 0.0892 loss_mask: 0.2608 2022/11/01 13:28:34 - mmengine - INFO - Epoch(train) [33][115/125] lr: 2.0000e-02 eta: 2:12:29 time: 0.4045 data_time: 0.1150 memory: 9095 loss: 0.4791 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0057 loss_cls: 0.0828 acc: 96.6309 loss_bbox: 0.0953 loss_mask: 0.2869 2022/11/01 13:28:37 - mmengine - INFO - Epoch(train) [33][120/125] lr: 2.0000e-02 eta: 2:12:22 time: 0.4835 data_time: 0.1756 memory: 8981 loss: 0.5095 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0053 loss_cls: 0.0915 acc: 98.2422 loss_bbox: 0.1036 loss_mask: 0.3006 2022/11/01 13:28:39 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:28:39 - mmengine - INFO - Epoch(train) [33][125/125] lr: 2.0000e-02 eta: 2:12:22 time: 0.4702 data_time: 0.1503 memory: 9314 loss: 0.5055 loss_rpn_cls: 0.0177 loss_rpn_bbox: 0.0069 loss_cls: 0.1078 acc: 96.1426 loss_bbox: 0.1096 loss_mask: 0.2635 2022/11/01 13:28:41 - mmengine - INFO - Epoch(train) [34][5/125] lr: 2.0000e-02 eta: 2:12:22 time: 0.4624 data_time: 0.1585 memory: 8806 loss: 0.4662 loss_rpn_cls: 0.0187 loss_rpn_bbox: 0.0067 loss_cls: 0.0966 acc: 96.1670 loss_bbox: 0.0935 loss_mask: 0.2507 2022/11/01 13:28:43 - mmengine - INFO - Epoch(train) [34][10/125] lr: 2.0000e-02 eta: 2:11:47 time: 0.4617 data_time: 0.1650 memory: 8843 loss: 0.4102 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0053 loss_cls: 0.0741 acc: 96.8262 loss_bbox: 0.0773 loss_mask: 0.2443 2022/11/01 13:28:45 - mmengine - INFO - Epoch(train) [34][15/125] lr: 2.0000e-02 eta: 2:11:47 time: 0.4138 data_time: 0.0970 memory: 9069 loss: 0.4533 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0066 loss_cls: 0.0902 acc: 96.3867 loss_bbox: 0.1035 loss_mask: 0.2433 2022/11/01 13:28:47 - mmengine - INFO - Epoch(train) [34][20/125] lr: 2.0000e-02 eta: 2:11:35 time: 0.4230 data_time: 0.0995 memory: 9897 loss: 0.4408 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0060 loss_cls: 0.0880 acc: 95.6543 loss_bbox: 0.1048 loss_mask: 0.2328 2022/11/01 13:28:50 - mmengine - INFO - Epoch(train) [34][25/125] lr: 2.0000e-02 eta: 2:11:35 time: 0.4473 data_time: 0.1350 memory: 9291 loss: 0.4211 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0051 loss_cls: 0.0825 acc: 95.9473 loss_bbox: 0.0946 loss_mask: 0.2323 2022/11/01 13:28:52 - mmengine - INFO - Epoch(train) [34][30/125] lr: 2.0000e-02 eta: 2:11:23 time: 0.4316 data_time: 0.1174 memory: 9337 loss: 0.4244 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0049 loss_cls: 0.0801 acc: 95.3857 loss_bbox: 0.0896 loss_mask: 0.2435 2022/11/01 13:28:54 - mmengine - INFO - Epoch(train) [34][35/125] lr: 2.0000e-02 eta: 2:11:23 time: 0.3928 data_time: 0.0829 memory: 8852 loss: 0.3943 loss_rpn_cls: 0.0100 loss_rpn_bbox: 0.0041 loss_cls: 0.0609 acc: 95.9473 loss_bbox: 0.0643 loss_mask: 0.2550 2022/11/01 13:28:56 - mmengine - INFO - Epoch(train) [34][40/125] lr: 2.0000e-02 eta: 2:11:08 time: 0.3879 data_time: 0.0857 memory: 8937 loss: 0.3950 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0040 loss_cls: 0.0569 acc: 97.9492 loss_bbox: 0.0631 loss_mask: 0.2617 2022/11/01 13:28:58 - mmengine - INFO - Epoch(train) [34][45/125] lr: 2.0000e-02 eta: 2:11:08 time: 0.4172 data_time: 0.0989 memory: 9667 loss: 0.4047 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0040 loss_cls: 0.0629 acc: 98.0225 loss_bbox: 0.0782 loss_mask: 0.2530 2022/11/01 13:29:00 - mmengine - INFO - Epoch(train) [34][50/125] lr: 2.0000e-02 eta: 2:10:55 time: 0.4139 data_time: 0.0873 memory: 8954 loss: 0.3863 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0039 loss_cls: 0.0605 acc: 98.7305 loss_bbox: 0.0710 loss_mask: 0.2420 2022/11/01 13:29:02 - mmengine - INFO - Epoch(train) [34][55/125] lr: 2.0000e-02 eta: 2:10:55 time: 0.3709 data_time: 0.0555 memory: 8997 loss: 0.3762 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0035 loss_cls: 0.0566 acc: 97.3389 loss_bbox: 0.0682 loss_mask: 0.2408 2022/11/01 13:29:03 - mmengine - INFO - Epoch(train) [34][60/125] lr: 2.0000e-02 eta: 2:10:37 time: 0.3576 data_time: 0.0621 memory: 8862 loss: 0.4041 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0033 loss_cls: 0.0558 acc: 99.4385 loss_bbox: 0.0686 loss_mask: 0.2703 2022/11/01 13:29:06 - mmengine - INFO - Epoch(train) [34][65/125] lr: 2.0000e-02 eta: 2:10:37 time: 0.4011 data_time: 0.1078 memory: 9226 loss: 0.4136 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0041 loss_cls: 0.0614 acc: 98.9746 loss_bbox: 0.0751 loss_mask: 0.2664 2022/11/01 13:29:08 - mmengine - INFO - Epoch(train) [34][70/125] lr: 2.0000e-02 eta: 2:10:25 time: 0.4244 data_time: 0.1199 memory: 9101 loss: 0.4038 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0045 loss_cls: 0.0691 acc: 99.5361 loss_bbox: 0.0865 loss_mask: 0.2382 2022/11/01 13:29:10 - mmengine - INFO - Epoch(train) [34][75/125] lr: 2.0000e-02 eta: 2:10:25 time: 0.4050 data_time: 0.0976 memory: 8904 loss: 0.4069 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0044 loss_cls: 0.0723 acc: 98.9014 loss_bbox: 0.0832 loss_mask: 0.2403 2022/11/01 13:29:12 - mmengine - INFO - Epoch(train) [34][80/125] lr: 2.0000e-02 eta: 2:10:12 time: 0.4001 data_time: 0.0920 memory: 9105 loss: 0.4298 loss_rpn_cls: 0.0125 loss_rpn_bbox: 0.0066 loss_cls: 0.0745 acc: 97.5830 loss_bbox: 0.0822 loss_mask: 0.2539 2022/11/01 13:29:14 - mmengine - INFO - Epoch(train) [34][85/125] lr: 2.0000e-02 eta: 2:10:12 time: 0.4241 data_time: 0.1149 memory: 9039 loss: 0.4243 loss_rpn_cls: 0.0138 loss_rpn_bbox: 0.0071 loss_cls: 0.0721 acc: 97.1924 loss_bbox: 0.0877 loss_mask: 0.2438 2022/11/01 13:29:16 - mmengine - INFO - Epoch(train) [34][90/125] lr: 2.0000e-02 eta: 2:10:03 time: 0.4589 data_time: 0.1382 memory: 9291 loss: 0.4279 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0049 loss_cls: 0.0756 acc: 97.2412 loss_bbox: 0.1011 loss_mask: 0.2376 2022/11/01 13:29:18 - mmengine - INFO - Epoch(train) [34][95/125] lr: 2.0000e-02 eta: 2:10:03 time: 0.4399 data_time: 0.1061 memory: 9901 loss: 0.4464 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0050 loss_cls: 0.0832 acc: 97.9004 loss_bbox: 0.1106 loss_mask: 0.2414 2022/11/01 13:29:20 - mmengine - INFO - Epoch(train) [34][100/125] lr: 2.0000e-02 eta: 2:09:51 time: 0.4170 data_time: 0.0885 memory: 8882 loss: 0.4542 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0045 loss_cls: 0.0896 acc: 97.1680 loss_bbox: 0.0960 loss_mask: 0.2566 2022/11/01 13:29:23 - mmengine - INFO - Epoch(train) [34][105/125] lr: 2.0000e-02 eta: 2:09:51 time: 0.4501 data_time: 0.1180 memory: 9082 loss: 0.4294 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0034 loss_cls: 0.0789 acc: 99.8535 loss_bbox: 0.0685 loss_mask: 0.2704 2022/11/01 13:29:25 - mmengine - INFO - Epoch(train) [34][110/125] lr: 2.0000e-02 eta: 2:09:44 time: 0.4646 data_time: 0.1431 memory: 9128 loss: 0.4154 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0038 loss_cls: 0.0724 acc: 94.7266 loss_bbox: 0.0670 loss_mask: 0.2629 2022/11/01 13:29:27 - mmengine - INFO - Epoch(train) [34][115/125] lr: 2.0000e-02 eta: 2:09:44 time: 0.4340 data_time: 0.1216 memory: 9816 loss: 0.4720 loss_rpn_cls: 0.0118 loss_rpn_bbox: 0.0064 loss_cls: 0.0923 acc: 95.9229 loss_bbox: 0.0994 loss_mask: 0.2622 2022/11/01 13:29:29 - mmengine - INFO - Epoch(train) [34][120/125] lr: 2.0000e-02 eta: 2:09:31 time: 0.4125 data_time: 0.1033 memory: 8904 loss: 0.4567 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0059 loss_cls: 0.0846 acc: 98.6816 loss_bbox: 0.1012 loss_mask: 0.2573 2022/11/01 13:29:31 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:29:31 - mmengine - INFO - Epoch(train) [34][125/125] lr: 2.0000e-02 eta: 2:09:31 time: 0.4086 data_time: 0.0905 memory: 10075 loss: 0.4513 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0045 loss_cls: 0.0838 acc: 97.2656 loss_bbox: 0.1029 loss_mask: 0.2529 2022/11/01 13:29:34 - mmengine - INFO - Epoch(train) [35][5/125] lr: 2.0000e-02 eta: 2:09:31 time: 0.4527 data_time: 0.1134 memory: 9954 loss: 0.4842 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0052 loss_cls: 0.0971 acc: 96.4600 loss_bbox: 0.1141 loss_mask: 0.2582 2022/11/01 13:29:36 - mmengine - INFO - Epoch(train) [35][10/125] lr: 2.0000e-02 eta: 2:09:00 time: 0.4659 data_time: 0.1514 memory: 9190 loss: 0.4481 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0049 loss_cls: 0.0895 acc: 95.1416 loss_bbox: 0.1032 loss_mask: 0.2434 2022/11/01 13:29:38 - mmengine - INFO - Epoch(train) [35][15/125] lr: 2.0000e-02 eta: 2:09:00 time: 0.4420 data_time: 0.1416 memory: 8914 loss: 0.4364 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0043 loss_cls: 0.0878 acc: 97.9248 loss_bbox: 0.0969 loss_mask: 0.2424 2022/11/01 13:29:40 - mmengine - INFO - Epoch(train) [35][20/125] lr: 2.0000e-02 eta: 2:08:51 time: 0.4552 data_time: 0.1427 memory: 9030 loss: 0.4533 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0056 loss_cls: 0.0929 acc: 96.8506 loss_bbox: 0.0933 loss_mask: 0.2526 2022/11/01 13:29:43 - mmengine - INFO - Epoch(train) [35][25/125] lr: 2.0000e-02 eta: 2:08:51 time: 0.4397 data_time: 0.1260 memory: 9748 loss: 0.4679 loss_rpn_cls: 0.0118 loss_rpn_bbox: 0.0066 loss_cls: 0.0953 acc: 96.1182 loss_bbox: 0.1058 loss_mask: 0.2484 2022/11/01 13:29:45 - mmengine - INFO - Epoch(train) [35][30/125] lr: 2.0000e-02 eta: 2:08:41 time: 0.4267 data_time: 0.1105 memory: 10083 loss: 0.4723 loss_rpn_cls: 0.0099 loss_rpn_bbox: 0.0052 loss_cls: 0.0920 acc: 95.5811 loss_bbox: 0.1043 loss_mask: 0.2609 2022/11/01 13:29:47 - mmengine - INFO - Epoch(train) [35][35/125] lr: 2.0000e-02 eta: 2:08:41 time: 0.4105 data_time: 0.1024 memory: 9003 loss: 0.4416 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0046 loss_cls: 0.0829 acc: 97.7295 loss_bbox: 0.0916 loss_mask: 0.2529 2022/11/01 13:29:49 - mmengine - INFO - Epoch(train) [35][40/125] lr: 2.0000e-02 eta: 2:08:26 time: 0.3805 data_time: 0.0939 memory: 9158 loss: 0.4125 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0044 loss_cls: 0.0782 acc: 95.6787 loss_bbox: 0.0939 loss_mask: 0.2284 2022/11/01 13:29:51 - mmengine - INFO - Epoch(train) [35][45/125] lr: 2.0000e-02 eta: 2:08:26 time: 0.4163 data_time: 0.1070 memory: 10188 loss: 0.4349 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0061 loss_cls: 0.0832 acc: 97.9980 loss_bbox: 0.1045 loss_mask: 0.2317 2022/11/01 13:29:53 - mmengine - INFO - Epoch(train) [35][50/125] lr: 2.0000e-02 eta: 2:08:18 time: 0.4509 data_time: 0.1159 memory: 9905 loss: 0.4769 loss_rpn_cls: 0.0110 loss_rpn_bbox: 0.0080 loss_cls: 0.0924 acc: 95.4102 loss_bbox: 0.1189 loss_mask: 0.2466 2022/11/01 13:29:55 - mmengine - INFO - Epoch(train) [35][55/125] lr: 2.0000e-02 eta: 2:08:18 time: 0.4549 data_time: 0.1038 memory: 10472 loss: 0.4617 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0068 loss_cls: 0.0911 acc: 97.7295 loss_bbox: 0.1213 loss_mask: 0.2349 2022/11/01 13:29:58 - mmengine - INFO - Epoch(train) [35][60/125] lr: 2.0000e-02 eta: 2:08:12 time: 0.4805 data_time: 0.1121 memory: 9229 loss: 0.4265 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0055 loss_cls: 0.0799 acc: 98.5107 loss_bbox: 0.1085 loss_mask: 0.2271 2022/11/01 13:30:00 - mmengine - INFO - Epoch(train) [35][65/125] lr: 2.0000e-02 eta: 2:08:12 time: 0.4414 data_time: 0.1133 memory: 9095 loss: 0.4085 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0052 loss_cls: 0.0692 acc: 99.3164 loss_bbox: 0.0880 loss_mask: 0.2401 2022/11/01 13:30:02 - mmengine - INFO - Epoch(train) [35][70/125] lr: 2.0000e-02 eta: 2:07:59 time: 0.4017 data_time: 0.1142 memory: 9013 loss: 0.4042 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0049 loss_cls: 0.0621 acc: 97.9736 loss_bbox: 0.0702 loss_mask: 0.2580 2022/11/01 13:30:04 - mmengine - INFO - Epoch(train) [35][75/125] lr: 2.0000e-02 eta: 2:07:59 time: 0.4089 data_time: 0.1245 memory: 9154 loss: 0.4339 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0053 loss_cls: 0.0760 acc: 95.6543 loss_bbox: 0.0832 loss_mask: 0.2609 2022/11/01 13:30:06 - mmengine - INFO - Epoch(train) [35][80/125] lr: 2.0000e-02 eta: 2:07:46 time: 0.3880 data_time: 0.1006 memory: 9158 loss: 0.4724 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0065 loss_cls: 0.0952 acc: 97.8760 loss_bbox: 0.1131 loss_mask: 0.2506 2022/11/01 13:30:08 - mmengine - INFO - Epoch(train) [35][85/125] lr: 2.0000e-02 eta: 2:07:46 time: 0.3924 data_time: 0.1056 memory: 9033 loss: 0.4597 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0056 loss_cls: 0.0867 acc: 96.4844 loss_bbox: 0.1077 loss_mask: 0.2523 2022/11/01 13:30:10 - mmengine - INFO - Epoch(train) [35][90/125] lr: 2.0000e-02 eta: 2:07:33 time: 0.4001 data_time: 0.1168 memory: 8927 loss: 0.4334 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0040 loss_cls: 0.0761 acc: 98.6328 loss_bbox: 0.0883 loss_mask: 0.2569 2022/11/01 13:30:12 - mmengine - INFO - Epoch(train) [35][95/125] lr: 2.0000e-02 eta: 2:07:33 time: 0.4081 data_time: 0.1185 memory: 9082 loss: 0.4089 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0038 loss_cls: 0.0678 acc: 97.8516 loss_bbox: 0.0826 loss_mask: 0.2457 2022/11/01 13:30:14 - mmengine - INFO - Epoch(train) [35][100/125] lr: 2.0000e-02 eta: 2:07:22 time: 0.4156 data_time: 0.1264 memory: 9016 loss: 0.4020 loss_rpn_cls: 0.0102 loss_rpn_bbox: 0.0048 loss_cls: 0.0677 acc: 98.3887 loss_bbox: 0.0838 loss_mask: 0.2355 2022/11/01 13:30:16 - mmengine - INFO - Epoch(train) [35][105/125] lr: 2.0000e-02 eta: 2:07:22 time: 0.4260 data_time: 0.1276 memory: 9869 loss: 0.4318 loss_rpn_cls: 0.0111 loss_rpn_bbox: 0.0060 loss_cls: 0.0810 acc: 97.1191 loss_bbox: 0.0908 loss_mask: 0.2429 2022/11/01 13:30:18 - mmengine - INFO - Epoch(train) [35][110/125] lr: 2.0000e-02 eta: 2:07:12 time: 0.4217 data_time: 0.1212 memory: 9210 loss: 0.4596 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0058 loss_cls: 0.0861 acc: 98.7549 loss_bbox: 0.1016 loss_mask: 0.2570 2022/11/01 13:30:20 - mmengine - INFO - Epoch(train) [35][115/125] lr: 2.0000e-02 eta: 2:07:12 time: 0.3936 data_time: 0.0982 memory: 8797 loss: 0.4255 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0046 loss_cls: 0.0746 acc: 98.2910 loss_bbox: 0.0889 loss_mask: 0.2502 2022/11/01 13:30:22 - mmengine - INFO - Epoch(train) [35][120/125] lr: 2.0000e-02 eta: 2:06:57 time: 0.3738 data_time: 0.0806 memory: 9033 loss: 0.3828 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0041 loss_cls: 0.0612 acc: 98.5107 loss_bbox: 0.0801 loss_mask: 0.2300 2022/11/01 13:30:23 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:30:23 - mmengine - INFO - Epoch(train) [35][125/125] lr: 2.0000e-02 eta: 2:06:57 time: 0.3394 data_time: 0.0565 memory: 8927 loss: 0.3989 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0045 loss_cls: 0.0665 acc: 98.0713 loss_bbox: 0.0871 loss_mask: 0.2328 2022/11/01 13:30:26 - mmengine - INFO - Epoch(train) [36][5/125] lr: 2.0000e-02 eta: 2:06:57 time: 0.3872 data_time: 0.1004 memory: 9023 loss: 0.4184 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0046 loss_cls: 0.0817 acc: 97.9736 loss_bbox: 0.0880 loss_mask: 0.2363 2022/11/01 13:30:28 - mmengine - INFO - Epoch(train) [36][10/125] lr: 2.0000e-02 eta: 2:06:26 time: 0.4449 data_time: 0.1474 memory: 9282 loss: 0.4159 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0050 loss_cls: 0.0865 acc: 97.6074 loss_bbox: 0.0950 loss_mask: 0.2227 2022/11/01 13:30:30 - mmengine - INFO - Epoch(train) [36][15/125] lr: 2.0000e-02 eta: 2:06:26 time: 0.4344 data_time: 0.1181 memory: 8839 loss: 0.4149 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0041 loss_cls: 0.0682 acc: 97.5586 loss_bbox: 0.0776 loss_mask: 0.2586 2022/11/01 13:30:32 - mmengine - INFO - Epoch(train) [36][20/125] lr: 2.0000e-02 eta: 2:06:18 time: 0.4392 data_time: 0.1056 memory: 8898 loss: 0.4576 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0039 loss_cls: 0.0680 acc: 98.6572 loss_bbox: 0.0709 loss_mask: 0.3069 2022/11/01 13:30:34 - mmengine - INFO - Epoch(train) [36][25/125] lr: 2.0000e-02 eta: 2:06:18 time: 0.4212 data_time: 0.0928 memory: 8735 loss: 0.4652 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0043 loss_cls: 0.0778 acc: 97.9736 loss_bbox: 0.0810 loss_mask: 0.2927 2022/11/01 13:30:36 - mmengine - INFO - Epoch(train) [36][30/125] lr: 2.0000e-02 eta: 2:06:06 time: 0.4065 data_time: 0.1023 memory: 8852 loss: 0.4161 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0042 loss_cls: 0.0659 acc: 98.1445 loss_bbox: 0.0745 loss_mask: 0.2634 2022/11/01 13:30:38 - mmengine - INFO - Epoch(train) [36][35/125] lr: 2.0000e-02 eta: 2:06:06 time: 0.3989 data_time: 0.1050 memory: 8810 loss: 0.4016 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0043 loss_cls: 0.0641 acc: 99.5361 loss_bbox: 0.0764 loss_mask: 0.2503 2022/11/01 13:30:41 - mmengine - INFO - Epoch(train) [36][40/125] lr: 2.0000e-02 eta: 2:05:56 time: 0.4226 data_time: 0.1003 memory: 10977 loss: 0.4456 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0049 loss_cls: 0.0824 acc: 97.6074 loss_bbox: 0.0997 loss_mask: 0.2524 2022/11/01 13:30:42 - mmengine - INFO - Epoch(train) [36][45/125] lr: 2.0000e-02 eta: 2:05:56 time: 0.4165 data_time: 0.1034 memory: 8927 loss: 0.4557 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0049 loss_cls: 0.0887 acc: 99.0479 loss_bbox: 0.1047 loss_mask: 0.2505 2022/11/01 13:30:44 - mmengine - INFO - Epoch(train) [36][50/125] lr: 2.0000e-02 eta: 2:05:43 time: 0.3851 data_time: 0.1066 memory: 9121 loss: 0.4295 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0057 loss_cls: 0.0759 acc: 98.6572 loss_bbox: 0.0906 loss_mask: 0.2482 2022/11/01 13:30:46 - mmengine - INFO - Epoch(train) [36][55/125] lr: 2.0000e-02 eta: 2:05:43 time: 0.3896 data_time: 0.1037 memory: 8895 loss: 0.4289 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0054 loss_cls: 0.0718 acc: 97.8760 loss_bbox: 0.0915 loss_mask: 0.2520 2022/11/01 13:30:48 - mmengine - INFO - Epoch(train) [36][60/125] lr: 2.0000e-02 eta: 2:05:31 time: 0.3857 data_time: 0.0849 memory: 9033 loss: 0.4672 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0047 loss_cls: 0.0866 acc: 96.3135 loss_bbox: 0.1016 loss_mask: 0.2667 2022/11/01 13:30:50 - mmengine - INFO - Epoch(train) [36][65/125] lr: 2.0000e-02 eta: 2:05:31 time: 0.3915 data_time: 0.0940 memory: 9232 loss: 0.4636 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0050 loss_cls: 0.0904 acc: 96.9971 loss_bbox: 0.1012 loss_mask: 0.2579 2022/11/01 13:30:52 - mmengine - INFO - Epoch(train) [36][70/125] lr: 2.0000e-02 eta: 2:05:19 time: 0.3957 data_time: 0.0971 memory: 9079 loss: 0.4296 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0050 loss_cls: 0.0810 acc: 98.3643 loss_bbox: 0.0940 loss_mask: 0.2400 2022/11/01 13:30:54 - mmengine - INFO - Epoch(train) [36][75/125] lr: 2.0000e-02 eta: 2:05:19 time: 0.3809 data_time: 0.0796 memory: 9013 loss: 0.4017 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0049 loss_cls: 0.0676 acc: 97.2168 loss_bbox: 0.0831 loss_mask: 0.2381 2022/11/01 13:30:56 - mmengine - INFO - Epoch(train) [36][80/125] lr: 2.0000e-02 eta: 2:05:05 time: 0.3763 data_time: 0.0829 memory: 9105 loss: 0.3928 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0048 loss_cls: 0.0626 acc: 98.4131 loss_bbox: 0.0733 loss_mask: 0.2425 2022/11/01 13:30:58 - mmengine - INFO - Epoch(train) [36][85/125] lr: 2.0000e-02 eta: 2:05:05 time: 0.4102 data_time: 0.1089 memory: 10002 loss: 0.4393 loss_rpn_cls: 0.0103 loss_rpn_bbox: 0.0055 loss_cls: 0.0745 acc: 97.4854 loss_bbox: 0.0911 loss_mask: 0.2580 2022/11/01 13:31:00 - mmengine - INFO - Epoch(train) [36][90/125] lr: 2.0000e-02 eta: 2:04:58 time: 0.4445 data_time: 0.1330 memory: 9808 loss: 0.4782 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0055 loss_cls: 0.0874 acc: 98.9258 loss_bbox: 0.1029 loss_mask: 0.2735 2022/11/01 13:31:02 - mmengine - INFO - Epoch(train) [36][95/125] lr: 2.0000e-02 eta: 2:04:58 time: 0.4096 data_time: 0.1105 memory: 9105 loss: 0.4978 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0057 loss_cls: 0.0930 acc: 96.0205 loss_bbox: 0.1043 loss_mask: 0.2850 2022/11/01 13:31:04 - mmengine - INFO - Epoch(train) [36][100/125] lr: 2.0000e-02 eta: 2:04:43 time: 0.3624 data_time: 0.0739 memory: 9052 loss: 0.4700 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0065 loss_cls: 0.0859 acc: 96.5088 loss_bbox: 0.1074 loss_mask: 0.2613 2022/11/01 13:31:06 - mmengine - INFO - Epoch(train) [36][105/125] lr: 2.0000e-02 eta: 2:04:43 time: 0.4032 data_time: 0.0940 memory: 9013 loss: 0.4092 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0051 loss_cls: 0.0739 acc: 97.4854 loss_bbox: 0.0858 loss_mask: 0.2365 2022/11/01 13:31:09 - mmengine - INFO - Epoch(train) [36][110/125] lr: 2.0000e-02 eta: 2:04:41 time: 0.5162 data_time: 0.1659 memory: 10087 loss: 0.4178 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0046 loss_cls: 0.0750 acc: 99.0723 loss_bbox: 0.0850 loss_mask: 0.2460 2022/11/01 13:31:12 - mmengine - INFO - Epoch(train) [36][115/125] lr: 2.0000e-02 eta: 2:04:41 time: 0.5667 data_time: 0.1592 memory: 9986 loss: 0.4861 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0081 loss_cls: 0.0903 acc: 97.7539 loss_bbox: 0.1175 loss_mask: 0.2610 2022/11/01 13:31:14 - mmengine - INFO - Epoch(train) [36][120/125] lr: 2.0000e-02 eta: 2:04:35 time: 0.4622 data_time: 0.0894 memory: 9186 loss: 0.4697 loss_rpn_cls: 0.0121 loss_rpn_bbox: 0.0083 loss_cls: 0.0864 acc: 98.3887 loss_bbox: 0.1121 loss_mask: 0.2508 2022/11/01 13:31:16 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:31:16 - mmengine - INFO - Epoch(train) [36][125/125] lr: 2.0000e-02 eta: 2:04:35 time: 0.3611 data_time: 0.0560 memory: 9360 loss: 0.4329 loss_rpn_cls: 0.0105 loss_rpn_bbox: 0.0066 loss_cls: 0.0774 acc: 96.2402 loss_bbox: 0.0989 loss_mask: 0.2395 2022/11/01 13:31:18 - mmengine - INFO - Epoch(train) [37][5/125] lr: 2.0000e-02 eta: 2:04:35 time: 0.4369 data_time: 0.1285 memory: 8994 loss: 0.4683 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0060 loss_cls: 0.0823 acc: 95.8984 loss_bbox: 0.1032 loss_mask: 0.2701 2022/11/01 13:31:20 - mmengine - INFO - Epoch(train) [37][10/125] lr: 2.0000e-02 eta: 2:04:08 time: 0.4738 data_time: 0.1486 memory: 10491 loss: 0.5022 loss_rpn_cls: 0.0101 loss_rpn_bbox: 0.0063 loss_cls: 0.0916 acc: 97.1191 loss_bbox: 0.1213 loss_mask: 0.2729 2022/11/01 13:31:22 - mmengine - INFO - Epoch(train) [37][15/125] lr: 2.0000e-02 eta: 2:04:08 time: 0.3904 data_time: 0.0659 memory: 8846 loss: 0.4622 loss_rpn_cls: 0.0110 loss_rpn_bbox: 0.0059 loss_cls: 0.0841 acc: 98.1201 loss_bbox: 0.1051 loss_mask: 0.2560 2022/11/01 13:31:24 - mmengine - INFO - Epoch(train) [37][20/125] lr: 2.0000e-02 eta: 2:03:56 time: 0.3792 data_time: 0.0679 memory: 8931 loss: 0.4100 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0043 loss_cls: 0.0670 acc: 97.3389 loss_bbox: 0.0782 loss_mask: 0.2536 2022/11/01 13:31:26 - mmengine - INFO - Epoch(train) [37][25/125] lr: 2.0000e-02 eta: 2:03:56 time: 0.4196 data_time: 0.1075 memory: 8994 loss: 0.4363 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0053 loss_cls: 0.0709 acc: 95.8740 loss_bbox: 0.0899 loss_mask: 0.2643 2022/11/01 13:31:28 - mmengine - INFO - Epoch(train) [37][30/125] lr: 2.0000e-02 eta: 2:03:46 time: 0.4093 data_time: 0.1094 memory: 9000 loss: 0.4220 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0051 loss_cls: 0.0687 acc: 97.4365 loss_bbox: 0.0863 loss_mask: 0.2567 2022/11/01 13:31:30 - mmengine - INFO - Epoch(train) [37][35/125] lr: 2.0000e-02 eta: 2:03:46 time: 0.3775 data_time: 0.0807 memory: 9183 loss: 0.4268 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0045 loss_cls: 0.0723 acc: 98.0713 loss_bbox: 0.0851 loss_mask: 0.2578 2022/11/01 13:31:32 - mmengine - INFO - Epoch(train) [37][40/125] lr: 2.0000e-02 eta: 2:03:33 time: 0.3783 data_time: 0.0676 memory: 8997 loss: 0.4074 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0039 loss_cls: 0.0695 acc: 96.3135 loss_bbox: 0.0797 loss_mask: 0.2469 2022/11/01 13:31:34 - mmengine - INFO - Epoch(train) [37][45/125] lr: 2.0000e-02 eta: 2:03:33 time: 0.4064 data_time: 0.0980 memory: 9079 loss: 0.3688 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0039 loss_cls: 0.0595 acc: 96.9971 loss_bbox: 0.0781 loss_mask: 0.2220 2022/11/01 13:31:36 - mmengine - INFO - Epoch(train) [37][50/125] lr: 2.0000e-02 eta: 2:03:24 time: 0.4221 data_time: 0.1243 memory: 9226 loss: 0.4018 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0045 loss_cls: 0.0665 acc: 98.9502 loss_bbox: 0.0871 loss_mask: 0.2362 2022/11/01 13:31:38 - mmengine - INFO - Epoch(train) [37][55/125] lr: 2.0000e-02 eta: 2:03:24 time: 0.4096 data_time: 0.1074 memory: 9137 loss: 0.4386 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0055 loss_cls: 0.0818 acc: 95.7764 loss_bbox: 0.1016 loss_mask: 0.2419 2022/11/01 13:31:40 - mmengine - INFO - Epoch(train) [37][60/125] lr: 2.0000e-02 eta: 2:03:14 time: 0.4100 data_time: 0.1087 memory: 9036 loss: 0.4283 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0056 loss_cls: 0.0817 acc: 97.9248 loss_bbox: 0.0971 loss_mask: 0.2379 2022/11/01 13:31:43 - mmengine - INFO - Epoch(train) [37][65/125] lr: 2.0000e-02 eta: 2:03:14 time: 0.4534 data_time: 0.1398 memory: 10625 loss: 0.4313 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0055 loss_cls: 0.0820 acc: 97.8516 loss_bbox: 0.0964 loss_mask: 0.2411 2022/11/01 13:31:45 - mmengine - INFO - Epoch(train) [37][70/125] lr: 2.0000e-02 eta: 2:03:09 time: 0.4736 data_time: 0.1346 memory: 10160 loss: 0.4653 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0058 loss_cls: 0.0906 acc: 98.8525 loss_bbox: 0.1130 loss_mask: 0.2473 2022/11/01 13:31:48 - mmengine - INFO - Epoch(train) [37][75/125] lr: 2.0000e-02 eta: 2:03:09 time: 0.4908 data_time: 0.1225 memory: 9409 loss: 0.4377 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0049 loss_cls: 0.0840 acc: 97.3633 loss_bbox: 0.1023 loss_mask: 0.2387 2022/11/01 13:31:50 - mmengine - INFO - Epoch(train) [37][80/125] lr: 2.0000e-02 eta: 2:03:09 time: 0.5407 data_time: 0.1380 memory: 9291 loss: 0.4294 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0042 loss_cls: 0.0821 acc: 98.3887 loss_bbox: 0.0947 loss_mask: 0.2426 2022/11/01 13:31:53 - mmengine - INFO - Epoch(train) [37][85/125] lr: 2.0000e-02 eta: 2:03:09 time: 0.4837 data_time: 0.1265 memory: 8924 loss: 0.4215 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0045 loss_cls: 0.0772 acc: 98.5596 loss_bbox: 0.0930 loss_mask: 0.2375 2022/11/01 13:31:55 - mmengine - INFO - Epoch(train) [37][90/125] lr: 2.0000e-02 eta: 2:02:59 time: 0.4204 data_time: 0.1193 memory: 9059 loss: 0.3825 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0043 loss_cls: 0.0701 acc: 98.4375 loss_bbox: 0.0822 loss_mask: 0.2165 2022/11/01 13:31:57 - mmengine - INFO - Epoch(train) [37][95/125] lr: 2.0000e-02 eta: 2:02:59 time: 0.4434 data_time: 0.1063 memory: 9723 loss: 0.4125 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0052 loss_cls: 0.0788 acc: 96.1426 loss_bbox: 0.1001 loss_mask: 0.2205 2022/11/01 13:31:59 - mmengine - INFO - Epoch(train) [37][100/125] lr: 2.0000e-02 eta: 2:02:52 time: 0.4417 data_time: 0.1084 memory: 9023 loss: 0.4246 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0057 loss_cls: 0.0758 acc: 96.9971 loss_bbox: 0.1052 loss_mask: 0.2294 2022/11/01 13:32:01 - mmengine - INFO - Epoch(train) [37][105/125] lr: 2.0000e-02 eta: 2:02:52 time: 0.4197 data_time: 0.1240 memory: 9121 loss: 0.4063 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0040 loss_cls: 0.0617 acc: 99.2920 loss_bbox: 0.0819 loss_mask: 0.2519 2022/11/01 13:32:03 - mmengine - INFO - Epoch(train) [37][110/125] lr: 2.0000e-02 eta: 2:02:41 time: 0.3954 data_time: 0.1008 memory: 9007 loss: 0.4241 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0045 loss_cls: 0.0705 acc: 97.2656 loss_bbox: 0.0834 loss_mask: 0.2597 2022/11/01 13:32:05 - mmengine - INFO - Epoch(train) [37][115/125] lr: 2.0000e-02 eta: 2:02:41 time: 0.3777 data_time: 0.0820 memory: 8960 loss: 0.4410 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0055 loss_cls: 0.0827 acc: 97.1436 loss_bbox: 0.0964 loss_mask: 0.2483 2022/11/01 13:32:07 - mmengine - INFO - Epoch(train) [37][120/125] lr: 2.0000e-02 eta: 2:02:28 time: 0.3706 data_time: 0.0769 memory: 8927 loss: 0.4504 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0049 loss_cls: 0.0778 acc: 99.1211 loss_bbox: 0.0899 loss_mask: 0.2680 2022/11/01 13:32:08 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:32:08 - mmengine - INFO - Epoch(train) [37][125/125] lr: 2.0000e-02 eta: 2:02:28 time: 0.3466 data_time: 0.0564 memory: 9007 loss: 0.4144 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0042 loss_cls: 0.0662 acc: 95.8496 loss_bbox: 0.0725 loss_mask: 0.2634 2022/11/01 13:32:11 - mmengine - INFO - Epoch(train) [38][5/125] lr: 2.0000e-02 eta: 2:02:28 time: 0.3992 data_time: 0.1031 memory: 8843 loss: 0.4097 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0044 loss_cls: 0.0597 acc: 98.6084 loss_bbox: 0.0678 loss_mask: 0.2718 2022/11/01 13:32:13 - mmengine - INFO - Epoch(train) [38][10/125] lr: 2.0000e-02 eta: 2:01:59 time: 0.4128 data_time: 0.1144 memory: 9036 loss: 0.4264 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0046 loss_cls: 0.0665 acc: 97.3389 loss_bbox: 0.0808 loss_mask: 0.2687 2022/11/01 13:32:15 - mmengine - INFO - Epoch(train) [38][15/125] lr: 2.0000e-02 eta: 2:01:59 time: 0.3850 data_time: 0.0951 memory: 9134 loss: 0.4179 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0048 loss_cls: 0.0729 acc: 98.4375 loss_bbox: 0.0921 loss_mask: 0.2400 2022/11/01 13:32:17 - mmengine - INFO - Epoch(train) [38][20/125] lr: 2.0000e-02 eta: 2:01:49 time: 0.3951 data_time: 0.1057 memory: 9196 loss: 0.4377 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0051 loss_cls: 0.0797 acc: 95.2148 loss_bbox: 0.1038 loss_mask: 0.2423 2022/11/01 13:32:19 - mmengine - INFO - Epoch(train) [38][25/125] lr: 2.0000e-02 eta: 2:01:49 time: 0.4048 data_time: 0.1115 memory: 9180 loss: 0.4776 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0066 loss_cls: 0.0940 acc: 96.1182 loss_bbox: 0.1153 loss_mask: 0.2531 2022/11/01 13:32:21 - mmengine - INFO - Epoch(train) [38][30/125] lr: 2.0000e-02 eta: 2:01:39 time: 0.4045 data_time: 0.1099 memory: 9026 loss: 0.4422 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0056 loss_cls: 0.0864 acc: 97.0947 loss_bbox: 0.0961 loss_mask: 0.2448 2022/11/01 13:32:23 - mmengine - INFO - Epoch(train) [38][35/125] lr: 2.0000e-02 eta: 2:01:39 time: 0.3914 data_time: 0.0958 memory: 9118 loss: 0.3750 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0043 loss_cls: 0.0692 acc: 98.0469 loss_bbox: 0.0805 loss_mask: 0.2147 2022/11/01 13:32:25 - mmengine - INFO - Epoch(train) [38][40/125] lr: 2.0000e-02 eta: 2:01:31 time: 0.4293 data_time: 0.1090 memory: 10630 loss: 0.4128 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0051 loss_cls: 0.0778 acc: 97.2168 loss_bbox: 0.0966 loss_mask: 0.2269 2022/11/01 13:32:28 - mmengine - INFO - Epoch(train) [38][45/125] lr: 2.0000e-02 eta: 2:01:31 time: 0.4964 data_time: 0.1349 memory: 9059 loss: 0.4301 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0045 loss_cls: 0.0832 acc: 98.7549 loss_bbox: 0.0951 loss_mask: 0.2410 2022/11/01 13:32:30 - mmengine - INFO - Epoch(train) [38][50/125] lr: 2.0000e-02 eta: 2:01:27 time: 0.4888 data_time: 0.1292 memory: 9845 loss: 0.3931 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0043 loss_cls: 0.0743 acc: 96.8262 loss_bbox: 0.0863 loss_mask: 0.2222 2022/11/01 13:32:32 - mmengine - INFO - Epoch(train) [38][55/125] lr: 2.0000e-02 eta: 2:01:27 time: 0.4274 data_time: 0.1093 memory: 9219 loss: 0.4276 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0045 loss_cls: 0.0806 acc: 97.0459 loss_bbox: 0.0934 loss_mask: 0.2429 2022/11/01 13:32:34 - mmengine - INFO - Epoch(train) [38][60/125] lr: 2.0000e-02 eta: 2:01:17 time: 0.3997 data_time: 0.1018 memory: 9222 loss: 0.4223 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0044 loss_cls: 0.0774 acc: 98.9014 loss_bbox: 0.0876 loss_mask: 0.2459 2022/11/01 13:32:36 - mmengine - INFO - Epoch(train) [38][65/125] lr: 2.0000e-02 eta: 2:01:17 time: 0.4108 data_time: 0.1113 memory: 9367 loss: 0.4033 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0045 loss_cls: 0.0720 acc: 96.5820 loss_bbox: 0.0909 loss_mask: 0.2295 2022/11/01 13:32:38 - mmengine - INFO - Epoch(train) [38][70/125] lr: 2.0000e-02 eta: 2:01:08 time: 0.4112 data_time: 0.1172 memory: 9164 loss: 0.4291 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0043 loss_cls: 0.0766 acc: 95.8252 loss_bbox: 0.1006 loss_mask: 0.2415 2022/11/01 13:32:40 - mmengine - INFO - Epoch(train) [38][75/125] lr: 2.0000e-02 eta: 2:01:08 time: 0.4238 data_time: 0.1282 memory: 9170 loss: 0.4635 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0054 loss_cls: 0.0870 acc: 95.1660 loss_bbox: 0.1095 loss_mask: 0.2535 2022/11/01 13:32:42 - mmengine - INFO - Epoch(train) [38][80/125] lr: 2.0000e-02 eta: 2:01:00 time: 0.4252 data_time: 0.1224 memory: 9049 loss: 0.4695 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0056 loss_cls: 0.0918 acc: 95.8496 loss_bbox: 0.1081 loss_mask: 0.2555 2022/11/01 13:32:44 - mmengine - INFO - Epoch(train) [38][85/125] lr: 2.0000e-02 eta: 2:01:00 time: 0.4179 data_time: 0.0919 memory: 10095 loss: 0.4324 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0053 loss_cls: 0.0842 acc: 93.7744 loss_bbox: 0.1040 loss_mask: 0.2322 2022/11/01 13:32:46 - mmengine - INFO - Epoch(train) [38][90/125] lr: 2.0000e-02 eta: 2:00:51 time: 0.4187 data_time: 0.0997 memory: 9033 loss: 0.4304 loss_rpn_cls: 0.0120 loss_rpn_bbox: 0.0062 loss_cls: 0.0787 acc: 97.9980 loss_bbox: 0.0998 loss_mask: 0.2337 2022/11/01 13:32:48 - mmengine - INFO - Epoch(train) [38][95/125] lr: 2.0000e-02 eta: 2:00:51 time: 0.4097 data_time: 0.1169 memory: 9033 loss: 0.4435 loss_rpn_cls: 0.0148 loss_rpn_bbox: 0.0061 loss_cls: 0.0880 acc: 96.0449 loss_bbox: 0.0966 loss_mask: 0.2380 2022/11/01 13:32:50 - mmengine - INFO - Epoch(train) [38][100/125] lr: 2.0000e-02 eta: 2:00:41 time: 0.4016 data_time: 0.1016 memory: 9396 loss: 0.4395 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0048 loss_cls: 0.0923 acc: 97.8516 loss_bbox: 0.0968 loss_mask: 0.2365 2022/11/01 13:32:52 - mmengine - INFO - Epoch(train) [38][105/125] lr: 2.0000e-02 eta: 2:00:41 time: 0.3902 data_time: 0.0874 memory: 8813 loss: 0.4167 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0040 loss_cls: 0.0788 acc: 98.4619 loss_bbox: 0.0861 loss_mask: 0.2421 2022/11/01 13:32:54 - mmengine - INFO - Epoch(train) [38][110/125] lr: 2.0000e-02 eta: 2:00:30 time: 0.3838 data_time: 0.0904 memory: 8971 loss: 0.3935 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0040 loss_cls: 0.0659 acc: 98.1445 loss_bbox: 0.0818 loss_mask: 0.2367 2022/11/01 13:32:56 - mmengine - INFO - Epoch(train) [38][115/125] lr: 2.0000e-02 eta: 2:00:30 time: 0.3724 data_time: 0.0853 memory: 8885 loss: 0.4267 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0041 loss_cls: 0.0707 acc: 98.0957 loss_bbox: 0.0909 loss_mask: 0.2549 2022/11/01 13:32:58 - mmengine - INFO - Epoch(train) [38][120/125] lr: 2.0000e-02 eta: 2:00:19 time: 0.3790 data_time: 0.0971 memory: 9164 loss: 0.4340 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0041 loss_cls: 0.0729 acc: 98.7549 loss_bbox: 0.0873 loss_mask: 0.2635 2022/11/01 13:33:00 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:33:00 - mmengine - INFO - Epoch(train) [38][125/125] lr: 2.0000e-02 eta: 2:00:19 time: 0.3695 data_time: 0.0715 memory: 9889 loss: 0.4528 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0057 loss_cls: 0.0873 acc: 96.9238 loss_bbox: 0.1001 loss_mask: 0.2512 2022/11/01 13:33:02 - mmengine - INFO - Epoch(train) [39][5/125] lr: 2.0000e-02 eta: 2:00:19 time: 0.4335 data_time: 0.1287 memory: 9003 loss: 0.4569 loss_rpn_cls: 0.0104 loss_rpn_bbox: 0.0067 loss_cls: 0.0888 acc: 96.3867 loss_bbox: 0.0997 loss_mask: 0.2513 2022/11/01 13:33:04 - mmengine - INFO - Epoch(train) [39][10/125] lr: 2.0000e-02 eta: 1:59:55 time: 0.4521 data_time: 0.1588 memory: 9216 loss: 0.4183 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0049 loss_cls: 0.0735 acc: 96.4111 loss_bbox: 0.0877 loss_mask: 0.2453 2022/11/01 13:33:07 - mmengine - INFO - Epoch(train) [39][15/125] lr: 2.0000e-02 eta: 1:59:55 time: 0.4469 data_time: 0.1446 memory: 9213 loss: 0.4591 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0054 loss_cls: 0.0864 acc: 97.3633 loss_bbox: 0.1065 loss_mask: 0.2542 2022/11/01 13:33:09 - mmengine - INFO - Epoch(train) [39][20/125] lr: 2.0000e-02 eta: 1:59:48 time: 0.4409 data_time: 0.1378 memory: 9219 loss: 0.4720 loss_rpn_cls: 0.0113 loss_rpn_bbox: 0.0065 loss_cls: 0.0891 acc: 97.7783 loss_bbox: 0.1058 loss_mask: 0.2593 2022/11/01 13:33:11 - mmengine - INFO - Epoch(train) [39][25/125] lr: 2.0000e-02 eta: 1:59:48 time: 0.4106 data_time: 0.1023 memory: 9861 loss: 0.4756 loss_rpn_cls: 0.0121 loss_rpn_bbox: 0.0064 loss_cls: 0.0940 acc: 95.4102 loss_bbox: 0.1137 loss_mask: 0.2494 2022/11/01 13:33:13 - mmengine - INFO - Epoch(train) [39][30/125] lr: 2.0000e-02 eta: 1:59:37 time: 0.3858 data_time: 0.0844 memory: 8784 loss: 0.4502 loss_rpn_cls: 0.0102 loss_rpn_bbox: 0.0055 loss_cls: 0.0892 acc: 98.2666 loss_bbox: 0.0969 loss_mask: 0.2484 2022/11/01 13:33:14 - mmengine - INFO - Epoch(train) [39][35/125] lr: 2.0000e-02 eta: 1:59:37 time: 0.3588 data_time: 0.0791 memory: 8787 loss: 0.3902 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0044 loss_cls: 0.0703 acc: 98.1934 loss_bbox: 0.0669 loss_mask: 0.2400 2022/11/01 13:33:16 - mmengine - INFO - Epoch(train) [39][40/125] lr: 2.0000e-02 eta: 1:59:26 time: 0.3730 data_time: 0.0908 memory: 8924 loss: 0.3986 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0046 loss_cls: 0.0698 acc: 96.6309 loss_bbox: 0.0775 loss_mask: 0.2397 2022/11/01 13:33:19 - mmengine - INFO - Epoch(train) [39][45/125] lr: 2.0000e-02 eta: 1:59:26 time: 0.4387 data_time: 0.1112 memory: 10796 loss: 0.4544 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0049 loss_cls: 0.0893 acc: 92.5049 loss_bbox: 0.1102 loss_mask: 0.2438 2022/11/01 13:33:21 - mmengine - INFO - Epoch(train) [39][50/125] lr: 2.0000e-02 eta: 1:59:19 time: 0.4277 data_time: 0.1035 memory: 9246 loss: 0.4520 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0050 loss_cls: 0.0892 acc: 96.9482 loss_bbox: 0.1124 loss_mask: 0.2401 2022/11/01 13:33:23 - mmengine - INFO - Epoch(train) [39][55/125] lr: 2.0000e-02 eta: 1:59:19 time: 0.4221 data_time: 0.1392 memory: 8971 loss: 0.4175 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0049 loss_cls: 0.0735 acc: 94.6533 loss_bbox: 0.0851 loss_mask: 0.2486 2022/11/01 13:33:25 - mmengine - INFO - Epoch(train) [39][60/125] lr: 2.0000e-02 eta: 1:59:12 time: 0.4459 data_time: 0.1379 memory: 10408 loss: 0.4437 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0071 loss_cls: 0.0848 acc: 95.0928 loss_bbox: 0.1001 loss_mask: 0.2457 2022/11/01 13:33:27 - mmengine - INFO - Epoch(train) [39][65/125] lr: 2.0000e-02 eta: 1:59:12 time: 0.3997 data_time: 0.0803 memory: 8885 loss: 0.4060 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0064 loss_cls: 0.0726 acc: 98.9990 loss_bbox: 0.0949 loss_mask: 0.2269 2022/11/01 13:33:29 - mmengine - INFO - Epoch(train) [39][70/125] lr: 2.0000e-02 eta: 1:59:03 time: 0.4033 data_time: 0.0984 memory: 9186 loss: 0.3669 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0036 loss_cls: 0.0556 acc: 96.0693 loss_bbox: 0.0733 loss_mask: 0.2298 2022/11/01 13:33:31 - mmengine - INFO - Epoch(train) [39][75/125] lr: 2.0000e-02 eta: 1:59:03 time: 0.4286 data_time: 0.1247 memory: 9101 loss: 0.4289 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0049 loss_cls: 0.0815 acc: 97.4365 loss_bbox: 0.0909 loss_mask: 0.2443 2022/11/01 13:33:33 - mmengine - INFO - Epoch(train) [39][80/125] lr: 2.0000e-02 eta: 1:58:56 time: 0.4364 data_time: 0.1288 memory: 10143 loss: 0.4637 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0060 loss_cls: 0.0916 acc: 97.9736 loss_bbox: 0.1102 loss_mask: 0.2487 2022/11/01 13:33:36 - mmengine - INFO - Epoch(train) [39][85/125] lr: 2.0000e-02 eta: 1:58:56 time: 0.4219 data_time: 0.1100 memory: 8826 loss: 0.4470 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0050 loss_cls: 0.0784 acc: 98.6816 loss_bbox: 0.0970 loss_mask: 0.2602 2022/11/01 13:33:38 - mmengine - INFO - Epoch(train) [39][90/125] lr: 2.0000e-02 eta: 1:58:48 time: 0.4220 data_time: 0.1006 memory: 8862 loss: 0.3985 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0050 loss_cls: 0.0676 acc: 98.3643 loss_bbox: 0.0748 loss_mask: 0.2427 2022/11/01 13:33:40 - mmengine - INFO - Epoch(train) [39][95/125] lr: 2.0000e-02 eta: 1:58:48 time: 0.4107 data_time: 0.0958 memory: 8852 loss: 0.3854 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0058 loss_cls: 0.0676 acc: 98.1689 loss_bbox: 0.0795 loss_mask: 0.2243 2022/11/01 13:33:42 - mmengine - INFO - Epoch(train) [39][100/125] lr: 2.0000e-02 eta: 1:58:40 time: 0.4160 data_time: 0.1079 memory: 9115 loss: 0.4088 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0049 loss_cls: 0.0693 acc: 97.5098 loss_bbox: 0.0839 loss_mask: 0.2433 2022/11/01 13:33:44 - mmengine - INFO - Epoch(train) [39][105/125] lr: 2.0000e-02 eta: 1:58:40 time: 0.4363 data_time: 0.1138 memory: 9226 loss: 0.4555 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0047 loss_cls: 0.0756 acc: 95.8984 loss_bbox: 0.0970 loss_mask: 0.2710 2022/11/01 13:33:46 - mmengine - INFO - Epoch(train) [39][110/125] lr: 2.0000e-02 eta: 1:58:33 time: 0.4335 data_time: 0.1061 memory: 8872 loss: 0.4351 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0044 loss_cls: 0.0722 acc: 96.3867 loss_bbox: 0.0975 loss_mask: 0.2555 2022/11/01 13:33:48 - mmengine - INFO - Epoch(train) [39][115/125] lr: 2.0000e-02 eta: 1:58:33 time: 0.4244 data_time: 0.1141 memory: 9324 loss: 0.4222 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0057 loss_cls: 0.0743 acc: 97.9492 loss_bbox: 0.0900 loss_mask: 0.2435 2022/11/01 13:33:50 - mmengine - INFO - Epoch(train) [39][120/125] lr: 2.0000e-02 eta: 1:58:24 time: 0.4067 data_time: 0.1025 memory: 8934 loss: 0.4487 loss_rpn_cls: 0.0123 loss_rpn_bbox: 0.0068 loss_cls: 0.0810 acc: 97.8271 loss_bbox: 0.0880 loss_mask: 0.2605 2022/11/01 13:33:52 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:33:52 - mmengine - INFO - Epoch(train) [39][125/125] lr: 2.0000e-02 eta: 1:58:24 time: 0.3650 data_time: 0.0602 memory: 9101 loss: 0.4135 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0050 loss_cls: 0.0731 acc: 95.6543 loss_bbox: 0.0790 loss_mask: 0.2455 2022/11/01 13:33:54 - mmengine - INFO - Epoch(train) [40][5/125] lr: 2.0000e-02 eta: 1:58:24 time: 0.4181 data_time: 0.1249 memory: 8981 loss: 0.4246 loss_rpn_cls: 0.0100 loss_rpn_bbox: 0.0051 loss_cls: 0.0780 acc: 97.5098 loss_bbox: 0.0822 loss_mask: 0.2493 2022/11/01 13:33:57 - mmengine - INFO - Epoch(train) [40][10/125] lr: 2.0000e-02 eta: 1:58:03 time: 0.4756 data_time: 0.1701 memory: 9853 loss: 0.4507 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0065 loss_cls: 0.0830 acc: 96.8994 loss_bbox: 0.0979 loss_mask: 0.2540 2022/11/01 13:33:59 - mmengine - INFO - Epoch(train) [40][15/125] lr: 2.0000e-02 eta: 1:58:03 time: 0.4268 data_time: 0.1103 memory: 9082 loss: 0.4294 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0060 loss_cls: 0.0786 acc: 97.8516 loss_bbox: 0.1019 loss_mask: 0.2365 2022/11/01 13:34:00 - mmengine - INFO - Epoch(train) [40][20/125] lr: 2.0000e-02 eta: 1:57:52 time: 0.3678 data_time: 0.0737 memory: 9295 loss: 0.3939 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0044 loss_cls: 0.0679 acc: 95.8740 loss_bbox: 0.0838 loss_mask: 0.2327 2022/11/01 13:34:02 - mmengine - INFO - Epoch(train) [40][25/125] lr: 2.0000e-02 eta: 1:57:52 time: 0.3738 data_time: 0.0879 memory: 8950 loss: 0.4214 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0045 loss_cls: 0.0727 acc: 95.6543 loss_bbox: 0.0784 loss_mask: 0.2579 2022/11/01 13:34:05 - mmengine - INFO - Epoch(train) [40][30/125] lr: 2.0000e-02 eta: 1:57:45 time: 0.4403 data_time: 0.1291 memory: 8823 loss: 0.3978 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0049 loss_cls: 0.0665 acc: 97.9736 loss_bbox: 0.0715 loss_mask: 0.2473 2022/11/01 13:34:07 - mmengine - INFO - Epoch(train) [40][35/125] lr: 2.0000e-02 eta: 1:57:45 time: 0.4673 data_time: 0.1243 memory: 8820 loss: 0.3939 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0050 loss_cls: 0.0570 acc: 97.3145 loss_bbox: 0.0728 loss_mask: 0.2527 2022/11/01 13:34:09 - mmengine - INFO - Epoch(train) [40][40/125] lr: 2.0000e-02 eta: 1:57:39 time: 0.4384 data_time: 0.0903 memory: 8839 loss: 0.4184 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0047 loss_cls: 0.0666 acc: 97.6318 loss_bbox: 0.0827 loss_mask: 0.2581 2022/11/01 13:34:11 - mmengine - INFO - Epoch(train) [40][45/125] lr: 2.0000e-02 eta: 1:57:39 time: 0.3975 data_time: 0.0821 memory: 8990 loss: 0.4131 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0046 loss_cls: 0.0736 acc: 98.1934 loss_bbox: 0.0896 loss_mask: 0.2404 2022/11/01 13:34:13 - mmengine - INFO - Epoch(train) [40][50/125] lr: 2.0000e-02 eta: 1:57:31 time: 0.4219 data_time: 0.1182 memory: 9177 loss: 0.4450 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0047 loss_cls: 0.0789 acc: 96.0449 loss_bbox: 0.0926 loss_mask: 0.2605 2022/11/01 13:34:15 - mmengine - INFO - Epoch(train) [40][55/125] lr: 2.0000e-02 eta: 1:57:31 time: 0.4312 data_time: 0.1184 memory: 8924 loss: 0.4431 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0047 loss_cls: 0.0791 acc: 97.1680 loss_bbox: 0.0892 loss_mask: 0.2611 2022/11/01 13:34:17 - mmengine - INFO - Epoch(train) [40][60/125] lr: 2.0000e-02 eta: 1:57:23 time: 0.4062 data_time: 0.1000 memory: 8997 loss: 0.4206 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0053 loss_cls: 0.0768 acc: 96.6064 loss_bbox: 0.0854 loss_mask: 0.2455 2022/11/01 13:34:20 - mmengine - INFO - Epoch(train) [40][65/125] lr: 2.0000e-02 eta: 1:57:23 time: 0.4371 data_time: 0.1189 memory: 9917 loss: 0.4553 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0068 loss_cls: 0.0859 acc: 96.0693 loss_bbox: 0.1016 loss_mask: 0.2527 2022/11/01 13:34:22 - mmengine - INFO - Epoch(train) [40][70/125] lr: 2.0000e-02 eta: 1:57:17 time: 0.4526 data_time: 0.1354 memory: 9066 loss: 0.4618 loss_rpn_cls: 0.0101 loss_rpn_bbox: 0.0069 loss_cls: 0.0854 acc: 95.6787 loss_bbox: 0.1076 loss_mask: 0.2518 2022/11/01 13:34:24 - mmengine - INFO - Epoch(train) [40][75/125] lr: 2.0000e-02 eta: 1:57:17 time: 0.3943 data_time: 0.1065 memory: 9030 loss: 0.4160 loss_rpn_cls: 0.0107 loss_rpn_bbox: 0.0052 loss_cls: 0.0710 acc: 96.5088 loss_bbox: 0.0882 loss_mask: 0.2409 2022/11/01 13:34:25 - mmengine - INFO - Epoch(train) [40][80/125] lr: 2.0000e-02 eta: 1:57:05 time: 0.3530 data_time: 0.0743 memory: 8872 loss: 0.3898 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0041 loss_cls: 0.0632 acc: 98.5107 loss_bbox: 0.0791 loss_mask: 0.2366 2022/11/01 13:34:27 - mmengine - INFO - Epoch(train) [40][85/125] lr: 2.0000e-02 eta: 1:57:05 time: 0.3710 data_time: 0.0938 memory: 9056 loss: 0.3960 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0043 loss_cls: 0.0625 acc: 99.0967 loss_bbox: 0.0748 loss_mask: 0.2469 2022/11/01 13:34:29 - mmengine - INFO - Epoch(train) [40][90/125] lr: 2.0000e-02 eta: 1:56:56 time: 0.3938 data_time: 0.1160 memory: 9327 loss: 0.4455 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0053 loss_cls: 0.0784 acc: 96.2891 loss_bbox: 0.0949 loss_mask: 0.2575 2022/11/01 13:34:31 - mmengine - INFO - Epoch(train) [40][95/125] lr: 2.0000e-02 eta: 1:56:56 time: 0.3817 data_time: 0.0982 memory: 9134 loss: 0.4253 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0049 loss_cls: 0.0750 acc: 95.4102 loss_bbox: 0.0956 loss_mask: 0.2432 2022/11/01 13:34:33 - mmengine - INFO - Epoch(train) [40][100/125] lr: 2.0000e-02 eta: 1:56:45 time: 0.3634 data_time: 0.0776 memory: 8950 loss: 0.4240 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0050 loss_cls: 0.0755 acc: 96.2891 loss_bbox: 0.0883 loss_mask: 0.2493 2022/11/01 13:34:35 - mmengine - INFO - Epoch(train) [40][105/125] lr: 2.0000e-02 eta: 1:56:45 time: 0.3984 data_time: 0.0968 memory: 9942 loss: 0.4896 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0063 loss_cls: 0.1072 acc: 95.8740 loss_bbox: 0.1148 loss_mask: 0.2528 2022/11/01 13:34:37 - mmengine - INFO - Epoch(train) [40][110/125] lr: 2.0000e-02 eta: 1:56:38 time: 0.4230 data_time: 0.1053 memory: 9792 loss: 0.4579 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0054 loss_cls: 0.1002 acc: 97.6074 loss_bbox: 0.1098 loss_mask: 0.2347 2022/11/01 13:34:39 - mmengine - INFO - Epoch(train) [40][115/125] lr: 2.0000e-02 eta: 1:56:38 time: 0.4075 data_time: 0.1083 memory: 9158 loss: 0.3888 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0039 loss_cls: 0.0707 acc: 95.9717 loss_bbox: 0.0788 loss_mask: 0.2287 2022/11/01 13:34:42 - mmengine - INFO - Epoch(train) [40][120/125] lr: 2.0000e-02 eta: 1:56:36 time: 0.5133 data_time: 0.1413 memory: 10334 loss: 0.4359 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0059 loss_cls: 0.0895 acc: 97.5098 loss_bbox: 0.1025 loss_mask: 0.2293 2022/11/01 13:34:44 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:34:44 - mmengine - INFO - Epoch(train) [40][125/125] lr: 2.0000e-02 eta: 1:56:36 time: 0.5004 data_time: 0.1164 memory: 9373 loss: 0.4886 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0076 loss_cls: 0.1059 acc: 96.2891 loss_bbox: 0.1283 loss_mask: 0.2375 2022/11/01 13:34:44 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/11/01 13:36:20 - mmengine - INFO - Epoch(val) [40][5/500] eta: 1:56:36 time: 17.8517 data_time: 16.5380 memory: 34812 2022/11/01 13:36:20 - mmengine - INFO - Epoch(val) [40][10/500] eta: 1:13:13 time: 8.9671 data_time: 8.2704 memory: 1373 2022/11/01 13:36:21 - mmengine - INFO - Epoch(val) [40][15/500] eta: 1:13:13 time: 0.0805 data_time: 0.0028 memory: 1373 2022/11/01 13:36:21 - mmengine - INFO - Epoch(val) [40][20/500] eta: 0:00:42 time: 0.0888 data_time: 0.0030 memory: 1373 2022/11/01 13:36:21 - mmengine - INFO - Epoch(val) [40][25/500] eta: 0:00:42 time: 0.0892 data_time: 0.0031 memory: 1373 2022/11/01 13:36:22 - mmengine - INFO - Epoch(val) [40][30/500] eta: 0:00:46 time: 0.0997 data_time: 0.0043 memory: 1373 2022/11/01 13:36:22 - mmengine - INFO - Epoch(val) [40][35/500] eta: 0:00:46 time: 0.0989 data_time: 0.0044 memory: 1373 2022/11/01 13:36:23 - mmengine - INFO - Epoch(val) [40][40/500] eta: 0:00:40 time: 0.0889 data_time: 0.0027 memory: 1389 2022/11/01 13:36:23 - mmengine - INFO - Epoch(val) [40][45/500] eta: 0:00:40 time: 0.0939 data_time: 0.0025 memory: 1373 2022/11/01 13:36:24 - mmengine - INFO - Epoch(val) [40][50/500] eta: 0:00:36 time: 0.0813 data_time: 0.0024 memory: 1373 2022/11/01 13:36:24 - mmengine - INFO - Epoch(val) [40][55/500] eta: 0:00:36 time: 0.0742 data_time: 0.0024 memory: 1373 2022/11/01 13:36:24 - mmengine - INFO - Epoch(val) [40][60/500] eta: 0:00:30 time: 0.0700 data_time: 0.0024 memory: 1373 2022/11/01 13:36:25 - mmengine - INFO - Epoch(val) [40][65/500] eta: 0:00:30 time: 0.0735 data_time: 0.0023 memory: 1373 2022/11/01 13:36:25 - mmengine - INFO - Epoch(val) [40][70/500] eta: 0:00:33 time: 0.0781 data_time: 0.0026 memory: 1373 2022/11/01 13:36:26 - mmengine - INFO - Epoch(val) [40][75/500] eta: 0:00:33 time: 0.0743 data_time: 0.0026 memory: 1373 2022/11/01 13:36:26 - mmengine - INFO - Epoch(val) [40][80/500] eta: 0:00:29 time: 0.0714 data_time: 0.0025 memory: 1373 2022/11/01 13:36:26 - mmengine - INFO - Epoch(val) [40][85/500] eta: 0:00:29 time: 0.0658 data_time: 0.0024 memory: 1373 2022/11/01 13:36:27 - mmengine - INFO - Epoch(val) [40][90/500] eta: 0:00:34 time: 0.0843 data_time: 0.0087 memory: 1373 2022/11/01 13:36:27 - mmengine - INFO - Epoch(val) [40][95/500] eta: 0:00:34 time: 0.0971 data_time: 0.0089 memory: 1373 2022/11/01 13:36:28 - mmengine - INFO - Epoch(val) [40][100/500] eta: 0:00:32 time: 0.0821 data_time: 0.0029 memory: 1373 2022/11/01 13:36:28 - mmengine - INFO - Epoch(val) [40][105/500] eta: 0:00:32 time: 0.0803 data_time: 0.0029 memory: 1373 2022/11/01 13:36:28 - mmengine - INFO - Epoch(val) [40][110/500] eta: 0:00:30 time: 0.0794 data_time: 0.0029 memory: 1373 2022/11/01 13:36:29 - mmengine - INFO - Epoch(val) [40][115/500] eta: 0:00:30 time: 0.0864 data_time: 0.0035 memory: 1459 2022/11/01 13:36:29 - mmengine - INFO - Epoch(val) [40][120/500] eta: 0:00:34 time: 0.0897 data_time: 0.0035 memory: 1373 2022/11/01 13:36:30 - mmengine - INFO - Epoch(val) [40][125/500] eta: 0:00:34 time: 0.0850 data_time: 0.0034 memory: 1373 2022/11/01 13:36:30 - mmengine - INFO - Epoch(val) [40][130/500] eta: 0:00:29 time: 0.0784 data_time: 0.0030 memory: 1373 2022/11/01 13:36:30 - mmengine - INFO - Epoch(val) [40][135/500] eta: 0:00:29 time: 0.0683 data_time: 0.0024 memory: 1373 2022/11/01 13:36:31 - mmengine - INFO - Epoch(val) [40][140/500] eta: 0:00:25 time: 0.0703 data_time: 0.0025 memory: 1373 2022/11/01 13:36:31 - mmengine - INFO - Epoch(val) [40][145/500] eta: 0:00:25 time: 0.0758 data_time: 0.0024 memory: 1373 2022/11/01 13:36:32 - mmengine - INFO - Epoch(val) [40][150/500] eta: 0:00:28 time: 0.0811 data_time: 0.0026 memory: 1373 2022/11/01 13:36:32 - mmengine - INFO - Epoch(val) [40][155/500] eta: 0:00:28 time: 0.0890 data_time: 0.0026 memory: 1470 2022/11/01 13:36:33 - mmengine - INFO - Epoch(val) [40][160/500] eta: 0:00:30 time: 0.0890 data_time: 0.0023 memory: 1377 2022/11/01 13:36:33 - mmengine - INFO - Epoch(val) [40][165/500] eta: 0:00:30 time: 0.0903 data_time: 0.0042 memory: 1373 2022/11/01 13:36:33 - mmengine - INFO - Epoch(val) [40][170/500] eta: 0:00:29 time: 0.0882 data_time: 0.0042 memory: 1373 2022/11/01 13:36:34 - mmengine - INFO - Epoch(val) [40][175/500] eta: 0:00:29 time: 0.0728 data_time: 0.0024 memory: 1373 2022/11/01 13:36:34 - mmengine - INFO - Epoch(val) [40][180/500] eta: 0:00:23 time: 0.0734 data_time: 0.0023 memory: 1505 2022/11/01 13:36:35 - mmengine - INFO - Epoch(val) [40][185/500] eta: 0:00:23 time: 0.0829 data_time: 0.0024 memory: 1373 2022/11/01 13:36:35 - mmengine - INFO - Epoch(val) [40][190/500] eta: 0:00:26 time: 0.0852 data_time: 0.0024 memory: 1401 2022/11/01 13:36:35 - mmengine - INFO - Epoch(val) [40][195/500] eta: 0:00:26 time: 0.0772 data_time: 0.0023 memory: 1373 2022/11/01 13:36:36 - mmengine - INFO - Epoch(val) [40][200/500] eta: 0:00:26 time: 0.0876 data_time: 0.0027 memory: 2040 2022/11/01 13:36:36 - mmengine - INFO - Epoch(val) [40][205/500] eta: 0:00:26 time: 0.0865 data_time: 0.0027 memory: 1373 2022/11/01 13:36:37 - mmengine - INFO - Epoch(val) [40][210/500] eta: 0:00:20 time: 0.0721 data_time: 0.0024 memory: 1373 2022/11/01 13:36:37 - mmengine - INFO - Epoch(val) [40][215/500] eta: 0:00:20 time: 0.0773 data_time: 0.0023 memory: 1373 2022/11/01 13:36:37 - mmengine - INFO - Epoch(val) [40][220/500] eta: 0:00:21 time: 0.0779 data_time: 0.0023 memory: 1373 2022/11/01 13:36:38 - mmengine - INFO - Epoch(val) [40][225/500] eta: 0:00:21 time: 0.0853 data_time: 0.0024 memory: 1401 2022/11/01 13:36:38 - mmengine - INFO - Epoch(val) [40][230/500] eta: 0:00:22 time: 0.0832 data_time: 0.0033 memory: 1373 2022/11/01 13:36:39 - mmengine - INFO - Epoch(val) [40][235/500] eta: 0:00:22 time: 0.0792 data_time: 0.0034 memory: 1373 2022/11/01 13:36:39 - mmengine - INFO - Epoch(val) [40][240/500] eta: 0:00:20 time: 0.0774 data_time: 0.0025 memory: 1373 2022/11/01 13:36:39 - mmengine - INFO - Epoch(val) [40][245/500] eta: 0:00:20 time: 0.0700 data_time: 0.0024 memory: 1373 2022/11/01 13:36:40 - mmengine - INFO - Epoch(val) [40][250/500] eta: 0:00:19 time: 0.0765 data_time: 0.0024 memory: 1435 2022/11/01 13:36:40 - mmengine - INFO - Epoch(val) [40][255/500] eta: 0:00:19 time: 0.0762 data_time: 0.0023 memory: 1373 2022/11/01 13:36:40 - mmengine - INFO - Epoch(val) [40][260/500] eta: 0:00:17 time: 0.0722 data_time: 0.0023 memory: 1373 2022/11/01 13:36:41 - mmengine - INFO - Epoch(val) [40][265/500] eta: 0:00:17 time: 0.0700 data_time: 0.0022 memory: 1373 2022/11/01 13:36:41 - mmengine - INFO - Epoch(val) [40][270/500] eta: 0:00:16 time: 0.0725 data_time: 0.0024 memory: 1373 2022/11/01 13:36:42 - mmengine - INFO - Epoch(val) [40][275/500] eta: 0:00:16 time: 0.0711 data_time: 0.0024 memory: 1373 2022/11/01 13:36:42 - mmengine - INFO - Epoch(val) [40][280/500] eta: 0:00:15 time: 0.0722 data_time: 0.0025 memory: 1373 2022/11/01 13:36:42 - mmengine - INFO - Epoch(val) [40][285/500] eta: 0:00:15 time: 0.0777 data_time: 0.0026 memory: 1373 2022/11/01 13:36:43 - mmengine - INFO - Epoch(val) [40][290/500] eta: 0:00:16 time: 0.0797 data_time: 0.0023 memory: 1373 2022/11/01 13:36:43 - mmengine - INFO - Epoch(val) [40][295/500] eta: 0:00:16 time: 0.0805 data_time: 0.0024 memory: 1373 2022/11/01 13:36:44 - mmengine - INFO - Epoch(val) [40][300/500] eta: 0:00:16 time: 0.0816 data_time: 0.0026 memory: 1377 2022/11/01 13:36:44 - mmengine - INFO - Epoch(val) [40][305/500] eta: 0:00:16 time: 0.0796 data_time: 0.0027 memory: 1373 2022/11/01 13:36:44 - mmengine - INFO - Epoch(val) [40][310/500] eta: 0:00:13 time: 0.0725 data_time: 0.0026 memory: 1373 2022/11/01 13:36:45 - mmengine - INFO - Epoch(val) [40][315/500] eta: 0:00:13 time: 0.0820 data_time: 0.0023 memory: 1505 2022/11/01 13:36:45 - mmengine - INFO - Epoch(val) [40][320/500] eta: 0:00:14 time: 0.0828 data_time: 0.0025 memory: 1373 2022/11/01 13:36:46 - mmengine - INFO - Epoch(val) [40][325/500] eta: 0:00:14 time: 0.0960 data_time: 0.0026 memory: 1563 2022/11/01 13:36:46 - mmengine - INFO - Epoch(val) [40][330/500] eta: 0:00:15 time: 0.0940 data_time: 0.0025 memory: 1373 2022/11/01 13:36:46 - mmengine - INFO - Epoch(val) [40][335/500] eta: 0:00:15 time: 0.0692 data_time: 0.0024 memory: 1373 2022/11/01 13:36:47 - mmengine - INFO - Epoch(val) [40][340/500] eta: 0:00:14 time: 0.0876 data_time: 0.0032 memory: 1797 2022/11/01 13:36:47 - mmengine - INFO - Epoch(val) [40][345/500] eta: 0:00:14 time: 0.0884 data_time: 0.0032 memory: 1373 2022/11/01 13:36:48 - mmengine - INFO - Epoch(val) [40][350/500] eta: 0:00:11 time: 0.0783 data_time: 0.0022 memory: 1377 2022/11/01 13:36:48 - mmengine - INFO - Epoch(val) [40][355/500] eta: 0:00:11 time: 0.0774 data_time: 0.0023 memory: 1373 2022/11/01 13:36:48 - mmengine - INFO - Epoch(val) [40][360/500] eta: 0:00:09 time: 0.0686 data_time: 0.0022 memory: 1373 2022/11/01 13:36:49 - mmengine - INFO - Epoch(val) [40][365/500] eta: 0:00:09 time: 0.0761 data_time: 0.0045 memory: 1373 2022/11/01 13:36:49 - mmengine - INFO - Epoch(val) [40][370/500] eta: 0:00:09 time: 0.0731 data_time: 0.0044 memory: 1373 2022/11/01 13:36:49 - mmengine - INFO - Epoch(val) [40][375/500] eta: 0:00:09 time: 0.0664 data_time: 0.0022 memory: 1373 2022/11/01 13:36:50 - mmengine - INFO - Epoch(val) [40][380/500] eta: 0:00:09 time: 0.0787 data_time: 0.0026 memory: 1373 2022/11/01 13:36:50 - mmengine - INFO - Epoch(val) [40][385/500] eta: 0:00:09 time: 0.0787 data_time: 0.0026 memory: 1373 2022/11/01 13:36:51 - mmengine - INFO - Epoch(val) [40][390/500] eta: 0:00:08 time: 0.0730 data_time: 0.0027 memory: 1373 2022/11/01 13:36:51 - mmengine - INFO - Epoch(val) [40][395/500] eta: 0:00:08 time: 0.0737 data_time: 0.0026 memory: 1373 2022/11/01 13:36:51 - mmengine - INFO - Epoch(val) [40][400/500] eta: 0:00:07 time: 0.0714 data_time: 0.0025 memory: 1373 2022/11/01 13:36:52 - mmengine - INFO - Epoch(val) [40][405/500] eta: 0:00:07 time: 0.0747 data_time: 0.0027 memory: 1373 2022/11/01 13:36:52 - mmengine - INFO - Epoch(val) [40][410/500] eta: 0:00:07 time: 0.0802 data_time: 0.0029 memory: 1373 2022/11/01 13:36:52 - mmengine - INFO - Epoch(val) [40][415/500] eta: 0:00:07 time: 0.0761 data_time: 0.0028 memory: 1373 2022/11/01 13:36:53 - mmengine - INFO - Epoch(val) [40][420/500] eta: 0:00:05 time: 0.0662 data_time: 0.0022 memory: 1373 2022/11/01 13:36:53 - mmengine - INFO - Epoch(val) [40][425/500] eta: 0:00:05 time: 0.0660 data_time: 0.0021 memory: 1373 2022/11/01 13:36:54 - mmengine - INFO - Epoch(val) [40][430/500] eta: 0:00:04 time: 0.0706 data_time: 0.0022 memory: 1373 2022/11/01 13:36:54 - mmengine - INFO - Epoch(val) [40][435/500] eta: 0:00:04 time: 0.0695 data_time: 0.0020 memory: 1373 2022/11/01 13:36:54 - mmengine - INFO - Epoch(val) [40][440/500] eta: 0:00:04 time: 0.0679 data_time: 0.0021 memory: 1373 2022/11/01 13:36:55 - mmengine - INFO - Epoch(val) [40][445/500] eta: 0:00:04 time: 0.0755 data_time: 0.0022 memory: 1373 2022/11/01 13:36:55 - mmengine - INFO - Epoch(val) [40][450/500] eta: 0:00:03 time: 0.0796 data_time: 0.0023 memory: 1373 2022/11/01 13:36:55 - mmengine - INFO - Epoch(val) [40][455/500] eta: 0:00:03 time: 0.0781 data_time: 0.0023 memory: 1373 2022/11/01 13:36:56 - mmengine - INFO - Epoch(val) [40][460/500] eta: 0:00:02 time: 0.0733 data_time: 0.0024 memory: 1373 2022/11/01 13:36:56 - mmengine - INFO - Epoch(val) [40][465/500] eta: 0:00:02 time: 0.0751 data_time: 0.0039 memory: 1373 2022/11/01 13:36:57 - mmengine - INFO - Epoch(val) [40][470/500] eta: 0:00:02 time: 0.0835 data_time: 0.0043 memory: 1373 2022/11/01 13:36:57 - mmengine - INFO - Epoch(val) [40][475/500] eta: 0:00:02 time: 0.0781 data_time: 0.0032 memory: 1373 2022/11/01 13:36:57 - mmengine - INFO - Epoch(val) [40][480/500] eta: 0:00:01 time: 0.0834 data_time: 0.0032 memory: 1373 2022/11/01 13:36:58 - mmengine - INFO - Epoch(val) [40][485/500] eta: 0:00:01 time: 0.0872 data_time: 0.0033 memory: 1373 2022/11/01 13:36:58 - mmengine - INFO - Epoch(val) [40][490/500] eta: 0:00:00 time: 0.0999 data_time: 0.0033 memory: 1598 2022/11/01 13:36:59 - mmengine - INFO - Epoch(val) [40][495/500] eta: 0:00:00 time: 0.0985 data_time: 0.0029 memory: 1373 2022/11/01 13:36:59 - mmengine - INFO - Epoch(val) [40][500/500] eta: 0:00:00 time: 0.0728 data_time: 0.0023 memory: 1373 2022/11/01 13:36:59 - mmengine - INFO - Evaluating hmean-iou... 2022/11/01 13:36:59 - mmengine - INFO - prediction score threshold: 0.30, recall: 0.7650, precision: 0.6121, hmean: 0.6801 2022/11/01 13:36:59 - mmengine - INFO - prediction score threshold: 0.40, recall: 0.7366, precision: 0.7110, hmean: 0.7236 2022/11/01 13:36:59 - mmengine - INFO - prediction score threshold: 0.50, recall: 0.7053, precision: 0.7698, hmean: 0.7362 2022/11/01 13:36:59 - mmengine - INFO - prediction score threshold: 0.60, recall: 0.6688, precision: 0.8293, hmean: 0.7404 2022/11/01 13:36:59 - mmengine - INFO - prediction score threshold: 0.70, recall: 0.6071, precision: 0.8649, hmean: 0.7134 2022/11/01 13:36:59 - mmengine - INFO - prediction score threshold: 0.80, recall: 0.5301, precision: 0.9107, hmean: 0.6701 2022/11/01 13:36:59 - mmengine - INFO - prediction score threshold: 0.90, recall: 0.3539, precision: 0.9545, hmean: 0.5163 2022/11/01 13:36:59 - mmengine - INFO - Epoch(val) [40][500/500] icdar/precision: 0.8293 icdar/recall: 0.6688 icdar/hmean: 0.7404 2022/11/01 13:37:02 - mmengine - INFO - Epoch(train) [41][5/125] lr: 2.0000e-02 eta: 0:00:00 time: 0.4216 data_time: 0.1145 memory: 8666 loss: 0.4238 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0051 loss_cls: 0.0729 acc: 98.8037 loss_bbox: 0.0896 loss_mask: 0.2480 2022/11/01 13:37:04 - mmengine - INFO - Epoch(train) [41][10/125] lr: 2.0000e-02 eta: 1:56:14 time: 0.4478 data_time: 0.1391 memory: 9111 loss: 0.4095 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0051 loss_cls: 0.0647 acc: 97.7295 loss_bbox: 0.0789 loss_mask: 0.2514 2022/11/01 13:37:06 - mmengine - INFO - Epoch(train) [41][15/125] lr: 2.0000e-02 eta: 1:56:14 time: 0.4140 data_time: 0.1100 memory: 9317 loss: 0.4552 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0063 loss_cls: 0.0818 acc: 95.2881 loss_bbox: 0.1048 loss_mask: 0.2530 2022/11/01 13:37:08 - mmengine - INFO - Epoch(train) [41][20/125] lr: 2.0000e-02 eta: 1:56:08 time: 0.4367 data_time: 0.1119 memory: 8954 loss: 0.4391 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0049 loss_cls: 0.0827 acc: 96.5576 loss_bbox: 0.0992 loss_mask: 0.2454 2022/11/01 13:37:11 - mmengine - INFO - Epoch(train) [41][25/125] lr: 2.0000e-02 eta: 1:56:08 time: 0.4833 data_time: 0.1328 memory: 10389 loss: 0.4563 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0060 loss_cls: 0.0939 acc: 94.7021 loss_bbox: 0.1139 loss_mask: 0.2356 2022/11/01 13:37:13 - mmengine - INFO - Epoch(train) [41][30/125] lr: 2.0000e-02 eta: 1:56:03 time: 0.4663 data_time: 0.1409 memory: 9013 loss: 0.4493 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0061 loss_cls: 0.0954 acc: 96.7285 loss_bbox: 0.1116 loss_mask: 0.2280 2022/11/01 13:37:15 - mmengine - INFO - Epoch(train) [41][35/125] lr: 2.0000e-02 eta: 1:56:03 time: 0.4125 data_time: 0.1146 memory: 9141 loss: 0.4095 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0046 loss_cls: 0.0837 acc: 96.6309 loss_bbox: 0.0881 loss_mask: 0.2257 2022/11/01 13:37:17 - mmengine - INFO - Epoch(train) [41][40/125] lr: 2.0000e-02 eta: 1:55:54 time: 0.3897 data_time: 0.0921 memory: 9222 loss: 0.4372 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0048 loss_cls: 0.0777 acc: 98.9258 loss_bbox: 0.0922 loss_mask: 0.2552 2022/11/01 13:37:19 - mmengine - INFO - Epoch(train) [41][45/125] lr: 2.0000e-02 eta: 1:55:54 time: 0.3971 data_time: 0.1027 memory: 9396 loss: 0.4413 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0051 loss_cls: 0.0816 acc: 94.8730 loss_bbox: 0.0931 loss_mask: 0.2529 2022/11/01 13:37:21 - mmengine - INFO - Epoch(train) [41][50/125] lr: 2.0000e-02 eta: 1:55:46 time: 0.4061 data_time: 0.1185 memory: 9134 loss: 0.4060 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0049 loss_cls: 0.0791 acc: 95.1904 loss_bbox: 0.0840 loss_mask: 0.2287 2022/11/01 13:37:23 - mmengine - INFO - Epoch(train) [41][55/125] lr: 2.0000e-02 eta: 1:55:46 time: 0.3926 data_time: 0.1092 memory: 8931 loss: 0.3839 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0038 loss_cls: 0.0571 acc: 99.0723 loss_bbox: 0.0666 loss_mask: 0.2487 2022/11/01 13:37:25 - mmengine - INFO - Epoch(train) [41][60/125] lr: 2.0000e-02 eta: 1:55:37 time: 0.3869 data_time: 0.0852 memory: 10152 loss: 0.3947 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0037 loss_cls: 0.0631 acc: 98.4863 loss_bbox: 0.0746 loss_mask: 0.2451 2022/11/01 13:37:26 - mmengine - INFO - Epoch(train) [41][65/125] lr: 2.0000e-02 eta: 1:55:37 time: 0.3960 data_time: 0.0826 memory: 9849 loss: 0.4099 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0043 loss_cls: 0.0744 acc: 97.9248 loss_bbox: 0.0900 loss_mask: 0.2328 2022/11/01 13:37:28 - mmengine - INFO - Epoch(train) [41][70/125] lr: 2.0000e-02 eta: 1:55:28 time: 0.3977 data_time: 0.1029 memory: 9111 loss: 0.4174 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0042 loss_cls: 0.0720 acc: 96.4111 loss_bbox: 0.0907 loss_mask: 0.2428 2022/11/01 13:37:30 - mmengine - INFO - Epoch(train) [41][75/125] lr: 2.0000e-02 eta: 1:55:28 time: 0.3820 data_time: 0.1020 memory: 8937 loss: 0.4072 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0042 loss_cls: 0.0753 acc: 97.1191 loss_bbox: 0.0872 loss_mask: 0.2329 2022/11/01 13:37:32 - mmengine - INFO - Epoch(train) [41][80/125] lr: 2.0000e-02 eta: 1:55:19 time: 0.3794 data_time: 0.0850 memory: 9232 loss: 0.4001 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0039 loss_cls: 0.0728 acc: 97.4365 loss_bbox: 0.0862 loss_mask: 0.2309 2022/11/01 13:37:35 - mmengine - INFO - Epoch(train) [41][85/125] lr: 2.0000e-02 eta: 1:55:19 time: 0.4494 data_time: 0.1118 memory: 9268 loss: 0.4349 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0050 loss_cls: 0.0763 acc: 96.5332 loss_bbox: 0.1010 loss_mask: 0.2471 2022/11/01 13:37:37 - mmengine - INFO - Epoch(train) [41][90/125] lr: 2.0000e-02 eta: 1:55:14 time: 0.4560 data_time: 0.1286 memory: 9144 loss: 0.4510 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0055 loss_cls: 0.0890 acc: 95.7275 loss_bbox: 0.1093 loss_mask: 0.2410 2022/11/01 13:37:39 - mmengine - INFO - Epoch(train) [41][95/125] lr: 2.0000e-02 eta: 1:55:14 time: 0.3994 data_time: 0.1043 memory: 9079 loss: 0.4340 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0047 loss_cls: 0.0856 acc: 98.7061 loss_bbox: 0.0979 loss_mask: 0.2385 2022/11/01 13:37:41 - mmengine - INFO - Epoch(train) [41][100/125] lr: 2.0000e-02 eta: 1:55:05 time: 0.3896 data_time: 0.0987 memory: 8891 loss: 0.4391 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0047 loss_cls: 0.0776 acc: 97.6562 loss_bbox: 0.0949 loss_mask: 0.2553 2022/11/01 13:37:43 - mmengine - INFO - Epoch(train) [41][105/125] lr: 2.0000e-02 eta: 1:55:05 time: 0.4079 data_time: 0.1187 memory: 9549 loss: 0.4543 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0049 loss_cls: 0.0863 acc: 95.8496 loss_bbox: 0.1015 loss_mask: 0.2546 2022/11/01 13:37:45 - mmengine - INFO - Epoch(train) [41][110/125] lr: 2.0000e-02 eta: 1:54:59 time: 0.4395 data_time: 0.1224 memory: 9376 loss: 0.4441 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0051 loss_cls: 0.0844 acc: 98.5840 loss_bbox: 0.1008 loss_mask: 0.2466 2022/11/01 13:37:47 - mmengine - INFO - Epoch(train) [41][115/125] lr: 2.0000e-02 eta: 1:54:59 time: 0.4269 data_time: 0.1118 memory: 8781 loss: 0.4052 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0042 loss_cls: 0.0672 acc: 97.8271 loss_bbox: 0.0834 loss_mask: 0.2438 2022/11/01 13:37:49 - mmengine - INFO - Epoch(train) [41][120/125] lr: 2.0000e-02 eta: 1:54:52 time: 0.4221 data_time: 0.1114 memory: 10111 loss: 0.4242 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0045 loss_cls: 0.0774 acc: 92.5781 loss_bbox: 0.1032 loss_mask: 0.2327 2022/11/01 13:37:51 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:37:51 - mmengine - INFO - Epoch(train) [41][125/125] lr: 2.0000e-02 eta: 1:54:52 time: 0.4110 data_time: 0.0964 memory: 9265 loss: 0.4960 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0070 loss_cls: 0.1031 acc: 96.1426 loss_bbox: 0.1247 loss_mask: 0.2521 2022/11/01 13:37:54 - mmengine - INFO - Epoch(train) [42][5/125] lr: 2.0000e-02 eta: 1:54:52 time: 0.4310 data_time: 0.1337 memory: 9258 loss: 0.4615 loss_rpn_cls: 0.0101 loss_rpn_bbox: 0.0067 loss_cls: 0.0997 acc: 97.0947 loss_bbox: 0.1030 loss_mask: 0.2420 2022/11/01 13:37:56 - mmengine - INFO - Epoch(train) [42][10/125] lr: 2.0000e-02 eta: 1:54:31 time: 0.4399 data_time: 0.1492 memory: 9075 loss: 0.3954 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0048 loss_cls: 0.0802 acc: 97.3145 loss_bbox: 0.0898 loss_mask: 0.2140 2022/11/01 13:37:58 - mmengine - INFO - Epoch(train) [42][15/125] lr: 2.0000e-02 eta: 1:54:31 time: 0.4120 data_time: 0.1008 memory: 10361 loss: 0.4261 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0067 loss_cls: 0.0802 acc: 97.3633 loss_bbox: 0.1038 loss_mask: 0.2267 2022/11/01 13:38:00 - mmengine - INFO - Epoch(train) [42][20/125] lr: 2.0000e-02 eta: 1:54:23 time: 0.4182 data_time: 0.1049 memory: 9239 loss: 0.4616 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0068 loss_cls: 0.0912 acc: 95.2881 loss_bbox: 0.1161 loss_mask: 0.2378 2022/11/01 13:38:02 - mmengine - INFO - Epoch(train) [42][25/125] lr: 2.0000e-02 eta: 1:54:23 time: 0.4092 data_time: 0.1215 memory: 9426 loss: 0.4488 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0052 loss_cls: 0.0872 acc: 98.4619 loss_bbox: 0.1015 loss_mask: 0.2480 2022/11/01 13:38:04 - mmengine - INFO - Epoch(train) [42][30/125] lr: 2.0000e-02 eta: 1:54:16 time: 0.4087 data_time: 0.1218 memory: 9171 loss: 0.4225 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0049 loss_cls: 0.0793 acc: 98.0957 loss_bbox: 0.0923 loss_mask: 0.2395 2022/11/01 13:38:06 - mmengine - INFO - Epoch(train) [42][35/125] lr: 2.0000e-02 eta: 1:54:16 time: 0.3917 data_time: 0.0981 memory: 9396 loss: 0.4481 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0054 loss_cls: 0.0868 acc: 95.8984 loss_bbox: 0.1090 loss_mask: 0.2416 2022/11/01 13:38:08 - mmengine - INFO - Epoch(train) [42][40/125] lr: 2.0000e-02 eta: 1:54:09 time: 0.4136 data_time: 0.0942 memory: 9131 loss: 0.4587 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0062 loss_cls: 0.0897 acc: 94.1650 loss_bbox: 0.1108 loss_mask: 0.2455 2022/11/01 13:38:10 - mmengine - INFO - Epoch(train) [42][45/125] lr: 2.0000e-02 eta: 1:54:09 time: 0.4499 data_time: 0.1230 memory: 9393 loss: 0.4117 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0056 loss_cls: 0.0768 acc: 95.8252 loss_bbox: 0.0961 loss_mask: 0.2271 2022/11/01 13:38:13 - mmengine - INFO - Epoch(train) [42][50/125] lr: 2.0000e-02 eta: 1:54:04 time: 0.4670 data_time: 0.1511 memory: 8977 loss: 0.3796 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0044 loss_cls: 0.0665 acc: 96.3867 loss_bbox: 0.0869 loss_mask: 0.2166 2022/11/01 13:38:15 - mmengine - INFO - Epoch(train) [42][55/125] lr: 2.0000e-02 eta: 1:54:04 time: 0.4884 data_time: 0.1224 memory: 10440 loss: 0.4476 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0067 loss_cls: 0.0892 acc: 95.5322 loss_bbox: 0.1178 loss_mask: 0.2264 2022/11/01 13:38:17 - mmengine - INFO - Epoch(train) [42][60/125] lr: 2.0000e-02 eta: 1:54:00 time: 0.4686 data_time: 0.0963 memory: 9788 loss: 0.4598 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0071 loss_cls: 0.0924 acc: 96.7529 loss_bbox: 0.1259 loss_mask: 0.2275 2022/11/01 13:38:19 - mmengine - INFO - Epoch(train) [42][65/125] lr: 2.0000e-02 eta: 1:54:00 time: 0.4126 data_time: 0.1079 memory: 8957 loss: 0.3920 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0038 loss_cls: 0.0683 acc: 98.2910 loss_bbox: 0.0852 loss_mask: 0.2286 2022/11/01 13:38:21 - mmengine - INFO - Epoch(train) [42][70/125] lr: 2.0000e-02 eta: 1:53:52 time: 0.3994 data_time: 0.1024 memory: 9232 loss: 0.3833 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0036 loss_cls: 0.0673 acc: 97.7295 loss_bbox: 0.0839 loss_mask: 0.2227 2022/11/01 13:38:23 - mmengine - INFO - Epoch(train) [42][75/125] lr: 2.0000e-02 eta: 1:53:52 time: 0.4093 data_time: 0.0983 memory: 9295 loss: 0.4018 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0046 loss_cls: 0.0731 acc: 96.0449 loss_bbox: 0.0906 loss_mask: 0.2264 2022/11/01 13:38:25 - mmengine - INFO - Epoch(train) [42][80/125] lr: 2.0000e-02 eta: 1:53:44 time: 0.3920 data_time: 0.0862 memory: 9255 loss: 0.4247 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0046 loss_cls: 0.0762 acc: 97.9980 loss_bbox: 0.0875 loss_mask: 0.2475 2022/11/01 13:38:27 - mmengine - INFO - Epoch(train) [42][85/125] lr: 2.0000e-02 eta: 1:53:44 time: 0.3962 data_time: 0.0977 memory: 8944 loss: 0.4166 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0036 loss_cls: 0.0750 acc: 96.9482 loss_bbox: 0.0893 loss_mask: 0.2432 2022/11/01 13:38:29 - mmengine - INFO - Epoch(train) [42][90/125] lr: 2.0000e-02 eta: 1:53:36 time: 0.4076 data_time: 0.1084 memory: 9376 loss: 0.4204 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0035 loss_cls: 0.0758 acc: 97.6562 loss_bbox: 0.0934 loss_mask: 0.2431 2022/11/01 13:38:32 - mmengine - INFO - Epoch(train) [42][95/125] lr: 2.0000e-02 eta: 1:53:36 time: 0.4216 data_time: 0.0916 memory: 9232 loss: 0.4577 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0044 loss_cls: 0.0865 acc: 96.0693 loss_bbox: 0.1061 loss_mask: 0.2537 2022/11/01 13:38:34 - mmengine - INFO - Epoch(train) [42][100/125] lr: 2.0000e-02 eta: 1:53:30 time: 0.4269 data_time: 0.1026 memory: 8872 loss: 0.4516 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0052 loss_cls: 0.0858 acc: 96.1426 loss_bbox: 0.1012 loss_mask: 0.2504 2022/11/01 13:38:36 - mmengine - INFO - Epoch(train) [42][105/125] lr: 2.0000e-02 eta: 1:53:30 time: 0.4288 data_time: 0.1220 memory: 10014 loss: 0.4059 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0050 loss_cls: 0.0740 acc: 98.1689 loss_bbox: 0.0905 loss_mask: 0.2269 2022/11/01 13:38:38 - mmengine - INFO - Epoch(train) [42][110/125] lr: 2.0000e-02 eta: 1:53:22 time: 0.4043 data_time: 0.0963 memory: 8823 loss: 0.3960 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0044 loss_cls: 0.0740 acc: 96.9238 loss_bbox: 0.0838 loss_mask: 0.2259 2022/11/01 13:38:40 - mmengine - INFO - Epoch(train) [42][115/125] lr: 2.0000e-02 eta: 1:53:22 time: 0.3696 data_time: 0.0780 memory: 8692 loss: 0.4082 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0047 loss_cls: 0.0624 acc: 99.0234 loss_bbox: 0.0645 loss_mask: 0.2706 2022/11/01 13:38:42 - mmengine - INFO - Epoch(train) [42][120/125] lr: 2.0000e-02 eta: 1:53:13 time: 0.3767 data_time: 0.0921 memory: 9190 loss: 0.4419 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0053 loss_cls: 0.0718 acc: 95.0684 loss_bbox: 0.0833 loss_mask: 0.2749 2022/11/01 13:38:43 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:38:43 - mmengine - INFO - Epoch(train) [42][125/125] lr: 2.0000e-02 eta: 1:53:13 time: 0.3564 data_time: 0.0756 memory: 9039 loss: 0.4300 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0047 loss_cls: 0.0785 acc: 96.9482 loss_bbox: 0.0918 loss_mask: 0.2476 2022/11/01 13:38:46 - mmengine - INFO - Epoch(train) [43][5/125] lr: 2.0000e-02 eta: 1:53:13 time: 0.4285 data_time: 0.1257 memory: 9327 loss: 0.4001 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0045 loss_cls: 0.0697 acc: 96.7529 loss_bbox: 0.0851 loss_mask: 0.2341 2022/11/01 13:38:48 - mmengine - INFO - Epoch(train) [43][10/125] lr: 2.0000e-02 eta: 1:52:55 time: 0.4911 data_time: 0.1674 memory: 9432 loss: 0.4254 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0052 loss_cls: 0.0781 acc: 97.9004 loss_bbox: 0.1008 loss_mask: 0.2339 2022/11/01 13:38:50 - mmengine - INFO - Epoch(train) [43][15/125] lr: 2.0000e-02 eta: 1:52:55 time: 0.4079 data_time: 0.0963 memory: 9177 loss: 0.4371 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0047 loss_cls: 0.0779 acc: 97.6318 loss_bbox: 0.0937 loss_mask: 0.2533 2022/11/01 13:38:52 - mmengine - INFO - Epoch(train) [43][20/125] lr: 2.0000e-02 eta: 1:52:46 time: 0.3687 data_time: 0.0626 memory: 8846 loss: 0.4177 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0041 loss_cls: 0.0718 acc: 96.7773 loss_bbox: 0.0815 loss_mask: 0.2535 2022/11/01 13:38:54 - mmengine - INFO - Epoch(train) [43][25/125] lr: 2.0000e-02 eta: 1:52:46 time: 0.3824 data_time: 0.0697 memory: 9158 loss: 0.4031 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0038 loss_cls: 0.0667 acc: 98.6328 loss_bbox: 0.0809 loss_mask: 0.2450 2022/11/01 13:38:56 - mmengine - INFO - Epoch(train) [43][30/125] lr: 2.0000e-02 eta: 1:52:41 time: 0.4485 data_time: 0.1343 memory: 9128 loss: 0.3901 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0038 loss_cls: 0.0614 acc: 97.0215 loss_bbox: 0.0812 loss_mask: 0.2365 2022/11/01 13:38:58 - mmengine - INFO - Epoch(train) [43][35/125] lr: 2.0000e-02 eta: 1:52:41 time: 0.4583 data_time: 0.1384 memory: 9680 loss: 0.4294 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0060 loss_cls: 0.0781 acc: 95.6543 loss_bbox: 0.1062 loss_mask: 0.2313 2022/11/01 13:39:00 - mmengine - INFO - Epoch(train) [43][40/125] lr: 2.0000e-02 eta: 1:52:33 time: 0.4066 data_time: 0.0855 memory: 9347 loss: 0.4630 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0068 loss_cls: 0.0909 acc: 94.9707 loss_bbox: 0.1210 loss_mask: 0.2383 2022/11/01 13:39:03 - mmengine - INFO - Epoch(train) [43][45/125] lr: 2.0000e-02 eta: 1:52:33 time: 0.4337 data_time: 0.1023 memory: 9013 loss: 0.4337 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0051 loss_cls: 0.0801 acc: 98.6084 loss_bbox: 0.0994 loss_mask: 0.2443 2022/11/01 13:39:05 - mmengine - INFO - Epoch(train) [43][50/125] lr: 2.0000e-02 eta: 1:52:30 time: 0.4888 data_time: 0.1499 memory: 9095 loss: 0.4635 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0052 loss_cls: 0.0917 acc: 94.4336 loss_bbox: 0.0988 loss_mask: 0.2608 2022/11/01 13:39:07 - mmengine - INFO - Epoch(train) [43][55/125] lr: 2.0000e-02 eta: 1:52:30 time: 0.4498 data_time: 0.1335 memory: 9213 loss: 0.4868 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0057 loss_cls: 0.0984 acc: 98.2422 loss_bbox: 0.1083 loss_mask: 0.2657 2022/11/01 13:39:09 - mmengine - INFO - Epoch(train) [43][60/125] lr: 2.0000e-02 eta: 1:52:22 time: 0.3840 data_time: 0.0825 memory: 9213 loss: 0.4227 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0047 loss_cls: 0.0764 acc: 97.2900 loss_bbox: 0.0923 loss_mask: 0.2423 2022/11/01 13:39:11 - mmengine - INFO - Epoch(train) [43][65/125] lr: 2.0000e-02 eta: 1:52:22 time: 0.3792 data_time: 0.0828 memory: 9210 loss: 0.3880 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0042 loss_cls: 0.0650 acc: 98.5107 loss_bbox: 0.0802 loss_mask: 0.2300 2022/11/01 13:39:13 - mmengine - INFO - Epoch(train) [43][70/125] lr: 2.0000e-02 eta: 1:52:15 time: 0.4110 data_time: 0.1246 memory: 9154 loss: 0.4023 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0038 loss_cls: 0.0757 acc: 96.4355 loss_bbox: 0.0823 loss_mask: 0.2320 2022/11/01 13:39:15 - mmengine - INFO - Epoch(train) [43][75/125] lr: 2.0000e-02 eta: 1:52:15 time: 0.4010 data_time: 0.1106 memory: 9082 loss: 0.4360 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0043 loss_cls: 0.0830 acc: 97.0215 loss_bbox: 0.0888 loss_mask: 0.2537 2022/11/01 13:39:17 - mmengine - INFO - Epoch(train) [43][80/125] lr: 2.0000e-02 eta: 1:52:06 time: 0.3766 data_time: 0.0790 memory: 8855 loss: 0.4217 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0044 loss_cls: 0.0765 acc: 97.2900 loss_bbox: 0.0808 loss_mask: 0.2518 2022/11/01 13:39:19 - mmengine - INFO - Epoch(train) [43][85/125] lr: 2.0000e-02 eta: 1:52:06 time: 0.3907 data_time: 0.0961 memory: 9118 loss: 0.3935 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0050 loss_cls: 0.0718 acc: 97.0947 loss_bbox: 0.0776 loss_mask: 0.2310 2022/11/01 13:39:21 - mmengine - INFO - Epoch(train) [43][90/125] lr: 2.0000e-02 eta: 1:51:57 time: 0.3839 data_time: 0.0985 memory: 8784 loss: 0.3869 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0050 loss_cls: 0.0674 acc: 97.0459 loss_bbox: 0.0764 loss_mask: 0.2313 2022/11/01 13:39:23 - mmengine - INFO - Epoch(train) [43][95/125] lr: 2.0000e-02 eta: 1:51:57 time: 0.4115 data_time: 0.1115 memory: 8885 loss: 0.3877 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0035 loss_cls: 0.0625 acc: 98.5107 loss_bbox: 0.0696 loss_mask: 0.2465 2022/11/01 13:39:25 - mmengine - INFO - Epoch(train) [43][100/125] lr: 2.0000e-02 eta: 1:51:51 time: 0.4257 data_time: 0.1037 memory: 9344 loss: 0.4312 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0048 loss_cls: 0.0746 acc: 97.5830 loss_bbox: 0.0953 loss_mask: 0.2503 2022/11/01 13:39:27 - mmengine - INFO - Epoch(train) [43][105/125] lr: 2.0000e-02 eta: 1:51:51 time: 0.4266 data_time: 0.1091 memory: 8950 loss: 0.4191 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0048 loss_cls: 0.0801 acc: 97.9004 loss_bbox: 0.1013 loss_mask: 0.2275 2022/11/01 13:39:30 - mmengine - INFO - Epoch(train) [43][110/125] lr: 2.0000e-02 eta: 1:51:47 time: 0.4595 data_time: 0.1401 memory: 9154 loss: 0.3929 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0044 loss_cls: 0.0805 acc: 97.9248 loss_bbox: 0.0880 loss_mask: 0.2141 2022/11/01 13:39:32 - mmengine - INFO - Epoch(train) [43][115/125] lr: 2.0000e-02 eta: 1:51:47 time: 0.4325 data_time: 0.1220 memory: 9052 loss: 0.3942 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0051 loss_cls: 0.0831 acc: 96.5332 loss_bbox: 0.0874 loss_mask: 0.2111 2022/11/01 13:39:34 - mmengine - INFO - Epoch(train) [43][120/125] lr: 2.0000e-02 eta: 1:51:39 time: 0.3954 data_time: 0.0991 memory: 8829 loss: 0.3612 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0038 loss_cls: 0.0664 acc: 99.1943 loss_bbox: 0.0749 loss_mask: 0.2107 2022/11/01 13:39:35 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:39:35 - mmengine - INFO - Epoch(train) [43][125/125] lr: 2.0000e-02 eta: 1:51:39 time: 0.3720 data_time: 0.0763 memory: 9196 loss: 0.4041 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0040 loss_cls: 0.0783 acc: 95.1660 loss_bbox: 0.0909 loss_mask: 0.2248 2022/11/01 13:39:38 - mmengine - INFO - Epoch(train) [44][5/125] lr: 2.0000e-02 eta: 1:51:39 time: 0.4103 data_time: 0.1158 memory: 9232 loss: 0.4571 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0053 loss_cls: 0.0924 acc: 98.3643 loss_bbox: 0.1153 loss_mask: 0.2361 2022/11/01 13:39:39 - mmengine - INFO - Epoch(train) [44][10/125] lr: 2.0000e-02 eta: 1:51:18 time: 0.4191 data_time: 0.1313 memory: 8971 loss: 0.4056 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0040 loss_cls: 0.0714 acc: 98.9502 loss_bbox: 0.0905 loss_mask: 0.2341 2022/11/01 13:39:41 - mmengine - INFO - Epoch(train) [44][15/125] lr: 2.0000e-02 eta: 1:51:18 time: 0.3857 data_time: 0.0901 memory: 9095 loss: 0.4080 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0041 loss_cls: 0.0669 acc: 97.7295 loss_bbox: 0.0812 loss_mask: 0.2488 2022/11/01 13:39:44 - mmengine - INFO - Epoch(train) [44][20/125] lr: 2.0000e-02 eta: 1:51:12 time: 0.4176 data_time: 0.1124 memory: 8963 loss: 0.4277 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0047 loss_cls: 0.0750 acc: 98.0225 loss_bbox: 0.0902 loss_mask: 0.2498 2022/11/01 13:39:46 - mmengine - INFO - Epoch(train) [44][25/125] lr: 2.0000e-02 eta: 1:51:12 time: 0.4199 data_time: 0.1211 memory: 9311 loss: 0.4142 loss_rpn_cls: 0.0127 loss_rpn_bbox: 0.0059 loss_cls: 0.0737 acc: 97.7051 loss_bbox: 0.0879 loss_mask: 0.2340 2022/11/01 13:39:48 - mmengine - INFO - Epoch(train) [44][30/125] lr: 2.0000e-02 eta: 1:51:04 time: 0.3903 data_time: 0.0985 memory: 9115 loss: 0.4207 loss_rpn_cls: 0.0135 loss_rpn_bbox: 0.0065 loss_cls: 0.0702 acc: 96.1182 loss_bbox: 0.0925 loss_mask: 0.2380 2022/11/01 13:39:49 - mmengine - INFO - Epoch(train) [44][35/125] lr: 2.0000e-02 eta: 1:51:04 time: 0.3605 data_time: 0.0782 memory: 9158 loss: 0.4069 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0036 loss_cls: 0.0618 acc: 97.3877 loss_bbox: 0.0798 loss_mask: 0.2548 2022/11/01 13:39:51 - mmengine - INFO - Epoch(train) [44][40/125] lr: 2.0000e-02 eta: 1:50:55 time: 0.3613 data_time: 0.0784 memory: 9222 loss: 0.4021 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0034 loss_cls: 0.0647 acc: 96.3379 loss_bbox: 0.0783 loss_mask: 0.2489 2022/11/01 13:39:53 - mmengine - INFO - Epoch(train) [44][45/125] lr: 2.0000e-02 eta: 1:50:55 time: 0.3729 data_time: 0.0853 memory: 9137 loss: 0.4171 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0045 loss_cls: 0.0722 acc: 96.4111 loss_bbox: 0.0957 loss_mask: 0.2386 2022/11/01 13:39:55 - mmengine - INFO - Epoch(train) [44][50/125] lr: 2.0000e-02 eta: 1:50:48 time: 0.4178 data_time: 0.1292 memory: 8950 loss: 0.4043 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0042 loss_cls: 0.0662 acc: 96.1670 loss_bbox: 0.0851 loss_mask: 0.2414 2022/11/01 13:39:57 - mmengine - INFO - Epoch(train) [44][55/125] lr: 2.0000e-02 eta: 1:50:48 time: 0.4387 data_time: 0.1441 memory: 9683 loss: 0.4359 loss_rpn_cls: 0.0175 loss_rpn_bbox: 0.0065 loss_cls: 0.0851 acc: 97.5098 loss_bbox: 0.0908 loss_mask: 0.2361 2022/11/01 13:40:00 - mmengine - INFO - Epoch(train) [44][60/125] lr: 2.0000e-02 eta: 1:50:43 time: 0.4537 data_time: 0.1336 memory: 9484 loss: 0.4691 loss_rpn_cls: 0.0181 loss_rpn_bbox: 0.0074 loss_cls: 0.0969 acc: 96.2891 loss_bbox: 0.1101 loss_mask: 0.2367 2022/11/01 13:40:02 - mmengine - INFO - Epoch(train) [44][65/125] lr: 2.0000e-02 eta: 1:50:43 time: 0.4397 data_time: 0.1191 memory: 9158 loss: 0.4308 loss_rpn_cls: 0.0099 loss_rpn_bbox: 0.0057 loss_cls: 0.0798 acc: 96.8506 loss_bbox: 0.0950 loss_mask: 0.2404 2022/11/01 13:40:04 - mmengine - INFO - Epoch(train) [44][70/125] lr: 2.0000e-02 eta: 1:50:36 time: 0.3955 data_time: 0.1080 memory: 8862 loss: 0.3640 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0043 loss_cls: 0.0600 acc: 98.0469 loss_bbox: 0.0674 loss_mask: 0.2228 2022/11/01 13:40:06 - mmengine - INFO - Epoch(train) [44][75/125] lr: 2.0000e-02 eta: 1:50:36 time: 0.4091 data_time: 0.1256 memory: 9239 loss: 0.3530 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0046 loss_cls: 0.0598 acc: 98.4619 loss_bbox: 0.0673 loss_mask: 0.2121 2022/11/01 13:40:08 - mmengine - INFO - Epoch(train) [44][80/125] lr: 2.0000e-02 eta: 1:50:29 time: 0.4067 data_time: 0.1119 memory: 9347 loss: 0.4421 loss_rpn_cls: 0.0103 loss_rpn_bbox: 0.0067 loss_cls: 0.0909 acc: 98.5840 loss_bbox: 0.0979 loss_mask: 0.2364 2022/11/01 13:40:10 - mmengine - INFO - Epoch(train) [44][85/125] lr: 2.0000e-02 eta: 1:50:29 time: 0.3962 data_time: 0.1089 memory: 8839 loss: 0.4390 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0052 loss_cls: 0.0904 acc: 96.5576 loss_bbox: 0.0909 loss_mask: 0.2443 2022/11/01 13:40:12 - mmengine - INFO - Epoch(train) [44][90/125] lr: 2.0000e-02 eta: 1:50:21 time: 0.3961 data_time: 0.1087 memory: 9108 loss: 0.4044 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0039 loss_cls: 0.0761 acc: 96.0449 loss_bbox: 0.0848 loss_mask: 0.2339 2022/11/01 13:40:14 - mmengine - INFO - Epoch(train) [44][95/125] lr: 2.0000e-02 eta: 1:50:21 time: 0.3859 data_time: 0.0950 memory: 9232 loss: 0.4090 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0049 loss_cls: 0.0776 acc: 96.0449 loss_bbox: 0.0928 loss_mask: 0.2269 2022/11/01 13:40:16 - mmengine - INFO - Epoch(train) [44][100/125] lr: 2.0000e-02 eta: 1:50:14 time: 0.3939 data_time: 0.1041 memory: 9386 loss: 0.4204 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0061 loss_cls: 0.0815 acc: 96.5820 loss_bbox: 0.1020 loss_mask: 0.2237 2022/11/01 13:40:18 - mmengine - INFO - Epoch(train) [44][105/125] lr: 2.0000e-02 eta: 1:50:14 time: 0.4200 data_time: 0.1148 memory: 9151 loss: 0.4446 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0065 loss_cls: 0.0898 acc: 97.4854 loss_bbox: 0.1087 loss_mask: 0.2303 2022/11/01 13:40:20 - mmengine - INFO - Epoch(train) [44][110/125] lr: 2.0000e-02 eta: 1:50:08 time: 0.4209 data_time: 0.1149 memory: 8852 loss: 0.3889 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0041 loss_cls: 0.0715 acc: 99.0967 loss_bbox: 0.0727 loss_mask: 0.2320 2022/11/01 13:40:22 - mmengine - INFO - Epoch(train) [44][115/125] lr: 2.0000e-02 eta: 1:50:08 time: 0.4008 data_time: 0.1081 memory: 8984 loss: 0.3698 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0041 loss_cls: 0.0641 acc: 96.5332 loss_bbox: 0.0645 loss_mask: 0.2299 2022/11/01 13:40:24 - mmengine - INFO - Epoch(train) [44][120/125] lr: 2.0000e-02 eta: 1:50:00 time: 0.4021 data_time: 0.1151 memory: 8947 loss: 0.4121 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0056 loss_cls: 0.0762 acc: 96.1914 loss_bbox: 0.0820 loss_mask: 0.2400 2022/11/01 13:40:26 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:40:26 - mmengine - INFO - Epoch(train) [44][125/125] lr: 2.0000e-02 eta: 1:50:00 time: 0.3996 data_time: 0.0888 memory: 10459 loss: 0.4439 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0056 loss_cls: 0.0831 acc: 96.9971 loss_bbox: 0.0907 loss_mask: 0.2561 2022/11/01 13:40:28 - mmengine - INFO - Epoch(train) [45][5/125] lr: 2.0000e-02 eta: 1:50:00 time: 0.4288 data_time: 0.1149 memory: 9536 loss: 0.4734 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0064 loss_cls: 0.0975 acc: 96.6553 loss_bbox: 0.1128 loss_mask: 0.2474 2022/11/01 13:40:30 - mmengine - INFO - Epoch(train) [45][10/125] lr: 2.0000e-02 eta: 1:49:41 time: 0.4270 data_time: 0.1356 memory: 9203 loss: 0.4416 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0060 loss_cls: 0.0821 acc: 95.2881 loss_bbox: 0.0984 loss_mask: 0.2475 2022/11/01 13:40:32 - mmengine - INFO - Epoch(train) [45][15/125] lr: 2.0000e-02 eta: 1:49:41 time: 0.3670 data_time: 0.0834 memory: 8676 loss: 0.3921 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0041 loss_cls: 0.0566 acc: 98.7061 loss_bbox: 0.0680 loss_mask: 0.2571 2022/11/01 13:40:34 - mmengine - INFO - Epoch(train) [45][20/125] lr: 2.0000e-02 eta: 1:49:34 time: 0.4018 data_time: 0.0985 memory: 9115 loss: 0.3784 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0034 loss_cls: 0.0592 acc: 99.1455 loss_bbox: 0.0733 loss_mask: 0.2378 2022/11/01 13:40:36 - mmengine - INFO - Epoch(train) [45][25/125] lr: 2.0000e-02 eta: 1:49:34 time: 0.4290 data_time: 0.1089 memory: 9075 loss: 0.3876 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0035 loss_cls: 0.0703 acc: 98.0225 loss_bbox: 0.0821 loss_mask: 0.2269 2022/11/01 13:40:38 - mmengine - INFO - Epoch(train) [45][30/125] lr: 2.0000e-02 eta: 1:49:27 time: 0.4075 data_time: 0.1000 memory: 9386 loss: 0.4414 loss_rpn_cls: 0.0107 loss_rpn_bbox: 0.0054 loss_cls: 0.0853 acc: 96.3135 loss_bbox: 0.1048 loss_mask: 0.2352 2022/11/01 13:40:41 - mmengine - INFO - Epoch(train) [45][35/125] lr: 2.0000e-02 eta: 1:49:27 time: 0.4277 data_time: 0.1336 memory: 9049 loss: 0.4370 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0059 loss_cls: 0.0824 acc: 97.8760 loss_bbox: 0.1047 loss_mask: 0.2344 2022/11/01 13:40:43 - mmengine - INFO - Epoch(train) [45][40/125] lr: 2.0000e-02 eta: 1:49:22 time: 0.4333 data_time: 0.1403 memory: 9229 loss: 0.4305 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0057 loss_cls: 0.0851 acc: 96.9727 loss_bbox: 0.1029 loss_mask: 0.2290 2022/11/01 13:40:45 - mmengine - INFO - Epoch(train) [45][45/125] lr: 2.0000e-02 eta: 1:49:22 time: 0.3954 data_time: 0.0977 memory: 8872 loss: 0.4185 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0053 loss_cls: 0.0816 acc: 98.6328 loss_bbox: 0.0980 loss_mask: 0.2254 2022/11/01 13:40:47 - mmengine - INFO - Epoch(train) [45][50/125] lr: 2.0000e-02 eta: 1:49:15 time: 0.3932 data_time: 0.1021 memory: 9137 loss: 0.4009 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0040 loss_cls: 0.0671 acc: 98.1934 loss_bbox: 0.0818 loss_mask: 0.2415 2022/11/01 13:40:49 - mmengine - INFO - Epoch(train) [45][55/125] lr: 2.0000e-02 eta: 1:49:15 time: 0.4065 data_time: 0.1136 memory: 9186 loss: 0.4689 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0058 loss_cls: 0.0917 acc: 93.8477 loss_bbox: 0.1130 loss_mask: 0.2516 2022/11/01 13:40:50 - mmengine - INFO - Epoch(train) [45][60/125] lr: 2.0000e-02 eta: 1:49:07 time: 0.3924 data_time: 0.0966 memory: 9013 loss: 0.4603 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0058 loss_cls: 0.0929 acc: 95.9717 loss_bbox: 0.1090 loss_mask: 0.2454 2022/11/01 13:40:53 - mmengine - INFO - Epoch(train) [45][65/125] lr: 2.0000e-02 eta: 1:49:07 time: 0.4124 data_time: 0.0995 memory: 10172 loss: 0.4186 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0047 loss_cls: 0.0785 acc: 98.0225 loss_bbox: 0.0925 loss_mask: 0.2353 2022/11/01 13:40:55 - mmengine - INFO - Epoch(train) [45][70/125] lr: 2.0000e-02 eta: 1:49:02 time: 0.4400 data_time: 0.1049 memory: 9118 loss: 0.4442 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0050 loss_cls: 0.0810 acc: 96.5576 loss_bbox: 0.1056 loss_mask: 0.2440 2022/11/01 13:40:57 - mmengine - INFO - Epoch(train) [45][75/125] lr: 2.0000e-02 eta: 1:49:02 time: 0.4550 data_time: 0.1293 memory: 9160 loss: 0.4246 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0051 loss_cls: 0.0695 acc: 97.4609 loss_bbox: 0.0940 loss_mask: 0.2450 2022/11/01 13:41:00 - mmengine - INFO - Epoch(train) [45][80/125] lr: 2.0000e-02 eta: 1:48:58 time: 0.4737 data_time: 0.1478 memory: 10119 loss: 0.4114 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0053 loss_cls: 0.0759 acc: 98.1934 loss_bbox: 0.0960 loss_mask: 0.2232 2022/11/01 13:41:02 - mmengine - INFO - Epoch(train) [45][85/125] lr: 2.0000e-02 eta: 1:48:58 time: 0.4671 data_time: 0.1451 memory: 9495 loss: 0.4460 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0069 loss_cls: 0.0898 acc: 94.1406 loss_bbox: 0.1127 loss_mask: 0.2283 2022/11/01 13:41:04 - mmengine - INFO - Epoch(train) [45][90/125] lr: 2.0000e-02 eta: 1:48:53 time: 0.4348 data_time: 0.1278 memory: 9334 loss: 0.4895 loss_rpn_cls: 0.0099 loss_rpn_bbox: 0.0076 loss_cls: 0.0924 acc: 96.3623 loss_bbox: 0.1220 loss_mask: 0.2575 2022/11/01 13:41:06 - mmengine - INFO - Epoch(train) [45][95/125] lr: 2.0000e-02 eta: 1:48:53 time: 0.3936 data_time: 0.0933 memory: 8947 loss: 0.4953 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0061 loss_cls: 0.0850 acc: 96.7285 loss_bbox: 0.1121 loss_mask: 0.2830 2022/11/01 13:41:08 - mmengine - INFO - Epoch(train) [45][100/125] lr: 2.0000e-02 eta: 1:48:45 time: 0.3879 data_time: 0.0949 memory: 9183 loss: 0.4382 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0050 loss_cls: 0.0718 acc: 96.8262 loss_bbox: 0.0941 loss_mask: 0.2624 2022/11/01 13:41:11 - mmengine - INFO - Epoch(train) [45][105/125] lr: 2.0000e-02 eta: 1:48:45 time: 0.4756 data_time: 0.1470 memory: 9039 loss: 0.4482 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0065 loss_cls: 0.0780 acc: 95.6787 loss_bbox: 0.0968 loss_mask: 0.2579 2022/11/01 13:41:13 - mmengine - INFO - Epoch(train) [45][110/125] lr: 2.0000e-02 eta: 1:48:42 time: 0.4874 data_time: 0.1476 memory: 8960 loss: 0.4163 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0062 loss_cls: 0.0724 acc: 98.7061 loss_bbox: 0.0866 loss_mask: 0.2423 2022/11/01 13:41:15 - mmengine - INFO - Epoch(train) [45][115/125] lr: 2.0000e-02 eta: 1:48:42 time: 0.4323 data_time: 0.1164 memory: 9330 loss: 0.4172 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0059 loss_cls: 0.0818 acc: 96.0205 loss_bbox: 0.1011 loss_mask: 0.2220 2022/11/01 13:41:17 - mmengine - INFO - Epoch(train) [45][120/125] lr: 2.0000e-02 eta: 1:48:36 time: 0.4117 data_time: 0.1040 memory: 9337 loss: 0.4329 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0058 loss_cls: 0.0862 acc: 96.9238 loss_bbox: 0.1028 loss_mask: 0.2313 2022/11/01 13:41:19 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:41:19 - mmengine - INFO - Epoch(train) [45][125/125] lr: 2.0000e-02 eta: 1:48:36 time: 0.3595 data_time: 0.0603 memory: 8963 loss: 0.3765 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0041 loss_cls: 0.0650 acc: 97.7539 loss_bbox: 0.0765 loss_mask: 0.2260 2022/11/01 13:41:21 - mmengine - INFO - Epoch(train) [46][5/125] lr: 2.0000e-02 eta: 1:48:36 time: 0.4343 data_time: 0.1331 memory: 9062 loss: 0.3991 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0046 loss_cls: 0.0740 acc: 97.9736 loss_bbox: 0.0887 loss_mask: 0.2248 2022/11/01 13:41:23 - mmengine - INFO - Epoch(train) [46][10/125] lr: 2.0000e-02 eta: 1:48:19 time: 0.4511 data_time: 0.1509 memory: 9236 loss: 0.4137 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0050 loss_cls: 0.0762 acc: 98.3643 loss_bbox: 0.0929 loss_mask: 0.2319 2022/11/01 13:41:25 - mmengine - INFO - Epoch(train) [46][15/125] lr: 2.0000e-02 eta: 1:48:19 time: 0.3692 data_time: 0.0674 memory: 9059 loss: 0.4381 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0053 loss_cls: 0.0755 acc: 94.8242 loss_bbox: 0.0947 loss_mask: 0.2540 2022/11/01 13:41:27 - mmengine - INFO - Epoch(train) [46][20/125] lr: 2.0000e-02 eta: 1:48:11 time: 0.3873 data_time: 0.0772 memory: 9347 loss: 0.4727 loss_rpn_cls: 0.0102 loss_rpn_bbox: 0.0059 loss_cls: 0.0909 acc: 97.0947 loss_bbox: 0.1112 loss_mask: 0.2545 2022/11/01 13:41:29 - mmengine - INFO - Epoch(train) [46][25/125] lr: 2.0000e-02 eta: 1:48:11 time: 0.4278 data_time: 0.1128 memory: 9272 loss: 0.4727 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0053 loss_cls: 0.0927 acc: 96.3135 loss_bbox: 0.1065 loss_mask: 0.2606 2022/11/01 13:41:31 - mmengine - INFO - Epoch(train) [46][30/125] lr: 2.0000e-02 eta: 1:48:05 time: 0.4107 data_time: 0.1023 memory: 9281 loss: 0.4648 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0053 loss_cls: 0.0916 acc: 96.8750 loss_bbox: 0.1077 loss_mask: 0.2541 2022/11/01 13:41:33 - mmengine - INFO - Epoch(train) [46][35/125] lr: 2.0000e-02 eta: 1:48:05 time: 0.3935 data_time: 0.0793 memory: 9066 loss: 0.4327 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0053 loss_cls: 0.0831 acc: 98.7549 loss_bbox: 0.1032 loss_mask: 0.2339 2022/11/01 13:41:36 - mmengine - INFO - Epoch(train) [46][40/125] lr: 2.0000e-02 eta: 1:48:02 time: 0.4850 data_time: 0.1408 memory: 10579 loss: 0.4329 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0056 loss_cls: 0.0883 acc: 94.2383 loss_bbox: 0.1012 loss_mask: 0.2301 2022/11/01 13:41:38 - mmengine - INFO - Epoch(train) [46][45/125] lr: 2.0000e-02 eta: 1:48:02 time: 0.4983 data_time: 0.1574 memory: 9242 loss: 0.4610 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0066 loss_cls: 0.0993 acc: 97.5342 loss_bbox: 0.1181 loss_mask: 0.2285 2022/11/01 13:41:40 - mmengine - INFO - Epoch(train) [46][50/125] lr: 2.0000e-02 eta: 1:47:56 time: 0.4145 data_time: 0.0978 memory: 9007 loss: 0.4494 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0053 loss_cls: 0.0875 acc: 97.7783 loss_bbox: 0.1090 loss_mask: 0.2388 2022/11/01 13:41:42 - mmengine - INFO - Epoch(train) [46][55/125] lr: 2.0000e-02 eta: 1:47:56 time: 0.4164 data_time: 0.0985 memory: 9245 loss: 0.4172 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0045 loss_cls: 0.0837 acc: 93.3350 loss_bbox: 0.0920 loss_mask: 0.2298 2022/11/01 13:41:45 - mmengine - INFO - Epoch(train) [46][60/125] lr: 2.0000e-02 eta: 1:47:51 time: 0.4582 data_time: 0.1411 memory: 9494 loss: 0.4231 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0050 loss_cls: 0.0884 acc: 94.7754 loss_bbox: 0.0941 loss_mask: 0.2291 2022/11/01 13:41:47 - mmengine - INFO - Epoch(train) [46][65/125] lr: 2.0000e-02 eta: 1:47:51 time: 0.4470 data_time: 0.1404 memory: 9412 loss: 0.4123 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0053 loss_cls: 0.0830 acc: 98.8281 loss_bbox: 0.0951 loss_mask: 0.2218 2022/11/01 13:41:49 - mmengine - INFO - Epoch(train) [46][70/125] lr: 2.0000e-02 eta: 1:47:46 time: 0.4242 data_time: 0.1050 memory: 9206 loss: 0.3953 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0052 loss_cls: 0.0758 acc: 98.1445 loss_bbox: 0.0928 loss_mask: 0.2133 2022/11/01 13:41:51 - mmengine - INFO - Epoch(train) [46][75/125] lr: 2.0000e-02 eta: 1:47:46 time: 0.4353 data_time: 0.1049 memory: 8862 loss: 0.4096 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0046 loss_cls: 0.0817 acc: 96.1426 loss_bbox: 0.0939 loss_mask: 0.2215 2022/11/01 13:41:53 - mmengine - INFO - Epoch(train) [46][80/125] lr: 2.0000e-02 eta: 1:47:39 time: 0.4117 data_time: 0.1076 memory: 8967 loss: 0.3979 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0036 loss_cls: 0.0735 acc: 96.8018 loss_bbox: 0.0780 loss_mask: 0.2370 2022/11/01 13:41:55 - mmengine - INFO - Epoch(train) [46][85/125] lr: 2.0000e-02 eta: 1:47:39 time: 0.4033 data_time: 0.1153 memory: 9128 loss: 0.3941 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0052 loss_cls: 0.0681 acc: 97.3877 loss_bbox: 0.0793 loss_mask: 0.2339 2022/11/01 13:41:57 - mmengine - INFO - Epoch(train) [46][90/125] lr: 2.0000e-02 eta: 1:47:33 time: 0.4095 data_time: 0.1185 memory: 9383 loss: 0.4098 loss_rpn_cls: 0.0099 loss_rpn_bbox: 0.0066 loss_cls: 0.0758 acc: 96.3623 loss_bbox: 0.0949 loss_mask: 0.2226 2022/11/01 13:41:59 - mmengine - INFO - Epoch(train) [46][95/125] lr: 2.0000e-02 eta: 1:47:33 time: 0.4023 data_time: 0.1147 memory: 9474 loss: 0.4089 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0054 loss_cls: 0.0761 acc: 95.8496 loss_bbox: 0.1005 loss_mask: 0.2198 2022/11/01 13:42:01 - mmengine - INFO - Epoch(train) [46][100/125] lr: 2.0000e-02 eta: 1:47:26 time: 0.3987 data_time: 0.1100 memory: 9318 loss: 0.4081 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0053 loss_cls: 0.0775 acc: 98.0957 loss_bbox: 0.0962 loss_mask: 0.2233 2022/11/01 13:42:03 - mmengine - INFO - Epoch(train) [46][105/125] lr: 2.0000e-02 eta: 1:47:26 time: 0.4093 data_time: 0.1157 memory: 9151 loss: 0.4316 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0051 loss_cls: 0.0761 acc: 95.5322 loss_bbox: 0.0853 loss_mask: 0.2581 2022/11/01 13:42:05 - mmengine - INFO - Epoch(train) [46][110/125] lr: 2.0000e-02 eta: 1:47:20 time: 0.4221 data_time: 0.1321 memory: 8990 loss: 0.4139 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0045 loss_cls: 0.0713 acc: 97.7783 loss_bbox: 0.0762 loss_mask: 0.2552 2022/11/01 13:42:07 - mmengine - INFO - Epoch(train) [46][115/125] lr: 2.0000e-02 eta: 1:47:20 time: 0.4109 data_time: 0.1209 memory: 9226 loss: 0.3763 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0044 loss_cls: 0.0673 acc: 98.2666 loss_bbox: 0.0792 loss_mask: 0.2203 2022/11/01 13:42:09 - mmengine - INFO - Epoch(train) [46][120/125] lr: 2.0000e-02 eta: 1:47:14 time: 0.4034 data_time: 0.1106 memory: 9226 loss: 0.4141 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0051 loss_cls: 0.0751 acc: 97.6807 loss_bbox: 0.0979 loss_mask: 0.2306 2022/11/01 13:42:11 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:42:11 - mmengine - INFO - Epoch(train) [46][125/125] lr: 2.0000e-02 eta: 1:47:14 time: 0.3667 data_time: 0.0752 memory: 8757 loss: 0.4263 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0045 loss_cls: 0.0746 acc: 97.0215 loss_bbox: 0.0887 loss_mask: 0.2530 2022/11/01 13:42:14 - mmengine - INFO - Epoch(train) [47][5/125] lr: 2.0000e-02 eta: 1:47:14 time: 0.4548 data_time: 0.1402 memory: 8855 loss: 0.4141 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0043 loss_cls: 0.0748 acc: 98.0713 loss_bbox: 0.0782 loss_mask: 0.2498 2022/11/01 13:42:16 - mmengine - INFO - Epoch(train) [47][10/125] lr: 2.0000e-02 eta: 1:46:57 time: 0.4548 data_time: 0.1448 memory: 9046 loss: 0.4080 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0042 loss_cls: 0.0790 acc: 98.4131 loss_bbox: 0.0796 loss_mask: 0.2375 2022/11/01 13:42:18 - mmengine - INFO - Epoch(train) [47][15/125] lr: 2.0000e-02 eta: 1:46:57 time: 0.3711 data_time: 0.0855 memory: 8937 loss: 0.4081 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0034 loss_cls: 0.0754 acc: 99.4385 loss_bbox: 0.0754 loss_mask: 0.2461 2022/11/01 13:42:19 - mmengine - INFO - Epoch(train) [47][20/125] lr: 2.0000e-02 eta: 1:46:50 time: 0.3859 data_time: 0.0973 memory: 9075 loss: 0.4396 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0043 loss_cls: 0.0798 acc: 97.0947 loss_bbox: 0.0907 loss_mask: 0.2566 2022/11/01 13:42:21 - mmengine - INFO - Epoch(train) [47][25/125] lr: 2.0000e-02 eta: 1:46:50 time: 0.3782 data_time: 0.0877 memory: 8924 loss: 0.4306 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0044 loss_cls: 0.0778 acc: 96.6797 loss_bbox: 0.0913 loss_mask: 0.2493 2022/11/01 13:42:23 - mmengine - INFO - Epoch(train) [47][30/125] lr: 2.0000e-02 eta: 1:46:42 time: 0.3706 data_time: 0.0819 memory: 9242 loss: 0.4196 loss_rpn_cls: 0.0103 loss_rpn_bbox: 0.0049 loss_cls: 0.0769 acc: 95.4590 loss_bbox: 0.0830 loss_mask: 0.2444 2022/11/01 13:42:25 - mmengine - INFO - Epoch(train) [47][35/125] lr: 2.0000e-02 eta: 1:46:42 time: 0.3997 data_time: 0.0908 memory: 9056 loss: 0.3927 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0051 loss_cls: 0.0723 acc: 98.3643 loss_bbox: 0.0798 loss_mask: 0.2270 2022/11/01 13:42:27 - mmengine - INFO - Epoch(train) [47][40/125] lr: 2.0000e-02 eta: 1:46:36 time: 0.4105 data_time: 0.0986 memory: 8836 loss: 0.3699 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0039 loss_cls: 0.0629 acc: 95.9961 loss_bbox: 0.0713 loss_mask: 0.2264 2022/11/01 13:42:29 - mmengine - INFO - Epoch(train) [47][45/125] lr: 2.0000e-02 eta: 1:46:36 time: 0.4014 data_time: 0.1120 memory: 8875 loss: 0.3680 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0031 loss_cls: 0.0576 acc: 97.2900 loss_bbox: 0.0730 loss_mask: 0.2289 2022/11/01 13:42:31 - mmengine - INFO - Epoch(train) [47][50/125] lr: 2.0000e-02 eta: 1:46:28 time: 0.3895 data_time: 0.1014 memory: 9003 loss: 0.3823 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0036 loss_cls: 0.0665 acc: 98.9014 loss_bbox: 0.0832 loss_mask: 0.2236 2022/11/01 13:42:33 - mmengine - INFO - Epoch(train) [47][55/125] lr: 2.0000e-02 eta: 1:46:28 time: 0.3804 data_time: 0.0948 memory: 8793 loss: 0.3969 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0040 loss_cls: 0.0722 acc: 96.9482 loss_bbox: 0.0839 loss_mask: 0.2310 2022/11/01 13:42:35 - mmengine - INFO - Epoch(train) [47][60/125] lr: 2.0000e-02 eta: 1:46:21 time: 0.3846 data_time: 0.1016 memory: 9324 loss: 0.4074 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0044 loss_cls: 0.0731 acc: 97.6318 loss_bbox: 0.0892 loss_mask: 0.2345 2022/11/01 13:42:37 - mmengine - INFO - Epoch(train) [47][65/125] lr: 2.0000e-02 eta: 1:46:21 time: 0.3831 data_time: 0.0952 memory: 9056 loss: 0.4217 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0054 loss_cls: 0.0797 acc: 97.0703 loss_bbox: 0.0955 loss_mask: 0.2326 2022/11/01 13:42:39 - mmengine - INFO - Epoch(train) [47][70/125] lr: 2.0000e-02 eta: 1:46:14 time: 0.3947 data_time: 0.1050 memory: 9052 loss: 0.4164 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0046 loss_cls: 0.0764 acc: 98.5107 loss_bbox: 0.0870 loss_mask: 0.2405 2022/11/01 13:42:41 - mmengine - INFO - Epoch(train) [47][75/125] lr: 2.0000e-02 eta: 1:46:14 time: 0.4092 data_time: 0.1275 memory: 9343 loss: 0.4011 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0040 loss_cls: 0.0749 acc: 96.1914 loss_bbox: 0.0795 loss_mask: 0.2379 2022/11/01 13:42:43 - mmengine - INFO - Epoch(train) [47][80/125] lr: 2.0000e-02 eta: 1:46:08 time: 0.4147 data_time: 0.1174 memory: 10026 loss: 0.4023 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0057 loss_cls: 0.0761 acc: 94.2383 loss_bbox: 0.0924 loss_mask: 0.2238 2022/11/01 13:42:45 - mmengine - INFO - Epoch(train) [47][85/125] lr: 2.0000e-02 eta: 1:46:08 time: 0.3827 data_time: 0.0841 memory: 9023 loss: 0.4084 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0050 loss_cls: 0.0671 acc: 98.5596 loss_bbox: 0.0907 loss_mask: 0.2418 2022/11/01 13:42:47 - mmengine - INFO - Epoch(train) [47][90/125] lr: 2.0000e-02 eta: 1:46:00 time: 0.3624 data_time: 0.0845 memory: 9465 loss: 0.3797 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0040 loss_cls: 0.0572 acc: 97.9492 loss_bbox: 0.0802 loss_mask: 0.2350 2022/11/01 13:42:49 - mmengine - INFO - Epoch(train) [47][95/125] lr: 2.0000e-02 eta: 1:46:00 time: 0.4096 data_time: 0.1131 memory: 9154 loss: 0.3854 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0046 loss_cls: 0.0688 acc: 96.6797 loss_bbox: 0.0888 loss_mask: 0.2187 2022/11/01 13:42:51 - mmengine - INFO - Epoch(train) [47][100/125] lr: 2.0000e-02 eta: 1:45:56 time: 0.4585 data_time: 0.1392 memory: 9186 loss: 0.4141 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0054 loss_cls: 0.0814 acc: 96.4600 loss_bbox: 0.1006 loss_mask: 0.2199 2022/11/01 13:42:54 - mmengine - INFO - Epoch(train) [47][105/125] lr: 2.0000e-02 eta: 1:45:56 time: 0.4545 data_time: 0.1316 memory: 10168 loss: 0.4335 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0065 loss_cls: 0.0851 acc: 96.4600 loss_bbox: 0.1062 loss_mask: 0.2265 2022/11/01 13:42:56 - mmengine - INFO - Epoch(train) [47][110/125] lr: 2.0000e-02 eta: 1:45:52 time: 0.4694 data_time: 0.1628 memory: 9190 loss: 0.4416 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0058 loss_cls: 0.0862 acc: 96.5332 loss_bbox: 0.1057 loss_mask: 0.2353 2022/11/01 13:42:58 - mmengine - INFO - Epoch(train) [47][115/125] lr: 2.0000e-02 eta: 1:45:52 time: 0.4942 data_time: 0.1931 memory: 9203 loss: 0.4572 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0072 loss_cls: 0.0911 acc: 96.9971 loss_bbox: 0.1167 loss_mask: 0.2351 2022/11/01 13:43:01 - mmengine - INFO - Epoch(train) [47][120/125] lr: 2.0000e-02 eta: 1:45:49 time: 0.4858 data_time: 0.1456 memory: 9913 loss: 0.4461 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0082 loss_cls: 0.0925 acc: 96.1670 loss_bbox: 0.1111 loss_mask: 0.2262 2022/11/01 13:43:02 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:43:02 - mmengine - INFO - Epoch(train) [47][125/125] lr: 2.0000e-02 eta: 1:45:49 time: 0.3985 data_time: 0.0658 memory: 9049 loss: 0.4133 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0055 loss_cls: 0.0843 acc: 97.5830 loss_bbox: 0.0944 loss_mask: 0.2224 2022/11/01 13:43:05 - mmengine - INFO - Epoch(train) [48][5/125] lr: 2.0000e-02 eta: 1:45:49 time: 0.4170 data_time: 0.1217 memory: 8967 loss: 0.4349 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0050 loss_cls: 0.0848 acc: 95.9717 loss_bbox: 0.0963 loss_mask: 0.2420 2022/11/01 13:43:07 - mmengine - INFO - Epoch(train) [48][10/125] lr: 2.0000e-02 eta: 1:45:33 time: 0.4453 data_time: 0.1549 memory: 9170 loss: 0.4445 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0056 loss_cls: 0.0856 acc: 97.1191 loss_bbox: 0.1004 loss_mask: 0.2461 2022/11/01 13:43:09 - mmengine - INFO - Epoch(train) [48][15/125] lr: 2.0000e-02 eta: 1:45:33 time: 0.3720 data_time: 0.0848 memory: 9298 loss: 0.4320 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0063 loss_cls: 0.0845 acc: 96.0938 loss_bbox: 0.1058 loss_mask: 0.2286 2022/11/01 13:43:11 - mmengine - INFO - Epoch(train) [48][20/125] lr: 2.0000e-02 eta: 1:45:26 time: 0.3788 data_time: 0.0901 memory: 8927 loss: 0.4096 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0059 loss_cls: 0.0741 acc: 96.7041 loss_bbox: 0.0974 loss_mask: 0.2240 2022/11/01 13:43:13 - mmengine - INFO - Epoch(train) [48][25/125] lr: 2.0000e-02 eta: 1:45:26 time: 0.4019 data_time: 0.1118 memory: 8918 loss: 0.3950 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0044 loss_cls: 0.0574 acc: 99.2188 loss_bbox: 0.0713 loss_mask: 0.2547 2022/11/01 13:43:15 - mmengine - INFO - Epoch(train) [48][30/125] lr: 2.0000e-02 eta: 1:45:19 time: 0.3926 data_time: 0.0970 memory: 8908 loss: 0.3851 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0042 loss_cls: 0.0526 acc: 97.1680 loss_bbox: 0.0649 loss_mask: 0.2580 2022/11/01 13:43:17 - mmengine - INFO - Epoch(train) [48][35/125] lr: 2.0000e-02 eta: 1:45:19 time: 0.3940 data_time: 0.0920 memory: 8957 loss: 0.3820 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0040 loss_cls: 0.0566 acc: 97.2900 loss_bbox: 0.0700 loss_mask: 0.2470 2022/11/01 13:43:19 - mmengine - INFO - Epoch(train) [48][40/125] lr: 2.0000e-02 eta: 1:45:12 time: 0.3971 data_time: 0.0953 memory: 9324 loss: 0.4042 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0049 loss_cls: 0.0681 acc: 98.3398 loss_bbox: 0.0860 loss_mask: 0.2385 2022/11/01 13:43:21 - mmengine - INFO - Epoch(train) [48][45/125] lr: 2.0000e-02 eta: 1:45:12 time: 0.3937 data_time: 0.0946 memory: 8904 loss: 0.4142 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0045 loss_cls: 0.0665 acc: 96.6797 loss_bbox: 0.0837 loss_mask: 0.2510 2022/11/01 13:43:23 - mmengine - INFO - Epoch(train) [48][50/125] lr: 2.0000e-02 eta: 1:45:06 time: 0.4051 data_time: 0.1054 memory: 9206 loss: 0.4204 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0047 loss_cls: 0.0648 acc: 95.9473 loss_bbox: 0.0771 loss_mask: 0.2640 2022/11/01 13:43:25 - mmengine - INFO - Epoch(train) [48][55/125] lr: 2.0000e-02 eta: 1:45:06 time: 0.4061 data_time: 0.1002 memory: 8882 loss: 0.4455 loss_rpn_cls: 0.0116 loss_rpn_bbox: 0.0055 loss_cls: 0.0770 acc: 96.8018 loss_bbox: 0.0876 loss_mask: 0.2638 2022/11/01 13:43:27 - mmengine - INFO - Epoch(train) [48][60/125] lr: 2.0000e-02 eta: 1:45:02 time: 0.4525 data_time: 0.1114 memory: 9380 loss: 0.4543 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0051 loss_cls: 0.0888 acc: 92.9932 loss_bbox: 0.0943 loss_mask: 0.2566 2022/11/01 13:43:29 - mmengine - INFO - Epoch(train) [48][65/125] lr: 2.0000e-02 eta: 1:45:02 time: 0.4762 data_time: 0.1371 memory: 9056 loss: 0.4417 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0057 loss_cls: 0.0851 acc: 97.0703 loss_bbox: 0.1026 loss_mask: 0.2418 2022/11/01 13:43:32 - mmengine - INFO - Epoch(train) [48][70/125] lr: 2.0000e-02 eta: 1:44:58 time: 0.4579 data_time: 0.1292 memory: 9242 loss: 0.4265 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0060 loss_cls: 0.0767 acc: 97.0947 loss_bbox: 0.1058 loss_mask: 0.2316 2022/11/01 13:43:34 - mmengine - INFO - Epoch(train) [48][75/125] lr: 2.0000e-02 eta: 1:44:58 time: 0.4483 data_time: 0.1064 memory: 9147 loss: 0.4113 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0053 loss_cls: 0.0824 acc: 97.7295 loss_bbox: 0.1008 loss_mask: 0.2156 2022/11/01 13:43:36 - mmengine - INFO - Epoch(train) [48][80/125] lr: 2.0000e-02 eta: 1:44:53 time: 0.4538 data_time: 0.1349 memory: 9259 loss: 0.4103 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0055 loss_cls: 0.0790 acc: 97.8516 loss_bbox: 0.0939 loss_mask: 0.2240 2022/11/01 13:43:39 - mmengine - INFO - Epoch(train) [48][85/125] lr: 2.0000e-02 eta: 1:44:53 time: 0.5238 data_time: 0.2037 memory: 9376 loss: 0.4442 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0069 loss_cls: 0.0841 acc: 96.8994 loss_bbox: 0.1031 loss_mask: 0.2408 2022/11/01 13:43:42 - mmengine - INFO - Epoch(train) [48][90/125] lr: 2.0000e-02 eta: 1:44:53 time: 0.5452 data_time: 0.1824 memory: 10718 loss: 0.5006 loss_rpn_cls: 0.0125 loss_rpn_bbox: 0.0084 loss_cls: 0.1040 acc: 97.4609 loss_bbox: 0.1306 loss_mask: 0.2451 2022/11/01 13:43:44 - mmengine - INFO - Epoch(train) [48][95/125] lr: 2.0000e-02 eta: 1:44:53 time: 0.4590 data_time: 0.1039 memory: 10385 loss: 0.4623 loss_rpn_cls: 0.0123 loss_rpn_bbox: 0.0069 loss_cls: 0.0933 acc: 98.5107 loss_bbox: 0.1201 loss_mask: 0.2298 2022/11/01 13:43:46 - mmengine - INFO - Epoch(train) [48][100/125] lr: 2.0000e-02 eta: 1:44:47 time: 0.4119 data_time: 0.0917 memory: 9539 loss: 0.4030 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0043 loss_cls: 0.0748 acc: 98.9258 loss_bbox: 0.0937 loss_mask: 0.2221 2022/11/01 13:43:48 - mmengine - INFO - Epoch(train) [48][105/125] lr: 2.0000e-02 eta: 1:44:47 time: 0.4367 data_time: 0.1173 memory: 8918 loss: 0.3915 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0035 loss_cls: 0.0636 acc: 97.6807 loss_bbox: 0.0854 loss_mask: 0.2342 2022/11/01 13:43:50 - mmengine - INFO - Epoch(train) [48][110/125] lr: 2.0000e-02 eta: 1:44:41 time: 0.4122 data_time: 0.1115 memory: 8895 loss: 0.3976 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0038 loss_cls: 0.0613 acc: 97.2656 loss_bbox: 0.0868 loss_mask: 0.2412 2022/11/01 13:43:52 - mmengine - INFO - Epoch(train) [48][115/125] lr: 2.0000e-02 eta: 1:44:41 time: 0.4085 data_time: 0.1250 memory: 8981 loss: 0.4031 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0037 loss_cls: 0.0649 acc: 97.4609 loss_bbox: 0.0852 loss_mask: 0.2435 2022/11/01 13:43:55 - mmengine - INFO - Epoch(train) [48][120/125] lr: 2.0000e-02 eta: 1:44:37 time: 0.4723 data_time: 0.1324 memory: 10297 loss: 0.4314 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0051 loss_cls: 0.0794 acc: 94.1895 loss_bbox: 0.1050 loss_mask: 0.2351 2022/11/01 13:43:56 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:43:56 - mmengine - INFO - Epoch(train) [48][125/125] lr: 2.0000e-02 eta: 1:44:37 time: 0.4152 data_time: 0.0717 memory: 9173 loss: 0.4343 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0055 loss_cls: 0.0839 acc: 97.4854 loss_bbox: 0.1075 loss_mask: 0.2305 2022/11/01 13:43:59 - mmengine - INFO - Epoch(train) [49][5/125] lr: 2.0000e-02 eta: 1:44:37 time: 0.3939 data_time: 0.0966 memory: 9549 loss: 0.4296 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0045 loss_cls: 0.0765 acc: 96.1914 loss_bbox: 0.0957 loss_mask: 0.2456 2022/11/01 13:44:01 - mmengine - INFO - Epoch(train) [49][10/125] lr: 2.0000e-02 eta: 1:44:22 time: 0.4530 data_time: 0.1585 memory: 8924 loss: 0.4355 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0052 loss_cls: 0.0744 acc: 97.4121 loss_bbox: 0.1007 loss_mask: 0.2472 2022/11/01 13:44:03 - mmengine - INFO - Epoch(train) [49][15/125] lr: 2.0000e-02 eta: 1:44:22 time: 0.4285 data_time: 0.1399 memory: 9069 loss: 0.4240 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0050 loss_cls: 0.0727 acc: 97.5830 loss_bbox: 0.0982 loss_mask: 0.2402 2022/11/01 13:44:05 - mmengine - INFO - Epoch(train) [49][20/125] lr: 2.0000e-02 eta: 1:44:16 time: 0.4210 data_time: 0.1125 memory: 9301 loss: 0.4438 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0055 loss_cls: 0.0845 acc: 96.8750 loss_bbox: 0.1113 loss_mask: 0.2344 2022/11/01 13:44:07 - mmengine - INFO - Epoch(train) [49][25/125] lr: 2.0000e-02 eta: 1:44:16 time: 0.4149 data_time: 0.0927 memory: 9206 loss: 0.4484 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0057 loss_cls: 0.0847 acc: 95.3857 loss_bbox: 0.1067 loss_mask: 0.2441 2022/11/01 13:44:09 - mmengine - INFO - Epoch(train) [49][30/125] lr: 2.0000e-02 eta: 1:44:11 time: 0.4323 data_time: 0.1004 memory: 8770 loss: 0.4005 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0046 loss_cls: 0.0690 acc: 97.8516 loss_bbox: 0.0846 loss_mask: 0.2355 2022/11/01 13:44:11 - mmengine - INFO - Epoch(train) [49][35/125] lr: 2.0000e-02 eta: 1:44:11 time: 0.4369 data_time: 0.1174 memory: 9294 loss: 0.3959 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0045 loss_cls: 0.0686 acc: 95.0684 loss_bbox: 0.0823 loss_mask: 0.2337 2022/11/01 13:44:14 - mmengine - INFO - Epoch(train) [49][40/125] lr: 2.0000e-02 eta: 1:44:05 time: 0.4090 data_time: 0.1178 memory: 8927 loss: 0.4014 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0043 loss_cls: 0.0678 acc: 97.9980 loss_bbox: 0.0821 loss_mask: 0.2409 2022/11/01 13:44:15 - mmengine - INFO - Epoch(train) [49][45/125] lr: 2.0000e-02 eta: 1:44:05 time: 0.3990 data_time: 0.1030 memory: 9327 loss: 0.4467 loss_rpn_cls: 0.0118 loss_rpn_bbox: 0.0048 loss_cls: 0.0819 acc: 97.6562 loss_bbox: 0.0968 loss_mask: 0.2514 2022/11/01 13:44:18 - mmengine - INFO - Epoch(train) [49][50/125] lr: 2.0000e-02 eta: 1:44:01 time: 0.4366 data_time: 0.1290 memory: 9056 loss: 0.4689 loss_rpn_cls: 0.0130 loss_rpn_bbox: 0.0057 loss_cls: 0.0941 acc: 96.3135 loss_bbox: 0.1055 loss_mask: 0.2506 2022/11/01 13:44:20 - mmengine - INFO - Epoch(train) [49][55/125] lr: 2.0000e-02 eta: 1:44:01 time: 0.4317 data_time: 0.1318 memory: 9295 loss: 0.4044 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0052 loss_cls: 0.0759 acc: 96.8262 loss_bbox: 0.0874 loss_mask: 0.2276 2022/11/01 13:44:22 - mmengine - INFO - Epoch(train) [49][60/125] lr: 2.0000e-02 eta: 1:43:54 time: 0.3939 data_time: 0.0994 memory: 9520 loss: 0.4272 loss_rpn_cls: 0.0115 loss_rpn_bbox: 0.0058 loss_cls: 0.0781 acc: 98.0957 loss_bbox: 0.0929 loss_mask: 0.2390 2022/11/01 13:44:24 - mmengine - INFO - Epoch(train) [49][65/125] lr: 2.0000e-02 eta: 1:43:54 time: 0.3991 data_time: 0.1029 memory: 9134 loss: 0.4393 loss_rpn_cls: 0.0119 loss_rpn_bbox: 0.0059 loss_cls: 0.0800 acc: 97.2412 loss_bbox: 0.0994 loss_mask: 0.2420 2022/11/01 13:44:26 - mmengine - INFO - Epoch(train) [49][70/125] lr: 2.0000e-02 eta: 1:43:48 time: 0.4083 data_time: 0.1193 memory: 9173 loss: 0.4169 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0048 loss_cls: 0.0822 acc: 95.2637 loss_bbox: 0.0949 loss_mask: 0.2271 2022/11/01 13:44:28 - mmengine - INFO - Epoch(train) [49][75/125] lr: 2.0000e-02 eta: 1:43:48 time: 0.4090 data_time: 0.1255 memory: 8947 loss: 0.3956 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0035 loss_cls: 0.0759 acc: 98.3887 loss_bbox: 0.0858 loss_mask: 0.2243 2022/11/01 13:44:30 - mmengine - INFO - Epoch(train) [49][80/125] lr: 2.0000e-02 eta: 1:43:41 time: 0.3855 data_time: 0.0976 memory: 9683 loss: 0.4287 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0044 loss_cls: 0.0839 acc: 97.1680 loss_bbox: 0.1028 loss_mask: 0.2300 2022/11/01 13:44:32 - mmengine - INFO - Epoch(train) [49][85/125] lr: 2.0000e-02 eta: 1:43:41 time: 0.3794 data_time: 0.0913 memory: 9232 loss: 0.4405 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0046 loss_cls: 0.0870 acc: 99.6094 loss_bbox: 0.1018 loss_mask: 0.2396 2022/11/01 13:44:34 - mmengine - INFO - Epoch(train) [49][90/125] lr: 2.0000e-02 eta: 1:43:35 time: 0.4139 data_time: 0.1342 memory: 8924 loss: 0.3871 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0036 loss_cls: 0.0708 acc: 97.3389 loss_bbox: 0.0809 loss_mask: 0.2272 2022/11/01 13:44:36 - mmengine - INFO - Epoch(train) [49][95/125] lr: 2.0000e-02 eta: 1:43:35 time: 0.4457 data_time: 0.1380 memory: 10537 loss: 0.3899 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0049 loss_cls: 0.0761 acc: 99.4141 loss_bbox: 0.0952 loss_mask: 0.2084 2022/11/01 13:44:38 - mmengine - INFO - Epoch(train) [49][100/125] lr: 2.0000e-02 eta: 1:43:29 time: 0.4097 data_time: 0.0944 memory: 9455 loss: 0.4241 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0061 loss_cls: 0.0864 acc: 98.2666 loss_bbox: 0.1065 loss_mask: 0.2184 2022/11/01 13:44:40 - mmengine - INFO - Epoch(train) [49][105/125] lr: 2.0000e-02 eta: 1:43:29 time: 0.3765 data_time: 0.0868 memory: 9000 loss: 0.4561 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0056 loss_cls: 0.0908 acc: 95.2393 loss_bbox: 0.1018 loss_mask: 0.2495 2022/11/01 13:44:42 - mmengine - INFO - Epoch(train) [49][110/125] lr: 2.0000e-02 eta: 1:43:23 time: 0.3869 data_time: 0.0946 memory: 9301 loss: 0.4454 loss_rpn_cls: 0.0105 loss_rpn_bbox: 0.0053 loss_cls: 0.0842 acc: 96.8994 loss_bbox: 0.0945 loss_mask: 0.2508 2022/11/01 13:44:44 - mmengine - INFO - Epoch(train) [49][115/125] lr: 2.0000e-02 eta: 1:43:23 time: 0.3843 data_time: 0.0918 memory: 8872 loss: 0.3983 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0052 loss_cls: 0.0706 acc: 97.7539 loss_bbox: 0.0824 loss_mask: 0.2309 2022/11/01 13:44:46 - mmengine - INFO - Epoch(train) [49][120/125] lr: 2.0000e-02 eta: 1:43:16 time: 0.3824 data_time: 0.0863 memory: 8849 loss: 0.4059 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0049 loss_cls: 0.0637 acc: 98.6328 loss_bbox: 0.0762 loss_mask: 0.2533 2022/11/01 13:44:48 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:44:48 - mmengine - INFO - Epoch(train) [49][125/125] lr: 2.0000e-02 eta: 1:43:16 time: 0.3854 data_time: 0.0641 memory: 9170 loss: 0.4202 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0046 loss_cls: 0.0664 acc: 97.6318 loss_bbox: 0.0833 loss_mask: 0.2593 2022/11/01 13:44:50 - mmengine - INFO - Epoch(train) [50][5/125] lr: 2.0000e-02 eta: 1:43:16 time: 0.4646 data_time: 0.1397 memory: 9160 loss: 0.4228 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0050 loss_cls: 0.0771 acc: 95.3613 loss_bbox: 0.0939 loss_mask: 0.2403 2022/11/01 13:44:52 - mmengine - INFO - Epoch(train) [50][10/125] lr: 2.0000e-02 eta: 1:43:02 time: 0.4852 data_time: 0.1550 memory: 9160 loss: 0.4294 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0055 loss_cls: 0.0818 acc: 96.3867 loss_bbox: 0.0965 loss_mask: 0.2376 2022/11/01 13:44:54 - mmengine - INFO - Epoch(train) [50][15/125] lr: 2.0000e-02 eta: 1:43:02 time: 0.4058 data_time: 0.0772 memory: 9128 loss: 0.4254 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0049 loss_cls: 0.0762 acc: 96.3623 loss_bbox: 0.0953 loss_mask: 0.2407 2022/11/01 13:44:56 - mmengine - INFO - Epoch(train) [50][20/125] lr: 2.0000e-02 eta: 1:42:55 time: 0.3908 data_time: 0.0858 memory: 9043 loss: 0.3994 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0037 loss_cls: 0.0729 acc: 96.6064 loss_bbox: 0.0857 loss_mask: 0.2297 2022/11/01 13:44:59 - mmengine - INFO - Epoch(train) [50][25/125] lr: 2.0000e-02 eta: 1:42:55 time: 0.4313 data_time: 0.1376 memory: 9079 loss: 0.3763 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0036 loss_cls: 0.0687 acc: 96.9482 loss_bbox: 0.0794 loss_mask: 0.2181 2022/11/01 13:45:01 - mmengine - INFO - Epoch(train) [50][30/125] lr: 2.0000e-02 eta: 1:42:51 time: 0.4454 data_time: 0.1388 memory: 10274 loss: 0.3856 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0044 loss_cls: 0.0732 acc: 97.7051 loss_bbox: 0.0870 loss_mask: 0.2144 2022/11/01 13:45:03 - mmengine - INFO - Epoch(train) [50][35/125] lr: 2.0000e-02 eta: 1:42:51 time: 0.4056 data_time: 0.0944 memory: 9092 loss: 0.3872 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0054 loss_cls: 0.0736 acc: 97.4854 loss_bbox: 0.0910 loss_mask: 0.2109 2022/11/01 13:45:05 - mmengine - INFO - Epoch(train) [50][40/125] lr: 2.0000e-02 eta: 1:42:45 time: 0.3977 data_time: 0.0965 memory: 9026 loss: 0.4114 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0058 loss_cls: 0.0731 acc: 97.3633 loss_bbox: 0.0985 loss_mask: 0.2268 2022/11/01 13:45:07 - mmengine - INFO - Epoch(train) [50][45/125] lr: 2.0000e-02 eta: 1:42:45 time: 0.4063 data_time: 0.1108 memory: 9370 loss: 0.4350 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0048 loss_cls: 0.0763 acc: 97.8516 loss_bbox: 0.0978 loss_mask: 0.2486 2022/11/01 13:45:09 - mmengine - INFO - Epoch(train) [50][50/125] lr: 2.0000e-02 eta: 1:42:38 time: 0.3836 data_time: 0.0999 memory: 8950 loss: 0.4162 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0035 loss_cls: 0.0694 acc: 98.4863 loss_bbox: 0.0864 loss_mask: 0.2507 2022/11/01 13:45:10 - mmengine - INFO - Epoch(train) [50][55/125] lr: 2.0000e-02 eta: 1:42:38 time: 0.3581 data_time: 0.0709 memory: 9285 loss: 0.4090 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0041 loss_cls: 0.0755 acc: 97.0947 loss_bbox: 0.0904 loss_mask: 0.2327 2022/11/01 13:45:13 - mmengine - INFO - Epoch(train) [50][60/125] lr: 2.0000e-02 eta: 1:42:31 time: 0.3893 data_time: 0.0961 memory: 9020 loss: 0.4013 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0045 loss_cls: 0.0767 acc: 96.8262 loss_bbox: 0.0895 loss_mask: 0.2256 2022/11/01 13:45:15 - mmengine - INFO - Epoch(train) [50][65/125] lr: 2.0000e-02 eta: 1:42:31 time: 0.4151 data_time: 0.1270 memory: 9043 loss: 0.3939 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0045 loss_cls: 0.0728 acc: 98.7793 loss_bbox: 0.0877 loss_mask: 0.2224 2022/11/01 13:45:16 - mmengine - INFO - Epoch(train) [50][70/125] lr: 2.0000e-02 eta: 1:42:25 time: 0.3814 data_time: 0.0989 memory: 9232 loss: 0.4029 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0050 loss_cls: 0.0809 acc: 96.2891 loss_bbox: 0.0919 loss_mask: 0.2170 2022/11/01 13:45:18 - mmengine - INFO - Epoch(train) [50][75/125] lr: 2.0000e-02 eta: 1:42:25 time: 0.3646 data_time: 0.0797 memory: 8770 loss: 0.3948 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0045 loss_cls: 0.0743 acc: 97.8516 loss_bbox: 0.0785 loss_mask: 0.2302 2022/11/01 13:45:20 - mmengine - INFO - Epoch(train) [50][80/125] lr: 2.0000e-02 eta: 1:42:18 time: 0.4011 data_time: 0.1144 memory: 9085 loss: 0.4116 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0042 loss_cls: 0.0713 acc: 96.9727 loss_bbox: 0.0811 loss_mask: 0.2469 2022/11/01 13:45:23 - mmengine - INFO - Epoch(train) [50][85/125] lr: 2.0000e-02 eta: 1:42:18 time: 0.4376 data_time: 0.1440 memory: 9232 loss: 0.4548 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0055 loss_cls: 0.0878 acc: 96.2891 loss_bbox: 0.1065 loss_mask: 0.2474 2022/11/01 13:45:25 - mmengine - INFO - Epoch(train) [50][90/125] lr: 2.0000e-02 eta: 1:42:14 time: 0.4580 data_time: 0.1496 memory: 9255 loss: 0.4677 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0061 loss_cls: 0.0895 acc: 96.9971 loss_bbox: 0.1126 loss_mask: 0.2528 2022/11/01 13:45:27 - mmengine - INFO - Epoch(train) [50][95/125] lr: 2.0000e-02 eta: 1:42:14 time: 0.4226 data_time: 0.1228 memory: 9488 loss: 0.4768 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0066 loss_cls: 0.0893 acc: 95.3125 loss_bbox: 0.1156 loss_mask: 0.2564 2022/11/01 13:45:29 - mmengine - INFO - Epoch(train) [50][100/125] lr: 2.0000e-02 eta: 1:42:07 time: 0.3742 data_time: 0.0887 memory: 9105 loss: 0.4593 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0069 loss_cls: 0.0943 acc: 96.2891 loss_bbox: 0.1162 loss_mask: 0.2323 2022/11/01 13:45:31 - mmengine - INFO - Epoch(train) [50][105/125] lr: 2.0000e-02 eta: 1:42:07 time: 0.4028 data_time: 0.1191 memory: 9056 loss: 0.4357 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0055 loss_cls: 0.0841 acc: 96.8506 loss_bbox: 0.1015 loss_mask: 0.2386 2022/11/01 13:45:33 - mmengine - INFO - Epoch(train) [50][110/125] lr: 2.0000e-02 eta: 1:42:02 time: 0.4188 data_time: 0.1244 memory: 9356 loss: 0.4419 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0044 loss_cls: 0.0794 acc: 94.1406 loss_bbox: 0.1027 loss_mask: 0.2503 2022/11/01 13:45:35 - mmengine - INFO - Epoch(train) [50][115/125] lr: 2.0000e-02 eta: 1:42:02 time: 0.4050 data_time: 0.0908 memory: 9157 loss: 0.4592 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0052 loss_cls: 0.0927 acc: 96.2646 loss_bbox: 0.1156 loss_mask: 0.2381 2022/11/01 13:45:37 - mmengine - INFO - Epoch(train) [50][120/125] lr: 2.0000e-02 eta: 1:41:56 time: 0.4025 data_time: 0.0938 memory: 9255 loss: 0.4568 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0057 loss_cls: 0.0866 acc: 97.9736 loss_bbox: 0.1108 loss_mask: 0.2469 2022/11/01 13:45:39 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:45:39 - mmengine - INFO - Epoch(train) [50][125/125] lr: 2.0000e-02 eta: 1:41:56 time: 0.3667 data_time: 0.0674 memory: 9232 loss: 0.4215 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0045 loss_cls: 0.0749 acc: 97.8516 loss_bbox: 0.1015 loss_mask: 0.2357 2022/11/01 13:45:41 - mmengine - INFO - Epoch(train) [51][5/125] lr: 2.0000e-02 eta: 1:41:56 time: 0.4439 data_time: 0.1283 memory: 9958 loss: 0.3947 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0041 loss_cls: 0.0694 acc: 96.5820 loss_bbox: 0.0939 loss_mask: 0.2229 2022/11/01 13:45:43 - mmengine - INFO - Epoch(train) [51][10/125] lr: 2.0000e-02 eta: 1:41:41 time: 0.4519 data_time: 0.1388 memory: 9272 loss: 0.4174 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0048 loss_cls: 0.0743 acc: 96.2158 loss_bbox: 0.0922 loss_mask: 0.2413 2022/11/01 13:45:45 - mmengine - INFO - Epoch(train) [51][15/125] lr: 2.0000e-02 eta: 1:41:41 time: 0.3502 data_time: 0.0590 memory: 9124 loss: 0.4158 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0044 loss_cls: 0.0746 acc: 98.0469 loss_bbox: 0.0880 loss_mask: 0.2426 2022/11/01 13:45:47 - mmengine - INFO - Epoch(train) [51][20/125] lr: 2.0000e-02 eta: 1:41:34 time: 0.3741 data_time: 0.0809 memory: 9167 loss: 0.3899 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0038 loss_cls: 0.0629 acc: 98.4375 loss_bbox: 0.0798 loss_mask: 0.2381 2022/11/01 13:45:49 - mmengine - INFO - Epoch(train) [51][25/125] lr: 2.0000e-02 eta: 1:41:34 time: 0.4572 data_time: 0.1549 memory: 9236 loss: 0.4116 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0044 loss_cls: 0.0726 acc: 96.2402 loss_bbox: 0.0873 loss_mask: 0.2420 2022/11/01 13:45:52 - mmengine - INFO - Epoch(train) [51][30/125] lr: 2.0000e-02 eta: 1:41:31 time: 0.4836 data_time: 0.1713 memory: 9343 loss: 0.4288 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0044 loss_cls: 0.0808 acc: 95.8984 loss_bbox: 0.0938 loss_mask: 0.2433 2022/11/01 13:45:54 - mmengine - INFO - Epoch(train) [51][35/125] lr: 2.0000e-02 eta: 1:41:31 time: 0.4215 data_time: 0.1051 memory: 9353 loss: 0.4475 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0059 loss_cls: 0.0950 acc: 97.4365 loss_bbox: 0.1082 loss_mask: 0.2316 2022/11/01 13:45:56 - mmengine - INFO - Epoch(train) [51][40/125] lr: 2.0000e-02 eta: 1:41:26 time: 0.4024 data_time: 0.0936 memory: 8950 loss: 0.4519 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0063 loss_cls: 0.0914 acc: 96.1914 loss_bbox: 0.1096 loss_mask: 0.2382 2022/11/01 13:45:58 - mmengine - INFO - Epoch(train) [51][45/125] lr: 2.0000e-02 eta: 1:41:26 time: 0.4474 data_time: 0.1351 memory: 9141 loss: 0.4249 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0049 loss_cls: 0.0741 acc: 97.4365 loss_bbox: 0.0920 loss_mask: 0.2456 2022/11/01 13:46:00 - mmengine - INFO - Epoch(train) [51][50/125] lr: 2.0000e-02 eta: 1:41:21 time: 0.4326 data_time: 0.1160 memory: 9095 loss: 0.4167 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0054 loss_cls: 0.0768 acc: 95.0439 loss_bbox: 0.0891 loss_mask: 0.2372 2022/11/01 13:46:02 - mmengine - INFO - Epoch(train) [51][55/125] lr: 2.0000e-02 eta: 1:41:21 time: 0.4369 data_time: 0.1081 memory: 8888 loss: 0.3891 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0056 loss_cls: 0.0670 acc: 97.1680 loss_bbox: 0.0762 loss_mask: 0.2318 2022/11/01 13:46:05 - mmengine - INFO - Epoch(train) [51][60/125] lr: 2.0000e-02 eta: 1:41:18 time: 0.4821 data_time: 0.1644 memory: 9278 loss: 0.3850 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0056 loss_cls: 0.0636 acc: 96.8750 loss_bbox: 0.0741 loss_mask: 0.2330 2022/11/01 13:46:07 - mmengine - INFO - Epoch(train) [51][65/125] lr: 2.0000e-02 eta: 1:41:18 time: 0.4616 data_time: 0.1633 memory: 9111 loss: 0.4419 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0063 loss_cls: 0.0815 acc: 97.8027 loss_bbox: 0.1000 loss_mask: 0.2468 2022/11/01 13:46:09 - mmengine - INFO - Epoch(train) [51][70/125] lr: 2.0000e-02 eta: 1:41:12 time: 0.4214 data_time: 0.1180 memory: 9158 loss: 0.4515 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0061 loss_cls: 0.0898 acc: 96.5332 loss_bbox: 0.1074 loss_mask: 0.2411 2022/11/01 13:46:11 - mmengine - INFO - Epoch(train) [51][75/125] lr: 2.0000e-02 eta: 1:41:12 time: 0.3923 data_time: 0.0856 memory: 9196 loss: 0.4372 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0051 loss_cls: 0.0875 acc: 97.6074 loss_bbox: 0.0994 loss_mask: 0.2374 2022/11/01 13:46:13 - mmengine - INFO - Epoch(train) [51][80/125] lr: 2.0000e-02 eta: 1:41:06 time: 0.3798 data_time: 0.0777 memory: 8994 loss: 0.3995 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0040 loss_cls: 0.0738 acc: 97.7295 loss_bbox: 0.0878 loss_mask: 0.2263 2022/11/01 13:46:15 - mmengine - INFO - Epoch(train) [51][85/125] lr: 2.0000e-02 eta: 1:41:06 time: 0.3983 data_time: 0.0952 memory: 9389 loss: 0.3888 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0042 loss_cls: 0.0659 acc: 98.0225 loss_bbox: 0.0884 loss_mask: 0.2234 2022/11/01 13:46:17 - mmengine - INFO - Epoch(train) [51][90/125] lr: 2.0000e-02 eta: 1:40:59 time: 0.3946 data_time: 0.0911 memory: 9059 loss: 0.4149 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0045 loss_cls: 0.0721 acc: 97.0459 loss_bbox: 0.0965 loss_mask: 0.2358 2022/11/01 13:46:19 - mmengine - INFO - Epoch(train) [51][95/125] lr: 2.0000e-02 eta: 1:40:59 time: 0.3656 data_time: 0.0781 memory: 8790 loss: 0.3912 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0035 loss_cls: 0.0654 acc: 98.1201 loss_bbox: 0.0838 loss_mask: 0.2347 2022/11/01 13:46:21 - mmengine - INFO - Epoch(train) [51][100/125] lr: 2.0000e-02 eta: 1:40:53 time: 0.3817 data_time: 0.0867 memory: 9160 loss: 0.4102 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0043 loss_cls: 0.0748 acc: 95.9229 loss_bbox: 0.0875 loss_mask: 0.2366 2022/11/01 13:46:23 - mmengine - INFO - Epoch(train) [51][105/125] lr: 2.0000e-02 eta: 1:40:53 time: 0.4260 data_time: 0.1289 memory: 8927 loss: 0.4359 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0045 loss_cls: 0.0873 acc: 96.2646 loss_bbox: 0.0967 loss_mask: 0.2394 2022/11/01 13:46:25 - mmengine - INFO - Epoch(train) [51][110/125] lr: 2.0000e-02 eta: 1:40:48 time: 0.4378 data_time: 0.1411 memory: 9105 loss: 0.4146 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0038 loss_cls: 0.0784 acc: 98.0957 loss_bbox: 0.0898 loss_mask: 0.2377 2022/11/01 13:46:27 - mmengine - INFO - Epoch(train) [51][115/125] lr: 2.0000e-02 eta: 1:40:48 time: 0.4206 data_time: 0.1059 memory: 9363 loss: 0.4068 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0047 loss_cls: 0.0794 acc: 97.0215 loss_bbox: 0.0943 loss_mask: 0.2230 2022/11/01 13:46:29 - mmengine - INFO - Epoch(train) [51][120/125] lr: 2.0000e-02 eta: 1:40:43 time: 0.4175 data_time: 0.0968 memory: 9555 loss: 0.4406 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0057 loss_cls: 0.0861 acc: 97.7295 loss_bbox: 0.1117 loss_mask: 0.2291 2022/11/01 13:46:31 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:46:31 - mmengine - INFO - Epoch(train) [51][125/125] lr: 2.0000e-02 eta: 1:40:43 time: 0.3830 data_time: 0.0583 memory: 8901 loss: 0.4581 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0051 loss_cls: 0.0867 acc: 95.9717 loss_bbox: 0.1075 loss_mask: 0.2518 2022/11/01 13:46:33 - mmengine - INFO - Epoch(train) [52][5/125] lr: 2.0000e-02 eta: 1:40:43 time: 0.4262 data_time: 0.1091 memory: 9360 loss: 0.4609 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0049 loss_cls: 0.0963 acc: 95.7275 loss_bbox: 0.1100 loss_mask: 0.2454 2022/11/01 13:46:35 - mmengine - INFO - Epoch(train) [52][10/125] lr: 2.0000e-02 eta: 1:40:28 time: 0.4374 data_time: 0.1449 memory: 9367 loss: 0.4638 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0051 loss_cls: 0.0964 acc: 99.0234 loss_bbox: 0.1086 loss_mask: 0.2467 2022/11/01 13:46:37 - mmengine - INFO - Epoch(train) [52][15/125] lr: 2.0000e-02 eta: 1:40:28 time: 0.3697 data_time: 0.0813 memory: 9265 loss: 0.4213 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0042 loss_cls: 0.0763 acc: 98.2178 loss_bbox: 0.0822 loss_mask: 0.2500 2022/11/01 13:46:39 - mmengine - INFO - Epoch(train) [52][20/125] lr: 2.0000e-02 eta: 1:40:22 time: 0.3874 data_time: 0.0937 memory: 9039 loss: 0.3780 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0035 loss_cls: 0.0664 acc: 96.2891 loss_bbox: 0.0744 loss_mask: 0.2276 2022/11/01 13:46:42 - mmengine - INFO - Epoch(train) [52][25/125] lr: 2.0000e-02 eta: 1:40:22 time: 0.4493 data_time: 0.1338 memory: 8957 loss: 0.4050 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0042 loss_cls: 0.0763 acc: 96.8018 loss_bbox: 0.0835 loss_mask: 0.2341 2022/11/01 13:46:44 - mmengine - INFO - Epoch(train) [52][30/125] lr: 2.0000e-02 eta: 1:40:18 time: 0.4510 data_time: 0.1273 memory: 9317 loss: 0.4354 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0050 loss_cls: 0.0825 acc: 98.8037 loss_bbox: 0.0917 loss_mask: 0.2474 2022/11/01 13:46:46 - mmengine - INFO - Epoch(train) [52][35/125] lr: 2.0000e-02 eta: 1:40:18 time: 0.4266 data_time: 0.1261 memory: 9327 loss: 0.4139 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0056 loss_cls: 0.0787 acc: 96.8506 loss_bbox: 0.0936 loss_mask: 0.2270 2022/11/01 13:46:48 - mmengine - INFO - Epoch(train) [52][40/125] lr: 2.0000e-02 eta: 1:40:14 time: 0.4541 data_time: 0.1544 memory: 9357 loss: 0.4296 loss_rpn_cls: 0.0112 loss_rpn_bbox: 0.0078 loss_cls: 0.0864 acc: 95.1660 loss_bbox: 0.1031 loss_mask: 0.2211 2022/11/01 13:46:50 - mmengine - INFO - Epoch(train) [52][45/125] lr: 2.0000e-02 eta: 1:40:14 time: 0.4540 data_time: 0.1350 memory: 10067 loss: 0.4243 loss_rpn_cls: 0.0107 loss_rpn_bbox: 0.0071 loss_cls: 0.0809 acc: 98.2422 loss_bbox: 0.0951 loss_mask: 0.2305 2022/11/01 13:46:52 - mmengine - INFO - Epoch(train) [52][50/125] lr: 2.0000e-02 eta: 1:40:08 time: 0.4136 data_time: 0.1038 memory: 9193 loss: 0.3757 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0042 loss_cls: 0.0624 acc: 98.8525 loss_bbox: 0.0776 loss_mask: 0.2250 2022/11/01 13:46:54 - mmengine - INFO - Epoch(train) [52][55/125] lr: 2.0000e-02 eta: 1:40:08 time: 0.4014 data_time: 0.0993 memory: 10196 loss: 0.4089 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0044 loss_cls: 0.0756 acc: 97.8516 loss_bbox: 0.0947 loss_mask: 0.2286 2022/11/01 13:46:56 - mmengine - INFO - Epoch(train) [52][60/125] lr: 2.0000e-02 eta: 1:40:02 time: 0.3777 data_time: 0.0808 memory: 8967 loss: 0.4123 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0045 loss_cls: 0.0765 acc: 98.4375 loss_bbox: 0.0936 loss_mask: 0.2323 2022/11/01 13:46:58 - mmengine - INFO - Epoch(train) [52][65/125] lr: 2.0000e-02 eta: 1:40:02 time: 0.3886 data_time: 0.0929 memory: 10200 loss: 0.3841 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0037 loss_cls: 0.0632 acc: 94.0674 loss_bbox: 0.0858 loss_mask: 0.2272 2022/11/01 13:47:00 - mmengine - INFO - Epoch(train) [52][70/125] lr: 2.0000e-02 eta: 1:39:56 time: 0.4212 data_time: 0.1030 memory: 10236 loss: 0.4041 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0046 loss_cls: 0.0742 acc: 94.9463 loss_bbox: 0.0969 loss_mask: 0.2219 2022/11/01 13:47:02 - mmengine - INFO - Epoch(train) [52][75/125] lr: 2.0000e-02 eta: 1:39:56 time: 0.3999 data_time: 0.0941 memory: 9118 loss: 0.3939 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0049 loss_cls: 0.0770 acc: 98.3643 loss_bbox: 0.0896 loss_mask: 0.2128 2022/11/01 13:47:05 - mmengine - INFO - Epoch(train) [52][80/125] lr: 2.0000e-02 eta: 1:39:52 time: 0.4506 data_time: 0.1483 memory: 9013 loss: 0.4053 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0054 loss_cls: 0.0805 acc: 96.2402 loss_bbox: 0.0858 loss_mask: 0.2246 2022/11/01 13:47:07 - mmengine - INFO - Epoch(train) [52][85/125] lr: 2.0000e-02 eta: 1:39:52 time: 0.4735 data_time: 0.1634 memory: 9134 loss: 0.4057 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0053 loss_cls: 0.0832 acc: 95.4102 loss_bbox: 0.0875 loss_mask: 0.2228 2022/11/01 13:47:09 - mmengine - INFO - Epoch(train) [52][90/125] lr: 2.0000e-02 eta: 1:39:47 time: 0.4034 data_time: 0.1093 memory: 9062 loss: 0.4123 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0045 loss_cls: 0.0801 acc: 98.1689 loss_bbox: 0.0948 loss_mask: 0.2266 2022/11/01 13:47:11 - mmengine - INFO - Epoch(train) [52][95/125] lr: 2.0000e-02 eta: 1:39:47 time: 0.3870 data_time: 0.0940 memory: 9366 loss: 0.4676 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0054 loss_cls: 0.0924 acc: 94.3115 loss_bbox: 0.1103 loss_mask: 0.2510 2022/11/01 13:47:13 - mmengine - INFO - Epoch(train) [52][100/125] lr: 2.0000e-02 eta: 1:39:41 time: 0.4075 data_time: 0.1125 memory: 9291 loss: 0.4602 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0054 loss_cls: 0.0937 acc: 95.6055 loss_bbox: 0.1105 loss_mask: 0.2423 2022/11/01 13:47:15 - mmengine - INFO - Epoch(train) [52][105/125] lr: 2.0000e-02 eta: 1:39:41 time: 0.4007 data_time: 0.1121 memory: 8987 loss: 0.4254 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0047 loss_cls: 0.0837 acc: 96.7773 loss_bbox: 0.0991 loss_mask: 0.2319 2022/11/01 13:47:17 - mmengine - INFO - Epoch(train) [52][110/125] lr: 2.0000e-02 eta: 1:39:35 time: 0.3886 data_time: 0.1031 memory: 8924 loss: 0.3808 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0042 loss_cls: 0.0701 acc: 98.8770 loss_bbox: 0.0834 loss_mask: 0.2169 2022/11/01 13:47:19 - mmengine - INFO - Epoch(train) [52][115/125] lr: 2.0000e-02 eta: 1:39:35 time: 0.3921 data_time: 0.1066 memory: 9343 loss: 0.3992 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0046 loss_cls: 0.0757 acc: 96.5088 loss_bbox: 0.0931 loss_mask: 0.2196 2022/11/01 13:47:21 - mmengine - INFO - Epoch(train) [52][120/125] lr: 2.0000e-02 eta: 1:39:29 time: 0.4018 data_time: 0.1132 memory: 9304 loss: 0.4575 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0055 loss_cls: 0.0869 acc: 96.6309 loss_bbox: 0.1152 loss_mask: 0.2433 2022/11/01 13:47:23 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:47:23 - mmengine - INFO - Epoch(train) [52][125/125] lr: 2.0000e-02 eta: 1:39:29 time: 0.3721 data_time: 0.0883 memory: 9151 loss: 0.4336 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0056 loss_cls: 0.0767 acc: 96.9971 loss_bbox: 0.1041 loss_mask: 0.2383 2022/11/01 13:47:25 - mmengine - INFO - Epoch(train) [53][5/125] lr: 2.0000e-02 eta: 1:39:29 time: 0.4084 data_time: 0.1258 memory: 9549 loss: 0.4303 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0062 loss_cls: 0.0805 acc: 96.3135 loss_bbox: 0.0998 loss_mask: 0.2360 2022/11/01 13:47:27 - mmengine - INFO - Epoch(train) [53][10/125] lr: 2.0000e-02 eta: 1:39:15 time: 0.4362 data_time: 0.1491 memory: 9186 loss: 0.4293 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0057 loss_cls: 0.0821 acc: 97.0947 loss_bbox: 0.1015 loss_mask: 0.2338 2022/11/01 13:47:29 - mmengine - INFO - Epoch(train) [53][15/125] lr: 2.0000e-02 eta: 1:39:15 time: 0.3870 data_time: 0.1041 memory: 9242 loss: 0.3856 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0044 loss_cls: 0.0681 acc: 97.6318 loss_bbox: 0.0891 loss_mask: 0.2177 2022/11/01 13:47:31 - mmengine - INFO - Epoch(train) [53][20/125] lr: 2.0000e-02 eta: 1:39:08 time: 0.3801 data_time: 0.0965 memory: 9249 loss: 0.3800 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0036 loss_cls: 0.0673 acc: 96.8018 loss_bbox: 0.0836 loss_mask: 0.2208 2022/11/01 13:47:33 - mmengine - INFO - Epoch(train) [53][25/125] lr: 2.0000e-02 eta: 1:39:08 time: 0.4189 data_time: 0.1157 memory: 10055 loss: 0.4177 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0051 loss_cls: 0.0860 acc: 93.6768 loss_bbox: 0.1005 loss_mask: 0.2192 2022/11/01 13:47:35 - mmengine - INFO - Epoch(train) [53][30/125] lr: 2.0000e-02 eta: 1:39:03 time: 0.4249 data_time: 0.1222 memory: 9160 loss: 0.4096 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0059 loss_cls: 0.0859 acc: 96.0693 loss_bbox: 0.1023 loss_mask: 0.2083 2022/11/01 13:47:37 - mmengine - INFO - Epoch(train) [53][35/125] lr: 2.0000e-02 eta: 1:39:03 time: 0.3811 data_time: 0.0926 memory: 9049 loss: 0.3744 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0046 loss_cls: 0.0672 acc: 96.6064 loss_bbox: 0.0842 loss_mask: 0.2132 2022/11/01 13:47:39 - mmengine - INFO - Epoch(train) [53][40/125] lr: 2.0000e-02 eta: 1:38:57 time: 0.4026 data_time: 0.0893 memory: 9386 loss: 0.4099 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0050 loss_cls: 0.0719 acc: 96.2646 loss_bbox: 0.0981 loss_mask: 0.2292 2022/11/01 13:47:42 - mmengine - INFO - Epoch(train) [53][45/125] lr: 2.0000e-02 eta: 1:38:57 time: 0.4651 data_time: 0.1323 memory: 9219 loss: 0.4337 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0050 loss_cls: 0.0739 acc: 97.7295 loss_bbox: 0.1006 loss_mask: 0.2493 2022/11/01 13:47:44 - mmengine - INFO - Epoch(train) [53][50/125] lr: 2.0000e-02 eta: 1:38:53 time: 0.4531 data_time: 0.1423 memory: 9167 loss: 0.4045 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0041 loss_cls: 0.0667 acc: 95.6787 loss_bbox: 0.0851 loss_mask: 0.2427 2022/11/01 13:47:46 - mmengine - INFO - Epoch(train) [53][55/125] lr: 2.0000e-02 eta: 1:38:53 time: 0.4003 data_time: 0.1071 memory: 9301 loss: 0.4121 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0047 loss_cls: 0.0780 acc: 95.3613 loss_bbox: 0.0952 loss_mask: 0.2263 2022/11/01 13:47:48 - mmengine - INFO - Epoch(train) [53][60/125] lr: 2.0000e-02 eta: 1:38:48 time: 0.3977 data_time: 0.1106 memory: 9082 loss: 0.4104 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0053 loss_cls: 0.0818 acc: 97.0703 loss_bbox: 0.0987 loss_mask: 0.2172 2022/11/01 13:47:50 - mmengine - INFO - Epoch(train) [53][65/125] lr: 2.0000e-02 eta: 1:38:48 time: 0.4399 data_time: 0.1188 memory: 10071 loss: 0.4051 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0052 loss_cls: 0.0753 acc: 96.7285 loss_bbox: 0.1014 loss_mask: 0.2170 2022/11/01 13:47:52 - mmengine - INFO - Epoch(train) [53][70/125] lr: 2.0000e-02 eta: 1:38:43 time: 0.4304 data_time: 0.1023 memory: 9350 loss: 0.4118 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0056 loss_cls: 0.0715 acc: 95.8740 loss_bbox: 0.0987 loss_mask: 0.2315 2022/11/01 13:47:54 - mmengine - INFO - Epoch(train) [53][75/125] lr: 2.0000e-02 eta: 1:38:43 time: 0.3752 data_time: 0.0860 memory: 8898 loss: 0.4288 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0052 loss_cls: 0.0742 acc: 97.6074 loss_bbox: 0.0879 loss_mask: 0.2558 2022/11/01 13:47:56 - mmengine - INFO - Epoch(train) [53][80/125] lr: 2.0000e-02 eta: 1:38:37 time: 0.3849 data_time: 0.0904 memory: 8963 loss: 0.4167 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0039 loss_cls: 0.0753 acc: 96.6797 loss_bbox: 0.0845 loss_mask: 0.2473 2022/11/01 13:47:58 - mmengine - INFO - Epoch(train) [53][85/125] lr: 2.0000e-02 eta: 1:38:37 time: 0.4344 data_time: 0.1233 memory: 9327 loss: 0.4096 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0043 loss_cls: 0.0776 acc: 97.0459 loss_bbox: 0.0906 loss_mask: 0.2330 2022/11/01 13:48:00 - mmengine - INFO - Epoch(train) [53][90/125] lr: 2.0000e-02 eta: 1:38:32 time: 0.4230 data_time: 0.1178 memory: 9255 loss: 0.4120 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0051 loss_cls: 0.0809 acc: 96.9727 loss_bbox: 0.0911 loss_mask: 0.2284 2022/11/01 13:48:02 - mmengine - INFO - Epoch(train) [53][95/125] lr: 2.0000e-02 eta: 1:38:32 time: 0.3789 data_time: 0.0852 memory: 9111 loss: 0.3955 loss_rpn_cls: 0.0106 loss_rpn_bbox: 0.0046 loss_cls: 0.0823 acc: 98.4619 loss_bbox: 0.0817 loss_mask: 0.2163 2022/11/01 13:48:04 - mmengine - INFO - Epoch(train) [53][100/125] lr: 2.0000e-02 eta: 1:38:26 time: 0.4060 data_time: 0.0984 memory: 10496 loss: 0.3963 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0042 loss_cls: 0.0796 acc: 98.4375 loss_bbox: 0.0888 loss_mask: 0.2143 2022/11/01 13:48:06 - mmengine - INFO - Epoch(train) [53][105/125] lr: 2.0000e-02 eta: 1:38:26 time: 0.4414 data_time: 0.1089 memory: 10107 loss: 0.4238 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0052 loss_cls: 0.0797 acc: 96.9238 loss_bbox: 0.1112 loss_mask: 0.2203 2022/11/01 13:48:08 - mmengine - INFO - Epoch(train) [53][110/125] lr: 2.0000e-02 eta: 1:38:21 time: 0.4223 data_time: 0.1018 memory: 9158 loss: 0.4018 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0052 loss_cls: 0.0696 acc: 96.5820 loss_bbox: 0.1026 loss_mask: 0.2176 2022/11/01 13:48:10 - mmengine - INFO - Epoch(train) [53][115/125] lr: 2.0000e-02 eta: 1:38:21 time: 0.3976 data_time: 0.0870 memory: 9128 loss: 0.3687 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0042 loss_cls: 0.0643 acc: 95.8008 loss_bbox: 0.0816 loss_mask: 0.2137 2022/11/01 13:48:12 - mmengine - INFO - Epoch(train) [53][120/125] lr: 2.0000e-02 eta: 1:38:15 time: 0.3765 data_time: 0.0733 memory: 9239 loss: 0.3741 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0043 loss_cls: 0.0694 acc: 98.7793 loss_bbox: 0.0817 loss_mask: 0.2132 2022/11/01 13:48:14 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:48:14 - mmengine - INFO - Epoch(train) [53][125/125] lr: 2.0000e-02 eta: 1:38:15 time: 0.3601 data_time: 0.0641 memory: 9069 loss: 0.3683 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0042 loss_cls: 0.0671 acc: 95.6299 loss_bbox: 0.0838 loss_mask: 0.2067 2022/11/01 13:48:17 - mmengine - INFO - Epoch(train) [54][5/125] lr: 2.0000e-02 eta: 1:38:15 time: 0.5151 data_time: 0.1928 memory: 9183 loss: 0.3997 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0047 loss_cls: 0.0773 acc: 96.4600 loss_bbox: 0.0907 loss_mask: 0.2198 2022/11/01 13:48:20 - mmengine - INFO - Epoch(train) [54][10/125] lr: 2.0000e-02 eta: 1:38:05 time: 0.5803 data_time: 0.2080 memory: 10278 loss: 0.4280 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0058 loss_cls: 0.0860 acc: 97.2656 loss_bbox: 0.1022 loss_mask: 0.2273 2022/11/01 13:48:22 - mmengine - INFO - Epoch(train) [54][15/125] lr: 2.0000e-02 eta: 1:38:05 time: 0.5062 data_time: 0.1254 memory: 9578 loss: 0.4085 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0051 loss_cls: 0.0803 acc: 98.0469 loss_bbox: 0.0978 loss_mask: 0.2191 2022/11/01 13:48:24 - mmengine - INFO - Epoch(train) [54][20/125] lr: 2.0000e-02 eta: 1:38:02 time: 0.4617 data_time: 0.1311 memory: 9455 loss: 0.3981 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0043 loss_cls: 0.0790 acc: 95.1172 loss_bbox: 0.0908 loss_mask: 0.2180 2022/11/01 13:48:26 - mmengine - INFO - Epoch(train) [54][25/125] lr: 2.0000e-02 eta: 1:38:02 time: 0.4240 data_time: 0.1119 memory: 9285 loss: 0.4441 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0046 loss_cls: 0.0834 acc: 97.4609 loss_bbox: 0.1038 loss_mask: 0.2456 2022/11/01 13:48:29 - mmengine - INFO - Epoch(train) [54][30/125] lr: 2.0000e-02 eta: 1:37:57 time: 0.4344 data_time: 0.1080 memory: 9079 loss: 0.4407 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0047 loss_cls: 0.0770 acc: 97.7539 loss_bbox: 0.1022 loss_mask: 0.2507 2022/11/01 13:48:31 - mmengine - INFO - Epoch(train) [54][35/125] lr: 2.0000e-02 eta: 1:37:57 time: 0.4260 data_time: 0.0983 memory: 8994 loss: 0.4085 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0044 loss_cls: 0.0759 acc: 96.7041 loss_bbox: 0.0919 loss_mask: 0.2297 2022/11/01 13:48:33 - mmengine - INFO - Epoch(train) [54][40/125] lr: 2.0000e-02 eta: 1:37:51 time: 0.3938 data_time: 0.0912 memory: 8914 loss: 0.3736 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0036 loss_cls: 0.0667 acc: 98.2910 loss_bbox: 0.0790 loss_mask: 0.2188 2022/11/01 13:48:35 - mmengine - INFO - Epoch(train) [54][45/125] lr: 2.0000e-02 eta: 1:37:51 time: 0.3968 data_time: 0.1015 memory: 9072 loss: 0.3716 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0039 loss_cls: 0.0639 acc: 96.2158 loss_bbox: 0.0767 loss_mask: 0.2214 2022/11/01 13:48:37 - mmengine - INFO - Epoch(train) [54][50/125] lr: 2.0000e-02 eta: 1:37:46 time: 0.4148 data_time: 0.1088 memory: 9334 loss: 0.3991 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0054 loss_cls: 0.0737 acc: 97.4609 loss_bbox: 0.0856 loss_mask: 0.2262 2022/11/01 13:48:39 - mmengine - INFO - Epoch(train) [54][55/125] lr: 2.0000e-02 eta: 1:37:46 time: 0.3939 data_time: 0.0956 memory: 9363 loss: 0.3890 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0057 loss_cls: 0.0696 acc: 96.3379 loss_bbox: 0.0872 loss_mask: 0.2198 2022/11/01 13:48:41 - mmengine - INFO - Epoch(train) [54][60/125] lr: 2.0000e-02 eta: 1:37:40 time: 0.3850 data_time: 0.0889 memory: 8963 loss: 0.3804 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0043 loss_cls: 0.0589 acc: 98.1201 loss_bbox: 0.0780 loss_mask: 0.2337 2022/11/01 13:48:43 - mmengine - INFO - Epoch(train) [54][65/125] lr: 2.0000e-02 eta: 1:37:40 time: 0.4000 data_time: 0.0946 memory: 9435 loss: 0.4098 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0040 loss_cls: 0.0674 acc: 96.2158 loss_bbox: 0.0877 loss_mask: 0.2445 2022/11/01 13:48:45 - mmengine - INFO - Epoch(train) [54][70/125] lr: 2.0000e-02 eta: 1:37:34 time: 0.4052 data_time: 0.0977 memory: 9115 loss: 0.4336 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0044 loss_cls: 0.0802 acc: 97.8516 loss_bbox: 0.0984 loss_mask: 0.2448 2022/11/01 13:48:47 - mmengine - INFO - Epoch(train) [54][75/125] lr: 2.0000e-02 eta: 1:37:34 time: 0.4135 data_time: 0.1028 memory: 8960 loss: 0.4180 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0039 loss_cls: 0.0727 acc: 96.1670 loss_bbox: 0.0891 loss_mask: 0.2470 2022/11/01 13:48:49 - mmengine - INFO - Epoch(train) [54][80/125] lr: 2.0000e-02 eta: 1:37:29 time: 0.4106 data_time: 0.1061 memory: 9406 loss: 0.4089 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0046 loss_cls: 0.0728 acc: 94.6045 loss_bbox: 0.0934 loss_mask: 0.2322 2022/11/01 13:48:51 - mmengine - INFO - Epoch(train) [54][85/125] lr: 2.0000e-02 eta: 1:37:29 time: 0.4025 data_time: 0.1014 memory: 9157 loss: 0.3962 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0058 loss_cls: 0.0765 acc: 95.5566 loss_bbox: 0.0985 loss_mask: 0.2082 2022/11/01 13:48:53 - mmengine - INFO - Epoch(train) [54][90/125] lr: 2.0000e-02 eta: 1:37:23 time: 0.3878 data_time: 0.0907 memory: 9092 loss: 0.3791 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0050 loss_cls: 0.0712 acc: 98.3154 loss_bbox: 0.0891 loss_mask: 0.2074 2022/11/01 13:48:55 - mmengine - INFO - Epoch(train) [54][95/125] lr: 2.0000e-02 eta: 1:37:23 time: 0.4166 data_time: 0.1073 memory: 9311 loss: 0.3875 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0040 loss_cls: 0.0672 acc: 97.2412 loss_bbox: 0.0838 loss_mask: 0.2279 2022/11/01 13:48:57 - mmengine - INFO - Epoch(train) [54][100/125] lr: 2.0000e-02 eta: 1:37:19 time: 0.4428 data_time: 0.1165 memory: 9066 loss: 0.4116 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0043 loss_cls: 0.0724 acc: 97.3145 loss_bbox: 0.0879 loss_mask: 0.2414 2022/11/01 13:48:59 - mmengine - INFO - Epoch(train) [54][105/125] lr: 2.0000e-02 eta: 1:37:19 time: 0.4314 data_time: 0.1210 memory: 8997 loss: 0.4215 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0041 loss_cls: 0.0740 acc: 96.4600 loss_bbox: 0.0883 loss_mask: 0.2497 2022/11/01 13:49:02 - mmengine - INFO - Epoch(train) [54][110/125] lr: 2.0000e-02 eta: 1:37:15 time: 0.4643 data_time: 0.1505 memory: 9416 loss: 0.4501 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0057 loss_cls: 0.0803 acc: 97.4854 loss_bbox: 0.0999 loss_mask: 0.2544 2022/11/01 13:49:04 - mmengine - INFO - Epoch(train) [54][115/125] lr: 2.0000e-02 eta: 1:37:15 time: 0.4465 data_time: 0.1380 memory: 9193 loss: 0.4653 loss_rpn_cls: 0.0116 loss_rpn_bbox: 0.0071 loss_cls: 0.0819 acc: 98.5840 loss_bbox: 0.1052 loss_mask: 0.2595 2022/11/01 13:49:06 - mmengine - INFO - Epoch(train) [54][120/125] lr: 2.0000e-02 eta: 1:37:10 time: 0.4260 data_time: 0.1273 memory: 9360 loss: 0.4355 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0059 loss_cls: 0.0781 acc: 97.5830 loss_bbox: 0.0998 loss_mask: 0.2454 2022/11/01 13:49:08 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:49:08 - mmengine - INFO - Epoch(train) [54][125/125] lr: 2.0000e-02 eta: 1:37:10 time: 0.3893 data_time: 0.0819 memory: 9239 loss: 0.4390 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0052 loss_cls: 0.0824 acc: 96.3867 loss_bbox: 0.1121 loss_mask: 0.2342 2022/11/01 13:49:10 - mmengine - INFO - Epoch(train) [55][5/125] lr: 2.0000e-02 eta: 1:37:10 time: 0.4302 data_time: 0.1307 memory: 9147 loss: 0.4271 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0047 loss_cls: 0.0754 acc: 97.0703 loss_bbox: 0.1077 loss_mask: 0.2352 2022/11/01 13:49:12 - mmengine - INFO - Epoch(train) [55][10/125] lr: 2.0000e-02 eta: 1:36:57 time: 0.4495 data_time: 0.1581 memory: 9275 loss: 0.3663 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0038 loss_cls: 0.0642 acc: 97.8760 loss_bbox: 0.0823 loss_mask: 0.2126 2022/11/01 13:49:14 - mmengine - INFO - Epoch(train) [55][15/125] lr: 2.0000e-02 eta: 1:36:57 time: 0.3769 data_time: 0.0880 memory: 9370 loss: 0.3536 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0039 loss_cls: 0.0651 acc: 95.2637 loss_bbox: 0.0803 loss_mask: 0.2009 2022/11/01 13:49:16 - mmengine - INFO - Epoch(train) [55][20/125] lr: 2.0000e-02 eta: 1:36:50 time: 0.3648 data_time: 0.0814 memory: 8888 loss: 0.3625 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0039 loss_cls: 0.0644 acc: 98.0469 loss_bbox: 0.0725 loss_mask: 0.2167 2022/11/01 13:49:18 - mmengine - INFO - Epoch(train) [55][25/125] lr: 2.0000e-02 eta: 1:36:50 time: 0.4060 data_time: 0.1150 memory: 9275 loss: 0.3911 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0044 loss_cls: 0.0723 acc: 97.0215 loss_bbox: 0.0805 loss_mask: 0.2281 2022/11/01 13:49:20 - mmengine - INFO - Epoch(train) [55][30/125] lr: 2.0000e-02 eta: 1:36:46 time: 0.4348 data_time: 0.1353 memory: 9216 loss: 0.4276 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0054 loss_cls: 0.0863 acc: 97.1191 loss_bbox: 0.1019 loss_mask: 0.2259 2022/11/01 13:49:22 - mmengine - INFO - Epoch(train) [55][35/125] lr: 2.0000e-02 eta: 1:36:46 time: 0.4125 data_time: 0.1161 memory: 9242 loss: 0.4467 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0061 loss_cls: 0.0967 acc: 95.3125 loss_bbox: 0.1118 loss_mask: 0.2231 2022/11/01 13:49:24 - mmengine - INFO - Epoch(train) [55][40/125] lr: 2.0000e-02 eta: 1:36:40 time: 0.3855 data_time: 0.0868 memory: 9327 loss: 0.4448 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0064 loss_cls: 0.0959 acc: 95.5811 loss_bbox: 0.1113 loss_mask: 0.2243 2022/11/01 13:49:26 - mmengine - INFO - Epoch(train) [55][45/125] lr: 2.0000e-02 eta: 1:36:40 time: 0.3812 data_time: 0.0887 memory: 9141 loss: 0.4184 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0053 loss_cls: 0.0798 acc: 95.6543 loss_bbox: 0.0921 loss_mask: 0.2346 2022/11/01 13:49:28 - mmengine - INFO - Epoch(train) [55][50/125] lr: 2.0000e-02 eta: 1:36:34 time: 0.4116 data_time: 0.1240 memory: 9137 loss: 0.4386 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0053 loss_cls: 0.0817 acc: 95.4834 loss_bbox: 0.0936 loss_mask: 0.2496 2022/11/01 13:49:30 - mmengine - INFO - Epoch(train) [55][55/125] lr: 2.0000e-02 eta: 1:36:34 time: 0.4306 data_time: 0.1262 memory: 9311 loss: 0.4462 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0057 loss_cls: 0.0855 acc: 95.5078 loss_bbox: 0.1035 loss_mask: 0.2442 2022/11/01 13:49:32 - mmengine - INFO - Epoch(train) [55][60/125] lr: 2.0000e-02 eta: 1:36:29 time: 0.4122 data_time: 0.1062 memory: 9026 loss: 0.4342 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0054 loss_cls: 0.0805 acc: 96.5820 loss_bbox: 0.0948 loss_mask: 0.2469 2022/11/01 13:49:34 - mmengine - INFO - Epoch(train) [55][65/125] lr: 2.0000e-02 eta: 1:36:29 time: 0.4128 data_time: 0.1223 memory: 9075 loss: 0.4410 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0051 loss_cls: 0.0763 acc: 98.0469 loss_bbox: 0.0916 loss_mask: 0.2609 2022/11/01 13:49:36 - mmengine - INFO - Epoch(train) [55][70/125] lr: 2.0000e-02 eta: 1:36:24 time: 0.4111 data_time: 0.1234 memory: 9219 loss: 0.4410 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0045 loss_cls: 0.0774 acc: 97.9736 loss_bbox: 0.0971 loss_mask: 0.2564 2022/11/01 13:49:39 - mmengine - INFO - Epoch(train) [55][75/125] lr: 2.0000e-02 eta: 1:36:24 time: 0.4254 data_time: 0.1174 memory: 9069 loss: 0.4446 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0048 loss_cls: 0.0827 acc: 98.5352 loss_bbox: 0.1006 loss_mask: 0.2490 2022/11/01 13:49:41 - mmengine - INFO - Epoch(train) [55][80/125] lr: 2.0000e-02 eta: 1:36:19 time: 0.4315 data_time: 0.1123 memory: 9062 loss: 0.4088 loss_rpn_cls: 0.0109 loss_rpn_bbox: 0.0062 loss_cls: 0.0744 acc: 96.5332 loss_bbox: 0.0881 loss_mask: 0.2291 2022/11/01 13:49:43 - mmengine - INFO - Epoch(train) [55][85/125] lr: 2.0000e-02 eta: 1:36:19 time: 0.3939 data_time: 0.0977 memory: 8977 loss: 0.3695 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0052 loss_cls: 0.0621 acc: 97.3633 loss_bbox: 0.0748 loss_mask: 0.2181 2022/11/01 13:49:45 - mmengine - INFO - Epoch(train) [55][90/125] lr: 2.0000e-02 eta: 1:36:14 time: 0.4134 data_time: 0.1310 memory: 9324 loss: 0.3729 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0041 loss_cls: 0.0584 acc: 96.8750 loss_bbox: 0.0743 loss_mask: 0.2307 2022/11/01 13:49:47 - mmengine - INFO - Epoch(train) [55][95/125] lr: 2.0000e-02 eta: 1:36:14 time: 0.4047 data_time: 0.1188 memory: 9158 loss: 0.4148 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0054 loss_cls: 0.0676 acc: 96.7529 loss_bbox: 0.0819 loss_mask: 0.2533 2022/11/01 13:49:48 - mmengine - INFO - Epoch(train) [55][100/125] lr: 2.0000e-02 eta: 1:36:08 time: 0.3676 data_time: 0.0781 memory: 9307 loss: 0.4265 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0058 loss_cls: 0.0757 acc: 98.4619 loss_bbox: 0.0870 loss_mask: 0.2506 2022/11/01 13:49:50 - mmengine - INFO - Epoch(train) [55][105/125] lr: 2.0000e-02 eta: 1:36:08 time: 0.3818 data_time: 0.0927 memory: 9180 loss: 0.4284 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0056 loss_cls: 0.0774 acc: 96.5820 loss_bbox: 0.0934 loss_mask: 0.2451 2022/11/01 13:49:52 - mmengine - INFO - Epoch(train) [55][110/125] lr: 2.0000e-02 eta: 1:36:02 time: 0.3944 data_time: 0.1135 memory: 8839 loss: 0.4152 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0048 loss_cls: 0.0725 acc: 97.5586 loss_bbox: 0.0834 loss_mask: 0.2474 2022/11/01 13:49:54 - mmengine - INFO - Epoch(train) [55][115/125] lr: 2.0000e-02 eta: 1:36:02 time: 0.3829 data_time: 0.1040 memory: 9164 loss: 0.3828 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0040 loss_cls: 0.0656 acc: 97.8516 loss_bbox: 0.0760 loss_mask: 0.2312 2022/11/01 13:49:56 - mmengine - INFO - Epoch(train) [55][120/125] lr: 2.0000e-02 eta: 1:35:55 time: 0.3643 data_time: 0.0828 memory: 9173 loss: 0.3950 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0046 loss_cls: 0.0710 acc: 98.0225 loss_bbox: 0.0896 loss_mask: 0.2233 2022/11/01 13:49:58 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:49:58 - mmengine - INFO - Epoch(train) [55][125/125] lr: 2.0000e-02 eta: 1:35:55 time: 0.3253 data_time: 0.0503 memory: 9049 loss: 0.3882 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0038 loss_cls: 0.0667 acc: 97.7295 loss_bbox: 0.0824 loss_mask: 0.2296 2022/11/01 13:50:00 - mmengine - INFO - Epoch(train) [56][5/125] lr: 2.0000e-02 eta: 1:35:55 time: 0.3945 data_time: 0.1147 memory: 9066 loss: 0.3853 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0037 loss_cls: 0.0688 acc: 98.8525 loss_bbox: 0.0835 loss_mask: 0.2248 2022/11/01 13:50:02 - mmengine - INFO - Epoch(train) [56][10/125] lr: 2.0000e-02 eta: 1:35:42 time: 0.4284 data_time: 0.1388 memory: 9373 loss: 0.4220 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0049 loss_cls: 0.0860 acc: 97.6807 loss_bbox: 0.0981 loss_mask: 0.2270 2022/11/01 13:50:04 - mmengine - INFO - Epoch(train) [56][15/125] lr: 2.0000e-02 eta: 1:35:42 time: 0.3834 data_time: 0.0924 memory: 8957 loss: 0.4082 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0044 loss_cls: 0.0783 acc: 97.3145 loss_bbox: 0.0870 loss_mask: 0.2331 2022/11/01 13:50:06 - mmengine - INFO - Epoch(train) [56][20/125] lr: 2.0000e-02 eta: 1:35:37 time: 0.4113 data_time: 0.0933 memory: 9131 loss: 0.3847 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0041 loss_cls: 0.0690 acc: 96.2402 loss_bbox: 0.0849 loss_mask: 0.2211 2022/11/01 13:50:08 - mmengine - INFO - Epoch(train) [56][25/125] lr: 2.0000e-02 eta: 1:35:37 time: 0.4028 data_time: 0.0884 memory: 8967 loss: 0.3769 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0039 loss_cls: 0.0648 acc: 98.8281 loss_bbox: 0.0822 loss_mask: 0.2204 2022/11/01 13:50:10 - mmengine - INFO - Epoch(train) [56][30/125] lr: 2.0000e-02 eta: 1:35:31 time: 0.4043 data_time: 0.1199 memory: 9101 loss: 0.3805 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0035 loss_cls: 0.0604 acc: 97.3389 loss_bbox: 0.0775 loss_mask: 0.2340 2022/11/01 13:50:12 - mmengine - INFO - Epoch(train) [56][35/125] lr: 2.0000e-02 eta: 1:35:31 time: 0.4084 data_time: 0.1170 memory: 9383 loss: 0.4163 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0042 loss_cls: 0.0716 acc: 96.0938 loss_bbox: 0.0874 loss_mask: 0.2472 2022/11/01 13:50:14 - mmengine - INFO - Epoch(train) [56][40/125] lr: 2.0000e-02 eta: 1:35:25 time: 0.3805 data_time: 0.0879 memory: 9344 loss: 0.4345 loss_rpn_cls: 0.0101 loss_rpn_bbox: 0.0050 loss_cls: 0.0876 acc: 97.8760 loss_bbox: 0.0923 loss_mask: 0.2395 2022/11/01 13:50:16 - mmengine - INFO - Epoch(train) [56][45/125] lr: 2.0000e-02 eta: 1:35:25 time: 0.3980 data_time: 0.0990 memory: 9147 loss: 0.4191 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0049 loss_cls: 0.0831 acc: 97.2168 loss_bbox: 0.0907 loss_mask: 0.2306 2022/11/01 13:50:18 - mmengine - INFO - Epoch(train) [56][50/125] lr: 2.0000e-02 eta: 1:35:21 time: 0.4569 data_time: 0.1325 memory: 9052 loss: 0.3840 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0038 loss_cls: 0.0651 acc: 96.5820 loss_bbox: 0.0793 loss_mask: 0.2297 2022/11/01 13:50:20 - mmengine - INFO - Epoch(train) [56][55/125] lr: 2.0000e-02 eta: 1:35:21 time: 0.4322 data_time: 0.1168 memory: 9049 loss: 0.3497 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0029 loss_cls: 0.0559 acc: 98.6328 loss_bbox: 0.0684 loss_mask: 0.2181 2022/11/01 13:50:23 - mmengine - INFO - Epoch(train) [56][60/125] lr: 2.0000e-02 eta: 1:35:17 time: 0.4182 data_time: 0.0958 memory: 9049 loss: 0.3609 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0040 loss_cls: 0.0612 acc: 97.2900 loss_bbox: 0.0755 loss_mask: 0.2126 2022/11/01 13:50:25 - mmengine - INFO - Epoch(train) [56][65/125] lr: 2.0000e-02 eta: 1:35:17 time: 0.4452 data_time: 0.1167 memory: 8954 loss: 0.3917 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0041 loss_cls: 0.0724 acc: 97.6318 loss_bbox: 0.0886 loss_mask: 0.2189 2022/11/01 13:50:27 - mmengine - INFO - Epoch(train) [56][70/125] lr: 2.0000e-02 eta: 1:35:12 time: 0.4301 data_time: 0.1280 memory: 9370 loss: 0.4319 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0046 loss_cls: 0.0906 acc: 96.3623 loss_bbox: 0.1028 loss_mask: 0.2263 2022/11/01 13:50:29 - mmengine - INFO - Epoch(train) [56][75/125] lr: 2.0000e-02 eta: 1:35:12 time: 0.4209 data_time: 0.1160 memory: 9105 loss: 0.4352 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0047 loss_cls: 0.0847 acc: 98.7549 loss_bbox: 0.0945 loss_mask: 0.2415 2022/11/01 13:50:31 - mmengine - INFO - Epoch(train) [56][80/125] lr: 2.0000e-02 eta: 1:35:07 time: 0.4181 data_time: 0.0926 memory: 9994 loss: 0.4383 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0055 loss_cls: 0.0749 acc: 97.3633 loss_bbox: 0.0869 loss_mask: 0.2625 2022/11/01 13:50:33 - mmengine - INFO - Epoch(train) [56][85/125] lr: 2.0000e-02 eta: 1:35:07 time: 0.4197 data_time: 0.0951 memory: 9151 loss: 0.4332 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0062 loss_cls: 0.0786 acc: 97.9004 loss_bbox: 0.0992 loss_mask: 0.2416 2022/11/01 13:50:35 - mmengine - INFO - Epoch(train) [56][90/125] lr: 2.0000e-02 eta: 1:35:02 time: 0.4296 data_time: 0.1264 memory: 9066 loss: 0.3898 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0046 loss_cls: 0.0665 acc: 97.5586 loss_bbox: 0.0854 loss_mask: 0.2282 2022/11/01 13:50:37 - mmengine - INFO - Epoch(train) [56][95/125] lr: 2.0000e-02 eta: 1:35:02 time: 0.4177 data_time: 0.1136 memory: 9147 loss: 0.4158 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0052 loss_cls: 0.0754 acc: 96.8018 loss_bbox: 0.0879 loss_mask: 0.2419 2022/11/01 13:50:39 - mmengine - INFO - Epoch(train) [56][100/125] lr: 2.0000e-02 eta: 1:34:57 time: 0.4013 data_time: 0.0875 memory: 9059 loss: 0.4162 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0049 loss_cls: 0.0806 acc: 98.4863 loss_bbox: 0.0940 loss_mask: 0.2316 2022/11/01 13:50:41 - mmengine - INFO - Epoch(train) [56][105/125] lr: 2.0000e-02 eta: 1:34:57 time: 0.4199 data_time: 0.1042 memory: 9416 loss: 0.4300 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0051 loss_cls: 0.0874 acc: 96.1426 loss_bbox: 0.1023 loss_mask: 0.2278 2022/11/01 13:50:44 - mmengine - INFO - Epoch(train) [56][110/125] lr: 2.0000e-02 eta: 1:34:53 time: 0.4651 data_time: 0.1362 memory: 9111 loss: 0.4370 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0050 loss_cls: 0.0853 acc: 97.5342 loss_bbox: 0.1028 loss_mask: 0.2348 2022/11/01 13:50:46 - mmengine - INFO - Epoch(train) [56][115/125] lr: 2.0000e-02 eta: 1:34:53 time: 0.4472 data_time: 0.1181 memory: 9072 loss: 0.4067 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0042 loss_cls: 0.0774 acc: 96.0693 loss_bbox: 0.0909 loss_mask: 0.2278 2022/11/01 13:50:48 - mmengine - INFO - Epoch(train) [56][120/125] lr: 2.0000e-02 eta: 1:34:48 time: 0.4185 data_time: 0.1074 memory: 8931 loss: 0.3943 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0043 loss_cls: 0.0783 acc: 97.0947 loss_bbox: 0.0888 loss_mask: 0.2176 2022/11/01 13:50:50 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:50:50 - mmengine - INFO - Epoch(train) [56][125/125] lr: 2.0000e-02 eta: 1:34:48 time: 0.4037 data_time: 0.0920 memory: 9200 loss: 0.4127 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0049 loss_cls: 0.0755 acc: 99.3408 loss_bbox: 0.0916 loss_mask: 0.2359 2022/11/01 13:50:52 - mmengine - INFO - Epoch(train) [57][5/125] lr: 2.0000e-02 eta: 1:34:48 time: 0.4315 data_time: 0.1106 memory: 9432 loss: 0.4258 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0056 loss_cls: 0.0790 acc: 97.7783 loss_bbox: 0.1024 loss_mask: 0.2323 2022/11/01 13:50:55 - mmengine - INFO - Epoch(train) [57][10/125] lr: 2.0000e-02 eta: 1:34:36 time: 0.4673 data_time: 0.1494 memory: 9069 loss: 0.4355 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0048 loss_cls: 0.0832 acc: 95.2148 loss_bbox: 0.1062 loss_mask: 0.2336 2022/11/01 13:50:57 - mmengine - INFO - Epoch(train) [57][15/125] lr: 2.0000e-02 eta: 1:34:36 time: 0.4224 data_time: 0.1123 memory: 9409 loss: 0.4195 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0053 loss_cls: 0.0783 acc: 99.0723 loss_bbox: 0.0991 loss_mask: 0.2281 2022/11/01 13:50:59 - mmengine - INFO - Epoch(train) [57][20/125] lr: 2.0000e-02 eta: 1:34:32 time: 0.4422 data_time: 0.0974 memory: 9974 loss: 0.4041 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0049 loss_cls: 0.0742 acc: 94.6045 loss_bbox: 0.0938 loss_mask: 0.2234 2022/11/01 13:51:01 - mmengine - INFO - Epoch(train) [57][25/125] lr: 2.0000e-02 eta: 1:34:32 time: 0.4465 data_time: 0.1057 memory: 9003 loss: 0.4016 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0040 loss_cls: 0.0694 acc: 96.3135 loss_bbox: 0.0872 loss_mask: 0.2358 2022/11/01 13:51:03 - mmengine - INFO - Epoch(train) [57][30/125] lr: 2.0000e-02 eta: 1:34:28 time: 0.4339 data_time: 0.1354 memory: 8974 loss: 0.3874 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0043 loss_cls: 0.0616 acc: 98.2666 loss_bbox: 0.0805 loss_mask: 0.2346 2022/11/01 13:51:05 - mmengine - INFO - Epoch(train) [57][35/125] lr: 2.0000e-02 eta: 1:34:28 time: 0.4232 data_time: 0.1148 memory: 9206 loss: 0.3986 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0046 loss_cls: 0.0694 acc: 97.5586 loss_bbox: 0.0860 loss_mask: 0.2314 2022/11/01 13:51:07 - mmengine - INFO - Epoch(train) [57][40/125] lr: 2.0000e-02 eta: 1:34:22 time: 0.3891 data_time: 0.0652 memory: 9075 loss: 0.4078 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0044 loss_cls: 0.0781 acc: 95.8984 loss_bbox: 0.0919 loss_mask: 0.2274 2022/11/01 13:51:09 - mmengine - INFO - Epoch(train) [57][45/125] lr: 2.0000e-02 eta: 1:34:22 time: 0.3999 data_time: 0.0929 memory: 8990 loss: 0.3994 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0036 loss_cls: 0.0702 acc: 96.6553 loss_bbox: 0.0772 loss_mask: 0.2432 2022/11/01 13:51:12 - mmengine - INFO - Epoch(train) [57][50/125] lr: 2.0000e-02 eta: 1:34:18 time: 0.4482 data_time: 0.1521 memory: 9657 loss: 0.4060 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0047 loss_cls: 0.0731 acc: 97.5342 loss_bbox: 0.0889 loss_mask: 0.2325 2022/11/01 13:51:14 - mmengine - INFO - Epoch(train) [57][55/125] lr: 2.0000e-02 eta: 1:34:18 time: 0.4569 data_time: 0.1495 memory: 9340 loss: 0.4376 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0058 loss_cls: 0.0870 acc: 97.8760 loss_bbox: 0.1180 loss_mask: 0.2184 2022/11/01 13:51:16 - mmengine - INFO - Epoch(train) [57][60/125] lr: 2.0000e-02 eta: 1:34:13 time: 0.4184 data_time: 0.1175 memory: 9435 loss: 0.4228 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0052 loss_cls: 0.0793 acc: 94.5801 loss_bbox: 0.1044 loss_mask: 0.2274 2022/11/01 13:51:18 - mmengine - INFO - Epoch(train) [57][65/125] lr: 2.0000e-02 eta: 1:34:13 time: 0.4361 data_time: 0.1380 memory: 9520 loss: 0.4000 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0051 loss_cls: 0.0763 acc: 97.6074 loss_bbox: 0.0873 loss_mask: 0.2264 2022/11/01 13:51:21 - mmengine - INFO - Epoch(train) [57][70/125] lr: 2.0000e-02 eta: 1:34:11 time: 0.5044 data_time: 0.1780 memory: 10412 loss: 0.4498 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0067 loss_cls: 0.0938 acc: 96.4355 loss_bbox: 0.1145 loss_mask: 0.2279 2022/11/01 13:51:23 - mmengine - INFO - Epoch(train) [57][75/125] lr: 2.0000e-02 eta: 1:34:11 time: 0.4710 data_time: 0.1453 memory: 9301 loss: 0.4413 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0063 loss_cls: 0.0875 acc: 98.5352 loss_bbox: 0.1103 loss_mask: 0.2308 2022/11/01 13:51:25 - mmengine - INFO - Epoch(train) [57][80/125] lr: 2.0000e-02 eta: 1:34:05 time: 0.3872 data_time: 0.0949 memory: 9066 loss: 0.3737 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0651 acc: 98.4131 loss_bbox: 0.0743 loss_mask: 0.2253 2022/11/01 13:51:27 - mmengine - INFO - Epoch(train) [57][85/125] lr: 2.0000e-02 eta: 1:34:05 time: 0.3779 data_time: 0.0863 memory: 9082 loss: 0.4012 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0050 loss_cls: 0.0707 acc: 97.1191 loss_bbox: 0.0860 loss_mask: 0.2319 2022/11/01 13:51:29 - mmengine - INFO - Epoch(train) [57][90/125] lr: 2.0000e-02 eta: 1:33:59 time: 0.3889 data_time: 0.0910 memory: 9128 loss: 0.4175 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0050 loss_cls: 0.0761 acc: 98.8525 loss_bbox: 0.0912 loss_mask: 0.2376 2022/11/01 13:51:31 - mmengine - INFO - Epoch(train) [57][95/125] lr: 2.0000e-02 eta: 1:33:59 time: 0.4005 data_time: 0.0916 memory: 10047 loss: 0.3643 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0037 loss_cls: 0.0643 acc: 95.5078 loss_bbox: 0.0816 loss_mask: 0.2111 2022/11/01 13:51:33 - mmengine - INFO - Epoch(train) [57][100/125] lr: 2.0000e-02 eta: 1:33:53 time: 0.3902 data_time: 0.0806 memory: 9111 loss: 0.3608 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0038 loss_cls: 0.0670 acc: 95.5811 loss_bbox: 0.0850 loss_mask: 0.2010 2022/11/01 13:51:35 - mmengine - INFO - Epoch(train) [57][105/125] lr: 2.0000e-02 eta: 1:33:53 time: 0.3920 data_time: 0.0892 memory: 8784 loss: 0.4006 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0039 loss_cls: 0.0718 acc: 97.5342 loss_bbox: 0.0858 loss_mask: 0.2345 2022/11/01 13:51:37 - mmengine - INFO - Epoch(train) [57][110/125] lr: 2.0000e-02 eta: 1:33:49 time: 0.4361 data_time: 0.1244 memory: 8934 loss: 0.3906 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0037 loss_cls: 0.0682 acc: 97.7051 loss_bbox: 0.0771 loss_mask: 0.2376 2022/11/01 13:51:39 - mmengine - INFO - Epoch(train) [57][115/125] lr: 2.0000e-02 eta: 1:33:49 time: 0.4082 data_time: 0.1095 memory: 8767 loss: 0.3771 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0043 loss_cls: 0.0640 acc: 98.3887 loss_bbox: 0.0680 loss_mask: 0.2363 2022/11/01 13:51:41 - mmengine - INFO - Epoch(train) [57][120/125] lr: 2.0000e-02 eta: 1:33:43 time: 0.3582 data_time: 0.0712 memory: 9246 loss: 0.3778 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0038 loss_cls: 0.0588 acc: 99.1943 loss_bbox: 0.0709 loss_mask: 0.2402 2022/11/01 13:51:42 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:51:42 - mmengine - INFO - Epoch(train) [57][125/125] lr: 2.0000e-02 eta: 1:33:43 time: 0.3436 data_time: 0.0521 memory: 9370 loss: 0.3929 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0039 loss_cls: 0.0647 acc: 97.1191 loss_bbox: 0.0863 loss_mask: 0.2347 2022/11/01 13:51:45 - mmengine - INFO - Epoch(train) [58][5/125] lr: 2.0000e-02 eta: 1:33:43 time: 0.3841 data_time: 0.0928 memory: 9062 loss: 0.4044 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0042 loss_cls: 0.0627 acc: 96.4111 loss_bbox: 0.0810 loss_mask: 0.2536 2022/11/01 13:51:47 - mmengine - INFO - Epoch(train) [58][10/125] lr: 2.0000e-02 eta: 1:33:29 time: 0.4218 data_time: 0.1347 memory: 9206 loss: 0.4074 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0037 loss_cls: 0.0723 acc: 97.5586 loss_bbox: 0.0780 loss_mask: 0.2481 2022/11/01 13:51:49 - mmengine - INFO - Epoch(train) [58][15/125] lr: 2.0000e-02 eta: 1:33:29 time: 0.4221 data_time: 0.1142 memory: 10348 loss: 0.4412 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0048 loss_cls: 0.0935 acc: 95.2637 loss_bbox: 0.0990 loss_mask: 0.2354 2022/11/01 13:51:51 - mmengine - INFO - Epoch(train) [58][20/125] lr: 2.0000e-02 eta: 1:33:24 time: 0.4119 data_time: 0.0999 memory: 9239 loss: 0.4598 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0057 loss_cls: 0.0980 acc: 96.1914 loss_bbox: 0.1103 loss_mask: 0.2371 2022/11/01 13:51:53 - mmengine - INFO - Epoch(train) [58][25/125] lr: 2.0000e-02 eta: 1:33:24 time: 0.3947 data_time: 0.1006 memory: 9751 loss: 0.4480 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0065 loss_cls: 0.0942 acc: 94.1162 loss_bbox: 0.1160 loss_mask: 0.2231 2022/11/01 13:51:55 - mmengine - INFO - Epoch(train) [58][30/125] lr: 2.0000e-02 eta: 1:33:20 time: 0.4222 data_time: 0.1176 memory: 9000 loss: 0.3798 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0049 loss_cls: 0.0722 acc: 99.7559 loss_bbox: 0.0933 loss_mask: 0.2034 2022/11/01 13:51:57 - mmengine - INFO - Epoch(train) [58][35/125] lr: 2.0000e-02 eta: 1:33:20 time: 0.4589 data_time: 0.1295 memory: 10184 loss: 0.4125 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0050 loss_cls: 0.0821 acc: 98.6816 loss_bbox: 0.1034 loss_mask: 0.2156 2022/11/01 13:52:00 - mmengine - INFO - Epoch(train) [58][40/125] lr: 2.0000e-02 eta: 1:33:17 time: 0.4840 data_time: 0.1210 memory: 10261 loss: 0.4611 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0061 loss_cls: 0.1003 acc: 96.9238 loss_bbox: 0.1271 loss_mask: 0.2199 2022/11/01 13:52:02 - mmengine - INFO - Epoch(train) [58][45/125] lr: 2.0000e-02 eta: 1:33:17 time: 0.4417 data_time: 0.1009 memory: 9350 loss: 0.4220 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0051 loss_cls: 0.0881 acc: 96.2402 loss_bbox: 0.1108 loss_mask: 0.2095 2022/11/01 13:52:04 - mmengine - INFO - Epoch(train) [58][50/125] lr: 2.0000e-02 eta: 1:33:11 time: 0.3996 data_time: 0.1021 memory: 9062 loss: 0.4247 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0047 loss_cls: 0.0811 acc: 97.7051 loss_bbox: 0.0944 loss_mask: 0.2358 2022/11/01 13:52:06 - mmengine - INFO - Epoch(train) [58][55/125] lr: 2.0000e-02 eta: 1:33:11 time: 0.3958 data_time: 0.0993 memory: 9435 loss: 0.4227 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0045 loss_cls: 0.0770 acc: 97.5586 loss_bbox: 0.0913 loss_mask: 0.2434 2022/11/01 13:52:08 - mmengine - INFO - Epoch(train) [58][60/125] lr: 2.0000e-02 eta: 1:33:06 time: 0.3923 data_time: 0.0973 memory: 9147 loss: 0.3994 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0050 loss_cls: 0.0705 acc: 98.5840 loss_bbox: 0.0879 loss_mask: 0.2300 2022/11/01 13:52:10 - mmengine - INFO - Epoch(train) [58][65/125] lr: 2.0000e-02 eta: 1:33:06 time: 0.3951 data_time: 0.1055 memory: 9164 loss: 0.4209 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0052 loss_cls: 0.0766 acc: 97.7051 loss_bbox: 0.0918 loss_mask: 0.2406 2022/11/01 13:52:12 - mmengine - INFO - Epoch(train) [58][70/125] lr: 2.0000e-02 eta: 1:33:01 time: 0.4272 data_time: 0.1326 memory: 9252 loss: 0.4366 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0049 loss_cls: 0.0827 acc: 95.8008 loss_bbox: 0.0944 loss_mask: 0.2468 2022/11/01 13:52:14 - mmengine - INFO - Epoch(train) [58][75/125] lr: 2.0000e-02 eta: 1:33:01 time: 0.4623 data_time: 0.1495 memory: 9259 loss: 0.4434 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0059 loss_cls: 0.0886 acc: 94.9707 loss_bbox: 0.1009 loss_mask: 0.2395 2022/11/01 13:52:16 - mmengine - INFO - Epoch(train) [58][80/125] lr: 2.0000e-02 eta: 1:32:57 time: 0.4295 data_time: 0.1270 memory: 9033 loss: 0.4176 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0051 loss_cls: 0.0834 acc: 97.9980 loss_bbox: 0.0990 loss_mask: 0.2236 2022/11/01 13:52:18 - mmengine - INFO - Epoch(train) [58][85/125] lr: 2.0000e-02 eta: 1:32:57 time: 0.4003 data_time: 0.0920 memory: 10156 loss: 0.3858 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0051 loss_cls: 0.0737 acc: 98.7061 loss_bbox: 0.0913 loss_mask: 0.2082 2022/11/01 13:52:20 - mmengine - INFO - Epoch(train) [58][90/125] lr: 2.0000e-02 eta: 1:32:51 time: 0.4011 data_time: 0.0855 memory: 8839 loss: 0.4005 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0050 loss_cls: 0.0719 acc: 97.5830 loss_bbox: 0.0886 loss_mask: 0.2262 2022/11/01 13:52:22 - mmengine - INFO - Epoch(train) [58][95/125] lr: 2.0000e-02 eta: 1:32:51 time: 0.3887 data_time: 0.0984 memory: 9079 loss: 0.3845 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0036 loss_cls: 0.0656 acc: 98.0225 loss_bbox: 0.0780 loss_mask: 0.2317 2022/11/01 13:52:24 - mmengine - INFO - Epoch(train) [58][100/125] lr: 2.0000e-02 eta: 1:32:45 time: 0.3772 data_time: 0.0940 memory: 9650 loss: 0.3992 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0044 loss_cls: 0.0734 acc: 97.7783 loss_bbox: 0.0935 loss_mask: 0.2234 2022/11/01 13:52:26 - mmengine - INFO - Epoch(train) [58][105/125] lr: 2.0000e-02 eta: 1:32:45 time: 0.3634 data_time: 0.0858 memory: 8781 loss: 0.3984 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0041 loss_cls: 0.0722 acc: 98.0469 loss_bbox: 0.0875 loss_mask: 0.2287 2022/11/01 13:52:28 - mmengine - INFO - Epoch(train) [58][110/125] lr: 2.0000e-02 eta: 1:32:39 time: 0.3724 data_time: 0.0916 memory: 9196 loss: 0.3841 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0038 loss_cls: 0.0664 acc: 96.3867 loss_bbox: 0.0749 loss_mask: 0.2322 2022/11/01 13:52:30 - mmengine - INFO - Epoch(train) [58][115/125] lr: 2.0000e-02 eta: 1:32:39 time: 0.3946 data_time: 0.1061 memory: 8944 loss: 0.3834 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0044 loss_cls: 0.0661 acc: 96.3867 loss_bbox: 0.0789 loss_mask: 0.2273 2022/11/01 13:52:32 - mmengine - INFO - Epoch(train) [58][120/125] lr: 2.0000e-02 eta: 1:32:34 time: 0.4060 data_time: 0.0938 memory: 10306 loss: 0.3762 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0043 loss_cls: 0.0706 acc: 99.2920 loss_bbox: 0.0826 loss_mask: 0.2133 2022/11/01 13:52:33 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:52:33 - mmengine - INFO - Epoch(train) [58][125/125] lr: 2.0000e-02 eta: 1:32:34 time: 0.3713 data_time: 0.0559 memory: 8833 loss: 0.3436 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0032 loss_cls: 0.0625 acc: 98.5840 loss_bbox: 0.0705 loss_mask: 0.2045 2022/11/01 13:52:36 - mmengine - INFO - Epoch(train) [59][5/125] lr: 2.0000e-02 eta: 1:32:34 time: 0.4321 data_time: 0.1166 memory: 10486 loss: 0.3430 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0044 loss_cls: 0.0582 acc: 99.1943 loss_bbox: 0.0704 loss_mask: 0.2059 2022/11/01 13:52:38 - mmengine - INFO - Epoch(train) [59][10/125] lr: 2.0000e-02 eta: 1:32:23 time: 0.4829 data_time: 0.1705 memory: 9158 loss: 0.3504 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0059 loss_cls: 0.0637 acc: 97.0947 loss_bbox: 0.0786 loss_mask: 0.1950 2022/11/01 13:52:41 - mmengine - INFO - Epoch(train) [59][15/125] lr: 2.0000e-02 eta: 1:32:23 time: 0.4769 data_time: 0.1474 memory: 9367 loss: 0.4055 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0063 loss_cls: 0.0755 acc: 96.4355 loss_bbox: 0.0968 loss_mask: 0.2188 2022/11/01 13:52:43 - mmengine - INFO - Epoch(train) [59][20/125] lr: 2.0000e-02 eta: 1:32:19 time: 0.4627 data_time: 0.1115 memory: 9366 loss: 0.4762 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0073 loss_cls: 0.0902 acc: 97.9004 loss_bbox: 0.1198 loss_mask: 0.2516 2022/11/01 13:52:45 - mmengine - INFO - Epoch(train) [59][25/125] lr: 2.0000e-02 eta: 1:32:19 time: 0.3855 data_time: 0.0731 memory: 8748 loss: 0.4112 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0057 loss_cls: 0.0736 acc: 98.7061 loss_bbox: 0.0939 loss_mask: 0.2334 2022/11/01 13:52:47 - mmengine - INFO - Epoch(train) [59][30/125] lr: 2.0000e-02 eta: 1:32:14 time: 0.3934 data_time: 0.0990 memory: 9285 loss: 0.3911 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0053 loss_cls: 0.0674 acc: 95.7031 loss_bbox: 0.0892 loss_mask: 0.2244 2022/11/01 13:52:49 - mmengine - INFO - Epoch(train) [59][35/125] lr: 2.0000e-02 eta: 1:32:14 time: 0.4256 data_time: 0.1201 memory: 9478 loss: 0.4316 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0061 loss_cls: 0.0754 acc: 95.8496 loss_bbox: 0.1077 loss_mask: 0.2368 2022/11/01 13:52:51 - mmengine - INFO - Epoch(train) [59][40/125] lr: 2.0000e-02 eta: 1:32:09 time: 0.4147 data_time: 0.1036 memory: 8735 loss: 0.3908 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0041 loss_cls: 0.0618 acc: 98.8281 loss_bbox: 0.0818 loss_mask: 0.2391 2022/11/01 13:52:53 - mmengine - INFO - Epoch(train) [59][45/125] lr: 2.0000e-02 eta: 1:32:09 time: 0.4416 data_time: 0.1031 memory: 9585 loss: 0.3969 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0037 loss_cls: 0.0680 acc: 98.4131 loss_bbox: 0.0808 loss_mask: 0.2404 2022/11/01 13:52:55 - mmengine - INFO - Epoch(train) [59][50/125] lr: 2.0000e-02 eta: 1:32:05 time: 0.4482 data_time: 0.1115 memory: 8981 loss: 0.4303 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0051 loss_cls: 0.0834 acc: 96.8506 loss_bbox: 0.0961 loss_mask: 0.2393 2022/11/01 13:52:58 - mmengine - INFO - Epoch(train) [59][55/125] lr: 2.0000e-02 eta: 1:32:05 time: 0.4368 data_time: 0.1151 memory: 9020 loss: 0.3961 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0046 loss_cls: 0.0780 acc: 97.1680 loss_bbox: 0.0846 loss_mask: 0.2216 2022/11/01 13:53:00 - mmengine - INFO - Epoch(train) [59][60/125] lr: 2.0000e-02 eta: 1:32:02 time: 0.4677 data_time: 0.1137 memory: 10944 loss: 0.4234 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0044 loss_cls: 0.0900 acc: 98.9990 loss_bbox: 0.0993 loss_mask: 0.2229 2022/11/01 13:53:02 - mmengine - INFO - Epoch(train) [59][65/125] lr: 2.0000e-02 eta: 1:32:02 time: 0.4643 data_time: 0.1107 memory: 10292 loss: 0.4575 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0055 loss_cls: 0.0974 acc: 96.9727 loss_bbox: 0.1096 loss_mask: 0.2360 2022/11/01 13:53:04 - mmengine - INFO - Epoch(train) [59][70/125] lr: 2.0000e-02 eta: 1:31:57 time: 0.4380 data_time: 0.1237 memory: 9030 loss: 0.4201 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0052 loss_cls: 0.0829 acc: 95.9961 loss_bbox: 0.0923 loss_mask: 0.2298 2022/11/01 13:53:07 - mmengine - INFO - Epoch(train) [59][75/125] lr: 2.0000e-02 eta: 1:31:57 time: 0.4301 data_time: 0.1311 memory: 8950 loss: 0.4023 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0049 loss_cls: 0.0817 acc: 96.2646 loss_bbox: 0.0880 loss_mask: 0.2196 2022/11/01 13:53:08 - mmengine - INFO - Epoch(train) [59][80/125] lr: 2.0000e-02 eta: 1:31:52 time: 0.3987 data_time: 0.0999 memory: 9049 loss: 0.3743 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0042 loss_cls: 0.0703 acc: 97.9004 loss_bbox: 0.0783 loss_mask: 0.2146 2022/11/01 13:53:10 - mmengine - INFO - Epoch(train) [59][85/125] lr: 2.0000e-02 eta: 1:31:52 time: 0.3689 data_time: 0.0741 memory: 8823 loss: 0.3534 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0030 loss_cls: 0.0590 acc: 98.8037 loss_bbox: 0.0670 loss_mask: 0.2178 2022/11/01 13:53:13 - mmengine - INFO - Epoch(train) [59][90/125] lr: 2.0000e-02 eta: 1:31:48 time: 0.4516 data_time: 0.1336 memory: 8990 loss: 0.3925 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0032 loss_cls: 0.0708 acc: 95.8984 loss_bbox: 0.0722 loss_mask: 0.2404 2022/11/01 13:53:15 - mmengine - INFO - Epoch(train) [59][95/125] lr: 2.0000e-02 eta: 1:31:48 time: 0.4896 data_time: 0.1664 memory: 9337 loss: 0.4175 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0040 loss_cls: 0.0790 acc: 96.8750 loss_bbox: 0.0890 loss_mask: 0.2407 2022/11/01 13:53:18 - mmengine - INFO - Epoch(train) [59][100/125] lr: 2.0000e-02 eta: 1:31:45 time: 0.4827 data_time: 0.1182 memory: 10662 loss: 0.4628 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0058 loss_cls: 0.0922 acc: 98.1201 loss_bbox: 0.1226 loss_mask: 0.2358 2022/11/01 13:53:20 - mmengine - INFO - Epoch(train) [59][105/125] lr: 2.0000e-02 eta: 1:31:45 time: 0.4590 data_time: 0.1011 memory: 8957 loss: 0.4397 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0055 loss_cls: 0.0843 acc: 98.3398 loss_bbox: 0.1118 loss_mask: 0.2314 2022/11/01 13:53:22 - mmengine - INFO - Epoch(train) [59][110/125] lr: 2.0000e-02 eta: 1:31:40 time: 0.4249 data_time: 0.1318 memory: 9406 loss: 0.4055 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0046 loss_cls: 0.0731 acc: 98.3643 loss_bbox: 0.0985 loss_mask: 0.2247 2022/11/01 13:53:24 - mmengine - INFO - Epoch(train) [59][115/125] lr: 2.0000e-02 eta: 1:31:40 time: 0.4359 data_time: 0.1385 memory: 9334 loss: 0.4491 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0060 loss_cls: 0.0852 acc: 95.7520 loss_bbox: 0.1186 loss_mask: 0.2341 2022/11/01 13:53:26 - mmengine - INFO - Epoch(train) [59][120/125] lr: 2.0000e-02 eta: 1:31:35 time: 0.4049 data_time: 0.1052 memory: 9438 loss: 0.4266 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0057 loss_cls: 0.0826 acc: 94.8242 loss_bbox: 0.1032 loss_mask: 0.2269 2022/11/01 13:53:28 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:53:28 - mmengine - INFO - Epoch(train) [59][125/125] lr: 2.0000e-02 eta: 1:31:35 time: 0.3509 data_time: 0.0597 memory: 9204 loss: 0.4058 loss_rpn_cls: 0.0092 loss_rpn_bbox: 0.0045 loss_cls: 0.0768 acc: 97.5098 loss_bbox: 0.0937 loss_mask: 0.2216 2022/11/01 13:53:30 - mmengine - INFO - Epoch(train) [60][5/125] lr: 2.0000e-02 eta: 1:31:35 time: 0.4324 data_time: 0.1387 memory: 9007 loss: 0.4167 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0042 loss_cls: 0.0786 acc: 97.0459 loss_bbox: 0.0987 loss_mask: 0.2284 2022/11/01 13:53:33 - mmengine - INFO - Epoch(train) [60][10/125] lr: 2.0000e-02 eta: 1:31:24 time: 0.4799 data_time: 0.1737 memory: 9314 loss: 0.4288 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0044 loss_cls: 0.0780 acc: 97.0703 loss_bbox: 0.0913 loss_mask: 0.2472 2022/11/01 13:53:35 - mmengine - INFO - Epoch(train) [60][15/125] lr: 2.0000e-02 eta: 1:31:24 time: 0.4389 data_time: 0.1060 memory: 9804 loss: 0.4538 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0052 loss_cls: 0.0822 acc: 97.6074 loss_bbox: 0.1026 loss_mask: 0.2549 2022/11/01 13:53:37 - mmengine - INFO - Epoch(train) [60][20/125] lr: 2.0000e-02 eta: 1:31:20 time: 0.4233 data_time: 0.0866 memory: 9445 loss: 0.4738 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0059 loss_cls: 0.0941 acc: 98.0957 loss_bbox: 0.1185 loss_mask: 0.2466 2022/11/01 13:53:39 - mmengine - INFO - Epoch(train) [60][25/125] lr: 2.0000e-02 eta: 1:31:20 time: 0.3896 data_time: 0.0780 memory: 9092 loss: 0.4445 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0053 loss_cls: 0.0840 acc: 98.4375 loss_bbox: 0.0995 loss_mask: 0.2472 2022/11/01 13:53:41 - mmengine - INFO - Epoch(train) [60][30/125] lr: 2.0000e-02 eta: 1:31:15 time: 0.4404 data_time: 0.1276 memory: 9160 loss: 0.3939 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0040 loss_cls: 0.0637 acc: 96.9238 loss_bbox: 0.0812 loss_mask: 0.2393 2022/11/01 13:53:43 - mmengine - INFO - Epoch(train) [60][35/125] lr: 2.0000e-02 eta: 1:31:15 time: 0.4294 data_time: 0.1175 memory: 9637 loss: 0.4163 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0049 loss_cls: 0.0721 acc: 96.6064 loss_bbox: 0.1036 loss_mask: 0.2302 2022/11/01 13:53:45 - mmengine - INFO - Epoch(train) [60][40/125] lr: 2.0000e-02 eta: 1:31:09 time: 0.3718 data_time: 0.0692 memory: 9033 loss: 0.4120 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0050 loss_cls: 0.0748 acc: 96.9971 loss_bbox: 0.1008 loss_mask: 0.2252 2022/11/01 13:53:47 - mmengine - INFO - Epoch(train) [60][45/125] lr: 2.0000e-02 eta: 1:31:09 time: 0.3659 data_time: 0.0712 memory: 9347 loss: 0.4043 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0042 loss_cls: 0.0732 acc: 97.4609 loss_bbox: 0.0925 loss_mask: 0.2288 2022/11/01 13:53:49 - mmengine - INFO - Epoch(train) [60][50/125] lr: 2.0000e-02 eta: 1:31:04 time: 0.3827 data_time: 0.0995 memory: 8971 loss: 0.3850 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0036 loss_cls: 0.0687 acc: 97.6318 loss_bbox: 0.0885 loss_mask: 0.2191 2022/11/01 13:53:51 - mmengine - INFO - Epoch(train) [60][55/125] lr: 2.0000e-02 eta: 1:31:04 time: 0.4301 data_time: 0.1222 memory: 9432 loss: 0.3850 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0042 loss_cls: 0.0689 acc: 98.0225 loss_bbox: 0.0871 loss_mask: 0.2189 2022/11/01 13:53:53 - mmengine - INFO - Epoch(train) [60][60/125] lr: 2.0000e-02 eta: 1:31:00 time: 0.4468 data_time: 0.1287 memory: 9184 loss: 0.3798 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0046 loss_cls: 0.0686 acc: 98.9990 loss_bbox: 0.0875 loss_mask: 0.2142 2022/11/01 13:53:55 - mmengine - INFO - Epoch(train) [60][65/125] lr: 2.0000e-02 eta: 1:31:00 time: 0.4271 data_time: 0.1314 memory: 9360 loss: 0.3608 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0036 loss_cls: 0.0641 acc: 98.2666 loss_bbox: 0.0778 loss_mask: 0.2101 2022/11/01 13:53:57 - mmengine - INFO - Epoch(train) [60][70/125] lr: 2.0000e-02 eta: 1:30:55 time: 0.4219 data_time: 0.1286 memory: 9177 loss: 0.4070 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0049 loss_cls: 0.0737 acc: 97.8516 loss_bbox: 0.0902 loss_mask: 0.2305 2022/11/01 13:53:59 - mmengine - INFO - Epoch(train) [60][75/125] lr: 2.0000e-02 eta: 1:30:55 time: 0.4155 data_time: 0.1205 memory: 9288 loss: 0.3946 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0060 loss_cls: 0.0716 acc: 95.9473 loss_bbox: 0.0926 loss_mask: 0.2165 2022/11/01 13:54:01 - mmengine - INFO - Epoch(train) [60][80/125] lr: 2.0000e-02 eta: 1:30:50 time: 0.3963 data_time: 0.0981 memory: 9003 loss: 0.4064 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0061 loss_cls: 0.0737 acc: 98.2910 loss_bbox: 0.0953 loss_mask: 0.2236 2022/11/01 13:54:04 - mmengine - INFO - Epoch(train) [60][85/125] lr: 2.0000e-02 eta: 1:30:50 time: 0.4196 data_time: 0.1177 memory: 9186 loss: 0.4347 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0060 loss_cls: 0.0821 acc: 94.3359 loss_bbox: 0.1058 loss_mask: 0.2337 2022/11/01 13:54:06 - mmengine - INFO - Epoch(train) [60][90/125] lr: 2.0000e-02 eta: 1:30:45 time: 0.4243 data_time: 0.1281 memory: 9023 loss: 0.4329 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0052 loss_cls: 0.0845 acc: 96.9727 loss_bbox: 0.1038 loss_mask: 0.2338 2022/11/01 13:54:07 - mmengine - INFO - Epoch(train) [60][95/125] lr: 2.0000e-02 eta: 1:30:45 time: 0.3761 data_time: 0.0932 memory: 8987 loss: 0.4386 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0045 loss_cls: 0.0759 acc: 97.1680 loss_bbox: 0.0881 loss_mask: 0.2636 2022/11/01 13:54:09 - mmengine - INFO - Epoch(train) [60][100/125] lr: 2.0000e-02 eta: 1:30:39 time: 0.3495 data_time: 0.0758 memory: 9301 loss: 0.4261 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0041 loss_cls: 0.0691 acc: 99.3408 loss_bbox: 0.0787 loss_mask: 0.2664 2022/11/01 13:54:11 - mmengine - INFO - Epoch(train) [60][105/125] lr: 2.0000e-02 eta: 1:30:39 time: 0.4102 data_time: 0.1146 memory: 8849 loss: 0.4116 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0037 loss_cls: 0.0657 acc: 95.9229 loss_bbox: 0.0794 loss_mask: 0.2559 2022/11/01 13:54:14 - mmengine - INFO - Epoch(train) [60][110/125] lr: 2.0000e-02 eta: 1:30:35 time: 0.4458 data_time: 0.1330 memory: 9511 loss: 0.4021 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0049 loss_cls: 0.0679 acc: 98.5352 loss_bbox: 0.0887 loss_mask: 0.2322 2022/11/01 13:54:15 - mmengine - INFO - Epoch(train) [60][115/125] lr: 2.0000e-02 eta: 1:30:35 time: 0.3877 data_time: 0.0942 memory: 9052 loss: 0.3607 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0049 loss_cls: 0.0655 acc: 99.0234 loss_bbox: 0.0806 loss_mask: 0.2015 2022/11/01 13:54:17 - mmengine - INFO - Epoch(train) [60][120/125] lr: 2.0000e-02 eta: 1:30:28 time: 0.3541 data_time: 0.0717 memory: 8997 loss: 0.3611 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0040 loss_cls: 0.0622 acc: 97.0459 loss_bbox: 0.0704 loss_mask: 0.2171 2022/11/01 13:54:19 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:54:19 - mmengine - INFO - Epoch(train) [60][125/125] lr: 2.0000e-02 eta: 1:30:28 time: 0.3571 data_time: 0.0716 memory: 9245 loss: 0.4037 loss_rpn_cls: 0.0123 loss_rpn_bbox: 0.0050 loss_cls: 0.0712 acc: 95.5078 loss_bbox: 0.0807 loss_mask: 0.2345 2022/11/01 13:54:19 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/11/01 13:54:26 - mmengine - INFO - Epoch(val) [60][5/500] eta: 1:30:28 time: 0.0786 data_time: 0.0047 memory: 1373 2022/11/01 13:54:27 - mmengine - INFO - Epoch(val) [60][10/500] eta: 0:00:45 time: 0.0932 data_time: 0.0200 memory: 1373 2022/11/01 13:54:27 - mmengine - INFO - Epoch(val) [60][15/500] eta: 0:00:45 time: 0.0844 data_time: 0.0177 memory: 1373 2022/11/01 13:54:27 - mmengine - INFO - Epoch(val) [60][20/500] eta: 0:00:36 time: 0.0756 data_time: 0.0050 memory: 1373 2022/11/01 13:54:28 - mmengine - INFO - Epoch(val) [60][25/500] eta: 0:00:36 time: 0.0732 data_time: 0.0048 memory: 1373 2022/11/01 13:54:28 - mmengine - INFO - Epoch(val) [60][30/500] eta: 0:00:35 time: 0.0751 data_time: 0.0025 memory: 1373 2022/11/01 13:54:28 - mmengine - INFO - Epoch(val) [60][35/500] eta: 0:00:35 time: 0.0817 data_time: 0.0028 memory: 1373 2022/11/01 13:54:29 - mmengine - INFO - Epoch(val) [60][40/500] eta: 0:00:37 time: 0.0823 data_time: 0.0025 memory: 1373 2022/11/01 13:54:29 - mmengine - INFO - Epoch(val) [60][45/500] eta: 0:00:37 time: 0.0787 data_time: 0.0022 memory: 1373 2022/11/01 13:54:30 - mmengine - INFO - Epoch(val) [60][50/500] eta: 0:00:32 time: 0.0725 data_time: 0.0022 memory: 1373 2022/11/01 13:54:30 - mmengine - INFO - Epoch(val) [60][55/500] eta: 0:00:32 time: 0.0761 data_time: 0.0022 memory: 1373 2022/11/01 13:54:30 - mmengine - INFO - Epoch(val) [60][60/500] eta: 0:00:32 time: 0.0728 data_time: 0.0021 memory: 1373 2022/11/01 13:54:31 - mmengine - INFO - Epoch(val) [60][65/500] eta: 0:00:32 time: 0.0719 data_time: 0.0023 memory: 1373 2022/11/01 13:54:31 - mmengine - INFO - Epoch(val) [60][70/500] eta: 0:00:33 time: 0.0772 data_time: 0.0024 memory: 1373 2022/11/01 13:54:31 - mmengine - INFO - Epoch(val) [60][75/500] eta: 0:00:33 time: 0.0729 data_time: 0.0023 memory: 1373 2022/11/01 13:54:32 - mmengine - INFO - Epoch(val) [60][80/500] eta: 0:00:29 time: 0.0696 data_time: 0.0023 memory: 1389 2022/11/01 13:54:32 - mmengine - INFO - Epoch(val) [60][85/500] eta: 0:00:29 time: 0.0666 data_time: 0.0024 memory: 1373 2022/11/01 13:54:33 - mmengine - INFO - Epoch(val) [60][90/500] eta: 0:00:29 time: 0.0728 data_time: 0.0024 memory: 1373 2022/11/01 13:54:33 - mmengine - INFO - Epoch(val) [60][95/500] eta: 0:00:29 time: 0.0780 data_time: 0.0022 memory: 1373 2022/11/01 13:54:33 - mmengine - INFO - Epoch(val) [60][100/500] eta: 0:00:28 time: 0.0700 data_time: 0.0021 memory: 1373 2022/11/01 13:54:34 - mmengine - INFO - Epoch(val) [60][105/500] eta: 0:00:28 time: 0.0679 data_time: 0.0020 memory: 1373 2022/11/01 13:54:34 - mmengine - INFO - Epoch(val) [60][110/500] eta: 0:00:26 time: 0.0679 data_time: 0.0020 memory: 1373 2022/11/01 13:54:34 - mmengine - INFO - Epoch(val) [60][115/500] eta: 0:00:26 time: 0.0697 data_time: 0.0020 memory: 1373 2022/11/01 13:54:35 - mmengine - INFO - Epoch(val) [60][120/500] eta: 0:00:26 time: 0.0693 data_time: 0.0020 memory: 1373 2022/11/01 13:54:35 - mmengine - INFO - Epoch(val) [60][125/500] eta: 0:00:26 time: 0.0668 data_time: 0.0020 memory: 1373 2022/11/01 13:54:35 - mmengine - INFO - Epoch(val) [60][130/500] eta: 0:00:24 time: 0.0670 data_time: 0.0021 memory: 1373 2022/11/01 13:54:36 - mmengine - INFO - Epoch(val) [60][135/500] eta: 0:00:24 time: 0.0662 data_time: 0.0021 memory: 1373 2022/11/01 13:54:36 - mmengine - INFO - Epoch(val) [60][140/500] eta: 0:00:24 time: 0.0687 data_time: 0.0020 memory: 1373 2022/11/01 13:54:36 - mmengine - INFO - Epoch(val) [60][145/500] eta: 0:00:24 time: 0.0727 data_time: 0.0020 memory: 1373 2022/11/01 13:54:37 - mmengine - INFO - Epoch(val) [60][150/500] eta: 0:00:26 time: 0.0744 data_time: 0.0023 memory: 1373 2022/11/01 13:54:37 - mmengine - INFO - Epoch(val) [60][155/500] eta: 0:00:26 time: 0.0848 data_time: 0.0027 memory: 1377 2022/11/01 13:54:38 - mmengine - INFO - Epoch(val) [60][160/500] eta: 0:00:29 time: 0.0866 data_time: 0.0025 memory: 1373 2022/11/01 13:54:38 - mmengine - INFO - Epoch(val) [60][165/500] eta: 0:00:29 time: 0.0791 data_time: 0.0025 memory: 1373 2022/11/01 13:54:38 - mmengine - INFO - Epoch(val) [60][170/500] eta: 0:00:25 time: 0.0778 data_time: 0.0026 memory: 1373 2022/11/01 13:54:39 - mmengine - INFO - Epoch(val) [60][175/500] eta: 0:00:25 time: 0.0779 data_time: 0.0089 memory: 1373 2022/11/01 13:54:39 - mmengine - INFO - Epoch(val) [60][180/500] eta: 0:00:24 time: 0.0780 data_time: 0.0088 memory: 1377 2022/11/01 13:54:40 - mmengine - INFO - Epoch(val) [60][185/500] eta: 0:00:24 time: 0.0782 data_time: 0.0024 memory: 1377 2022/11/01 13:54:40 - mmengine - INFO - Epoch(val) [60][190/500] eta: 0:00:23 time: 0.0769 data_time: 0.0024 memory: 1373 2022/11/01 13:54:40 - mmengine - INFO - Epoch(val) [60][195/500] eta: 0:00:23 time: 0.0714 data_time: 0.0024 memory: 1373 2022/11/01 13:54:41 - mmengine - INFO - Epoch(val) [60][200/500] eta: 0:00:25 time: 0.0842 data_time: 0.0023 memory: 1901 2022/11/01 13:54:41 - mmengine - INFO - Epoch(val) [60][205/500] eta: 0:00:25 time: 0.0830 data_time: 0.0023 memory: 1373 2022/11/01 13:54:41 - mmengine - INFO - Epoch(val) [60][210/500] eta: 0:00:19 time: 0.0670 data_time: 0.0023 memory: 1373 2022/11/01 13:54:42 - mmengine - INFO - Epoch(val) [60][215/500] eta: 0:00:19 time: 0.0700 data_time: 0.0022 memory: 1373 2022/11/01 13:54:42 - mmengine - INFO - Epoch(val) [60][220/500] eta: 0:00:20 time: 0.0727 data_time: 0.0021 memory: 1373 2022/11/01 13:54:43 - mmengine - INFO - Epoch(val) [60][225/500] eta: 0:00:20 time: 0.0749 data_time: 0.0020 memory: 1373 2022/11/01 13:54:43 - mmengine - INFO - Epoch(val) 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data_time: 0.0025 memory: 1373 2022/11/01 13:54:49 - mmengine - INFO - Epoch(val) [60][315/500] eta: 0:00:13 time: 0.0783 data_time: 0.0046 memory: 1482 2022/11/01 13:54:50 - mmengine - INFO - Epoch(val) [60][320/500] eta: 0:00:14 time: 0.0824 data_time: 0.0047 memory: 1389 2022/11/01 13:54:50 - mmengine - INFO - Epoch(val) [60][325/500] eta: 0:00:14 time: 0.0954 data_time: 0.0024 memory: 1517 2022/11/01 13:54:51 - mmengine - INFO - Epoch(val) [60][330/500] eta: 0:00:15 time: 0.0903 data_time: 0.0023 memory: 1373 2022/11/01 13:54:51 - mmengine - INFO - Epoch(val) [60][335/500] eta: 0:00:15 time: 0.0654 data_time: 0.0023 memory: 1373 2022/11/01 13:54:51 - mmengine - INFO - Epoch(val) [60][340/500] eta: 0:00:13 time: 0.0864 data_time: 0.0022 memory: 1901 2022/11/01 13:54:52 - mmengine - INFO - Epoch(val) [60][345/500] eta: 0:00:13 time: 0.0899 data_time: 0.0023 memory: 1373 2022/11/01 13:54:52 - mmengine - INFO - Epoch(val) [60][350/500] eta: 0:00:11 time: 0.0771 data_time: 0.0023 memory: 1412 2022/11/01 13:54:53 - mmengine - INFO - Epoch(val) [60][355/500] eta: 0:00:11 time: 0.0860 data_time: 0.0127 memory: 1373 2022/11/01 13:54:53 - mmengine - INFO - Epoch(val) [60][360/500] eta: 0:00:10 time: 0.0778 data_time: 0.0127 memory: 1373 2022/11/01 13:54:53 - mmengine - INFO - Epoch(val) [60][365/500] eta: 0:00:10 time: 0.0674 data_time: 0.0022 memory: 1373 2022/11/01 13:54:54 - mmengine - INFO - Epoch(val) [60][370/500] eta: 0:00:08 time: 0.0643 data_time: 0.0022 memory: 1373 2022/11/01 13:54:54 - mmengine - INFO - Epoch(val) [60][375/500] eta: 0:00:08 time: 0.0645 data_time: 0.0022 memory: 1373 2022/11/01 13:54:54 - mmengine - INFO - Epoch(val) [60][380/500] eta: 0:00:08 time: 0.0737 data_time: 0.0023 memory: 1373 2022/11/01 13:54:55 - mmengine - INFO - Epoch(val) [60][385/500] eta: 0:00:08 time: 0.0748 data_time: 0.0024 memory: 1373 2022/11/01 13:54:55 - mmengine - INFO - Epoch(val) [60][390/500] eta: 0:00:07 time: 0.0704 data_time: 0.0022 memory: 1373 2022/11/01 13:54:55 - mmengine - INFO - Epoch(val) [60][395/500] eta: 0:00:07 time: 0.0692 data_time: 0.0022 memory: 1373 2022/11/01 13:54:56 - mmengine - INFO - Epoch(val) [60][400/500] eta: 0:00:06 time: 0.0691 data_time: 0.0022 memory: 1373 2022/11/01 13:54:56 - mmengine - INFO - Epoch(val) [60][405/500] eta: 0:00:06 time: 0.0724 data_time: 0.0022 memory: 1373 2022/11/01 13:54:57 - mmengine - INFO - Epoch(val) [60][410/500] eta: 0:00:06 time: 0.0765 data_time: 0.0022 memory: 1389 2022/11/01 13:54:57 - mmengine - INFO - Epoch(val) [60][415/500] eta: 0:00:06 time: 0.0720 data_time: 0.0021 memory: 1373 2022/11/01 13:54:57 - mmengine - INFO - Epoch(val) [60][420/500] eta: 0:00:05 time: 0.0636 data_time: 0.0020 memory: 1373 2022/11/01 13:54:58 - mmengine - INFO - Epoch(val) [60][425/500] eta: 0:00:05 time: 0.0730 data_time: 0.0025 memory: 1373 2022/11/01 13:54:58 - mmengine - INFO - Epoch(val) [60][430/500] eta: 0:00:05 time: 0.0785 data_time: 0.0029 memory: 1373 2022/11/01 13:54:58 - mmengine - INFO - Epoch(val) [60][435/500] eta: 0:00:05 time: 0.0756 data_time: 0.0029 memory: 1373 2022/11/01 13:54:59 - mmengine - INFO - Epoch(val) [60][440/500] eta: 0:00:04 time: 0.0822 data_time: 0.0031 memory: 1373 2022/11/01 13:54:59 - mmengine - INFO - Epoch(val) [60][445/500] eta: 0:00:04 time: 0.0933 data_time: 0.0037 memory: 1373 2022/11/01 13:55:00 - mmengine - INFO - Epoch(val) [60][450/500] eta: 0:00:04 time: 0.0944 data_time: 0.0039 memory: 1373 2022/11/01 13:55:00 - mmengine - INFO - Epoch(val) [60][455/500] eta: 0:00:04 time: 0.0852 data_time: 0.0031 memory: 1373 2022/11/01 13:55:01 - mmengine - INFO - Epoch(val) [60][460/500] eta: 0:00:02 time: 0.0728 data_time: 0.0025 memory: 1373 2022/11/01 13:55:01 - mmengine - INFO - Epoch(val) [60][465/500] eta: 0:00:02 time: 0.0693 data_time: 0.0025 memory: 1373 2022/11/01 13:55:01 - mmengine - INFO - Epoch(val) [60][470/500] eta: 0:00:02 time: 0.0843 data_time: 0.0092 memory: 1373 2022/11/01 13:55:02 - mmengine - INFO - Epoch(val) [60][475/500] eta: 0:00:02 time: 0.0782 data_time: 0.0091 memory: 1373 2022/11/01 13:55:02 - mmengine - INFO - Epoch(val) [60][480/500] eta: 0:00:01 time: 0.0694 data_time: 0.0024 memory: 1373 2022/11/01 13:55:02 - mmengine - INFO - Epoch(val) [60][485/500] eta: 0:00:01 time: 0.0719 data_time: 0.0023 memory: 1373 2022/11/01 13:55:03 - mmengine - INFO - Epoch(val) [60][490/500] eta: 0:00:00 time: 0.0781 data_time: 0.0024 memory: 1373 2022/11/01 13:55:03 - mmengine - INFO - Epoch(val) [60][495/500] eta: 0:00:00 time: 0.0837 data_time: 0.0024 memory: 1373 2022/11/01 13:55:04 - mmengine - INFO - Epoch(val) [60][500/500] eta: 0:00:00 time: 0.0721 data_time: 0.0029 memory: 1373 2022/11/01 13:55:04 - mmengine - INFO - Evaluating hmean-iou... 2022/11/01 13:55:04 - mmengine - INFO - prediction score threshold: 0.30, recall: 0.8402, precision: 0.6270, hmean: 0.7181 2022/11/01 13:55:04 - mmengine - INFO - prediction score threshold: 0.40, recall: 0.8209, precision: 0.7034, hmean: 0.7576 2022/11/01 13:55:04 - mmengine - INFO - prediction score threshold: 0.50, recall: 0.8055, precision: 0.7598, hmean: 0.7820 2022/11/01 13:55:04 - mmengine - INFO - prediction score threshold: 0.60, recall: 0.7819, precision: 0.8206, hmean: 0.8008 2022/11/01 13:55:04 - mmengine - INFO - prediction score threshold: 0.70, recall: 0.7520, precision: 0.8592, hmean: 0.8021 2022/11/01 13:55:04 - mmengine - INFO - prediction score threshold: 0.80, recall: 0.7111, precision: 0.8924, hmean: 0.7915 2022/11/01 13:55:04 - mmengine - INFO - prediction score threshold: 0.90, recall: 0.6153, precision: 0.9383, hmean: 0.7432 2022/11/01 13:55:04 - mmengine - INFO - Epoch(val) [60][500/500] icdar/precision: 0.8592 icdar/recall: 0.7520 icdar/hmean: 0.8021 2022/11/01 13:55:06 - mmengine - INFO - Epoch(train) [61][5/125] lr: 2.0000e-02 eta: 0:00:00 time: 0.4524 data_time: 0.1514 memory: 9278 loss: 0.4306 loss_rpn_cls: 0.0115 loss_rpn_bbox: 0.0057 loss_cls: 0.0818 acc: 96.4600 loss_bbox: 0.0995 loss_mask: 0.2320 2022/11/01 13:55:08 - mmengine - INFO - Epoch(train) [61][10/125] lr: 2.0000e-02 eta: 1:30:18 time: 0.4849 data_time: 0.1680 memory: 9307 loss: 0.4468 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0057 loss_cls: 0.0886 acc: 94.6045 loss_bbox: 0.1083 loss_mask: 0.2365 2022/11/01 13:55:10 - mmengine - INFO - Epoch(train) [61][15/125] lr: 2.0000e-02 eta: 1:30:18 time: 0.4128 data_time: 0.1027 memory: 9088 loss: 0.4324 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0051 loss_cls: 0.0789 acc: 97.8760 loss_bbox: 0.0963 loss_mask: 0.2453 2022/11/01 13:55:13 - mmengine - INFO - Epoch(train) [61][20/125] lr: 2.0000e-02 eta: 1:30:13 time: 0.4162 data_time: 0.1153 memory: 9213 loss: 0.4077 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0043 loss_cls: 0.0659 acc: 96.6797 loss_bbox: 0.0858 loss_mask: 0.2469 2022/11/01 13:55:15 - mmengine - INFO - Epoch(train) [61][25/125] lr: 2.0000e-02 eta: 1:30:13 time: 0.4475 data_time: 0.1389 memory: 9128 loss: 0.4209 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0049 loss_cls: 0.0732 acc: 96.3135 loss_bbox: 0.0857 loss_mask: 0.2495 2022/11/01 13:55:17 - mmengine - INFO - Epoch(train) [61][30/125] lr: 2.0000e-02 eta: 1:30:09 time: 0.4400 data_time: 0.1355 memory: 9699 loss: 0.4366 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0059 loss_cls: 0.0851 acc: 97.8027 loss_bbox: 0.1015 loss_mask: 0.2362 2022/11/01 13:55:19 - mmengine - INFO - Epoch(train) [61][35/125] lr: 2.0000e-02 eta: 1:30:09 time: 0.4325 data_time: 0.1408 memory: 9007 loss: 0.4054 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0051 loss_cls: 0.0766 acc: 98.2666 loss_bbox: 0.1007 loss_mask: 0.2183 2022/11/01 13:55:21 - mmengine - INFO - Epoch(train) [61][40/125] lr: 2.0000e-02 eta: 1:30:05 time: 0.4433 data_time: 0.1193 memory: 10034 loss: 0.4117 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0048 loss_cls: 0.0767 acc: 96.8018 loss_bbox: 0.1060 loss_mask: 0.2189 2022/11/01 13:55:23 - mmengine - INFO - Epoch(train) [61][45/125] lr: 2.0000e-02 eta: 1:30:05 time: 0.4203 data_time: 0.0870 memory: 9304 loss: 0.4151 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0051 loss_cls: 0.0798 acc: 95.6055 loss_bbox: 0.1046 loss_mask: 0.2199 2022/11/01 13:55:26 - mmengine - INFO - Epoch(train) [61][50/125] lr: 2.0000e-02 eta: 1:30:00 time: 0.4061 data_time: 0.1029 memory: 9118 loss: 0.4343 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0049 loss_cls: 0.0819 acc: 97.2900 loss_bbox: 0.1015 loss_mask: 0.2386 2022/11/01 13:55:28 - mmengine - INFO - Epoch(train) [61][55/125] lr: 2.0000e-02 eta: 1:30:00 time: 0.4609 data_time: 0.1391 memory: 9291 loss: 0.4657 loss_rpn_cls: 0.0097 loss_rpn_bbox: 0.0051 loss_cls: 0.0946 acc: 97.0215 loss_bbox: 0.1112 loss_mask: 0.2451 2022/11/01 13:55:30 - mmengine - INFO - Epoch(train) [61][60/125] lr: 2.0000e-02 eta: 1:29:57 time: 0.4884 data_time: 0.1531 memory: 8971 loss: 0.4069 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0042 loss_cls: 0.0853 acc: 97.4609 loss_bbox: 0.0929 loss_mask: 0.2170 2022/11/01 13:55:32 - mmengine - INFO - Epoch(train) [61][65/125] lr: 2.0000e-02 eta: 1:29:57 time: 0.4386 data_time: 0.1181 memory: 9604 loss: 0.3839 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0043 loss_cls: 0.0742 acc: 99.3164 loss_bbox: 0.0874 loss_mask: 0.2112 2022/11/01 13:55:35 - mmengine - INFO - Epoch(train) [61][70/125] lr: 2.0000e-02 eta: 1:29:52 time: 0.4438 data_time: 0.1050 memory: 10228 loss: 0.4278 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0051 loss_cls: 0.0790 acc: 95.9961 loss_bbox: 0.1063 loss_mask: 0.2304 2022/11/01 13:55:37 - mmengine - INFO - Epoch(train) [61][75/125] lr: 2.0000e-02 eta: 1:29:52 time: 0.4630 data_time: 0.1180 memory: 9689 loss: 0.4516 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0049 loss_cls: 0.0872 acc: 97.7539 loss_bbox: 0.1164 loss_mask: 0.2379 2022/11/01 13:55:40 - mmengine - INFO - Epoch(train) [61][80/125] lr: 2.0000e-02 eta: 1:29:49 time: 0.4700 data_time: 0.1301 memory: 9252 loss: 0.4524 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0045 loss_cls: 0.0881 acc: 97.3633 loss_bbox: 0.1127 loss_mask: 0.2417 2022/11/01 13:55:41 - mmengine - INFO - Epoch(train) [61][85/125] lr: 2.0000e-02 eta: 1:29:49 time: 0.4408 data_time: 0.1176 memory: 8963 loss: 0.4014 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0037 loss_cls: 0.0669 acc: 97.8027 loss_bbox: 0.0832 loss_mask: 0.2425 2022/11/01 13:55:43 - mmengine - INFO - Epoch(train) [61][90/125] lr: 2.0000e-02 eta: 1:29:43 time: 0.3852 data_time: 0.0896 memory: 8908 loss: 0.3763 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0034 loss_cls: 0.0539 acc: 99.7314 loss_bbox: 0.0624 loss_mask: 0.2500 2022/11/01 13:55:46 - mmengine - INFO - Epoch(train) [61][95/125] lr: 2.0000e-02 eta: 1:29:43 time: 0.4077 data_time: 0.1026 memory: 9059 loss: 0.3794 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0040 loss_cls: 0.0609 acc: 97.6074 loss_bbox: 0.0730 loss_mask: 0.2355 2022/11/01 13:55:48 - mmengine - INFO - Epoch(train) [61][100/125] lr: 2.0000e-02 eta: 1:29:39 time: 0.4381 data_time: 0.1203 memory: 9095 loss: 0.3824 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0041 loss_cls: 0.0735 acc: 97.3389 loss_bbox: 0.0835 loss_mask: 0.2144 2022/11/01 13:55:50 - mmengine - INFO - Epoch(train) [61][105/125] lr: 2.0000e-02 eta: 1:29:39 time: 0.4265 data_time: 0.1207 memory: 8977 loss: 0.4042 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0039 loss_cls: 0.0750 acc: 97.0459 loss_bbox: 0.0903 loss_mask: 0.2281 2022/11/01 13:55:52 - mmengine - INFO - Epoch(train) [61][110/125] lr: 2.0000e-02 eta: 1:29:34 time: 0.4084 data_time: 0.1147 memory: 9158 loss: 0.4183 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0043 loss_cls: 0.0770 acc: 96.9971 loss_bbox: 0.0957 loss_mask: 0.2350 2022/11/01 13:55:54 - mmengine - INFO - Epoch(train) [61][115/125] lr: 2.0000e-02 eta: 1:29:34 time: 0.4022 data_time: 0.1018 memory: 9173 loss: 0.4371 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0048 loss_cls: 0.0816 acc: 97.9004 loss_bbox: 0.1065 loss_mask: 0.2372 2022/11/01 13:55:56 - mmengine - INFO - Epoch(train) [61][120/125] lr: 2.0000e-02 eta: 1:29:29 time: 0.3918 data_time: 0.0910 memory: 9016 loss: 0.3982 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0040 loss_cls: 0.0678 acc: 96.9971 loss_bbox: 0.0934 loss_mask: 0.2291 2022/11/01 13:55:58 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:55:58 - mmengine - INFO - Epoch(train) [61][125/125] lr: 2.0000e-02 eta: 1:29:29 time: 0.3731 data_time: 0.0769 memory: 9233 loss: 0.3694 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0044 loss_cls: 0.0676 acc: 94.1162 loss_bbox: 0.0805 loss_mask: 0.2125 2022/11/01 13:56:00 - mmengine - INFO - Epoch(train) [62][5/125] lr: 2.0000e-02 eta: 1:29:29 time: 0.4273 data_time: 0.1270 memory: 8990 loss: 0.3807 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0048 loss_cls: 0.0753 acc: 97.1191 loss_bbox: 0.0807 loss_mask: 0.2147 2022/11/01 13:56:02 - mmengine - INFO - Epoch(train) [62][10/125] lr: 2.0000e-02 eta: 1:29:18 time: 0.4695 data_time: 0.1653 memory: 9154 loss: 0.4058 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0051 loss_cls: 0.0787 acc: 95.6055 loss_bbox: 0.0925 loss_mask: 0.2246 2022/11/01 13:56:04 - mmengine - INFO - Epoch(train) [62][15/125] lr: 2.0000e-02 eta: 1:29:18 time: 0.4112 data_time: 0.1135 memory: 9455 loss: 0.4145 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0059 loss_cls: 0.0812 acc: 98.9014 loss_bbox: 0.0970 loss_mask: 0.2249 2022/11/01 13:56:06 - mmengine - INFO - Epoch(train) [62][20/125] lr: 2.0000e-02 eta: 1:29:12 time: 0.3735 data_time: 0.0816 memory: 9389 loss: 0.4072 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0050 loss_cls: 0.0783 acc: 97.4365 loss_bbox: 0.0895 loss_mask: 0.2283 2022/11/01 13:56:08 - mmengine - INFO - Epoch(train) [62][25/125] lr: 2.0000e-02 eta: 1:29:12 time: 0.4050 data_time: 0.0929 memory: 9157 loss: 0.3661 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0040 loss_cls: 0.0667 acc: 98.0957 loss_bbox: 0.0816 loss_mask: 0.2077 2022/11/01 13:56:10 - mmengine - INFO - Epoch(train) [62][30/125] lr: 2.0000e-02 eta: 1:29:08 time: 0.4328 data_time: 0.1166 memory: 9137 loss: 0.3556 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0038 loss_cls: 0.0614 acc: 97.0215 loss_bbox: 0.0729 loss_mask: 0.2116 2022/11/01 13:56:12 - mmengine - INFO - Epoch(train) [62][35/125] lr: 2.0000e-02 eta: 1:29:08 time: 0.3951 data_time: 0.0982 memory: 9075 loss: 0.3937 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0037 loss_cls: 0.0679 acc: 97.8027 loss_bbox: 0.0782 loss_mask: 0.2376 2022/11/01 13:56:14 - mmengine - INFO - Epoch(train) [62][40/125] lr: 2.0000e-02 eta: 1:29:02 time: 0.3779 data_time: 0.0775 memory: 9164 loss: 0.4215 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0040 loss_cls: 0.0745 acc: 96.9727 loss_bbox: 0.0909 loss_mask: 0.2449 2022/11/01 13:56:17 - mmengine - INFO - Epoch(train) [62][45/125] lr: 2.0000e-02 eta: 1:29:02 time: 0.4471 data_time: 0.1082 memory: 8981 loss: 0.4089 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0042 loss_cls: 0.0736 acc: 97.2656 loss_bbox: 0.0934 loss_mask: 0.2313 2022/11/01 13:56:19 - mmengine - INFO - Epoch(train) [62][50/125] lr: 2.0000e-02 eta: 1:28:59 time: 0.4804 data_time: 0.1424 memory: 9233 loss: 0.3924 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0053 loss_cls: 0.0756 acc: 99.2432 loss_bbox: 0.0950 loss_mask: 0.2102 2022/11/01 13:56:21 - mmengine - INFO - Epoch(train) [62][55/125] lr: 2.0000e-02 eta: 1:28:59 time: 0.4225 data_time: 0.1171 memory: 9151 loss: 0.4179 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0048 loss_cls: 0.0808 acc: 96.8262 loss_bbox: 0.0954 loss_mask: 0.2310 2022/11/01 13:56:23 - mmengine - INFO - Epoch(train) [62][60/125] lr: 2.0000e-02 eta: 1:28:54 time: 0.3940 data_time: 0.0757 memory: 10986 loss: 0.4554 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0054 loss_cls: 0.0932 acc: 97.7539 loss_bbox: 0.1082 loss_mask: 0.2399 2022/11/01 13:56:25 - mmengine - INFO - Epoch(train) [62][65/125] lr: 2.0000e-02 eta: 1:28:54 time: 0.3833 data_time: 0.0745 memory: 8829 loss: 0.4301 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0051 loss_cls: 0.0833 acc: 98.1445 loss_bbox: 0.1011 loss_mask: 0.2326 2022/11/01 13:56:27 - mmengine - INFO - Epoch(train) [62][70/125] lr: 2.0000e-02 eta: 1:28:48 time: 0.3779 data_time: 0.0922 memory: 8904 loss: 0.3512 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0031 loss_cls: 0.0560 acc: 98.3398 loss_bbox: 0.0681 loss_mask: 0.2209 2022/11/01 13:56:28 - mmengine - INFO - Epoch(train) [62][75/125] lr: 2.0000e-02 eta: 1:28:48 time: 0.3706 data_time: 0.0811 memory: 9043 loss: 0.3495 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0033 loss_cls: 0.0578 acc: 96.8262 loss_bbox: 0.0755 loss_mask: 0.2099 2022/11/01 13:56:30 - mmengine - INFO - Epoch(train) [62][80/125] lr: 2.0000e-02 eta: 1:28:42 time: 0.3670 data_time: 0.0770 memory: 9158 loss: 0.3490 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0029 loss_cls: 0.0566 acc: 98.4131 loss_bbox: 0.0737 loss_mask: 0.2131 2022/11/01 13:56:32 - mmengine - INFO - Epoch(train) [62][85/125] lr: 2.0000e-02 eta: 1:28:42 time: 0.3910 data_time: 0.1007 memory: 9092 loss: 0.3534 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0031 loss_cls: 0.0539 acc: 99.5361 loss_bbox: 0.0702 loss_mask: 0.2234 2022/11/01 13:56:35 - mmengine - INFO - Epoch(train) [62][90/125] lr: 2.0000e-02 eta: 1:28:38 time: 0.4261 data_time: 0.1213 memory: 10192 loss: 0.4281 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0052 loss_cls: 0.0756 acc: 97.4121 loss_bbox: 0.0941 loss_mask: 0.2458 2022/11/01 13:56:36 - mmengine - INFO - Epoch(train) [62][95/125] lr: 2.0000e-02 eta: 1:28:38 time: 0.4056 data_time: 0.1067 memory: 9478 loss: 0.4142 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0054 loss_cls: 0.0763 acc: 98.5840 loss_bbox: 0.0901 loss_mask: 0.2337 2022/11/01 13:56:38 - mmengine - INFO - Epoch(train) [62][100/125] lr: 2.0000e-02 eta: 1:28:32 time: 0.3738 data_time: 0.0873 memory: 9213 loss: 0.3625 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0036 loss_cls: 0.0611 acc: 96.1426 loss_bbox: 0.0762 loss_mask: 0.2175 2022/11/01 13:56:40 - mmengine - INFO - Epoch(train) [62][105/125] lr: 2.0000e-02 eta: 1:28:32 time: 0.4045 data_time: 0.1073 memory: 9177 loss: 0.4114 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0047 loss_cls: 0.0737 acc: 96.5576 loss_bbox: 0.0979 loss_mask: 0.2305 2022/11/01 13:56:42 - mmengine - INFO - Epoch(train) [62][110/125] lr: 2.0000e-02 eta: 1:28:27 time: 0.4175 data_time: 0.1191 memory: 9419 loss: 0.4298 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0051 loss_cls: 0.0780 acc: 97.9736 loss_bbox: 0.1076 loss_mask: 0.2343 2022/11/01 13:56:45 - mmengine - INFO - Epoch(train) [62][115/125] lr: 2.0000e-02 eta: 1:28:27 time: 0.4236 data_time: 0.1223 memory: 9275 loss: 0.4057 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0042 loss_cls: 0.0739 acc: 98.3887 loss_bbox: 0.0942 loss_mask: 0.2282 2022/11/01 13:56:47 - mmengine - INFO - Epoch(train) [62][120/125] lr: 2.0000e-02 eta: 1:28:23 time: 0.4315 data_time: 0.1255 memory: 9082 loss: 0.4123 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0053 loss_cls: 0.0758 acc: 97.6807 loss_bbox: 0.0958 loss_mask: 0.2284 2022/11/01 13:56:49 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:56:49 - mmengine - INFO - Epoch(train) [62][125/125] lr: 2.0000e-02 eta: 1:28:23 time: 0.3908 data_time: 0.0904 memory: 9258 loss: 0.4203 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0058 loss_cls: 0.0768 acc: 96.5820 loss_bbox: 0.0990 loss_mask: 0.2315 2022/11/01 13:56:52 - mmengine - INFO - Epoch(train) [63][5/125] lr: 2.0000e-02 eta: 1:28:23 time: 0.5244 data_time: 0.1903 memory: 9141 loss: 0.4403 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0056 loss_cls: 0.0891 acc: 97.4365 loss_bbox: 0.0997 loss_mask: 0.2370 2022/11/01 13:56:54 - mmengine - INFO - Epoch(train) [63][10/125] lr: 2.0000e-02 eta: 1:28:14 time: 0.5383 data_time: 0.1999 memory: 9360 loss: 0.4403 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0048 loss_cls: 0.0868 acc: 96.0205 loss_bbox: 0.0979 loss_mask: 0.2423 2022/11/01 13:56:56 - mmengine - INFO - Epoch(train) [63][15/125] lr: 2.0000e-02 eta: 1:28:14 time: 0.3928 data_time: 0.0919 memory: 9101 loss: 0.3988 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0045 loss_cls: 0.0745 acc: 98.4863 loss_bbox: 0.0880 loss_mask: 0.2253 2022/11/01 13:56:58 - mmengine - INFO - Epoch(train) [63][20/125] lr: 2.0000e-02 eta: 1:28:10 time: 0.4365 data_time: 0.1226 memory: 10232 loss: 0.4029 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0050 loss_cls: 0.0827 acc: 98.1934 loss_bbox: 0.1005 loss_mask: 0.2091 2022/11/01 13:57:00 - mmengine - INFO - Epoch(train) [63][25/125] lr: 2.0000e-02 eta: 1:28:10 time: 0.4254 data_time: 0.1210 memory: 8728 loss: 0.3846 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0036 loss_cls: 0.0727 acc: 98.6816 loss_bbox: 0.0886 loss_mask: 0.2152 2022/11/01 13:57:02 - mmengine - INFO - Epoch(train) [63][30/125] lr: 2.0000e-02 eta: 1:28:05 time: 0.3963 data_time: 0.1110 memory: 8869 loss: 0.3826 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0032 loss_cls: 0.0666 acc: 96.8506 loss_bbox: 0.0698 loss_mask: 0.2383 2022/11/01 13:57:04 - mmengine - INFO - Epoch(train) [63][35/125] lr: 2.0000e-02 eta: 1:28:05 time: 0.3906 data_time: 0.0991 memory: 9272 loss: 0.4065 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0047 loss_cls: 0.0745 acc: 94.6777 loss_bbox: 0.0826 loss_mask: 0.2377 2022/11/01 13:57:06 - mmengine - INFO - Epoch(train) [63][40/125] lr: 2.0000e-02 eta: 1:28:00 time: 0.4039 data_time: 0.1096 memory: 9357 loss: 0.3963 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0051 loss_cls: 0.0700 acc: 95.3613 loss_bbox: 0.0886 loss_mask: 0.2256 2022/11/01 13:57:09 - mmengine - INFO - Epoch(train) [63][45/125] lr: 2.0000e-02 eta: 1:28:00 time: 0.4561 data_time: 0.1623 memory: 9141 loss: 0.4347 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0053 loss_cls: 0.0806 acc: 97.4854 loss_bbox: 0.1013 loss_mask: 0.2406 2022/11/01 13:57:11 - mmengine - INFO - Epoch(train) [63][50/125] lr: 2.0000e-02 eta: 1:27:55 time: 0.4285 data_time: 0.1386 memory: 9614 loss: 0.4631 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0066 loss_cls: 0.0918 acc: 98.5596 loss_bbox: 0.1155 loss_mask: 0.2420 2022/11/01 13:57:12 - mmengine - INFO - Epoch(train) [63][55/125] lr: 2.0000e-02 eta: 1:27:55 time: 0.3770 data_time: 0.0875 memory: 9232 loss: 0.4302 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0059 loss_cls: 0.0828 acc: 98.0469 loss_bbox: 0.1000 loss_mask: 0.2341 2022/11/01 13:57:15 - mmengine - INFO - Epoch(train) [63][60/125] lr: 2.0000e-02 eta: 1:27:50 time: 0.3937 data_time: 0.0958 memory: 9327 loss: 0.3907 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0046 loss_cls: 0.0723 acc: 97.6562 loss_bbox: 0.0836 loss_mask: 0.2220 2022/11/01 13:57:17 - mmengine - INFO - Epoch(train) [63][65/125] lr: 2.0000e-02 eta: 1:27:50 time: 0.4514 data_time: 0.1534 memory: 9439 loss: 0.4086 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0048 loss_cls: 0.0791 acc: 96.0693 loss_bbox: 0.0957 loss_mask: 0.2212 2022/11/01 13:57:19 - mmengine - INFO - Epoch(train) [63][70/125] lr: 2.0000e-02 eta: 1:27:46 time: 0.4598 data_time: 0.1507 memory: 10216 loss: 0.4646 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0055 loss_cls: 0.0881 acc: 94.6045 loss_bbox: 0.1097 loss_mask: 0.2544 2022/11/01 13:57:21 - mmengine - INFO - Epoch(train) [63][75/125] lr: 2.0000e-02 eta: 1:27:46 time: 0.3948 data_time: 0.0840 memory: 9209 loss: 0.4290 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0050 loss_cls: 0.0773 acc: 98.5840 loss_bbox: 0.1019 loss_mask: 0.2398 2022/11/01 13:57:23 - mmengine - INFO - Epoch(train) [63][80/125] lr: 2.0000e-02 eta: 1:27:42 time: 0.4355 data_time: 0.0999 memory: 9003 loss: 0.3799 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0039 loss_cls: 0.0734 acc: 96.8994 loss_bbox: 0.0804 loss_mask: 0.2170 2022/11/01 13:57:26 - mmengine - INFO - Epoch(train) [63][85/125] lr: 2.0000e-02 eta: 1:27:42 time: 0.4842 data_time: 0.1368 memory: 9631 loss: 0.4012 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0041 loss_cls: 0.0782 acc: 96.4844 loss_bbox: 0.0862 loss_mask: 0.2271 2022/11/01 13:57:28 - mmengine - INFO - Epoch(train) [63][90/125] lr: 2.0000e-02 eta: 1:27:38 time: 0.4529 data_time: 0.1160 memory: 9157 loss: 0.4163 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0050 loss_cls: 0.0733 acc: 97.7783 loss_bbox: 0.0983 loss_mask: 0.2327 2022/11/01 13:57:30 - mmengine - INFO - Epoch(train) [63][95/125] lr: 2.0000e-02 eta: 1:27:38 time: 0.4397 data_time: 0.0922 memory: 9000 loss: 0.3916 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0050 loss_cls: 0.0642 acc: 97.4854 loss_bbox: 0.0937 loss_mask: 0.2225 2022/11/01 13:57:32 - mmengine - INFO - Epoch(train) [63][100/125] lr: 2.0000e-02 eta: 1:27:34 time: 0.4453 data_time: 0.1089 memory: 9137 loss: 0.3678 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0043 loss_cls: 0.0576 acc: 98.1689 loss_bbox: 0.0896 loss_mask: 0.2127 2022/11/01 13:57:35 - mmengine - INFO - Epoch(train) [63][105/125] lr: 2.0000e-02 eta: 1:27:34 time: 0.4399 data_time: 0.1250 memory: 9236 loss: 0.3970 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0045 loss_cls: 0.0639 acc: 98.1201 loss_bbox: 0.0925 loss_mask: 0.2307 2022/11/01 13:57:37 - mmengine - INFO - Epoch(train) [63][110/125] lr: 2.0000e-02 eta: 1:27:30 time: 0.4345 data_time: 0.1314 memory: 9023 loss: 0.4158 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0043 loss_cls: 0.0749 acc: 97.4121 loss_bbox: 0.0937 loss_mask: 0.2366 2022/11/01 13:57:39 - mmengine - INFO - Epoch(train) [63][115/125] lr: 2.0000e-02 eta: 1:27:30 time: 0.4160 data_time: 0.1136 memory: 9095 loss: 0.4295 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0058 loss_cls: 0.0812 acc: 97.6807 loss_bbox: 0.0936 loss_mask: 0.2410 2022/11/01 13:57:41 - mmengine - INFO - Epoch(train) [63][120/125] lr: 2.0000e-02 eta: 1:27:25 time: 0.4177 data_time: 0.1202 memory: 9271 loss: 0.4430 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0065 loss_cls: 0.0855 acc: 98.0957 loss_bbox: 0.1038 loss_mask: 0.2389 2022/11/01 13:57:43 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:57:43 - mmengine - INFO - Epoch(train) [63][125/125] lr: 2.0000e-02 eta: 1:27:25 time: 0.3998 data_time: 0.1006 memory: 9186 loss: 0.4146 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0043 loss_cls: 0.0741 acc: 98.0957 loss_bbox: 0.0957 loss_mask: 0.2348 2022/11/01 13:57:45 - mmengine - INFO - Epoch(train) [64][5/125] lr: 2.0000e-02 eta: 1:27:25 time: 0.4065 data_time: 0.1096 memory: 9209 loss: 0.4044 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0043 loss_cls: 0.0690 acc: 96.1426 loss_bbox: 0.0930 loss_mask: 0.2316 2022/11/01 13:57:47 - mmengine - INFO - Epoch(train) [64][10/125] lr: 2.0000e-02 eta: 1:27:14 time: 0.4361 data_time: 0.1366 memory: 9072 loss: 0.4211 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0052 loss_cls: 0.0756 acc: 97.0459 loss_bbox: 0.1042 loss_mask: 0.2293 2022/11/01 13:57:49 - mmengine - INFO - Epoch(train) [64][15/125] lr: 2.0000e-02 eta: 1:27:14 time: 0.3882 data_time: 0.0844 memory: 9294 loss: 0.4316 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0049 loss_cls: 0.0827 acc: 97.3633 loss_bbox: 0.1051 loss_mask: 0.2343 2022/11/01 13:57:51 - mmengine - INFO - Epoch(train) [64][20/125] lr: 2.0000e-02 eta: 1:27:09 time: 0.3897 data_time: 0.0818 memory: 8914 loss: 0.4061 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0822 acc: 97.3877 loss_bbox: 0.0974 loss_mask: 0.2175 2022/11/01 13:57:53 - mmengine - INFO - Epoch(train) [64][25/125] lr: 2.0000e-02 eta: 1:27:09 time: 0.4194 data_time: 0.1130 memory: 9259 loss: 0.3955 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0038 loss_cls: 0.0743 acc: 98.0713 loss_bbox: 0.0906 loss_mask: 0.2211 2022/11/01 13:57:55 - mmengine - INFO - Epoch(train) [64][30/125] lr: 2.0000e-02 eta: 1:27:04 time: 0.4070 data_time: 0.1099 memory: 9232 loss: 0.3861 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0038 loss_cls: 0.0671 acc: 99.2920 loss_bbox: 0.0840 loss_mask: 0.2254 2022/11/01 13:57:57 - mmengine - INFO - Epoch(train) [64][35/125] lr: 2.0000e-02 eta: 1:27:04 time: 0.3924 data_time: 0.1016 memory: 9275 loss: 0.3797 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0043 loss_cls: 0.0663 acc: 97.5342 loss_bbox: 0.0863 loss_mask: 0.2169 2022/11/01 13:57:59 - mmengine - INFO - Epoch(train) [64][40/125] lr: 2.0000e-02 eta: 1:26:59 time: 0.4004 data_time: 0.1042 memory: 9236 loss: 0.4320 loss_rpn_cls: 0.0100 loss_rpn_bbox: 0.0062 loss_cls: 0.0791 acc: 97.5098 loss_bbox: 0.0989 loss_mask: 0.2378 2022/11/01 13:58:01 - mmengine - INFO - Epoch(train) [64][45/125] lr: 2.0000e-02 eta: 1:26:59 time: 0.4025 data_time: 0.0983 memory: 8990 loss: 0.4159 loss_rpn_cls: 0.0096 loss_rpn_bbox: 0.0055 loss_cls: 0.0727 acc: 97.7295 loss_bbox: 0.0869 loss_mask: 0.2413 2022/11/01 13:58:04 - mmengine - INFO - Epoch(train) [64][50/125] lr: 2.0000e-02 eta: 1:26:55 time: 0.4621 data_time: 0.1341 memory: 8934 loss: 0.3659 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0034 loss_cls: 0.0575 acc: 97.3633 loss_bbox: 0.0703 loss_mask: 0.2287 2022/11/01 13:58:06 - mmengine - INFO - Epoch(train) [64][55/125] lr: 2.0000e-02 eta: 1:26:55 time: 0.4482 data_time: 0.1267 memory: 9137 loss: 0.3809 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0040 loss_cls: 0.0649 acc: 97.7539 loss_bbox: 0.0763 loss_mask: 0.2281 2022/11/01 13:58:08 - mmengine - INFO - Epoch(train) [64][60/125] lr: 2.0000e-02 eta: 1:26:50 time: 0.3891 data_time: 0.0922 memory: 9667 loss: 0.3921 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0052 loss_cls: 0.0716 acc: 97.1436 loss_bbox: 0.0894 loss_mask: 0.2190 2022/11/01 13:58:10 - mmengine - INFO - Epoch(train) [64][65/125] lr: 2.0000e-02 eta: 1:26:50 time: 0.4014 data_time: 0.1037 memory: 8908 loss: 0.3956 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0054 loss_cls: 0.0709 acc: 97.1191 loss_bbox: 0.0880 loss_mask: 0.2257 2022/11/01 13:58:12 - mmengine - INFO - Epoch(train) [64][70/125] lr: 2.0000e-02 eta: 1:26:45 time: 0.4267 data_time: 0.1275 memory: 9552 loss: 0.4029 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0050 loss_cls: 0.0752 acc: 94.9951 loss_bbox: 0.0912 loss_mask: 0.2249 2022/11/01 13:58:14 - mmengine - INFO - Epoch(train) [64][75/125] lr: 2.0000e-02 eta: 1:26:45 time: 0.4125 data_time: 0.1103 memory: 9154 loss: 0.4137 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0046 loss_cls: 0.0777 acc: 98.6328 loss_bbox: 0.0973 loss_mask: 0.2279 2022/11/01 13:58:16 - mmengine - INFO - Epoch(train) [64][80/125] lr: 2.0000e-02 eta: 1:26:40 time: 0.3774 data_time: 0.0818 memory: 9200 loss: 0.3957 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0040 loss_cls: 0.0705 acc: 99.2188 loss_bbox: 0.0845 loss_mask: 0.2317 2022/11/01 13:58:18 - mmengine - INFO - Epoch(train) [64][85/125] lr: 2.0000e-02 eta: 1:26:40 time: 0.4235 data_time: 0.1332 memory: 9379 loss: 0.3897 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0042 loss_cls: 0.0669 acc: 94.1162 loss_bbox: 0.0812 loss_mask: 0.2329 2022/11/01 13:58:20 - mmengine - INFO - Epoch(train) [64][90/125] lr: 2.0000e-02 eta: 1:26:35 time: 0.4269 data_time: 0.1357 memory: 9366 loss: 0.4091 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0045 loss_cls: 0.0703 acc: 97.8271 loss_bbox: 0.0857 loss_mask: 0.2442 2022/11/01 13:58:22 - mmengine - INFO - Epoch(train) [64][95/125] lr: 2.0000e-02 eta: 1:26:35 time: 0.3816 data_time: 0.0886 memory: 9494 loss: 0.3932 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0047 loss_cls: 0.0688 acc: 97.5342 loss_bbox: 0.0844 loss_mask: 0.2293 2022/11/01 13:58:24 - mmengine - INFO - Epoch(train) [64][100/125] lr: 2.0000e-02 eta: 1:26:30 time: 0.3917 data_time: 0.0928 memory: 9539 loss: 0.3877 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0043 loss_cls: 0.0695 acc: 95.9473 loss_bbox: 0.0903 loss_mask: 0.2181 2022/11/01 13:58:26 - mmengine - INFO - Epoch(train) [64][105/125] lr: 2.0000e-02 eta: 1:26:30 time: 0.3987 data_time: 0.1048 memory: 9232 loss: 0.4010 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0742 acc: 98.7061 loss_bbox: 0.0904 loss_mask: 0.2274 2022/11/01 13:58:28 - mmengine - INFO - Epoch(train) [64][110/125] lr: 2.0000e-02 eta: 1:26:25 time: 0.3867 data_time: 0.0968 memory: 9216 loss: 0.4228 loss_rpn_cls: 0.0146 loss_rpn_bbox: 0.0067 loss_cls: 0.0779 acc: 97.5098 loss_bbox: 0.0853 loss_mask: 0.2384 2022/11/01 13:58:30 - mmengine - INFO - Epoch(train) [64][115/125] lr: 2.0000e-02 eta: 1:26:25 time: 0.3852 data_time: 0.0877 memory: 9049 loss: 0.4132 loss_rpn_cls: 0.0146 loss_rpn_bbox: 0.0071 loss_cls: 0.0753 acc: 98.3154 loss_bbox: 0.0913 loss_mask: 0.2249 2022/11/01 13:58:32 - mmengine - INFO - Epoch(train) [64][120/125] lr: 2.0000e-02 eta: 1:26:20 time: 0.4032 data_time: 0.1065 memory: 9618 loss: 0.3917 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0052 loss_cls: 0.0738 acc: 96.9482 loss_bbox: 0.0903 loss_mask: 0.2164 2022/11/01 13:58:33 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:58:33 - mmengine - INFO - Epoch(train) [64][125/125] lr: 2.0000e-02 eta: 1:26:20 time: 0.3873 data_time: 0.0850 memory: 9258 loss: 0.3847 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0046 loss_cls: 0.0687 acc: 97.8271 loss_bbox: 0.0834 loss_mask: 0.2221 2022/11/01 13:58:36 - mmengine - INFO - Epoch(train) [65][5/125] lr: 2.0000e-02 eta: 1:26:20 time: 0.4093 data_time: 0.1091 memory: 9419 loss: 0.3877 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0042 loss_cls: 0.0677 acc: 94.7754 loss_bbox: 0.0921 loss_mask: 0.2189 2022/11/01 13:58:38 - mmengine - INFO - Epoch(train) [65][10/125] lr: 2.0000e-02 eta: 1:26:09 time: 0.4330 data_time: 0.1370 memory: 8790 loss: 0.3590 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0032 loss_cls: 0.0572 acc: 98.1445 loss_bbox: 0.0776 loss_mask: 0.2162 2022/11/01 13:58:40 - mmengine - INFO - Epoch(train) [65][15/125] lr: 2.0000e-02 eta: 1:26:09 time: 0.4073 data_time: 0.1041 memory: 9475 loss: 0.3830 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0040 loss_cls: 0.0619 acc: 96.0205 loss_bbox: 0.0819 loss_mask: 0.2291 2022/11/01 13:58:42 - mmengine - INFO - Epoch(train) [65][20/125] lr: 2.0000e-02 eta: 1:26:04 time: 0.4250 data_time: 0.1087 memory: 9157 loss: 0.4154 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0054 loss_cls: 0.0745 acc: 97.0947 loss_bbox: 0.0971 loss_mask: 0.2323 2022/11/01 13:58:44 - mmengine - INFO - Epoch(train) [65][25/125] lr: 2.0000e-02 eta: 1:26:04 time: 0.4604 data_time: 0.1419 memory: 9222 loss: 0.3813 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0043 loss_cls: 0.0658 acc: 97.3145 loss_bbox: 0.0883 loss_mask: 0.2186 2022/11/01 13:58:47 - mmengine - INFO - Epoch(train) [65][30/125] lr: 2.0000e-02 eta: 1:26:00 time: 0.4474 data_time: 0.1433 memory: 9095 loss: 0.4095 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0047 loss_cls: 0.0787 acc: 96.7041 loss_bbox: 0.1002 loss_mask: 0.2215 2022/11/01 13:58:49 - mmengine - INFO - Epoch(train) [65][35/125] lr: 2.0000e-02 eta: 1:26:00 time: 0.4256 data_time: 0.1262 memory: 9455 loss: 0.4196 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0051 loss_cls: 0.0862 acc: 96.7773 loss_bbox: 0.1079 loss_mask: 0.2157 2022/11/01 13:58:51 - mmengine - INFO - Epoch(train) [65][40/125] lr: 2.0000e-02 eta: 1:25:56 time: 0.4162 data_time: 0.1187 memory: 9389 loss: 0.4011 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0048 loss_cls: 0.0825 acc: 96.0205 loss_bbox: 0.1076 loss_mask: 0.2003 2022/11/01 13:58:53 - mmengine - INFO - Epoch(train) [65][45/125] lr: 2.0000e-02 eta: 1:25:56 time: 0.4032 data_time: 0.1114 memory: 9461 loss: 0.3898 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0052 loss_cls: 0.0778 acc: 95.4346 loss_bbox: 0.0995 loss_mask: 0.2009 2022/11/01 13:58:55 - mmengine - INFO - Epoch(train) [65][50/125] lr: 2.0000e-02 eta: 1:25:50 time: 0.3809 data_time: 0.0963 memory: 8927 loss: 0.3680 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0041 loss_cls: 0.0701 acc: 97.3389 loss_bbox: 0.0802 loss_mask: 0.2088 2022/11/01 13:58:57 - mmengine - INFO - Epoch(train) [65][55/125] lr: 2.0000e-02 eta: 1:25:50 time: 0.3882 data_time: 0.1021 memory: 9556 loss: 0.3584 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0037 loss_cls: 0.0673 acc: 94.5557 loss_bbox: 0.0767 loss_mask: 0.2038 2022/11/01 13:58:59 - mmengine - INFO - Epoch(train) [65][60/125] lr: 2.0000e-02 eta: 1:25:46 time: 0.4066 data_time: 0.1168 memory: 9278 loss: 0.3979 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0051 loss_cls: 0.0738 acc: 97.5830 loss_bbox: 0.0991 loss_mask: 0.2128 2022/11/01 13:59:01 - mmengine - INFO - Epoch(train) [65][65/125] lr: 2.0000e-02 eta: 1:25:46 time: 0.3915 data_time: 0.1067 memory: 9033 loss: 0.4080 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0042 loss_cls: 0.0714 acc: 98.3398 loss_bbox: 0.0919 loss_mask: 0.2357 2022/11/01 13:59:02 - mmengine - INFO - Epoch(train) [65][70/125] lr: 2.0000e-02 eta: 1:25:40 time: 0.3788 data_time: 0.0997 memory: 9115 loss: 0.3845 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0038 loss_cls: 0.0680 acc: 97.6074 loss_bbox: 0.0772 loss_mask: 0.2303 2022/11/01 13:59:04 - mmengine - INFO - Epoch(train) [65][75/125] lr: 2.0000e-02 eta: 1:25:40 time: 0.3819 data_time: 0.0958 memory: 9337 loss: 0.3955 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0047 loss_cls: 0.0745 acc: 96.6553 loss_bbox: 0.0885 loss_mask: 0.2219 2022/11/01 13:59:07 - mmengine - INFO - Epoch(train) [65][80/125] lr: 2.0000e-02 eta: 1:25:36 time: 0.4380 data_time: 0.0933 memory: 10403 loss: 0.3984 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0048 loss_cls: 0.0729 acc: 98.1934 loss_bbox: 0.0926 loss_mask: 0.2213 2022/11/01 13:59:09 - mmengine - INFO - Epoch(train) [65][85/125] lr: 2.0000e-02 eta: 1:25:36 time: 0.4529 data_time: 0.1093 memory: 9242 loss: 0.3835 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0045 loss_cls: 0.0673 acc: 98.3154 loss_bbox: 0.0860 loss_mask: 0.2184 2022/11/01 13:59:11 - mmengine - INFO - Epoch(train) [65][90/125] lr: 2.0000e-02 eta: 1:25:31 time: 0.4098 data_time: 0.1151 memory: 9066 loss: 0.3771 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0045 loss_cls: 0.0684 acc: 98.5352 loss_bbox: 0.0765 loss_mask: 0.2205 2022/11/01 13:59:13 - mmengine - INFO - Epoch(train) [65][95/125] lr: 2.0000e-02 eta: 1:25:31 time: 0.3912 data_time: 0.0903 memory: 9115 loss: 0.4127 loss_rpn_cls: 0.0103 loss_rpn_bbox: 0.0047 loss_cls: 0.0736 acc: 98.0957 loss_bbox: 0.0768 loss_mask: 0.2473 2022/11/01 13:59:15 - mmengine - INFO - Epoch(train) [65][100/125] lr: 2.0000e-02 eta: 1:25:26 time: 0.3987 data_time: 0.1033 memory: 9052 loss: 0.3904 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0039 loss_cls: 0.0598 acc: 98.0713 loss_bbox: 0.0717 loss_mask: 0.2463 2022/11/01 13:59:17 - mmengine - INFO - Epoch(train) [65][105/125] lr: 2.0000e-02 eta: 1:25:26 time: 0.4582 data_time: 0.1665 memory: 9246 loss: 0.3927 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0049 loss_cls: 0.0686 acc: 97.8760 loss_bbox: 0.0856 loss_mask: 0.2274 2022/11/01 13:59:20 - mmengine - INFO - Epoch(train) [65][110/125] lr: 2.0000e-02 eta: 1:25:23 time: 0.4838 data_time: 0.1512 memory: 9101 loss: 0.4200 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0059 loss_cls: 0.0858 acc: 97.5342 loss_bbox: 0.0918 loss_mask: 0.2289 2022/11/01 13:59:22 - mmengine - INFO - Epoch(train) [65][115/125] lr: 2.0000e-02 eta: 1:25:23 time: 0.4286 data_time: 0.1025 memory: 9170 loss: 0.4158 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0047 loss_cls: 0.0804 acc: 95.0928 loss_bbox: 0.0843 loss_mask: 0.2400 2022/11/01 13:59:24 - mmengine - INFO - Epoch(train) [65][120/125] lr: 2.0000e-02 eta: 1:25:18 time: 0.4081 data_time: 0.0991 memory: 10311 loss: 0.4434 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0050 loss_cls: 0.0803 acc: 95.4102 loss_bbox: 0.0975 loss_mask: 0.2535 2022/11/01 13:59:26 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 13:59:26 - mmengine - INFO - Epoch(train) [65][125/125] lr: 2.0000e-02 eta: 1:25:18 time: 0.3817 data_time: 0.0577 memory: 9562 loss: 0.4282 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0051 loss_cls: 0.0766 acc: 97.4121 loss_bbox: 0.0975 loss_mask: 0.2429 2022/11/01 13:59:28 - mmengine - INFO - Epoch(train) [66][5/125] lr: 2.0000e-02 eta: 1:25:18 time: 0.4220 data_time: 0.1239 memory: 9425 loss: 0.4123 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0039 loss_cls: 0.0754 acc: 98.8281 loss_bbox: 0.0950 loss_mask: 0.2331 2022/11/01 13:59:30 - mmengine - INFO - Epoch(train) [66][10/125] lr: 2.0000e-02 eta: 1:25:08 time: 0.4579 data_time: 0.1537 memory: 10343 loss: 0.4552 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0054 loss_cls: 0.0908 acc: 98.5596 loss_bbox: 0.1096 loss_mask: 0.2420 2022/11/01 13:59:32 - mmengine - INFO - Epoch(train) [66][15/125] lr: 2.0000e-02 eta: 1:25:08 time: 0.3962 data_time: 0.0934 memory: 8843 loss: 0.4074 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0050 loss_cls: 0.0796 acc: 96.7285 loss_bbox: 0.0913 loss_mask: 0.2249 2022/11/01 13:59:34 - mmengine - INFO - Epoch(train) [66][20/125] lr: 2.0000e-02 eta: 1:25:03 time: 0.3879 data_time: 0.0948 memory: 9209 loss: 0.3683 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0043 loss_cls: 0.0671 acc: 97.1191 loss_bbox: 0.0761 loss_mask: 0.2153 2022/11/01 13:59:36 - mmengine - INFO - Epoch(train) [66][25/125] lr: 2.0000e-02 eta: 1:25:03 time: 0.3984 data_time: 0.1013 memory: 9539 loss: 0.4030 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0045 loss_cls: 0.0722 acc: 98.3398 loss_bbox: 0.0878 loss_mask: 0.2335 2022/11/01 13:59:38 - mmengine - INFO - Epoch(train) [66][30/125] lr: 2.0000e-02 eta: 1:24:58 time: 0.3965 data_time: 0.1109 memory: 9131 loss: 0.3669 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0032 loss_cls: 0.0617 acc: 97.2900 loss_bbox: 0.0796 loss_mask: 0.2192 2022/11/01 13:59:40 - mmengine - INFO - Epoch(train) [66][35/125] lr: 2.0000e-02 eta: 1:24:58 time: 0.3833 data_time: 0.0960 memory: 9033 loss: 0.3709 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0034 loss_cls: 0.0658 acc: 99.2432 loss_bbox: 0.0776 loss_mask: 0.2189 2022/11/01 13:59:42 - mmengine - INFO - Epoch(train) [66][40/125] lr: 2.0000e-02 eta: 1:24:54 time: 0.4433 data_time: 0.1224 memory: 8908 loss: 0.3825 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0035 loss_cls: 0.0710 acc: 97.9980 loss_bbox: 0.0751 loss_mask: 0.2252 2022/11/01 13:59:45 - mmengine - INFO - Epoch(train) [66][45/125] lr: 2.0000e-02 eta: 1:24:54 time: 0.5204 data_time: 0.1368 memory: 10030 loss: 0.3802 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0042 loss_cls: 0.0690 acc: 96.6064 loss_bbox: 0.0855 loss_mask: 0.2147 2022/11/01 13:59:47 - mmengine - INFO - Epoch(train) [66][50/125] lr: 2.0000e-02 eta: 1:24:50 time: 0.4778 data_time: 0.1151 memory: 9066 loss: 0.3844 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0041 loss_cls: 0.0684 acc: 98.4619 loss_bbox: 0.0894 loss_mask: 0.2172 2022/11/01 13:59:49 - mmengine - INFO - Epoch(train) [66][55/125] lr: 2.0000e-02 eta: 1:24:50 time: 0.4107 data_time: 0.1056 memory: 9575 loss: 0.4123 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0046 loss_cls: 0.0736 acc: 97.8760 loss_bbox: 0.0948 loss_mask: 0.2339 2022/11/01 13:59:51 - mmengine - INFO - Epoch(train) [66][60/125] lr: 2.0000e-02 eta: 1:24:45 time: 0.3813 data_time: 0.0838 memory: 8954 loss: 0.4090 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0049 loss_cls: 0.0704 acc: 98.2422 loss_bbox: 0.0951 loss_mask: 0.2336 2022/11/01 13:59:53 - mmengine - INFO - Epoch(train) [66][65/125] lr: 2.0000e-02 eta: 1:24:45 time: 0.4029 data_time: 0.1137 memory: 9020 loss: 0.3802 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0038 loss_cls: 0.0601 acc: 96.2646 loss_bbox: 0.0764 loss_mask: 0.2352 2022/11/01 13:59:55 - mmengine - INFO - Epoch(train) [66][70/125] lr: 2.0000e-02 eta: 1:24:41 time: 0.4271 data_time: 0.1351 memory: 9475 loss: 0.3994 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0038 loss_cls: 0.0675 acc: 98.5596 loss_bbox: 0.0855 loss_mask: 0.2382 2022/11/01 13:59:57 - mmengine - INFO - Epoch(train) [66][75/125] lr: 2.0000e-02 eta: 1:24:41 time: 0.4180 data_time: 0.1090 memory: 9425 loss: 0.4129 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0044 loss_cls: 0.0827 acc: 97.2168 loss_bbox: 0.1065 loss_mask: 0.2147 2022/11/01 14:00:00 - mmengine - INFO - Epoch(train) [66][80/125] lr: 2.0000e-02 eta: 1:24:37 time: 0.4418 data_time: 0.0969 memory: 9324 loss: 0.3965 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0046 loss_cls: 0.0804 acc: 97.1680 loss_bbox: 0.1053 loss_mask: 0.2008 2022/11/01 14:00:02 - mmengine - INFO - Epoch(train) [66][85/125] lr: 2.0000e-02 eta: 1:24:37 time: 0.4443 data_time: 0.0996 memory: 9124 loss: 0.3786 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0042 loss_cls: 0.0671 acc: 99.2432 loss_bbox: 0.0893 loss_mask: 0.2125 2022/11/01 14:00:04 - mmengine - INFO - Epoch(train) [66][90/125] lr: 2.0000e-02 eta: 1:24:33 time: 0.4475 data_time: 0.1345 memory: 8931 loss: 0.3515 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0035 loss_cls: 0.0614 acc: 98.8037 loss_bbox: 0.0782 loss_mask: 0.2037 2022/11/01 14:00:06 - mmengine - INFO - Epoch(train) [66][95/125] lr: 2.0000e-02 eta: 1:24:33 time: 0.4366 data_time: 0.1219 memory: 9585 loss: 0.3778 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0044 loss_cls: 0.0734 acc: 96.4600 loss_bbox: 0.0975 loss_mask: 0.1979 2022/11/01 14:00:08 - mmengine - INFO - Epoch(train) [66][100/125] lr: 2.0000e-02 eta: 1:24:27 time: 0.3819 data_time: 0.0694 memory: 8977 loss: 0.3862 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0044 loss_cls: 0.0736 acc: 97.1924 loss_bbox: 0.0954 loss_mask: 0.2077 2022/11/01 14:00:10 - mmengine - INFO - Epoch(train) [66][105/125] lr: 2.0000e-02 eta: 1:24:27 time: 0.3909 data_time: 0.1022 memory: 8921 loss: 0.3308 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0027 loss_cls: 0.0557 acc: 98.8770 loss_bbox: 0.0632 loss_mask: 0.2043 2022/11/01 14:00:12 - mmengine - INFO - Epoch(train) [66][110/125] lr: 2.0000e-02 eta: 1:24:23 time: 0.4401 data_time: 0.1438 memory: 9689 loss: 0.3678 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0033 loss_cls: 0.0648 acc: 99.0479 loss_bbox: 0.0763 loss_mask: 0.2179 2022/11/01 14:00:14 - mmengine - INFO - Epoch(train) [66][115/125] lr: 2.0000e-02 eta: 1:24:23 time: 0.4487 data_time: 0.1315 memory: 9383 loss: 0.4157 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0043 loss_cls: 0.0784 acc: 96.9482 loss_bbox: 0.1029 loss_mask: 0.2256 2022/11/01 14:00:17 - mmengine - INFO - Epoch(train) [66][120/125] lr: 2.0000e-02 eta: 1:24:19 time: 0.4131 data_time: 0.1020 memory: 9350 loss: 0.4181 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0045 loss_cls: 0.0745 acc: 98.1689 loss_bbox: 0.1039 loss_mask: 0.2305 2022/11/01 14:00:18 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:00:18 - mmengine - INFO - Epoch(train) [66][125/125] lr: 2.0000e-02 eta: 1:24:19 time: 0.3668 data_time: 0.0621 memory: 9242 loss: 0.4186 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0044 loss_cls: 0.0691 acc: 98.4131 loss_bbox: 0.0977 loss_mask: 0.2422 2022/11/01 14:00:21 - mmengine - INFO - Epoch(train) [67][5/125] lr: 2.0000e-02 eta: 1:24:19 time: 0.4322 data_time: 0.1291 memory: 9137 loss: 0.3789 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0036 loss_cls: 0.0584 acc: 97.4121 loss_bbox: 0.0795 loss_mask: 0.2327 2022/11/01 14:00:23 - mmengine - INFO - Epoch(train) [67][10/125] lr: 2.0000e-02 eta: 1:24:09 time: 0.4898 data_time: 0.1658 memory: 9324 loss: 0.3796 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0040 loss_cls: 0.0661 acc: 95.9717 loss_bbox: 0.0815 loss_mask: 0.2213 2022/11/01 14:00:25 - mmengine - INFO - Epoch(train) [67][15/125] lr: 2.0000e-02 eta: 1:24:09 time: 0.4010 data_time: 0.0839 memory: 9262 loss: 0.3781 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0040 loss_cls: 0.0668 acc: 99.1211 loss_bbox: 0.0827 loss_mask: 0.2176 2022/11/01 14:00:27 - mmengine - INFO - Epoch(train) [67][20/125] lr: 2.0000e-02 eta: 1:24:04 time: 0.3838 data_time: 0.0894 memory: 9154 loss: 0.3842 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0038 loss_cls: 0.0585 acc: 95.5566 loss_bbox: 0.0769 loss_mask: 0.2391 2022/11/01 14:00:29 - mmengine - INFO - Epoch(train) [67][25/125] lr: 2.0000e-02 eta: 1:24:04 time: 0.4287 data_time: 0.1352 memory: 9147 loss: 0.4337 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0048 loss_cls: 0.0761 acc: 98.0469 loss_bbox: 0.0926 loss_mask: 0.2537 2022/11/01 14:00:31 - mmengine - INFO - Epoch(train) [67][30/125] lr: 2.0000e-02 eta: 1:23:59 time: 0.4243 data_time: 0.1279 memory: 9278 loss: 0.4070 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0041 loss_cls: 0.0740 acc: 97.8271 loss_bbox: 0.0920 loss_mask: 0.2314 2022/11/01 14:00:33 - mmengine - INFO - Epoch(train) [67][35/125] lr: 2.0000e-02 eta: 1:23:59 time: 0.3929 data_time: 0.0882 memory: 9301 loss: 0.4068 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0049 loss_cls: 0.0693 acc: 96.7041 loss_bbox: 0.0975 loss_mask: 0.2286 2022/11/01 14:00:35 - mmengine - INFO - Epoch(train) [67][40/125] lr: 2.0000e-02 eta: 1:23:54 time: 0.3987 data_time: 0.0924 memory: 9183 loss: 0.3935 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0050 loss_cls: 0.0702 acc: 98.3643 loss_bbox: 0.0916 loss_mask: 0.2203 2022/11/01 14:00:37 - mmengine - INFO - Epoch(train) [67][45/125] lr: 2.0000e-02 eta: 1:23:54 time: 0.4405 data_time: 0.1371 memory: 9262 loss: 0.3828 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0043 loss_cls: 0.0696 acc: 97.4609 loss_bbox: 0.0936 loss_mask: 0.2097 2022/11/01 14:00:39 - mmengine - INFO - Epoch(train) [67][50/125] lr: 2.0000e-02 eta: 1:23:50 time: 0.4138 data_time: 0.1230 memory: 9203 loss: 0.4055 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0052 loss_cls: 0.0748 acc: 96.7773 loss_bbox: 0.0979 loss_mask: 0.2214 2022/11/01 14:00:41 - mmengine - INFO - Epoch(train) [67][55/125] lr: 2.0000e-02 eta: 1:23:50 time: 0.3656 data_time: 0.0802 memory: 9399 loss: 0.4177 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0047 loss_cls: 0.0742 acc: 97.3145 loss_bbox: 0.0969 loss_mask: 0.2364 2022/11/01 14:00:43 - mmengine - INFO - Epoch(train) [67][60/125] lr: 2.0000e-02 eta: 1:23:45 time: 0.4045 data_time: 0.0958 memory: 10224 loss: 0.4294 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0049 loss_cls: 0.0752 acc: 96.7041 loss_bbox: 0.1058 loss_mask: 0.2380 2022/11/01 14:00:45 - mmengine - INFO - Epoch(train) [67][65/125] lr: 2.0000e-02 eta: 1:23:45 time: 0.4316 data_time: 0.1280 memory: 9079 loss: 0.3944 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0050 loss_cls: 0.0731 acc: 98.3398 loss_bbox: 0.0929 loss_mask: 0.2186 2022/11/01 14:00:47 - mmengine - INFO - Epoch(train) [67][70/125] lr: 2.0000e-02 eta: 1:23:40 time: 0.4047 data_time: 0.1249 memory: 9134 loss: 0.3930 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0045 loss_cls: 0.0789 acc: 96.2646 loss_bbox: 0.0926 loss_mask: 0.2115 2022/11/01 14:00:49 - mmengine - INFO - Epoch(train) [67][75/125] lr: 2.0000e-02 eta: 1:23:40 time: 0.3776 data_time: 0.0914 memory: 9637 loss: 0.4361 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0047 loss_cls: 0.0833 acc: 97.9248 loss_bbox: 0.1058 loss_mask: 0.2354 2022/11/01 14:00:51 - mmengine - INFO - Epoch(train) [67][80/125] lr: 2.0000e-02 eta: 1:23:35 time: 0.3772 data_time: 0.0977 memory: 9249 loss: 0.4091 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0038 loss_cls: 0.0689 acc: 96.2402 loss_bbox: 0.0902 loss_mask: 0.2395 2022/11/01 14:00:53 - mmengine - INFO - Epoch(train) [67][85/125] lr: 2.0000e-02 eta: 1:23:35 time: 0.3896 data_time: 0.1134 memory: 9435 loss: 0.3829 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0040 loss_cls: 0.0650 acc: 97.7295 loss_bbox: 0.0820 loss_mask: 0.2244 2022/11/01 14:00:55 - mmengine - INFO - Epoch(train) [67][90/125] lr: 2.0000e-02 eta: 1:23:29 time: 0.3806 data_time: 0.0987 memory: 8898 loss: 0.3946 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0042 loss_cls: 0.0711 acc: 95.1416 loss_bbox: 0.0884 loss_mask: 0.2246 2022/11/01 14:00:57 - mmengine - INFO - Epoch(train) [67][95/125] lr: 2.0000e-02 eta: 1:23:29 time: 0.4046 data_time: 0.1065 memory: 8971 loss: 0.3911 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0041 loss_cls: 0.0761 acc: 97.6318 loss_bbox: 0.0871 loss_mask: 0.2189 2022/11/01 14:00:59 - mmengine - INFO - Epoch(train) [67][100/125] lr: 2.0000e-02 eta: 1:23:25 time: 0.4216 data_time: 0.1152 memory: 9439 loss: 0.3899 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0052 loss_cls: 0.0762 acc: 97.7783 loss_bbox: 0.0896 loss_mask: 0.2120 2022/11/01 14:01:02 - mmengine - INFO - Epoch(train) [67][105/125] lr: 2.0000e-02 eta: 1:23:25 time: 0.4559 data_time: 0.1434 memory: 9222 loss: 0.3698 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0047 loss_cls: 0.0670 acc: 98.9502 loss_bbox: 0.0817 loss_mask: 0.2108 2022/11/01 14:01:04 - mmengine - INFO - Epoch(train) [67][110/125] lr: 2.0000e-02 eta: 1:23:22 time: 0.4769 data_time: 0.1504 memory: 9445 loss: 0.3706 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0042 loss_cls: 0.0710 acc: 98.0713 loss_bbox: 0.0887 loss_mask: 0.2019 2022/11/01 14:01:06 - mmengine - INFO - Epoch(train) [67][115/125] lr: 2.0000e-02 eta: 1:23:22 time: 0.4331 data_time: 0.1066 memory: 9380 loss: 0.4312 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0052 loss_cls: 0.0909 acc: 96.6309 loss_bbox: 0.1126 loss_mask: 0.2156 2022/11/01 14:01:08 - mmengine - INFO - Epoch(train) [67][120/125] lr: 2.0000e-02 eta: 1:23:17 time: 0.4020 data_time: 0.0995 memory: 9285 loss: 0.4393 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0050 loss_cls: 0.0901 acc: 98.0225 loss_bbox: 0.1053 loss_mask: 0.2318 2022/11/01 14:01:10 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:01:10 - mmengine - INFO - Epoch(train) [67][125/125] lr: 2.0000e-02 eta: 1:23:17 time: 0.3591 data_time: 0.0724 memory: 9232 loss: 0.4174 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0047 loss_cls: 0.0772 acc: 97.4609 loss_bbox: 0.0940 loss_mask: 0.2357 2022/11/01 14:01:12 - mmengine - INFO - Epoch(train) [68][5/125] lr: 2.0000e-02 eta: 1:23:17 time: 0.4036 data_time: 0.1157 memory: 9023 loss: 0.3773 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0040 loss_cls: 0.0642 acc: 98.7061 loss_bbox: 0.0834 loss_mask: 0.2222 2022/11/01 14:01:14 - mmengine - INFO - Epoch(train) [68][10/125] lr: 2.0000e-02 eta: 1:23:05 time: 0.3988 data_time: 0.1177 memory: 9121 loss: 0.3716 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0033 loss_cls: 0.0659 acc: 98.5107 loss_bbox: 0.0783 loss_mask: 0.2212 2022/11/01 14:01:16 - mmengine - INFO - Epoch(train) [68][15/125] lr: 2.0000e-02 eta: 1:23:05 time: 0.3624 data_time: 0.0787 memory: 9085 loss: 0.4109 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0033 loss_cls: 0.0756 acc: 95.5322 loss_bbox: 0.0826 loss_mask: 0.2453 2022/11/01 14:01:18 - mmengine - INFO - Epoch(train) [68][20/125] lr: 2.0000e-02 eta: 1:23:00 time: 0.3954 data_time: 0.1138 memory: 8974 loss: 0.3814 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0032 loss_cls: 0.0675 acc: 96.8018 loss_bbox: 0.0762 loss_mask: 0.2307 2022/11/01 14:01:20 - mmengine - INFO - Epoch(train) [68][25/125] lr: 2.0000e-02 eta: 1:23:00 time: 0.4177 data_time: 0.1325 memory: 9488 loss: 0.3800 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0042 loss_cls: 0.0680 acc: 95.7764 loss_bbox: 0.0867 loss_mask: 0.2159 2022/11/01 14:01:22 - mmengine - INFO - Epoch(train) [68][30/125] lr: 2.0000e-02 eta: 1:22:56 time: 0.4172 data_time: 0.1270 memory: 9278 loss: 0.4025 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0042 loss_cls: 0.0726 acc: 96.7529 loss_bbox: 0.0895 loss_mask: 0.2299 2022/11/01 14:01:24 - mmengine - INFO - Epoch(train) [68][35/125] lr: 2.0000e-02 eta: 1:22:56 time: 0.4082 data_time: 0.1061 memory: 10143 loss: 0.4104 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0048 loss_cls: 0.0756 acc: 94.9463 loss_bbox: 0.0931 loss_mask: 0.2308 2022/11/01 14:01:26 - mmengine - INFO - Epoch(train) [68][40/125] lr: 2.0000e-02 eta: 1:22:51 time: 0.4143 data_time: 0.1070 memory: 9461 loss: 0.4612 loss_rpn_cls: 0.0100 loss_rpn_bbox: 0.0077 loss_cls: 0.0923 acc: 94.3848 loss_bbox: 0.1204 loss_mask: 0.2307 2022/11/01 14:01:28 - mmengine - INFO - Epoch(train) [68][45/125] lr: 2.0000e-02 eta: 1:22:51 time: 0.4009 data_time: 0.1087 memory: 9026 loss: 0.4138 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0063 loss_cls: 0.0820 acc: 97.2168 loss_bbox: 0.0988 loss_mask: 0.2173 2022/11/01 14:01:30 - mmengine - INFO - Epoch(train) [68][50/125] lr: 2.0000e-02 eta: 1:22:46 time: 0.3822 data_time: 0.0968 memory: 8862 loss: 0.3256 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0029 loss_cls: 0.0564 acc: 97.9736 loss_bbox: 0.0569 loss_mask: 0.2049 2022/11/01 14:01:32 - mmengine - INFO - Epoch(train) [68][55/125] lr: 2.0000e-02 eta: 1:22:46 time: 0.3679 data_time: 0.0697 memory: 9052 loss: 0.3610 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0038 loss_cls: 0.0586 acc: 97.0947 loss_bbox: 0.0694 loss_mask: 0.2244 2022/11/01 14:01:34 - mmengine - INFO - Epoch(train) [68][60/125] lr: 2.0000e-02 eta: 1:22:42 time: 0.4298 data_time: 0.1072 memory: 9180 loss: 0.3866 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0046 loss_cls: 0.0629 acc: 96.6797 loss_bbox: 0.0852 loss_mask: 0.2282 2022/11/01 14:01:37 - mmengine - INFO - Epoch(train) [68][65/125] lr: 2.0000e-02 eta: 1:22:42 time: 0.4950 data_time: 0.1662 memory: 9484 loss: 0.4202 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0055 loss_cls: 0.0830 acc: 95.8984 loss_bbox: 0.1048 loss_mask: 0.2201 2022/11/01 14:01:39 - mmengine - INFO - Epoch(train) [68][70/125] lr: 2.0000e-02 eta: 1:22:38 time: 0.4486 data_time: 0.1320 memory: 9043 loss: 0.4199 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0053 loss_cls: 0.0863 acc: 97.6074 loss_bbox: 0.1035 loss_mask: 0.2181 2022/11/01 14:01:41 - mmengine - INFO - Epoch(train) [68][75/125] lr: 2.0000e-02 eta: 1:22:38 time: 0.4169 data_time: 0.0950 memory: 9350 loss: 0.3849 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0040 loss_cls: 0.0707 acc: 95.5322 loss_bbox: 0.0866 loss_mask: 0.2178 2022/11/01 14:01:43 - mmengine - INFO - Epoch(train) [68][80/125] lr: 2.0000e-02 eta: 1:22:34 time: 0.4275 data_time: 0.1162 memory: 9207 loss: 0.3917 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0039 loss_cls: 0.0710 acc: 96.9971 loss_bbox: 0.0945 loss_mask: 0.2177 2022/11/01 14:01:45 - mmengine - INFO - Epoch(train) [68][85/125] lr: 2.0000e-02 eta: 1:22:34 time: 0.4260 data_time: 0.1345 memory: 9203 loss: 0.3987 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0041 loss_cls: 0.0698 acc: 96.6553 loss_bbox: 0.0956 loss_mask: 0.2261 2022/11/01 14:01:47 - mmengine - INFO - Epoch(train) [68][90/125] lr: 2.0000e-02 eta: 1:22:29 time: 0.3977 data_time: 0.1046 memory: 9278 loss: 0.4100 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0053 loss_cls: 0.0725 acc: 96.3867 loss_bbox: 0.0914 loss_mask: 0.2349 2022/11/01 14:01:48 - mmengine - INFO - Epoch(train) [68][95/125] lr: 2.0000e-02 eta: 1:22:29 time: 0.3551 data_time: 0.0691 memory: 8934 loss: 0.3851 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0046 loss_cls: 0.0689 acc: 97.2656 loss_bbox: 0.0831 loss_mask: 0.2232 2022/11/01 14:01:50 - mmengine - INFO - Epoch(train) [68][100/125] lr: 2.0000e-02 eta: 1:22:23 time: 0.3591 data_time: 0.0785 memory: 9232 loss: 0.3760 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0033 loss_cls: 0.0662 acc: 97.9980 loss_bbox: 0.0780 loss_mask: 0.2228 2022/11/01 14:01:52 - mmengine - INFO - Epoch(train) [68][105/125] lr: 2.0000e-02 eta: 1:22:23 time: 0.3916 data_time: 0.1154 memory: 9016 loss: 0.3991 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0033 loss_cls: 0.0668 acc: 97.2656 loss_bbox: 0.0713 loss_mask: 0.2510 2022/11/01 14:01:54 - mmengine - INFO - Epoch(train) [68][110/125] lr: 2.0000e-02 eta: 1:22:18 time: 0.3740 data_time: 0.0954 memory: 9062 loss: 0.3912 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0030 loss_cls: 0.0612 acc: 98.3154 loss_bbox: 0.0648 loss_mask: 0.2575 2022/11/01 14:01:56 - mmengine - INFO - Epoch(train) [68][115/125] lr: 2.0000e-02 eta: 1:22:18 time: 0.3519 data_time: 0.0698 memory: 8654 loss: 0.3602 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0031 loss_cls: 0.0534 acc: 98.3154 loss_bbox: 0.0560 loss_mask: 0.2426 2022/11/01 14:01:58 - mmengine - INFO - Epoch(train) [68][120/125] lr: 2.0000e-02 eta: 1:22:12 time: 0.3673 data_time: 0.0862 memory: 8921 loss: 0.3605 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0047 loss_cls: 0.0551 acc: 97.6318 loss_bbox: 0.0617 loss_mask: 0.2314 2022/11/01 14:01:59 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:01:59 - mmengine - INFO - Epoch(train) [68][125/125] lr: 2.0000e-02 eta: 1:22:12 time: 0.3335 data_time: 0.0571 memory: 8855 loss: 0.3955 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0048 loss_cls: 0.0593 acc: 97.1436 loss_bbox: 0.0758 loss_mask: 0.2485 2022/11/01 14:02:02 - mmengine - INFO - Epoch(train) [69][5/125] lr: 2.0000e-02 eta: 1:22:12 time: 0.3730 data_time: 0.0941 memory: 9043 loss: 0.4156 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0041 loss_cls: 0.0680 acc: 95.5566 loss_bbox: 0.0832 loss_mask: 0.2545 2022/11/01 14:02:04 - mmengine - INFO - Epoch(train) [69][10/125] lr: 2.0000e-02 eta: 1:22:02 time: 0.4504 data_time: 0.1597 memory: 9023 loss: 0.4069 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0040 loss_cls: 0.0740 acc: 97.2656 loss_bbox: 0.0856 loss_mask: 0.2359 2022/11/01 14:02:06 - mmengine - INFO - Epoch(train) [69][15/125] lr: 2.0000e-02 eta: 1:22:02 time: 0.4190 data_time: 0.1253 memory: 9347 loss: 0.4019 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0046 loss_cls: 0.0732 acc: 95.8984 loss_bbox: 0.0909 loss_mask: 0.2265 2022/11/01 14:02:08 - mmengine - INFO - Epoch(train) [69][20/125] lr: 2.0000e-02 eta: 1:21:58 time: 0.4070 data_time: 0.0903 memory: 10059 loss: 0.4196 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0060 loss_cls: 0.0776 acc: 97.8516 loss_bbox: 0.1061 loss_mask: 0.2220 2022/11/01 14:02:10 - mmengine - INFO - Epoch(train) [69][25/125] lr: 2.0000e-02 eta: 1:21:58 time: 0.4634 data_time: 0.1206 memory: 9249 loss: 0.4299 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0057 loss_cls: 0.0828 acc: 97.2412 loss_bbox: 0.1085 loss_mask: 0.2242 2022/11/01 14:02:13 - mmengine - INFO - Epoch(train) [69][30/125] lr: 2.0000e-02 eta: 1:21:54 time: 0.4874 data_time: 0.1625 memory: 9363 loss: 0.4143 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0047 loss_cls: 0.0791 acc: 97.8760 loss_bbox: 0.0999 loss_mask: 0.2236 2022/11/01 14:02:15 - mmengine - INFO - Epoch(train) [69][35/125] lr: 2.0000e-02 eta: 1:21:54 time: 0.4409 data_time: 0.1392 memory: 9291 loss: 0.4116 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0042 loss_cls: 0.0773 acc: 94.9219 loss_bbox: 0.1006 loss_mask: 0.2236 2022/11/01 14:02:17 - mmengine - INFO - Epoch(train) [69][40/125] lr: 2.0000e-02 eta: 1:21:50 time: 0.4155 data_time: 0.1019 memory: 9435 loss: 0.3989 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0047 loss_cls: 0.0773 acc: 98.1934 loss_bbox: 0.0962 loss_mask: 0.2157 2022/11/01 14:02:19 - mmengine - INFO - Epoch(train) [69][45/125] lr: 2.0000e-02 eta: 1:21:50 time: 0.4301 data_time: 0.1124 memory: 9134 loss: 0.3791 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0043 loss_cls: 0.0643 acc: 96.8994 loss_bbox: 0.0773 loss_mask: 0.2296 2022/11/01 14:02:21 - mmengine - INFO - Epoch(train) [69][50/125] lr: 2.0000e-02 eta: 1:21:46 time: 0.4445 data_time: 0.1245 memory: 9255 loss: 0.3850 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0040 loss_cls: 0.0649 acc: 96.9238 loss_bbox: 0.0813 loss_mask: 0.2316 2022/11/01 14:02:23 - mmengine - INFO - Epoch(train) [69][55/125] lr: 2.0000e-02 eta: 1:21:46 time: 0.4447 data_time: 0.1156 memory: 9232 loss: 0.3842 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0040 loss_cls: 0.0680 acc: 97.7539 loss_bbox: 0.0879 loss_mask: 0.2207 2022/11/01 14:02:25 - mmengine - INFO - Epoch(train) [69][60/125] lr: 2.0000e-02 eta: 1:21:41 time: 0.4072 data_time: 0.0914 memory: 9657 loss: 0.3920 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0045 loss_cls: 0.0674 acc: 93.9697 loss_bbox: 0.0847 loss_mask: 0.2288 2022/11/01 14:02:27 - mmengine - INFO - Epoch(train) [69][65/125] lr: 2.0000e-02 eta: 1:21:41 time: 0.4007 data_time: 0.1034 memory: 8967 loss: 0.3741 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0047 loss_cls: 0.0656 acc: 96.1426 loss_bbox: 0.0785 loss_mask: 0.2174 2022/11/01 14:02:30 - mmengine - INFO - Epoch(train) [69][70/125] lr: 2.0000e-02 eta: 1:21:37 time: 0.4423 data_time: 0.1408 memory: 9334 loss: 0.3871 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0045 loss_cls: 0.0777 acc: 98.3154 loss_bbox: 0.0871 loss_mask: 0.2120 2022/11/01 14:02:32 - mmengine - INFO - Epoch(train) [69][75/125] lr: 2.0000e-02 eta: 1:21:37 time: 0.4388 data_time: 0.1140 memory: 9239 loss: 0.4425 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0052 loss_cls: 0.0956 acc: 95.0684 loss_bbox: 0.1075 loss_mask: 0.2283 2022/11/01 14:02:34 - mmengine - INFO - Epoch(train) [69][80/125] lr: 2.0000e-02 eta: 1:21:32 time: 0.3971 data_time: 0.0736 memory: 9445 loss: 0.4166 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0047 loss_cls: 0.0820 acc: 98.8770 loss_bbox: 0.0945 loss_mask: 0.2302 2022/11/01 14:02:36 - mmengine - INFO - Epoch(train) [69][85/125] lr: 2.0000e-02 eta: 1:21:32 time: 0.3885 data_time: 0.0716 memory: 9265 loss: 0.3832 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0049 loss_cls: 0.0683 acc: 96.7041 loss_bbox: 0.0835 loss_mask: 0.2195 2022/11/01 14:02:38 - mmengine - INFO - Epoch(train) [69][90/125] lr: 2.0000e-02 eta: 1:21:28 time: 0.4197 data_time: 0.0955 memory: 9363 loss: 0.4212 loss_rpn_cls: 0.0082 loss_rpn_bbox: 0.0048 loss_cls: 0.0765 acc: 95.5811 loss_bbox: 0.0886 loss_mask: 0.2431 2022/11/01 14:02:40 - mmengine - INFO - Epoch(train) [69][95/125] lr: 2.0000e-02 eta: 1:21:28 time: 0.4518 data_time: 0.1175 memory: 9539 loss: 0.4165 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0042 loss_cls: 0.0762 acc: 98.0957 loss_bbox: 0.0932 loss_mask: 0.2342 2022/11/01 14:02:42 - mmengine - INFO - Epoch(train) [69][100/125] lr: 2.0000e-02 eta: 1:21:24 time: 0.4292 data_time: 0.1048 memory: 9301 loss: 0.3996 loss_rpn_cls: 0.0080 loss_rpn_bbox: 0.0051 loss_cls: 0.0736 acc: 96.3867 loss_bbox: 0.0970 loss_mask: 0.2159 2022/11/01 14:02:44 - mmengine - INFO - Epoch(train) [69][105/125] lr: 2.0000e-02 eta: 1:21:24 time: 0.4024 data_time: 0.1031 memory: 9124 loss: 0.4090 loss_rpn_cls: 0.0102 loss_rpn_bbox: 0.0062 loss_cls: 0.0767 acc: 97.2168 loss_bbox: 0.0971 loss_mask: 0.2188 2022/11/01 14:02:46 - mmengine - INFO - Epoch(train) [69][110/125] lr: 2.0000e-02 eta: 1:21:19 time: 0.4144 data_time: 0.1261 memory: 8885 loss: 0.3815 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0049 loss_cls: 0.0631 acc: 98.5596 loss_bbox: 0.0770 loss_mask: 0.2269 2022/11/01 14:02:49 - mmengine - INFO - Epoch(train) [69][115/125] lr: 2.0000e-02 eta: 1:21:19 time: 0.4260 data_time: 0.1121 memory: 9092 loss: 0.3738 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0040 loss_cls: 0.0643 acc: 96.8262 loss_bbox: 0.0698 loss_mask: 0.2307 2022/11/01 14:02:51 - mmengine - INFO - Epoch(train) [69][120/125] lr: 2.0000e-02 eta: 1:21:15 time: 0.4378 data_time: 0.0869 memory: 9049 loss: 0.3862 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0042 loss_cls: 0.0693 acc: 97.0703 loss_bbox: 0.0818 loss_mask: 0.2253 2022/11/01 14:02:53 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:02:53 - mmengine - INFO - Epoch(train) [69][125/125] lr: 2.0000e-02 eta: 1:21:15 time: 0.4089 data_time: 0.0723 memory: 9210 loss: 0.4032 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0041 loss_cls: 0.0662 acc: 95.7520 loss_bbox: 0.0948 loss_mask: 0.2321 2022/11/01 14:02:55 - mmengine - INFO - Epoch(train) [70][5/125] lr: 2.0000e-02 eta: 1:21:15 time: 0.4301 data_time: 0.1254 memory: 9406 loss: 0.3979 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0042 loss_cls: 0.0646 acc: 98.5596 loss_bbox: 0.0926 loss_mask: 0.2306 2022/11/01 14:02:57 - mmengine - INFO - Epoch(train) [70][10/125] lr: 2.0000e-02 eta: 1:21:05 time: 0.4471 data_time: 0.1504 memory: 9170 loss: 0.4064 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0047 loss_cls: 0.0692 acc: 97.6074 loss_bbox: 0.0864 loss_mask: 0.2399 2022/11/01 14:02:59 - mmengine - INFO - Epoch(train) [70][15/125] lr: 2.0000e-02 eta: 1:21:05 time: 0.4250 data_time: 0.1147 memory: 9137 loss: 0.4191 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0044 loss_cls: 0.0777 acc: 97.7051 loss_bbox: 0.0978 loss_mask: 0.2328 2022/11/01 14:03:02 - mmengine - INFO - Epoch(train) [70][20/125] lr: 2.0000e-02 eta: 1:21:01 time: 0.4451 data_time: 0.1139 memory: 9314 loss: 0.4290 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0052 loss_cls: 0.0862 acc: 96.6553 loss_bbox: 0.1087 loss_mask: 0.2227 2022/11/01 14:03:04 - mmengine - INFO - Epoch(train) [70][25/125] lr: 2.0000e-02 eta: 1:21:01 time: 0.4482 data_time: 0.1319 memory: 9079 loss: 0.4037 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0054 loss_cls: 0.0789 acc: 97.7539 loss_bbox: 0.0939 loss_mask: 0.2181 2022/11/01 14:03:06 - mmengine - INFO - Epoch(train) [70][30/125] lr: 2.0000e-02 eta: 1:20:57 time: 0.4676 data_time: 0.1561 memory: 10819 loss: 0.4074 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0054 loss_cls: 0.0712 acc: 97.6807 loss_bbox: 0.0883 loss_mask: 0.2341 2022/11/01 14:03:08 - mmengine - INFO - Epoch(train) [70][35/125] lr: 2.0000e-02 eta: 1:20:57 time: 0.4340 data_time: 0.1198 memory: 9259 loss: 0.4502 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0063 loss_cls: 0.0820 acc: 96.7285 loss_bbox: 0.1062 loss_mask: 0.2467 2022/11/01 14:03:10 - mmengine - INFO - Epoch(train) [70][40/125] lr: 2.0000e-02 eta: 1:20:52 time: 0.3671 data_time: 0.0760 memory: 8869 loss: 0.3923 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0044 loss_cls: 0.0681 acc: 98.6084 loss_bbox: 0.0844 loss_mask: 0.2283 2022/11/01 14:03:12 - mmengine - INFO - Epoch(train) [70][45/125] lr: 2.0000e-02 eta: 1:20:52 time: 0.3567 data_time: 0.0696 memory: 9016 loss: 0.3119 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0029 loss_cls: 0.0449 acc: 98.5840 loss_bbox: 0.0599 loss_mask: 0.2002 2022/11/01 14:03:14 - mmengine - INFO - Epoch(train) [70][50/125] lr: 2.0000e-02 eta: 1:20:46 time: 0.3617 data_time: 0.0784 memory: 8862 loss: 0.3075 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0029 loss_cls: 0.0441 acc: 98.5840 loss_bbox: 0.0615 loss_mask: 0.1962 2022/11/01 14:03:15 - mmengine - INFO - Epoch(train) [70][55/125] lr: 2.0000e-02 eta: 1:20:46 time: 0.3702 data_time: 0.0937 memory: 9200 loss: 0.3632 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0030 loss_cls: 0.0587 acc: 98.4863 loss_bbox: 0.0694 loss_mask: 0.2280 2022/11/01 14:03:17 - mmengine - INFO - Epoch(train) [70][60/125] lr: 2.0000e-02 eta: 1:20:41 time: 0.3731 data_time: 0.0947 memory: 9403 loss: 0.3979 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0042 loss_cls: 0.0690 acc: 98.1689 loss_bbox: 0.0817 loss_mask: 0.2364 2022/11/01 14:03:19 - mmengine - INFO - Epoch(train) [70][65/125] lr: 2.0000e-02 eta: 1:20:41 time: 0.3654 data_time: 0.0829 memory: 8981 loss: 0.3637 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0047 loss_cls: 0.0633 acc: 99.0967 loss_bbox: 0.0798 loss_mask: 0.2099 2022/11/01 14:03:21 - mmengine - INFO - Epoch(train) [70][70/125] lr: 2.0000e-02 eta: 1:20:36 time: 0.3590 data_time: 0.0802 memory: 9062 loss: 0.3304 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0039 loss_cls: 0.0550 acc: 99.1943 loss_bbox: 0.0694 loss_mask: 0.1978 2022/11/01 14:03:23 - mmengine - INFO - Epoch(train) [70][75/125] lr: 2.0000e-02 eta: 1:20:36 time: 0.3778 data_time: 0.0950 memory: 9173 loss: 0.3611 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0038 loss_cls: 0.0675 acc: 95.7031 loss_bbox: 0.0786 loss_mask: 0.2057 2022/11/01 14:03:25 - mmengine - INFO - Epoch(train) [70][80/125] lr: 2.0000e-02 eta: 1:20:31 time: 0.4066 data_time: 0.1103 memory: 9128 loss: 0.3904 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0043 loss_cls: 0.0792 acc: 96.4600 loss_bbox: 0.0885 loss_mask: 0.2118 2022/11/01 14:03:27 - mmengine - INFO - Epoch(train) [70][85/125] lr: 2.0000e-02 eta: 1:20:31 time: 0.4382 data_time: 0.1192 memory: 9304 loss: 0.4159 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0047 loss_cls: 0.0811 acc: 96.7773 loss_bbox: 0.1009 loss_mask: 0.2215 2022/11/01 14:03:29 - mmengine - INFO - Epoch(train) [70][90/125] lr: 2.0000e-02 eta: 1:20:26 time: 0.4144 data_time: 0.1046 memory: 9265 loss: 0.3963 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0037 loss_cls: 0.0665 acc: 96.3867 loss_bbox: 0.0886 loss_mask: 0.2325 2022/11/01 14:03:31 - mmengine - INFO - Epoch(train) [70][95/125] lr: 2.0000e-02 eta: 1:20:26 time: 0.3792 data_time: 0.0942 memory: 9000 loss: 0.3480 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0034 loss_cls: 0.0532 acc: 98.4375 loss_bbox: 0.0701 loss_mask: 0.2168 2022/11/01 14:03:33 - mmengine - INFO - Epoch(train) [70][100/125] lr: 2.0000e-02 eta: 1:20:22 time: 0.4079 data_time: 0.1150 memory: 9324 loss: 0.3669 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0047 loss_cls: 0.0685 acc: 96.8994 loss_bbox: 0.0904 loss_mask: 0.1958 2022/11/01 14:03:35 - mmengine - INFO - Epoch(train) [70][105/125] lr: 2.0000e-02 eta: 1:20:22 time: 0.4288 data_time: 0.1303 memory: 9049 loss: 0.4001 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0052 loss_cls: 0.0727 acc: 96.9971 loss_bbox: 0.0891 loss_mask: 0.2261 2022/11/01 14:03:38 - mmengine - INFO - Epoch(train) [70][110/125] lr: 2.0000e-02 eta: 1:20:18 time: 0.4766 data_time: 0.1589 memory: 9386 loss: 0.4420 loss_rpn_cls: 0.0094 loss_rpn_bbox: 0.0067 loss_cls: 0.0858 acc: 96.2402 loss_bbox: 0.1009 loss_mask: 0.2392 2022/11/01 14:03:40 - mmengine - INFO - Epoch(train) [70][115/125] lr: 2.0000e-02 eta: 1:20:18 time: 0.4462 data_time: 0.1328 memory: 9167 loss: 0.4369 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0063 loss_cls: 0.0920 acc: 95.8740 loss_bbox: 0.1148 loss_mask: 0.2148 2022/11/01 14:03:42 - mmengine - INFO - Epoch(train) [70][120/125] lr: 2.0000e-02 eta: 1:20:13 time: 0.3667 data_time: 0.0776 memory: 9046 loss: 0.3906 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0039 loss_cls: 0.0719 acc: 97.1436 loss_bbox: 0.0938 loss_mask: 0.2161 2022/11/01 14:03:43 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:03:43 - mmengine - INFO - Epoch(train) [70][125/125] lr: 2.0000e-02 eta: 1:20:13 time: 0.3359 data_time: 0.0504 memory: 9340 loss: 0.3953 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0035 loss_cls: 0.0680 acc: 96.9971 loss_bbox: 0.0827 loss_mask: 0.2365 2022/11/01 14:03:46 - mmengine - INFO - Epoch(train) [71][5/125] lr: 2.0000e-02 eta: 1:20:13 time: 0.4230 data_time: 0.1189 memory: 10131 loss: 0.4202 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0050 loss_cls: 0.0806 acc: 97.9736 loss_bbox: 0.0898 loss_mask: 0.2370 2022/11/01 14:03:48 - mmengine - INFO - Epoch(train) [71][10/125] lr: 2.0000e-02 eta: 1:20:03 time: 0.4689 data_time: 0.1637 memory: 9308 loss: 0.4026 loss_rpn_cls: 0.0090 loss_rpn_bbox: 0.0055 loss_cls: 0.0784 acc: 96.9238 loss_bbox: 0.0931 loss_mask: 0.2167 2022/11/01 14:03:50 - mmengine - INFO - Epoch(train) [71][15/125] lr: 2.0000e-02 eta: 1:20:03 time: 0.3890 data_time: 0.1020 memory: 9066 loss: 0.3600 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0040 loss_cls: 0.0662 acc: 96.6797 loss_bbox: 0.0821 loss_mask: 0.2020 2022/11/01 14:03:52 - mmengine - INFO - Epoch(train) [71][20/125] lr: 2.0000e-02 eta: 1:19:58 time: 0.3671 data_time: 0.0800 memory: 9337 loss: 0.3657 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0036 loss_cls: 0.0663 acc: 96.6553 loss_bbox: 0.0811 loss_mask: 0.2106 2022/11/01 14:03:54 - mmengine - INFO - Epoch(train) [71][25/125] lr: 2.0000e-02 eta: 1:19:58 time: 0.3865 data_time: 0.1045 memory: 9039 loss: 0.3801 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0036 loss_cls: 0.0650 acc: 98.7061 loss_bbox: 0.0832 loss_mask: 0.2224 2022/11/01 14:03:56 - mmengine - INFO - Epoch(train) [71][30/125] lr: 2.0000e-02 eta: 1:19:53 time: 0.3977 data_time: 0.1090 memory: 9696 loss: 0.4243 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0050 loss_cls: 0.0814 acc: 94.8975 loss_bbox: 0.1000 loss_mask: 0.2286 2022/11/01 14:03:57 - mmengine - INFO - Epoch(train) [71][35/125] lr: 2.0000e-02 eta: 1:19:53 time: 0.3749 data_time: 0.0847 memory: 9016 loss: 0.4066 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0053 loss_cls: 0.0799 acc: 97.4609 loss_bbox: 0.0966 loss_mask: 0.2166 2022/11/01 14:03:59 - mmengine - INFO - Epoch(train) [71][40/125] lr: 2.0000e-02 eta: 1:19:48 time: 0.3837 data_time: 0.0953 memory: 9108 loss: 0.3705 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0045 loss_cls: 0.0640 acc: 96.8018 loss_bbox: 0.0822 loss_mask: 0.2143 2022/11/01 14:04:01 - mmengine - INFO - Epoch(train) [71][45/125] lr: 2.0000e-02 eta: 1:19:48 time: 0.4131 data_time: 0.1110 memory: 8990 loss: 0.3728 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0036 loss_cls: 0.0645 acc: 98.0957 loss_bbox: 0.0801 loss_mask: 0.2197 2022/11/01 14:04:04 - mmengine - INFO - Epoch(train) [71][50/125] lr: 2.0000e-02 eta: 1:19:44 time: 0.4475 data_time: 0.1231 memory: 9007 loss: 0.3937 loss_rpn_cls: 0.0114 loss_rpn_bbox: 0.0058 loss_cls: 0.0694 acc: 96.8994 loss_bbox: 0.0880 loss_mask: 0.2190 2022/11/01 14:04:06 - mmengine - INFO - Epoch(train) [71][55/125] lr: 2.0000e-02 eta: 1:19:44 time: 0.4194 data_time: 0.0998 memory: 9536 loss: 0.4385 loss_rpn_cls: 0.0137 loss_rpn_bbox: 0.0067 loss_cls: 0.0775 acc: 97.9248 loss_bbox: 0.1020 loss_mask: 0.2386 2022/11/01 14:04:08 - mmengine - INFO - Epoch(train) [71][60/125] lr: 2.0000e-02 eta: 1:19:39 time: 0.3689 data_time: 0.0751 memory: 8918 loss: 0.4065 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0041 loss_cls: 0.0694 acc: 98.7061 loss_bbox: 0.0863 loss_mask: 0.2398 2022/11/01 14:04:10 - mmengine - INFO - Epoch(train) [71][65/125] lr: 2.0000e-02 eta: 1:19:39 time: 0.3869 data_time: 0.0963 memory: 9259 loss: 0.4058 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0044 loss_cls: 0.0714 acc: 96.3135 loss_bbox: 0.0882 loss_mask: 0.2360 2022/11/01 14:04:12 - mmengine - INFO - Epoch(train) [71][70/125] lr: 2.0000e-02 eta: 1:19:36 time: 0.4707 data_time: 0.1730 memory: 9288 loss: 0.3985 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0041 loss_cls: 0.0705 acc: 98.1689 loss_bbox: 0.0981 loss_mask: 0.2212 2022/11/01 14:04:14 - mmengine - INFO - Epoch(train) [71][75/125] lr: 2.0000e-02 eta: 1:19:36 time: 0.4833 data_time: 0.1652 memory: 9488 loss: 0.4037 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0056 loss_cls: 0.0729 acc: 97.3633 loss_bbox: 0.1062 loss_mask: 0.2142 2022/11/01 14:04:16 - mmengine - INFO - Epoch(train) [71][80/125] lr: 2.0000e-02 eta: 1:19:31 time: 0.4030 data_time: 0.0911 memory: 9026 loss: 0.4133 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0058 loss_cls: 0.0721 acc: 97.6318 loss_bbox: 0.1016 loss_mask: 0.2274 2022/11/01 14:04:18 - mmengine - INFO - Epoch(train) [71][85/125] lr: 2.0000e-02 eta: 1:19:31 time: 0.3724 data_time: 0.0842 memory: 8914 loss: 0.3645 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0036 loss_cls: 0.0572 acc: 98.4131 loss_bbox: 0.0765 loss_mask: 0.2195 2022/11/01 14:04:20 - mmengine - INFO - Epoch(train) [71][90/125] lr: 2.0000e-02 eta: 1:19:26 time: 0.3988 data_time: 0.1096 memory: 9242 loss: 0.3738 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0043 loss_cls: 0.0608 acc: 95.8984 loss_bbox: 0.0841 loss_mask: 0.2181 2022/11/01 14:04:22 - mmengine - INFO - Epoch(train) [71][95/125] lr: 2.0000e-02 eta: 1:19:26 time: 0.4124 data_time: 0.1153 memory: 8918 loss: 0.3870 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0041 loss_cls: 0.0671 acc: 96.3379 loss_bbox: 0.0875 loss_mask: 0.2213 2022/11/01 14:04:24 - mmengine - INFO - Epoch(train) [71][100/125] lr: 2.0000e-02 eta: 1:19:22 time: 0.4114 data_time: 0.1132 memory: 9249 loss: 0.3793 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0037 loss_cls: 0.0695 acc: 96.5088 loss_bbox: 0.0806 loss_mask: 0.2188 2022/11/01 14:04:26 - mmengine - INFO - Epoch(train) [71][105/125] lr: 2.0000e-02 eta: 1:19:22 time: 0.4035 data_time: 0.1129 memory: 9204 loss: 0.4048 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0045 loss_cls: 0.0723 acc: 96.4355 loss_bbox: 0.0941 loss_mask: 0.2302 2022/11/01 14:04:28 - mmengine - INFO - Epoch(train) [71][110/125] lr: 2.0000e-02 eta: 1:19:17 time: 0.4105 data_time: 0.0992 memory: 10265 loss: 0.4215 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0048 loss_cls: 0.0743 acc: 98.7061 loss_bbox: 0.1016 loss_mask: 0.2373 2022/11/01 14:04:31 - mmengine - INFO - Epoch(train) [71][115/125] lr: 2.0000e-02 eta: 1:19:17 time: 0.4302 data_time: 0.0913 memory: 8934 loss: 0.3940 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0042 loss_cls: 0.0703 acc: 97.5830 loss_bbox: 0.0902 loss_mask: 0.2249 2022/11/01 14:04:33 - mmengine - INFO - Epoch(train) [71][120/125] lr: 2.0000e-02 eta: 1:19:12 time: 0.4054 data_time: 0.0833 memory: 9209 loss: 0.3682 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0037 loss_cls: 0.0723 acc: 97.2656 loss_bbox: 0.0782 loss_mask: 0.2088 2022/11/01 14:04:34 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:04:34 - mmengine - INFO - Epoch(train) [71][125/125] lr: 2.0000e-02 eta: 1:19:12 time: 0.3628 data_time: 0.0658 memory: 8977 loss: 0.3517 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0032 loss_cls: 0.0674 acc: 97.9980 loss_bbox: 0.0719 loss_mask: 0.2047 2022/11/01 14:04:37 - mmengine - INFO - Epoch(train) [72][5/125] lr: 2.0000e-02 eta: 1:19:12 time: 0.4255 data_time: 0.1202 memory: 9324 loss: 0.4079 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0045 loss_cls: 0.0808 acc: 95.6055 loss_bbox: 0.1003 loss_mask: 0.2162 2022/11/01 14:04:39 - mmengine - INFO - Epoch(train) [72][10/125] lr: 2.0000e-02 eta: 1:19:04 time: 0.5191 data_time: 0.1874 memory: 8654 loss: 0.4008 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0038 loss_cls: 0.0739 acc: 98.8037 loss_bbox: 0.0887 loss_mask: 0.2290 2022/11/01 14:04:41 - mmengine - INFO - Epoch(train) [72][15/125] lr: 2.0000e-02 eta: 1:19:04 time: 0.4573 data_time: 0.1338 memory: 9357 loss: 0.3855 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0030 loss_cls: 0.0598 acc: 94.8242 loss_bbox: 0.0690 loss_mask: 0.2495 2022/11/01 14:04:43 - mmengine - INFO - Epoch(train) [72][20/125] lr: 2.0000e-02 eta: 1:18:59 time: 0.4051 data_time: 0.0933 memory: 9295 loss: 0.4034 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0038 loss_cls: 0.0695 acc: 97.6562 loss_bbox: 0.0804 loss_mask: 0.2454 2022/11/01 14:04:46 - mmengine - INFO - Epoch(train) [72][25/125] lr: 2.0000e-02 eta: 1:18:59 time: 0.4223 data_time: 0.1151 memory: 9288 loss: 0.3761 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0041 loss_cls: 0.0659 acc: 96.5576 loss_bbox: 0.0843 loss_mask: 0.2190 2022/11/01 14:04:48 - mmengine - INFO - Epoch(train) [72][30/125] lr: 2.0000e-02 eta: 1:18:55 time: 0.4407 data_time: 0.1503 memory: 9186 loss: 0.3906 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0044 loss_cls: 0.0694 acc: 98.8281 loss_bbox: 0.0860 loss_mask: 0.2264 2022/11/01 14:04:50 - mmengine - INFO - Epoch(train) [72][35/125] lr: 2.0000e-02 eta: 1:18:55 time: 0.4340 data_time: 0.1383 memory: 9495 loss: 0.4298 loss_rpn_cls: 0.0105 loss_rpn_bbox: 0.0056 loss_cls: 0.0881 acc: 95.3369 loss_bbox: 0.0975 loss_mask: 0.2281 2022/11/01 14:04:52 - mmengine - INFO - Epoch(train) [72][40/125] lr: 2.0000e-02 eta: 1:18:51 time: 0.4327 data_time: 0.1159 memory: 9213 loss: 0.4420 loss_rpn_cls: 0.0126 loss_rpn_bbox: 0.0067 loss_cls: 0.0955 acc: 98.4375 loss_bbox: 0.1108 loss_mask: 0.2164 2022/11/01 14:04:55 - mmengine - INFO - Epoch(train) [72][45/125] lr: 2.0000e-02 eta: 1:18:51 time: 0.4801 data_time: 0.1449 memory: 9318 loss: 0.4315 loss_rpn_cls: 0.0098 loss_rpn_bbox: 0.0060 loss_cls: 0.0906 acc: 94.5801 loss_bbox: 0.1064 loss_mask: 0.2186 2022/11/01 14:04:57 - mmengine - INFO - Epoch(train) [72][50/125] lr: 2.0000e-02 eta: 1:18:47 time: 0.4674 data_time: 0.1457 memory: 9164 loss: 0.4174 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0050 loss_cls: 0.0859 acc: 97.4609 loss_bbox: 0.1003 loss_mask: 0.2192 2022/11/01 14:04:59 - mmengine - INFO - Epoch(train) [72][55/125] lr: 2.0000e-02 eta: 1:18:47 time: 0.4142 data_time: 0.0995 memory: 9367 loss: 0.4016 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0047 loss_cls: 0.0771 acc: 97.2900 loss_bbox: 0.0914 loss_mask: 0.2227 2022/11/01 14:05:01 - mmengine - INFO - Epoch(train) [72][60/125] lr: 2.0000e-02 eta: 1:18:43 time: 0.3967 data_time: 0.0758 memory: 9200 loss: 0.4084 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0052 loss_cls: 0.0776 acc: 98.3154 loss_bbox: 0.0962 loss_mask: 0.2219 2022/11/01 14:05:03 - mmengine - INFO - Epoch(train) [72][65/125] lr: 2.0000e-02 eta: 1:18:43 time: 0.4100 data_time: 0.0911 memory: 9380 loss: 0.3914 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0049 loss_cls: 0.0765 acc: 96.8506 loss_bbox: 0.0957 loss_mask: 0.2072 2022/11/01 14:05:05 - mmengine - INFO - Epoch(train) [72][70/125] lr: 2.0000e-02 eta: 1:18:38 time: 0.4233 data_time: 0.1121 memory: 9196 loss: 0.4006 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0045 loss_cls: 0.0770 acc: 98.5352 loss_bbox: 0.0968 loss_mask: 0.2157 2022/11/01 14:05:07 - mmengine - INFO - Epoch(train) [72][75/125] lr: 2.0000e-02 eta: 1:18:38 time: 0.4218 data_time: 0.1125 memory: 9396 loss: 0.4048 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0043 loss_cls: 0.0810 acc: 97.0459 loss_bbox: 0.0992 loss_mask: 0.2152 2022/11/01 14:05:09 - mmengine - INFO - Epoch(train) [72][80/125] lr: 2.0000e-02 eta: 1:18:34 time: 0.4091 data_time: 0.0987 memory: 9494 loss: 0.3936 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0049 loss_cls: 0.0807 acc: 98.7061 loss_bbox: 0.0988 loss_mask: 0.2039 2022/11/01 14:05:11 - mmengine - INFO - Epoch(train) [72][85/125] lr: 2.0000e-02 eta: 1:18:34 time: 0.3993 data_time: 0.1015 memory: 9007 loss: 0.3905 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0046 loss_cls: 0.0726 acc: 98.8770 loss_bbox: 0.0889 loss_mask: 0.2189 2022/11/01 14:05:13 - mmengine - INFO - Epoch(train) [72][90/125] lr: 2.0000e-02 eta: 1:18:29 time: 0.4193 data_time: 0.1142 memory: 9370 loss: 0.3657 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0035 loss_cls: 0.0641 acc: 97.3877 loss_bbox: 0.0799 loss_mask: 0.2121 2022/11/01 14:05:15 - mmengine - INFO - Epoch(train) [72][95/125] lr: 2.0000e-02 eta: 1:18:29 time: 0.4175 data_time: 0.1014 memory: 9164 loss: 0.3714 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0038 loss_cls: 0.0670 acc: 98.7793 loss_bbox: 0.0870 loss_mask: 0.2058 2022/11/01 14:05:18 - mmengine - INFO - Epoch(train) [72][100/125] lr: 2.0000e-02 eta: 1:18:25 time: 0.4400 data_time: 0.0918 memory: 9291 loss: 0.3769 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0036 loss_cls: 0.0652 acc: 98.5352 loss_bbox: 0.0877 loss_mask: 0.2145 2022/11/01 14:05:20 - mmengine - INFO - Epoch(train) [72][105/125] lr: 2.0000e-02 eta: 1:18:25 time: 0.4580 data_time: 0.1181 memory: 9095 loss: 0.3929 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0042 loss_cls: 0.0699 acc: 95.3125 loss_bbox: 0.0920 loss_mask: 0.2211 2022/11/01 14:05:22 - mmengine - INFO - Epoch(train) [72][110/125] lr: 2.0000e-02 eta: 1:18:21 time: 0.4526 data_time: 0.1631 memory: 9376 loss: 0.4122 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0043 loss_cls: 0.0753 acc: 97.5098 loss_bbox: 0.0945 loss_mask: 0.2333 2022/11/01 14:05:25 - mmengine - INFO - Epoch(train) [72][115/125] lr: 2.0000e-02 eta: 1:18:21 time: 0.4547 data_time: 0.1371 memory: 11259 loss: 0.4256 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0051 loss_cls: 0.0833 acc: 95.9961 loss_bbox: 0.1034 loss_mask: 0.2289 2022/11/01 14:05:26 - mmengine - INFO - Epoch(train) [72][120/125] lr: 2.0000e-02 eta: 1:18:17 time: 0.4111 data_time: 0.0836 memory: 9285 loss: 0.4240 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0060 loss_cls: 0.0842 acc: 98.4131 loss_bbox: 0.1084 loss_mask: 0.2187 2022/11/01 14:05:28 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:05:28 - mmengine - INFO - Epoch(train) [72][125/125] lr: 2.0000e-02 eta: 1:18:17 time: 0.3559 data_time: 0.0585 memory: 9141 loss: 0.3857 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0044 loss_cls: 0.0680 acc: 98.1689 loss_bbox: 0.0889 loss_mask: 0.2190 2022/11/01 14:05:31 - mmengine - INFO - Epoch(train) [73][5/125] lr: 2.0000e-02 eta: 1:18:17 time: 0.4311 data_time: 0.1256 memory: 9611 loss: 0.4107 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0038 loss_cls: 0.0688 acc: 96.8750 loss_bbox: 0.0891 loss_mask: 0.2447 2022/11/01 14:05:33 - mmengine - INFO - Epoch(train) [73][10/125] lr: 2.0000e-02 eta: 1:18:08 time: 0.4853 data_time: 0.1646 memory: 9158 loss: 0.3915 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0041 loss_cls: 0.0678 acc: 97.8760 loss_bbox: 0.0835 loss_mask: 0.2312 2022/11/01 14:05:35 - mmengine - INFO - Epoch(train) [73][15/125] lr: 2.0000e-02 eta: 1:18:08 time: 0.4348 data_time: 0.1199 memory: 9059 loss: 0.3777 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0048 loss_cls: 0.0714 acc: 96.7529 loss_bbox: 0.0781 loss_mask: 0.2149 2022/11/01 14:05:37 - mmengine - INFO - Epoch(train) [73][20/125] lr: 2.0000e-02 eta: 1:18:04 time: 0.4409 data_time: 0.1371 memory: 9193 loss: 0.4039 loss_rpn_cls: 0.0089 loss_rpn_bbox: 0.0049 loss_cls: 0.0736 acc: 96.7529 loss_bbox: 0.0846 loss_mask: 0.2319 2022/11/01 14:05:39 - mmengine - INFO - Epoch(train) [73][25/125] lr: 2.0000e-02 eta: 1:18:04 time: 0.4331 data_time: 0.1330 memory: 9124 loss: 0.4204 loss_rpn_cls: 0.0105 loss_rpn_bbox: 0.0060 loss_cls: 0.0790 acc: 97.4854 loss_bbox: 0.0960 loss_mask: 0.2288 2022/11/01 14:05:41 - mmengine - INFO - Epoch(train) [73][30/125] lr: 2.0000e-02 eta: 1:17:59 time: 0.3891 data_time: 0.0916 memory: 9314 loss: 0.4224 loss_rpn_cls: 0.0112 loss_rpn_bbox: 0.0070 loss_cls: 0.0804 acc: 98.8770 loss_bbox: 0.1031 loss_mask: 0.2208 2022/11/01 14:05:43 - mmengine - INFO - Epoch(train) [73][35/125] lr: 2.0000e-02 eta: 1:17:59 time: 0.3765 data_time: 0.0829 memory: 9007 loss: 0.3684 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0048 loss_cls: 0.0681 acc: 96.7529 loss_bbox: 0.0875 loss_mask: 0.2024 2022/11/01 14:05:45 - mmengine - INFO - Epoch(train) [73][40/125] lr: 2.0000e-02 eta: 1:17:54 time: 0.3819 data_time: 0.0938 memory: 9158 loss: 0.3459 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0034 loss_cls: 0.0643 acc: 97.6074 loss_bbox: 0.0780 loss_mask: 0.1966 2022/11/01 14:05:47 - mmengine - INFO - Epoch(train) [73][45/125] lr: 2.0000e-02 eta: 1:17:54 time: 0.3892 data_time: 0.1000 memory: 8748 loss: 0.3645 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0038 loss_cls: 0.0608 acc: 98.3887 loss_bbox: 0.0742 loss_mask: 0.2203 2022/11/01 14:05:49 - mmengine - INFO - Epoch(train) [73][50/125] lr: 2.0000e-02 eta: 1:17:49 time: 0.3740 data_time: 0.0890 memory: 9200 loss: 0.3767 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0049 loss_cls: 0.0646 acc: 98.6328 loss_bbox: 0.0721 loss_mask: 0.2264 2022/11/01 14:05:51 - mmengine - INFO - Epoch(train) [73][55/125] lr: 2.0000e-02 eta: 1:17:49 time: 0.3902 data_time: 0.1109 memory: 9062 loss: 0.3831 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0049 loss_cls: 0.0715 acc: 96.5576 loss_bbox: 0.0824 loss_mask: 0.2162 2022/11/01 14:05:53 - mmengine - INFO - Epoch(train) [73][60/125] lr: 2.0000e-02 eta: 1:17:45 time: 0.4267 data_time: 0.1267 memory: 9181 loss: 0.4144 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0051 loss_cls: 0.0803 acc: 97.8760 loss_bbox: 0.0958 loss_mask: 0.2270 2022/11/01 14:05:55 - mmengine - INFO - Epoch(train) [73][65/125] lr: 2.0000e-02 eta: 1:17:45 time: 0.4419 data_time: 0.1275 memory: 9059 loss: 0.4056 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0044 loss_cls: 0.0728 acc: 98.7549 loss_bbox: 0.0906 loss_mask: 0.2324 2022/11/01 14:05:57 - mmengine - INFO - Epoch(train) [73][70/125] lr: 2.0000e-02 eta: 1:17:40 time: 0.4292 data_time: 0.1178 memory: 9320 loss: 0.3956 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0044 loss_cls: 0.0682 acc: 98.0957 loss_bbox: 0.0859 loss_mask: 0.2321 2022/11/01 14:05:59 - mmengine - INFO - Epoch(train) [73][75/125] lr: 2.0000e-02 eta: 1:17:40 time: 0.3810 data_time: 0.0834 memory: 8987 loss: 0.3973 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0050 loss_cls: 0.0744 acc: 95.8008 loss_bbox: 0.0820 loss_mask: 0.2306 2022/11/01 14:06:01 - mmengine - INFO - Epoch(train) [73][80/125] lr: 2.0000e-02 eta: 1:17:35 time: 0.3703 data_time: 0.0828 memory: 9013 loss: 0.3625 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0038 loss_cls: 0.0629 acc: 97.1191 loss_bbox: 0.0734 loss_mask: 0.2181 2022/11/01 14:06:03 - mmengine - INFO - Epoch(train) [73][85/125] lr: 2.0000e-02 eta: 1:17:35 time: 0.3902 data_time: 0.1056 memory: 8898 loss: 0.3431 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0043 loss_cls: 0.0534 acc: 98.3643 loss_bbox: 0.0719 loss_mask: 0.2072 2022/11/01 14:06:05 - mmengine - INFO - Epoch(train) [73][90/125] lr: 2.0000e-02 eta: 1:17:30 time: 0.3842 data_time: 0.1018 memory: 9471 loss: 0.3864 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0051 loss_cls: 0.0681 acc: 97.4365 loss_bbox: 0.0903 loss_mask: 0.2153 2022/11/01 14:06:07 - mmengine - INFO - Epoch(train) [73][95/125] lr: 2.0000e-02 eta: 1:17:30 time: 0.3598 data_time: 0.0764 memory: 9043 loss: 0.3887 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0041 loss_cls: 0.0683 acc: 98.6328 loss_bbox: 0.0835 loss_mask: 0.2277 2022/11/01 14:06:09 - mmengine - INFO - Epoch(train) [73][100/125] lr: 2.0000e-02 eta: 1:17:25 time: 0.3921 data_time: 0.0910 memory: 9334 loss: 0.3632 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0041 loss_cls: 0.0619 acc: 94.3848 loss_bbox: 0.0737 loss_mask: 0.2185 2022/11/01 14:06:11 - mmengine - INFO - Epoch(train) [73][105/125] lr: 2.0000e-02 eta: 1:17:25 time: 0.4337 data_time: 0.1121 memory: 9049 loss: 0.3617 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0043 loss_cls: 0.0680 acc: 96.8262 loss_bbox: 0.0840 loss_mask: 0.1992 2022/11/01 14:06:13 - mmengine - INFO - Epoch(train) [73][110/125] lr: 2.0000e-02 eta: 1:17:21 time: 0.4044 data_time: 0.0942 memory: 9317 loss: 0.3906 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0053 loss_cls: 0.0699 acc: 97.8760 loss_bbox: 0.0870 loss_mask: 0.2206 2022/11/01 14:06:15 - mmengine - INFO - Epoch(train) [73][115/125] lr: 2.0000e-02 eta: 1:17:21 time: 0.3716 data_time: 0.0779 memory: 9386 loss: 0.4125 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0053 loss_cls: 0.0710 acc: 97.1680 loss_bbox: 0.0904 loss_mask: 0.2385 2022/11/01 14:06:17 - mmengine - INFO - Epoch(train) [73][120/125] lr: 2.0000e-02 eta: 1:17:16 time: 0.3783 data_time: 0.0957 memory: 9585 loss: 0.3944 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0042 loss_cls: 0.0695 acc: 98.2666 loss_bbox: 0.0858 loss_mask: 0.2298 2022/11/01 14:06:18 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:06:18 - mmengine - INFO - Epoch(train) [73][125/125] lr: 2.0000e-02 eta: 1:17:16 time: 0.3603 data_time: 0.0728 memory: 9376 loss: 0.4004 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0052 loss_cls: 0.0732 acc: 96.4355 loss_bbox: 0.0926 loss_mask: 0.2237 2022/11/01 14:06:21 - mmengine - INFO - Epoch(train) [74][5/125] lr: 2.0000e-02 eta: 1:17:16 time: 0.3942 data_time: 0.1038 memory: 8997 loss: 0.3643 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0041 loss_cls: 0.0598 acc: 98.0225 loss_bbox: 0.0793 loss_mask: 0.2162 2022/11/01 14:06:23 - mmengine - INFO - Epoch(train) [74][10/125] lr: 2.0000e-02 eta: 1:17:06 time: 0.4199 data_time: 0.1285 memory: 9186 loss: 0.3547 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0045 loss_cls: 0.0592 acc: 99.4141 loss_bbox: 0.0769 loss_mask: 0.2093 2022/11/01 14:06:24 - mmengine - INFO - Epoch(train) [74][15/125] lr: 2.0000e-02 eta: 1:17:06 time: 0.3901 data_time: 0.0940 memory: 9118 loss: 0.3713 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0051 loss_cls: 0.0617 acc: 98.2666 loss_bbox: 0.0778 loss_mask: 0.2216 2022/11/01 14:06:26 - mmengine - INFO - Epoch(train) [74][20/125] lr: 2.0000e-02 eta: 1:17:01 time: 0.3836 data_time: 0.0916 memory: 9013 loss: 0.3768 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0041 loss_cls: 0.0619 acc: 97.9248 loss_bbox: 0.0764 loss_mask: 0.2291 2022/11/01 14:06:29 - mmengine - INFO - Epoch(train) [74][25/125] lr: 2.0000e-02 eta: 1:17:01 time: 0.4629 data_time: 0.1569 memory: 9578 loss: 0.4099 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0048 loss_cls: 0.0806 acc: 97.8760 loss_bbox: 0.0966 loss_mask: 0.2215 2022/11/01 14:06:31 - mmengine - INFO - Epoch(train) [74][30/125] lr: 2.0000e-02 eta: 1:16:58 time: 0.4901 data_time: 0.1672 memory: 10212 loss: 0.4573 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0052 loss_cls: 0.0966 acc: 97.7051 loss_bbox: 0.1126 loss_mask: 0.2354 2022/11/01 14:06:33 - mmengine - INFO - Epoch(train) [74][35/125] lr: 2.0000e-02 eta: 1:16:58 time: 0.3938 data_time: 0.0959 memory: 9255 loss: 0.3971 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0042 loss_cls: 0.0773 acc: 98.8525 loss_bbox: 0.0902 loss_mask: 0.2197 2022/11/01 14:06:35 - mmengine - INFO - Epoch(train) [74][40/125] lr: 2.0000e-02 eta: 1:16:52 time: 0.3622 data_time: 0.0836 memory: 9370 loss: 0.3570 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0051 loss_cls: 0.0595 acc: 96.3135 loss_bbox: 0.0763 loss_mask: 0.2107 2022/11/01 14:06:37 - mmengine - INFO - Epoch(train) [74][45/125] lr: 2.0000e-02 eta: 1:16:52 time: 0.3910 data_time: 0.0994 memory: 9549 loss: 0.3939 loss_rpn_cls: 0.0095 loss_rpn_bbox: 0.0065 loss_cls: 0.0660 acc: 97.2900 loss_bbox: 0.0878 loss_mask: 0.2241 2022/11/01 14:06:39 - mmengine - INFO - Epoch(train) [74][50/125] lr: 2.0000e-02 eta: 1:16:48 time: 0.4209 data_time: 0.1279 memory: 9465 loss: 0.4319 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0062 loss_cls: 0.0795 acc: 95.7520 loss_bbox: 0.1053 loss_mask: 0.2323 2022/11/01 14:06:41 - mmengine - INFO - Epoch(train) [74][55/125] lr: 2.0000e-02 eta: 1:16:48 time: 0.3910 data_time: 0.1075 memory: 9141 loss: 0.4053 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0045 loss_cls: 0.0752 acc: 97.3389 loss_bbox: 0.0977 loss_mask: 0.2234 2022/11/01 14:06:43 - mmengine - INFO - Epoch(train) [74][60/125] lr: 2.0000e-02 eta: 1:16:43 time: 0.3584 data_time: 0.0739 memory: 9190 loss: 0.3746 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0039 loss_cls: 0.0717 acc: 94.9463 loss_bbox: 0.0853 loss_mask: 0.2091 2022/11/01 14:06:45 - mmengine - INFO - Epoch(train) [74][65/125] lr: 2.0000e-02 eta: 1:16:43 time: 0.4065 data_time: 0.0883 memory: 10043 loss: 0.4068 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0054 loss_cls: 0.0822 acc: 96.9238 loss_bbox: 0.1029 loss_mask: 0.2093 2022/11/01 14:06:47 - mmengine - INFO - Epoch(train) [74][70/125] lr: 2.0000e-02 eta: 1:16:39 time: 0.4689 data_time: 0.1340 memory: 9141 loss: 0.3861 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0050 loss_cls: 0.0729 acc: 98.3398 loss_bbox: 0.0919 loss_mask: 0.2098 2022/11/01 14:06:50 - mmengine - INFO - Epoch(train) [74][75/125] lr: 2.0000e-02 eta: 1:16:39 time: 0.4700 data_time: 0.1606 memory: 9304 loss: 0.3852 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0043 loss_cls: 0.0693 acc: 98.2910 loss_bbox: 0.0854 loss_mask: 0.2207 2022/11/01 14:06:52 - mmengine - INFO - Epoch(train) [74][80/125] lr: 2.0000e-02 eta: 1:16:35 time: 0.4183 data_time: 0.1147 memory: 9219 loss: 0.4124 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0052 loss_cls: 0.0731 acc: 96.9727 loss_bbox: 0.0951 loss_mask: 0.2312 2022/11/01 14:06:54 - mmengine - INFO - Epoch(train) [74][85/125] lr: 2.0000e-02 eta: 1:16:35 time: 0.4002 data_time: 0.0995 memory: 8872 loss: 0.3948 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0048 loss_cls: 0.0655 acc: 97.5586 loss_bbox: 0.0860 loss_mask: 0.2310 2022/11/01 14:06:56 - mmengine - INFO - Epoch(train) [74][90/125] lr: 2.0000e-02 eta: 1:16:30 time: 0.4256 data_time: 0.1118 memory: 10727 loss: 0.3939 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0043 loss_cls: 0.0644 acc: 99.2188 loss_bbox: 0.0830 loss_mask: 0.2372 2022/11/01 14:06:58 - mmengine - INFO - Epoch(train) [74][95/125] lr: 2.0000e-02 eta: 1:16:30 time: 0.4271 data_time: 0.1059 memory: 9056 loss: 0.3963 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0039 loss_cls: 0.0683 acc: 97.9492 loss_bbox: 0.0806 loss_mask: 0.2384 2022/11/01 14:07:00 - mmengine - INFO - Epoch(train) [74][100/125] lr: 2.0000e-02 eta: 1:16:26 time: 0.3934 data_time: 0.0923 memory: 9435 loss: 0.3627 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0042 loss_cls: 0.0642 acc: 99.0479 loss_bbox: 0.0754 loss_mask: 0.2138 2022/11/01 14:07:02 - mmengine - INFO - Epoch(train) [74][105/125] lr: 2.0000e-02 eta: 1:16:26 time: 0.3774 data_time: 0.0788 memory: 8934 loss: 0.3331 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0043 loss_cls: 0.0598 acc: 99.6826 loss_bbox: 0.0729 loss_mask: 0.1912 2022/11/01 14:07:04 - mmengine - INFO - Epoch(train) [74][110/125] lr: 2.0000e-02 eta: 1:16:21 time: 0.4272 data_time: 0.1020 memory: 8725 loss: 0.3222 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0031 loss_cls: 0.0542 acc: 98.4375 loss_bbox: 0.0603 loss_mask: 0.2002 2022/11/01 14:07:06 - mmengine - INFO - Epoch(train) [74][115/125] lr: 2.0000e-02 eta: 1:16:21 time: 0.4790 data_time: 0.1294 memory: 9101 loss: 0.3430 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0029 loss_cls: 0.0560 acc: 97.9004 loss_bbox: 0.0661 loss_mask: 0.2145 2022/11/01 14:07:09 - mmengine - INFO - Epoch(train) [74][120/125] lr: 2.0000e-02 eta: 1:16:18 time: 0.4516 data_time: 0.1128 memory: 10103 loss: 0.3838 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0044 loss_cls: 0.0710 acc: 95.6543 loss_bbox: 0.0920 loss_mask: 0.2110 2022/11/01 14:07:10 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:07:10 - mmengine - INFO - Epoch(train) [74][125/125] lr: 2.0000e-02 eta: 1:16:18 time: 0.3676 data_time: 0.0575 memory: 9262 loss: 0.4179 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0044 loss_cls: 0.0774 acc: 98.5352 loss_bbox: 0.0922 loss_mask: 0.2376 2022/11/01 14:07:13 - mmengine - INFO - Epoch(train) [75][5/125] lr: 2.0000e-02 eta: 1:16:18 time: 0.4091 data_time: 0.1062 memory: 9282 loss: 0.4187 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0035 loss_cls: 0.0776 acc: 95.5566 loss_bbox: 0.0849 loss_mask: 0.2469 2022/11/01 14:07:15 - mmengine - INFO - Epoch(train) [75][10/125] lr: 2.0000e-02 eta: 1:16:08 time: 0.4568 data_time: 0.1433 memory: 9206 loss: 0.4423 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0057 loss_cls: 0.0855 acc: 96.7529 loss_bbox: 0.1003 loss_mask: 0.2443 2022/11/01 14:07:17 - mmengine - INFO - Epoch(train) [75][15/125] lr: 2.0000e-02 eta: 1:16:08 time: 0.4053 data_time: 0.0975 memory: 9137 loss: 0.4161 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0061 loss_cls: 0.0763 acc: 97.9248 loss_bbox: 0.0932 loss_mask: 0.2349 2022/11/01 14:07:18 - mmengine - INFO - Epoch(train) [75][20/125] lr: 2.0000e-02 eta: 1:16:03 time: 0.3747 data_time: 0.0794 memory: 8963 loss: 0.3905 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0043 loss_cls: 0.0727 acc: 97.5098 loss_bbox: 0.0855 loss_mask: 0.2228 2022/11/01 14:07:21 - mmengine - INFO - Epoch(train) [75][25/125] lr: 2.0000e-02 eta: 1:16:03 time: 0.3877 data_time: 0.0988 memory: 8921 loss: 0.3945 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0035 loss_cls: 0.0739 acc: 97.1436 loss_bbox: 0.0814 loss_mask: 0.2309 2022/11/01 14:07:23 - mmengine - INFO - Epoch(train) [75][30/125] lr: 2.0000e-02 eta: 1:15:59 time: 0.4204 data_time: 0.1211 memory: 9416 loss: 0.3844 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0043 loss_cls: 0.0706 acc: 97.8271 loss_bbox: 0.0875 loss_mask: 0.2178 2022/11/01 14:07:25 - mmengine - INFO - Epoch(train) [75][35/125] lr: 2.0000e-02 eta: 1:15:59 time: 0.4600 data_time: 0.1444 memory: 9036 loss: 0.3568 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0048 loss_cls: 0.0616 acc: 96.8262 loss_bbox: 0.0838 loss_mask: 0.2013 2022/11/01 14:07:28 - mmengine - INFO - Epoch(train) [75][40/125] lr: 2.0000e-02 eta: 1:15:56 time: 0.4990 data_time: 0.1657 memory: 9242 loss: 0.3796 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0048 loss_cls: 0.0682 acc: 96.7529 loss_bbox: 0.0869 loss_mask: 0.2140 2022/11/01 14:07:30 - mmengine - INFO - Epoch(train) [75][45/125] lr: 2.0000e-02 eta: 1:15:56 time: 0.4612 data_time: 0.1364 memory: 9393 loss: 0.4184 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0051 loss_cls: 0.0809 acc: 98.3154 loss_bbox: 0.1059 loss_mask: 0.2207 2022/11/01 14:07:32 - mmengine - INFO - Epoch(train) [75][50/125] lr: 2.0000e-02 eta: 1:15:52 time: 0.4363 data_time: 0.1329 memory: 9144 loss: 0.4204 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0049 loss_cls: 0.0783 acc: 95.5811 loss_bbox: 0.1021 loss_mask: 0.2278 2022/11/01 14:07:34 - mmengine - INFO - Epoch(train) [75][55/125] lr: 2.0000e-02 eta: 1:15:52 time: 0.4195 data_time: 0.1161 memory: 8908 loss: 0.4031 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0046 loss_cls: 0.0763 acc: 98.0957 loss_bbox: 0.0904 loss_mask: 0.2253 2022/11/01 14:07:36 - mmengine - INFO - Epoch(train) [75][60/125] lr: 2.0000e-02 eta: 1:15:47 time: 0.3767 data_time: 0.0780 memory: 9324 loss: 0.3978 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0052 loss_cls: 0.0757 acc: 97.9980 loss_bbox: 0.0885 loss_mask: 0.2211 2022/11/01 14:07:38 - mmengine - INFO - Epoch(train) [75][65/125] lr: 2.0000e-02 eta: 1:15:47 time: 0.3750 data_time: 0.0814 memory: 9356 loss: 0.4067 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0053 loss_cls: 0.0739 acc: 98.2422 loss_bbox: 0.0894 loss_mask: 0.2303 2022/11/01 14:07:40 - mmengine - INFO - Epoch(train) [75][70/125] lr: 2.0000e-02 eta: 1:15:42 time: 0.4048 data_time: 0.1097 memory: 9536 loss: 0.3711 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0039 loss_cls: 0.0662 acc: 99.5605 loss_bbox: 0.0814 loss_mask: 0.2140 2022/11/01 14:07:42 - mmengine - INFO - Epoch(train) [75][75/125] lr: 2.0000e-02 eta: 1:15:42 time: 0.4213 data_time: 0.1184 memory: 9148 loss: 0.3580 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0038 loss_cls: 0.0644 acc: 98.0469 loss_bbox: 0.0841 loss_mask: 0.2011 2022/11/01 14:07:44 - mmengine - INFO - Epoch(train) [75][80/125] lr: 2.0000e-02 eta: 1:15:38 time: 0.4408 data_time: 0.0942 memory: 10366 loss: 0.3774 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0040 loss_cls: 0.0783 acc: 97.7783 loss_bbox: 0.0900 loss_mask: 0.1991 2022/11/01 14:07:46 - mmengine - INFO - Epoch(train) [75][85/125] lr: 2.0000e-02 eta: 1:15:38 time: 0.4408 data_time: 0.0970 memory: 9232 loss: 0.3854 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0046 loss_cls: 0.0751 acc: 98.2666 loss_bbox: 0.0803 loss_mask: 0.2184 2022/11/01 14:07:49 - mmengine - INFO - Epoch(train) [75][90/125] lr: 2.0000e-02 eta: 1:15:34 time: 0.4258 data_time: 0.1148 memory: 9363 loss: 0.4038 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0051 loss_cls: 0.0722 acc: 98.8770 loss_bbox: 0.0878 loss_mask: 0.2334 2022/11/01 14:07:51 - mmengine - INFO - Epoch(train) [75][95/125] lr: 2.0000e-02 eta: 1:15:34 time: 0.4322 data_time: 0.1151 memory: 9360 loss: 0.4249 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0050 loss_cls: 0.0849 acc: 96.6064 loss_bbox: 0.1066 loss_mask: 0.2231 2022/11/01 14:07:53 - mmengine - INFO - Epoch(train) [75][100/125] lr: 2.0000e-02 eta: 1:15:29 time: 0.4068 data_time: 0.0945 memory: 9406 loss: 0.4091 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0048 loss_cls: 0.0782 acc: 96.5088 loss_bbox: 0.1048 loss_mask: 0.2163 2022/11/01 14:07:55 - mmengine - INFO - Epoch(train) [75][105/125] lr: 2.0000e-02 eta: 1:15:29 time: 0.3850 data_time: 0.0865 memory: 9183 loss: 0.3773 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0041 loss_cls: 0.0673 acc: 96.3379 loss_bbox: 0.0911 loss_mask: 0.2106 2022/11/01 14:07:57 - mmengine - INFO - Epoch(train) [75][110/125] lr: 2.0000e-02 eta: 1:15:25 time: 0.4000 data_time: 0.1102 memory: 9356 loss: 0.3630 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0040 loss_cls: 0.0615 acc: 97.2656 loss_bbox: 0.0776 loss_mask: 0.2131 2022/11/01 14:07:59 - mmengine - INFO - Epoch(train) [75][115/125] lr: 2.0000e-02 eta: 1:15:25 time: 0.3962 data_time: 0.1086 memory: 9353 loss: 0.3915 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0040 loss_cls: 0.0684 acc: 96.7529 loss_bbox: 0.0840 loss_mask: 0.2282 2022/11/01 14:08:00 - mmengine - INFO - Epoch(train) [75][120/125] lr: 2.0000e-02 eta: 1:15:20 time: 0.3775 data_time: 0.0920 memory: 9105 loss: 0.3866 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0041 loss_cls: 0.0699 acc: 96.5820 loss_bbox: 0.0886 loss_mask: 0.2196 2022/11/01 14:08:02 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:08:02 - mmengine - INFO - Epoch(train) [75][125/125] lr: 2.0000e-02 eta: 1:15:20 time: 0.3551 data_time: 0.0600 memory: 9318 loss: 0.3856 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0043 loss_cls: 0.0687 acc: 97.9736 loss_bbox: 0.0924 loss_mask: 0.2153 2022/11/01 14:08:05 - mmengine - INFO - Epoch(train) [76][5/125] lr: 2.0000e-02 eta: 1:15:20 time: 0.4444 data_time: 0.1263 memory: 9347 loss: 0.4220 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0050 loss_cls: 0.0761 acc: 97.2656 loss_bbox: 0.1023 loss_mask: 0.2313 2022/11/01 14:08:07 - mmengine - INFO - Epoch(train) [76][10/125] lr: 2.0000e-02 eta: 1:15:11 time: 0.4841 data_time: 0.1672 memory: 8770 loss: 0.3843 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0047 loss_cls: 0.0628 acc: 98.5352 loss_bbox: 0.0820 loss_mask: 0.2283 2022/11/01 14:08:09 - mmengine - INFO - Epoch(train) [76][15/125] lr: 2.0000e-02 eta: 1:15:11 time: 0.3960 data_time: 0.0917 memory: 9409 loss: 0.3624 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0040 loss_cls: 0.0635 acc: 97.5098 loss_bbox: 0.0804 loss_mask: 0.2100 2022/11/01 14:08:11 - mmengine - INFO - Epoch(train) [76][20/125] lr: 2.0000e-02 eta: 1:15:06 time: 0.3696 data_time: 0.0711 memory: 9226 loss: 0.3814 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0040 loss_cls: 0.0700 acc: 98.9014 loss_bbox: 0.0875 loss_mask: 0.2154 2022/11/01 14:08:13 - mmengine - INFO - Epoch(train) [76][25/125] lr: 2.0000e-02 eta: 1:15:06 time: 0.3972 data_time: 0.1083 memory: 9101 loss: 0.3612 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0030 loss_cls: 0.0598 acc: 98.0225 loss_bbox: 0.0706 loss_mask: 0.2239 2022/11/01 14:08:15 - mmengine - INFO - Epoch(train) [76][30/125] lr: 2.0000e-02 eta: 1:15:01 time: 0.3941 data_time: 0.1055 memory: 9455 loss: 0.3921 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0039 loss_cls: 0.0737 acc: 96.1914 loss_bbox: 0.0866 loss_mask: 0.2230 2022/11/01 14:08:16 - mmengine - INFO - Epoch(train) [76][35/125] lr: 2.0000e-02 eta: 1:15:01 time: 0.3630 data_time: 0.0747 memory: 9088 loss: 0.3940 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0055 loss_cls: 0.0733 acc: 97.9736 loss_bbox: 0.0922 loss_mask: 0.2152 2022/11/01 14:08:19 - mmengine - INFO - Epoch(train) [76][40/125] lr: 2.0000e-02 eta: 1:14:56 time: 0.3996 data_time: 0.1015 memory: 9539 loss: 0.3845 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0047 loss_cls: 0.0657 acc: 97.5830 loss_bbox: 0.0884 loss_mask: 0.2184 2022/11/01 14:08:21 - mmengine - INFO - Epoch(train) [76][45/125] lr: 2.0000e-02 eta: 1:14:56 time: 0.4753 data_time: 0.1613 memory: 8981 loss: 0.3590 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0028 loss_cls: 0.0593 acc: 98.6816 loss_bbox: 0.0772 loss_mask: 0.2152 2022/11/01 14:08:23 - mmengine - INFO - Epoch(train) [76][50/125] lr: 2.0000e-02 eta: 1:14:53 time: 0.4724 data_time: 0.1465 memory: 10375 loss: 0.3658 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0045 loss_cls: 0.0622 acc: 98.1934 loss_bbox: 0.0858 loss_mask: 0.2083 2022/11/01 14:08:25 - mmengine - INFO - Epoch(train) [76][55/125] lr: 2.0000e-02 eta: 1:14:53 time: 0.3892 data_time: 0.0754 memory: 9285 loss: 0.4151 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0062 loss_cls: 0.0818 acc: 93.5303 loss_bbox: 0.1042 loss_mask: 0.2158 2022/11/01 14:08:27 - mmengine - INFO - Epoch(train) [76][60/125] lr: 2.0000e-02 eta: 1:14:48 time: 0.3645 data_time: 0.0730 memory: 9278 loss: 0.4045 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0046 loss_cls: 0.0764 acc: 97.2412 loss_bbox: 0.0935 loss_mask: 0.2231 2022/11/01 14:08:29 - mmengine - INFO - Epoch(train) [76][65/125] lr: 2.0000e-02 eta: 1:14:48 time: 0.4183 data_time: 0.1349 memory: 9137 loss: 0.3662 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0037 loss_cls: 0.0628 acc: 99.5850 loss_bbox: 0.0840 loss_mask: 0.2112 2022/11/01 14:08:31 - mmengine - INFO - Epoch(train) [76][70/125] lr: 2.0000e-02 eta: 1:14:44 time: 0.4294 data_time: 0.1471 memory: 9282 loss: 0.3876 loss_rpn_cls: 0.0093 loss_rpn_bbox: 0.0049 loss_cls: 0.0736 acc: 94.3115 loss_bbox: 0.0842 loss_mask: 0.2156 2022/11/01 14:08:33 - mmengine - INFO - Epoch(train) [76][75/125] lr: 2.0000e-02 eta: 1:14:44 time: 0.3888 data_time: 0.1037 memory: 9167 loss: 0.4281 loss_rpn_cls: 0.0121 loss_rpn_bbox: 0.0058 loss_cls: 0.0873 acc: 96.4600 loss_bbox: 0.0959 loss_mask: 0.2270 2022/11/01 14:08:35 - mmengine - INFO - Epoch(train) [76][80/125] lr: 2.0000e-02 eta: 1:14:39 time: 0.3941 data_time: 0.0960 memory: 10164 loss: 0.4073 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0053 loss_cls: 0.0811 acc: 98.7061 loss_bbox: 0.0936 loss_mask: 0.2194 2022/11/01 14:08:38 - mmengine - INFO - Epoch(train) [76][85/125] lr: 2.0000e-02 eta: 1:14:39 time: 0.4430 data_time: 0.1422 memory: 9376 loss: 0.3802 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0048 loss_cls: 0.0711 acc: 96.8750 loss_bbox: 0.0892 loss_mask: 0.2101 2022/11/01 14:08:39 - mmengine - INFO - Epoch(train) [76][90/125] lr: 2.0000e-02 eta: 1:14:35 time: 0.4266 data_time: 0.1415 memory: 9236 loss: 0.3837 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0046 loss_cls: 0.0703 acc: 97.3633 loss_bbox: 0.0933 loss_mask: 0.2104 2022/11/01 14:08:41 - mmengine - INFO - Epoch(train) [76][95/125] lr: 2.0000e-02 eta: 1:14:35 time: 0.3792 data_time: 0.0879 memory: 9895 loss: 0.4098 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0048 loss_cls: 0.0753 acc: 98.0957 loss_bbox: 0.1011 loss_mask: 0.2223 2022/11/01 14:08:44 - mmengine - INFO - Epoch(train) [76][100/125] lr: 2.0000e-02 eta: 1:14:30 time: 0.4225 data_time: 0.0991 memory: 9259 loss: 0.4175 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0048 loss_cls: 0.0780 acc: 97.9248 loss_bbox: 0.1070 loss_mask: 0.2223 2022/11/01 14:08:46 - mmengine - INFO - Epoch(train) [76][105/125] lr: 2.0000e-02 eta: 1:14:30 time: 0.4398 data_time: 0.1117 memory: 9105 loss: 0.3983 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0042 loss_cls: 0.0753 acc: 98.8281 loss_bbox: 0.0952 loss_mask: 0.2185 2022/11/01 14:08:48 - mmengine - INFO - Epoch(train) [76][110/125] lr: 2.0000e-02 eta: 1:14:26 time: 0.3879 data_time: 0.0911 memory: 9000 loss: 0.3387 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0032 loss_cls: 0.0593 acc: 98.2910 loss_bbox: 0.0738 loss_mask: 0.1986 2022/11/01 14:08:49 - mmengine - INFO - Epoch(train) [76][115/125] lr: 2.0000e-02 eta: 1:14:26 time: 0.3640 data_time: 0.0754 memory: 9324 loss: 0.3675 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0033 loss_cls: 0.0643 acc: 96.6553 loss_bbox: 0.0833 loss_mask: 0.2128 2022/11/01 14:08:51 - mmengine - INFO - Epoch(train) [76][120/125] lr: 2.0000e-02 eta: 1:14:20 time: 0.3660 data_time: 0.0762 memory: 9137 loss: 0.4066 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0044 loss_cls: 0.0697 acc: 97.0459 loss_bbox: 0.0965 loss_mask: 0.2315 2022/11/01 14:08:53 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:08:53 - mmengine - INFO - Epoch(train) [76][125/125] lr: 2.0000e-02 eta: 1:14:20 time: 0.3323 data_time: 0.0480 memory: 9101 loss: 0.3555 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0037 loss_cls: 0.0518 acc: 99.1943 loss_bbox: 0.0746 loss_mask: 0.2214 2022/11/01 14:08:56 - mmengine - INFO - Epoch(train) [77][5/125] lr: 2.0000e-02 eta: 1:14:20 time: 0.4505 data_time: 0.1375 memory: 8990 loss: 0.3666 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0032 loss_cls: 0.0555 acc: 97.9492 loss_bbox: 0.0706 loss_mask: 0.2333 2022/11/01 14:08:57 - mmengine - INFO - Epoch(train) [77][10/125] lr: 2.0000e-02 eta: 1:14:12 time: 0.4767 data_time: 0.1561 memory: 9193 loss: 0.4062 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0039 loss_cls: 0.0660 acc: 97.5586 loss_bbox: 0.0895 loss_mask: 0.2418 2022/11/01 14:08:59 - mmengine - INFO - Epoch(train) [77][15/125] lr: 2.0000e-02 eta: 1:14:12 time: 0.3640 data_time: 0.0710 memory: 9406 loss: 0.4117 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0042 loss_cls: 0.0729 acc: 96.0693 loss_bbox: 0.1014 loss_mask: 0.2284 2022/11/01 14:09:01 - mmengine - INFO - Epoch(train) [77][20/125] lr: 2.0000e-02 eta: 1:14:06 time: 0.3599 data_time: 0.0756 memory: 9170 loss: 0.3762 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0038 loss_cls: 0.0658 acc: 98.0957 loss_bbox: 0.0866 loss_mask: 0.2161 2022/11/01 14:09:03 - mmengine - INFO - Epoch(train) [77][25/125] lr: 2.0000e-02 eta: 1:14:06 time: 0.3699 data_time: 0.0862 memory: 9462 loss: 0.3584 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0042 loss_cls: 0.0600 acc: 95.3369 loss_bbox: 0.0767 loss_mask: 0.2132 2022/11/01 14:09:05 - mmengine - INFO - Epoch(train) [77][30/125] lr: 2.0000e-02 eta: 1:14:01 time: 0.3626 data_time: 0.0771 memory: 8947 loss: 0.3570 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0041 loss_cls: 0.0597 acc: 97.8027 loss_bbox: 0.0766 loss_mask: 0.2121 2022/11/01 14:09:07 - mmengine - INFO - Epoch(train) [77][35/125] lr: 2.0000e-02 eta: 1:14:01 time: 0.3628 data_time: 0.0798 memory: 9062 loss: 0.3527 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0031 loss_cls: 0.0521 acc: 97.0703 loss_bbox: 0.0699 loss_mask: 0.2236 2022/11/01 14:09:09 - mmengine - INFO - Epoch(train) [77][40/125] lr: 2.0000e-02 eta: 1:13:56 time: 0.3856 data_time: 0.0991 memory: 8960 loss: 0.3709 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0037 loss_cls: 0.0583 acc: 98.0957 loss_bbox: 0.0799 loss_mask: 0.2242 2022/11/01 14:09:11 - mmengine - INFO - Epoch(train) [77][45/125] lr: 2.0000e-02 eta: 1:13:56 time: 0.3973 data_time: 0.1033 memory: 8967 loss: 0.3481 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0040 loss_cls: 0.0573 acc: 98.9502 loss_bbox: 0.0771 loss_mask: 0.2048 2022/11/01 14:09:13 - mmengine - INFO - Epoch(train) [77][50/125] lr: 2.0000e-02 eta: 1:13:52 time: 0.4304 data_time: 0.1137 memory: 9026 loss: 0.3462 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0036 loss_cls: 0.0557 acc: 98.3154 loss_bbox: 0.0737 loss_mask: 0.2082 2022/11/01 14:09:15 - mmengine - INFO - Epoch(train) [77][55/125] lr: 2.0000e-02 eta: 1:13:52 time: 0.4411 data_time: 0.1088 memory: 10394 loss: 0.3763 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0044 loss_cls: 0.0654 acc: 97.7295 loss_bbox: 0.0903 loss_mask: 0.2117 2022/11/01 14:09:17 - mmengine - INFO - Epoch(train) [77][60/125] lr: 2.0000e-02 eta: 1:13:48 time: 0.4014 data_time: 0.0816 memory: 8774 loss: 0.3527 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0039 loss_cls: 0.0632 acc: 96.6309 loss_bbox: 0.0783 loss_mask: 0.2041 2022/11/01 14:09:19 - mmengine - INFO - Epoch(train) [77][65/125] lr: 2.0000e-02 eta: 1:13:48 time: 0.4136 data_time: 0.1108 memory: 9347 loss: 0.3700 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0029 loss_cls: 0.0580 acc: 95.2393 loss_bbox: 0.0654 loss_mask: 0.2397 2022/11/01 14:09:21 - mmengine - INFO - Epoch(train) [77][70/125] lr: 2.0000e-02 eta: 1:13:43 time: 0.4233 data_time: 0.1134 memory: 9412 loss: 0.4531 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0044 loss_cls: 0.0798 acc: 97.5586 loss_bbox: 0.1003 loss_mask: 0.2638 2022/11/01 14:09:24 - mmengine - INFO - Epoch(train) [77][75/125] lr: 2.0000e-02 eta: 1:13:43 time: 0.4595 data_time: 0.1060 memory: 9222 loss: 0.4261 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0054 loss_cls: 0.0830 acc: 96.6309 loss_bbox: 0.1046 loss_mask: 0.2281 2022/11/01 14:09:26 - mmengine - INFO - Epoch(train) [77][80/125] lr: 2.0000e-02 eta: 1:13:40 time: 0.4984 data_time: 0.1492 memory: 9141 loss: 0.3651 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0042 loss_cls: 0.0616 acc: 97.4609 loss_bbox: 0.0810 loss_mask: 0.2146 2022/11/01 14:09:28 - mmengine - INFO - Epoch(train) [77][85/125] lr: 2.0000e-02 eta: 1:13:40 time: 0.4509 data_time: 0.1301 memory: 9464 loss: 0.4077 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0047 loss_cls: 0.0795 acc: 95.2881 loss_bbox: 0.0999 loss_mask: 0.2183 2022/11/01 14:09:30 - mmengine - INFO - Epoch(train) [77][90/125] lr: 2.0000e-02 eta: 1:13:36 time: 0.4081 data_time: 0.0933 memory: 9141 loss: 0.4106 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0053 loss_cls: 0.0863 acc: 98.7061 loss_bbox: 0.0997 loss_mask: 0.2128 2022/11/01 14:09:32 - mmengine - INFO - Epoch(train) [77][95/125] lr: 2.0000e-02 eta: 1:13:36 time: 0.4126 data_time: 0.1103 memory: 8875 loss: 0.3340 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0034 loss_cls: 0.0588 acc: 98.1201 loss_bbox: 0.0706 loss_mask: 0.1971 2022/11/01 14:09:35 - mmengine - INFO - Epoch(train) [77][100/125] lr: 2.0000e-02 eta: 1:13:32 time: 0.4607 data_time: 0.1100 memory: 10127 loss: 0.3637 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0626 acc: 97.9736 loss_bbox: 0.0874 loss_mask: 0.2069 2022/11/01 14:09:37 - mmengine - INFO - Epoch(train) [77][105/125] lr: 2.0000e-02 eta: 1:13:32 time: 0.4340 data_time: 0.0850 memory: 9010 loss: 0.3779 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0034 loss_cls: 0.0621 acc: 97.0947 loss_bbox: 0.0861 loss_mask: 0.2235 2022/11/01 14:09:39 - mmengine - INFO - Epoch(train) [77][110/125] lr: 2.0000e-02 eta: 1:13:28 time: 0.4059 data_time: 0.1153 memory: 9465 loss: 0.3736 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0030 loss_cls: 0.0642 acc: 95.8496 loss_bbox: 0.0833 loss_mask: 0.2191 2022/11/01 14:09:41 - mmengine - INFO - Epoch(train) [77][115/125] lr: 2.0000e-02 eta: 1:13:28 time: 0.4331 data_time: 0.1454 memory: 9295 loss: 0.4225 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0044 loss_cls: 0.0828 acc: 95.3125 loss_bbox: 0.1053 loss_mask: 0.2236 2022/11/01 14:09:43 - mmengine - INFO - Epoch(train) [77][120/125] lr: 2.0000e-02 eta: 1:13:23 time: 0.4310 data_time: 0.1203 memory: 9167 loss: 0.4420 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0046 loss_cls: 0.0880 acc: 96.7041 loss_bbox: 0.1119 loss_mask: 0.2316 2022/11/01 14:09:45 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:09:45 - mmengine - INFO - Epoch(train) [77][125/125] lr: 2.0000e-02 eta: 1:13:23 time: 0.3919 data_time: 0.0615 memory: 9039 loss: 0.4247 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0042 loss_cls: 0.0823 acc: 97.7051 loss_bbox: 0.0986 loss_mask: 0.2332 2022/11/01 14:09:48 - mmengine - INFO - Epoch(train) [78][5/125] lr: 2.0000e-02 eta: 1:13:23 time: 0.4484 data_time: 0.1324 memory: 9340 loss: 0.4024 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0043 loss_cls: 0.0718 acc: 97.0703 loss_bbox: 0.0810 loss_mask: 0.2382 2022/11/01 14:09:50 - mmengine - INFO - Epoch(train) [78][10/125] lr: 2.0000e-02 eta: 1:13:15 time: 0.4988 data_time: 0.1844 memory: 10371 loss: 0.4162 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0046 loss_cls: 0.0747 acc: 94.4336 loss_bbox: 0.0995 loss_mask: 0.2310 2022/11/01 14:09:52 - mmengine - INFO - Epoch(train) [78][15/125] lr: 2.0000e-02 eta: 1:13:15 time: 0.4352 data_time: 0.1207 memory: 9461 loss: 0.4176 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0049 loss_cls: 0.0805 acc: 98.6572 loss_bbox: 0.1124 loss_mask: 0.2133 2022/11/01 14:09:54 - mmengine - INFO - Epoch(train) [78][20/125] lr: 2.0000e-02 eta: 1:13:10 time: 0.3964 data_time: 0.1044 memory: 9033 loss: 0.3803 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0040 loss_cls: 0.0728 acc: 96.3623 loss_bbox: 0.0884 loss_mask: 0.2099 2022/11/01 14:09:56 - mmengine - INFO - Epoch(train) [78][25/125] lr: 2.0000e-02 eta: 1:13:10 time: 0.3983 data_time: 0.1144 memory: 9082 loss: 0.3663 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0041 loss_cls: 0.0666 acc: 97.8271 loss_bbox: 0.0773 loss_mask: 0.2136 2022/11/01 14:09:58 - mmengine - INFO - Epoch(train) [78][30/125] lr: 2.0000e-02 eta: 1:13:06 time: 0.4008 data_time: 0.1089 memory: 8960 loss: 0.3837 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0043 loss_cls: 0.0651 acc: 97.7295 loss_bbox: 0.0804 loss_mask: 0.2282 2022/11/01 14:10:00 - mmengine - INFO - Epoch(train) [78][35/125] lr: 2.0000e-02 eta: 1:13:06 time: 0.4048 data_time: 0.0981 memory: 9471 loss: 0.3883 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0040 loss_cls: 0.0701 acc: 98.9990 loss_bbox: 0.0857 loss_mask: 0.2228 2022/11/01 14:10:02 - mmengine - INFO - Epoch(train) [78][40/125] lr: 2.0000e-02 eta: 1:13:02 time: 0.4153 data_time: 0.1039 memory: 9451 loss: 0.4041 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0044 loss_cls: 0.0776 acc: 97.4121 loss_bbox: 0.0915 loss_mask: 0.2245 2022/11/01 14:10:04 - mmengine - INFO - Epoch(train) [78][45/125] lr: 2.0000e-02 eta: 1:13:02 time: 0.4471 data_time: 0.1280 memory: 9406 loss: 0.4245 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0069 loss_cls: 0.0771 acc: 98.6084 loss_bbox: 0.0986 loss_mask: 0.2341 2022/11/01 14:10:07 - mmengine - INFO - Epoch(train) [78][50/125] lr: 2.0000e-02 eta: 1:12:58 time: 0.4725 data_time: 0.1383 memory: 9186 loss: 0.3846 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0064 loss_cls: 0.0695 acc: 98.3643 loss_bbox: 0.0911 loss_mask: 0.2114 2022/11/01 14:10:09 - mmengine - INFO - Epoch(train) [78][55/125] lr: 2.0000e-02 eta: 1:12:58 time: 0.4316 data_time: 0.1139 memory: 9465 loss: 0.3768 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0045 loss_cls: 0.0776 acc: 95.5811 loss_bbox: 0.0931 loss_mask: 0.1974 2022/11/01 14:10:11 - mmengine - INFO - Epoch(train) [78][60/125] lr: 2.0000e-02 eta: 1:12:54 time: 0.4124 data_time: 0.1003 memory: 8971 loss: 0.3808 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0043 loss_cls: 0.0804 acc: 99.2676 loss_bbox: 0.0948 loss_mask: 0.1972 2022/11/01 14:10:14 - mmengine - INFO - Epoch(train) [78][65/125] lr: 2.0000e-02 eta: 1:12:54 time: 0.4770 data_time: 0.1506 memory: 9324 loss: 0.3461 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0616 acc: 98.1934 loss_bbox: 0.0777 loss_mask: 0.1993 2022/11/01 14:10:15 - mmengine - INFO - Epoch(train) [78][70/125] lr: 2.0000e-02 eta: 1:12:50 time: 0.4463 data_time: 0.1390 memory: 9232 loss: 0.3651 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0043 loss_cls: 0.0622 acc: 97.9736 loss_bbox: 0.0789 loss_mask: 0.2137 2022/11/01 14:10:17 - mmengine - INFO - Epoch(train) [78][75/125] lr: 2.0000e-02 eta: 1:12:50 time: 0.3657 data_time: 0.0775 memory: 8908 loss: 0.3700 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0039 loss_cls: 0.0628 acc: 97.4365 loss_bbox: 0.0725 loss_mask: 0.2235 2022/11/01 14:10:19 - mmengine - INFO - Epoch(train) [78][80/125] lr: 2.0000e-02 eta: 1:12:45 time: 0.3623 data_time: 0.0749 memory: 9203 loss: 0.3780 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0038 loss_cls: 0.0617 acc: 98.9014 loss_bbox: 0.0757 loss_mask: 0.2306 2022/11/01 14:10:21 - mmengine - INFO - Epoch(train) [78][85/125] lr: 2.0000e-02 eta: 1:12:45 time: 0.3753 data_time: 0.0915 memory: 9389 loss: 0.3762 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0045 loss_cls: 0.0610 acc: 97.8271 loss_bbox: 0.0841 loss_mask: 0.2215 2022/11/01 14:10:23 - mmengine - INFO - Epoch(train) [78][90/125] lr: 2.0000e-02 eta: 1:12:40 time: 0.3862 data_time: 0.1020 memory: 8937 loss: 0.3633 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0042 loss_cls: 0.0614 acc: 97.7783 loss_bbox: 0.0816 loss_mask: 0.2104 2022/11/01 14:10:25 - mmengine - INFO - Epoch(train) [78][95/125] lr: 2.0000e-02 eta: 1:12:40 time: 0.3808 data_time: 0.0955 memory: 9549 loss: 0.3608 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0034 loss_cls: 0.0649 acc: 98.7793 loss_bbox: 0.0753 loss_mask: 0.2119 2022/11/01 14:10:27 - mmengine - INFO - Epoch(train) [78][100/125] lr: 2.0000e-02 eta: 1:12:35 time: 0.4067 data_time: 0.1004 memory: 10500 loss: 0.4045 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0039 loss_cls: 0.0798 acc: 95.1416 loss_bbox: 0.0931 loss_mask: 0.2229 2022/11/01 14:10:29 - mmengine - INFO - Epoch(train) [78][105/125] lr: 2.0000e-02 eta: 1:12:35 time: 0.4108 data_time: 0.1044 memory: 8967 loss: 0.3868 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0038 loss_cls: 0.0718 acc: 98.4131 loss_bbox: 0.0894 loss_mask: 0.2174 2022/11/01 14:10:31 - mmengine - INFO - Epoch(train) [78][110/125] lr: 2.0000e-02 eta: 1:12:30 time: 0.3712 data_time: 0.0833 memory: 9118 loss: 0.3216 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0031 loss_cls: 0.0514 acc: 98.9258 loss_bbox: 0.0655 loss_mask: 0.1976 2022/11/01 14:10:33 - mmengine - INFO - Epoch(train) [78][115/125] lr: 2.0000e-02 eta: 1:12:30 time: 0.3637 data_time: 0.0682 memory: 8927 loss: 0.3255 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0032 loss_cls: 0.0533 acc: 98.5107 loss_bbox: 0.0653 loss_mask: 0.1992 2022/11/01 14:10:35 - mmengine - INFO - Epoch(train) [78][120/125] lr: 2.0000e-02 eta: 1:12:26 time: 0.3859 data_time: 0.0834 memory: 8891 loss: 0.3388 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0028 loss_cls: 0.0523 acc: 99.2676 loss_bbox: 0.0647 loss_mask: 0.2156 2022/11/01 14:10:36 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:10:36 - mmengine - INFO - Epoch(train) [78][125/125] lr: 2.0000e-02 eta: 1:12:26 time: 0.3563 data_time: 0.0621 memory: 8974 loss: 0.3560 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0031 loss_cls: 0.0561 acc: 98.9746 loss_bbox: 0.0688 loss_mask: 0.2242 2022/11/01 14:10:39 - mmengine - INFO - Epoch(train) [79][5/125] lr: 2.0000e-02 eta: 1:12:26 time: 0.4048 data_time: 0.1169 memory: 9535 loss: 0.3932 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0044 loss_cls: 0.0719 acc: 93.4570 loss_bbox: 0.0948 loss_mask: 0.2169 2022/11/01 14:10:40 - mmengine - INFO - Epoch(train) [79][10/125] lr: 2.0000e-02 eta: 1:12:16 time: 0.4352 data_time: 0.1309 memory: 9039 loss: 0.3982 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0049 loss_cls: 0.0746 acc: 97.4121 loss_bbox: 0.0996 loss_mask: 0.2146 2022/11/01 14:10:43 - mmengine - INFO - Epoch(train) [79][15/125] lr: 2.0000e-02 eta: 1:12:16 time: 0.4357 data_time: 0.1099 memory: 9131 loss: 0.3852 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0043 loss_cls: 0.0673 acc: 96.0938 loss_bbox: 0.0848 loss_mask: 0.2234 2022/11/01 14:10:45 - mmengine - INFO - Epoch(train) [79][20/125] lr: 2.0000e-02 eta: 1:12:12 time: 0.4267 data_time: 0.1098 memory: 9200 loss: 0.4165 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0045 loss_cls: 0.0803 acc: 95.8984 loss_bbox: 0.0955 loss_mask: 0.2294 2022/11/01 14:10:47 - mmengine - INFO - Epoch(train) [79][25/125] lr: 2.0000e-02 eta: 1:12:12 time: 0.3765 data_time: 0.0894 memory: 8875 loss: 0.3846 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0042 loss_cls: 0.0720 acc: 97.7539 loss_bbox: 0.0868 loss_mask: 0.2157 2022/11/01 14:10:49 - mmengine - INFO - Epoch(train) [79][30/125] lr: 2.0000e-02 eta: 1:12:07 time: 0.3886 data_time: 0.1011 memory: 9478 loss: 0.3923 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0044 loss_cls: 0.0718 acc: 96.0693 loss_bbox: 0.0953 loss_mask: 0.2154 2022/11/01 14:10:51 - mmengine - INFO - Epoch(train) [79][35/125] lr: 2.0000e-02 eta: 1:12:07 time: 0.3771 data_time: 0.0859 memory: 8829 loss: 0.4021 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0052 loss_cls: 0.0765 acc: 97.2656 loss_bbox: 0.0949 loss_mask: 0.2180 2022/11/01 14:10:52 - mmengine - INFO - Epoch(train) [79][40/125] lr: 2.0000e-02 eta: 1:12:02 time: 0.3666 data_time: 0.0826 memory: 8882 loss: 0.3552 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0042 loss_cls: 0.0617 acc: 98.1934 loss_bbox: 0.0679 loss_mask: 0.2142 2022/11/01 14:10:54 - mmengine - INFO - Epoch(train) [79][45/125] lr: 2.0000e-02 eta: 1:12:02 time: 0.3876 data_time: 0.1007 memory: 9095 loss: 0.3694 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0034 loss_cls: 0.0666 acc: 96.9238 loss_bbox: 0.0799 loss_mask: 0.2150 2022/11/01 14:10:56 - mmengine - INFO - Epoch(train) [79][50/125] lr: 2.0000e-02 eta: 1:11:58 time: 0.4073 data_time: 0.1130 memory: 9259 loss: 0.4243 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0044 loss_cls: 0.0851 acc: 96.1670 loss_bbox: 0.1078 loss_mask: 0.2211 2022/11/01 14:10:58 - mmengine - INFO - Epoch(train) [79][55/125] lr: 2.0000e-02 eta: 1:11:58 time: 0.3886 data_time: 0.1008 memory: 9137 loss: 0.4125 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0042 loss_cls: 0.0806 acc: 98.9746 loss_bbox: 0.0958 loss_mask: 0.2266 2022/11/01 14:11:00 - mmengine - INFO - Epoch(train) [79][60/125] lr: 2.0000e-02 eta: 1:11:53 time: 0.3703 data_time: 0.0864 memory: 9177 loss: 0.3643 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0035 loss_cls: 0.0666 acc: 97.1680 loss_bbox: 0.0747 loss_mask: 0.2157 2022/11/01 14:11:02 - mmengine - INFO - Epoch(train) [79][65/125] lr: 2.0000e-02 eta: 1:11:53 time: 0.3788 data_time: 0.0895 memory: 8934 loss: 0.3516 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0037 loss_cls: 0.0669 acc: 97.3145 loss_bbox: 0.0794 loss_mask: 0.1980 2022/11/01 14:11:04 - mmengine - INFO - Epoch(train) [79][70/125] lr: 2.0000e-02 eta: 1:11:48 time: 0.3882 data_time: 0.1014 memory: 9079 loss: 0.3682 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0036 loss_cls: 0.0676 acc: 97.9004 loss_bbox: 0.0766 loss_mask: 0.2167 2022/11/01 14:11:06 - mmengine - INFO - Epoch(train) [79][75/125] lr: 2.0000e-02 eta: 1:11:48 time: 0.3867 data_time: 0.0990 memory: 9282 loss: 0.4198 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0037 loss_cls: 0.0751 acc: 97.6562 loss_bbox: 0.0893 loss_mask: 0.2474 2022/11/01 14:11:08 - mmengine - INFO - Epoch(train) [79][80/125] lr: 2.0000e-02 eta: 1:11:43 time: 0.3835 data_time: 0.0918 memory: 9095 loss: 0.4143 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0047 loss_cls: 0.0780 acc: 98.2178 loss_bbox: 0.1017 loss_mask: 0.2224 2022/11/01 14:11:10 - mmengine - INFO - Epoch(train) [79][85/125] lr: 2.0000e-02 eta: 1:11:43 time: 0.3744 data_time: 0.0894 memory: 9432 loss: 0.3958 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0051 loss_cls: 0.0754 acc: 97.5830 loss_bbox: 0.0993 loss_mask: 0.2082 2022/11/01 14:11:12 - mmengine - INFO - Epoch(train) [79][90/125] lr: 2.0000e-02 eta: 1:11:39 time: 0.3742 data_time: 0.0923 memory: 8827 loss: 0.3604 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0034 loss_cls: 0.0593 acc: 97.9492 loss_bbox: 0.0773 loss_mask: 0.2164 2022/11/01 14:11:14 - mmengine - INFO - Epoch(train) [79][95/125] lr: 2.0000e-02 eta: 1:11:39 time: 0.4220 data_time: 0.1251 memory: 9532 loss: 0.3603 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0038 loss_cls: 0.0594 acc: 96.9238 loss_bbox: 0.0820 loss_mask: 0.2112 2022/11/01 14:11:16 - mmengine - INFO - Epoch(train) [79][100/125] lr: 2.0000e-02 eta: 1:11:35 time: 0.4587 data_time: 0.1489 memory: 9255 loss: 0.3885 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0060 loss_cls: 0.0688 acc: 97.9492 loss_bbox: 0.0945 loss_mask: 0.2118 2022/11/01 14:11:19 - mmengine - INFO - Epoch(train) [79][105/125] lr: 2.0000e-02 eta: 1:11:35 time: 0.4727 data_time: 0.1565 memory: 9445 loss: 0.4254 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0057 loss_cls: 0.0773 acc: 96.1182 loss_bbox: 0.0998 loss_mask: 0.2345 2022/11/01 14:11:21 - mmengine - INFO - Epoch(train) [79][110/125] lr: 2.0000e-02 eta: 1:11:31 time: 0.4544 data_time: 0.1371 memory: 8869 loss: 0.4293 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0051 loss_cls: 0.0823 acc: 96.2891 loss_bbox: 0.0982 loss_mask: 0.2375 2022/11/01 14:11:23 - mmengine - INFO - Epoch(train) [79][115/125] lr: 2.0000e-02 eta: 1:11:31 time: 0.4299 data_time: 0.1194 memory: 9252 loss: 0.3997 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0050 loss_cls: 0.0783 acc: 97.2412 loss_bbox: 0.0894 loss_mask: 0.2201 2022/11/01 14:11:25 - mmengine - INFO - Epoch(train) [79][120/125] lr: 2.0000e-02 eta: 1:11:27 time: 0.4234 data_time: 0.1261 memory: 9353 loss: 0.3964 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0044 loss_cls: 0.0765 acc: 98.9746 loss_bbox: 0.0965 loss_mask: 0.2116 2022/11/01 14:11:27 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:11:27 - mmengine - INFO - Epoch(train) [79][125/125] lr: 2.0000e-02 eta: 1:11:27 time: 0.3659 data_time: 0.0763 memory: 9562 loss: 0.3850 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0047 loss_cls: 0.0738 acc: 98.4375 loss_bbox: 0.0913 loss_mask: 0.2092 2022/11/01 14:11:29 - mmengine - INFO - Epoch(train) [80][5/125] lr: 2.0000e-02 eta: 1:11:27 time: 0.4229 data_time: 0.1221 memory: 9513 loss: 0.4067 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0058 loss_cls: 0.0877 acc: 95.8740 loss_bbox: 0.0989 loss_mask: 0.2087 2022/11/01 14:11:31 - mmengine - INFO - Epoch(train) [80][10/125] lr: 2.0000e-02 eta: 1:11:18 time: 0.4544 data_time: 0.1568 memory: 8885 loss: 0.3841 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0046 loss_cls: 0.0810 acc: 96.8018 loss_bbox: 0.0906 loss_mask: 0.2034 2022/11/01 14:11:33 - mmengine - INFO - Epoch(train) [80][15/125] lr: 2.0000e-02 eta: 1:11:18 time: 0.4016 data_time: 0.1022 memory: 8869 loss: 0.3471 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0036 loss_cls: 0.0594 acc: 97.7783 loss_bbox: 0.0747 loss_mask: 0.2066 2022/11/01 14:11:35 - mmengine - INFO - Epoch(train) [80][20/125] lr: 2.0000e-02 eta: 1:11:13 time: 0.3855 data_time: 0.0832 memory: 9128 loss: 0.3672 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0042 loss_cls: 0.0645 acc: 98.5840 loss_bbox: 0.0803 loss_mask: 0.2128 2022/11/01 14:11:37 - mmengine - INFO - Epoch(train) [80][25/125] lr: 2.0000e-02 eta: 1:11:13 time: 0.3922 data_time: 0.1018 memory: 8927 loss: 0.3619 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0039 loss_cls: 0.0643 acc: 99.3408 loss_bbox: 0.0721 loss_mask: 0.2139 2022/11/01 14:11:39 - mmengine - INFO - Epoch(train) [80][30/125] lr: 2.0000e-02 eta: 1:11:09 time: 0.4255 data_time: 0.1290 memory: 9144 loss: 0.3735 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0043 loss_cls: 0.0670 acc: 96.6064 loss_bbox: 0.0811 loss_mask: 0.2148 2022/11/01 14:11:41 - mmengine - INFO - Epoch(train) [80][35/125] lr: 2.0000e-02 eta: 1:11:09 time: 0.4218 data_time: 0.1101 memory: 8987 loss: 0.3875 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0046 loss_cls: 0.0678 acc: 96.6797 loss_bbox: 0.0867 loss_mask: 0.2206 2022/11/01 14:11:43 - mmengine - INFO - Epoch(train) [80][40/125] lr: 2.0000e-02 eta: 1:11:04 time: 0.3916 data_time: 0.0795 memory: 9232 loss: 0.3839 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0044 loss_cls: 0.0625 acc: 96.8750 loss_bbox: 0.0808 loss_mask: 0.2284 2022/11/01 14:11:45 - mmengine - INFO - Epoch(train) [80][45/125] lr: 2.0000e-02 eta: 1:11:04 time: 0.3864 data_time: 0.0872 memory: 8984 loss: 0.3494 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0037 loss_cls: 0.0572 acc: 98.6816 loss_bbox: 0.0783 loss_mask: 0.2061 2022/11/01 14:11:47 - mmengine - INFO - Epoch(train) [80][50/125] lr: 2.0000e-02 eta: 1:11:00 time: 0.4128 data_time: 0.1113 memory: 9327 loss: 0.3291 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0032 loss_cls: 0.0548 acc: 97.5586 loss_bbox: 0.0700 loss_mask: 0.1968 2022/11/01 14:11:49 - mmengine - INFO - Epoch(train) [80][55/125] lr: 2.0000e-02 eta: 1:11:00 time: 0.4312 data_time: 0.1153 memory: 9186 loss: 0.3991 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0053 loss_cls: 0.0732 acc: 96.4600 loss_bbox: 0.0898 loss_mask: 0.2236 2022/11/01 14:11:52 - mmengine - INFO - Epoch(train) [80][60/125] lr: 2.0000e-02 eta: 1:10:56 time: 0.4607 data_time: 0.1267 memory: 9160 loss: 0.4300 loss_rpn_cls: 0.0083 loss_rpn_bbox: 0.0064 loss_cls: 0.0868 acc: 95.2393 loss_bbox: 0.1039 loss_mask: 0.2246 2022/11/01 14:11:55 - mmengine - INFO - Epoch(train) [80][65/125] lr: 2.0000e-02 eta: 1:10:56 time: 0.5265 data_time: 0.1777 memory: 9517 loss: 0.4259 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0057 loss_cls: 0.0861 acc: 95.8984 loss_bbox: 0.1105 loss_mask: 0.2173 2022/11/01 14:11:57 - mmengine - INFO - Epoch(train) [80][70/125] lr: 2.0000e-02 eta: 1:10:53 time: 0.5099 data_time: 0.1701 memory: 9376 loss: 0.4023 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0048 loss_cls: 0.0752 acc: 97.8271 loss_bbox: 0.1012 loss_mask: 0.2162 2022/11/01 14:11:59 - mmengine - INFO - Epoch(train) [80][75/125] lr: 2.0000e-02 eta: 1:10:53 time: 0.4553 data_time: 0.1048 memory: 8944 loss: 0.4008 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0043 loss_cls: 0.0777 acc: 97.1924 loss_bbox: 0.0909 loss_mask: 0.2219 2022/11/01 14:12:01 - mmengine - INFO - Epoch(train) [80][80/125] lr: 2.0000e-02 eta: 1:10:49 time: 0.4283 data_time: 0.0876 memory: 8914 loss: 0.3913 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0041 loss_cls: 0.0763 acc: 97.5830 loss_bbox: 0.0870 loss_mask: 0.2178 2022/11/01 14:12:04 - mmengine - INFO - Epoch(train) [80][85/125] lr: 2.0000e-02 eta: 1:10:49 time: 0.4255 data_time: 0.1141 memory: 9667 loss: 0.4024 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0046 loss_cls: 0.0788 acc: 92.0898 loss_bbox: 0.0996 loss_mask: 0.2140 2022/11/01 14:12:06 - mmengine - INFO - Epoch(train) [80][90/125] lr: 2.0000e-02 eta: 1:10:45 time: 0.4474 data_time: 0.1390 memory: 9442 loss: 0.4165 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0053 loss_cls: 0.0794 acc: 97.4854 loss_bbox: 0.1068 loss_mask: 0.2189 2022/11/01 14:12:08 - mmengine - INFO - Epoch(train) [80][95/125] lr: 2.0000e-02 eta: 1:10:45 time: 0.4058 data_time: 0.1071 memory: 9226 loss: 0.3806 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0043 loss_cls: 0.0656 acc: 99.2432 loss_bbox: 0.0898 loss_mask: 0.2158 2022/11/01 14:12:09 - mmengine - INFO - Epoch(train) [80][100/125] lr: 2.0000e-02 eta: 1:10:40 time: 0.3686 data_time: 0.0743 memory: 9558 loss: 0.3667 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0037 loss_cls: 0.0633 acc: 98.9014 loss_bbox: 0.0888 loss_mask: 0.2076 2022/11/01 14:12:12 - mmengine - INFO - Epoch(train) [80][105/125] lr: 2.0000e-02 eta: 1:10:40 time: 0.3924 data_time: 0.0852 memory: 9013 loss: 0.3620 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0039 loss_cls: 0.0639 acc: 97.5830 loss_bbox: 0.0855 loss_mask: 0.2056 2022/11/01 14:12:14 - mmengine - INFO - Epoch(train) [80][110/125] lr: 2.0000e-02 eta: 1:10:36 time: 0.4394 data_time: 0.1237 memory: 9167 loss: 0.3897 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0038 loss_cls: 0.0706 acc: 98.9502 loss_bbox: 0.0845 loss_mask: 0.2255 2022/11/01 14:12:16 - mmengine - INFO - Epoch(train) [80][115/125] lr: 2.0000e-02 eta: 1:10:36 time: 0.4335 data_time: 0.1158 memory: 10329 loss: 0.4377 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0055 loss_cls: 0.0844 acc: 96.3135 loss_bbox: 0.1053 loss_mask: 0.2337 2022/11/01 14:12:18 - mmengine - INFO - Epoch(train) [80][120/125] lr: 2.0000e-02 eta: 1:10:31 time: 0.3861 data_time: 0.0726 memory: 9144 loss: 0.4166 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0056 loss_cls: 0.0801 acc: 97.7295 loss_bbox: 0.1032 loss_mask: 0.2207 2022/11/01 14:12:19 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:12:19 - mmengine - INFO - Epoch(train) [80][125/125] lr: 2.0000e-02 eta: 1:10:31 time: 0.3470 data_time: 0.0485 memory: 9321 loss: 0.3815 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0037 loss_cls: 0.0638 acc: 97.5098 loss_bbox: 0.0892 loss_mask: 0.2215 2022/11/01 14:12:19 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/11/01 14:12:25 - mmengine - INFO - Epoch(val) [80][5/500] eta: 1:10:31 time: 0.0797 data_time: 0.0047 memory: 1373 2022/11/01 14:12:26 - mmengine - INFO - Epoch(val) [80][10/500] eta: 0:00:39 time: 0.0801 data_time: 0.0039 memory: 1373 2022/11/01 14:12:26 - mmengine - INFO - Epoch(val) [80][15/500] eta: 0:00:39 time: 0.0688 data_time: 0.0022 memory: 1373 2022/11/01 14:12:26 - mmengine - INFO - Epoch(val) [80][20/500] eta: 0:00:36 time: 0.0766 data_time: 0.0034 memory: 1373 2022/11/01 14:12:27 - mmengine - INFO - Epoch(val) [80][25/500] eta: 0:00:36 time: 0.0735 data_time: 0.0033 memory: 1373 2022/11/01 14:12:27 - mmengine - INFO - Epoch(val) [80][30/500] eta: 0:00:37 time: 0.0789 data_time: 0.0027 memory: 1373 2022/11/01 14:12:28 - mmengine - INFO - Epoch(val) [80][35/500] eta: 0:00:37 time: 0.0840 data_time: 0.0028 memory: 1373 2022/11/01 14:12:28 - mmengine - INFO - Epoch(val) [80][40/500] eta: 0:00:39 time: 0.0869 data_time: 0.0022 memory: 1401 2022/11/01 14:12:29 - mmengine - INFO - Epoch(val) [80][45/500] eta: 0:00:39 time: 0.0998 data_time: 0.0025 memory: 1373 2022/11/01 14:12:29 - mmengine - INFO - Epoch(val) [80][50/500] eta: 0:00:40 time: 0.0905 data_time: 0.0030 memory: 1373 2022/11/01 14:12:29 - mmengine - INFO - Epoch(val) [80][55/500] eta: 0:00:40 time: 0.0843 data_time: 0.0032 memory: 1447 2022/11/01 14:12:30 - mmengine - INFO - Epoch(val) [80][60/500] eta: 0:00:36 time: 0.0828 data_time: 0.0033 memory: 1373 2022/11/01 14:12:30 - mmengine - INFO - Epoch(val) [80][65/500] eta: 0:00:36 time: 0.0868 data_time: 0.0031 memory: 1373 2022/11/01 14:12:31 - mmengine - INFO - Epoch(val) [80][70/500] eta: 0:00:39 time: 0.0927 data_time: 0.0041 memory: 1373 2022/11/01 14:12:31 - mmengine - INFO - Epoch(val) [80][75/500] eta: 0:00:39 time: 0.0830 data_time: 0.0039 memory: 1373 2022/11/01 14:12:32 - mmengine - INFO - Epoch(val) [80][80/500] eta: 0:00:30 time: 0.0724 data_time: 0.0026 memory: 1373 2022/11/01 14:12:32 - mmengine - INFO - Epoch(val) [80][85/500] eta: 0:00:30 time: 0.0648 data_time: 0.0023 memory: 1373 2022/11/01 14:12:32 - mmengine - INFO - Epoch(val) [80][90/500] eta: 0:00:33 time: 0.0827 data_time: 0.0040 memory: 1389 2022/11/01 14:12:33 - mmengine - INFO - Epoch(val) [80][95/500] eta: 0:00:33 time: 0.0906 data_time: 0.0040 memory: 1373 2022/11/01 14:12:33 - mmengine - INFO - Epoch(val) [80][100/500] eta: 0:00:29 time: 0.0741 data_time: 0.0021 memory: 1373 2022/11/01 14:12:33 - mmengine - INFO - Epoch(val) [80][105/500] eta: 0:00:29 time: 0.0732 data_time: 0.0021 memory: 1373 2022/11/01 14:12:34 - mmengine - INFO - Epoch(val) [80][110/500] eta: 0:00:28 time: 0.0742 data_time: 0.0021 memory: 1373 2022/11/01 14:12:34 - mmengine - INFO - Epoch(val) [80][115/500] eta: 0:00:28 time: 0.0786 data_time: 0.0022 memory: 1435 2022/11/01 14:12:35 - mmengine - INFO - Epoch(val) [80][120/500] eta: 0:00:29 time: 0.0782 data_time: 0.0023 memory: 1373 2022/11/01 14:12:35 - mmengine - INFO - Epoch(val) [80][125/500] eta: 0:00:29 time: 0.0692 data_time: 0.0022 memory: 1373 2022/11/01 14:12:35 - mmengine - INFO - Epoch(val) [80][130/500] eta: 0:00:25 time: 0.0694 data_time: 0.0022 memory: 1373 2022/11/01 14:12:36 - mmengine - INFO - Epoch(val) [80][135/500] eta: 0:00:25 time: 0.0736 data_time: 0.0024 memory: 1373 2022/11/01 14:12:36 - mmengine - INFO - Epoch(val) [80][140/500] eta: 0:00:26 time: 0.0750 data_time: 0.0024 memory: 1373 2022/11/01 14:12:36 - mmengine - INFO - Epoch(val) [80][145/500] eta: 0:00:26 time: 0.0823 data_time: 0.0023 memory: 1459 2022/11/01 14:12:37 - mmengine - INFO - Epoch(val) [80][150/500] eta: 0:00:31 time: 0.0895 data_time: 0.0027 memory: 1373 2022/11/01 14:12:37 - mmengine - INFO - Epoch(val) [80][155/500] eta: 0:00:31 time: 0.0935 data_time: 0.0029 memory: 1412 2022/11/01 14:12:38 - mmengine - INFO - Epoch(val) [80][160/500] eta: 0:00:31 time: 0.0935 data_time: 0.0027 memory: 1373 2022/11/01 14:12:38 - mmengine - INFO - Epoch(val) [80][165/500] eta: 0:00:31 time: 0.0969 data_time: 0.0026 memory: 1373 2022/11/01 14:12:39 - mmengine - INFO - Epoch(val) [80][170/500] eta: 0:00:32 time: 0.0974 data_time: 0.0034 memory: 1373 2022/11/01 14:12:39 - mmengine - INFO - Epoch(val) [80][175/500] eta: 0:00:32 time: 0.0818 data_time: 0.0032 memory: 1373 2022/11/01 14:12:40 - mmengine - INFO - Epoch(val) [80][180/500] eta: 0:00:25 time: 0.0782 data_time: 0.0023 memory: 1412 2022/11/01 14:12:40 - mmengine - INFO - Epoch(val) [80][185/500] eta: 0:00:25 time: 0.0806 data_time: 0.0022 memory: 1373 2022/11/01 14:12:40 - mmengine - INFO - Epoch(val) [80][190/500] eta: 0:00:25 time: 0.0808 data_time: 0.0022 memory: 1373 2022/11/01 14:12:41 - mmengine - INFO - Epoch(val) [80][195/500] eta: 0:00:25 time: 0.0754 data_time: 0.0022 memory: 1373 2022/11/01 14:12:41 - mmengine - INFO - Epoch(val) [80][200/500] eta: 0:00:28 time: 0.0936 data_time: 0.0022 memory: 2040 2022/11/01 14:12:42 - mmengine - INFO - Epoch(val) [80][205/500] eta: 0:00:28 time: 0.0947 data_time: 0.0023 memory: 1373 2022/11/01 14:12:42 - mmengine - INFO - Epoch(val) [80][210/500] eta: 0:00:20 time: 0.0697 data_time: 0.0024 memory: 1373 2022/11/01 14:12:42 - mmengine - INFO - Epoch(val) [80][215/500] eta: 0:00:20 time: 0.0771 data_time: 0.0023 memory: 1373 2022/11/01 14:12:43 - mmengine - INFO - Epoch(val) [80][220/500] eta: 0:00:22 time: 0.0787 data_time: 0.0022 memory: 1373 2022/11/01 14:12:43 - mmengine - INFO - Epoch(val) [80][225/500] eta: 0:00:22 time: 0.0837 data_time: 0.0022 memory: 1482 2022/11/01 14:12:44 - mmengine - INFO - Epoch(val) [80][230/500] eta: 0:00:22 time: 0.0822 data_time: 0.0022 memory: 1373 2022/11/01 14:12:44 - mmengine - INFO - Epoch(val) [80][235/500] eta: 0:00:22 time: 0.0728 data_time: 0.0022 memory: 1373 2022/11/01 14:12:44 - mmengine - INFO - Epoch(val) [80][240/500] eta: 0:00:19 time: 0.0764 data_time: 0.0022 memory: 1373 2022/11/01 14:12:45 - mmengine - INFO - Epoch(val) [80][245/500] eta: 0:00:19 time: 0.0710 data_time: 0.0022 memory: 1373 2022/11/01 14:12:45 - mmengine - INFO - Epoch(val) [80][250/500] eta: 0:00:19 time: 0.0763 data_time: 0.0022 memory: 1373 2022/11/01 14:12:46 - mmengine - INFO - Epoch(val) [80][255/500] eta: 0:00:19 time: 0.0788 data_time: 0.0023 memory: 1373 2022/11/01 14:12:46 - mmengine - INFO - Epoch(val) [80][260/500] eta: 0:00:17 time: 0.0713 data_time: 0.0022 memory: 1373 2022/11/01 14:12:46 - mmengine - INFO - Epoch(val) [80][265/500] eta: 0:00:17 time: 0.0721 data_time: 0.0023 memory: 1373 2022/11/01 14:12:47 - mmengine - INFO - Epoch(val) [80][270/500] eta: 0:00:16 time: 0.0721 data_time: 0.0022 memory: 1373 2022/11/01 14:12:47 - mmengine - INFO - Epoch(val) [80][275/500] eta: 0:00:16 time: 0.0680 data_time: 0.0022 memory: 1373 2022/11/01 14:12:47 - mmengine - INFO - Epoch(val) [80][280/500] eta: 0:00:16 time: 0.0731 data_time: 0.0021 memory: 1377 2022/11/01 14:12:48 - mmengine - INFO - Epoch(val) [80][285/500] eta: 0:00:16 time: 0.0739 data_time: 0.0021 memory: 1373 2022/11/01 14:12:48 - mmengine - INFO - Epoch(val) [80][290/500] eta: 0:00:15 time: 0.0730 data_time: 0.0025 memory: 1373 2022/11/01 14:12:48 - mmengine - INFO - Epoch(val) [80][295/500] eta: 0:00:15 time: 0.0775 data_time: 0.0025 memory: 1373 2022/11/01 14:12:49 - mmengine - INFO - Epoch(val) [80][300/500] eta: 0:00:15 time: 0.0778 data_time: 0.0022 memory: 1373 2022/11/01 14:12:49 - mmengine - INFO - Epoch(val) [80][305/500] eta: 0:00:15 time: 0.0763 data_time: 0.0021 memory: 1373 2022/11/01 14:12:50 - mmengine - INFO - Epoch(val) [80][310/500] eta: 0:00:14 time: 0.0740 data_time: 0.0020 memory: 1373 2022/11/01 14:12:50 - mmengine - INFO - Epoch(val) [80][315/500] eta: 0:00:14 time: 0.0802 data_time: 0.0020 memory: 1447 2022/11/01 14:12:50 - mmengine - INFO - Epoch(val) [80][320/500] eta: 0:00:14 time: 0.0831 data_time: 0.0049 memory: 1373 2022/11/01 14:12:51 - mmengine - INFO - Epoch(val) [80][325/500] eta: 0:00:14 time: 0.1046 data_time: 0.0051 memory: 1575 2022/11/01 14:12:51 - mmengine - INFO - Epoch(val) [80][330/500] eta: 0:00:16 time: 0.0987 data_time: 0.0022 memory: 1373 2022/11/01 14:12:52 - mmengine - INFO - Epoch(val) [80][335/500] eta: 0:00:16 time: 0.0665 data_time: 0.0021 memory: 1373 2022/11/01 14:12:52 - mmengine - INFO - Epoch(val) [80][340/500] eta: 0:00:15 time: 0.0945 data_time: 0.0021 memory: 1808 2022/11/01 14:12:53 - mmengine - INFO - Epoch(val) [80][345/500] eta: 0:00:15 time: 0.0975 data_time: 0.0021 memory: 1373 2022/11/01 14:12:53 - mmengine - INFO - Epoch(val) [80][350/500] eta: 0:00:12 time: 0.0805 data_time: 0.0021 memory: 1389 2022/11/01 14:12:54 - mmengine - INFO - Epoch(val) [80][355/500] eta: 0:00:12 time: 0.0820 data_time: 0.0026 memory: 1373 2022/11/01 14:12:54 - mmengine - INFO - Epoch(val) [80][360/500] eta: 0:00:10 time: 0.0719 data_time: 0.0024 memory: 1373 2022/11/01 14:12:54 - mmengine - INFO - Epoch(val) [80][365/500] eta: 0:00:10 time: 0.0711 data_time: 0.0022 memory: 1373 2022/11/01 14:12:55 - mmengine - INFO - Epoch(val) [80][370/500] eta: 0:00:08 time: 0.0672 data_time: 0.0024 memory: 1373 2022/11/01 14:12:55 - mmengine - INFO - Epoch(val) [80][375/500] eta: 0:00:08 time: 0.0648 data_time: 0.0023 memory: 1373 2022/11/01 14:12:55 - mmengine - INFO - Epoch(val) [80][380/500] eta: 0:00:08 time: 0.0716 data_time: 0.0021 memory: 1373 2022/11/01 14:12:56 - mmengine - INFO - Epoch(val) [80][385/500] eta: 0:00:08 time: 0.0737 data_time: 0.0021 memory: 1373 2022/11/01 14:12:56 - mmengine - INFO - Epoch(val) [80][390/500] eta: 0:00:07 time: 0.0727 data_time: 0.0021 memory: 1373 2022/11/01 14:12:56 - mmengine - INFO - Epoch(val) [80][395/500] eta: 0:00:07 time: 0.0720 data_time: 0.0021 memory: 1373 2022/11/01 14:12:57 - mmengine - INFO - Epoch(val) [80][400/500] eta: 0:00:06 time: 0.0679 data_time: 0.0020 memory: 1373 2022/11/01 14:12:57 - mmengine - INFO - Epoch(val) [80][405/500] eta: 0:00:06 time: 0.0730 data_time: 0.0020 memory: 1373 2022/11/01 14:12:58 - mmengine - INFO - Epoch(val) [80][410/500] eta: 0:00:07 time: 0.0828 data_time: 0.0022 memory: 1373 2022/11/01 14:12:58 - mmengine - INFO - Epoch(val) [80][415/500] eta: 0:00:07 time: 0.0783 data_time: 0.0022 memory: 1373 2022/11/01 14:12:58 - mmengine - INFO - Epoch(val) [80][420/500] eta: 0:00:05 time: 0.0671 data_time: 0.0023 memory: 1373 2022/11/01 14:12:59 - mmengine - INFO - Epoch(val) [80][425/500] eta: 0:00:05 time: 0.0709 data_time: 0.0026 memory: 1373 2022/11/01 14:12:59 - mmengine - INFO - Epoch(val) [80][430/500] eta: 0:00:05 time: 0.0743 data_time: 0.0024 memory: 1373 2022/11/01 14:12:59 - mmengine - INFO - Epoch(val) [80][435/500] eta: 0:00:05 time: 0.0699 data_time: 0.0021 memory: 1373 2022/11/01 14:13:00 - mmengine - INFO - Epoch(val) [80][440/500] eta: 0:00:04 time: 0.0743 data_time: 0.0021 memory: 1373 2022/11/01 14:13:00 - mmengine - INFO - Epoch(val) [80][445/500] eta: 0:00:04 time: 0.0821 data_time: 0.0022 memory: 1373 2022/11/01 14:13:00 - mmengine - INFO - Epoch(val) [80][450/500] eta: 0:00:04 time: 0.0806 data_time: 0.0022 memory: 1373 2022/11/01 14:13:01 - mmengine - INFO - Epoch(val) [80][455/500] eta: 0:00:04 time: 0.0875 data_time: 0.0100 memory: 1373 2022/11/01 14:13:01 - mmengine - INFO - Epoch(val) [80][460/500] eta: 0:00:03 time: 0.0796 data_time: 0.0099 memory: 1373 2022/11/01 14:13:02 - mmengine - INFO - Epoch(val) [80][465/500] eta: 0:00:03 time: 0.0643 data_time: 0.0021 memory: 1373 2022/11/01 14:13:02 - mmengine - INFO - Epoch(val) [80][470/500] eta: 0:00:01 time: 0.0658 data_time: 0.0021 memory: 1373 2022/11/01 14:13:02 - mmengine - INFO - Epoch(val) [80][475/500] eta: 0:00:01 time: 0.0632 data_time: 0.0021 memory: 1373 2022/11/01 14:13:03 - mmengine - INFO - Epoch(val) [80][480/500] eta: 0:00:01 time: 0.0705 data_time: 0.0021 memory: 1373 2022/11/01 14:13:03 - mmengine - INFO - Epoch(val) [80][485/500] eta: 0:00:01 time: 0.0737 data_time: 0.0021 memory: 1373 2022/11/01 14:13:04 - mmengine - INFO - Epoch(val) [80][490/500] eta: 0:00:00 time: 0.0851 data_time: 0.0024 memory: 1389 2022/11/01 14:13:04 - mmengine - INFO - Epoch(val) [80][495/500] eta: 0:00:00 time: 0.0985 data_time: 0.0028 memory: 1373 2022/11/01 14:13:04 - mmengine - INFO - Epoch(val) [80][500/500] eta: 0:00:00 time: 0.0924 data_time: 0.0129 memory: 1373 2022/11/01 14:13:04 - mmengine - INFO - Evaluating hmean-iou... 2022/11/01 14:13:04 - mmengine - INFO - prediction score threshold: 0.30, recall: 0.8787, precision: 0.5664, hmean: 0.6888 2022/11/01 14:13:04 - mmengine - INFO - prediction score threshold: 0.40, recall: 0.8604, precision: 0.6529, hmean: 0.7424 2022/11/01 14:13:04 - mmengine - INFO - prediction score threshold: 0.50, recall: 0.8426, precision: 0.7172, hmean: 0.7749 2022/11/01 14:13:04 - mmengine - INFO - prediction score threshold: 0.60, recall: 0.8185, precision: 0.7734, hmean: 0.7953 2022/11/01 14:13:04 - mmengine - INFO - prediction score threshold: 0.70, recall: 0.7862, precision: 0.8260, hmean: 0.8056 2022/11/01 14:13:04 - mmengine - INFO - prediction score threshold: 0.80, recall: 0.7429, precision: 0.8807, hmean: 0.8060 2022/11/01 14:13:04 - mmengine - INFO - prediction score threshold: 0.90, recall: 0.6437, precision: 0.9317, hmean: 0.7614 2022/11/01 14:13:04 - mmengine - INFO - Epoch(val) [80][500/500] icdar/precision: 0.8807 icdar/recall: 0.7429 icdar/hmean: 0.8060 2022/11/01 14:13:07 - mmengine - INFO - Epoch(train) [81][5/125] lr: 2.0000e-03 eta: 0:00:00 time: 0.4109 data_time: 0.1138 memory: 9468 loss: 0.4062 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0039 loss_cls: 0.0720 acc: 97.8516 loss_bbox: 0.0976 loss_mask: 0.2272 2022/11/01 14:13:09 - mmengine - INFO - Epoch(train) [81][10/125] lr: 2.0000e-03 eta: 1:10:23 time: 0.4964 data_time: 0.2031 memory: 9529 loss: 0.4244 loss_rpn_cls: 0.0107 loss_rpn_bbox: 0.0055 loss_cls: 0.0876 acc: 94.0186 loss_bbox: 0.1039 loss_mask: 0.2167 2022/11/01 14:13:11 - mmengine - INFO - Epoch(train) [81][15/125] lr: 2.0000e-03 eta: 1:10:23 time: 0.4384 data_time: 0.1464 memory: 9216 loss: 0.4019 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0053 loss_cls: 0.0800 acc: 97.7295 loss_bbox: 0.1017 loss_mask: 0.2066 2022/11/01 14:13:13 - mmengine - INFO - Epoch(train) [81][20/125] lr: 2.0000e-03 eta: 1:10:18 time: 0.3746 data_time: 0.0805 memory: 9173 loss: 0.3528 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0038 loss_cls: 0.0633 acc: 98.9014 loss_bbox: 0.0858 loss_mask: 0.1958 2022/11/01 14:13:15 - mmengine - INFO - Epoch(train) [81][25/125] lr: 2.0000e-03 eta: 1:10:18 time: 0.3995 data_time: 0.0970 memory: 9373 loss: 0.3423 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0037 loss_cls: 0.0609 acc: 98.4863 loss_bbox: 0.0756 loss_mask: 0.1957 2022/11/01 14:13:18 - mmengine - INFO - Epoch(train) [81][30/125] lr: 2.0000e-03 eta: 1:10:14 time: 0.4368 data_time: 0.1314 memory: 9451 loss: 0.3795 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0048 loss_cls: 0.0685 acc: 98.6328 loss_bbox: 0.0890 loss_mask: 0.2096 2022/11/01 14:13:19 - mmengine - INFO - Epoch(train) [81][35/125] lr: 2.0000e-03 eta: 1:10:14 time: 0.3992 data_time: 0.1061 memory: 9121 loss: 0.3522 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0041 loss_cls: 0.0592 acc: 98.7549 loss_bbox: 0.0796 loss_mask: 0.2040 2022/11/01 14:13:21 - mmengine - INFO - Epoch(train) [81][40/125] lr: 2.0000e-03 eta: 1:10:09 time: 0.3676 data_time: 0.0820 memory: 9425 loss: 0.3383 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0034 loss_cls: 0.0603 acc: 96.8994 loss_bbox: 0.0745 loss_mask: 0.1954 2022/11/01 14:13:23 - mmengine - INFO - Epoch(train) [81][45/125] lr: 2.0000e-03 eta: 1:10:09 time: 0.3806 data_time: 0.1013 memory: 9075 loss: 0.3716 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0042 loss_cls: 0.0697 acc: 96.8018 loss_bbox: 0.0825 loss_mask: 0.2082 2022/11/01 14:13:25 - mmengine - INFO - Epoch(train) [81][50/125] lr: 2.0000e-03 eta: 1:10:05 time: 0.4180 data_time: 0.1371 memory: 9030 loss: 0.3617 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0042 loss_cls: 0.0658 acc: 97.5342 loss_bbox: 0.0768 loss_mask: 0.2078 2022/11/01 14:13:27 - mmengine - INFO - Epoch(train) [81][55/125] lr: 2.0000e-03 eta: 1:10:05 time: 0.4242 data_time: 0.1352 memory: 9419 loss: 0.3755 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0047 loss_cls: 0.0707 acc: 95.8496 loss_bbox: 0.0907 loss_mask: 0.2032 2022/11/01 14:13:29 - mmengine - INFO - Epoch(train) [81][60/125] lr: 2.0000e-03 eta: 1:10:00 time: 0.3768 data_time: 0.0869 memory: 9514 loss: 0.3571 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0039 loss_cls: 0.0618 acc: 98.7549 loss_bbox: 0.0820 loss_mask: 0.2052 2022/11/01 14:13:31 - mmengine - INFO - Epoch(train) [81][65/125] lr: 2.0000e-03 eta: 1:10:00 time: 0.3850 data_time: 0.0935 memory: 9232 loss: 0.3451 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0031 loss_cls: 0.0511 acc: 97.6807 loss_bbox: 0.0765 loss_mask: 0.2114 2022/11/01 14:13:34 - mmengine - INFO - Epoch(train) [81][70/125] lr: 2.0000e-03 eta: 1:09:56 time: 0.4302 data_time: 0.1318 memory: 9689 loss: 0.3924 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0045 loss_cls: 0.0656 acc: 97.9248 loss_bbox: 0.0932 loss_mask: 0.2228 2022/11/01 14:13:35 - mmengine - INFO - Epoch(train) [81][75/125] lr: 2.0000e-03 eta: 1:09:56 time: 0.4114 data_time: 0.1147 memory: 9226 loss: 0.3855 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0041 loss_cls: 0.0684 acc: 98.6084 loss_bbox: 0.0833 loss_mask: 0.2231 2022/11/01 14:13:37 - mmengine - INFO - Epoch(train) [81][80/125] lr: 2.0000e-03 eta: 1:09:51 time: 0.3639 data_time: 0.0813 memory: 8957 loss: 0.3783 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0037 loss_cls: 0.0611 acc: 96.7529 loss_bbox: 0.0695 loss_mask: 0.2393 2022/11/01 14:13:39 - mmengine - INFO - Epoch(train) [81][85/125] lr: 2.0000e-03 eta: 1:09:51 time: 0.3907 data_time: 0.1007 memory: 9539 loss: 0.4086 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0053 loss_cls: 0.0696 acc: 96.2646 loss_bbox: 0.0863 loss_mask: 0.2414 2022/11/01 14:13:42 - mmengine - INFO - Epoch(train) [81][90/125] lr: 2.0000e-03 eta: 1:09:47 time: 0.4451 data_time: 0.1466 memory: 9046 loss: 0.3894 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0048 loss_cls: 0.0694 acc: 98.8037 loss_bbox: 0.0852 loss_mask: 0.2235 2022/11/01 14:13:44 - mmengine - INFO - Epoch(train) [81][95/125] lr: 2.0000e-03 eta: 1:09:47 time: 0.4270 data_time: 0.1338 memory: 8987 loss: 0.3451 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0034 loss_cls: 0.0635 acc: 99.4141 loss_bbox: 0.0700 loss_mask: 0.2037 2022/11/01 14:13:45 - mmengine - INFO - Epoch(train) [81][100/125] lr: 2.0000e-03 eta: 1:09:42 time: 0.3811 data_time: 0.0837 memory: 9353 loss: 0.3844 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0050 loss_cls: 0.0774 acc: 97.8271 loss_bbox: 0.0922 loss_mask: 0.2052 2022/11/01 14:13:47 - mmengine - INFO - Epoch(train) [81][105/125] lr: 2.0000e-03 eta: 1:09:42 time: 0.3797 data_time: 0.0860 memory: 9255 loss: 0.3995 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0059 loss_cls: 0.0788 acc: 96.9238 loss_bbox: 0.0989 loss_mask: 0.2096 2022/11/01 14:13:50 - mmengine - INFO - Epoch(train) [81][110/125] lr: 2.0000e-03 eta: 1:09:38 time: 0.4173 data_time: 0.1286 memory: 9565 loss: 0.3870 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0047 loss_cls: 0.0711 acc: 96.6553 loss_bbox: 0.0939 loss_mask: 0.2108 2022/11/01 14:13:51 - mmengine - INFO - Epoch(train) [81][115/125] lr: 2.0000e-03 eta: 1:09:38 time: 0.4149 data_time: 0.1279 memory: 9432 loss: 0.3972 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0049 loss_cls: 0.0760 acc: 98.4619 loss_bbox: 0.0951 loss_mask: 0.2135 2022/11/01 14:13:54 - mmengine - INFO - Epoch(train) [81][120/125] lr: 2.0000e-03 eta: 1:09:34 time: 0.3982 data_time: 0.1112 memory: 9376 loss: 0.3872 loss_rpn_cls: 0.0081 loss_rpn_bbox: 0.0050 loss_cls: 0.0781 acc: 98.1934 loss_bbox: 0.0973 loss_mask: 0.1987 2022/11/01 14:13:55 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:13:55 - mmengine - INFO - Epoch(train) [81][125/125] lr: 2.0000e-03 eta: 1:09:34 time: 0.3744 data_time: 0.0814 memory: 9232 loss: 0.3771 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0048 loss_cls: 0.0715 acc: 99.0479 loss_bbox: 0.0940 loss_mask: 0.1996 2022/11/01 14:13:58 - mmengine - INFO - Epoch(train) [82][5/125] lr: 2.0000e-03 eta: 1:09:34 time: 0.3942 data_time: 0.1041 memory: 9151 loss: 0.3435 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0037 loss_cls: 0.0564 acc: 98.0713 loss_bbox: 0.0697 loss_mask: 0.2086 2022/11/01 14:13:59 - mmengine - INFO - Epoch(train) [82][10/125] lr: 2.0000e-03 eta: 1:09:24 time: 0.4106 data_time: 0.1195 memory: 9578 loss: 0.3421 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0030 loss_cls: 0.0575 acc: 98.2666 loss_bbox: 0.0734 loss_mask: 0.2039 2022/11/01 14:14:01 - mmengine - INFO - Epoch(train) [82][15/125] lr: 2.0000e-03 eta: 1:09:24 time: 0.3809 data_time: 0.0900 memory: 9098 loss: 0.3467 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0035 loss_cls: 0.0619 acc: 97.4365 loss_bbox: 0.0799 loss_mask: 0.1971 2022/11/01 14:14:03 - mmengine - INFO - Epoch(train) [82][20/125] lr: 2.0000e-03 eta: 1:09:20 time: 0.3903 data_time: 0.1019 memory: 9265 loss: 0.3570 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0040 loss_cls: 0.0636 acc: 97.8027 loss_bbox: 0.0810 loss_mask: 0.2038 2022/11/01 14:14:05 - mmengine - INFO - Epoch(train) [82][25/125] lr: 2.0000e-03 eta: 1:09:20 time: 0.3882 data_time: 0.1008 memory: 9370 loss: 0.3564 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0038 loss_cls: 0.0601 acc: 97.5830 loss_bbox: 0.0876 loss_mask: 0.2009 2022/11/01 14:14:07 - mmengine - INFO - Epoch(train) [82][30/125] lr: 2.0000e-03 eta: 1:09:15 time: 0.3895 data_time: 0.1079 memory: 9095 loss: 0.3345 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0033 loss_cls: 0.0514 acc: 97.5830 loss_bbox: 0.0806 loss_mask: 0.1960 2022/11/01 14:14:09 - mmengine - INFO - Epoch(train) [82][35/125] lr: 2.0000e-03 eta: 1:09:15 time: 0.3892 data_time: 0.1039 memory: 9259 loss: 0.3453 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0037 loss_cls: 0.0563 acc: 98.0225 loss_bbox: 0.0846 loss_mask: 0.1971 2022/11/01 14:14:11 - mmengine - INFO - Epoch(train) [82][40/125] lr: 2.0000e-03 eta: 1:09:11 time: 0.4001 data_time: 0.0937 memory: 10092 loss: 0.3524 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0041 loss_cls: 0.0632 acc: 98.7549 loss_bbox: 0.0860 loss_mask: 0.1947 2022/11/01 14:14:13 - mmengine - INFO - Epoch(train) [82][45/125] lr: 2.0000e-03 eta: 1:09:11 time: 0.3953 data_time: 0.0915 memory: 8924 loss: 0.3393 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0037 loss_cls: 0.0561 acc: 98.7793 loss_bbox: 0.0752 loss_mask: 0.1980 2022/11/01 14:14:15 - mmengine - INFO - Epoch(train) [82][50/125] lr: 2.0000e-03 eta: 1:09:06 time: 0.3962 data_time: 0.0966 memory: 9663 loss: 0.3593 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0040 loss_cls: 0.0597 acc: 97.9492 loss_bbox: 0.0820 loss_mask: 0.2069 2022/11/01 14:14:18 - mmengine - INFO - Epoch(train) [82][55/125] lr: 2.0000e-03 eta: 1:09:06 time: 0.4789 data_time: 0.1258 memory: 8977 loss: 0.3509 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0036 loss_cls: 0.0613 acc: 98.7793 loss_bbox: 0.0762 loss_mask: 0.2047 2022/11/01 14:14:20 - mmengine - INFO - Epoch(train) [82][60/125] lr: 2.0000e-03 eta: 1:09:03 time: 0.5283 data_time: 0.1515 memory: 9334 loss: 0.3603 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0034 loss_cls: 0.0643 acc: 98.2910 loss_bbox: 0.0781 loss_mask: 0.2101 2022/11/01 14:14:23 - mmengine - INFO - Epoch(train) [82][65/125] lr: 2.0000e-03 eta: 1:09:03 time: 0.4766 data_time: 0.1443 memory: 8908 loss: 0.3711 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0035 loss_cls: 0.0678 acc: 97.4854 loss_bbox: 0.0811 loss_mask: 0.2143 2022/11/01 14:14:25 - mmengine - INFO - Epoch(train) [82][70/125] lr: 2.0000e-03 eta: 1:09:00 time: 0.4704 data_time: 0.1431 memory: 10838 loss: 0.3780 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0043 loss_cls: 0.0726 acc: 94.6533 loss_bbox: 0.0925 loss_mask: 0.2044 2022/11/01 14:14:27 - mmengine - INFO - Epoch(train) [82][75/125] lr: 2.0000e-03 eta: 1:09:00 time: 0.4394 data_time: 0.1151 memory: 9193 loss: 0.3894 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0048 loss_cls: 0.0797 acc: 98.0713 loss_bbox: 0.1015 loss_mask: 0.1983 2022/11/01 14:14:29 - mmengine - INFO - Epoch(train) [82][80/125] lr: 2.0000e-03 eta: 1:08:55 time: 0.3820 data_time: 0.0865 memory: 9085 loss: 0.3435 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0039 loss_cls: 0.0639 acc: 97.7783 loss_bbox: 0.0763 loss_mask: 0.1951 2022/11/01 14:14:31 - mmengine - INFO - Epoch(train) [82][85/125] lr: 2.0000e-03 eta: 1:08:55 time: 0.4206 data_time: 0.1156 memory: 9088 loss: 0.3284 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0036 loss_cls: 0.0519 acc: 98.2666 loss_bbox: 0.0680 loss_mask: 0.2014 2022/11/01 14:14:34 - mmengine - INFO - Epoch(train) [82][90/125] lr: 2.0000e-03 eta: 1:08:51 time: 0.4614 data_time: 0.1285 memory: 10731 loss: 0.3836 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0044 loss_cls: 0.0630 acc: 98.1689 loss_bbox: 0.0832 loss_mask: 0.2281 2022/11/01 14:14:36 - mmengine - INFO - Epoch(train) [82][95/125] lr: 2.0000e-03 eta: 1:08:51 time: 0.4359 data_time: 0.1188 memory: 9314 loss: 0.4245 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0044 loss_cls: 0.0777 acc: 98.2178 loss_bbox: 0.0973 loss_mask: 0.2397 2022/11/01 14:14:38 - mmengine - INFO - Epoch(train) [82][100/125] lr: 2.0000e-03 eta: 1:08:47 time: 0.4104 data_time: 0.1148 memory: 9650 loss: 0.3843 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0039 loss_cls: 0.0699 acc: 98.1934 loss_bbox: 0.0907 loss_mask: 0.2156 2022/11/01 14:14:40 - mmengine - INFO - Epoch(train) [82][105/125] lr: 2.0000e-03 eta: 1:08:47 time: 0.4181 data_time: 0.1142 memory: 9449 loss: 0.3497 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0036 loss_cls: 0.0636 acc: 98.7305 loss_bbox: 0.0841 loss_mask: 0.1955 2022/11/01 14:14:42 - mmengine - INFO - Epoch(train) [82][110/125] lr: 2.0000e-03 eta: 1:08:43 time: 0.4458 data_time: 0.1374 memory: 9177 loss: 0.3548 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0037 loss_cls: 0.0640 acc: 98.6816 loss_bbox: 0.0868 loss_mask: 0.1969 2022/11/01 14:14:44 - mmengine - INFO - Epoch(train) [82][115/125] lr: 2.0000e-03 eta: 1:08:43 time: 0.4348 data_time: 0.1278 memory: 9575 loss: 0.3594 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0038 loss_cls: 0.0630 acc: 99.2676 loss_bbox: 0.0859 loss_mask: 0.2027 2022/11/01 14:14:46 - mmengine - INFO - Epoch(train) [82][120/125] lr: 2.0000e-03 eta: 1:08:39 time: 0.4152 data_time: 0.1087 memory: 9535 loss: 0.3762 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0034 loss_cls: 0.0699 acc: 96.0205 loss_bbox: 0.0911 loss_mask: 0.2081 2022/11/01 14:14:48 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:14:48 - mmengine - INFO - Epoch(train) [82][125/125] lr: 2.0000e-03 eta: 1:08:39 time: 0.3856 data_time: 0.0822 memory: 9474 loss: 0.4120 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0041 loss_cls: 0.0820 acc: 97.3633 loss_bbox: 0.1029 loss_mask: 0.2180 2022/11/01 14:14:50 - mmengine - INFO - Epoch(train) [83][5/125] lr: 2.0000e-03 eta: 1:08:39 time: 0.4151 data_time: 0.1158 memory: 9026 loss: 0.3808 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0036 loss_cls: 0.0730 acc: 97.7783 loss_bbox: 0.0889 loss_mask: 0.2107 2022/11/01 14:14:52 - mmengine - INFO - Epoch(train) [83][10/125] lr: 2.0000e-03 eta: 1:08:30 time: 0.4424 data_time: 0.1425 memory: 9353 loss: 0.3601 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0036 loss_cls: 0.0652 acc: 96.8262 loss_bbox: 0.0860 loss_mask: 0.2016 2022/11/01 14:14:54 - mmengine - INFO - Epoch(train) [83][15/125] lr: 2.0000e-03 eta: 1:08:30 time: 0.4050 data_time: 0.1007 memory: 9030 loss: 0.3577 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0035 loss_cls: 0.0644 acc: 98.1689 loss_bbox: 0.0839 loss_mask: 0.2023 2022/11/01 14:14:57 - mmengine - INFO - Epoch(train) [83][20/125] lr: 2.0000e-03 eta: 1:08:26 time: 0.4223 data_time: 0.0999 memory: 9474 loss: 0.3584 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0644 acc: 96.8506 loss_bbox: 0.0875 loss_mask: 0.1994 2022/11/01 14:14:59 - mmengine - INFO - Epoch(train) [83][25/125] lr: 2.0000e-03 eta: 1:08:26 time: 0.4219 data_time: 0.0991 memory: 9258 loss: 0.3596 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0038 loss_cls: 0.0597 acc: 98.9990 loss_bbox: 0.0813 loss_mask: 0.2078 2022/11/01 14:15:01 - mmengine - INFO - Epoch(train) [83][30/125] lr: 2.0000e-03 eta: 1:08:22 time: 0.4322 data_time: 0.1192 memory: 9144 loss: 0.3400 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0033 loss_cls: 0.0511 acc: 98.8770 loss_bbox: 0.0658 loss_mask: 0.2133 2022/11/01 14:15:03 - mmengine - INFO - Epoch(train) [83][35/125] lr: 2.0000e-03 eta: 1:08:22 time: 0.4078 data_time: 0.1027 memory: 9386 loss: 0.3461 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0034 loss_cls: 0.0601 acc: 97.3145 loss_bbox: 0.0764 loss_mask: 0.2022 2022/11/01 14:15:05 - mmengine - INFO - Epoch(train) [83][40/125] lr: 2.0000e-03 eta: 1:08:17 time: 0.3640 data_time: 0.0725 memory: 8895 loss: 0.3577 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0031 loss_cls: 0.0529 acc: 98.3398 loss_bbox: 0.0648 loss_mask: 0.2313 2022/11/01 14:15:07 - mmengine - INFO - Epoch(train) [83][45/125] lr: 2.0000e-03 eta: 1:08:17 time: 0.3838 data_time: 0.0994 memory: 9232 loss: 0.3506 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0031 loss_cls: 0.0452 acc: 98.2910 loss_bbox: 0.0623 loss_mask: 0.2356 2022/11/01 14:15:09 - mmengine - INFO - Epoch(train) [83][50/125] lr: 2.0000e-03 eta: 1:08:12 time: 0.4160 data_time: 0.1262 memory: 9213 loss: 0.3640 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0052 loss_cls: 0.0625 acc: 97.0459 loss_bbox: 0.0846 loss_mask: 0.2049 2022/11/01 14:15:11 - mmengine - INFO - Epoch(train) [83][55/125] lr: 2.0000e-03 eta: 1:08:12 time: 0.4048 data_time: 0.1155 memory: 9222 loss: 0.3716 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0049 loss_cls: 0.0655 acc: 96.5576 loss_bbox: 0.0862 loss_mask: 0.2079 2022/11/01 14:15:13 - mmengine - INFO - Epoch(train) [83][60/125] lr: 2.0000e-03 eta: 1:08:08 time: 0.4007 data_time: 0.1090 memory: 9337 loss: 0.3515 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0036 loss_cls: 0.0613 acc: 97.8027 loss_bbox: 0.0798 loss_mask: 0.2021 2022/11/01 14:15:15 - mmengine - INFO - Epoch(train) [83][65/125] lr: 2.0000e-03 eta: 1:08:08 time: 0.4138 data_time: 0.1170 memory: 9432 loss: 0.3959 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0054 loss_cls: 0.0784 acc: 96.5332 loss_bbox: 0.1022 loss_mask: 0.2022 2022/11/01 14:15:17 - mmengine - INFO - Epoch(train) [83][70/125] lr: 2.0000e-03 eta: 1:08:04 time: 0.4263 data_time: 0.1285 memory: 9565 loss: 0.4011 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0058 loss_cls: 0.0749 acc: 99.1211 loss_bbox: 0.1049 loss_mask: 0.2086 2022/11/01 14:15:19 - mmengine - INFO - Epoch(train) [83][75/125] lr: 2.0000e-03 eta: 1:08:04 time: 0.4278 data_time: 0.1300 memory: 9363 loss: 0.3769 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0051 loss_cls: 0.0670 acc: 96.5088 loss_bbox: 0.0926 loss_mask: 0.2069 2022/11/01 14:15:21 - mmengine - INFO - Epoch(train) [83][80/125] lr: 2.0000e-03 eta: 1:07:59 time: 0.4056 data_time: 0.1146 memory: 9285 loss: 0.3647 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0042 loss_cls: 0.0671 acc: 98.2178 loss_bbox: 0.0885 loss_mask: 0.2007 2022/11/01 14:15:23 - mmengine - INFO - Epoch(train) [83][85/125] lr: 2.0000e-03 eta: 1:07:59 time: 0.4133 data_time: 0.1109 memory: 10148 loss: 0.3448 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0039 loss_cls: 0.0612 acc: 95.2637 loss_bbox: 0.0821 loss_mask: 0.1936 2022/11/01 14:15:26 - mmengine - INFO - Epoch(train) [83][90/125] lr: 2.0000e-03 eta: 1:07:55 time: 0.4474 data_time: 0.1440 memory: 8967 loss: 0.3532 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0040 loss_cls: 0.0625 acc: 97.2656 loss_bbox: 0.0762 loss_mask: 0.2038 2022/11/01 14:15:28 - mmengine - INFO - Epoch(train) [83][95/125] lr: 2.0000e-03 eta: 1:07:55 time: 0.4318 data_time: 0.1355 memory: 9510 loss: 0.3658 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0045 loss_cls: 0.0700 acc: 95.5078 loss_bbox: 0.0805 loss_mask: 0.2042 2022/11/01 14:15:29 - mmengine - INFO - Epoch(train) [83][100/125] lr: 2.0000e-03 eta: 1:07:51 time: 0.3837 data_time: 0.0826 memory: 9498 loss: 0.3792 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0048 loss_cls: 0.0730 acc: 98.6816 loss_bbox: 0.0991 loss_mask: 0.1982 2022/11/01 14:15:32 - mmengine - INFO - Epoch(train) [83][105/125] lr: 2.0000e-03 eta: 1:07:51 time: 0.3988 data_time: 0.0944 memory: 9082 loss: 0.3592 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0032 loss_cls: 0.0642 acc: 96.1182 loss_bbox: 0.0848 loss_mask: 0.2037 2022/11/01 14:15:34 - mmengine - INFO - Epoch(train) [83][110/125] lr: 2.0000e-03 eta: 1:07:46 time: 0.4297 data_time: 0.1315 memory: 9079 loss: 0.3411 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0032 loss_cls: 0.0594 acc: 97.6807 loss_bbox: 0.0648 loss_mask: 0.2085 2022/11/01 14:15:36 - mmengine - INFO - Epoch(train) [83][115/125] lr: 2.0000e-03 eta: 1:07:46 time: 0.4437 data_time: 0.1231 memory: 9343 loss: 0.3555 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0039 loss_cls: 0.0592 acc: 96.7773 loss_bbox: 0.0745 loss_mask: 0.2120 2022/11/01 14:15:38 - mmengine - INFO - Epoch(train) [83][120/125] lr: 2.0000e-03 eta: 1:07:42 time: 0.4186 data_time: 0.0816 memory: 9016 loss: 0.3463 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0037 loss_cls: 0.0586 acc: 98.8037 loss_bbox: 0.0751 loss_mask: 0.2048 2022/11/01 14:15:39 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:15:39 - mmengine - INFO - Epoch(train) [83][125/125] lr: 2.0000e-03 eta: 1:07:42 time: 0.3510 data_time: 0.0506 memory: 9049 loss: 0.3155 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0030 loss_cls: 0.0566 acc: 97.6074 loss_bbox: 0.0640 loss_mask: 0.1886 2022/11/01 14:15:42 - mmengine - INFO - Epoch(train) [84][5/125] lr: 2.0000e-03 eta: 1:07:42 time: 0.4273 data_time: 0.1149 memory: 10269 loss: 0.3451 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0038 loss_cls: 0.0660 acc: 96.5332 loss_bbox: 0.0858 loss_mask: 0.1854 2022/11/01 14:15:44 - mmengine - INFO - Epoch(train) [84][10/125] lr: 2.0000e-03 eta: 1:07:34 time: 0.4777 data_time: 0.1609 memory: 9347 loss: 0.3774 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0045 loss_cls: 0.0702 acc: 97.1436 loss_bbox: 0.1004 loss_mask: 0.1991 2022/11/01 14:15:46 - mmengine - INFO - Epoch(train) [84][15/125] lr: 2.0000e-03 eta: 1:07:34 time: 0.3879 data_time: 0.1023 memory: 9392 loss: 0.3464 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0043 loss_cls: 0.0602 acc: 95.9717 loss_bbox: 0.0785 loss_mask: 0.1995 2022/11/01 14:15:48 - mmengine - INFO - Epoch(train) [84][20/125] lr: 2.0000e-03 eta: 1:07:29 time: 0.3579 data_time: 0.0742 memory: 9020 loss: 0.3242 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0043 loss_cls: 0.0565 acc: 98.3643 loss_bbox: 0.0644 loss_mask: 0.1940 2022/11/01 14:15:50 - mmengine - INFO - Epoch(train) [84][25/125] lr: 2.0000e-03 eta: 1:07:29 time: 0.3669 data_time: 0.0787 memory: 9291 loss: 0.3516 loss_rpn_cls: 0.0088 loss_rpn_bbox: 0.0044 loss_cls: 0.0587 acc: 98.9014 loss_bbox: 0.0700 loss_mask: 0.2099 2022/11/01 14:15:52 - mmengine - INFO - Epoch(train) [84][30/125] lr: 2.0000e-03 eta: 1:07:25 time: 0.4064 data_time: 0.1186 memory: 9324 loss: 0.3723 loss_rpn_cls: 0.0086 loss_rpn_bbox: 0.0048 loss_cls: 0.0669 acc: 98.1201 loss_bbox: 0.0821 loss_mask: 0.2099 2022/11/01 14:15:54 - mmengine - INFO - Epoch(train) [84][35/125] lr: 2.0000e-03 eta: 1:07:25 time: 0.4130 data_time: 0.1151 memory: 9347 loss: 0.3666 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0041 loss_cls: 0.0725 acc: 96.7773 loss_bbox: 0.0884 loss_mask: 0.1962 2022/11/01 14:15:56 - mmengine - INFO - Epoch(train) [84][40/125] lr: 2.0000e-03 eta: 1:07:20 time: 0.3730 data_time: 0.0799 memory: 9000 loss: 0.3555 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0035 loss_cls: 0.0611 acc: 99.4141 loss_bbox: 0.0788 loss_mask: 0.2064 2022/11/01 14:15:58 - mmengine - INFO - Epoch(train) [84][45/125] lr: 2.0000e-03 eta: 1:07:20 time: 0.3790 data_time: 0.0979 memory: 9085 loss: 0.3432 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0032 loss_cls: 0.0524 acc: 98.6816 loss_bbox: 0.0667 loss_mask: 0.2169 2022/11/01 14:16:00 - mmengine - INFO - Epoch(train) [84][50/125] lr: 2.0000e-03 eta: 1:07:15 time: 0.3996 data_time: 0.1153 memory: 9229 loss: 0.3352 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0036 loss_cls: 0.0567 acc: 97.7051 loss_bbox: 0.0684 loss_mask: 0.2025 2022/11/01 14:16:02 - mmengine - INFO - Epoch(train) [84][55/125] lr: 2.0000e-03 eta: 1:07:15 time: 0.3986 data_time: 0.1048 memory: 9239 loss: 0.3551 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0046 loss_cls: 0.0652 acc: 97.6562 loss_bbox: 0.0793 loss_mask: 0.2001 2022/11/01 14:16:03 - mmengine - INFO - Epoch(train) [84][60/125] lr: 2.0000e-03 eta: 1:07:11 time: 0.3806 data_time: 0.0803 memory: 9036 loss: 0.3812 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0046 loss_cls: 0.0674 acc: 97.1924 loss_bbox: 0.0849 loss_mask: 0.2176 2022/11/01 14:16:05 - mmengine - INFO - Epoch(train) [84][65/125] lr: 2.0000e-03 eta: 1:07:11 time: 0.3842 data_time: 0.0799 memory: 9003 loss: 0.3518 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0034 loss_cls: 0.0541 acc: 98.4863 loss_bbox: 0.0747 loss_mask: 0.2147 2022/11/01 14:16:08 - mmengine - INFO - Epoch(train) [84][70/125] lr: 2.0000e-03 eta: 1:07:06 time: 0.4134 data_time: 0.1055 memory: 9360 loss: 0.3175 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0028 loss_cls: 0.0493 acc: 97.8027 loss_bbox: 0.0694 loss_mask: 0.1934 2022/11/01 14:16:09 - mmengine - INFO - Epoch(train) [84][75/125] lr: 2.0000e-03 eta: 1:07:06 time: 0.3933 data_time: 0.0972 memory: 8944 loss: 0.3015 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0030 loss_cls: 0.0483 acc: 97.9248 loss_bbox: 0.0648 loss_mask: 0.1833 2022/11/01 14:16:11 - mmengine - INFO - Epoch(train) [84][80/125] lr: 2.0000e-03 eta: 1:07:01 time: 0.3670 data_time: 0.0790 memory: 9232 loss: 0.3223 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0035 loss_cls: 0.0555 acc: 98.9014 loss_bbox: 0.0671 loss_mask: 0.1922 2022/11/01 14:16:14 - mmengine - INFO - Epoch(train) [84][85/125] lr: 2.0000e-03 eta: 1:07:01 time: 0.4457 data_time: 0.1275 memory: 9787 loss: 0.4062 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0053 loss_cls: 0.0842 acc: 95.5811 loss_bbox: 0.1067 loss_mask: 0.2028 2022/11/01 14:16:16 - mmengine - INFO - Epoch(train) [84][90/125] lr: 2.0000e-03 eta: 1:06:58 time: 0.5031 data_time: 0.1561 memory: 9219 loss: 0.4173 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0056 loss_cls: 0.0851 acc: 97.6318 loss_bbox: 0.1159 loss_mask: 0.2035 2022/11/01 14:16:18 - mmengine - INFO - Epoch(train) [84][95/125] lr: 2.0000e-03 eta: 1:06:58 time: 0.4252 data_time: 0.1058 memory: 9373 loss: 0.3500 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0035 loss_cls: 0.0589 acc: 97.6807 loss_bbox: 0.0790 loss_mask: 0.2044 2022/11/01 14:16:20 - mmengine - INFO - Epoch(train) [84][100/125] lr: 2.0000e-03 eta: 1:06:54 time: 0.3820 data_time: 0.0828 memory: 8963 loss: 0.3426 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0029 loss_cls: 0.0552 acc: 97.9004 loss_bbox: 0.0674 loss_mask: 0.2137 2022/11/01 14:16:22 - mmengine - INFO - Epoch(train) [84][105/125] lr: 2.0000e-03 eta: 1:06:54 time: 0.4132 data_time: 0.0968 memory: 9259 loss: 0.3719 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0039 loss_cls: 0.0681 acc: 97.5342 loss_bbox: 0.0863 loss_mask: 0.2081 2022/11/01 14:16:25 - mmengine - INFO - Epoch(train) [84][110/125] lr: 2.0000e-03 eta: 1:06:50 time: 0.4650 data_time: 0.1261 memory: 9088 loss: 0.3753 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0049 loss_cls: 0.0678 acc: 97.6318 loss_bbox: 0.0950 loss_mask: 0.2015 2022/11/01 14:16:27 - mmengine - INFO - Epoch(train) [84][115/125] lr: 2.0000e-03 eta: 1:06:50 time: 0.4520 data_time: 0.1211 memory: 9432 loss: 0.3603 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0045 loss_cls: 0.0632 acc: 97.4609 loss_bbox: 0.0913 loss_mask: 0.1968 2022/11/01 14:16:29 - mmengine - INFO - Epoch(train) [84][120/125] lr: 2.0000e-03 eta: 1:06:46 time: 0.4118 data_time: 0.1025 memory: 9206 loss: 0.3380 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0034 loss_cls: 0.0627 acc: 99.0479 loss_bbox: 0.0806 loss_mask: 0.1884 2022/11/01 14:16:31 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:16:31 - mmengine - INFO - Epoch(train) [84][125/125] lr: 2.0000e-03 eta: 1:06:46 time: 0.3955 data_time: 0.0800 memory: 9689 loss: 0.3419 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0032 loss_cls: 0.0619 acc: 97.4854 loss_bbox: 0.0798 loss_mask: 0.1938 2022/11/01 14:16:33 - mmengine - INFO - Epoch(train) [85][5/125] lr: 2.0000e-03 eta: 1:06:46 time: 0.4517 data_time: 0.1261 memory: 9458 loss: 0.3854 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0041 loss_cls: 0.0652 acc: 95.0928 loss_bbox: 0.0930 loss_mask: 0.2179 2022/11/01 14:16:35 - mmengine - INFO - Epoch(train) [85][10/125] lr: 2.0000e-03 eta: 1:06:37 time: 0.4571 data_time: 0.1450 memory: 9314 loss: 0.3877 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0048 loss_cls: 0.0665 acc: 97.5098 loss_bbox: 0.0899 loss_mask: 0.2197 2022/11/01 14:16:37 - mmengine - INFO - Epoch(train) [85][15/125] lr: 2.0000e-03 eta: 1:06:37 time: 0.3924 data_time: 0.0930 memory: 9069 loss: 0.3482 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0039 loss_cls: 0.0592 acc: 97.1436 loss_bbox: 0.0775 loss_mask: 0.2014 2022/11/01 14:16:39 - mmengine - INFO - Epoch(train) [85][20/125] lr: 2.0000e-03 eta: 1:06:33 time: 0.4066 data_time: 0.1059 memory: 9331 loss: 0.3505 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0031 loss_cls: 0.0604 acc: 98.8281 loss_bbox: 0.0791 loss_mask: 0.2026 2022/11/01 14:16:42 - mmengine - INFO - Epoch(train) [85][25/125] lr: 2.0000e-03 eta: 1:06:33 time: 0.4189 data_time: 0.1161 memory: 9229 loss: 0.3679 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0040 loss_cls: 0.0691 acc: 96.9238 loss_bbox: 0.0898 loss_mask: 0.2010 2022/11/01 14:16:44 - mmengine - INFO - Epoch(train) [85][30/125] lr: 2.0000e-03 eta: 1:06:29 time: 0.4406 data_time: 0.1293 memory: 8836 loss: 0.3516 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0042 loss_cls: 0.0616 acc: 98.3398 loss_bbox: 0.0784 loss_mask: 0.2041 2022/11/01 14:16:46 - mmengine - INFO - Epoch(train) [85][35/125] lr: 2.0000e-03 eta: 1:06:29 time: 0.4458 data_time: 0.1199 memory: 8967 loss: 0.3310 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0035 loss_cls: 0.0535 acc: 98.6328 loss_bbox: 0.0667 loss_mask: 0.2023 2022/11/01 14:16:48 - mmengine - INFO - Epoch(train) [85][40/125] lr: 2.0000e-03 eta: 1:06:24 time: 0.4032 data_time: 0.0855 memory: 9052 loss: 0.3086 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0031 loss_cls: 0.0475 acc: 97.6562 loss_bbox: 0.0639 loss_mask: 0.1897 2022/11/01 14:16:50 - mmengine - INFO - Epoch(train) [85][45/125] lr: 2.0000e-03 eta: 1:06:24 time: 0.3994 data_time: 0.0950 memory: 9487 loss: 0.3303 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0032 loss_cls: 0.0572 acc: 96.3379 loss_bbox: 0.0758 loss_mask: 0.1904 2022/11/01 14:16:53 - mmengine - INFO - Epoch(train) [85][50/125] lr: 2.0000e-03 eta: 1:06:21 time: 0.4716 data_time: 0.1600 memory: 9745 loss: 0.3616 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0041 loss_cls: 0.0674 acc: 97.5342 loss_bbox: 0.0861 loss_mask: 0.1981 2022/11/01 14:16:55 - mmengine - INFO - Epoch(train) [85][55/125] lr: 2.0000e-03 eta: 1:06:21 time: 0.4981 data_time: 0.1670 memory: 9474 loss: 0.3687 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0045 loss_cls: 0.0655 acc: 98.5352 loss_bbox: 0.0851 loss_mask: 0.2071 2022/11/01 14:16:57 - mmengine - INFO - Epoch(train) [85][60/125] lr: 2.0000e-03 eta: 1:06:17 time: 0.4364 data_time: 0.1078 memory: 9013 loss: 0.3625 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0039 loss_cls: 0.0669 acc: 97.1924 loss_bbox: 0.0801 loss_mask: 0.2062 2022/11/01 14:16:59 - mmengine - INFO - Epoch(train) [85][65/125] lr: 2.0000e-03 eta: 1:06:17 time: 0.4088 data_time: 0.0914 memory: 9115 loss: 0.3154 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0032 loss_cls: 0.0561 acc: 97.5098 loss_bbox: 0.0678 loss_mask: 0.1849 2022/11/01 14:17:01 - mmengine - INFO - Epoch(train) [85][70/125] lr: 2.0000e-03 eta: 1:06:12 time: 0.4186 data_time: 0.1021 memory: 9196 loss: 0.3266 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0033 loss_cls: 0.0548 acc: 98.2666 loss_bbox: 0.0756 loss_mask: 0.1896 2022/11/01 14:17:03 - mmengine - INFO - Epoch(train) [85][75/125] lr: 2.0000e-03 eta: 1:06:12 time: 0.4243 data_time: 0.1174 memory: 9324 loss: 0.3476 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0038 loss_cls: 0.0602 acc: 97.2656 loss_bbox: 0.0866 loss_mask: 0.1933 2022/11/01 14:17:05 - mmengine - INFO - Epoch(train) [85][80/125] lr: 2.0000e-03 eta: 1:06:08 time: 0.4083 data_time: 0.1090 memory: 9177 loss: 0.3366 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0041 loss_cls: 0.0621 acc: 97.3633 loss_bbox: 0.0847 loss_mask: 0.1818 2022/11/01 14:17:07 - mmengine - INFO - Epoch(train) [85][85/125] lr: 2.0000e-03 eta: 1:06:08 time: 0.3845 data_time: 0.0901 memory: 9379 loss: 0.3394 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0646 acc: 96.3867 loss_bbox: 0.0763 loss_mask: 0.1896 2022/11/01 14:17:09 - mmengine - INFO - Epoch(train) [85][90/125] lr: 2.0000e-03 eta: 1:06:04 time: 0.3927 data_time: 0.1027 memory: 9249 loss: 0.3500 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0043 loss_cls: 0.0690 acc: 98.0957 loss_bbox: 0.0789 loss_mask: 0.1930 2022/11/01 14:17:11 - mmengine - INFO - Epoch(train) [85][95/125] lr: 2.0000e-03 eta: 1:06:04 time: 0.4215 data_time: 0.1287 memory: 9386 loss: 0.3596 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0046 loss_cls: 0.0703 acc: 96.4355 loss_bbox: 0.0892 loss_mask: 0.1903 2022/11/01 14:17:14 - mmengine - INFO - Epoch(train) [85][100/125] lr: 2.0000e-03 eta: 1:06:00 time: 0.4447 data_time: 0.1272 memory: 10551 loss: 0.3870 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0048 loss_cls: 0.0746 acc: 98.5596 loss_bbox: 0.0986 loss_mask: 0.2039 2022/11/01 14:17:16 - mmengine - INFO - Epoch(train) [85][105/125] lr: 2.0000e-03 eta: 1:06:00 time: 0.4316 data_time: 0.1180 memory: 9426 loss: 0.4017 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0050 loss_cls: 0.0773 acc: 96.8750 loss_bbox: 0.0996 loss_mask: 0.2148 2022/11/01 14:17:18 - mmengine - INFO - Epoch(train) [85][110/125] lr: 2.0000e-03 eta: 1:05:55 time: 0.4167 data_time: 0.1210 memory: 9555 loss: 0.4049 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0052 loss_cls: 0.0765 acc: 96.2402 loss_bbox: 0.0992 loss_mask: 0.2189 2022/11/01 14:17:20 - mmengine - INFO - Epoch(train) [85][115/125] lr: 2.0000e-03 eta: 1:05:55 time: 0.4272 data_time: 0.1351 memory: 9160 loss: 0.3694 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0044 loss_cls: 0.0670 acc: 98.6084 loss_bbox: 0.0857 loss_mask: 0.2079 2022/11/01 14:17:22 - mmengine - INFO - Epoch(train) [85][120/125] lr: 2.0000e-03 eta: 1:05:51 time: 0.4204 data_time: 0.1204 memory: 9137 loss: 0.3529 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0042 loss_cls: 0.0608 acc: 98.3398 loss_bbox: 0.0742 loss_mask: 0.2073 2022/11/01 14:17:24 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:17:24 - mmengine - INFO - Epoch(train) [85][125/125] lr: 2.0000e-03 eta: 1:05:51 time: 0.4009 data_time: 0.0706 memory: 9151 loss: 0.3630 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0042 loss_cls: 0.0654 acc: 95.9229 loss_bbox: 0.0784 loss_mask: 0.2089 2022/11/01 14:17:27 - mmengine - INFO - Epoch(train) [86][5/125] lr: 2.0000e-03 eta: 1:05:51 time: 0.4769 data_time: 0.1440 memory: 9151 loss: 0.3515 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0036 loss_cls: 0.0701 acc: 97.2412 loss_bbox: 0.0852 loss_mask: 0.1891 2022/11/01 14:17:29 - mmengine - INFO - Epoch(train) [86][10/125] lr: 2.0000e-03 eta: 1:05:43 time: 0.4778 data_time: 0.1735 memory: 8908 loss: 0.3420 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0036 loss_cls: 0.0648 acc: 97.5342 loss_bbox: 0.0811 loss_mask: 0.1887 2022/11/01 14:17:31 - mmengine - INFO - Epoch(train) [86][15/125] lr: 2.0000e-03 eta: 1:05:43 time: 0.3898 data_time: 0.0867 memory: 9301 loss: 0.3498 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0053 loss_cls: 0.0621 acc: 95.6543 loss_bbox: 0.0806 loss_mask: 0.1968 2022/11/01 14:17:33 - mmengine - INFO - Epoch(train) [86][20/125] lr: 2.0000e-03 eta: 1:05:38 time: 0.3899 data_time: 0.0681 memory: 9236 loss: 0.3703 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0052 loss_cls: 0.0680 acc: 94.8730 loss_bbox: 0.0881 loss_mask: 0.2044 2022/11/01 14:17:35 - mmengine - INFO - Epoch(train) [86][25/125] lr: 2.0000e-03 eta: 1:05:38 time: 0.4384 data_time: 0.1208 memory: 9288 loss: 0.3525 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0036 loss_cls: 0.0617 acc: 96.8750 loss_bbox: 0.0749 loss_mask: 0.2060 2022/11/01 14:17:37 - mmengine - INFO - Epoch(train) [86][30/125] lr: 2.0000e-03 eta: 1:05:34 time: 0.4242 data_time: 0.1237 memory: 9370 loss: 0.3503 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0037 loss_cls: 0.0621 acc: 96.5820 loss_bbox: 0.0779 loss_mask: 0.2012 2022/11/01 14:17:39 - mmengine - INFO - Epoch(train) [86][35/125] lr: 2.0000e-03 eta: 1:05:34 time: 0.3684 data_time: 0.0805 memory: 9222 loss: 0.3428 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0031 loss_cls: 0.0584 acc: 97.1924 loss_bbox: 0.0714 loss_mask: 0.2068 2022/11/01 14:17:41 - mmengine - INFO - Epoch(train) [86][40/125] lr: 2.0000e-03 eta: 1:05:30 time: 0.3814 data_time: 0.0867 memory: 9549 loss: 0.3668 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0033 loss_cls: 0.0650 acc: 97.9980 loss_bbox: 0.0782 loss_mask: 0.2159 2022/11/01 14:17:43 - mmengine - INFO - Epoch(train) [86][45/125] lr: 2.0000e-03 eta: 1:05:30 time: 0.4401 data_time: 0.1175 memory: 10477 loss: 0.3821 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0042 loss_cls: 0.0738 acc: 96.8262 loss_bbox: 0.1016 loss_mask: 0.1980 2022/11/01 14:17:45 - mmengine - INFO - Epoch(train) [86][50/125] lr: 2.0000e-03 eta: 1:05:25 time: 0.4227 data_time: 0.1044 memory: 9170 loss: 0.3634 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0044 loss_cls: 0.0641 acc: 96.7773 loss_bbox: 0.0885 loss_mask: 0.2015 2022/11/01 14:17:47 - mmengine - INFO - Epoch(train) [86][55/125] lr: 2.0000e-03 eta: 1:05:25 time: 0.3798 data_time: 0.0768 memory: 9187 loss: 0.3602 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0043 loss_cls: 0.0595 acc: 96.8018 loss_bbox: 0.0842 loss_mask: 0.2079 2022/11/01 14:17:49 - mmengine - INFO - Epoch(train) [86][60/125] lr: 2.0000e-03 eta: 1:05:21 time: 0.3895 data_time: 0.0900 memory: 9475 loss: 0.3897 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0047 loss_cls: 0.0720 acc: 94.6045 loss_bbox: 0.1055 loss_mask: 0.2037 2022/11/01 14:17:51 - mmengine - INFO - Epoch(train) [86][65/125] lr: 2.0000e-03 eta: 1:05:21 time: 0.3979 data_time: 0.1102 memory: 9111 loss: 0.3817 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0042 loss_cls: 0.0721 acc: 97.4609 loss_bbox: 0.0912 loss_mask: 0.2098 2022/11/01 14:17:53 - mmengine - INFO - Epoch(train) [86][70/125] lr: 2.0000e-03 eta: 1:05:16 time: 0.3835 data_time: 0.0986 memory: 8987 loss: 0.3296 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0027 loss_cls: 0.0535 acc: 97.7051 loss_bbox: 0.0645 loss_mask: 0.2055 2022/11/01 14:17:54 - mmengine - INFO - Epoch(train) [86][75/125] lr: 2.0000e-03 eta: 1:05:16 time: 0.3531 data_time: 0.0665 memory: 9304 loss: 0.3041 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0026 loss_cls: 0.0480 acc: 98.8037 loss_bbox: 0.0603 loss_mask: 0.1907 2022/11/01 14:17:56 - mmengine - INFO - Epoch(train) [86][80/125] lr: 2.0000e-03 eta: 1:05:11 time: 0.3549 data_time: 0.0740 memory: 9683 loss: 0.3169 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0032 loss_cls: 0.0510 acc: 95.9961 loss_bbox: 0.0626 loss_mask: 0.1953 2022/11/01 14:17:59 - mmengine - INFO - Epoch(train) [86][85/125] lr: 2.0000e-03 eta: 1:05:11 time: 0.4308 data_time: 0.1402 memory: 9246 loss: 0.3551 loss_rpn_cls: 0.0084 loss_rpn_bbox: 0.0040 loss_cls: 0.0584 acc: 96.3379 loss_bbox: 0.0768 loss_mask: 0.2075 2022/11/01 14:18:01 - mmengine - INFO - Epoch(train) [86][90/125] lr: 2.0000e-03 eta: 1:05:08 time: 0.4692 data_time: 0.1535 memory: 9402 loss: 0.3666 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0044 loss_cls: 0.0674 acc: 97.1924 loss_bbox: 0.0840 loss_mask: 0.2032 2022/11/01 14:18:03 - mmengine - INFO - Epoch(train) [86][95/125] lr: 2.0000e-03 eta: 1:05:08 time: 0.4001 data_time: 0.0951 memory: 9644 loss: 0.3668 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0049 loss_cls: 0.0690 acc: 96.8018 loss_bbox: 0.0880 loss_mask: 0.2003 2022/11/01 14:18:05 - mmengine - INFO - Epoch(train) [86][100/125] lr: 2.0000e-03 eta: 1:05:03 time: 0.3612 data_time: 0.0785 memory: 9105 loss: 0.3420 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0037 loss_cls: 0.0580 acc: 98.5840 loss_bbox: 0.0764 loss_mask: 0.1995 2022/11/01 14:18:06 - mmengine - INFO - Epoch(train) [86][105/125] lr: 2.0000e-03 eta: 1:05:03 time: 0.3805 data_time: 0.0964 memory: 9144 loss: 0.3132 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0026 loss_cls: 0.0497 acc: 97.3877 loss_bbox: 0.0611 loss_mask: 0.1962 2022/11/01 14:18:08 - mmengine - INFO - Epoch(train) [86][110/125] lr: 2.0000e-03 eta: 1:04:58 time: 0.3676 data_time: 0.0869 memory: 8990 loss: 0.3164 loss_rpn_cls: 0.0020 loss_rpn_bbox: 0.0026 loss_cls: 0.0498 acc: 96.8994 loss_bbox: 0.0578 loss_mask: 0.2042 2022/11/01 14:18:10 - mmengine - INFO - Epoch(train) [86][115/125] lr: 2.0000e-03 eta: 1:04:58 time: 0.3895 data_time: 0.0884 memory: 9232 loss: 0.3224 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0028 loss_cls: 0.0514 acc: 99.1699 loss_bbox: 0.0648 loss_mask: 0.2002 2022/11/01 14:18:13 - mmengine - INFO - Epoch(train) [86][120/125] lr: 2.0000e-03 eta: 1:04:54 time: 0.4486 data_time: 0.1254 memory: 9092 loss: 0.3332 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0032 loss_cls: 0.0557 acc: 98.8525 loss_bbox: 0.0730 loss_mask: 0.1976 2022/11/01 14:18:14 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:18:14 - mmengine - INFO - Epoch(train) [86][125/125] lr: 2.0000e-03 eta: 1:04:54 time: 0.4065 data_time: 0.1003 memory: 9301 loss: 0.3396 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0035 loss_cls: 0.0577 acc: 98.2666 loss_bbox: 0.0731 loss_mask: 0.2020 2022/11/01 14:18:17 - mmengine - INFO - Epoch(train) [87][5/125] lr: 2.0000e-03 eta: 1:04:54 time: 0.4140 data_time: 0.1184 memory: 9461 loss: 0.3536 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0042 loss_cls: 0.0619 acc: 98.7793 loss_bbox: 0.0834 loss_mask: 0.1997 2022/11/01 14:18:19 - mmengine - INFO - Epoch(train) [87][10/125] lr: 2.0000e-03 eta: 1:04:45 time: 0.4250 data_time: 0.1315 memory: 9108 loss: 0.3518 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0593 acc: 98.0957 loss_bbox: 0.0806 loss_mask: 0.2047 2022/11/01 14:18:21 - mmengine - INFO - Epoch(train) [87][15/125] lr: 2.0000e-03 eta: 1:04:45 time: 0.3789 data_time: 0.0847 memory: 9585 loss: 0.3383 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0035 loss_cls: 0.0583 acc: 96.2891 loss_bbox: 0.0798 loss_mask: 0.1921 2022/11/01 14:18:23 - mmengine - INFO - Epoch(train) [87][20/125] lr: 2.0000e-03 eta: 1:04:41 time: 0.3785 data_time: 0.0889 memory: 8937 loss: 0.3421 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0042 loss_cls: 0.0589 acc: 96.7285 loss_bbox: 0.0789 loss_mask: 0.1941 2022/11/01 14:18:24 - mmengine - INFO - Epoch(train) [87][25/125] lr: 2.0000e-03 eta: 1:04:41 time: 0.3842 data_time: 0.0917 memory: 9144 loss: 0.3219 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0032 loss_cls: 0.0515 acc: 99.0723 loss_bbox: 0.0672 loss_mask: 0.1964 2022/11/01 14:18:26 - mmengine - INFO - Epoch(train) [87][30/125] lr: 2.0000e-03 eta: 1:04:36 time: 0.3850 data_time: 0.0920 memory: 9046 loss: 0.3248 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0028 loss_cls: 0.0521 acc: 98.0713 loss_bbox: 0.0695 loss_mask: 0.1976 2022/11/01 14:18:28 - mmengine - INFO - Epoch(train) [87][35/125] lr: 2.0000e-03 eta: 1:04:36 time: 0.3752 data_time: 0.0918 memory: 9092 loss: 0.3327 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0029 loss_cls: 0.0519 acc: 98.4375 loss_bbox: 0.0751 loss_mask: 0.2002 2022/11/01 14:18:30 - mmengine - INFO - Epoch(train) [87][40/125] lr: 2.0000e-03 eta: 1:04:32 time: 0.3923 data_time: 0.1038 memory: 9491 loss: 0.3557 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0041 loss_cls: 0.0569 acc: 98.2666 loss_bbox: 0.0869 loss_mask: 0.2020 2022/11/01 14:18:32 - mmengine - INFO - Epoch(train) [87][45/125] lr: 2.0000e-03 eta: 1:04:32 time: 0.4074 data_time: 0.1189 memory: 8940 loss: 0.3625 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0044 loss_cls: 0.0627 acc: 97.8516 loss_bbox: 0.0848 loss_mask: 0.2041 2022/11/01 14:18:35 - mmengine - INFO - Epoch(train) [87][50/125] lr: 2.0000e-03 eta: 1:04:28 time: 0.4451 data_time: 0.1329 memory: 9262 loss: 0.3593 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0044 loss_cls: 0.0679 acc: 98.0469 loss_bbox: 0.0823 loss_mask: 0.1994 2022/11/01 14:18:37 - mmengine - INFO - Epoch(train) [87][55/125] lr: 2.0000e-03 eta: 1:04:28 time: 0.4713 data_time: 0.1389 memory: 9399 loss: 0.3670 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0046 loss_cls: 0.0670 acc: 98.2666 loss_bbox: 0.0879 loss_mask: 0.2017 2022/11/01 14:18:39 - mmengine - INFO - Epoch(train) [87][60/125] lr: 2.0000e-03 eta: 1:04:24 time: 0.4375 data_time: 0.1184 memory: 9085 loss: 0.3447 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0038 loss_cls: 0.0610 acc: 96.8750 loss_bbox: 0.0814 loss_mask: 0.1944 2022/11/01 14:18:41 - mmengine - INFO - Epoch(train) [87][65/125] lr: 2.0000e-03 eta: 1:04:24 time: 0.4370 data_time: 0.1190 memory: 9363 loss: 0.3617 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0042 loss_cls: 0.0685 acc: 97.8760 loss_bbox: 0.0852 loss_mask: 0.1993 2022/11/01 14:18:44 - mmengine - INFO - Epoch(train) [87][70/125] lr: 2.0000e-03 eta: 1:04:20 time: 0.4606 data_time: 0.1434 memory: 9396 loss: 0.3788 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0048 loss_cls: 0.0713 acc: 96.6553 loss_bbox: 0.0872 loss_mask: 0.2103 2022/11/01 14:18:46 - mmengine - INFO - Epoch(train) [87][75/125] lr: 2.0000e-03 eta: 1:04:20 time: 0.4639 data_time: 0.1580 memory: 9262 loss: 0.3490 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0046 loss_cls: 0.0687 acc: 99.2188 loss_bbox: 0.0814 loss_mask: 0.1899 2022/11/01 14:18:49 - mmengine - INFO - Epoch(train) [87][80/125] lr: 2.0000e-03 eta: 1:04:16 time: 0.4919 data_time: 0.1517 memory: 9380 loss: 0.3653 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0047 loss_cls: 0.0764 acc: 95.8740 loss_bbox: 0.0972 loss_mask: 0.1822 2022/11/01 14:18:51 - mmengine - INFO - Epoch(train) [87][85/125] lr: 2.0000e-03 eta: 1:04:16 time: 0.4677 data_time: 0.1249 memory: 9026 loss: 0.3591 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0037 loss_cls: 0.0706 acc: 96.9482 loss_bbox: 0.0928 loss_mask: 0.1878 2022/11/01 14:18:53 - mmengine - INFO - Epoch(train) [87][90/125] lr: 2.0000e-03 eta: 1:04:12 time: 0.3957 data_time: 0.0966 memory: 8967 loss: 0.3542 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0032 loss_cls: 0.0585 acc: 97.5586 loss_bbox: 0.0784 loss_mask: 0.2099 2022/11/01 14:18:55 - mmengine - INFO - Epoch(train) [87][95/125] lr: 2.0000e-03 eta: 1:04:12 time: 0.4156 data_time: 0.1107 memory: 9190 loss: 0.3849 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0047 loss_cls: 0.0605 acc: 97.3633 loss_bbox: 0.0841 loss_mask: 0.2297 2022/11/01 14:18:57 - mmengine - INFO - Epoch(train) [87][100/125] lr: 2.0000e-03 eta: 1:04:08 time: 0.4327 data_time: 0.1232 memory: 9370 loss: 0.3852 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0056 loss_cls: 0.0642 acc: 98.5352 loss_bbox: 0.0852 loss_mask: 0.2236 2022/11/01 14:18:59 - mmengine - INFO - Epoch(train) [87][105/125] lr: 2.0000e-03 eta: 1:04:08 time: 0.4092 data_time: 0.1146 memory: 8872 loss: 0.3744 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0042 loss_cls: 0.0641 acc: 97.7539 loss_bbox: 0.0776 loss_mask: 0.2229 2022/11/01 14:19:01 - mmengine - INFO - Epoch(train) [87][110/125] lr: 2.0000e-03 eta: 1:04:03 time: 0.3995 data_time: 0.1084 memory: 9245 loss: 0.3507 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0041 loss_cls: 0.0609 acc: 97.3877 loss_bbox: 0.0750 loss_mask: 0.2060 2022/11/01 14:19:03 - mmengine - INFO - Epoch(train) [87][115/125] lr: 2.0000e-03 eta: 1:04:03 time: 0.4104 data_time: 0.1108 memory: 9075 loss: 0.3444 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0043 loss_cls: 0.0609 acc: 97.8760 loss_bbox: 0.0809 loss_mask: 0.1933 2022/11/01 14:19:05 - mmengine - INFO - Epoch(train) [87][120/125] lr: 2.0000e-03 eta: 1:03:59 time: 0.4091 data_time: 0.1100 memory: 9462 loss: 0.3512 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0034 loss_cls: 0.0622 acc: 97.0459 loss_bbox: 0.0861 loss_mask: 0.1950 2022/11/01 14:19:07 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:19:07 - mmengine - INFO - Epoch(train) [87][125/125] lr: 2.0000e-03 eta: 1:03:59 time: 0.3607 data_time: 0.0702 memory: 8852 loss: 0.3463 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0031 loss_cls: 0.0574 acc: 98.1201 loss_bbox: 0.0760 loss_mask: 0.2050 2022/11/01 14:19:09 - mmengine - INFO - Epoch(train) [88][5/125] lr: 2.0000e-03 eta: 1:03:59 time: 0.4130 data_time: 0.1127 memory: 9432 loss: 0.3537 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0035 loss_cls: 0.0625 acc: 97.1191 loss_bbox: 0.0771 loss_mask: 0.2062 2022/11/01 14:19:12 - mmengine - INFO - Epoch(train) [88][10/125] lr: 2.0000e-03 eta: 1:03:51 time: 0.5071 data_time: 0.1705 memory: 9147 loss: 0.3611 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0038 loss_cls: 0.0624 acc: 98.1445 loss_bbox: 0.0818 loss_mask: 0.2092 2022/11/01 14:19:14 - mmengine - INFO - Epoch(train) [88][15/125] lr: 2.0000e-03 eta: 1:03:51 time: 0.4542 data_time: 0.1156 memory: 9360 loss: 0.3230 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0031 loss_cls: 0.0484 acc: 97.6807 loss_bbox: 0.0702 loss_mask: 0.1976 2022/11/01 14:19:16 - mmengine - INFO - Epoch(train) [88][20/125] lr: 2.0000e-03 eta: 1:03:47 time: 0.4027 data_time: 0.0952 memory: 9052 loss: 0.3239 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0026 loss_cls: 0.0518 acc: 95.6543 loss_bbox: 0.0706 loss_mask: 0.1957 2022/11/01 14:19:18 - mmengine - INFO - Epoch(train) [88][25/125] lr: 2.0000e-03 eta: 1:03:47 time: 0.4265 data_time: 0.1254 memory: 9442 loss: 0.3726 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0034 loss_cls: 0.0637 acc: 95.6787 loss_bbox: 0.0833 loss_mask: 0.2188 2022/11/01 14:19:20 - mmengine - INFO - Epoch(train) [88][30/125] lr: 2.0000e-03 eta: 1:03:43 time: 0.4270 data_time: 0.1253 memory: 8823 loss: 0.3699 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0042 loss_cls: 0.0650 acc: 97.7051 loss_bbox: 0.0819 loss_mask: 0.2141 2022/11/01 14:19:22 - mmengine - INFO - Epoch(train) [88][35/125] lr: 2.0000e-03 eta: 1:03:43 time: 0.3978 data_time: 0.0953 memory: 9181 loss: 0.3645 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0043 loss_cls: 0.0698 acc: 97.3145 loss_bbox: 0.0790 loss_mask: 0.2055 2022/11/01 14:19:24 - mmengine - INFO - Epoch(train) [88][40/125] lr: 2.0000e-03 eta: 1:03:38 time: 0.3834 data_time: 0.0836 memory: 8882 loss: 0.3368 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0035 loss_cls: 0.0636 acc: 98.4375 loss_bbox: 0.0752 loss_mask: 0.1898 2022/11/01 14:19:26 - mmengine - INFO - Epoch(train) [88][45/125] lr: 2.0000e-03 eta: 1:03:38 time: 0.4433 data_time: 0.1330 memory: 9285 loss: 0.2947 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0021 loss_cls: 0.0467 acc: 98.7305 loss_bbox: 0.0611 loss_mask: 0.1818 2022/11/01 14:19:29 - mmengine - INFO - Epoch(train) [88][50/125] lr: 2.0000e-03 eta: 1:03:35 time: 0.4920 data_time: 0.1590 memory: 9458 loss: 0.3302 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0030 loss_cls: 0.0583 acc: 96.5576 loss_bbox: 0.0792 loss_mask: 0.1859 2022/11/01 14:19:31 - mmengine - INFO - Epoch(train) [88][55/125] lr: 2.0000e-03 eta: 1:03:35 time: 0.4453 data_time: 0.1205 memory: 8947 loss: 0.3240 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0034 loss_cls: 0.0573 acc: 99.5361 loss_bbox: 0.0760 loss_mask: 0.1813 2022/11/01 14:19:33 - mmengine - INFO - Epoch(train) [88][60/125] lr: 2.0000e-03 eta: 1:03:31 time: 0.4204 data_time: 0.0991 memory: 9187 loss: 0.3224 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0033 loss_cls: 0.0555 acc: 96.7773 loss_bbox: 0.0732 loss_mask: 0.1848 2022/11/01 14:19:35 - mmengine - INFO - Epoch(train) [88][65/125] lr: 2.0000e-03 eta: 1:03:31 time: 0.4460 data_time: 0.1174 memory: 8895 loss: 0.3055 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0028 loss_cls: 0.0506 acc: 98.1445 loss_bbox: 0.0652 loss_mask: 0.1826 2022/11/01 14:19:37 - mmengine - INFO - Epoch(train) [88][70/125] lr: 2.0000e-03 eta: 1:03:27 time: 0.4492 data_time: 0.1252 memory: 9105 loss: 0.3087 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0027 loss_cls: 0.0452 acc: 97.2412 loss_bbox: 0.0601 loss_mask: 0.1972 2022/11/01 14:19:39 - mmengine - INFO - Epoch(train) [88][75/125] lr: 2.0000e-03 eta: 1:03:27 time: 0.4144 data_time: 0.1067 memory: 9173 loss: 0.3571 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0596 acc: 97.4121 loss_bbox: 0.0862 loss_mask: 0.2045 2022/11/01 14:19:41 - mmengine - INFO - Epoch(train) [88][80/125] lr: 2.0000e-03 eta: 1:03:22 time: 0.3840 data_time: 0.0918 memory: 9340 loss: 0.3710 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0039 loss_cls: 0.0648 acc: 96.2646 loss_bbox: 0.0896 loss_mask: 0.2091 2022/11/01 14:19:43 - mmengine - INFO - Epoch(train) [88][85/125] lr: 2.0000e-03 eta: 1:03:22 time: 0.3930 data_time: 0.1028 memory: 9748 loss: 0.3486 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0032 loss_cls: 0.0603 acc: 97.9492 loss_bbox: 0.0758 loss_mask: 0.2065 2022/11/01 14:19:45 - mmengine - INFO - Epoch(train) [88][90/125] lr: 2.0000e-03 eta: 1:03:18 time: 0.3963 data_time: 0.1033 memory: 9327 loss: 0.3505 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0038 loss_cls: 0.0619 acc: 98.1689 loss_bbox: 0.0798 loss_mask: 0.2021 2022/11/01 14:19:47 - mmengine - INFO - Epoch(train) [88][95/125] lr: 2.0000e-03 eta: 1:03:18 time: 0.3759 data_time: 0.0834 memory: 9046 loss: 0.3609 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0042 loss_cls: 0.0610 acc: 97.6807 loss_bbox: 0.0766 loss_mask: 0.2142 2022/11/01 14:19:49 - mmengine - INFO - Epoch(train) [88][100/125] lr: 2.0000e-03 eta: 1:03:13 time: 0.3768 data_time: 0.0862 memory: 8869 loss: 0.3370 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0032 loss_cls: 0.0531 acc: 98.0957 loss_bbox: 0.0635 loss_mask: 0.2126 2022/11/01 14:19:51 - mmengine - INFO - Epoch(train) [88][105/125] lr: 2.0000e-03 eta: 1:03:13 time: 0.4235 data_time: 0.1127 memory: 9291 loss: 0.3330 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0536 acc: 99.0234 loss_bbox: 0.0750 loss_mask: 0.1969 2022/11/01 14:19:53 - mmengine - INFO - Epoch(train) [88][110/125] lr: 2.0000e-03 eta: 1:03:09 time: 0.4234 data_time: 0.1146 memory: 9219 loss: 0.3312 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0038 loss_cls: 0.0549 acc: 98.1445 loss_bbox: 0.0828 loss_mask: 0.1850 2022/11/01 14:19:55 - mmengine - INFO - Epoch(train) [88][115/125] lr: 2.0000e-03 eta: 1:03:09 time: 0.3749 data_time: 0.0823 memory: 9474 loss: 0.3443 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0034 loss_cls: 0.0575 acc: 95.9473 loss_bbox: 0.0796 loss_mask: 0.1989 2022/11/01 14:19:57 - mmengine - INFO - Epoch(train) [88][120/125] lr: 2.0000e-03 eta: 1:03:04 time: 0.3841 data_time: 0.0909 memory: 9426 loss: 0.3516 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0033 loss_cls: 0.0590 acc: 95.7764 loss_bbox: 0.0790 loss_mask: 0.2054 2022/11/01 14:19:59 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:19:59 - mmengine - INFO - Epoch(train) [88][125/125] lr: 2.0000e-03 eta: 1:03:04 time: 0.3642 data_time: 0.0775 memory: 9347 loss: 0.3608 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0605 acc: 97.6318 loss_bbox: 0.0835 loss_mask: 0.2078 2022/11/01 14:20:01 - mmengine - INFO - Epoch(train) [89][5/125] lr: 2.0000e-03 eta: 1:03:04 time: 0.3928 data_time: 0.1119 memory: 8934 loss: 0.3279 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0039 loss_cls: 0.0509 acc: 98.2910 loss_bbox: 0.0667 loss_mask: 0.2021 2022/11/01 14:20:03 - mmengine - INFO - Epoch(train) [89][10/125] lr: 2.0000e-03 eta: 1:02:56 time: 0.4241 data_time: 0.1419 memory: 9386 loss: 0.3309 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0034 loss_cls: 0.0535 acc: 98.1201 loss_bbox: 0.0674 loss_mask: 0.2025 2022/11/01 14:20:05 - mmengine - INFO - Epoch(train) [89][15/125] lr: 2.0000e-03 eta: 1:02:56 time: 0.4036 data_time: 0.0955 memory: 9399 loss: 0.3652 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0044 loss_cls: 0.0624 acc: 99.1699 loss_bbox: 0.0845 loss_mask: 0.2102 2022/11/01 14:20:07 - mmengine - INFO - Epoch(train) [89][20/125] lr: 2.0000e-03 eta: 1:02:52 time: 0.4337 data_time: 0.1174 memory: 8997 loss: 0.3584 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0047 loss_cls: 0.0622 acc: 97.0215 loss_bbox: 0.0810 loss_mask: 0.2053 2022/11/01 14:20:10 - mmengine - INFO - Epoch(train) [89][25/125] lr: 2.0000e-03 eta: 1:02:52 time: 0.4619 data_time: 0.1480 memory: 10505 loss: 0.3591 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0044 loss_cls: 0.0664 acc: 97.2168 loss_bbox: 0.0835 loss_mask: 0.2000 2022/11/01 14:20:12 - mmengine - INFO - Epoch(train) [89][30/125] lr: 2.0000e-03 eta: 1:02:48 time: 0.4358 data_time: 0.1237 memory: 9416 loss: 0.3615 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0051 loss_cls: 0.0671 acc: 98.2666 loss_bbox: 0.0920 loss_mask: 0.1922 2022/11/01 14:20:14 - mmengine - INFO - Epoch(train) [89][35/125] lr: 2.0000e-03 eta: 1:02:48 time: 0.3817 data_time: 0.0867 memory: 9085 loss: 0.3838 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0055 loss_cls: 0.0669 acc: 95.8252 loss_bbox: 0.0905 loss_mask: 0.2134 2022/11/01 14:20:15 - mmengine - INFO - Epoch(train) [89][40/125] lr: 2.0000e-03 eta: 1:02:43 time: 0.3730 data_time: 0.0848 memory: 9157 loss: 0.3688 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0037 loss_cls: 0.0606 acc: 97.6807 loss_bbox: 0.0757 loss_mask: 0.2242 2022/11/01 14:20:17 - mmengine - INFO - Epoch(train) [89][45/125] lr: 2.0000e-03 eta: 1:02:43 time: 0.3856 data_time: 0.0986 memory: 9494 loss: 0.3423 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0029 loss_cls: 0.0584 acc: 97.9248 loss_bbox: 0.0787 loss_mask: 0.1997 2022/11/01 14:20:19 - mmengine - INFO - Epoch(train) [89][50/125] lr: 2.0000e-03 eta: 1:02:38 time: 0.3843 data_time: 0.0962 memory: 9092 loss: 0.3275 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0033 loss_cls: 0.0569 acc: 98.8525 loss_bbox: 0.0756 loss_mask: 0.1857 2022/11/01 14:20:21 - mmengine - INFO - Epoch(train) [89][55/125] lr: 2.0000e-03 eta: 1:02:38 time: 0.3768 data_time: 0.0864 memory: 9383 loss: 0.3239 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0034 loss_cls: 0.0550 acc: 96.8018 loss_bbox: 0.0704 loss_mask: 0.1884 2022/11/01 14:20:23 - mmengine - INFO - Epoch(train) [89][60/125] lr: 2.0000e-03 eta: 1:02:34 time: 0.3922 data_time: 0.0990 memory: 9301 loss: 0.3491 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0035 loss_cls: 0.0617 acc: 96.3379 loss_bbox: 0.0835 loss_mask: 0.1955 2022/11/01 14:20:26 - mmengine - INFO - Epoch(train) [89][65/125] lr: 2.0000e-03 eta: 1:02:34 time: 0.4509 data_time: 0.1441 memory: 9258 loss: 0.3616 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0039 loss_cls: 0.0625 acc: 97.2900 loss_bbox: 0.0810 loss_mask: 0.2098 2022/11/01 14:20:28 - mmengine - INFO - Epoch(train) [89][70/125] lr: 2.0000e-03 eta: 1:02:30 time: 0.4356 data_time: 0.1240 memory: 9101 loss: 0.3768 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0042 loss_cls: 0.0631 acc: 98.9746 loss_bbox: 0.0800 loss_mask: 0.2249 2022/11/01 14:20:29 - mmengine - INFO - Epoch(train) [89][75/125] lr: 2.0000e-03 eta: 1:02:30 time: 0.3704 data_time: 0.0786 memory: 9337 loss: 0.3504 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0033 loss_cls: 0.0584 acc: 99.1943 loss_bbox: 0.0744 loss_mask: 0.2089 2022/11/01 14:20:31 - mmengine - INFO - Epoch(train) [89][80/125] lr: 2.0000e-03 eta: 1:02:25 time: 0.3890 data_time: 0.0996 memory: 9350 loss: 0.3460 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0037 loss_cls: 0.0593 acc: 97.3389 loss_bbox: 0.0798 loss_mask: 0.1978 2022/11/01 14:20:33 - mmengine - INFO - Epoch(train) [89][85/125] lr: 2.0000e-03 eta: 1:02:25 time: 0.4102 data_time: 0.1171 memory: 9183 loss: 0.3583 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0047 loss_cls: 0.0624 acc: 97.0215 loss_bbox: 0.0868 loss_mask: 0.1988 2022/11/01 14:20:35 - mmengine - INFO - Epoch(train) [89][90/125] lr: 2.0000e-03 eta: 1:02:21 time: 0.3797 data_time: 0.0945 memory: 9206 loss: 0.3413 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0039 loss_cls: 0.0583 acc: 96.0205 loss_bbox: 0.0808 loss_mask: 0.1929 2022/11/01 14:20:37 - mmengine - INFO - Epoch(train) [89][95/125] lr: 2.0000e-03 eta: 1:02:21 time: 0.3494 data_time: 0.0679 memory: 9252 loss: 0.3246 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0035 loss_cls: 0.0560 acc: 98.1934 loss_bbox: 0.0763 loss_mask: 0.1845 2022/11/01 14:20:39 - mmengine - INFO - Epoch(train) [89][100/125] lr: 2.0000e-03 eta: 1:02:16 time: 0.3731 data_time: 0.0870 memory: 9363 loss: 0.3376 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0038 loss_cls: 0.0599 acc: 95.0439 loss_bbox: 0.0774 loss_mask: 0.1926 2022/11/01 14:20:41 - mmengine - INFO - Epoch(train) [89][105/125] lr: 2.0000e-03 eta: 1:02:16 time: 0.4039 data_time: 0.1200 memory: 9321 loss: 0.3393 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0037 loss_cls: 0.0599 acc: 97.9492 loss_bbox: 0.0802 loss_mask: 0.1911 2022/11/01 14:20:43 - mmengine - INFO - Epoch(train) [89][110/125] lr: 2.0000e-03 eta: 1:02:12 time: 0.4095 data_time: 0.1129 memory: 9124 loss: 0.3508 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0032 loss_cls: 0.0615 acc: 98.1445 loss_bbox: 0.0819 loss_mask: 0.1987 2022/11/01 14:20:45 - mmengine - INFO - Epoch(train) [89][115/125] lr: 2.0000e-03 eta: 1:02:12 time: 0.4017 data_time: 0.0931 memory: 9259 loss: 0.3693 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0036 loss_cls: 0.0677 acc: 97.7783 loss_bbox: 0.0862 loss_mask: 0.2071 2022/11/01 14:20:47 - mmengine - INFO - Epoch(train) [89][120/125] lr: 2.0000e-03 eta: 1:02:07 time: 0.3851 data_time: 0.0888 memory: 9542 loss: 0.3493 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0044 loss_cls: 0.0641 acc: 98.0469 loss_bbox: 0.0822 loss_mask: 0.1947 2022/11/01 14:20:49 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:20:49 - mmengine - INFO - Epoch(train) [89][125/125] lr: 2.0000e-03 eta: 1:02:07 time: 0.3579 data_time: 0.0687 memory: 9180 loss: 0.3383 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0037 loss_cls: 0.0573 acc: 95.3613 loss_bbox: 0.0724 loss_mask: 0.2017 2022/11/01 14:20:51 - mmengine - INFO - Epoch(train) [90][5/125] lr: 2.0000e-03 eta: 1:02:07 time: 0.4069 data_time: 0.1197 memory: 8977 loss: 0.3483 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0029 loss_cls: 0.0579 acc: 97.9004 loss_bbox: 0.0692 loss_mask: 0.2150 2022/11/01 14:20:53 - mmengine - INFO - Epoch(train) [90][10/125] lr: 2.0000e-03 eta: 1:01:59 time: 0.4261 data_time: 0.1371 memory: 9592 loss: 0.3616 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0031 loss_cls: 0.0627 acc: 98.1689 loss_bbox: 0.0769 loss_mask: 0.2144 2022/11/01 14:20:55 - mmengine - INFO - Epoch(train) [90][15/125] lr: 2.0000e-03 eta: 1:01:59 time: 0.4014 data_time: 0.1165 memory: 8963 loss: 0.3325 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0029 loss_cls: 0.0547 acc: 98.5352 loss_bbox: 0.0707 loss_mask: 0.2007 2022/11/01 14:20:57 - mmengine - INFO - Epoch(train) [90][20/125] lr: 2.0000e-03 eta: 1:01:54 time: 0.4006 data_time: 0.1126 memory: 9324 loss: 0.3324 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0043 loss_cls: 0.0614 acc: 97.1924 loss_bbox: 0.0788 loss_mask: 0.1845 2022/11/01 14:20:59 - mmengine - INFO - Epoch(train) [90][25/125] lr: 2.0000e-03 eta: 1:01:54 time: 0.4329 data_time: 0.1158 memory: 9340 loss: 0.3745 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0049 loss_cls: 0.0721 acc: 95.6787 loss_bbox: 0.0986 loss_mask: 0.1951 2022/11/01 14:21:02 - mmengine - INFO - Epoch(train) [90][30/125] lr: 2.0000e-03 eta: 1:01:51 time: 0.4856 data_time: 0.1364 memory: 9259 loss: 0.3894 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0046 loss_cls: 0.0678 acc: 98.0957 loss_bbox: 0.0938 loss_mask: 0.2182 2022/11/01 14:21:04 - mmengine - INFO - Epoch(train) [90][35/125] lr: 2.0000e-03 eta: 1:01:51 time: 0.4599 data_time: 0.1207 memory: 8990 loss: 0.3611 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0041 loss_cls: 0.0652 acc: 96.8506 loss_bbox: 0.0794 loss_mask: 0.2080 2022/11/01 14:21:06 - mmengine - INFO - Epoch(train) [90][40/125] lr: 2.0000e-03 eta: 1:01:47 time: 0.4274 data_time: 0.1168 memory: 9003 loss: 0.3566 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0028 loss_cls: 0.0601 acc: 98.0957 loss_bbox: 0.0718 loss_mask: 0.2186 2022/11/01 14:21:08 - mmengine - INFO - Epoch(train) [90][45/125] lr: 2.0000e-03 eta: 1:01:47 time: 0.4120 data_time: 0.1012 memory: 9311 loss: 0.3673 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0031 loss_cls: 0.0652 acc: 98.2910 loss_bbox: 0.0787 loss_mask: 0.2160 2022/11/01 14:21:10 - mmengine - INFO - Epoch(train) [90][50/125] lr: 2.0000e-03 eta: 1:01:42 time: 0.3935 data_time: 0.0880 memory: 9177 loss: 0.3416 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0034 loss_cls: 0.0625 acc: 97.0703 loss_bbox: 0.0812 loss_mask: 0.1897 2022/11/01 14:21:12 - mmengine - INFO - Epoch(train) [90][55/125] lr: 2.0000e-03 eta: 1:01:42 time: 0.4024 data_time: 0.1025 memory: 8984 loss: 0.3108 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0029 loss_cls: 0.0488 acc: 98.9502 loss_bbox: 0.0672 loss_mask: 0.1875 2022/11/01 14:21:14 - mmengine - INFO - Epoch(train) [90][60/125] lr: 2.0000e-03 eta: 1:01:38 time: 0.4294 data_time: 0.1142 memory: 9317 loss: 0.3339 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0033 loss_cls: 0.0552 acc: 97.6807 loss_bbox: 0.0782 loss_mask: 0.1934 2022/11/01 14:21:16 - mmengine - INFO - Epoch(train) [90][65/125] lr: 2.0000e-03 eta: 1:01:38 time: 0.4297 data_time: 0.1177 memory: 9200 loss: 0.3622 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0040 loss_cls: 0.0650 acc: 97.5830 loss_bbox: 0.0864 loss_mask: 0.2024 2022/11/01 14:21:18 - mmengine - INFO - Epoch(train) [90][70/125] lr: 2.0000e-03 eta: 1:01:34 time: 0.4179 data_time: 0.1228 memory: 9416 loss: 0.3531 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0047 loss_cls: 0.0677 acc: 96.1914 loss_bbox: 0.0811 loss_mask: 0.1961 2022/11/01 14:21:21 - mmengine - INFO - Epoch(train) [90][75/125] lr: 2.0000e-03 eta: 1:01:34 time: 0.4258 data_time: 0.1187 memory: 9327 loss: 0.3848 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0046 loss_cls: 0.0708 acc: 97.7783 loss_bbox: 0.0892 loss_mask: 0.2174 2022/11/01 14:21:23 - mmengine - INFO - Epoch(train) [90][80/125] lr: 2.0000e-03 eta: 1:01:30 time: 0.4614 data_time: 0.1213 memory: 8984 loss: 0.3619 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0034 loss_cls: 0.0589 acc: 98.1689 loss_bbox: 0.0779 loss_mask: 0.2183 2022/11/01 14:21:25 - mmengine - INFO - Epoch(train) [90][85/125] lr: 2.0000e-03 eta: 1:01:30 time: 0.4539 data_time: 0.1188 memory: 9258 loss: 0.3397 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0576 acc: 96.3867 loss_bbox: 0.0798 loss_mask: 0.1932 2022/11/01 14:21:28 - mmengine - INFO - Epoch(train) [90][90/125] lr: 2.0000e-03 eta: 1:01:26 time: 0.4541 data_time: 0.1350 memory: 9601 loss: 0.3677 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0057 loss_cls: 0.0679 acc: 95.2881 loss_bbox: 0.0932 loss_mask: 0.1954 2022/11/01 14:21:30 - mmengine - INFO - Epoch(train) [90][95/125] lr: 2.0000e-03 eta: 1:01:26 time: 0.4528 data_time: 0.1377 memory: 9432 loss: 0.3487 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0043 loss_cls: 0.0591 acc: 97.4365 loss_bbox: 0.0853 loss_mask: 0.1955 2022/11/01 14:21:32 - mmengine - INFO - Epoch(train) [90][100/125] lr: 2.0000e-03 eta: 1:01:22 time: 0.3979 data_time: 0.0927 memory: 9023 loss: 0.3551 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0034 loss_cls: 0.0594 acc: 96.8262 loss_bbox: 0.0826 loss_mask: 0.2060 2022/11/01 14:21:33 - mmengine - INFO - Epoch(train) [90][105/125] lr: 2.0000e-03 eta: 1:01:22 time: 0.3775 data_time: 0.0787 memory: 9026 loss: 0.3608 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0637 acc: 99.1211 loss_bbox: 0.0797 loss_mask: 0.2106 2022/11/01 14:21:35 - mmengine - INFO - Epoch(train) [90][110/125] lr: 2.0000e-03 eta: 1:01:17 time: 0.3741 data_time: 0.0837 memory: 9226 loss: 0.3511 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0031 loss_cls: 0.0612 acc: 97.7295 loss_bbox: 0.0798 loss_mask: 0.2030 2022/11/01 14:21:38 - mmengine - INFO - Epoch(train) [90][115/125] lr: 2.0000e-03 eta: 1:01:17 time: 0.4063 data_time: 0.1079 memory: 9105 loss: 0.3229 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0028 loss_cls: 0.0498 acc: 98.5596 loss_bbox: 0.0697 loss_mask: 0.1971 2022/11/01 14:21:40 - mmengine - INFO - Epoch(train) [90][120/125] lr: 2.0000e-03 eta: 1:01:14 time: 0.4700 data_time: 0.1394 memory: 9529 loss: 0.3097 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0030 loss_cls: 0.0482 acc: 97.9004 loss_bbox: 0.0670 loss_mask: 0.1875 2022/11/01 14:21:42 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:21:42 - mmengine - INFO - Epoch(train) [90][125/125] lr: 2.0000e-03 eta: 1:01:14 time: 0.4462 data_time: 0.1089 memory: 9386 loss: 0.3558 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0046 loss_cls: 0.0651 acc: 97.7295 loss_bbox: 0.0895 loss_mask: 0.1912 2022/11/01 14:21:44 - mmengine - INFO - Epoch(train) [91][5/125] lr: 2.0000e-03 eta: 1:01:14 time: 0.4333 data_time: 0.1209 memory: 9184 loss: 0.3528 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0042 loss_cls: 0.0612 acc: 97.2900 loss_bbox: 0.0870 loss_mask: 0.1955 2022/11/01 14:21:47 - mmengine - INFO - Epoch(train) [91][10/125] lr: 2.0000e-03 eta: 1:01:06 time: 0.4883 data_time: 0.1854 memory: 9236 loss: 0.3163 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0030 loss_cls: 0.0537 acc: 98.8037 loss_bbox: 0.0714 loss_mask: 0.1844 2022/11/01 14:21:49 - mmengine - INFO - Epoch(train) [91][15/125] lr: 2.0000e-03 eta: 1:01:06 time: 0.4668 data_time: 0.1419 memory: 10435 loss: 0.3590 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0039 loss_cls: 0.0708 acc: 96.5332 loss_bbox: 0.0850 loss_mask: 0.1951 2022/11/01 14:21:51 - mmengine - INFO - Epoch(train) [91][20/125] lr: 2.0000e-03 eta: 1:01:02 time: 0.4085 data_time: 0.0888 memory: 9219 loss: 0.3695 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0044 loss_cls: 0.0741 acc: 96.8262 loss_bbox: 0.0894 loss_mask: 0.1971 2022/11/01 14:21:53 - mmengine - INFO - Epoch(train) [91][25/125] lr: 2.0000e-03 eta: 1:01:02 time: 0.3754 data_time: 0.0838 memory: 9204 loss: 0.3368 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0036 loss_cls: 0.0657 acc: 97.6318 loss_bbox: 0.0799 loss_mask: 0.1839 2022/11/01 14:21:55 - mmengine - INFO - Epoch(train) [91][30/125] lr: 2.0000e-03 eta: 1:00:57 time: 0.3726 data_time: 0.0814 memory: 9082 loss: 0.3239 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0031 loss_cls: 0.0572 acc: 97.1436 loss_bbox: 0.0737 loss_mask: 0.1862 2022/11/01 14:21:57 - mmengine - INFO - Epoch(train) [91][35/125] lr: 2.0000e-03 eta: 1:00:57 time: 0.3898 data_time: 0.0955 memory: 8849 loss: 0.3172 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0024 loss_cls: 0.0480 acc: 98.3154 loss_bbox: 0.0653 loss_mask: 0.1989 2022/11/01 14:21:59 - mmengine - INFO - Epoch(train) [91][40/125] lr: 2.0000e-03 eta: 1:00:53 time: 0.4088 data_time: 0.1009 memory: 9598 loss: 0.3703 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0037 loss_cls: 0.0635 acc: 98.1201 loss_bbox: 0.0829 loss_mask: 0.2164 2022/11/01 14:22:01 - mmengine - INFO - Epoch(train) [91][45/125] lr: 2.0000e-03 eta: 1:00:53 time: 0.4346 data_time: 0.1177 memory: 9222 loss: 0.3800 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0042 loss_cls: 0.0687 acc: 97.2412 loss_bbox: 0.0865 loss_mask: 0.2159 2022/11/01 14:22:03 - mmengine - INFO - Epoch(train) [91][50/125] lr: 2.0000e-03 eta: 1:00:49 time: 0.4533 data_time: 0.1383 memory: 9360 loss: 0.3781 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0044 loss_cls: 0.0677 acc: 97.3877 loss_bbox: 0.0868 loss_mask: 0.2149 2022/11/01 14:22:05 - mmengine - INFO - Epoch(train) [91][55/125] lr: 2.0000e-03 eta: 1:00:49 time: 0.4089 data_time: 0.1067 memory: 8967 loss: 0.3619 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0043 loss_cls: 0.0638 acc: 97.7051 loss_bbox: 0.0845 loss_mask: 0.2056 2022/11/01 14:22:07 - mmengine - INFO - Epoch(train) [91][60/125] lr: 2.0000e-03 eta: 1:00:44 time: 0.3737 data_time: 0.0818 memory: 9232 loss: 0.3182 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0027 loss_cls: 0.0535 acc: 99.1943 loss_bbox: 0.0665 loss_mask: 0.1917 2022/11/01 14:22:09 - mmengine - INFO - Epoch(train) [91][65/125] lr: 2.0000e-03 eta: 1:00:44 time: 0.3992 data_time: 0.0927 memory: 9190 loss: 0.3265 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0028 loss_cls: 0.0563 acc: 98.8770 loss_bbox: 0.0667 loss_mask: 0.1967 2022/11/01 14:22:11 - mmengine - INFO - Epoch(train) [91][70/125] lr: 2.0000e-03 eta: 1:00:40 time: 0.4331 data_time: 0.1188 memory: 9324 loss: 0.3485 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0031 loss_cls: 0.0572 acc: 97.8027 loss_bbox: 0.0769 loss_mask: 0.2079 2022/11/01 14:22:13 - mmengine - INFO - Epoch(train) [91][75/125] lr: 2.0000e-03 eta: 1:00:40 time: 0.4254 data_time: 0.1245 memory: 9862 loss: 0.3605 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0038 loss_cls: 0.0643 acc: 94.4092 loss_bbox: 0.0918 loss_mask: 0.1972 2022/11/01 14:22:15 - mmengine - INFO - Epoch(train) [91][80/125] lr: 2.0000e-03 eta: 1:00:36 time: 0.4064 data_time: 0.0937 memory: 9118 loss: 0.3543 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0043 loss_cls: 0.0658 acc: 98.2178 loss_bbox: 0.0904 loss_mask: 0.1902 2022/11/01 14:22:18 - mmengine - INFO - Epoch(train) [91][85/125] lr: 2.0000e-03 eta: 1:00:36 time: 0.4333 data_time: 0.1005 memory: 9039 loss: 0.3395 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0593 acc: 97.9736 loss_bbox: 0.0753 loss_mask: 0.1980 2022/11/01 14:22:20 - mmengine - INFO - Epoch(train) [91][90/125] lr: 2.0000e-03 eta: 1:00:32 time: 0.4324 data_time: 0.1160 memory: 9425 loss: 0.3174 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0031 loss_cls: 0.0565 acc: 97.5586 loss_bbox: 0.0714 loss_mask: 0.1834 2022/11/01 14:22:22 - mmengine - INFO - Epoch(train) [91][95/125] lr: 2.0000e-03 eta: 1:00:32 time: 0.4009 data_time: 0.0994 memory: 9585 loss: 0.3156 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0034 loss_cls: 0.0572 acc: 96.7529 loss_bbox: 0.0729 loss_mask: 0.1784 2022/11/01 14:22:24 - mmengine - INFO - Epoch(train) [91][100/125] lr: 2.0000e-03 eta: 1:00:27 time: 0.3790 data_time: 0.0807 memory: 9555 loss: 0.3533 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0037 loss_cls: 0.0663 acc: 97.9736 loss_bbox: 0.0824 loss_mask: 0.1959 2022/11/01 14:22:25 - mmengine - INFO - Epoch(train) [91][105/125] lr: 2.0000e-03 eta: 1:00:27 time: 0.3701 data_time: 0.0794 memory: 9000 loss: 0.3603 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0034 loss_cls: 0.0700 acc: 97.8516 loss_bbox: 0.0791 loss_mask: 0.2037 2022/11/01 14:22:28 - mmengine - INFO - Epoch(train) [91][110/125] lr: 2.0000e-03 eta: 1:00:23 time: 0.3930 data_time: 0.1044 memory: 9000 loss: 0.3130 loss_rpn_cls: 0.0021 loss_rpn_bbox: 0.0024 loss_cls: 0.0564 acc: 96.1426 loss_bbox: 0.0607 loss_mask: 0.1915 2022/11/01 14:22:29 - mmengine - INFO - Epoch(train) [91][115/125] lr: 2.0000e-03 eta: 1:00:23 time: 0.4003 data_time: 0.1104 memory: 9409 loss: 0.3074 loss_rpn_cls: 0.0018 loss_rpn_bbox: 0.0025 loss_cls: 0.0522 acc: 97.6074 loss_bbox: 0.0680 loss_mask: 0.1829 2022/11/01 14:22:31 - mmengine - INFO - Epoch(train) [91][120/125] lr: 2.0000e-03 eta: 1:00:18 time: 0.3828 data_time: 0.0896 memory: 9373 loss: 0.3586 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0033 loss_cls: 0.0647 acc: 97.5586 loss_bbox: 0.0866 loss_mask: 0.2014 2022/11/01 14:22:33 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:22:33 - mmengine - INFO - Epoch(train) [91][125/125] lr: 2.0000e-03 eta: 1:00:18 time: 0.3566 data_time: 0.0664 memory: 9455 loss: 0.3822 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0035 loss_cls: 0.0695 acc: 96.3623 loss_bbox: 0.0882 loss_mask: 0.2174 2022/11/01 14:22:36 - mmengine - INFO - Epoch(train) [92][5/125] lr: 2.0000e-03 eta: 1:00:18 time: 0.4253 data_time: 0.1341 memory: 9696 loss: 0.3761 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0048 loss_cls: 0.0685 acc: 95.4346 loss_bbox: 0.0912 loss_mask: 0.2078 2022/11/01 14:22:38 - mmengine - INFO - Epoch(train) [92][10/125] lr: 2.0000e-03 eta: 1:00:10 time: 0.4772 data_time: 0.1787 memory: 9458 loss: 0.3597 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0047 loss_cls: 0.0644 acc: 97.3877 loss_bbox: 0.0882 loss_mask: 0.1989 2022/11/01 14:22:40 - mmengine - INFO - Epoch(train) [92][15/125] lr: 2.0000e-03 eta: 1:00:10 time: 0.4281 data_time: 0.1101 memory: 9399 loss: 0.3239 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0034 loss_cls: 0.0548 acc: 98.5596 loss_bbox: 0.0759 loss_mask: 0.1867 2022/11/01 14:22:42 - mmengine - INFO - Epoch(train) [92][20/125] lr: 2.0000e-03 eta: 1:00:06 time: 0.3999 data_time: 0.0872 memory: 9689 loss: 0.3158 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0032 loss_cls: 0.0533 acc: 97.8516 loss_bbox: 0.0752 loss_mask: 0.1815 2022/11/01 14:22:44 - mmengine - INFO - Epoch(train) [92][25/125] lr: 2.0000e-03 eta: 1:00:06 time: 0.3861 data_time: 0.0994 memory: 9196 loss: 0.3337 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0032 loss_cls: 0.0612 acc: 98.8281 loss_bbox: 0.0716 loss_mask: 0.1933 2022/11/01 14:22:46 - mmengine - INFO - Epoch(train) [92][30/125] lr: 2.0000e-03 eta: 1:00:02 time: 0.4195 data_time: 0.1286 memory: 9337 loss: 0.3541 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0036 loss_cls: 0.0603 acc: 96.8262 loss_bbox: 0.0802 loss_mask: 0.2051 2022/11/01 14:22:48 - mmengine - INFO - Epoch(train) [92][35/125] lr: 2.0000e-03 eta: 1:00:02 time: 0.4187 data_time: 0.1098 memory: 10248 loss: 0.3996 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0044 loss_cls: 0.0647 acc: 97.6074 loss_bbox: 0.1011 loss_mask: 0.2253 2022/11/01 14:22:50 - mmengine - INFO - Epoch(train) [92][40/125] lr: 2.0000e-03 eta: 0:59:57 time: 0.3860 data_time: 0.0746 memory: 8927 loss: 0.3667 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0039 loss_cls: 0.0613 acc: 98.9746 loss_bbox: 0.0820 loss_mask: 0.2148 2022/11/01 14:22:52 - mmengine - INFO - Epoch(train) [92][45/125] lr: 2.0000e-03 eta: 0:59:57 time: 0.4173 data_time: 0.1060 memory: 9514 loss: 0.3593 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0039 loss_cls: 0.0670 acc: 94.7998 loss_bbox: 0.0810 loss_mask: 0.2022 2022/11/01 14:22:54 - mmengine - INFO - Epoch(train) [92][50/125] lr: 2.0000e-03 eta: 0:59:53 time: 0.4414 data_time: 0.1364 memory: 8813 loss: 0.3657 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0035 loss_cls: 0.0647 acc: 98.8770 loss_bbox: 0.0811 loss_mask: 0.2119 2022/11/01 14:22:56 - mmengine - INFO - Epoch(train) [92][55/125] lr: 2.0000e-03 eta: 0:59:53 time: 0.4086 data_time: 0.1221 memory: 9059 loss: 0.3253 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0033 loss_cls: 0.0530 acc: 97.3145 loss_bbox: 0.0677 loss_mask: 0.1973 2022/11/01 14:22:58 - mmengine - INFO - Epoch(train) [92][60/125] lr: 2.0000e-03 eta: 0:59:49 time: 0.3692 data_time: 0.0905 memory: 8862 loss: 0.3285 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0037 loss_cls: 0.0568 acc: 97.4609 loss_bbox: 0.0714 loss_mask: 0.1929 2022/11/01 14:23:00 - mmengine - INFO - Epoch(train) [92][65/125] lr: 2.0000e-03 eta: 0:59:49 time: 0.3708 data_time: 0.0791 memory: 8918 loss: 0.3269 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0501 acc: 97.8271 loss_bbox: 0.0625 loss_mask: 0.2069 2022/11/01 14:23:02 - mmengine - INFO - Epoch(train) [92][70/125] lr: 2.0000e-03 eta: 0:59:44 time: 0.4031 data_time: 0.1101 memory: 9157 loss: 0.3243 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0032 loss_cls: 0.0478 acc: 97.0459 loss_bbox: 0.0644 loss_mask: 0.2049 2022/11/01 14:23:04 - mmengine - INFO - Epoch(train) [92][75/125] lr: 2.0000e-03 eta: 0:59:44 time: 0.4164 data_time: 0.1380 memory: 9455 loss: 0.3070 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0026 loss_cls: 0.0488 acc: 98.4863 loss_bbox: 0.0618 loss_mask: 0.1909 2022/11/01 14:23:06 - mmengine - INFO - Epoch(train) [92][80/125] lr: 2.0000e-03 eta: 0:59:40 time: 0.4305 data_time: 0.1253 memory: 9478 loss: 0.3432 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0046 loss_cls: 0.0651 acc: 97.7539 loss_bbox: 0.0814 loss_mask: 0.1879 2022/11/01 14:23:08 - mmengine - INFO - Epoch(train) [92][85/125] lr: 2.0000e-03 eta: 0:59:40 time: 0.4072 data_time: 0.1007 memory: 9066 loss: 0.3561 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0056 loss_cls: 0.0659 acc: 97.9492 loss_bbox: 0.0900 loss_mask: 0.1884 2022/11/01 14:23:10 - mmengine - INFO - Epoch(train) [92][90/125] lr: 2.0000e-03 eta: 0:59:36 time: 0.3838 data_time: 0.1004 memory: 8981 loss: 0.3232 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0034 loss_cls: 0.0506 acc: 98.1689 loss_bbox: 0.0651 loss_mask: 0.1992 2022/11/01 14:23:12 - mmengine - INFO - Epoch(train) [92][95/125] lr: 2.0000e-03 eta: 0:59:36 time: 0.3823 data_time: 0.1007 memory: 9059 loss: 0.3193 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0026 loss_cls: 0.0522 acc: 97.9492 loss_bbox: 0.0593 loss_mask: 0.2021 2022/11/01 14:23:14 - mmengine - INFO - Epoch(train) [92][100/125] lr: 2.0000e-03 eta: 0:59:31 time: 0.3898 data_time: 0.0902 memory: 10357 loss: 0.3554 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0035 loss_cls: 0.0602 acc: 97.2168 loss_bbox: 0.0813 loss_mask: 0.2066 2022/11/01 14:23:16 - mmengine - INFO - Epoch(train) [92][105/125] lr: 2.0000e-03 eta: 0:59:31 time: 0.4104 data_time: 0.0911 memory: 9164 loss: 0.3706 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0039 loss_cls: 0.0649 acc: 98.1445 loss_bbox: 0.0903 loss_mask: 0.2080 2022/11/01 14:23:18 - mmengine - INFO - Epoch(train) [92][110/125] lr: 2.0000e-03 eta: 0:59:27 time: 0.4465 data_time: 0.1224 memory: 9010 loss: 0.3674 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0039 loss_cls: 0.0641 acc: 97.6318 loss_bbox: 0.0828 loss_mask: 0.2116 2022/11/01 14:23:20 - mmengine - INFO - Epoch(train) [92][115/125] lr: 2.0000e-03 eta: 0:59:27 time: 0.4392 data_time: 0.1141 memory: 9324 loss: 0.3590 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0037 loss_cls: 0.0573 acc: 99.0967 loss_bbox: 0.0814 loss_mask: 0.2119 2022/11/01 14:23:22 - mmengine - INFO - Epoch(train) [92][120/125] lr: 2.0000e-03 eta: 0:59:23 time: 0.3844 data_time: 0.0704 memory: 9226 loss: 0.3349 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0034 loss_cls: 0.0509 acc: 97.9004 loss_bbox: 0.0782 loss_mask: 0.1997 2022/11/01 14:23:24 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:23:24 - mmengine - INFO - Epoch(train) [92][125/125] lr: 2.0000e-03 eta: 0:59:23 time: 0.3474 data_time: 0.0490 memory: 9030 loss: 0.3240 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0027 loss_cls: 0.0508 acc: 98.7305 loss_bbox: 0.0673 loss_mask: 0.2008 2022/11/01 14:23:27 - mmengine - INFO - Epoch(train) [93][5/125] lr: 2.0000e-03 eta: 0:59:23 time: 0.4219 data_time: 0.1179 memory: 9535 loss: 0.3551 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0040 loss_cls: 0.0664 acc: 97.9736 loss_bbox: 0.0819 loss_mask: 0.1989 2022/11/01 14:23:29 - mmengine - INFO - Epoch(train) [93][10/125] lr: 2.0000e-03 eta: 0:59:15 time: 0.4587 data_time: 0.1622 memory: 9072 loss: 0.3833 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0049 loss_cls: 0.0760 acc: 97.8271 loss_bbox: 0.0932 loss_mask: 0.2036 2022/11/01 14:23:30 - mmengine - INFO - Epoch(train) [93][15/125] lr: 2.0000e-03 eta: 0:59:15 time: 0.3875 data_time: 0.1061 memory: 9370 loss: 0.3534 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0037 loss_cls: 0.0637 acc: 98.8525 loss_bbox: 0.0823 loss_mask: 0.1994 2022/11/01 14:23:32 - mmengine - INFO - Epoch(train) [93][20/125] lr: 2.0000e-03 eta: 0:59:10 time: 0.3763 data_time: 0.0828 memory: 9046 loss: 0.3338 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0033 loss_cls: 0.0537 acc: 98.2422 loss_bbox: 0.0800 loss_mask: 0.1926 2022/11/01 14:23:34 - mmengine - INFO - Epoch(train) [93][25/125] lr: 2.0000e-03 eta: 0:59:10 time: 0.3856 data_time: 0.0895 memory: 9160 loss: 0.3136 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0037 loss_cls: 0.0508 acc: 99.2920 loss_bbox: 0.0696 loss_mask: 0.1843 2022/11/01 14:23:36 - mmengine - INFO - Epoch(train) [93][30/125] lr: 2.0000e-03 eta: 0:59:06 time: 0.4150 data_time: 0.1238 memory: 9134 loss: 0.3265 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0041 loss_cls: 0.0586 acc: 95.2637 loss_bbox: 0.0717 loss_mask: 0.1878 2022/11/01 14:23:38 - mmengine - INFO - Epoch(train) [93][35/125] lr: 2.0000e-03 eta: 0:59:06 time: 0.4137 data_time: 0.1206 memory: 9356 loss: 0.3514 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0036 loss_cls: 0.0608 acc: 98.7793 loss_bbox: 0.0819 loss_mask: 0.2021 2022/11/01 14:23:40 - mmengine - INFO - Epoch(train) [93][40/125] lr: 2.0000e-03 eta: 0:59:02 time: 0.3826 data_time: 0.0816 memory: 9558 loss: 0.3454 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0036 loss_cls: 0.0577 acc: 94.9951 loss_bbox: 0.0815 loss_mask: 0.1999 2022/11/01 14:23:42 - mmengine - INFO - Epoch(train) [93][45/125] lr: 2.0000e-03 eta: 0:59:02 time: 0.3602 data_time: 0.0633 memory: 8765 loss: 0.3155 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0032 loss_cls: 0.0528 acc: 98.8770 loss_bbox: 0.0617 loss_mask: 0.1940 2022/11/01 14:23:44 - mmengine - INFO - Epoch(train) [93][50/125] lr: 2.0000e-03 eta: 0:58:57 time: 0.3814 data_time: 0.0989 memory: 8764 loss: 0.2726 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0018 loss_cls: 0.0400 acc: 98.2666 loss_bbox: 0.0404 loss_mask: 0.1865 2022/11/01 14:23:46 - mmengine - INFO - Epoch(train) [93][55/125] lr: 2.0000e-03 eta: 0:58:57 time: 0.4109 data_time: 0.1232 memory: 9154 loss: 0.3009 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0028 loss_cls: 0.0479 acc: 98.3154 loss_bbox: 0.0548 loss_mask: 0.1922 2022/11/01 14:23:48 - mmengine - INFO - Epoch(train) [93][60/125] lr: 2.0000e-03 eta: 0:58:53 time: 0.4016 data_time: 0.1050 memory: 9092 loss: 0.3563 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0039 loss_cls: 0.0664 acc: 98.9990 loss_bbox: 0.0804 loss_mask: 0.2015 2022/11/01 14:23:50 - mmengine - INFO - Epoch(train) [93][65/125] lr: 2.0000e-03 eta: 0:58:53 time: 0.3898 data_time: 0.1003 memory: 9190 loss: 0.3476 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0034 loss_cls: 0.0612 acc: 98.1934 loss_bbox: 0.0809 loss_mask: 0.1973 2022/11/01 14:23:52 - mmengine - INFO - Epoch(train) [93][70/125] lr: 2.0000e-03 eta: 0:58:48 time: 0.4033 data_time: 0.1142 memory: 9598 loss: 0.3588 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0043 loss_cls: 0.0676 acc: 95.5078 loss_bbox: 0.0898 loss_mask: 0.1925 2022/11/01 14:23:54 - mmengine - INFO - Epoch(train) [93][75/125] lr: 2.0000e-03 eta: 0:58:48 time: 0.4249 data_time: 0.1162 memory: 9052 loss: 0.3659 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0037 loss_cls: 0.0694 acc: 97.9736 loss_bbox: 0.0825 loss_mask: 0.2066 2022/11/01 14:23:57 - mmengine - INFO - Epoch(train) [93][80/125] lr: 2.0000e-03 eta: 0:58:44 time: 0.4416 data_time: 0.1019 memory: 9216 loss: 0.3550 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0034 loss_cls: 0.0585 acc: 96.7773 loss_bbox: 0.0735 loss_mask: 0.2146 2022/11/01 14:23:59 - mmengine - INFO - Epoch(train) [93][85/125] lr: 2.0000e-03 eta: 0:58:44 time: 0.4576 data_time: 0.1030 memory: 9275 loss: 0.3302 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0035 loss_cls: 0.0545 acc: 97.5830 loss_bbox: 0.0774 loss_mask: 0.1896 2022/11/01 14:24:01 - mmengine - INFO - Epoch(train) [93][90/125] lr: 2.0000e-03 eta: 0:58:41 time: 0.4499 data_time: 0.1127 memory: 9416 loss: 0.3249 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0035 loss_cls: 0.0566 acc: 96.0938 loss_bbox: 0.0761 loss_mask: 0.1840 2022/11/01 14:24:03 - mmengine - INFO - Epoch(train) [93][95/125] lr: 2.0000e-03 eta: 0:58:41 time: 0.4422 data_time: 0.1123 memory: 9272 loss: 0.3772 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0047 loss_cls: 0.0705 acc: 98.2178 loss_bbox: 0.0967 loss_mask: 0.1996 2022/11/01 14:24:05 - mmengine - INFO - Epoch(train) [93][100/125] lr: 2.0000e-03 eta: 0:58:36 time: 0.4115 data_time: 0.0948 memory: 9471 loss: 0.3811 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0041 loss_cls: 0.0703 acc: 98.8770 loss_bbox: 0.0961 loss_mask: 0.2054 2022/11/01 14:24:07 - mmengine - INFO - Epoch(train) [93][105/125] lr: 2.0000e-03 eta: 0:58:36 time: 0.4100 data_time: 0.1125 memory: 9222 loss: 0.3437 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0032 loss_cls: 0.0595 acc: 97.1680 loss_bbox: 0.0772 loss_mask: 0.1980 2022/11/01 14:24:09 - mmengine - INFO - Epoch(train) [93][110/125] lr: 2.0000e-03 eta: 0:58:32 time: 0.4195 data_time: 0.1237 memory: 9413 loss: 0.3515 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0036 loss_cls: 0.0612 acc: 97.8027 loss_bbox: 0.0817 loss_mask: 0.1999 2022/11/01 14:24:11 - mmengine - INFO - Epoch(train) [93][115/125] lr: 2.0000e-03 eta: 0:58:32 time: 0.3993 data_time: 0.1012 memory: 9542 loss: 0.3715 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0042 loss_cls: 0.0654 acc: 98.2178 loss_bbox: 0.0873 loss_mask: 0.2109 2022/11/01 14:24:13 - mmengine - INFO - Epoch(train) [93][120/125] lr: 2.0000e-03 eta: 0:58:28 time: 0.3942 data_time: 0.1003 memory: 9529 loss: 0.3601 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0036 loss_cls: 0.0615 acc: 98.9990 loss_bbox: 0.0792 loss_mask: 0.2129 2022/11/01 14:24:15 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:24:15 - mmengine - INFO - Epoch(train) [93][125/125] lr: 2.0000e-03 eta: 0:58:28 time: 0.3560 data_time: 0.0687 memory: 8981 loss: 0.3416 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0036 loss_cls: 0.0579 acc: 98.2666 loss_bbox: 0.0727 loss_mask: 0.2043 2022/11/01 14:24:18 - mmengine - INFO - Epoch(train) [94][5/125] lr: 2.0000e-03 eta: 0:58:28 time: 0.4213 data_time: 0.1157 memory: 9115 loss: 0.3261 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0035 loss_cls: 0.0528 acc: 98.0469 loss_bbox: 0.0701 loss_mask: 0.1960 2022/11/01 14:24:19 - mmengine - INFO - Epoch(train) [94][10/125] lr: 2.0000e-03 eta: 0:58:20 time: 0.4523 data_time: 0.1454 memory: 9406 loss: 0.3475 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0040 loss_cls: 0.0638 acc: 96.4844 loss_bbox: 0.0783 loss_mask: 0.1958 2022/11/01 14:24:22 - mmengine - INFO - Epoch(train) [94][15/125] lr: 2.0000e-03 eta: 0:58:20 time: 0.4154 data_time: 0.1217 memory: 9696 loss: 0.3850 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0051 loss_cls: 0.0750 acc: 95.1172 loss_bbox: 0.0970 loss_mask: 0.2021 2022/11/01 14:24:24 - mmengine - INFO - Epoch(train) [94][20/125] lr: 2.0000e-03 eta: 0:58:16 time: 0.4297 data_time: 0.1333 memory: 9581 loss: 0.3881 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0050 loss_cls: 0.0716 acc: 97.8760 loss_bbox: 0.1107 loss_mask: 0.1974 2022/11/01 14:24:26 - mmengine - INFO - Epoch(train) [94][25/125] lr: 2.0000e-03 eta: 0:58:16 time: 0.4137 data_time: 0.1221 memory: 9285 loss: 0.3666 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0048 loss_cls: 0.0677 acc: 98.3643 loss_bbox: 0.1029 loss_mask: 0.1879 2022/11/01 14:24:28 - mmengine - INFO - Epoch(train) [94][30/125] lr: 2.0000e-03 eta: 0:58:11 time: 0.3948 data_time: 0.1090 memory: 9151 loss: 0.3455 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0041 loss_cls: 0.0612 acc: 98.7061 loss_bbox: 0.0809 loss_mask: 0.1953 2022/11/01 14:24:30 - mmengine - INFO - Epoch(train) [94][35/125] lr: 2.0000e-03 eta: 0:58:11 time: 0.3905 data_time: 0.1003 memory: 9144 loss: 0.3521 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0038 loss_cls: 0.0640 acc: 97.4365 loss_bbox: 0.0820 loss_mask: 0.1986 2022/11/01 14:24:32 - mmengine - INFO - Epoch(train) [94][40/125] lr: 2.0000e-03 eta: 0:58:07 time: 0.4134 data_time: 0.1064 memory: 9539 loss: 0.3795 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0048 loss_cls: 0.0697 acc: 98.1201 loss_bbox: 0.0991 loss_mask: 0.2001 2022/11/01 14:24:34 - mmengine - INFO - Epoch(train) [94][45/125] lr: 2.0000e-03 eta: 0:58:07 time: 0.4595 data_time: 0.1238 memory: 8947 loss: 0.3648 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0045 loss_cls: 0.0617 acc: 99.0479 loss_bbox: 0.0866 loss_mask: 0.2067 2022/11/01 14:24:36 - mmengine - INFO - Epoch(train) [94][50/125] lr: 2.0000e-03 eta: 0:58:03 time: 0.4554 data_time: 0.1175 memory: 9134 loss: 0.3466 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0035 loss_cls: 0.0597 acc: 97.4609 loss_bbox: 0.0745 loss_mask: 0.2053 2022/11/01 14:24:38 - mmengine - INFO - Epoch(train) [94][55/125] lr: 2.0000e-03 eta: 0:58:03 time: 0.4058 data_time: 0.0940 memory: 9249 loss: 0.3492 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0033 loss_cls: 0.0594 acc: 97.3877 loss_bbox: 0.0779 loss_mask: 0.2043 2022/11/01 14:24:40 - mmengine - INFO - Epoch(train) [94][60/125] lr: 2.0000e-03 eta: 0:57:59 time: 0.3755 data_time: 0.0836 memory: 9363 loss: 0.3430 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0034 loss_cls: 0.0522 acc: 98.4131 loss_bbox: 0.0740 loss_mask: 0.2094 2022/11/01 14:24:42 - mmengine - INFO - Epoch(train) [94][65/125] lr: 2.0000e-03 eta: 0:57:59 time: 0.3739 data_time: 0.0888 memory: 8719 loss: 0.3263 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0035 loss_cls: 0.0451 acc: 98.5840 loss_bbox: 0.0614 loss_mask: 0.2124 2022/11/01 14:24:44 - mmengine - INFO - Epoch(train) [94][70/125] lr: 2.0000e-03 eta: 0:57:54 time: 0.3934 data_time: 0.0970 memory: 9520 loss: 0.3170 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0029 loss_cls: 0.0500 acc: 98.8770 loss_bbox: 0.0624 loss_mask: 0.1984 2022/11/01 14:24:46 - mmengine - INFO - Epoch(train) [94][75/125] lr: 2.0000e-03 eta: 0:57:54 time: 0.3888 data_time: 0.0898 memory: 9422 loss: 0.3503 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0031 loss_cls: 0.0676 acc: 96.2402 loss_bbox: 0.0866 loss_mask: 0.1900 2022/11/01 14:24:48 - mmengine - INFO - Epoch(train) [94][80/125] lr: 2.0000e-03 eta: 0:57:50 time: 0.3817 data_time: 0.0930 memory: 9222 loss: 0.3487 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0035 loss_cls: 0.0625 acc: 96.4111 loss_bbox: 0.0849 loss_mask: 0.1947 2022/11/01 14:24:50 - mmengine - INFO - Epoch(train) [94][85/125] lr: 2.0000e-03 eta: 0:57:50 time: 0.3790 data_time: 0.0908 memory: 8774 loss: 0.3181 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0028 loss_cls: 0.0460 acc: 98.9502 loss_bbox: 0.0623 loss_mask: 0.2042 2022/11/01 14:24:52 - mmengine - INFO - Epoch(train) [94][90/125] lr: 2.0000e-03 eta: 0:57:45 time: 0.3722 data_time: 0.0785 memory: 8963 loss: 0.3219 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0028 loss_cls: 0.0515 acc: 98.4375 loss_bbox: 0.0585 loss_mask: 0.2056 2022/11/01 14:24:54 - mmengine - INFO - Epoch(train) [94][95/125] lr: 2.0000e-03 eta: 0:57:45 time: 0.3956 data_time: 0.1019 memory: 9380 loss: 0.3319 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0039 loss_cls: 0.0585 acc: 96.0693 loss_bbox: 0.0733 loss_mask: 0.1919 2022/11/01 14:24:56 - mmengine - INFO - Epoch(train) [94][100/125] lr: 2.0000e-03 eta: 0:57:41 time: 0.4241 data_time: 0.1369 memory: 9137 loss: 0.3443 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0039 loss_cls: 0.0605 acc: 97.8516 loss_bbox: 0.0814 loss_mask: 0.1950 2022/11/01 14:24:58 - mmengine - INFO - Epoch(train) [94][105/125] lr: 2.0000e-03 eta: 0:57:41 time: 0.4228 data_time: 0.1334 memory: 9777 loss: 0.3715 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0040 loss_cls: 0.0710 acc: 96.2891 loss_bbox: 0.0933 loss_mask: 0.1997 2022/11/01 14:25:00 - mmengine - INFO - Epoch(train) [94][110/125] lr: 2.0000e-03 eta: 0:57:37 time: 0.4063 data_time: 0.1173 memory: 9128 loss: 0.3629 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0043 loss_cls: 0.0665 acc: 98.6572 loss_bbox: 0.0915 loss_mask: 0.1961 2022/11/01 14:25:02 - mmengine - INFO - Epoch(train) [94][115/125] lr: 2.0000e-03 eta: 0:57:37 time: 0.3807 data_time: 0.0940 memory: 9494 loss: 0.3696 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0054 loss_cls: 0.0676 acc: 96.7285 loss_bbox: 0.0889 loss_mask: 0.1999 2022/11/01 14:25:04 - mmengine - INFO - Epoch(train) [94][120/125] lr: 2.0000e-03 eta: 0:57:32 time: 0.3863 data_time: 0.0996 memory: 9219 loss: 0.3720 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0056 loss_cls: 0.0684 acc: 97.3877 loss_bbox: 0.0931 loss_mask: 0.1981 2022/11/01 14:25:05 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:25:05 - mmengine - INFO - Epoch(train) [94][125/125] lr: 2.0000e-03 eta: 0:57:32 time: 0.3667 data_time: 0.0741 memory: 9340 loss: 0.3226 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0040 loss_cls: 0.0574 acc: 98.9746 loss_bbox: 0.0811 loss_mask: 0.1775 2022/11/01 14:25:08 - mmengine - INFO - Epoch(train) [95][5/125] lr: 2.0000e-03 eta: 0:57:32 time: 0.4200 data_time: 0.1175 memory: 9350 loss: 0.3531 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0038 loss_cls: 0.0671 acc: 95.9961 loss_bbox: 0.0892 loss_mask: 0.1895 2022/11/01 14:25:10 - mmengine - INFO - Epoch(train) [95][10/125] lr: 2.0000e-03 eta: 0:57:24 time: 0.4432 data_time: 0.1310 memory: 9154 loss: 0.3836 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0040 loss_cls: 0.0706 acc: 96.9482 loss_bbox: 0.0961 loss_mask: 0.2095 2022/11/01 14:25:12 - mmengine - INFO - Epoch(train) [95][15/125] lr: 2.0000e-03 eta: 0:57:24 time: 0.4262 data_time: 0.0896 memory: 9229 loss: 0.3539 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0035 loss_cls: 0.0617 acc: 96.8018 loss_bbox: 0.0869 loss_mask: 0.1990 2022/11/01 14:25:14 - mmengine - INFO - Epoch(train) [95][20/125] lr: 2.0000e-03 eta: 0:57:20 time: 0.4347 data_time: 0.1105 memory: 9111 loss: 0.3083 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0029 loss_cls: 0.0523 acc: 98.2178 loss_bbox: 0.0731 loss_mask: 0.1763 2022/11/01 14:25:16 - mmengine - INFO - Epoch(train) [95][25/125] lr: 2.0000e-03 eta: 0:57:20 time: 0.4144 data_time: 0.1253 memory: 8904 loss: 0.2902 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0028 loss_cls: 0.0468 acc: 98.3887 loss_bbox: 0.0626 loss_mask: 0.1748 2022/11/01 14:25:18 - mmengine - INFO - Epoch(train) [95][30/125] lr: 2.0000e-03 eta: 0:57:16 time: 0.3986 data_time: 0.1137 memory: 9085 loss: 0.3218 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0037 loss_cls: 0.0555 acc: 96.8994 loss_bbox: 0.0713 loss_mask: 0.1858 2022/11/01 14:25:20 - mmengine - INFO - Epoch(train) [95][35/125] lr: 2.0000e-03 eta: 0:57:16 time: 0.3590 data_time: 0.0749 memory: 9399 loss: 0.3536 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0041 loss_cls: 0.0673 acc: 97.9980 loss_bbox: 0.0862 loss_mask: 0.1900 2022/11/01 14:25:22 - mmengine - INFO - Epoch(train) [95][40/125] lr: 2.0000e-03 eta: 0:57:11 time: 0.3749 data_time: 0.0913 memory: 9148 loss: 0.3416 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0034 loss_cls: 0.0647 acc: 97.8027 loss_bbox: 0.0871 loss_mask: 0.1828 2022/11/01 14:25:24 - mmengine - INFO - Epoch(train) [95][45/125] lr: 2.0000e-03 eta: 0:57:11 time: 0.4216 data_time: 0.1308 memory: 8994 loss: 0.3252 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0032 loss_cls: 0.0608 acc: 98.6084 loss_bbox: 0.0757 loss_mask: 0.1811 2022/11/01 14:25:26 - mmengine - INFO - Epoch(train) [95][50/125] lr: 2.0000e-03 eta: 0:57:07 time: 0.4294 data_time: 0.1165 memory: 10533 loss: 0.3427 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0042 loss_cls: 0.0672 acc: 96.8506 loss_bbox: 0.0806 loss_mask: 0.1855 2022/11/01 14:25:28 - mmengine - INFO - Epoch(train) [95][55/125] lr: 2.0000e-03 eta: 0:57:07 time: 0.4006 data_time: 0.0942 memory: 8954 loss: 0.3469 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0039 loss_cls: 0.0621 acc: 96.8262 loss_bbox: 0.0836 loss_mask: 0.1935 2022/11/01 14:25:30 - mmengine - INFO - Epoch(train) [95][60/125] lr: 2.0000e-03 eta: 0:57:03 time: 0.4067 data_time: 0.1205 memory: 9396 loss: 0.3490 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0031 loss_cls: 0.0551 acc: 97.1436 loss_bbox: 0.0772 loss_mask: 0.2111 2022/11/01 14:25:32 - mmengine - INFO - Epoch(train) [95][65/125] lr: 2.0000e-03 eta: 0:57:03 time: 0.4216 data_time: 0.1336 memory: 9052 loss: 0.3565 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0038 loss_cls: 0.0599 acc: 98.0713 loss_bbox: 0.0806 loss_mask: 0.2090 2022/11/01 14:25:34 - mmengine - INFO - Epoch(train) [95][70/125] lr: 2.0000e-03 eta: 0:56:59 time: 0.3899 data_time: 0.1041 memory: 9494 loss: 0.3754 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0042 loss_cls: 0.0684 acc: 98.3887 loss_bbox: 0.0905 loss_mask: 0.2083 2022/11/01 14:25:36 - mmengine - INFO - Epoch(train) [95][75/125] lr: 2.0000e-03 eta: 0:56:59 time: 0.3775 data_time: 0.0751 memory: 10180 loss: 0.3823 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0046 loss_cls: 0.0682 acc: 95.6055 loss_bbox: 0.0954 loss_mask: 0.2083 2022/11/01 14:25:39 - mmengine - INFO - Epoch(train) [95][80/125] lr: 2.0000e-03 eta: 0:56:55 time: 0.4459 data_time: 0.1291 memory: 9294 loss: 0.3641 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0042 loss_cls: 0.0624 acc: 97.4121 loss_bbox: 0.0905 loss_mask: 0.2018 2022/11/01 14:25:41 - mmengine - INFO - Epoch(train) [95][85/125] lr: 2.0000e-03 eta: 0:56:55 time: 0.4777 data_time: 0.1724 memory: 9330 loss: 0.3453 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0041 loss_cls: 0.0630 acc: 99.0967 loss_bbox: 0.0814 loss_mask: 0.1921 2022/11/01 14:25:43 - mmengine - INFO - Epoch(train) [95][90/125] lr: 2.0000e-03 eta: 0:56:50 time: 0.4137 data_time: 0.1152 memory: 9204 loss: 0.3425 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0041 loss_cls: 0.0618 acc: 96.4844 loss_bbox: 0.0713 loss_mask: 0.2010 2022/11/01 14:25:45 - mmengine - INFO - Epoch(train) [95][95/125] lr: 2.0000e-03 eta: 0:56:50 time: 0.3865 data_time: 0.0798 memory: 9108 loss: 0.3321 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0031 loss_cls: 0.0558 acc: 98.3398 loss_bbox: 0.0687 loss_mask: 0.2020 2022/11/01 14:25:47 - mmengine - INFO - Epoch(train) [95][100/125] lr: 2.0000e-03 eta: 0:56:47 time: 0.4521 data_time: 0.1168 memory: 9511 loss: 0.3444 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0034 loss_cls: 0.0594 acc: 98.2666 loss_bbox: 0.0867 loss_mask: 0.1922 2022/11/01 14:25:50 - mmengine - INFO - Epoch(train) [95][105/125] lr: 2.0000e-03 eta: 0:56:47 time: 0.5176 data_time: 0.1760 memory: 9157 loss: 0.3564 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0039 loss_cls: 0.0628 acc: 97.4854 loss_bbox: 0.0941 loss_mask: 0.1920 2022/11/01 14:25:52 - mmengine - INFO - Epoch(train) [95][110/125] lr: 2.0000e-03 eta: 0:56:43 time: 0.5133 data_time: 0.1621 memory: 9475 loss: 0.3406 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0037 loss_cls: 0.0596 acc: 98.9746 loss_bbox: 0.0807 loss_mask: 0.1922 2022/11/01 14:25:55 - mmengine - INFO - Epoch(train) [95][115/125] lr: 2.0000e-03 eta: 0:56:43 time: 0.4583 data_time: 0.1156 memory: 9504 loss: 0.3686 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0041 loss_cls: 0.0657 acc: 95.8496 loss_bbox: 0.0881 loss_mask: 0.2057 2022/11/01 14:25:57 - mmengine - INFO - Epoch(train) [95][120/125] lr: 2.0000e-03 eta: 0:56:39 time: 0.4035 data_time: 0.0947 memory: 9298 loss: 0.3700 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0044 loss_cls: 0.0653 acc: 98.4619 loss_bbox: 0.0851 loss_mask: 0.2090 2022/11/01 14:25:58 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:25:58 - mmengine - INFO - Epoch(train) [95][125/125] lr: 2.0000e-03 eta: 0:56:39 time: 0.3677 data_time: 0.0647 memory: 9376 loss: 0.3393 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0035 loss_cls: 0.0568 acc: 96.8994 loss_bbox: 0.0770 loss_mask: 0.1972 2022/11/01 14:26:01 - mmengine - INFO - Epoch(train) [96][5/125] lr: 2.0000e-03 eta: 0:56:39 time: 0.4433 data_time: 0.1375 memory: 9442 loss: 0.3425 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0032 loss_cls: 0.0585 acc: 96.0449 loss_bbox: 0.0833 loss_mask: 0.1938 2022/11/01 14:26:03 - mmengine - INFO - Epoch(train) [96][10/125] lr: 2.0000e-03 eta: 0:56:31 time: 0.4303 data_time: 0.1251 memory: 9167 loss: 0.3496 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0037 loss_cls: 0.0586 acc: 97.7783 loss_bbox: 0.0839 loss_mask: 0.1995 2022/11/01 14:26:05 - mmengine - INFO - Epoch(train) [96][15/125] lr: 2.0000e-03 eta: 0:56:31 time: 0.3585 data_time: 0.0691 memory: 8934 loss: 0.3426 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0031 loss_cls: 0.0532 acc: 97.9004 loss_bbox: 0.0724 loss_mask: 0.2108 2022/11/01 14:26:07 - mmengine - INFO - Epoch(train) [96][20/125] lr: 2.0000e-03 eta: 0:56:27 time: 0.3906 data_time: 0.1007 memory: 9049 loss: 0.3461 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0024 loss_cls: 0.0520 acc: 97.5586 loss_bbox: 0.0667 loss_mask: 0.2227 2022/11/01 14:26:09 - mmengine - INFO - Epoch(train) [96][25/125] lr: 2.0000e-03 eta: 0:56:27 time: 0.3978 data_time: 0.1050 memory: 9154 loss: 0.3315 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0024 loss_cls: 0.0471 acc: 98.5107 loss_bbox: 0.0637 loss_mask: 0.2157 2022/11/01 14:26:11 - mmengine - INFO - Epoch(train) [96][30/125] lr: 2.0000e-03 eta: 0:56:22 time: 0.4007 data_time: 0.1007 memory: 9271 loss: 0.3094 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0028 loss_cls: 0.0472 acc: 98.7061 loss_bbox: 0.0635 loss_mask: 0.1930 2022/11/01 14:26:13 - mmengine - INFO - Epoch(train) [96][35/125] lr: 2.0000e-03 eta: 0:56:22 time: 0.4078 data_time: 0.0973 memory: 9232 loss: 0.3235 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0038 loss_cls: 0.0511 acc: 98.1934 loss_bbox: 0.0726 loss_mask: 0.1918 2022/11/01 14:26:14 - mmengine - INFO - Epoch(train) [96][40/125] lr: 2.0000e-03 eta: 0:56:18 time: 0.3924 data_time: 0.0913 memory: 9291 loss: 0.3258 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0040 loss_cls: 0.0489 acc: 98.2910 loss_bbox: 0.0746 loss_mask: 0.1942 2022/11/01 14:26:17 - mmengine - INFO - Epoch(train) [96][45/125] lr: 2.0000e-03 eta: 0:56:18 time: 0.3957 data_time: 0.0984 memory: 9203 loss: 0.3235 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0041 loss_cls: 0.0532 acc: 98.2422 loss_bbox: 0.0748 loss_mask: 0.1886 2022/11/01 14:26:19 - mmengine - INFO - Epoch(train) [96][50/125] lr: 2.0000e-03 eta: 0:56:14 time: 0.4065 data_time: 0.0985 memory: 9193 loss: 0.3419 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0040 loss_cls: 0.0611 acc: 96.6797 loss_bbox: 0.0761 loss_mask: 0.1971 2022/11/01 14:26:21 - mmengine - INFO - Epoch(train) [96][55/125] lr: 2.0000e-03 eta: 0:56:14 time: 0.4474 data_time: 0.1212 memory: 10602 loss: 0.3414 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0037 loss_cls: 0.0641 acc: 93.1885 loss_bbox: 0.0804 loss_mask: 0.1896 2022/11/01 14:26:23 - mmengine - INFO - Epoch(train) [96][60/125] lr: 2.0000e-03 eta: 0:56:10 time: 0.4595 data_time: 0.1364 memory: 9520 loss: 0.3372 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0037 loss_cls: 0.0641 acc: 97.2168 loss_bbox: 0.0844 loss_mask: 0.1815 2022/11/01 14:26:25 - mmengine - INFO - Epoch(train) [96][65/125] lr: 2.0000e-03 eta: 0:56:10 time: 0.4263 data_time: 0.1269 memory: 9010 loss: 0.3256 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0033 loss_cls: 0.0532 acc: 99.4141 loss_bbox: 0.0699 loss_mask: 0.1955 2022/11/01 14:26:28 - mmengine - INFO - Epoch(train) [96][70/125] lr: 2.0000e-03 eta: 0:56:06 time: 0.4512 data_time: 0.1243 memory: 9085 loss: 0.3140 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0032 loss_cls: 0.0474 acc: 97.9492 loss_bbox: 0.0683 loss_mask: 0.1926 2022/11/01 14:26:30 - mmengine - INFO - Epoch(train) [96][75/125] lr: 2.0000e-03 eta: 0:56:06 time: 0.4449 data_time: 0.1155 memory: 9539 loss: 0.3344 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0033 loss_cls: 0.0613 acc: 97.7295 loss_bbox: 0.0775 loss_mask: 0.1891 2022/11/01 14:26:32 - mmengine - INFO - Epoch(train) [96][80/125] lr: 2.0000e-03 eta: 0:56:02 time: 0.4786 data_time: 0.1573 memory: 9304 loss: 0.3509 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0038 loss_cls: 0.0668 acc: 97.0947 loss_bbox: 0.0764 loss_mask: 0.1990 2022/11/01 14:26:35 - mmengine - INFO - Epoch(train) [96][85/125] lr: 2.0000e-03 eta: 0:56:02 time: 0.5187 data_time: 0.1678 memory: 9791 loss: 0.3715 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0048 loss_cls: 0.0685 acc: 98.2178 loss_bbox: 0.0941 loss_mask: 0.1992 2022/11/01 14:26:37 - mmengine - INFO - Epoch(train) [96][90/125] lr: 2.0000e-03 eta: 0:55:58 time: 0.4445 data_time: 0.1123 memory: 9242 loss: 0.3581 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0043 loss_cls: 0.0643 acc: 97.5342 loss_bbox: 0.0894 loss_mask: 0.1967 2022/11/01 14:26:39 - mmengine - INFO - Epoch(train) [96][95/125] lr: 2.0000e-03 eta: 0:55:58 time: 0.4059 data_time: 0.0975 memory: 9271 loss: 0.3367 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0032 loss_cls: 0.0596 acc: 95.5811 loss_bbox: 0.0754 loss_mask: 0.1955 2022/11/01 14:26:41 - mmengine - INFO - Epoch(train) [96][100/125] lr: 2.0000e-03 eta: 0:55:54 time: 0.4333 data_time: 0.1287 memory: 9219 loss: 0.3690 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0035 loss_cls: 0.0725 acc: 96.8994 loss_bbox: 0.0902 loss_mask: 0.1978 2022/11/01 14:26:43 - mmengine - INFO - Epoch(train) [96][105/125] lr: 2.0000e-03 eta: 0:55:54 time: 0.4225 data_time: 0.1276 memory: 9680 loss: 0.3669 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0042 loss_cls: 0.0709 acc: 95.7520 loss_bbox: 0.0933 loss_mask: 0.1922 2022/11/01 14:26:45 - mmengine - INFO - Epoch(train) [96][110/125] lr: 2.0000e-03 eta: 0:55:50 time: 0.3922 data_time: 0.1093 memory: 9137 loss: 0.3504 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0052 loss_cls: 0.0582 acc: 98.9014 loss_bbox: 0.0799 loss_mask: 0.2015 2022/11/01 14:26:47 - mmengine - INFO - Epoch(train) [96][115/125] lr: 2.0000e-03 eta: 0:55:50 time: 0.3904 data_time: 0.1062 memory: 9370 loss: 0.3679 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0052 loss_cls: 0.0620 acc: 96.9482 loss_bbox: 0.0888 loss_mask: 0.2071 2022/11/01 14:26:49 - mmengine - INFO - Epoch(train) [96][120/125] lr: 2.0000e-03 eta: 0:55:46 time: 0.4154 data_time: 0.1213 memory: 9465 loss: 0.3654 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0045 loss_cls: 0.0682 acc: 98.8037 loss_bbox: 0.1009 loss_mask: 0.1869 2022/11/01 14:26:51 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:26:51 - mmengine - INFO - Epoch(train) [96][125/125] lr: 2.0000e-03 eta: 0:55:46 time: 0.3912 data_time: 0.0951 memory: 9121 loss: 0.3628 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0048 loss_cls: 0.0693 acc: 96.9238 loss_bbox: 0.0933 loss_mask: 0.1910 2022/11/01 14:26:54 - mmengine - INFO - Epoch(train) [97][5/125] lr: 2.0000e-03 eta: 0:55:46 time: 0.4367 data_time: 0.1379 memory: 9167 loss: 0.3445 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0038 loss_cls: 0.0636 acc: 97.3877 loss_bbox: 0.0786 loss_mask: 0.1957 2022/11/01 14:26:56 - mmengine - INFO - Epoch(train) [97][10/125] lr: 2.0000e-03 eta: 0:55:38 time: 0.4734 data_time: 0.1533 memory: 10519 loss: 0.3311 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0035 loss_cls: 0.0572 acc: 97.8760 loss_bbox: 0.0776 loss_mask: 0.1906 2022/11/01 14:26:58 - mmengine - INFO - Epoch(train) [97][15/125] lr: 2.0000e-03 eta: 0:55:38 time: 0.4046 data_time: 0.0939 memory: 8862 loss: 0.3149 loss_rpn_cls: 0.0020 loss_rpn_bbox: 0.0039 loss_cls: 0.0488 acc: 98.9014 loss_bbox: 0.0697 loss_mask: 0.1905 2022/11/01 14:27:00 - mmengine - INFO - Epoch(train) [97][20/125] lr: 2.0000e-03 eta: 0:55:34 time: 0.3965 data_time: 0.1068 memory: 9265 loss: 0.3076 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0032 loss_cls: 0.0488 acc: 97.0947 loss_bbox: 0.0613 loss_mask: 0.1909 2022/11/01 14:27:02 - mmengine - INFO - Epoch(train) [97][25/125] lr: 2.0000e-03 eta: 0:55:34 time: 0.4563 data_time: 0.1490 memory: 9598 loss: 0.3444 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0040 loss_cls: 0.0641 acc: 98.2666 loss_bbox: 0.0838 loss_mask: 0.1888 2022/11/01 14:27:04 - mmengine - INFO - Epoch(train) [97][30/125] lr: 2.0000e-03 eta: 0:55:30 time: 0.4580 data_time: 0.1381 memory: 9137 loss: 0.3341 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0040 loss_cls: 0.0618 acc: 97.9004 loss_bbox: 0.0840 loss_mask: 0.1808 2022/11/01 14:27:06 - mmengine - INFO - Epoch(train) [97][35/125] lr: 2.0000e-03 eta: 0:55:30 time: 0.4035 data_time: 0.0989 memory: 9072 loss: 0.3200 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0038 loss_cls: 0.0555 acc: 98.0713 loss_bbox: 0.0740 loss_mask: 0.1814 2022/11/01 14:27:08 - mmengine - INFO - Epoch(train) [97][40/125] lr: 2.0000e-03 eta: 0:55:25 time: 0.3964 data_time: 0.1084 memory: 9056 loss: 0.3277 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0044 loss_cls: 0.0581 acc: 97.9736 loss_bbox: 0.0747 loss_mask: 0.1856 2022/11/01 14:27:10 - mmengine - INFO - Epoch(train) [97][45/125] lr: 2.0000e-03 eta: 0:55:25 time: 0.4161 data_time: 0.1317 memory: 9393 loss: 0.3266 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0036 loss_cls: 0.0562 acc: 98.0469 loss_bbox: 0.0774 loss_mask: 0.1867 2022/11/01 14:27:12 - mmengine - INFO - Epoch(train) [97][50/125] lr: 2.0000e-03 eta: 0:55:21 time: 0.3953 data_time: 0.1122 memory: 9491 loss: 0.3249 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0034 loss_cls: 0.0536 acc: 98.4375 loss_bbox: 0.0784 loss_mask: 0.1860 2022/11/01 14:27:14 - mmengine - INFO - Epoch(train) [97][55/125] lr: 2.0000e-03 eta: 0:55:21 time: 0.3674 data_time: 0.0805 memory: 9412 loss: 0.3523 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0043 loss_cls: 0.0607 acc: 97.8027 loss_bbox: 0.0879 loss_mask: 0.1949 2022/11/01 14:27:16 - mmengine - INFO - Epoch(train) [97][60/125] lr: 2.0000e-03 eta: 0:55:16 time: 0.3618 data_time: 0.0778 memory: 9010 loss: 0.3651 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0041 loss_cls: 0.0678 acc: 98.6084 loss_bbox: 0.0852 loss_mask: 0.2037 2022/11/01 14:27:18 - mmengine - INFO - Epoch(train) [97][65/125] lr: 2.0000e-03 eta: 0:55:16 time: 0.3975 data_time: 0.1164 memory: 9128 loss: 0.3411 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0037 loss_cls: 0.0615 acc: 97.9004 loss_bbox: 0.0716 loss_mask: 0.1993 2022/11/01 14:27:20 - mmengine - INFO - Epoch(train) [97][70/125] lr: 2.0000e-03 eta: 0:55:12 time: 0.3984 data_time: 0.1150 memory: 9265 loss: 0.3441 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0042 loss_cls: 0.0577 acc: 97.4121 loss_bbox: 0.0782 loss_mask: 0.2002 2022/11/01 14:27:22 - mmengine - INFO - Epoch(train) [97][75/125] lr: 2.0000e-03 eta: 0:55:12 time: 0.3512 data_time: 0.0730 memory: 8885 loss: 0.3389 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0035 loss_cls: 0.0533 acc: 98.2422 loss_bbox: 0.0735 loss_mask: 0.2061 2022/11/01 14:27:24 - mmengine - INFO - Epoch(train) [97][80/125] lr: 2.0000e-03 eta: 0:55:07 time: 0.3627 data_time: 0.0846 memory: 9026 loss: 0.3415 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0030 loss_cls: 0.0527 acc: 98.5352 loss_bbox: 0.0734 loss_mask: 0.2095 2022/11/01 14:27:26 - mmengine - INFO - Epoch(train) [97][85/125] lr: 2.0000e-03 eta: 0:55:07 time: 0.3949 data_time: 0.1158 memory: 8934 loss: 0.3539 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0034 loss_cls: 0.0576 acc: 98.9990 loss_bbox: 0.0730 loss_mask: 0.2149 2022/11/01 14:27:27 - mmengine - INFO - Epoch(train) [97][90/125] lr: 2.0000e-03 eta: 0:55:03 time: 0.3867 data_time: 0.1035 memory: 9591 loss: 0.3758 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0041 loss_cls: 0.0655 acc: 95.8252 loss_bbox: 0.0882 loss_mask: 0.2121 2022/11/01 14:27:29 - mmengine - INFO - Epoch(train) [97][95/125] lr: 2.0000e-03 eta: 0:55:03 time: 0.3509 data_time: 0.0668 memory: 8934 loss: 0.3826 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0041 loss_cls: 0.0695 acc: 97.5830 loss_bbox: 0.0974 loss_mask: 0.2073 2022/11/01 14:27:31 - mmengine - INFO - Epoch(train) [97][100/125] lr: 2.0000e-03 eta: 0:54:58 time: 0.3598 data_time: 0.0800 memory: 9213 loss: 0.3363 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0032 loss_cls: 0.0593 acc: 97.4121 loss_bbox: 0.0767 loss_mask: 0.1936 2022/11/01 14:27:33 - mmengine - INFO - Epoch(train) [97][105/125] lr: 2.0000e-03 eta: 0:54:58 time: 0.4008 data_time: 0.1081 memory: 9465 loss: 0.3298 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0033 loss_cls: 0.0584 acc: 97.3633 loss_bbox: 0.0777 loss_mask: 0.1867 2022/11/01 14:27:35 - mmengine - INFO - Epoch(train) [97][110/125] lr: 2.0000e-03 eta: 0:54:54 time: 0.3983 data_time: 0.0970 memory: 9039 loss: 0.3435 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0032 loss_cls: 0.0597 acc: 97.0947 loss_bbox: 0.0775 loss_mask: 0.1980 2022/11/01 14:27:37 - mmengine - INFO - Epoch(train) [97][115/125] lr: 2.0000e-03 eta: 0:54:54 time: 0.4004 data_time: 0.0901 memory: 9141 loss: 0.3261 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0029 loss_cls: 0.0575 acc: 98.9258 loss_bbox: 0.0688 loss_mask: 0.1921 2022/11/01 14:27:39 - mmengine - INFO - Epoch(train) [97][120/125] lr: 2.0000e-03 eta: 0:54:50 time: 0.4192 data_time: 0.0949 memory: 9442 loss: 0.3099 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0031 loss_cls: 0.0572 acc: 97.3877 loss_bbox: 0.0693 loss_mask: 0.1774 2022/11/01 14:27:41 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:27:41 - mmengine - INFO - Epoch(train) [97][125/125] lr: 2.0000e-03 eta: 0:54:50 time: 0.3662 data_time: 0.0624 memory: 8770 loss: 0.3137 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0029 loss_cls: 0.0529 acc: 97.8027 loss_bbox: 0.0656 loss_mask: 0.1884 2022/11/01 14:27:44 - mmengine - INFO - Epoch(train) [98][5/125] lr: 2.0000e-03 eta: 0:54:50 time: 0.4402 data_time: 0.1414 memory: 9239 loss: 0.3625 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0044 loss_cls: 0.0605 acc: 96.0449 loss_bbox: 0.0744 loss_mask: 0.2166 2022/11/01 14:27:45 - mmengine - INFO - Epoch(train) [98][10/125] lr: 2.0000e-03 eta: 0:54:42 time: 0.4675 data_time: 0.1571 memory: 8924 loss: 0.3677 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0612 acc: 97.0215 loss_bbox: 0.0789 loss_mask: 0.2187 2022/11/01 14:27:47 - mmengine - INFO - Epoch(train) [98][15/125] lr: 2.0000e-03 eta: 0:54:42 time: 0.3899 data_time: 0.0757 memory: 10123 loss: 0.3458 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0033 loss_cls: 0.0563 acc: 97.7295 loss_bbox: 0.0825 loss_mask: 0.2012 2022/11/01 14:27:49 - mmengine - INFO - Epoch(train) [98][20/125] lr: 2.0000e-03 eta: 0:54:38 time: 0.3868 data_time: 0.0806 memory: 9318 loss: 0.3408 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0037 loss_cls: 0.0605 acc: 97.6074 loss_bbox: 0.0847 loss_mask: 0.1882 2022/11/01 14:27:52 - mmengine - INFO - Epoch(train) [98][25/125] lr: 2.0000e-03 eta: 0:54:38 time: 0.4294 data_time: 0.1367 memory: 9748 loss: 0.3573 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0039 loss_cls: 0.0682 acc: 94.3604 loss_bbox: 0.0908 loss_mask: 0.1892 2022/11/01 14:27:54 - mmengine - INFO - Epoch(train) [98][30/125] lr: 2.0000e-03 eta: 0:54:34 time: 0.4236 data_time: 0.1281 memory: 9462 loss: 0.3899 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0059 loss_cls: 0.0799 acc: 96.6553 loss_bbox: 0.1046 loss_mask: 0.1931 2022/11/01 14:27:55 - mmengine - INFO - Epoch(train) [98][35/125] lr: 2.0000e-03 eta: 0:54:34 time: 0.3512 data_time: 0.0649 memory: 9232 loss: 0.3760 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0053 loss_cls: 0.0709 acc: 97.6074 loss_bbox: 0.0939 loss_mask: 0.2015 2022/11/01 14:27:57 - mmengine - INFO - Epoch(train) [98][40/125] lr: 2.0000e-03 eta: 0:54:29 time: 0.3614 data_time: 0.0753 memory: 9147 loss: 0.3529 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0031 loss_cls: 0.0609 acc: 97.4609 loss_bbox: 0.0797 loss_mask: 0.2063 2022/11/01 14:27:59 - mmengine - INFO - Epoch(train) [98][45/125] lr: 2.0000e-03 eta: 0:54:29 time: 0.4097 data_time: 0.1152 memory: 9216 loss: 0.3325 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0626 acc: 96.1426 loss_bbox: 0.0730 loss_mask: 0.1898 2022/11/01 14:28:01 - mmengine - INFO - Epoch(train) [98][50/125] lr: 2.0000e-03 eta: 0:54:25 time: 0.4188 data_time: 0.1175 memory: 8994 loss: 0.2908 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0032 loss_cls: 0.0494 acc: 98.4131 loss_bbox: 0.0604 loss_mask: 0.1746 2022/11/01 14:28:03 - mmengine - INFO - Epoch(train) [98][55/125] lr: 2.0000e-03 eta: 0:54:25 time: 0.3973 data_time: 0.0830 memory: 9249 loss: 0.2789 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0027 loss_cls: 0.0428 acc: 97.9492 loss_bbox: 0.0593 loss_mask: 0.1704 2022/11/01 14:28:05 - mmengine - INFO - Epoch(train) [98][60/125] lr: 2.0000e-03 eta: 0:54:21 time: 0.3997 data_time: 0.0956 memory: 9468 loss: 0.3454 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0032 loss_cls: 0.0592 acc: 98.5352 loss_bbox: 0.0796 loss_mask: 0.1995 2022/11/01 14:28:08 - mmengine - INFO - Epoch(train) [98][65/125] lr: 2.0000e-03 eta: 0:54:21 time: 0.4246 data_time: 0.1248 memory: 9686 loss: 0.3863 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0039 loss_cls: 0.0716 acc: 96.2158 loss_bbox: 0.1020 loss_mask: 0.2060 2022/11/01 14:28:10 - mmengine - INFO - Epoch(train) [98][70/125] lr: 2.0000e-03 eta: 0:54:16 time: 0.4178 data_time: 0.1058 memory: 9575 loss: 0.3610 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0039 loss_cls: 0.0686 acc: 97.6318 loss_bbox: 0.1000 loss_mask: 0.1854 2022/11/01 14:28:12 - mmengine - INFO - Epoch(train) [98][75/125] lr: 2.0000e-03 eta: 0:54:16 time: 0.4123 data_time: 0.0875 memory: 9232 loss: 0.3389 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0032 loss_cls: 0.0558 acc: 96.6064 loss_bbox: 0.0738 loss_mask: 0.2024 2022/11/01 14:28:14 - mmengine - INFO - Epoch(train) [98][80/125] lr: 2.0000e-03 eta: 0:54:13 time: 0.4530 data_time: 0.1124 memory: 9066 loss: 0.3268 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0036 loss_cls: 0.0508 acc: 98.9014 loss_bbox: 0.0658 loss_mask: 0.2020 2022/11/01 14:28:17 - mmengine - INFO - Epoch(train) [98][85/125] lr: 2.0000e-03 eta: 0:54:13 time: 0.4971 data_time: 0.1458 memory: 9268 loss: 0.3330 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0037 loss_cls: 0.0564 acc: 96.9971 loss_bbox: 0.0735 loss_mask: 0.1943 2022/11/01 14:28:19 - mmengine - INFO - Epoch(train) [98][90/125] lr: 2.0000e-03 eta: 0:54:09 time: 0.4649 data_time: 0.1191 memory: 9330 loss: 0.3415 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0036 loss_cls: 0.0614 acc: 99.1455 loss_bbox: 0.0788 loss_mask: 0.1940 2022/11/01 14:28:21 - mmengine - INFO - Epoch(train) [98][95/125] lr: 2.0000e-03 eta: 0:54:09 time: 0.4107 data_time: 0.0914 memory: 9111 loss: 0.3167 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0029 loss_cls: 0.0566 acc: 99.0234 loss_bbox: 0.0739 loss_mask: 0.1807 2022/11/01 14:28:23 - mmengine - INFO - Epoch(train) [98][100/125] lr: 2.0000e-03 eta: 0:54:05 time: 0.4487 data_time: 0.1254 memory: 9552 loss: 0.3495 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0036 loss_cls: 0.0665 acc: 95.5078 loss_bbox: 0.0920 loss_mask: 0.1838 2022/11/01 14:28:26 - mmengine - INFO - Epoch(train) [98][105/125] lr: 2.0000e-03 eta: 0:54:05 time: 0.4868 data_time: 0.1571 memory: 9233 loss: 0.3584 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0040 loss_cls: 0.0672 acc: 98.9014 loss_bbox: 0.0899 loss_mask: 0.1919 2022/11/01 14:28:28 - mmengine - INFO - Epoch(train) [98][110/125] lr: 2.0000e-03 eta: 0:54:01 time: 0.4410 data_time: 0.1185 memory: 9285 loss: 0.3563 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0040 loss_cls: 0.0654 acc: 96.9482 loss_bbox: 0.0831 loss_mask: 0.1974 2022/11/01 14:28:30 - mmengine - INFO - Epoch(train) [98][115/125] lr: 2.0000e-03 eta: 0:54:01 time: 0.3999 data_time: 0.0864 memory: 8934 loss: 0.3532 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0038 loss_cls: 0.0621 acc: 98.0713 loss_bbox: 0.0824 loss_mask: 0.2000 2022/11/01 14:28:32 - mmengine - INFO - Epoch(train) [98][120/125] lr: 2.0000e-03 eta: 0:53:57 time: 0.4080 data_time: 0.1030 memory: 9294 loss: 0.3460 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0040 loss_cls: 0.0590 acc: 97.1436 loss_bbox: 0.0841 loss_mask: 0.1960 2022/11/01 14:28:33 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:28:33 - mmengine - INFO - Epoch(train) [98][125/125] lr: 2.0000e-03 eta: 0:53:57 time: 0.3587 data_time: 0.0656 memory: 8971 loss: 0.3378 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0038 loss_cls: 0.0570 acc: 98.3398 loss_bbox: 0.0795 loss_mask: 0.1948 2022/11/01 14:28:36 - mmengine - INFO - Epoch(train) [99][5/125] lr: 2.0000e-03 eta: 0:53:57 time: 0.3955 data_time: 0.1021 memory: 9425 loss: 0.3348 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0026 loss_cls: 0.0495 acc: 96.4844 loss_bbox: 0.0631 loss_mask: 0.2154 2022/11/01 14:28:38 - mmengine - INFO - Epoch(train) [99][10/125] lr: 2.0000e-03 eta: 0:53:49 time: 0.4614 data_time: 0.1582 memory: 9288 loss: 0.3656 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0036 loss_cls: 0.0633 acc: 97.6562 loss_bbox: 0.0793 loss_mask: 0.2149 2022/11/01 14:28:40 - mmengine - INFO - Epoch(train) [99][15/125] lr: 2.0000e-03 eta: 0:53:49 time: 0.4059 data_time: 0.1036 memory: 9317 loss: 0.3840 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0046 loss_cls: 0.0770 acc: 96.6553 loss_bbox: 0.0935 loss_mask: 0.2035 2022/11/01 14:28:41 - mmengine - INFO - Epoch(train) [99][20/125] lr: 2.0000e-03 eta: 0:53:44 time: 0.3603 data_time: 0.0632 memory: 9545 loss: 0.3529 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0039 loss_cls: 0.0633 acc: 98.6084 loss_bbox: 0.0776 loss_mask: 0.2031 2022/11/01 14:28:44 - mmengine - INFO - Epoch(train) [99][25/125] lr: 2.0000e-03 eta: 0:53:44 time: 0.3833 data_time: 0.0917 memory: 9141 loss: 0.3272 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0034 loss_cls: 0.0545 acc: 96.7773 loss_bbox: 0.0717 loss_mask: 0.1943 2022/11/01 14:28:46 - mmengine - INFO - Epoch(train) [99][30/125] lr: 2.0000e-03 eta: 0:53:40 time: 0.4364 data_time: 0.1420 memory: 9604 loss: 0.3773 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0046 loss_cls: 0.0715 acc: 96.8018 loss_bbox: 0.0953 loss_mask: 0.2006 2022/11/01 14:28:48 - mmengine - INFO - Epoch(train) [99][35/125] lr: 2.0000e-03 eta: 0:53:40 time: 0.4182 data_time: 0.1225 memory: 9115 loss: 0.3708 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0047 loss_cls: 0.0657 acc: 98.3398 loss_bbox: 0.0864 loss_mask: 0.2083 2022/11/01 14:28:50 - mmengine - INFO - Epoch(train) [99][40/125] lr: 2.0000e-03 eta: 0:53:36 time: 0.3916 data_time: 0.0873 memory: 8914 loss: 0.3351 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0035 loss_cls: 0.0541 acc: 99.0234 loss_bbox: 0.0630 loss_mask: 0.2103 2022/11/01 14:28:52 - mmengine - INFO - Epoch(train) [99][45/125] lr: 2.0000e-03 eta: 0:53:36 time: 0.4456 data_time: 0.1116 memory: 9745 loss: 0.3384 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0031 loss_cls: 0.0594 acc: 97.0703 loss_bbox: 0.0743 loss_mask: 0.1990 2022/11/01 14:28:55 - mmengine - INFO - Epoch(train) [99][50/125] lr: 2.0000e-03 eta: 0:53:33 time: 0.5130 data_time: 0.1474 memory: 9203 loss: 0.3442 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0036 loss_cls: 0.0649 acc: 98.9014 loss_bbox: 0.0856 loss_mask: 0.1860 2022/11/01 14:28:57 - mmengine - INFO - Epoch(train) [99][55/125] lr: 2.0000e-03 eta: 0:53:33 time: 0.4684 data_time: 0.1234 memory: 8963 loss: 0.3269 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0031 loss_cls: 0.0571 acc: 99.0479 loss_bbox: 0.0767 loss_mask: 0.1853 2022/11/01 14:28:59 - mmengine - INFO - Epoch(train) [99][60/125] lr: 2.0000e-03 eta: 0:53:28 time: 0.4135 data_time: 0.0950 memory: 9059 loss: 0.3086 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0027 loss_cls: 0.0499 acc: 96.7285 loss_bbox: 0.0658 loss_mask: 0.1867 2022/11/01 14:29:01 - mmengine - INFO - Epoch(train) [99][65/125] lr: 2.0000e-03 eta: 0:53:28 time: 0.4493 data_time: 0.1245 memory: 9173 loss: 0.3174 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0028 loss_cls: 0.0557 acc: 97.2656 loss_bbox: 0.0690 loss_mask: 0.1857 2022/11/01 14:29:04 - mmengine - INFO - Epoch(train) [99][70/125] lr: 2.0000e-03 eta: 0:53:25 time: 0.4668 data_time: 0.1609 memory: 9020 loss: 0.3089 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0027 loss_cls: 0.0564 acc: 98.8037 loss_bbox: 0.0709 loss_mask: 0.1752 2022/11/01 14:29:06 - mmengine - INFO - Epoch(train) [99][75/125] lr: 2.0000e-03 eta: 0:53:25 time: 0.4267 data_time: 0.1362 memory: 9800 loss: 0.3068 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0036 loss_cls: 0.0532 acc: 94.3848 loss_bbox: 0.0700 loss_mask: 0.1765 2022/11/01 14:29:07 - mmengine - INFO - Epoch(train) [99][80/125] lr: 2.0000e-03 eta: 0:53:20 time: 0.3784 data_time: 0.0872 memory: 9059 loss: 0.3317 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0041 loss_cls: 0.0569 acc: 98.1689 loss_bbox: 0.0771 loss_mask: 0.1899 2022/11/01 14:29:09 - mmengine - INFO - Epoch(train) [99][85/125] lr: 2.0000e-03 eta: 0:53:20 time: 0.3793 data_time: 0.0935 memory: 9393 loss: 0.3499 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0607 acc: 96.5088 loss_bbox: 0.0846 loss_mask: 0.1972 2022/11/01 14:29:12 - mmengine - INFO - Epoch(train) [99][90/125] lr: 2.0000e-03 eta: 0:53:16 time: 0.4060 data_time: 0.1143 memory: 8940 loss: 0.3511 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0034 loss_cls: 0.0585 acc: 97.5098 loss_bbox: 0.0851 loss_mask: 0.2005 2022/11/01 14:29:13 - mmengine - INFO - Epoch(train) [99][95/125] lr: 2.0000e-03 eta: 0:53:16 time: 0.3914 data_time: 0.0973 memory: 9291 loss: 0.3121 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0029 loss_cls: 0.0513 acc: 99.7314 loss_bbox: 0.0711 loss_mask: 0.1835 2022/11/01 14:29:15 - mmengine - INFO - Epoch(train) [99][100/125] lr: 2.0000e-03 eta: 0:53:11 time: 0.3649 data_time: 0.0736 memory: 9180 loss: 0.3123 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0030 loss_cls: 0.0545 acc: 97.3145 loss_bbox: 0.0736 loss_mask: 0.1780 2022/11/01 14:29:17 - mmengine - INFO - Epoch(train) [99][105/125] lr: 2.0000e-03 eta: 0:53:11 time: 0.3753 data_time: 0.0906 memory: 9249 loss: 0.3391 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0037 loss_cls: 0.0594 acc: 98.1689 loss_bbox: 0.0811 loss_mask: 0.1914 2022/11/01 14:29:19 - mmengine - INFO - Epoch(train) [99][110/125] lr: 2.0000e-03 eta: 0:53:07 time: 0.3880 data_time: 0.1063 memory: 9529 loss: 0.3465 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0044 loss_cls: 0.0585 acc: 97.3877 loss_bbox: 0.0809 loss_mask: 0.1984 2022/11/01 14:29:21 - mmengine - INFO - Epoch(train) [99][115/125] lr: 2.0000e-03 eta: 0:53:07 time: 0.3693 data_time: 0.0865 memory: 8904 loss: 0.3335 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0039 loss_cls: 0.0529 acc: 98.1201 loss_bbox: 0.0688 loss_mask: 0.2034 2022/11/01 14:29:23 - mmengine - INFO - Epoch(train) [99][120/125] lr: 2.0000e-03 eta: 0:53:02 time: 0.3580 data_time: 0.0717 memory: 9366 loss: 0.3261 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0031 loss_cls: 0.0515 acc: 96.9727 loss_bbox: 0.0655 loss_mask: 0.2023 2022/11/01 14:29:24 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:29:24 - mmengine - INFO - Epoch(train) [99][125/125] lr: 2.0000e-03 eta: 0:53:02 time: 0.3479 data_time: 0.0570 memory: 9386 loss: 0.3738 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0039 loss_cls: 0.0678 acc: 97.9736 loss_bbox: 0.0888 loss_mask: 0.2097 2022/11/01 14:29:26 - mmengine - INFO - Epoch(train) [100][5/125] lr: 2.0000e-03 eta: 0:53:02 time: 0.3759 data_time: 0.0939 memory: 9059 loss: 0.3734 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0039 loss_cls: 0.0675 acc: 96.1670 loss_bbox: 0.0867 loss_mask: 0.2107 2022/11/01 14:29:28 - mmengine - INFO - Epoch(train) [100][10/125] lr: 2.0000e-03 eta: 0:52:54 time: 0.3952 data_time: 0.1115 memory: 9059 loss: 0.3343 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0033 loss_cls: 0.0509 acc: 98.5840 loss_bbox: 0.0665 loss_mask: 0.2096 2022/11/01 14:29:31 - mmengine - INFO - Epoch(train) [100][15/125] lr: 2.0000e-03 eta: 0:52:54 time: 0.4229 data_time: 0.1042 memory: 9092 loss: 0.3375 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0040 loss_cls: 0.0540 acc: 97.4609 loss_bbox: 0.0704 loss_mask: 0.2058 2022/11/01 14:29:33 - mmengine - INFO - Epoch(train) [100][20/125] lr: 2.0000e-03 eta: 0:52:51 time: 0.5155 data_time: 0.1446 memory: 9259 loss: 0.3223 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0038 loss_cls: 0.0556 acc: 97.1191 loss_bbox: 0.0749 loss_mask: 0.1836 2022/11/01 14:29:35 - mmengine - INFO - Epoch(train) [100][25/125] lr: 2.0000e-03 eta: 0:52:51 time: 0.4773 data_time: 0.1312 memory: 9206 loss: 0.3100 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0033 loss_cls: 0.0502 acc: 98.7061 loss_bbox: 0.0674 loss_mask: 0.1850 2022/11/01 14:29:37 - mmengine - INFO - Epoch(train) [100][30/125] lr: 2.0000e-03 eta: 0:52:47 time: 0.4070 data_time: 0.1080 memory: 9275 loss: 0.3465 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0038 loss_cls: 0.0600 acc: 97.3877 loss_bbox: 0.0788 loss_mask: 0.2006 2022/11/01 14:29:39 - mmengine - INFO - Epoch(train) [100][35/125] lr: 2.0000e-03 eta: 0:52:47 time: 0.4086 data_time: 0.1089 memory: 9356 loss: 0.3748 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0048 loss_cls: 0.0712 acc: 95.7031 loss_bbox: 0.0930 loss_mask: 0.2012 2022/11/01 14:29:41 - mmengine - INFO - Epoch(train) [100][40/125] lr: 2.0000e-03 eta: 0:52:42 time: 0.3734 data_time: 0.0835 memory: 8940 loss: 0.3445 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0040 loss_cls: 0.0602 acc: 98.4619 loss_bbox: 0.0772 loss_mask: 0.1978 2022/11/01 14:29:43 - mmengine - INFO - Epoch(train) [100][45/125] lr: 2.0000e-03 eta: 0:52:42 time: 0.3694 data_time: 0.0790 memory: 9360 loss: 0.3303 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0029 loss_cls: 0.0568 acc: 95.1660 loss_bbox: 0.0719 loss_mask: 0.1943 2022/11/01 14:29:45 - mmengine - INFO - Epoch(train) [100][50/125] lr: 2.0000e-03 eta: 0:52:38 time: 0.3855 data_time: 0.0931 memory: 9115 loss: 0.3467 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0033 loss_cls: 0.0647 acc: 98.3887 loss_bbox: 0.0768 loss_mask: 0.1980 2022/11/01 14:29:47 - mmengine - INFO - Epoch(train) [100][55/125] lr: 2.0000e-03 eta: 0:52:38 time: 0.3996 data_time: 0.1135 memory: 9128 loss: 0.3713 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0043 loss_cls: 0.0652 acc: 97.7539 loss_bbox: 0.0789 loss_mask: 0.2169 2022/11/01 14:29:49 - mmengine - INFO - Epoch(train) [100][60/125] lr: 2.0000e-03 eta: 0:52:34 time: 0.4154 data_time: 0.1226 memory: 9452 loss: 0.3732 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0050 loss_cls: 0.0659 acc: 98.1934 loss_bbox: 0.0891 loss_mask: 0.2072 2022/11/01 14:29:51 - mmengine - INFO - Epoch(train) [100][65/125] lr: 2.0000e-03 eta: 0:52:34 time: 0.3975 data_time: 0.1033 memory: 9422 loss: 0.3385 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0039 loss_cls: 0.0572 acc: 99.1943 loss_bbox: 0.0782 loss_mask: 0.1958 2022/11/01 14:29:53 - mmengine - INFO - Epoch(train) [100][70/125] lr: 2.0000e-03 eta: 0:52:29 time: 0.3780 data_time: 0.0944 memory: 9124 loss: 0.3288 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0031 loss_cls: 0.0566 acc: 98.1689 loss_bbox: 0.0702 loss_mask: 0.1960 2022/11/01 14:29:55 - mmengine - INFO - Epoch(train) [100][75/125] lr: 2.0000e-03 eta: 0:52:29 time: 0.3863 data_time: 0.1046 memory: 9033 loss: 0.3405 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0031 loss_cls: 0.0616 acc: 97.5830 loss_bbox: 0.0743 loss_mask: 0.1979 2022/11/01 14:29:57 - mmengine - INFO - Epoch(train) [100][80/125] lr: 2.0000e-03 eta: 0:52:25 time: 0.3905 data_time: 0.0979 memory: 9416 loss: 0.3361 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0035 loss_cls: 0.0564 acc: 97.5586 loss_bbox: 0.0749 loss_mask: 0.1969 2022/11/01 14:29:59 - mmengine - INFO - Epoch(train) [100][85/125] lr: 2.0000e-03 eta: 0:52:25 time: 0.3866 data_time: 0.0926 memory: 9101 loss: 0.3349 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0044 loss_cls: 0.0558 acc: 97.0215 loss_bbox: 0.0796 loss_mask: 0.1892 2022/11/01 14:30:01 - mmengine - INFO - Epoch(train) [100][90/125] lr: 2.0000e-03 eta: 0:52:20 time: 0.3936 data_time: 0.1012 memory: 9618 loss: 0.3652 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0045 loss_cls: 0.0662 acc: 96.4355 loss_bbox: 0.0956 loss_mask: 0.1939 2022/11/01 14:30:03 - mmengine - INFO - Epoch(train) [100][95/125] lr: 2.0000e-03 eta: 0:52:20 time: 0.4111 data_time: 0.1156 memory: 9324 loss: 0.3582 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0035 loss_cls: 0.0695 acc: 97.0703 loss_bbox: 0.0944 loss_mask: 0.1867 2022/11/01 14:30:05 - mmengine - INFO - Epoch(train) [100][100/125] lr: 2.0000e-03 eta: 0:52:16 time: 0.4216 data_time: 0.1116 memory: 10574 loss: 0.3871 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0043 loss_cls: 0.0740 acc: 95.3857 loss_bbox: 0.0981 loss_mask: 0.2061 2022/11/01 14:30:07 - mmengine - INFO - Epoch(train) [100][105/125] lr: 2.0000e-03 eta: 0:52:16 time: 0.4300 data_time: 0.1097 memory: 9177 loss: 0.3856 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0047 loss_cls: 0.0715 acc: 97.3877 loss_bbox: 0.0935 loss_mask: 0.2113 2022/11/01 14:30:10 - mmengine - INFO - Epoch(train) [100][110/125] lr: 2.0000e-03 eta: 0:52:13 time: 0.4859 data_time: 0.1301 memory: 9158 loss: 0.3054 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0031 loss_cls: 0.0555 acc: 99.4873 loss_bbox: 0.0640 loss_mask: 0.1794 2022/11/01 14:30:12 - mmengine - INFO - Epoch(train) [100][115/125] lr: 2.0000e-03 eta: 0:52:13 time: 0.5015 data_time: 0.1312 memory: 10445 loss: 0.3165 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0032 loss_cls: 0.0544 acc: 98.1689 loss_bbox: 0.0764 loss_mask: 0.1794 2022/11/01 14:30:14 - mmengine - INFO - Epoch(train) [100][120/125] lr: 2.0000e-03 eta: 0:52:09 time: 0.4560 data_time: 0.1361 memory: 9206 loss: 0.3809 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0642 acc: 98.0469 loss_bbox: 0.0935 loss_mask: 0.2159 2022/11/01 14:30:16 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:30:16 - mmengine - INFO - Epoch(train) [100][125/125] lr: 2.0000e-03 eta: 0:52:09 time: 0.3968 data_time: 0.0936 memory: 9644 loss: 0.3884 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0043 loss_cls: 0.0760 acc: 94.8242 loss_bbox: 0.0976 loss_mask: 0.2066 2022/11/01 14:30:16 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/11/01 14:30:22 - mmengine - INFO - Epoch(val) [100][5/500] eta: 0:52:09 time: 0.0890 data_time: 0.0149 memory: 1373 2022/11/01 14:30:23 - mmengine - INFO - Epoch(val) [100][10/500] eta: 0:00:37 time: 0.0763 data_time: 0.0047 memory: 1373 2022/11/01 14:30:23 - mmengine - INFO - Epoch(val) [100][15/500] eta: 0:00:37 time: 0.0656 data_time: 0.0024 memory: 1373 2022/11/01 14:30:23 - mmengine - INFO - Epoch(val) [100][20/500] eta: 0:00:32 time: 0.0672 data_time: 0.0023 memory: 1373 2022/11/01 14:30:24 - mmengine - INFO - Epoch(val) [100][25/500] eta: 0:00:32 time: 0.0662 data_time: 0.0024 memory: 1373 2022/11/01 14:30:24 - mmengine - INFO - Epoch(val) [100][30/500] eta: 0:00:35 time: 0.0758 data_time: 0.0044 memory: 1373 2022/11/01 14:30:25 - mmengine - INFO - Epoch(val) [100][35/500] eta: 0:00:35 time: 0.0781 data_time: 0.0042 memory: 1373 2022/11/01 14:30:25 - mmengine - INFO - Epoch(val) [100][40/500] eta: 0:00:36 time: 0.0799 data_time: 0.0025 memory: 1373 2022/11/01 14:30:25 - mmengine - INFO - Epoch(val) [100][45/500] eta: 0:00:36 time: 0.0845 data_time: 0.0025 memory: 1373 2022/11/01 14:30:26 - mmengine - INFO - Epoch(val) [100][50/500] eta: 0:00:33 time: 0.0756 data_time: 0.0032 memory: 1373 2022/11/01 14:30:26 - mmengine - INFO - Epoch(val) [100][55/500] eta: 0:00:33 time: 0.0749 data_time: 0.0036 memory: 1373 2022/11/01 14:30:26 - mmengine - INFO - Epoch(val) [100][60/500] eta: 0:00:31 time: 0.0708 data_time: 0.0026 memory: 1373 2022/11/01 14:30:27 - mmengine - INFO - Epoch(val) [100][65/500] eta: 0:00:31 time: 0.0767 data_time: 0.0039 memory: 1373 2022/11/01 14:30:27 - mmengine - INFO - Epoch(val) [100][70/500] eta: 0:00:34 time: 0.0811 data_time: 0.0046 memory: 1373 2022/11/01 14:30:28 - mmengine - INFO - Epoch(val) [100][75/500] eta: 0:00:34 time: 0.0683 data_time: 0.0028 memory: 1373 2022/11/01 14:30:28 - mmengine - INFO - Epoch(val) [100][80/500] eta: 0:00:27 time: 0.0662 data_time: 0.0025 memory: 1373 2022/11/01 14:30:28 - mmengine - INFO - Epoch(val) [100][85/500] eta: 0:00:27 time: 0.0648 data_time: 0.0024 memory: 1373 2022/11/01 14:30:29 - mmengine - INFO - Epoch(val) [100][90/500] eta: 0:00:27 time: 0.0673 data_time: 0.0021 memory: 1373 2022/11/01 14:30:29 - mmengine - INFO - Epoch(val) [100][95/500] eta: 0:00:27 time: 0.0715 data_time: 0.0022 memory: 1373 2022/11/01 14:30:29 - mmengine - INFO - Epoch(val) [100][100/500] eta: 0:00:27 time: 0.0683 data_time: 0.0022 memory: 1373 2022/11/01 14:30:30 - mmengine - INFO - Epoch(val) [100][105/500] eta: 0:00:27 time: 0.0686 data_time: 0.0022 memory: 1373 2022/11/01 14:30:30 - mmengine - INFO - Epoch(val) [100][110/500] eta: 0:00:29 time: 0.0759 data_time: 0.0101 memory: 1373 2022/11/01 14:30:30 - mmengine - INFO - Epoch(val) [100][115/500] eta: 0:00:29 time: 0.0770 data_time: 0.0101 memory: 1373 2022/11/01 14:30:31 - mmengine - INFO - Epoch(val) [100][120/500] eta: 0:00:26 time: 0.0685 data_time: 0.0022 memory: 1373 2022/11/01 14:30:31 - mmengine - INFO - Epoch(val) [100][125/500] eta: 0:00:26 time: 0.0686 data_time: 0.0027 memory: 1373 2022/11/01 14:30:31 - mmengine - INFO - Epoch(val) [100][130/500] eta: 0:00:24 time: 0.0667 data_time: 0.0028 memory: 1373 2022/11/01 14:30:32 - mmengine - INFO - Epoch(val) [100][135/500] eta: 0:00:24 time: 0.0658 data_time: 0.0023 memory: 1373 2022/11/01 14:30:32 - mmengine - INFO - Epoch(val) [100][140/500] eta: 0:00:26 time: 0.0725 data_time: 0.0061 memory: 1373 2022/11/01 14:30:33 - mmengine - INFO - Epoch(val) [100][145/500] eta: 0:00:26 time: 0.0774 data_time: 0.0060 memory: 1373 2022/11/01 14:30:33 - mmengine - INFO - Epoch(val) [100][150/500] eta: 0:00:26 time: 0.0767 data_time: 0.0024 memory: 1373 2022/11/01 14:30:33 - mmengine - INFO - Epoch(val) [100][155/500] eta: 0:00:26 time: 0.0774 data_time: 0.0023 memory: 1373 2022/11/01 14:30:34 - mmengine - INFO - Epoch(val) [100][160/500] eta: 0:00:25 time: 0.0760 data_time: 0.0025 memory: 1373 2022/11/01 14:30:34 - mmengine - INFO - Epoch(val) [100][165/500] eta: 0:00:25 time: 0.0782 data_time: 0.0025 memory: 1373 2022/11/01 14:30:34 - mmengine - INFO - Epoch(val) [100][170/500] eta: 0:00:26 time: 0.0802 data_time: 0.0023 memory: 1373 2022/11/01 14:30:35 - mmengine - INFO - Epoch(val) [100][175/500] eta: 0:00:26 time: 0.0688 data_time: 0.0022 memory: 1373 2022/11/01 14:30:35 - mmengine - INFO - Epoch(val) [100][180/500] eta: 0:00:21 time: 0.0671 data_time: 0.0024 memory: 1373 2022/11/01 14:30:35 - mmengine - INFO - Epoch(val) [100][185/500] eta: 0:00:21 time: 0.0734 data_time: 0.0025 memory: 1373 2022/11/01 14:30:36 - mmengine - INFO - Epoch(val) [100][190/500] eta: 0:00:23 time: 0.0749 data_time: 0.0024 memory: 1373 2022/11/01 14:30:36 - mmengine - INFO - Epoch(val) [100][195/500] eta: 0:00:23 time: 0.0783 data_time: 0.0061 memory: 1373 2022/11/01 14:30:37 - mmengine - INFO - Epoch(val) [100][200/500] eta: 0:00:30 time: 0.1004 data_time: 0.0061 memory: 1750 2022/11/01 14:30:37 - mmengine - INFO - Epoch(val) [100][205/500] eta: 0:00:30 time: 0.0905 data_time: 0.0023 memory: 1373 2022/11/01 14:30:38 - mmengine - INFO - Epoch(val) [100][210/500] eta: 0:00:18 time: 0.0635 data_time: 0.0022 memory: 1373 2022/11/01 14:30:38 - mmengine - INFO - Epoch(val) [100][215/500] eta: 0:00:18 time: 0.0690 data_time: 0.0022 memory: 1373 2022/11/01 14:30:38 - mmengine - INFO - Epoch(val) [100][220/500] eta: 0:00:20 time: 0.0742 data_time: 0.0023 memory: 1373 2022/11/01 14:30:39 - mmengine - INFO - Epoch(val) [100][225/500] eta: 0:00:20 time: 0.0768 data_time: 0.0023 memory: 1424 2022/11/01 14:30:39 - mmengine - INFO - Epoch(val) [100][230/500] eta: 0:00:19 time: 0.0719 data_time: 0.0021 memory: 1373 2022/11/01 14:30:39 - mmengine - INFO - Epoch(val) [100][235/500] eta: 0:00:19 time: 0.0696 data_time: 0.0021 memory: 1373 2022/11/01 14:30:40 - mmengine - INFO - Epoch(val) [100][240/500] eta: 0:00:18 time: 0.0705 data_time: 0.0022 memory: 1373 2022/11/01 14:30:40 - mmengine - INFO - Epoch(val) [100][245/500] eta: 0:00:18 time: 0.0671 data_time: 0.0023 memory: 1373 2022/11/01 14:30:40 - mmengine - INFO - Epoch(val) [100][250/500] eta: 0:00:17 time: 0.0713 data_time: 0.0023 memory: 1373 2022/11/01 14:30:41 - mmengine - INFO - Epoch(val) [100][255/500] eta: 0:00:17 time: 0.0710 data_time: 0.0023 memory: 1373 2022/11/01 14:30:41 - mmengine - INFO - Epoch(val) [100][260/500] eta: 0:00:16 time: 0.0678 data_time: 0.0023 memory: 1373 2022/11/01 14:30:41 - mmengine - INFO - Epoch(val) [100][265/500] eta: 0:00:16 time: 0.0666 data_time: 0.0023 memory: 1373 2022/11/01 14:30:42 - mmengine - INFO - Epoch(val) [100][270/500] eta: 0:00:15 time: 0.0683 data_time: 0.0022 memory: 1373 2022/11/01 14:30:42 - mmengine - INFO - Epoch(val) [100][275/500] eta: 0:00:15 time: 0.0685 data_time: 0.0025 memory: 1373 2022/11/01 14:30:42 - mmengine - INFO - Epoch(val) [100][280/500] eta: 0:00:15 time: 0.0683 data_time: 0.0025 memory: 1373 2022/11/01 14:30:43 - mmengine - INFO - Epoch(val) [100][285/500] eta: 0:00:15 time: 0.0720 data_time: 0.0032 memory: 1373 2022/11/01 14:30:43 - mmengine - INFO - Epoch(val) [100][290/500] eta: 0:00:15 time: 0.0727 data_time: 0.0033 memory: 1373 2022/11/01 14:30:44 - mmengine - INFO - Epoch(val) [100][295/500] eta: 0:00:15 time: 0.0725 data_time: 0.0026 memory: 1373 2022/11/01 14:30:44 - mmengine - INFO - Epoch(val) [100][300/500] eta: 0:00:15 time: 0.0750 data_time: 0.0029 memory: 1373 2022/11/01 14:30:44 - mmengine - INFO - Epoch(val) [100][305/500] eta: 0:00:15 time: 0.0759 data_time: 0.0029 memory: 1373 2022/11/01 14:30:45 - mmengine - INFO - Epoch(val) [100][310/500] eta: 0:00:14 time: 0.0787 data_time: 0.0027 memory: 1373 2022/11/01 14:30:45 - mmengine - INFO - Epoch(val) [100][315/500] eta: 0:00:14 time: 0.0838 data_time: 0.0029 memory: 1373 2022/11/01 14:30:45 - mmengine - INFO - Epoch(val) [100][320/500] eta: 0:00:14 time: 0.0788 data_time: 0.0030 memory: 1373 2022/11/01 14:30:46 - mmengine - INFO - Epoch(val) [100][325/500] eta: 0:00:14 time: 0.1159 data_time: 0.0046 memory: 1447 2022/11/01 14:30:47 - mmengine - INFO - Epoch(val) [100][330/500] eta: 0:00:19 time: 0.1150 data_time: 0.0047 memory: 1373 2022/11/01 14:30:47 - mmengine - INFO - Epoch(val) [100][335/500] eta: 0:00:19 time: 0.0681 data_time: 0.0026 memory: 1373 2022/11/01 14:30:47 - mmengine - INFO - Epoch(val) [100][340/500] eta: 0:00:13 time: 0.0855 data_time: 0.0026 memory: 1373 2022/11/01 14:30:48 - mmengine - INFO - Epoch(val) [100][345/500] eta: 0:00:13 time: 0.0941 data_time: 0.0033 memory: 1373 2022/11/01 14:30:48 - mmengine - INFO - Epoch(val) [100][350/500] eta: 0:00:13 time: 0.0903 data_time: 0.0034 memory: 1373 2022/11/01 14:30:49 - mmengine - INFO - Epoch(val) [100][355/500] eta: 0:00:13 time: 0.0868 data_time: 0.0031 memory: 1373 2022/11/01 14:30:49 - mmengine - INFO - Epoch(val) [100][360/500] eta: 0:00:10 time: 0.0750 data_time: 0.0030 memory: 1373 2022/11/01 14:30:50 - mmengine - INFO - Epoch(val) [100][365/500] eta: 0:00:10 time: 0.0892 data_time: 0.0061 memory: 1373 2022/11/01 14:30:50 - mmengine - INFO - Epoch(val) [100][370/500] eta: 0:00:11 time: 0.0912 data_time: 0.0081 memory: 1373 2022/11/01 14:30:50 - mmengine - INFO - Epoch(val) [100][375/500] eta: 0:00:11 time: 0.0718 data_time: 0.0046 memory: 1373 2022/11/01 14:30:51 - mmengine - INFO - Epoch(val) [100][380/500] eta: 0:00:08 time: 0.0731 data_time: 0.0030 memory: 1373 2022/11/01 14:30:51 - mmengine - INFO - Epoch(val) [100][385/500] eta: 0:00:08 time: 0.0755 data_time: 0.0031 memory: 1373 2022/11/01 14:30:51 - mmengine - INFO - Epoch(val) [100][390/500] eta: 0:00:07 time: 0.0702 data_time: 0.0025 memory: 1373 2022/11/01 14:30:52 - mmengine - INFO - Epoch(val) [100][395/500] eta: 0:00:07 time: 0.0735 data_time: 0.0034 memory: 1373 2022/11/01 14:30:52 - mmengine - INFO - Epoch(val) [100][400/500] eta: 0:00:07 time: 0.0765 data_time: 0.0085 memory: 1373 2022/11/01 14:30:53 - mmengine - INFO - Epoch(val) [100][405/500] eta: 0:00:07 time: 0.0749 data_time: 0.0076 memory: 1373 2022/11/01 14:30:53 - mmengine - INFO - Epoch(val) [100][410/500] eta: 0:00:06 time: 0.0754 data_time: 0.0025 memory: 1373 2022/11/01 14:30:53 - mmengine - INFO - Epoch(val) [100][415/500] eta: 0:00:06 time: 0.0738 data_time: 0.0024 memory: 1373 2022/11/01 14:30:54 - mmengine - INFO - Epoch(val) [100][420/500] eta: 0:00:05 time: 0.0653 data_time: 0.0023 memory: 1373 2022/11/01 14:30:54 - mmengine - INFO - Epoch(val) [100][425/500] eta: 0:00:05 time: 0.0658 data_time: 0.0024 memory: 1373 2022/11/01 14:30:54 - mmengine - INFO - Epoch(val) [100][430/500] eta: 0:00:04 time: 0.0705 data_time: 0.0024 memory: 1373 2022/11/01 14:30:55 - mmengine - INFO - Epoch(val) [100][435/500] eta: 0:00:04 time: 0.0689 data_time: 0.0024 memory: 1373 2022/11/01 14:30:55 - mmengine - INFO - Epoch(val) [100][440/500] eta: 0:00:04 time: 0.0688 data_time: 0.0023 memory: 1373 2022/11/01 14:30:55 - mmengine - INFO - Epoch(val) [100][445/500] eta: 0:00:04 time: 0.0744 data_time: 0.0024 memory: 1373 2022/11/01 14:30:56 - mmengine - INFO - Epoch(val) [100][450/500] eta: 0:00:03 time: 0.0769 data_time: 0.0026 memory: 1373 2022/11/01 14:30:56 - mmengine - INFO - Epoch(val) [100][455/500] eta: 0:00:03 time: 0.0770 data_time: 0.0027 memory: 1373 2022/11/01 14:30:57 - mmengine - INFO - Epoch(val) [100][460/500] eta: 0:00:02 time: 0.0702 data_time: 0.0026 memory: 1373 2022/11/01 14:30:57 - mmengine - INFO - Epoch(val) [100][465/500] eta: 0:00:02 time: 0.0652 data_time: 0.0024 memory: 1373 2022/11/01 14:30:57 - mmengine - INFO - Epoch(val) [100][470/500] eta: 0:00:02 time: 0.0692 data_time: 0.0026 memory: 1373 2022/11/01 14:30:58 - mmengine - INFO - Epoch(val) [100][475/500] eta: 0:00:02 time: 0.0655 data_time: 0.0028 memory: 1373 2022/11/01 14:30:58 - mmengine - INFO - Epoch(val) [100][480/500] eta: 0:00:01 time: 0.0671 data_time: 0.0026 memory: 1373 2022/11/01 14:30:58 - mmengine - INFO - Epoch(val) [100][485/500] eta: 0:00:01 time: 0.0700 data_time: 0.0026 memory: 1373 2022/11/01 14:30:59 - mmengine - INFO - Epoch(val) [100][490/500] eta: 0:00:00 time: 0.0723 data_time: 0.0025 memory: 1373 2022/11/01 14:30:59 - mmengine - INFO - Epoch(val) [100][495/500] eta: 0:00:00 time: 0.0786 data_time: 0.0027 memory: 1373 2022/11/01 14:30:59 - mmengine - INFO - Epoch(val) [100][500/500] eta: 0:00:00 time: 0.0714 data_time: 0.0025 memory: 1373 2022/11/01 14:30:59 - mmengine - INFO - Evaluating hmean-iou... 2022/11/01 14:30:59 - mmengine - INFO - prediction score threshold: 0.30, recall: 0.8753, precision: 0.7000, hmean: 0.7779 2022/11/01 14:30:59 - mmengine - INFO - prediction score threshold: 0.40, recall: 0.8594, precision: 0.7570, hmean: 0.8050 2022/11/01 14:30:59 - mmengine - INFO - prediction score threshold: 0.50, recall: 0.8426, precision: 0.8159, hmean: 0.8290 2022/11/01 14:30:59 - mmengine - INFO - prediction score threshold: 0.60, recall: 0.8247, precision: 0.8552, hmean: 0.8397 2022/11/01 14:30:59 - mmengine - INFO - prediction score threshold: 0.70, recall: 0.8016, precision: 0.8866, hmean: 0.8420 2022/11/01 14:30:59 - mmengine - INFO - prediction score threshold: 0.80, recall: 0.7665, precision: 0.9181, hmean: 0.8355 2022/11/01 14:30:59 - mmengine - INFO - prediction score threshold: 0.90, recall: 0.6952, precision: 0.9475, hmean: 0.8020 2022/11/01 14:30:59 - mmengine - INFO - Epoch(val) [100][500/500] icdar/precision: 0.8866 icdar/recall: 0.8016 icdar/hmean: 0.8420 2022/11/01 14:31:02 - mmengine - INFO - Epoch(train) [101][5/125] lr: 2.0000e-03 eta: 0:00:00 time: 0.4213 data_time: 0.1183 memory: 9049 loss: 0.3335 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0036 loss_cls: 0.0649 acc: 98.2178 loss_bbox: 0.0807 loss_mask: 0.1808 2022/11/01 14:31:04 - mmengine - INFO - Epoch(train) [101][10/125] lr: 2.0000e-03 eta: 0:52:01 time: 0.4540 data_time: 0.1486 memory: 9216 loss: 0.3105 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0027 loss_cls: 0.0514 acc: 96.4111 loss_bbox: 0.0669 loss_mask: 0.1855 2022/11/01 14:31:06 - mmengine - INFO - Epoch(train) [101][15/125] lr: 2.0000e-03 eta: 0:52:01 time: 0.4308 data_time: 0.1238 memory: 9344 loss: 0.3439 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0039 loss_cls: 0.0583 acc: 97.0215 loss_bbox: 0.0844 loss_mask: 0.1927 2022/11/01 14:31:08 - mmengine - INFO - Epoch(train) [101][20/125] lr: 2.0000e-03 eta: 0:51:57 time: 0.4010 data_time: 0.1051 memory: 8987 loss: 0.3528 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0566 acc: 98.2666 loss_bbox: 0.0816 loss_mask: 0.2074 2022/11/01 14:31:10 - mmengine - INFO - Epoch(train) [101][25/125] lr: 2.0000e-03 eta: 0:51:57 time: 0.3744 data_time: 0.0820 memory: 9180 loss: 0.3447 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0030 loss_cls: 0.0559 acc: 97.9736 loss_bbox: 0.0724 loss_mask: 0.2088 2022/11/01 14:31:12 - mmengine - INFO - Epoch(train) [101][30/125] lr: 2.0000e-03 eta: 0:51:53 time: 0.3912 data_time: 0.0998 memory: 8800 loss: 0.3168 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0028 loss_cls: 0.0527 acc: 98.5352 loss_bbox: 0.0624 loss_mask: 0.1950 2022/11/01 14:31:14 - mmengine - INFO - Epoch(train) [101][35/125] lr: 2.0000e-03 eta: 0:51:53 time: 0.4282 data_time: 0.1256 memory: 9425 loss: 0.3315 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0031 loss_cls: 0.0594 acc: 98.6572 loss_bbox: 0.0760 loss_mask: 0.1904 2022/11/01 14:31:16 - mmengine - INFO - Epoch(train) [101][40/125] lr: 2.0000e-03 eta: 0:51:48 time: 0.4318 data_time: 0.1164 memory: 9545 loss: 0.3956 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0047 loss_cls: 0.0784 acc: 97.9980 loss_bbox: 0.1062 loss_mask: 0.2016 2022/11/01 14:31:18 - mmengine - INFO - Epoch(train) [101][45/125] lr: 2.0000e-03 eta: 0:51:48 time: 0.4087 data_time: 0.1122 memory: 9059 loss: 0.3435 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0037 loss_cls: 0.0644 acc: 98.7793 loss_bbox: 0.0858 loss_mask: 0.1858 2022/11/01 14:31:20 - mmengine - INFO - Epoch(train) [101][50/125] lr: 2.0000e-03 eta: 0:51:44 time: 0.4215 data_time: 0.1135 memory: 10257 loss: 0.3328 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0032 loss_cls: 0.0570 acc: 97.1191 loss_bbox: 0.0785 loss_mask: 0.1906 2022/11/01 14:31:23 - mmengine - INFO - Epoch(train) [101][55/125] lr: 2.0000e-03 eta: 0:51:44 time: 0.4403 data_time: 0.1241 memory: 9203 loss: 0.3467 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0037 loss_cls: 0.0609 acc: 98.6328 loss_bbox: 0.0840 loss_mask: 0.1939 2022/11/01 14:31:25 - mmengine - INFO - Epoch(train) [101][60/125] lr: 2.0000e-03 eta: 0:51:40 time: 0.4318 data_time: 0.1260 memory: 9056 loss: 0.3116 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0032 loss_cls: 0.0557 acc: 96.3623 loss_bbox: 0.0712 loss_mask: 0.1778 2022/11/01 14:31:27 - mmengine - INFO - Epoch(train) [101][65/125] lr: 2.0000e-03 eta: 0:51:40 time: 0.4344 data_time: 0.1225 memory: 9088 loss: 0.3224 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0030 loss_cls: 0.0615 acc: 96.3135 loss_bbox: 0.0729 loss_mask: 0.1810 2022/11/01 14:31:30 - mmengine - INFO - Epoch(train) [101][70/125] lr: 2.0000e-03 eta: 0:51:37 time: 0.4867 data_time: 0.1528 memory: 10244 loss: 0.3679 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0041 loss_cls: 0.0737 acc: 95.7031 loss_bbox: 0.0981 loss_mask: 0.1881 2022/11/01 14:31:32 - mmengine - INFO - Epoch(train) [101][75/125] lr: 2.0000e-03 eta: 0:51:37 time: 0.4733 data_time: 0.1413 memory: 9246 loss: 0.3719 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0050 loss_cls: 0.0703 acc: 98.5840 loss_bbox: 0.0976 loss_mask: 0.1940 2022/11/01 14:31:34 - mmengine - INFO - Epoch(train) [101][80/125] lr: 2.0000e-03 eta: 0:51:32 time: 0.3946 data_time: 0.0928 memory: 9232 loss: 0.3434 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0042 loss_cls: 0.0606 acc: 97.5342 loss_bbox: 0.0786 loss_mask: 0.1946 2022/11/01 14:31:35 - mmengine - INFO - Epoch(train) [101][85/125] lr: 2.0000e-03 eta: 0:51:32 time: 0.3833 data_time: 0.0852 memory: 9101 loss: 0.3264 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0037 loss_cls: 0.0566 acc: 97.8760 loss_bbox: 0.0743 loss_mask: 0.1876 2022/11/01 14:31:38 - mmengine - INFO - Epoch(train) [101][90/125] lr: 2.0000e-03 eta: 0:51:28 time: 0.3994 data_time: 0.1022 memory: 9357 loss: 0.3201 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0034 loss_cls: 0.0525 acc: 95.9473 loss_bbox: 0.0700 loss_mask: 0.1906 2022/11/01 14:31:40 - mmengine - INFO - Epoch(train) [101][95/125] lr: 2.0000e-03 eta: 0:51:28 time: 0.4048 data_time: 0.1137 memory: 9412 loss: 0.3613 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0034 loss_cls: 0.0592 acc: 98.3643 loss_bbox: 0.0748 loss_mask: 0.2192 2022/11/01 14:31:41 - mmengine - INFO - Epoch(train) [101][100/125] lr: 2.0000e-03 eta: 0:51:24 time: 0.3920 data_time: 0.1028 memory: 9611 loss: 0.3679 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0043 loss_cls: 0.0689 acc: 98.1201 loss_bbox: 0.0815 loss_mask: 0.2081 2022/11/01 14:31:43 - mmengine - INFO - Epoch(train) [101][105/125] lr: 2.0000e-03 eta: 0:51:24 time: 0.3890 data_time: 0.0965 memory: 9546 loss: 0.3515 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0045 loss_cls: 0.0678 acc: 98.6328 loss_bbox: 0.0859 loss_mask: 0.1893 2022/11/01 14:31:45 - mmengine - INFO - Epoch(train) [101][110/125] lr: 2.0000e-03 eta: 0:51:19 time: 0.3908 data_time: 0.1025 memory: 9016 loss: 0.3378 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0038 loss_cls: 0.0595 acc: 98.7061 loss_bbox: 0.0755 loss_mask: 0.1949 2022/11/01 14:31:47 - mmengine - INFO - Epoch(train) [101][115/125] lr: 2.0000e-03 eta: 0:51:19 time: 0.3898 data_time: 0.1020 memory: 9000 loss: 0.3063 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0030 loss_cls: 0.0526 acc: 98.1934 loss_bbox: 0.0625 loss_mask: 0.1843 2022/11/01 14:31:49 - mmengine - INFO - Epoch(train) [101][120/125] lr: 2.0000e-03 eta: 0:51:15 time: 0.3869 data_time: 0.0924 memory: 9565 loss: 0.3211 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0031 loss_cls: 0.0555 acc: 96.2646 loss_bbox: 0.0695 loss_mask: 0.1892 2022/11/01 14:31:51 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:31:51 - mmengine - INFO - Epoch(train) [101][125/125] lr: 2.0000e-03 eta: 0:51:15 time: 0.3472 data_time: 0.0550 memory: 9052 loss: 0.3592 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0035 loss_cls: 0.0623 acc: 97.0215 loss_bbox: 0.0815 loss_mask: 0.2076 2022/11/01 14:31:53 - mmengine - INFO - Epoch(train) [102][5/125] lr: 2.0000e-03 eta: 0:51:15 time: 0.3863 data_time: 0.0968 memory: 8963 loss: 0.3225 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0027 loss_cls: 0.0501 acc: 98.0713 loss_bbox: 0.0734 loss_mask: 0.1934 2022/11/01 14:31:55 - mmengine - INFO - Epoch(train) [102][10/125] lr: 2.0000e-03 eta: 0:51:07 time: 0.4353 data_time: 0.1441 memory: 9539 loss: 0.3390 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0040 loss_cls: 0.0580 acc: 97.3389 loss_bbox: 0.0835 loss_mask: 0.1883 2022/11/01 14:31:57 - mmengine - INFO - Epoch(train) [102][15/125] lr: 2.0000e-03 eta: 0:51:07 time: 0.4097 data_time: 0.1155 memory: 9101 loss: 0.3773 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0047 loss_cls: 0.0727 acc: 96.6309 loss_bbox: 0.0911 loss_mask: 0.2027 2022/11/01 14:31:59 - mmengine - INFO - Epoch(train) [102][20/125] lr: 2.0000e-03 eta: 0:51:03 time: 0.4113 data_time: 0.0904 memory: 8971 loss: 0.3649 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0038 loss_cls: 0.0631 acc: 97.9492 loss_bbox: 0.0775 loss_mask: 0.2162 2022/11/01 14:32:01 - mmengine - INFO - Epoch(train) [102][25/125] lr: 2.0000e-03 eta: 0:51:03 time: 0.4185 data_time: 0.0994 memory: 9151 loss: 0.3800 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0037 loss_cls: 0.0618 acc: 96.8018 loss_bbox: 0.0828 loss_mask: 0.2270 2022/11/01 14:32:03 - mmengine - INFO - Epoch(train) [102][30/125] lr: 2.0000e-03 eta: 0:50:59 time: 0.4078 data_time: 0.1162 memory: 9082 loss: 0.3450 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0033 loss_cls: 0.0573 acc: 97.1436 loss_bbox: 0.0763 loss_mask: 0.2043 2022/11/01 14:32:06 - mmengine - INFO - Epoch(train) [102][35/125] lr: 2.0000e-03 eta: 0:50:59 time: 0.4324 data_time: 0.1232 memory: 9233 loss: 0.2936 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0028 loss_cls: 0.0487 acc: 97.9736 loss_bbox: 0.0611 loss_mask: 0.1785 2022/11/01 14:32:08 - mmengine - INFO - Epoch(train) [102][40/125] lr: 2.0000e-03 eta: 0:50:55 time: 0.4474 data_time: 0.1288 memory: 9173 loss: 0.3149 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0028 loss_cls: 0.0548 acc: 97.3633 loss_bbox: 0.0620 loss_mask: 0.1919 2022/11/01 14:32:10 - mmengine - INFO - Epoch(train) [102][45/125] lr: 2.0000e-03 eta: 0:50:55 time: 0.4144 data_time: 0.1127 memory: 9186 loss: 0.3427 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0036 loss_cls: 0.0592 acc: 98.1934 loss_bbox: 0.0744 loss_mask: 0.1990 2022/11/01 14:32:12 - mmengine - INFO - Epoch(train) [102][50/125] lr: 2.0000e-03 eta: 0:50:51 time: 0.3935 data_time: 0.1017 memory: 9023 loss: 0.3330 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0035 loss_cls: 0.0576 acc: 98.3154 loss_bbox: 0.0731 loss_mask: 0.1918 2022/11/01 14:32:14 - mmengine - INFO - Epoch(train) [102][55/125] lr: 2.0000e-03 eta: 0:50:51 time: 0.3840 data_time: 0.0965 memory: 9298 loss: 0.3337 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0035 loss_cls: 0.0565 acc: 97.9980 loss_bbox: 0.0708 loss_mask: 0.1971 2022/11/01 14:32:15 - mmengine - INFO - Epoch(train) [102][60/125] lr: 2.0000e-03 eta: 0:50:46 time: 0.3605 data_time: 0.0777 memory: 8817 loss: 0.3101 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0031 loss_cls: 0.0507 acc: 98.4863 loss_bbox: 0.0639 loss_mask: 0.1881 2022/11/01 14:32:17 - mmengine - INFO - Epoch(train) [102][65/125] lr: 2.0000e-03 eta: 0:50:46 time: 0.3743 data_time: 0.0916 memory: 9200 loss: 0.2984 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0027 loss_cls: 0.0498 acc: 97.8271 loss_bbox: 0.0650 loss_mask: 0.1779 2022/11/01 14:32:19 - mmengine - INFO - Epoch(train) [102][70/125] lr: 2.0000e-03 eta: 0:50:42 time: 0.4078 data_time: 0.1219 memory: 9186 loss: 0.3185 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0032 loss_cls: 0.0541 acc: 98.9502 loss_bbox: 0.0722 loss_mask: 0.1848 2022/11/01 14:32:21 - mmengine - INFO - Epoch(train) [102][75/125] lr: 2.0000e-03 eta: 0:50:42 time: 0.4037 data_time: 0.1189 memory: 9350 loss: 0.3135 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0039 loss_cls: 0.0540 acc: 97.4365 loss_bbox: 0.0684 loss_mask: 0.1823 2022/11/01 14:32:23 - mmengine - INFO - Epoch(train) [102][80/125] lr: 2.0000e-03 eta: 0:50:37 time: 0.3891 data_time: 0.0902 memory: 9311 loss: 0.3582 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0044 loss_cls: 0.0616 acc: 96.8262 loss_bbox: 0.0864 loss_mask: 0.2020 2022/11/01 14:32:25 - mmengine - INFO - Epoch(train) [102][85/125] lr: 2.0000e-03 eta: 0:50:37 time: 0.3755 data_time: 0.0778 memory: 9157 loss: 0.3805 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0038 loss_cls: 0.0626 acc: 98.4619 loss_bbox: 0.0896 loss_mask: 0.2213 2022/11/01 14:32:27 - mmengine - INFO - Epoch(train) [102][90/125] lr: 2.0000e-03 eta: 0:50:33 time: 0.4034 data_time: 0.1161 memory: 9121 loss: 0.3500 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0034 loss_cls: 0.0588 acc: 96.8994 loss_bbox: 0.0816 loss_mask: 0.2017 2022/11/01 14:32:29 - mmengine - INFO - Epoch(train) [102][95/125] lr: 2.0000e-03 eta: 0:50:33 time: 0.4104 data_time: 0.1251 memory: 9085 loss: 0.3458 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0033 loss_cls: 0.0584 acc: 97.1680 loss_bbox: 0.0737 loss_mask: 0.2060 2022/11/01 14:32:31 - mmengine - INFO - Epoch(train) [102][100/125] lr: 2.0000e-03 eta: 0:50:29 time: 0.3856 data_time: 0.0865 memory: 9271 loss: 0.3724 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0037 loss_cls: 0.0648 acc: 97.1436 loss_bbox: 0.0810 loss_mask: 0.2188 2022/11/01 14:32:33 - mmengine - INFO - Epoch(train) [102][105/125] lr: 2.0000e-03 eta: 0:50:29 time: 0.3596 data_time: 0.0640 memory: 8869 loss: 0.3447 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0030 loss_cls: 0.0557 acc: 98.6084 loss_bbox: 0.0722 loss_mask: 0.2103 2022/11/01 14:32:35 - mmengine - INFO - Epoch(train) [102][110/125] lr: 2.0000e-03 eta: 0:50:24 time: 0.3763 data_time: 0.0816 memory: 9056 loss: 0.3171 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0030 loss_cls: 0.0464 acc: 95.8740 loss_bbox: 0.0596 loss_mask: 0.2040 2022/11/01 14:32:37 - mmengine - INFO - Epoch(train) [102][115/125] lr: 2.0000e-03 eta: 0:50:24 time: 0.4213 data_time: 0.1129 memory: 9145 loss: 0.3285 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0032 loss_cls: 0.0537 acc: 97.8760 loss_bbox: 0.0675 loss_mask: 0.1994 2022/11/01 14:32:39 - mmengine - INFO - Epoch(train) [102][120/125] lr: 2.0000e-03 eta: 0:50:20 time: 0.4051 data_time: 0.1135 memory: 9269 loss: 0.3467 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0030 loss_cls: 0.0607 acc: 96.9971 loss_bbox: 0.0720 loss_mask: 0.2062 2022/11/01 14:32:41 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:32:41 - mmengine - INFO - Epoch(train) [102][125/125] lr: 2.0000e-03 eta: 0:50:20 time: 0.3685 data_time: 0.0747 memory: 8997 loss: 0.3913 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0041 loss_cls: 0.0663 acc: 97.5830 loss_bbox: 0.0821 loss_mask: 0.2319 2022/11/01 14:32:44 - mmengine - INFO - Epoch(train) [103][5/125] lr: 2.0000e-03 eta: 0:50:20 time: 0.5110 data_time: 0.1341 memory: 10338 loss: 0.3747 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0045 loss_cls: 0.0611 acc: 96.2158 loss_bbox: 0.0856 loss_mask: 0.2184 2022/11/01 14:32:46 - mmengine - INFO - Epoch(train) [103][10/125] lr: 2.0000e-03 eta: 0:50:13 time: 0.5341 data_time: 0.1528 memory: 8918 loss: 0.3387 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0580 acc: 98.1445 loss_bbox: 0.0738 loss_mask: 0.1999 2022/11/01 14:32:48 - mmengine - INFO - Epoch(train) [103][15/125] lr: 2.0000e-03 eta: 0:50:13 time: 0.3982 data_time: 0.0799 memory: 9327 loss: 0.3419 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0030 loss_cls: 0.0582 acc: 97.8516 loss_bbox: 0.0738 loss_mask: 0.2032 2022/11/01 14:32:50 - mmengine - INFO - Epoch(train) [103][20/125] lr: 2.0000e-03 eta: 0:50:09 time: 0.4183 data_time: 0.0947 memory: 9285 loss: 0.3520 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0036 loss_cls: 0.0609 acc: 98.6084 loss_bbox: 0.0830 loss_mask: 0.2000 2022/11/01 14:32:53 - mmengine - INFO - Epoch(train) [103][25/125] lr: 2.0000e-03 eta: 0:50:09 time: 0.4529 data_time: 0.1395 memory: 9340 loss: 0.3587 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0040 loss_cls: 0.0627 acc: 97.9980 loss_bbox: 0.0762 loss_mask: 0.2120 2022/11/01 14:32:55 - mmengine - INFO - Epoch(train) [103][30/125] lr: 2.0000e-03 eta: 0:50:05 time: 0.4543 data_time: 0.1477 memory: 9452 loss: 0.3440 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0039 loss_cls: 0.0576 acc: 97.5342 loss_bbox: 0.0798 loss_mask: 0.2001 2022/11/01 14:32:57 - mmengine - INFO - Epoch(train) [103][35/125] lr: 2.0000e-03 eta: 0:50:05 time: 0.4163 data_time: 0.1110 memory: 9491 loss: 0.3537 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0041 loss_cls: 0.0630 acc: 98.1934 loss_bbox: 0.0975 loss_mask: 0.1852 2022/11/01 14:32:59 - mmengine - INFO - Epoch(train) [103][40/125] lr: 2.0000e-03 eta: 0:50:01 time: 0.3956 data_time: 0.1010 memory: 9412 loss: 0.3727 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0047 loss_cls: 0.0757 acc: 96.5088 loss_bbox: 0.1000 loss_mask: 0.1876 2022/11/01 14:33:01 - mmengine - INFO - Epoch(train) [103][45/125] lr: 2.0000e-03 eta: 0:50:01 time: 0.4052 data_time: 0.1177 memory: 9131 loss: 0.3372 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0035 loss_cls: 0.0633 acc: 97.9248 loss_bbox: 0.0748 loss_mask: 0.1916 2022/11/01 14:33:03 - mmengine - INFO - Epoch(train) [103][50/125] lr: 2.0000e-03 eta: 0:49:57 time: 0.4073 data_time: 0.1008 memory: 9340 loss: 0.3262 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0036 loss_cls: 0.0569 acc: 96.7773 loss_bbox: 0.0721 loss_mask: 0.1901 2022/11/01 14:33:05 - mmengine - INFO - Epoch(train) [103][55/125] lr: 2.0000e-03 eta: 0:49:57 time: 0.3921 data_time: 0.0801 memory: 8957 loss: 0.3423 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0044 loss_cls: 0.0589 acc: 97.5342 loss_bbox: 0.0793 loss_mask: 0.1962 2022/11/01 14:33:07 - mmengine - INFO - Epoch(train) [103][60/125] lr: 2.0000e-03 eta: 0:49:52 time: 0.3980 data_time: 0.1030 memory: 9105 loss: 0.3539 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0600 acc: 98.8770 loss_bbox: 0.0784 loss_mask: 0.2086 2022/11/01 14:33:09 - mmengine - INFO - Epoch(train) [103][65/125] lr: 2.0000e-03 eta: 0:49:52 time: 0.4555 data_time: 0.1410 memory: 9118 loss: 0.3588 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0042 loss_cls: 0.0646 acc: 96.0449 loss_bbox: 0.0838 loss_mask: 0.2004 2022/11/01 14:33:11 - mmengine - INFO - Epoch(train) [103][70/125] lr: 2.0000e-03 eta: 0:49:48 time: 0.4485 data_time: 0.1282 memory: 9409 loss: 0.3661 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0044 loss_cls: 0.0636 acc: 95.3857 loss_bbox: 0.0854 loss_mask: 0.2072 2022/11/01 14:33:13 - mmengine - INFO - Epoch(train) [103][75/125] lr: 2.0000e-03 eta: 0:49:48 time: 0.3986 data_time: 0.0917 memory: 9693 loss: 0.3681 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0038 loss_cls: 0.0637 acc: 96.7285 loss_bbox: 0.0879 loss_mask: 0.2100 2022/11/01 14:33:16 - mmengine - INFO - Epoch(train) [103][80/125] lr: 2.0000e-03 eta: 0:49:44 time: 0.4312 data_time: 0.1067 memory: 9101 loss: 0.3429 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0042 loss_cls: 0.0558 acc: 98.3154 loss_bbox: 0.0792 loss_mask: 0.2010 2022/11/01 14:33:18 - mmengine - INFO - Epoch(train) [103][85/125] lr: 2.0000e-03 eta: 0:49:44 time: 0.4534 data_time: 0.1322 memory: 9157 loss: 0.3468 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0046 loss_cls: 0.0585 acc: 96.9971 loss_bbox: 0.0807 loss_mask: 0.1981 2022/11/01 14:33:20 - mmengine - INFO - Epoch(train) [103][90/125] lr: 2.0000e-03 eta: 0:49:40 time: 0.4271 data_time: 0.1267 memory: 9082 loss: 0.3624 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0038 loss_cls: 0.0639 acc: 96.3867 loss_bbox: 0.0806 loss_mask: 0.2082 2022/11/01 14:33:22 - mmengine - INFO - Epoch(train) [103][95/125] lr: 2.0000e-03 eta: 0:49:40 time: 0.4132 data_time: 0.1053 memory: 9262 loss: 0.3469 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0031 loss_cls: 0.0603 acc: 96.6797 loss_bbox: 0.0727 loss_mask: 0.2061 2022/11/01 14:33:25 - mmengine - INFO - Epoch(train) [103][100/125] lr: 2.0000e-03 eta: 0:49:36 time: 0.4524 data_time: 0.1204 memory: 9252 loss: 0.3072 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0032 loss_cls: 0.0567 acc: 97.8027 loss_bbox: 0.0694 loss_mask: 0.1748 2022/11/01 14:33:27 - mmengine - INFO - Epoch(train) [103][105/125] lr: 2.0000e-03 eta: 0:49:36 time: 0.5089 data_time: 0.1690 memory: 8855 loss: 0.2980 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0027 loss_cls: 0.0532 acc: 97.1680 loss_bbox: 0.0581 loss_mask: 0.1811 2022/11/01 14:33:29 - mmengine - INFO - Epoch(train) [103][110/125] lr: 2.0000e-03 eta: 0:49:33 time: 0.4707 data_time: 0.1489 memory: 9578 loss: 0.3304 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0033 loss_cls: 0.0579 acc: 97.7295 loss_bbox: 0.0706 loss_mask: 0.1944 2022/11/01 14:33:31 - mmengine - INFO - Epoch(train) [103][115/125] lr: 2.0000e-03 eta: 0:49:33 time: 0.4083 data_time: 0.0934 memory: 9232 loss: 0.3280 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0556 acc: 97.5098 loss_bbox: 0.0790 loss_mask: 0.1865 2022/11/01 14:33:33 - mmengine - INFO - Epoch(train) [103][120/125] lr: 2.0000e-03 eta: 0:49:28 time: 0.4156 data_time: 0.1030 memory: 9062 loss: 0.3235 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0030 loss_cls: 0.0513 acc: 97.4609 loss_bbox: 0.0744 loss_mask: 0.1923 2022/11/01 14:33:35 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:33:35 - mmengine - INFO - Epoch(train) [103][125/125] lr: 2.0000e-03 eta: 0:49:28 time: 0.3857 data_time: 0.0877 memory: 9134 loss: 0.3227 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0029 loss_cls: 0.0544 acc: 97.5342 loss_bbox: 0.0756 loss_mask: 0.1873 2022/11/01 14:33:38 - mmengine - INFO - Epoch(train) [104][5/125] lr: 2.0000e-03 eta: 0:49:28 time: 0.4332 data_time: 0.1407 memory: 9406 loss: 0.3413 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0037 loss_cls: 0.0615 acc: 97.7295 loss_bbox: 0.0833 loss_mask: 0.1890 2022/11/01 14:33:40 - mmengine - INFO - Epoch(train) [104][10/125] lr: 2.0000e-03 eta: 0:49:21 time: 0.4722 data_time: 0.1751 memory: 8914 loss: 0.3458 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0035 loss_cls: 0.0594 acc: 96.4600 loss_bbox: 0.0753 loss_mask: 0.2028 2022/11/01 14:33:42 - mmengine - INFO - Epoch(train) [104][15/125] lr: 2.0000e-03 eta: 0:49:21 time: 0.4062 data_time: 0.1101 memory: 9062 loss: 0.3323 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0029 loss_cls: 0.0557 acc: 96.9238 loss_bbox: 0.0685 loss_mask: 0.2003 2022/11/01 14:33:44 - mmengine - INFO - Epoch(train) [104][20/125] lr: 2.0000e-03 eta: 0:49:17 time: 0.4018 data_time: 0.0991 memory: 9347 loss: 0.3568 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0043 loss_cls: 0.0658 acc: 96.7773 loss_bbox: 0.0853 loss_mask: 0.1960 2022/11/01 14:33:46 - mmengine - INFO - Epoch(train) [104][25/125] lr: 2.0000e-03 eta: 0:49:17 time: 0.4254 data_time: 0.1240 memory: 9141 loss: 0.3422 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0041 loss_cls: 0.0654 acc: 96.5332 loss_bbox: 0.0822 loss_mask: 0.1861 2022/11/01 14:33:48 - mmengine - INFO - Epoch(train) [104][30/125] lr: 2.0000e-03 eta: 0:49:13 time: 0.4012 data_time: 0.1105 memory: 9030 loss: 0.3264 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0032 loss_cls: 0.0556 acc: 99.9756 loss_bbox: 0.0721 loss_mask: 0.1925 2022/11/01 14:33:50 - mmengine - INFO - Epoch(train) [104][35/125] lr: 2.0000e-03 eta: 0:49:13 time: 0.3513 data_time: 0.0627 memory: 9098 loss: 0.3466 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0039 loss_cls: 0.0589 acc: 98.0957 loss_bbox: 0.0769 loss_mask: 0.2034 2022/11/01 14:33:52 - mmengine - INFO - Epoch(train) [104][40/125] lr: 2.0000e-03 eta: 0:49:08 time: 0.3696 data_time: 0.0814 memory: 9363 loss: 0.3336 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0042 loss_cls: 0.0579 acc: 96.4355 loss_bbox: 0.0785 loss_mask: 0.1870 2022/11/01 14:33:54 - mmengine - INFO - Epoch(train) [104][45/125] lr: 2.0000e-03 eta: 0:49:08 time: 0.4594 data_time: 0.1417 memory: 9213 loss: 0.3265 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0038 loss_cls: 0.0567 acc: 97.1436 loss_bbox: 0.0789 loss_mask: 0.1815 2022/11/01 14:33:56 - mmengine - INFO - Epoch(train) [104][50/125] lr: 2.0000e-03 eta: 0:49:04 time: 0.4669 data_time: 0.1460 memory: 9134 loss: 0.3336 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0037 loss_cls: 0.0598 acc: 98.0957 loss_bbox: 0.0817 loss_mask: 0.1857 2022/11/01 14:33:58 - mmengine - INFO - Epoch(train) [104][55/125] lr: 2.0000e-03 eta: 0:49:04 time: 0.3872 data_time: 0.0943 memory: 9350 loss: 0.3277 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0036 loss_cls: 0.0571 acc: 97.6562 loss_bbox: 0.0769 loss_mask: 0.1873 2022/11/01 14:34:00 - mmengine - INFO - Epoch(train) [104][60/125] lr: 2.0000e-03 eta: 0:49:00 time: 0.3781 data_time: 0.0820 memory: 9186 loss: 0.3168 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0031 loss_cls: 0.0538 acc: 98.6084 loss_bbox: 0.0714 loss_mask: 0.1857 2022/11/01 14:34:02 - mmengine - INFO - Epoch(train) [104][65/125] lr: 2.0000e-03 eta: 0:49:00 time: 0.4080 data_time: 0.1071 memory: 9111 loss: 0.3166 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0035 loss_cls: 0.0535 acc: 98.3154 loss_bbox: 0.0715 loss_mask: 0.1846 2022/11/01 14:34:04 - mmengine - INFO - Epoch(train) [104][70/125] lr: 2.0000e-03 eta: 0:48:56 time: 0.4278 data_time: 0.1173 memory: 9568 loss: 0.3441 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0034 loss_cls: 0.0613 acc: 97.9248 loss_bbox: 0.0802 loss_mask: 0.1948 2022/11/01 14:34:06 - mmengine - INFO - Epoch(train) [104][75/125] lr: 2.0000e-03 eta: 0:48:56 time: 0.4117 data_time: 0.1004 memory: 9173 loss: 0.3242 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0028 loss_cls: 0.0573 acc: 98.0225 loss_bbox: 0.0732 loss_mask: 0.1878 2022/11/01 14:34:08 - mmengine - INFO - Epoch(train) [104][80/125] lr: 2.0000e-03 eta: 0:48:51 time: 0.3915 data_time: 0.0951 memory: 9219 loss: 0.3250 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0038 loss_cls: 0.0577 acc: 98.0469 loss_bbox: 0.0689 loss_mask: 0.1910 2022/11/01 14:34:10 - mmengine - INFO - Epoch(train) [104][85/125] lr: 2.0000e-03 eta: 0:48:51 time: 0.4026 data_time: 0.1063 memory: 9432 loss: 0.3646 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0054 loss_cls: 0.0674 acc: 96.7041 loss_bbox: 0.0857 loss_mask: 0.2011 2022/11/01 14:34:12 - mmengine - INFO - Epoch(train) [104][90/125] lr: 2.0000e-03 eta: 0:48:47 time: 0.4163 data_time: 0.1104 memory: 9062 loss: 0.3525 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0047 loss_cls: 0.0590 acc: 99.1211 loss_bbox: 0.0799 loss_mask: 0.2033 2022/11/01 14:34:14 - mmengine - INFO - Epoch(train) [104][95/125] lr: 2.0000e-03 eta: 0:48:47 time: 0.4028 data_time: 0.1007 memory: 9517 loss: 0.3617 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0041 loss_cls: 0.0603 acc: 98.2666 loss_bbox: 0.0791 loss_mask: 0.2134 2022/11/01 14:34:17 - mmengine - INFO - Epoch(train) [104][100/125] lr: 2.0000e-03 eta: 0:48:43 time: 0.4218 data_time: 0.1257 memory: 9657 loss: 0.3607 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0044 loss_cls: 0.0662 acc: 95.2637 loss_bbox: 0.0898 loss_mask: 0.1963 2022/11/01 14:34:19 - mmengine - INFO - Epoch(train) [104][105/125] lr: 2.0000e-03 eta: 0:48:43 time: 0.4344 data_time: 0.1375 memory: 9575 loss: 0.3228 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0038 loss_cls: 0.0570 acc: 97.0703 loss_bbox: 0.0841 loss_mask: 0.1745 2022/11/01 14:34:21 - mmengine - INFO - Epoch(train) [104][110/125] lr: 2.0000e-03 eta: 0:48:39 time: 0.4121 data_time: 0.1061 memory: 9167 loss: 0.2986 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0032 loss_cls: 0.0518 acc: 97.1924 loss_bbox: 0.0737 loss_mask: 0.1665 2022/11/01 14:34:23 - mmengine - INFO - Epoch(train) [104][115/125] lr: 2.0000e-03 eta: 0:48:39 time: 0.4085 data_time: 0.0844 memory: 9462 loss: 0.3365 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0039 loss_cls: 0.0622 acc: 97.0703 loss_bbox: 0.0838 loss_mask: 0.1818 2022/11/01 14:34:25 - mmengine - INFO - Epoch(train) [104][120/125] lr: 2.0000e-03 eta: 0:48:35 time: 0.4519 data_time: 0.1013 memory: 10704 loss: 0.3900 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0048 loss_cls: 0.0705 acc: 95.0684 loss_bbox: 0.1063 loss_mask: 0.2037 2022/11/01 14:34:27 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:34:27 - mmengine - INFO - Epoch(train) [104][125/125] lr: 2.0000e-03 eta: 0:48:35 time: 0.4099 data_time: 0.0819 memory: 9213 loss: 0.3943 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0046 loss_cls: 0.0676 acc: 98.2666 loss_bbox: 0.1013 loss_mask: 0.2151 2022/11/01 14:34:29 - mmengine - INFO - Epoch(train) [105][5/125] lr: 2.0000e-03 eta: 0:48:35 time: 0.4241 data_time: 0.1284 memory: 9494 loss: 0.4135 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0051 loss_cls: 0.0773 acc: 97.1191 loss_bbox: 0.1011 loss_mask: 0.2234 2022/11/01 14:34:31 - mmengine - INFO - Epoch(train) [105][10/125] lr: 2.0000e-03 eta: 0:48:28 time: 0.4596 data_time: 0.1490 memory: 9360 loss: 0.4103 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0052 loss_cls: 0.0731 acc: 97.8760 loss_bbox: 0.0979 loss_mask: 0.2283 2022/11/01 14:34:33 - mmengine - INFO - Epoch(train) [105][15/125] lr: 2.0000e-03 eta: 0:48:28 time: 0.4009 data_time: 0.0982 memory: 9088 loss: 0.3619 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0034 loss_cls: 0.0520 acc: 99.0967 loss_bbox: 0.0720 loss_mask: 0.2304 2022/11/01 14:34:36 - mmengine - INFO - Epoch(train) [105][20/125] lr: 2.0000e-03 eta: 0:48:24 time: 0.4351 data_time: 0.1370 memory: 9529 loss: 0.3616 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0031 loss_cls: 0.0573 acc: 98.2910 loss_bbox: 0.0750 loss_mask: 0.2232 2022/11/01 14:34:38 - mmengine - INFO - Epoch(train) [105][25/125] lr: 2.0000e-03 eta: 0:48:24 time: 0.4675 data_time: 0.1520 memory: 10240 loss: 0.3585 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0047 loss_cls: 0.0652 acc: 97.8516 loss_bbox: 0.0876 loss_mask: 0.1968 2022/11/01 14:34:40 - mmengine - INFO - Epoch(train) [105][30/125] lr: 2.0000e-03 eta: 0:48:19 time: 0.4180 data_time: 0.1172 memory: 8994 loss: 0.3217 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0044 loss_cls: 0.0546 acc: 98.1201 loss_bbox: 0.0745 loss_mask: 0.1841 2022/11/01 14:34:42 - mmengine - INFO - Epoch(train) [105][35/125] lr: 2.0000e-03 eta: 0:48:19 time: 0.4164 data_time: 0.1204 memory: 9239 loss: 0.3552 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0039 loss_cls: 0.0592 acc: 95.8740 loss_bbox: 0.0820 loss_mask: 0.2065 2022/11/01 14:34:44 - mmengine - INFO - Epoch(train) [105][40/125] lr: 2.0000e-03 eta: 0:48:15 time: 0.4304 data_time: 0.1153 memory: 9311 loss: 0.3816 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0045 loss_cls: 0.0700 acc: 97.5098 loss_bbox: 0.0960 loss_mask: 0.2075 2022/11/01 14:34:46 - mmengine - INFO - Epoch(train) [105][45/125] lr: 2.0000e-03 eta: 0:48:15 time: 0.3957 data_time: 0.0926 memory: 8862 loss: 0.3414 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0034 loss_cls: 0.0583 acc: 98.0713 loss_bbox: 0.0739 loss_mask: 0.2022 2022/11/01 14:34:48 - mmengine - INFO - Epoch(train) [105][50/125] lr: 2.0000e-03 eta: 0:48:11 time: 0.3863 data_time: 0.0989 memory: 9304 loss: 0.3291 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0031 loss_cls: 0.0515 acc: 98.3643 loss_bbox: 0.0641 loss_mask: 0.2056 2022/11/01 14:34:50 - mmengine - INFO - Epoch(train) [105][55/125] lr: 2.0000e-03 eta: 0:48:11 time: 0.3871 data_time: 0.0999 memory: 9033 loss: 0.3270 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0032 loss_cls: 0.0551 acc: 98.6328 loss_bbox: 0.0707 loss_mask: 0.1935 2022/11/01 14:34:52 - mmengine - INFO - Epoch(train) [105][60/125] lr: 2.0000e-03 eta: 0:48:07 time: 0.3934 data_time: 0.1054 memory: 9376 loss: 0.3196 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0033 loss_cls: 0.0561 acc: 98.4131 loss_bbox: 0.0739 loss_mask: 0.1829 2022/11/01 14:34:54 - mmengine - INFO - Epoch(train) [105][65/125] lr: 2.0000e-03 eta: 0:48:07 time: 0.3973 data_time: 0.1010 memory: 9455 loss: 0.3435 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0037 loss_cls: 0.0589 acc: 98.7305 loss_bbox: 0.0821 loss_mask: 0.1952 2022/11/01 14:34:56 - mmengine - INFO - Epoch(train) [105][70/125] lr: 2.0000e-03 eta: 0:48:02 time: 0.3863 data_time: 0.0892 memory: 9039 loss: 0.3355 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0038 loss_cls: 0.0561 acc: 98.5840 loss_bbox: 0.0787 loss_mask: 0.1937 2022/11/01 14:34:58 - mmengine - INFO - Epoch(train) [105][75/125] lr: 2.0000e-03 eta: 0:48:02 time: 0.3832 data_time: 0.0899 memory: 9288 loss: 0.3308 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0035 loss_cls: 0.0587 acc: 97.4609 loss_bbox: 0.0846 loss_mask: 0.1810 2022/11/01 14:35:00 - mmengine - INFO - Epoch(train) [105][80/125] lr: 2.0000e-03 eta: 0:47:58 time: 0.3818 data_time: 0.0900 memory: 9016 loss: 0.3490 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0031 loss_cls: 0.0610 acc: 97.1191 loss_bbox: 0.0833 loss_mask: 0.1977 2022/11/01 14:35:02 - mmengine - INFO - Epoch(train) [105][85/125] lr: 2.0000e-03 eta: 0:47:58 time: 0.3883 data_time: 0.1044 memory: 9213 loss: 0.3276 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0025 loss_cls: 0.0545 acc: 99.1455 loss_bbox: 0.0667 loss_mask: 0.1998 2022/11/01 14:35:04 - mmengine - INFO - Epoch(train) [105][90/125] lr: 2.0000e-03 eta: 0:47:54 time: 0.4241 data_time: 0.1145 memory: 9601 loss: 0.3186 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0033 loss_cls: 0.0557 acc: 94.2627 loss_bbox: 0.0719 loss_mask: 0.1819 2022/11/01 14:35:07 - mmengine - INFO - Epoch(train) [105][95/125] lr: 2.0000e-03 eta: 0:47:54 time: 0.5054 data_time: 0.1283 memory: 9177 loss: 0.3644 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0045 loss_cls: 0.0643 acc: 97.4365 loss_bbox: 0.0866 loss_mask: 0.2027 2022/11/01 14:35:09 - mmengine - INFO - Epoch(train) [105][100/125] lr: 2.0000e-03 eta: 0:47:50 time: 0.4790 data_time: 0.1141 memory: 9222 loss: 0.3738 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0039 loss_cls: 0.0650 acc: 96.2891 loss_bbox: 0.0890 loss_mask: 0.2120 2022/11/01 14:35:11 - mmengine - INFO - Epoch(train) [105][105/125] lr: 2.0000e-03 eta: 0:47:50 time: 0.3816 data_time: 0.0858 memory: 8895 loss: 0.3111 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0025 loss_cls: 0.0510 acc: 98.6816 loss_bbox: 0.0632 loss_mask: 0.1914 2022/11/01 14:35:13 - mmengine - INFO - Epoch(train) [105][110/125] lr: 2.0000e-03 eta: 0:47:46 time: 0.3983 data_time: 0.0962 memory: 9334 loss: 0.3109 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0024 loss_cls: 0.0498 acc: 97.9492 loss_bbox: 0.0597 loss_mask: 0.1964 2022/11/01 14:35:15 - mmengine - INFO - Epoch(train) [105][115/125] lr: 2.0000e-03 eta: 0:47:46 time: 0.4303 data_time: 0.1086 memory: 9487 loss: 0.3516 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0040 loss_cls: 0.0590 acc: 97.7051 loss_bbox: 0.0789 loss_mask: 0.2067 2022/11/01 14:35:17 - mmengine - INFO - Epoch(train) [105][120/125] lr: 2.0000e-03 eta: 0:47:42 time: 0.4121 data_time: 0.1060 memory: 9471 loss: 0.3547 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0044 loss_cls: 0.0617 acc: 98.8281 loss_bbox: 0.0811 loss_mask: 0.2042 2022/11/01 14:35:19 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:35:19 - mmengine - INFO - Epoch(train) [105][125/125] lr: 2.0000e-03 eta: 0:47:42 time: 0.3598 data_time: 0.0604 memory: 9399 loss: 0.3479 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0036 loss_cls: 0.0629 acc: 96.8750 loss_bbox: 0.0869 loss_mask: 0.1913 2022/11/01 14:35:21 - mmengine - INFO - Epoch(train) [106][5/125] lr: 2.0000e-03 eta: 0:47:42 time: 0.4315 data_time: 0.1205 memory: 9154 loss: 0.3360 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0031 loss_cls: 0.0548 acc: 98.9990 loss_bbox: 0.0787 loss_mask: 0.1963 2022/11/01 14:35:23 - mmengine - INFO - Epoch(train) [106][10/125] lr: 2.0000e-03 eta: 0:47:35 time: 0.4879 data_time: 0.1666 memory: 9269 loss: 0.3384 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0044 loss_cls: 0.0560 acc: 97.9492 loss_bbox: 0.0742 loss_mask: 0.2005 2022/11/01 14:35:25 - mmengine - INFO - Epoch(train) [106][15/125] lr: 2.0000e-03 eta: 0:47:35 time: 0.4167 data_time: 0.1110 memory: 8689 loss: 0.3245 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0040 loss_cls: 0.0530 acc: 99.1455 loss_bbox: 0.0646 loss_mask: 0.1999 2022/11/01 14:35:27 - mmengine - INFO - Epoch(train) [106][20/125] lr: 2.0000e-03 eta: 0:47:30 time: 0.3840 data_time: 0.0844 memory: 9209 loss: 0.3396 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0027 loss_cls: 0.0530 acc: 97.4609 loss_bbox: 0.0630 loss_mask: 0.2177 2022/11/01 14:35:30 - mmengine - INFO - Epoch(train) [106][25/125] lr: 2.0000e-03 eta: 0:47:30 time: 0.4310 data_time: 0.1194 memory: 9288 loss: 0.3619 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0628 acc: 99.3164 loss_bbox: 0.0807 loss_mask: 0.2112 2022/11/01 14:35:32 - mmengine - INFO - Epoch(train) [106][30/125] lr: 2.0000e-03 eta: 0:47:26 time: 0.4277 data_time: 0.1239 memory: 9134 loss: 0.3326 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0033 loss_cls: 0.0581 acc: 99.4141 loss_bbox: 0.0761 loss_mask: 0.1903 2022/11/01 14:35:33 - mmengine - INFO - Epoch(train) [106][35/125] lr: 2.0000e-03 eta: 0:47:26 time: 0.3848 data_time: 0.0873 memory: 9275 loss: 0.2926 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0023 loss_cls: 0.0448 acc: 98.9746 loss_bbox: 0.0609 loss_mask: 0.1808 2022/11/01 14:35:36 - mmengine - INFO - Epoch(train) [106][40/125] lr: 2.0000e-03 eta: 0:47:22 time: 0.3957 data_time: 0.1069 memory: 8918 loss: 0.3028 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0024 loss_cls: 0.0479 acc: 98.7793 loss_bbox: 0.0601 loss_mask: 0.1898 2022/11/01 14:35:38 - mmengine - INFO - Epoch(train) [106][45/125] lr: 2.0000e-03 eta: 0:47:22 time: 0.4196 data_time: 0.1293 memory: 9462 loss: 0.3613 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0041 loss_cls: 0.0657 acc: 97.3633 loss_bbox: 0.0831 loss_mask: 0.2048 2022/11/01 14:35:40 - mmengine - INFO - Epoch(train) [106][50/125] lr: 2.0000e-03 eta: 0:47:18 time: 0.4458 data_time: 0.1398 memory: 9435 loss: 0.3900 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0055 loss_cls: 0.0700 acc: 95.8496 loss_bbox: 0.1080 loss_mask: 0.2036 2022/11/01 14:35:42 - mmengine - INFO - Epoch(train) [106][55/125] lr: 2.0000e-03 eta: 0:47:18 time: 0.4432 data_time: 0.1352 memory: 8904 loss: 0.3635 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0042 loss_cls: 0.0572 acc: 98.0957 loss_bbox: 0.0864 loss_mask: 0.2119 2022/11/01 14:35:45 - mmengine - INFO - Epoch(train) [106][60/125] lr: 2.0000e-03 eta: 0:47:14 time: 0.4774 data_time: 0.1289 memory: 9452 loss: 0.3560 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0037 loss_cls: 0.0576 acc: 96.6553 loss_bbox: 0.0798 loss_mask: 0.2101 2022/11/01 14:35:47 - mmengine - INFO - Epoch(train) [106][65/125] lr: 2.0000e-03 eta: 0:47:14 time: 0.4803 data_time: 0.1250 memory: 9461 loss: 0.3865 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0048 loss_cls: 0.0749 acc: 96.2158 loss_bbox: 0.1069 loss_mask: 0.1958 2022/11/01 14:35:49 - mmengine - INFO - Epoch(train) [106][70/125] lr: 2.0000e-03 eta: 0:47:10 time: 0.4458 data_time: 0.1341 memory: 9255 loss: 0.3812 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0045 loss_cls: 0.0705 acc: 96.8018 loss_bbox: 0.0998 loss_mask: 0.2026 2022/11/01 14:35:51 - mmengine - INFO - Epoch(train) [106][75/125] lr: 2.0000e-03 eta: 0:47:10 time: 0.4440 data_time: 0.1216 memory: 9340 loss: 0.3591 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0041 loss_cls: 0.0596 acc: 98.4619 loss_bbox: 0.0872 loss_mask: 0.2038 2022/11/01 14:35:53 - mmengine - INFO - Epoch(train) [106][80/125] lr: 2.0000e-03 eta: 0:47:06 time: 0.3985 data_time: 0.0841 memory: 8990 loss: 0.3343 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0043 loss_cls: 0.0535 acc: 98.8770 loss_bbox: 0.0779 loss_mask: 0.1948 2022/11/01 14:35:55 - mmengine - INFO - Epoch(train) [106][85/125] lr: 2.0000e-03 eta: 0:47:06 time: 0.3800 data_time: 0.0801 memory: 9552 loss: 0.3299 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0045 loss_cls: 0.0547 acc: 98.0957 loss_bbox: 0.0763 loss_mask: 0.1903 2022/11/01 14:35:58 - mmengine - INFO - Epoch(train) [106][90/125] lr: 2.0000e-03 eta: 0:47:02 time: 0.4595 data_time: 0.1393 memory: 9183 loss: 0.3226 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0036 loss_cls: 0.0539 acc: 97.8271 loss_bbox: 0.0742 loss_mask: 0.1870 2022/11/01 14:36:00 - mmengine - INFO - Epoch(train) [106][95/125] lr: 2.0000e-03 eta: 0:47:02 time: 0.4551 data_time: 0.1384 memory: 9465 loss: 0.3488 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0042 loss_cls: 0.0600 acc: 98.7793 loss_bbox: 0.0862 loss_mask: 0.1943 2022/11/01 14:36:02 - mmengine - INFO - Epoch(train) [106][100/125] lr: 2.0000e-03 eta: 0:46:58 time: 0.4161 data_time: 0.0886 memory: 9167 loss: 0.3839 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0047 loss_cls: 0.0708 acc: 97.7539 loss_bbox: 0.0962 loss_mask: 0.2066 2022/11/01 14:36:04 - mmengine - INFO - Epoch(train) [106][105/125] lr: 2.0000e-03 eta: 0:46:58 time: 0.4578 data_time: 0.1095 memory: 9252 loss: 0.3481 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0035 loss_cls: 0.0604 acc: 98.2422 loss_bbox: 0.0813 loss_mask: 0.1991 2022/11/01 14:36:07 - mmengine - INFO - Epoch(train) [106][110/125] lr: 2.0000e-03 eta: 0:46:54 time: 0.4555 data_time: 0.1314 memory: 9591 loss: 0.3486 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0035 loss_cls: 0.0586 acc: 99.2188 loss_bbox: 0.0837 loss_mask: 0.1992 2022/11/01 14:36:09 - mmengine - INFO - Epoch(train) [106][115/125] lr: 2.0000e-03 eta: 0:46:54 time: 0.4304 data_time: 0.1125 memory: 9745 loss: 0.3695 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0049 loss_cls: 0.0635 acc: 98.5352 loss_bbox: 0.0947 loss_mask: 0.2017 2022/11/01 14:36:11 - mmengine - INFO - Epoch(train) [106][120/125] lr: 2.0000e-03 eta: 0:46:50 time: 0.4205 data_time: 0.0932 memory: 9291 loss: 0.3554 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0051 loss_cls: 0.0639 acc: 96.5576 loss_bbox: 0.0932 loss_mask: 0.1889 2022/11/01 14:36:12 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:36:12 - mmengine - INFO - Epoch(train) [106][125/125] lr: 2.0000e-03 eta: 0:46:50 time: 0.3880 data_time: 0.0809 memory: 9285 loss: 0.3360 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0045 loss_cls: 0.0629 acc: 97.7051 loss_bbox: 0.0825 loss_mask: 0.1814 2022/11/01 14:36:15 - mmengine - INFO - Epoch(train) [107][5/125] lr: 2.0000e-03 eta: 0:46:50 time: 0.4112 data_time: 0.1204 memory: 9422 loss: 0.3483 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0041 loss_cls: 0.0689 acc: 95.4590 loss_bbox: 0.0848 loss_mask: 0.1857 2022/11/01 14:36:17 - mmengine - INFO - Epoch(train) [107][10/125] lr: 2.0000e-03 eta: 0:46:42 time: 0.4341 data_time: 0.1466 memory: 9170 loss: 0.3521 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0040 loss_cls: 0.0677 acc: 97.8760 loss_bbox: 0.0883 loss_mask: 0.1882 2022/11/01 14:36:19 - mmengine - INFO - Epoch(train) [107][15/125] lr: 2.0000e-03 eta: 0:46:42 time: 0.3794 data_time: 0.0885 memory: 9294 loss: 0.3234 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0035 loss_cls: 0.0539 acc: 99.6094 loss_bbox: 0.0748 loss_mask: 0.1876 2022/11/01 14:36:21 - mmengine - INFO - Epoch(train) [107][20/125] lr: 2.0000e-03 eta: 0:46:38 time: 0.3699 data_time: 0.0800 memory: 8954 loss: 0.3058 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0029 loss_cls: 0.0505 acc: 98.7305 loss_bbox: 0.0652 loss_mask: 0.1828 2022/11/01 14:36:22 - mmengine - INFO - Epoch(train) [107][25/125] lr: 2.0000e-03 eta: 0:46:38 time: 0.3762 data_time: 0.0925 memory: 9111 loss: 0.3262 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0032 loss_cls: 0.0581 acc: 97.6807 loss_bbox: 0.0742 loss_mask: 0.1858 2022/11/01 14:36:24 - mmengine - INFO - Epoch(train) [107][30/125] lr: 2.0000e-03 eta: 0:46:34 time: 0.3878 data_time: 0.1079 memory: 9092 loss: 0.3240 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0032 loss_cls: 0.0564 acc: 98.6816 loss_bbox: 0.0733 loss_mask: 0.1876 2022/11/01 14:36:26 - mmengine - INFO - Epoch(train) [107][35/125] lr: 2.0000e-03 eta: 0:46:34 time: 0.3878 data_time: 0.1030 memory: 9647 loss: 0.3394 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0041 loss_cls: 0.0599 acc: 94.6777 loss_bbox: 0.0846 loss_mask: 0.1869 2022/11/01 14:36:28 - mmengine - INFO - Epoch(train) [107][40/125] lr: 2.0000e-03 eta: 0:46:29 time: 0.3956 data_time: 0.1036 memory: 9370 loss: 0.3632 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0047 loss_cls: 0.0674 acc: 98.0957 loss_bbox: 0.0993 loss_mask: 0.1883 2022/11/01 14:36:30 - mmengine - INFO - Epoch(train) [107][45/125] lr: 2.0000e-03 eta: 0:46:29 time: 0.4043 data_time: 0.1115 memory: 9533 loss: 0.3274 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0035 loss_cls: 0.0567 acc: 98.6816 loss_bbox: 0.0856 loss_mask: 0.1790 2022/11/01 14:36:32 - mmengine - INFO - Epoch(train) [107][50/125] lr: 2.0000e-03 eta: 0:46:25 time: 0.3989 data_time: 0.1129 memory: 9167 loss: 0.3244 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0030 loss_cls: 0.0506 acc: 98.1201 loss_bbox: 0.0726 loss_mask: 0.1944 2022/11/01 14:36:34 - mmengine - INFO - Epoch(train) [107][55/125] lr: 2.0000e-03 eta: 0:46:25 time: 0.3906 data_time: 0.1069 memory: 9233 loss: 0.3266 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0571 acc: 96.8750 loss_bbox: 0.0710 loss_mask: 0.1913 2022/11/01 14:36:36 - mmengine - INFO - Epoch(train) [107][60/125] lr: 2.0000e-03 eta: 0:46:21 time: 0.3757 data_time: 0.0896 memory: 9157 loss: 0.3145 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0036 loss_cls: 0.0570 acc: 95.8984 loss_bbox: 0.0685 loss_mask: 0.1820 2022/11/01 14:36:38 - mmengine - INFO - Epoch(train) [107][65/125] lr: 2.0000e-03 eta: 0:46:21 time: 0.3733 data_time: 0.0822 memory: 9294 loss: 0.2936 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0029 loss_cls: 0.0455 acc: 98.7549 loss_bbox: 0.0596 loss_mask: 0.1822 2022/11/01 14:36:40 - mmengine - INFO - Epoch(train) [107][70/125] lr: 2.0000e-03 eta: 0:46:17 time: 0.4193 data_time: 0.1183 memory: 8852 loss: 0.2999 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0026 loss_cls: 0.0472 acc: 96.8018 loss_bbox: 0.0625 loss_mask: 0.1844 2022/11/01 14:36:42 - mmengine - INFO - Epoch(train) [107][75/125] lr: 2.0000e-03 eta: 0:46:17 time: 0.4149 data_time: 0.1190 memory: 9275 loss: 0.3312 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0035 loss_cls: 0.0554 acc: 96.9727 loss_bbox: 0.0772 loss_mask: 0.1922 2022/11/01 14:36:44 - mmengine - INFO - Epoch(train) [107][80/125] lr: 2.0000e-03 eta: 0:46:12 time: 0.3615 data_time: 0.0732 memory: 9370 loss: 0.3397 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0036 loss_cls: 0.0540 acc: 98.7793 loss_bbox: 0.0814 loss_mask: 0.1971 2022/11/01 14:36:46 - mmengine - INFO - Epoch(train) [107][85/125] lr: 2.0000e-03 eta: 0:46:12 time: 0.3969 data_time: 0.1002 memory: 9298 loss: 0.3155 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0029 loss_cls: 0.0512 acc: 96.3623 loss_bbox: 0.0728 loss_mask: 0.1849 2022/11/01 14:36:49 - mmengine - INFO - Epoch(train) [107][90/125] lr: 2.0000e-03 eta: 0:46:08 time: 0.4781 data_time: 0.1661 memory: 9370 loss: 0.3273 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0612 acc: 96.9971 loss_bbox: 0.0822 loss_mask: 0.1770 2022/11/01 14:36:51 - mmengine - INFO - Epoch(train) [107][95/125] lr: 2.0000e-03 eta: 0:46:08 time: 0.4839 data_time: 0.1557 memory: 10671 loss: 0.4235 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0048 loss_cls: 0.0866 acc: 97.6318 loss_bbox: 0.1167 loss_mask: 0.2090 2022/11/01 14:36:53 - mmengine - INFO - Epoch(train) [107][100/125] lr: 2.0000e-03 eta: 0:46:04 time: 0.4175 data_time: 0.0986 memory: 9452 loss: 0.4330 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0053 loss_cls: 0.0838 acc: 97.2412 loss_bbox: 0.1192 loss_mask: 0.2176 2022/11/01 14:36:55 - mmengine - INFO - Epoch(train) [107][105/125] lr: 2.0000e-03 eta: 0:46:04 time: 0.3818 data_time: 0.0895 memory: 8974 loss: 0.3691 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0042 loss_cls: 0.0602 acc: 97.5830 loss_bbox: 0.0904 loss_mask: 0.2100 2022/11/01 14:36:57 - mmengine - INFO - Epoch(train) [107][110/125] lr: 2.0000e-03 eta: 0:46:00 time: 0.3871 data_time: 0.0966 memory: 9036 loss: 0.3350 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0036 loss_cls: 0.0560 acc: 96.9238 loss_bbox: 0.0733 loss_mask: 0.1984 2022/11/01 14:36:59 - mmengine - INFO - Epoch(train) [107][115/125] lr: 2.0000e-03 eta: 0:46:00 time: 0.3904 data_time: 0.0998 memory: 9200 loss: 0.3314 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0556 acc: 96.7285 loss_bbox: 0.0694 loss_mask: 0.1993 2022/11/01 14:37:01 - mmengine - INFO - Epoch(train) [107][120/125] lr: 2.0000e-03 eta: 0:45:56 time: 0.3993 data_time: 0.0927 memory: 10667 loss: 0.3585 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0044 loss_cls: 0.0615 acc: 98.6084 loss_bbox: 0.0826 loss_mask: 0.2060 2022/11/01 14:37:02 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:37:02 - mmengine - INFO - Epoch(train) [107][125/125] lr: 2.0000e-03 eta: 0:45:56 time: 0.3703 data_time: 0.0605 memory: 9046 loss: 0.3411 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0042 loss_cls: 0.0616 acc: 99.3408 loss_bbox: 0.0750 loss_mask: 0.1950 2022/11/01 14:37:05 - mmengine - INFO - Epoch(train) [108][5/125] lr: 2.0000e-03 eta: 0:45:56 time: 0.4237 data_time: 0.1311 memory: 9118 loss: 0.3424 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0043 loss_cls: 0.0640 acc: 95.7275 loss_bbox: 0.0706 loss_mask: 0.1982 2022/11/01 14:37:07 - mmengine - INFO - Epoch(train) [108][10/125] lr: 2.0000e-03 eta: 0:45:48 time: 0.4442 data_time: 0.1568 memory: 8797 loss: 0.3239 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0040 loss_cls: 0.0564 acc: 98.4863 loss_bbox: 0.0680 loss_mask: 0.1918 2022/11/01 14:37:09 - mmengine - INFO - Epoch(train) [108][15/125] lr: 2.0000e-03 eta: 0:45:48 time: 0.3641 data_time: 0.0771 memory: 9667 loss: 0.3113 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0026 loss_cls: 0.0438 acc: 96.2646 loss_bbox: 0.0618 loss_mask: 0.2004 2022/11/01 14:37:10 - mmengine - INFO - Epoch(train) [108][20/125] lr: 2.0000e-03 eta: 0:45:44 time: 0.3608 data_time: 0.0694 memory: 9386 loss: 0.3555 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0033 loss_cls: 0.0571 acc: 99.1699 loss_bbox: 0.0797 loss_mask: 0.2116 2022/11/01 14:37:13 - mmengine - INFO - Epoch(train) [108][25/125] lr: 2.0000e-03 eta: 0:45:44 time: 0.4144 data_time: 0.1051 memory: 10570 loss: 0.3624 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0038 loss_cls: 0.0661 acc: 99.0967 loss_bbox: 0.0885 loss_mask: 0.1983 2022/11/01 14:37:15 - mmengine - INFO - Epoch(train) [108][30/125] lr: 2.0000e-03 eta: 0:45:40 time: 0.4287 data_time: 0.1204 memory: 9193 loss: 0.3304 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0035 loss_cls: 0.0575 acc: 97.5586 loss_bbox: 0.0814 loss_mask: 0.1837 2022/11/01 14:37:17 - mmengine - INFO - Epoch(train) [108][35/125] lr: 2.0000e-03 eta: 0:45:40 time: 0.3890 data_time: 0.0917 memory: 9144 loss: 0.3016 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0029 loss_cls: 0.0486 acc: 97.8516 loss_bbox: 0.0703 loss_mask: 0.1776 2022/11/01 14:37:19 - mmengine - INFO - Epoch(train) [108][40/125] lr: 2.0000e-03 eta: 0:45:35 time: 0.3810 data_time: 0.0820 memory: 9167 loss: 0.2919 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0027 loss_cls: 0.0452 acc: 98.8281 loss_bbox: 0.0576 loss_mask: 0.1824 2022/11/01 14:37:21 - mmengine - INFO - Epoch(train) [108][45/125] lr: 2.0000e-03 eta: 0:45:35 time: 0.4057 data_time: 0.1067 memory: 9242 loss: 0.3077 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0025 loss_cls: 0.0480 acc: 97.8760 loss_bbox: 0.0608 loss_mask: 0.1926 2022/11/01 14:37:23 - mmengine - INFO - Epoch(train) [108][50/125] lr: 2.0000e-03 eta: 0:45:31 time: 0.4299 data_time: 0.1167 memory: 9252 loss: 0.3504 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0036 loss_cls: 0.0606 acc: 97.5098 loss_bbox: 0.0777 loss_mask: 0.2050 2022/11/01 14:37:25 - mmengine - INFO - Epoch(train) [108][55/125] lr: 2.0000e-03 eta: 0:45:31 time: 0.4040 data_time: 0.0972 memory: 9092 loss: 0.3570 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0043 loss_cls: 0.0617 acc: 99.3164 loss_bbox: 0.0818 loss_mask: 0.2035 2022/11/01 14:37:27 - mmengine - INFO - Epoch(train) [108][60/125] lr: 2.0000e-03 eta: 0:45:27 time: 0.4085 data_time: 0.1050 memory: 9288 loss: 0.3652 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0040 loss_cls: 0.0616 acc: 96.7285 loss_bbox: 0.0837 loss_mask: 0.2106 2022/11/01 14:37:29 - mmengine - INFO - Epoch(train) [108][65/125] lr: 2.0000e-03 eta: 0:45:27 time: 0.4320 data_time: 0.1250 memory: 9413 loss: 0.3628 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0034 loss_cls: 0.0666 acc: 96.8506 loss_bbox: 0.0825 loss_mask: 0.2062 2022/11/01 14:37:31 - mmengine - INFO - Epoch(train) [108][70/125] lr: 2.0000e-03 eta: 0:45:23 time: 0.4031 data_time: 0.1027 memory: 9429 loss: 0.3349 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0039 loss_cls: 0.0568 acc: 97.6562 loss_bbox: 0.0748 loss_mask: 0.1933 2022/11/01 14:37:33 - mmengine - INFO - Epoch(train) [108][75/125] lr: 2.0000e-03 eta: 0:45:23 time: 0.3730 data_time: 0.0814 memory: 8810 loss: 0.2894 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0033 loss_cls: 0.0415 acc: 98.5596 loss_bbox: 0.0566 loss_mask: 0.1827 2022/11/01 14:37:35 - mmengine - INFO - Epoch(train) [108][80/125] lr: 2.0000e-03 eta: 0:45:19 time: 0.4014 data_time: 0.0933 memory: 9555 loss: 0.3237 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0036 loss_cls: 0.0562 acc: 98.2178 loss_bbox: 0.0728 loss_mask: 0.1874 2022/11/01 14:37:37 - mmengine - INFO - Epoch(train) [108][85/125] lr: 2.0000e-03 eta: 0:45:19 time: 0.4513 data_time: 0.1306 memory: 9327 loss: 0.3744 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0050 loss_cls: 0.0731 acc: 98.0225 loss_bbox: 0.0952 loss_mask: 0.1968 2022/11/01 14:37:40 - mmengine - INFO - Epoch(train) [108][90/125] lr: 2.0000e-03 eta: 0:45:15 time: 0.5408 data_time: 0.1271 memory: 10468 loss: 0.3651 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0043 loss_cls: 0.0650 acc: 96.8018 loss_bbox: 0.0888 loss_mask: 0.2038 2022/11/01 14:37:42 - mmengine - INFO - Epoch(train) [108][95/125] lr: 2.0000e-03 eta: 0:45:15 time: 0.5133 data_time: 0.0894 memory: 9017 loss: 0.3553 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0040 loss_cls: 0.0578 acc: 98.5596 loss_bbox: 0.0825 loss_mask: 0.2069 2022/11/01 14:37:44 - mmengine - INFO - Epoch(train) [108][100/125] lr: 2.0000e-03 eta: 0:45:11 time: 0.4042 data_time: 0.0958 memory: 9314 loss: 0.3338 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0040 loss_cls: 0.0569 acc: 97.2900 loss_bbox: 0.0771 loss_mask: 0.1920 2022/11/01 14:37:46 - mmengine - INFO - Epoch(train) [108][105/125] lr: 2.0000e-03 eta: 0:45:11 time: 0.4006 data_time: 0.1096 memory: 9150 loss: 0.3348 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0034 loss_cls: 0.0550 acc: 98.5596 loss_bbox: 0.0757 loss_mask: 0.1967 2022/11/01 14:37:49 - mmengine - INFO - Epoch(train) [108][110/125] lr: 2.0000e-03 eta: 0:45:07 time: 0.4110 data_time: 0.1015 memory: 9056 loss: 0.3158 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0026 loss_cls: 0.0462 acc: 97.9004 loss_bbox: 0.0639 loss_mask: 0.1989 2022/11/01 14:37:51 - mmengine - INFO - Epoch(train) [108][115/125] lr: 2.0000e-03 eta: 0:45:07 time: 0.4035 data_time: 0.0840 memory: 9144 loss: 0.3344 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0030 loss_cls: 0.0554 acc: 98.3643 loss_bbox: 0.0716 loss_mask: 0.2014 2022/11/01 14:37:53 - mmengine - INFO - Epoch(train) [108][120/125] lr: 2.0000e-03 eta: 0:45:03 time: 0.4259 data_time: 0.1081 memory: 10546 loss: 0.3714 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0039 loss_cls: 0.0638 acc: 98.4619 loss_bbox: 0.0855 loss_mask: 0.2149 2022/11/01 14:37:54 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:37:54 - mmengine - INFO - Epoch(train) [108][125/125] lr: 2.0000e-03 eta: 0:45:03 time: 0.3845 data_time: 0.0844 memory: 8927 loss: 0.3549 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0549 acc: 98.1934 loss_bbox: 0.0759 loss_mask: 0.2173 2022/11/01 14:37:57 - mmengine - INFO - Epoch(train) [109][5/125] lr: 2.0000e-03 eta: 0:45:03 time: 0.4546 data_time: 0.1270 memory: 9399 loss: 0.3685 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0033 loss_cls: 0.0629 acc: 96.1670 loss_bbox: 0.0803 loss_mask: 0.2189 2022/11/01 14:38:00 - mmengine - INFO - Epoch(train) [109][10/125] lr: 2.0000e-03 eta: 0:44:56 time: 0.5166 data_time: 0.1648 memory: 9488 loss: 0.3791 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0037 loss_cls: 0.0731 acc: 96.9971 loss_bbox: 0.0915 loss_mask: 0.2074 2022/11/01 14:38:02 - mmengine - INFO - Epoch(train) [109][15/125] lr: 2.0000e-03 eta: 0:44:56 time: 0.5003 data_time: 0.1646 memory: 9085 loss: 0.3401 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0034 loss_cls: 0.0635 acc: 96.9971 loss_bbox: 0.0790 loss_mask: 0.1908 2022/11/01 14:38:04 - mmengine - INFO - Epoch(train) [109][20/125] lr: 2.0000e-03 eta: 0:44:52 time: 0.4851 data_time: 0.1591 memory: 9213 loss: 0.3330 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0035 loss_cls: 0.0575 acc: 98.1934 loss_bbox: 0.0825 loss_mask: 0.1860 2022/11/01 14:38:07 - mmengine - INFO - Epoch(train) [109][25/125] lr: 2.0000e-03 eta: 0:44:52 time: 0.4283 data_time: 0.1121 memory: 9501 loss: 0.3547 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0043 loss_cls: 0.0629 acc: 97.9248 loss_bbox: 0.0947 loss_mask: 0.1891 2022/11/01 14:38:09 - mmengine - INFO - Epoch(train) [109][30/125] lr: 2.0000e-03 eta: 0:44:48 time: 0.4301 data_time: 0.1103 memory: 9131 loss: 0.3302 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0036 loss_cls: 0.0562 acc: 97.8516 loss_bbox: 0.0791 loss_mask: 0.1881 2022/11/01 14:38:11 - mmengine - INFO - Epoch(train) [109][35/125] lr: 2.0000e-03 eta: 0:44:48 time: 0.4188 data_time: 0.1148 memory: 8957 loss: 0.3026 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0026 loss_cls: 0.0485 acc: 98.5596 loss_bbox: 0.0656 loss_mask: 0.1829 2022/11/01 14:38:13 - mmengine - INFO - Epoch(train) [109][40/125] lr: 2.0000e-03 eta: 0:44:44 time: 0.4068 data_time: 0.1040 memory: 9298 loss: 0.3414 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0030 loss_cls: 0.0569 acc: 98.4131 loss_bbox: 0.0766 loss_mask: 0.2013 2022/11/01 14:38:15 - mmengine - INFO - Epoch(train) [109][45/125] lr: 2.0000e-03 eta: 0:44:44 time: 0.4121 data_time: 0.1086 memory: 9164 loss: 0.3433 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0033 loss_cls: 0.0545 acc: 96.9727 loss_bbox: 0.0748 loss_mask: 0.2076 2022/11/01 14:38:17 - mmengine - INFO - Epoch(train) [109][50/125] lr: 2.0000e-03 eta: 0:44:40 time: 0.4215 data_time: 0.1227 memory: 9709 loss: 0.3669 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0040 loss_cls: 0.0670 acc: 96.9238 loss_bbox: 0.0902 loss_mask: 0.2012 2022/11/01 14:38:19 - mmengine - INFO - Epoch(train) [109][55/125] lr: 2.0000e-03 eta: 0:44:40 time: 0.3961 data_time: 0.0974 memory: 9154 loss: 0.3523 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0039 loss_cls: 0.0695 acc: 97.4854 loss_bbox: 0.0902 loss_mask: 0.1841 2022/11/01 14:38:21 - mmengine - INFO - Epoch(train) [109][60/125] lr: 2.0000e-03 eta: 0:44:35 time: 0.3860 data_time: 0.0943 memory: 8790 loss: 0.2820 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0025 loss_cls: 0.0473 acc: 97.5586 loss_bbox: 0.0549 loss_mask: 0.1743 2022/11/01 14:38:23 - mmengine - INFO - Epoch(train) [109][65/125] lr: 2.0000e-03 eta: 0:44:35 time: 0.4044 data_time: 0.1103 memory: 9259 loss: 0.3427 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0036 loss_cls: 0.0607 acc: 97.3389 loss_bbox: 0.0781 loss_mask: 0.1947 2022/11/01 14:38:25 - mmengine - INFO - Epoch(train) [109][70/125] lr: 2.0000e-03 eta: 0:44:31 time: 0.4152 data_time: 0.1199 memory: 9196 loss: 0.3631 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0044 loss_cls: 0.0681 acc: 97.3389 loss_bbox: 0.0935 loss_mask: 0.1910 2022/11/01 14:38:27 - mmengine - INFO - Epoch(train) [109][75/125] lr: 2.0000e-03 eta: 0:44:31 time: 0.4393 data_time: 0.1376 memory: 9294 loss: 0.3288 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0035 loss_cls: 0.0600 acc: 96.9482 loss_bbox: 0.0808 loss_mask: 0.1807 2022/11/01 14:38:29 - mmengine - INFO - Epoch(train) [109][80/125] lr: 2.0000e-03 eta: 0:44:27 time: 0.4296 data_time: 0.1232 memory: 9318 loss: 0.3341 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0032 loss_cls: 0.0604 acc: 98.0957 loss_bbox: 0.0809 loss_mask: 0.1869 2022/11/01 14:38:31 - mmengine - INFO - Epoch(train) [109][85/125] lr: 2.0000e-03 eta: 0:44:27 time: 0.3944 data_time: 0.0963 memory: 9216 loss: 0.3391 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0031 loss_cls: 0.0584 acc: 98.4131 loss_bbox: 0.0803 loss_mask: 0.1937 2022/11/01 14:38:33 - mmengine - INFO - Epoch(train) [109][90/125] lr: 2.0000e-03 eta: 0:44:23 time: 0.3906 data_time: 0.0937 memory: 9631 loss: 0.3760 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0042 loss_cls: 0.0641 acc: 97.7539 loss_bbox: 0.0916 loss_mask: 0.2113 2022/11/01 14:38:35 - mmengine - INFO - Epoch(train) [109][95/125] lr: 2.0000e-03 eta: 0:44:23 time: 0.4093 data_time: 0.1129 memory: 9121 loss: 0.3590 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0042 loss_cls: 0.0635 acc: 99.2920 loss_bbox: 0.0856 loss_mask: 0.2014 2022/11/01 14:38:38 - mmengine - INFO - Epoch(train) [109][100/125] lr: 2.0000e-03 eta: 0:44:19 time: 0.4429 data_time: 0.1177 memory: 9095 loss: 0.3138 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0034 loss_cls: 0.0584 acc: 97.5830 loss_bbox: 0.0699 loss_mask: 0.1784 2022/11/01 14:38:40 - mmengine - INFO - Epoch(train) [109][105/125] lr: 2.0000e-03 eta: 0:44:19 time: 0.4558 data_time: 0.1200 memory: 9186 loss: 0.3229 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0033 loss_cls: 0.0600 acc: 97.4365 loss_bbox: 0.0741 loss_mask: 0.1821 2022/11/01 14:38:42 - mmengine - INFO - Epoch(train) [109][110/125] lr: 2.0000e-03 eta: 0:44:15 time: 0.4232 data_time: 0.1153 memory: 9379 loss: 0.3509 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0604 acc: 97.3145 loss_bbox: 0.0846 loss_mask: 0.1989 2022/11/01 14:38:44 - mmengine - INFO - Epoch(train) [109][115/125] lr: 2.0000e-03 eta: 0:44:15 time: 0.3959 data_time: 0.0978 memory: 9484 loss: 0.3777 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0044 loss_cls: 0.0673 acc: 97.1436 loss_bbox: 0.0985 loss_mask: 0.2032 2022/11/01 14:38:46 - mmengine - INFO - Epoch(train) [109][120/125] lr: 2.0000e-03 eta: 0:44:10 time: 0.4126 data_time: 0.1152 memory: 9056 loss: 0.3603 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0045 loss_cls: 0.0651 acc: 98.5840 loss_bbox: 0.0918 loss_mask: 0.1942 2022/11/01 14:38:48 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:38:48 - mmengine - INFO - Epoch(train) [109][125/125] lr: 2.0000e-03 eta: 0:44:10 time: 0.3870 data_time: 0.0929 memory: 9562 loss: 0.3660 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0044 loss_cls: 0.0650 acc: 96.8262 loss_bbox: 0.0881 loss_mask: 0.2048 2022/11/01 14:38:50 - mmengine - INFO - Epoch(train) [110][5/125] lr: 2.0000e-03 eta: 0:44:10 time: 0.4249 data_time: 0.1365 memory: 9236 loss: 0.3634 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0037 loss_cls: 0.0644 acc: 97.9004 loss_bbox: 0.0873 loss_mask: 0.2049 2022/11/01 14:38:52 - mmengine - INFO - Epoch(train) [110][10/125] lr: 2.0000e-03 eta: 0:44:03 time: 0.4595 data_time: 0.1694 memory: 9426 loss: 0.3492 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0037 loss_cls: 0.0633 acc: 96.4844 loss_bbox: 0.0852 loss_mask: 0.1933 2022/11/01 14:38:54 - mmengine - INFO - Epoch(train) [110][15/125] lr: 2.0000e-03 eta: 0:44:03 time: 0.3843 data_time: 0.0972 memory: 9190 loss: 0.3550 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0043 loss_cls: 0.0646 acc: 98.2422 loss_bbox: 0.0838 loss_mask: 0.1953 2022/11/01 14:38:56 - mmengine - INFO - Epoch(train) [110][20/125] lr: 2.0000e-03 eta: 0:43:59 time: 0.3530 data_time: 0.0711 memory: 8784 loss: 0.3327 loss_rpn_cls: 0.0075 loss_rpn_bbox: 0.0039 loss_cls: 0.0530 acc: 98.7305 loss_bbox: 0.0672 loss_mask: 0.2011 2022/11/01 14:38:58 - mmengine - INFO - Epoch(train) [110][25/125] lr: 2.0000e-03 eta: 0:43:59 time: 0.3633 data_time: 0.0836 memory: 9030 loss: 0.3171 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0033 loss_cls: 0.0490 acc: 98.0713 loss_bbox: 0.0631 loss_mask: 0.1972 2022/11/01 14:39:00 - mmengine - INFO - Epoch(train) [110][30/125] lr: 2.0000e-03 eta: 0:43:55 time: 0.3916 data_time: 0.1098 memory: 9435 loss: 0.3248 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0033 loss_cls: 0.0556 acc: 96.1914 loss_bbox: 0.0723 loss_mask: 0.1894 2022/11/01 14:39:02 - mmengine - INFO - Epoch(train) [110][35/125] lr: 2.0000e-03 eta: 0:43:55 time: 0.4097 data_time: 0.1232 memory: 9660 loss: 0.3268 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0037 loss_cls: 0.0570 acc: 98.0225 loss_bbox: 0.0802 loss_mask: 0.1809 2022/11/01 14:39:04 - mmengine - INFO - Epoch(train) [110][40/125] lr: 2.0000e-03 eta: 0:43:50 time: 0.3845 data_time: 0.1029 memory: 9334 loss: 0.3327 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0036 loss_cls: 0.0576 acc: 96.5088 loss_bbox: 0.0819 loss_mask: 0.1848 2022/11/01 14:39:06 - mmengine - INFO - Epoch(train) [110][45/125] lr: 2.0000e-03 eta: 0:43:50 time: 0.4000 data_time: 0.1177 memory: 9134 loss: 0.3706 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0039 loss_cls: 0.0590 acc: 99.1699 loss_bbox: 0.0787 loss_mask: 0.2241 2022/11/01 14:39:08 - mmengine - INFO - Epoch(train) [110][50/125] lr: 2.0000e-03 eta: 0:43:46 time: 0.4199 data_time: 0.1258 memory: 9591 loss: 0.3791 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0045 loss_cls: 0.0641 acc: 98.7793 loss_bbox: 0.0845 loss_mask: 0.2208 2022/11/01 14:39:10 - mmengine - INFO - Epoch(train) [110][55/125] lr: 2.0000e-03 eta: 0:43:46 time: 0.3733 data_time: 0.0830 memory: 9016 loss: 0.3453 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0042 loss_cls: 0.0625 acc: 97.7783 loss_bbox: 0.0796 loss_mask: 0.1936 2022/11/01 14:39:11 - mmengine - INFO - Epoch(train) [110][60/125] lr: 2.0000e-03 eta: 0:43:42 time: 0.3464 data_time: 0.0587 memory: 9158 loss: 0.3278 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0031 loss_cls: 0.0568 acc: 97.6807 loss_bbox: 0.0639 loss_mask: 0.1993 2022/11/01 14:39:14 - mmengine - INFO - Epoch(train) [110][65/125] lr: 2.0000e-03 eta: 0:43:42 time: 0.4070 data_time: 0.0861 memory: 9079 loss: 0.3079 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0027 loss_cls: 0.0542 acc: 97.7783 loss_bbox: 0.0611 loss_mask: 0.1859 2022/11/01 14:39:16 - mmengine - INFO - Epoch(train) [110][70/125] lr: 2.0000e-03 eta: 0:43:38 time: 0.4875 data_time: 0.1539 memory: 9498 loss: 0.3157 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0038 loss_cls: 0.0535 acc: 96.8750 loss_bbox: 0.0718 loss_mask: 0.1817 2022/11/01 14:39:18 - mmengine - INFO - Epoch(train) [110][75/125] lr: 2.0000e-03 eta: 0:43:38 time: 0.4485 data_time: 0.1371 memory: 9304 loss: 0.3378 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0040 loss_cls: 0.0547 acc: 98.2178 loss_bbox: 0.0800 loss_mask: 0.1957 2022/11/01 14:39:20 - mmengine - INFO - Epoch(train) [110][80/125] lr: 2.0000e-03 eta: 0:43:33 time: 0.3888 data_time: 0.0829 memory: 9429 loss: 0.3216 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0031 loss_cls: 0.0497 acc: 99.0234 loss_bbox: 0.0743 loss_mask: 0.1919 2022/11/01 14:39:22 - mmengine - INFO - Epoch(train) [110][85/125] lr: 2.0000e-03 eta: 0:43:33 time: 0.3884 data_time: 0.0906 memory: 9272 loss: 0.2886 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0026 loss_cls: 0.0447 acc: 99.1455 loss_bbox: 0.0633 loss_mask: 0.1754 2022/11/01 14:39:24 - mmengine - INFO - Epoch(train) [110][90/125] lr: 2.0000e-03 eta: 0:43:29 time: 0.3989 data_time: 0.1101 memory: 9285 loss: 0.3276 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0028 loss_cls: 0.0528 acc: 97.8516 loss_bbox: 0.0655 loss_mask: 0.2027 2022/11/01 14:39:26 - mmengine - INFO - Epoch(train) [110][95/125] lr: 2.0000e-03 eta: 0:43:29 time: 0.3867 data_time: 0.0976 memory: 9562 loss: 0.3644 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0033 loss_cls: 0.0611 acc: 96.8018 loss_bbox: 0.0775 loss_mask: 0.2175 2022/11/01 14:39:28 - mmengine - INFO - Epoch(train) [110][100/125] lr: 2.0000e-03 eta: 0:43:25 time: 0.3544 data_time: 0.0667 memory: 9689 loss: 0.3561 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0044 loss_cls: 0.0660 acc: 95.5322 loss_bbox: 0.0902 loss_mask: 0.1914 2022/11/01 14:39:30 - mmengine - INFO - Epoch(train) [110][105/125] lr: 2.0000e-03 eta: 0:43:25 time: 0.3792 data_time: 0.0949 memory: 9016 loss: 0.3438 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0043 loss_cls: 0.0612 acc: 97.6807 loss_bbox: 0.0826 loss_mask: 0.1915 2022/11/01 14:39:32 - mmengine - INFO - Epoch(train) [110][110/125] lr: 2.0000e-03 eta: 0:43:21 time: 0.4027 data_time: 0.1219 memory: 9242 loss: 0.3061 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0029 loss_cls: 0.0481 acc: 98.8525 loss_bbox: 0.0636 loss_mask: 0.1885 2022/11/01 14:39:33 - mmengine - INFO - Epoch(train) [110][115/125] lr: 2.0000e-03 eta: 0:43:21 time: 0.3753 data_time: 0.0914 memory: 9134 loss: 0.3183 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0027 loss_cls: 0.0558 acc: 97.0215 loss_bbox: 0.0728 loss_mask: 0.1841 2022/11/01 14:39:35 - mmengine - INFO - Epoch(train) [110][120/125] lr: 2.0000e-03 eta: 0:43:16 time: 0.3634 data_time: 0.0810 memory: 9170 loss: 0.3295 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0027 loss_cls: 0.0555 acc: 99.0479 loss_bbox: 0.0723 loss_mask: 0.1951 2022/11/01 14:39:37 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:39:37 - mmengine - INFO - Epoch(train) [110][125/125] lr: 2.0000e-03 eta: 0:43:16 time: 0.3517 data_time: 0.0694 memory: 9634 loss: 0.3391 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0038 loss_cls: 0.0607 acc: 97.8760 loss_bbox: 0.0716 loss_mask: 0.1978 2022/11/01 14:39:39 - mmengine - INFO - Epoch(train) [111][5/125] lr: 2.0000e-03 eta: 0:43:16 time: 0.3945 data_time: 0.1072 memory: 9134 loss: 0.3243 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0042 loss_cls: 0.0647 acc: 97.3145 loss_bbox: 0.0701 loss_mask: 0.1799 2022/11/01 14:39:41 - mmengine - INFO - Epoch(train) [111][10/125] lr: 2.0000e-03 eta: 0:43:09 time: 0.4291 data_time: 0.1362 memory: 9181 loss: 0.3394 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0042 loss_cls: 0.0628 acc: 97.1436 loss_bbox: 0.0804 loss_mask: 0.1873 2022/11/01 14:39:43 - mmengine - INFO - Epoch(train) [111][15/125] lr: 2.0000e-03 eta: 0:43:09 time: 0.3874 data_time: 0.0957 memory: 9465 loss: 0.3661 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0047 loss_cls: 0.0678 acc: 98.7549 loss_bbox: 0.0969 loss_mask: 0.1922 2022/11/01 14:39:45 - mmengine - INFO - Epoch(train) [111][20/125] lr: 2.0000e-03 eta: 0:43:04 time: 0.3594 data_time: 0.0801 memory: 8780 loss: 0.3093 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0032 loss_cls: 0.0544 acc: 98.6328 loss_bbox: 0.0719 loss_mask: 0.1766 2022/11/01 14:39:47 - mmengine - INFO - Epoch(train) [111][25/125] lr: 2.0000e-03 eta: 0:43:04 time: 0.3460 data_time: 0.0701 memory: 9183 loss: 0.2922 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0026 loss_cls: 0.0475 acc: 98.2422 loss_bbox: 0.0594 loss_mask: 0.1796 2022/11/01 14:39:50 - mmengine - INFO - Epoch(train) [111][30/125] lr: 2.0000e-03 eta: 0:43:01 time: 0.4782 data_time: 0.1626 memory: 8971 loss: 0.3036 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0029 loss_cls: 0.0497 acc: 98.5107 loss_bbox: 0.0644 loss_mask: 0.1823 2022/11/01 14:39:53 - mmengine - INFO - Epoch(train) [111][35/125] lr: 2.0000e-03 eta: 0:43:01 time: 0.5968 data_time: 0.2079 memory: 9712 loss: 0.3418 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0044 loss_cls: 0.0585 acc: 98.8770 loss_bbox: 0.0778 loss_mask: 0.1940 2022/11/01 14:39:55 - mmengine - INFO - Epoch(train) [111][40/125] lr: 2.0000e-03 eta: 0:42:57 time: 0.5026 data_time: 0.1256 memory: 9330 loss: 0.3785 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0048 loss_cls: 0.0706 acc: 98.8525 loss_bbox: 0.0878 loss_mask: 0.2088 2022/11/01 14:39:57 - mmengine - INFO - Epoch(train) [111][45/125] lr: 2.0000e-03 eta: 0:42:57 time: 0.4333 data_time: 0.1098 memory: 9210 loss: 0.3601 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0034 loss_cls: 0.0686 acc: 97.0947 loss_bbox: 0.0801 loss_mask: 0.2046 2022/11/01 14:39:59 - mmengine - INFO - Epoch(train) [111][50/125] lr: 2.0000e-03 eta: 0:42:53 time: 0.4356 data_time: 0.1219 memory: 9399 loss: 0.3569 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0040 loss_cls: 0.0670 acc: 98.2666 loss_bbox: 0.0871 loss_mask: 0.1957 2022/11/01 14:40:01 - mmengine - INFO - Epoch(train) [111][55/125] lr: 2.0000e-03 eta: 0:42:53 time: 0.4098 data_time: 0.1079 memory: 9105 loss: 0.3301 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0035 loss_cls: 0.0562 acc: 98.7061 loss_bbox: 0.0761 loss_mask: 0.1913 2022/11/01 14:40:03 - mmengine - INFO - Epoch(train) [111][60/125] lr: 2.0000e-03 eta: 0:42:49 time: 0.4096 data_time: 0.0994 memory: 9301 loss: 0.3219 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0034 loss_cls: 0.0526 acc: 97.5830 loss_bbox: 0.0736 loss_mask: 0.1889 2022/11/01 14:40:05 - mmengine - INFO - Epoch(train) [111][65/125] lr: 2.0000e-03 eta: 0:42:49 time: 0.4240 data_time: 0.1038 memory: 9285 loss: 0.3376 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0036 loss_cls: 0.0582 acc: 97.6562 loss_bbox: 0.0823 loss_mask: 0.1899 2022/11/01 14:40:07 - mmengine - INFO - Epoch(train) [111][70/125] lr: 2.0000e-03 eta: 0:42:45 time: 0.4398 data_time: 0.1313 memory: 9366 loss: 0.3309 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0035 loss_cls: 0.0567 acc: 96.9482 loss_bbox: 0.0801 loss_mask: 0.1874 2022/11/01 14:40:09 - mmengine - INFO - Epoch(train) [111][75/125] lr: 2.0000e-03 eta: 0:42:45 time: 0.4236 data_time: 0.1203 memory: 9108 loss: 0.3132 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0032 loss_cls: 0.0559 acc: 98.3887 loss_bbox: 0.0734 loss_mask: 0.1775 2022/11/01 14:40:11 - mmengine - INFO - Epoch(train) [111][80/125] lr: 2.0000e-03 eta: 0:42:40 time: 0.3869 data_time: 0.0713 memory: 9363 loss: 0.3047 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0029 loss_cls: 0.0530 acc: 97.7295 loss_bbox: 0.0675 loss_mask: 0.1767 2022/11/01 14:40:13 - mmengine - INFO - Epoch(train) [111][85/125] lr: 2.0000e-03 eta: 0:42:40 time: 0.3885 data_time: 0.0746 memory: 8879 loss: 0.3210 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0028 loss_cls: 0.0501 acc: 96.9482 loss_bbox: 0.0632 loss_mask: 0.2005 2022/11/01 14:40:15 - mmengine - INFO - Epoch(train) [111][90/125] lr: 2.0000e-03 eta: 0:42:36 time: 0.4078 data_time: 0.1140 memory: 9148 loss: 0.3557 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0029 loss_cls: 0.0586 acc: 98.5352 loss_bbox: 0.0738 loss_mask: 0.2163 2022/11/01 14:40:18 - mmengine - INFO - Epoch(train) [111][95/125] lr: 2.0000e-03 eta: 0:42:36 time: 0.4386 data_time: 0.1440 memory: 9432 loss: 0.3897 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0046 loss_cls: 0.0733 acc: 96.6553 loss_bbox: 0.0993 loss_mask: 0.2078 2022/11/01 14:40:20 - mmengine - INFO - Epoch(train) [111][100/125] lr: 2.0000e-03 eta: 0:42:32 time: 0.4319 data_time: 0.1242 memory: 9246 loss: 0.3737 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0051 loss_cls: 0.0708 acc: 96.8262 loss_bbox: 0.0939 loss_mask: 0.1989 2022/11/01 14:40:22 - mmengine - INFO - Epoch(train) [111][105/125] lr: 2.0000e-03 eta: 0:42:32 time: 0.4021 data_time: 0.0971 memory: 9141 loss: 0.3187 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0505 acc: 97.1436 loss_bbox: 0.0679 loss_mask: 0.1932 2022/11/01 14:40:24 - mmengine - INFO - Epoch(train) [111][110/125] lr: 2.0000e-03 eta: 0:42:28 time: 0.3956 data_time: 0.0986 memory: 9065 loss: 0.3012 loss_rpn_cls: 0.0020 loss_rpn_bbox: 0.0024 loss_cls: 0.0483 acc: 97.0459 loss_bbox: 0.0621 loss_mask: 0.1862 2022/11/01 14:40:26 - mmengine - INFO - Epoch(train) [111][115/125] lr: 2.0000e-03 eta: 0:42:28 time: 0.3965 data_time: 0.0840 memory: 9128 loss: 0.3318 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0028 loss_cls: 0.0599 acc: 98.6816 loss_bbox: 0.0728 loss_mask: 0.1936 2022/11/01 14:40:28 - mmengine - INFO - Epoch(train) [111][120/125] lr: 2.0000e-03 eta: 0:42:23 time: 0.3860 data_time: 0.0776 memory: 9003 loss: 0.3446 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0030 loss_cls: 0.0557 acc: 96.8750 loss_bbox: 0.0681 loss_mask: 0.2134 2022/11/01 14:40:29 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:40:29 - mmengine - INFO - Epoch(train) [111][125/125] lr: 2.0000e-03 eta: 0:42:23 time: 0.3611 data_time: 0.0611 memory: 8744 loss: 0.3374 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0027 loss_cls: 0.0494 acc: 97.7539 loss_bbox: 0.0620 loss_mask: 0.2193 2022/11/01 14:40:33 - mmengine - INFO - Epoch(train) [112][5/125] lr: 2.0000e-03 eta: 0:42:23 time: 0.4912 data_time: 0.1574 memory: 9151 loss: 0.3444 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0032 loss_cls: 0.0563 acc: 97.8027 loss_bbox: 0.0751 loss_mask: 0.2062 2022/11/01 14:40:34 - mmengine - INFO - Epoch(train) [112][10/125] lr: 2.0000e-03 eta: 0:42:17 time: 0.5000 data_time: 0.1794 memory: 9134 loss: 0.3333 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0035 loss_cls: 0.0569 acc: 97.8271 loss_bbox: 0.0794 loss_mask: 0.1906 2022/11/01 14:40:36 - mmengine - INFO - Epoch(train) [112][15/125] lr: 2.0000e-03 eta: 0:42:17 time: 0.3680 data_time: 0.0800 memory: 9016 loss: 0.3011 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0027 loss_cls: 0.0500 acc: 97.7051 loss_bbox: 0.0663 loss_mask: 0.1790 2022/11/01 14:40:38 - mmengine - INFO - Epoch(train) [112][20/125] lr: 2.0000e-03 eta: 0:42:12 time: 0.4125 data_time: 0.1126 memory: 9484 loss: 0.3170 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0033 loss_cls: 0.0545 acc: 97.8027 loss_bbox: 0.0738 loss_mask: 0.1811 2022/11/01 14:40:41 - mmengine - INFO - Epoch(train) [112][25/125] lr: 2.0000e-03 eta: 0:42:12 time: 0.4686 data_time: 0.1650 memory: 9353 loss: 0.3660 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0041 loss_cls: 0.0633 acc: 97.0703 loss_bbox: 0.0911 loss_mask: 0.2034 2022/11/01 14:40:43 - mmengine - INFO - Epoch(train) [112][30/125] lr: 2.0000e-03 eta: 0:42:08 time: 0.4179 data_time: 0.1197 memory: 9291 loss: 0.3665 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0040 loss_cls: 0.0646 acc: 97.3145 loss_bbox: 0.0872 loss_mask: 0.2062 2022/11/01 14:40:45 - mmengine - INFO - Epoch(train) [112][35/125] lr: 2.0000e-03 eta: 0:42:08 time: 0.3640 data_time: 0.0695 memory: 8781 loss: 0.3308 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0030 loss_cls: 0.0522 acc: 98.7305 loss_bbox: 0.0670 loss_mask: 0.2048 2022/11/01 14:40:46 - mmengine - INFO - Epoch(train) [112][40/125] lr: 2.0000e-03 eta: 0:42:04 time: 0.3790 data_time: 0.0896 memory: 9317 loss: 0.3566 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0040 loss_cls: 0.0601 acc: 98.5596 loss_bbox: 0.0754 loss_mask: 0.2120 2022/11/01 14:40:48 - mmengine - INFO - Epoch(train) [112][45/125] lr: 2.0000e-03 eta: 0:42:04 time: 0.3863 data_time: 0.0997 memory: 9370 loss: 0.3630 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0043 loss_cls: 0.0692 acc: 97.6562 loss_bbox: 0.0867 loss_mask: 0.1979 2022/11/01 14:40:50 - mmengine - INFO - Epoch(train) [112][50/125] lr: 2.0000e-03 eta: 0:42:00 time: 0.3724 data_time: 0.0877 memory: 9501 loss: 0.3308 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0032 loss_cls: 0.0605 acc: 96.8994 loss_bbox: 0.0801 loss_mask: 0.1842 2022/11/01 14:40:52 - mmengine - INFO - Epoch(train) [112][55/125] lr: 2.0000e-03 eta: 0:42:00 time: 0.3587 data_time: 0.0753 memory: 9226 loss: 0.3498 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0036 loss_cls: 0.0601 acc: 97.1680 loss_bbox: 0.0802 loss_mask: 0.2022 2022/11/01 14:40:54 - mmengine - INFO - Epoch(train) [112][60/125] lr: 2.0000e-03 eta: 0:41:55 time: 0.3679 data_time: 0.0797 memory: 9468 loss: 0.3642 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0036 loss_cls: 0.0640 acc: 98.1445 loss_bbox: 0.0855 loss_mask: 0.2066 2022/11/01 14:40:56 - mmengine - INFO - Epoch(train) [112][65/125] lr: 2.0000e-03 eta: 0:41:55 time: 0.4085 data_time: 0.1058 memory: 9147 loss: 0.3323 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0034 loss_cls: 0.0591 acc: 97.5830 loss_bbox: 0.0798 loss_mask: 0.1863 2022/11/01 14:40:58 - mmengine - INFO - Epoch(train) [112][70/125] lr: 2.0000e-03 eta: 0:41:51 time: 0.4166 data_time: 0.1106 memory: 9108 loss: 0.3130 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0030 loss_cls: 0.0582 acc: 97.7051 loss_bbox: 0.0718 loss_mask: 0.1761 2022/11/01 14:41:00 - mmengine - INFO - Epoch(train) [112][75/125] lr: 2.0000e-03 eta: 0:41:51 time: 0.3973 data_time: 0.0992 memory: 9318 loss: 0.3558 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0035 loss_cls: 0.0664 acc: 96.7773 loss_bbox: 0.0842 loss_mask: 0.1965 2022/11/01 14:41:02 - mmengine - INFO - Epoch(train) [112][80/125] lr: 2.0000e-03 eta: 0:41:47 time: 0.3979 data_time: 0.1077 memory: 9379 loss: 0.3541 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0038 loss_cls: 0.0625 acc: 98.3887 loss_bbox: 0.0820 loss_mask: 0.2012 2022/11/01 14:41:04 - mmengine - INFO - Epoch(train) [112][85/125] lr: 2.0000e-03 eta: 0:41:47 time: 0.4186 data_time: 0.1320 memory: 9565 loss: 0.3692 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0042 loss_cls: 0.0678 acc: 96.9971 loss_bbox: 0.0875 loss_mask: 0.2054 2022/11/01 14:41:06 - mmengine - INFO - Epoch(train) [112][90/125] lr: 2.0000e-03 eta: 0:41:43 time: 0.4377 data_time: 0.1375 memory: 9545 loss: 0.3759 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0040 loss_cls: 0.0670 acc: 97.2900 loss_bbox: 0.0928 loss_mask: 0.2086 2022/11/01 14:41:08 - mmengine - INFO - Epoch(train) [112][95/125] lr: 2.0000e-03 eta: 0:41:43 time: 0.4025 data_time: 0.1018 memory: 9222 loss: 0.3536 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0036 loss_cls: 0.0614 acc: 97.0459 loss_bbox: 0.0876 loss_mask: 0.1977 2022/11/01 14:41:10 - mmengine - INFO - Epoch(train) [112][100/125] lr: 2.0000e-03 eta: 0:41:39 time: 0.3958 data_time: 0.1131 memory: 8908 loss: 0.3254 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0036 loss_cls: 0.0541 acc: 97.4365 loss_bbox: 0.0715 loss_mask: 0.1925 2022/11/01 14:41:13 - mmengine - INFO - Epoch(train) [112][105/125] lr: 2.0000e-03 eta: 0:41:39 time: 0.4430 data_time: 0.1618 memory: 9657 loss: 0.3317 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0040 loss_cls: 0.0610 acc: 97.1924 loss_bbox: 0.0796 loss_mask: 0.1823 2022/11/01 14:41:15 - mmengine - INFO - Epoch(train) [112][110/125] lr: 2.0000e-03 eta: 0:41:34 time: 0.4199 data_time: 0.1278 memory: 9422 loss: 0.3993 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0049 loss_cls: 0.0794 acc: 95.8740 loss_bbox: 0.1138 loss_mask: 0.1942 2022/11/01 14:41:17 - mmengine - INFO - Epoch(train) [112][115/125] lr: 2.0000e-03 eta: 0:41:34 time: 0.3954 data_time: 0.1041 memory: 9627 loss: 0.3743 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0049 loss_cls: 0.0684 acc: 95.8008 loss_bbox: 0.1023 loss_mask: 0.1932 2022/11/01 14:41:19 - mmengine - INFO - Epoch(train) [112][120/125] lr: 2.0000e-03 eta: 0:41:30 time: 0.4038 data_time: 0.1165 memory: 9216 loss: 0.3517 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0049 loss_cls: 0.0633 acc: 95.7764 loss_bbox: 0.0848 loss_mask: 0.1942 2022/11/01 14:41:20 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:41:20 - mmengine - INFO - Epoch(train) [112][125/125] lr: 2.0000e-03 eta: 0:41:30 time: 0.3617 data_time: 0.0743 memory: 9219 loss: 0.3723 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0044 loss_cls: 0.0661 acc: 97.4609 loss_bbox: 0.0817 loss_mask: 0.2134 2022/11/01 14:41:23 - mmengine - INFO - Epoch(train) [113][5/125] lr: 2.0000e-03 eta: 0:41:30 time: 0.4125 data_time: 0.1283 memory: 9105 loss: 0.3447 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0033 loss_cls: 0.0572 acc: 98.5107 loss_bbox: 0.0724 loss_mask: 0.2066 2022/11/01 14:41:25 - mmengine - INFO - Epoch(train) [113][10/125] lr: 2.0000e-03 eta: 0:41:23 time: 0.4582 data_time: 0.1536 memory: 10380 loss: 0.3142 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0034 loss_cls: 0.0557 acc: 98.9502 loss_bbox: 0.0675 loss_mask: 0.1833 2022/11/01 14:41:27 - mmengine - INFO - Epoch(train) [113][15/125] lr: 2.0000e-03 eta: 0:41:23 time: 0.4092 data_time: 0.1049 memory: 9442 loss: 0.3201 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0034 loss_cls: 0.0543 acc: 99.1455 loss_bbox: 0.0723 loss_mask: 0.1858 2022/11/01 14:41:29 - mmengine - INFO - Epoch(train) [113][20/125] lr: 2.0000e-03 eta: 0:41:19 time: 0.3915 data_time: 0.1005 memory: 9242 loss: 0.3214 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0031 loss_cls: 0.0540 acc: 98.8770 loss_bbox: 0.0769 loss_mask: 0.1844 2022/11/01 14:41:31 - mmengine - INFO - Epoch(train) [113][25/125] lr: 2.0000e-03 eta: 0:41:19 time: 0.3995 data_time: 0.0965 memory: 9820 loss: 0.3346 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0036 loss_cls: 0.0601 acc: 98.2422 loss_bbox: 0.0798 loss_mask: 0.1876 2022/11/01 14:41:33 - mmengine - INFO - Epoch(train) [113][30/125] lr: 2.0000e-03 eta: 0:41:15 time: 0.4096 data_time: 0.1010 memory: 8987 loss: 0.3185 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0030 loss_cls: 0.0504 acc: 98.3154 loss_bbox: 0.0709 loss_mask: 0.1913 2022/11/01 14:41:35 - mmengine - INFO - Epoch(train) [113][35/125] lr: 2.0000e-03 eta: 0:41:15 time: 0.4058 data_time: 0.1064 memory: 8957 loss: 0.3073 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0026 loss_cls: 0.0439 acc: 98.3398 loss_bbox: 0.0657 loss_mask: 0.1928 2022/11/01 14:41:37 - mmengine - INFO - Epoch(train) [113][40/125] lr: 2.0000e-03 eta: 0:41:11 time: 0.4282 data_time: 0.1387 memory: 9501 loss: 0.3605 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0039 loss_cls: 0.0639 acc: 96.1914 loss_bbox: 0.0869 loss_mask: 0.2029 2022/11/01 14:41:40 - mmengine - INFO - Epoch(train) [113][45/125] lr: 2.0000e-03 eta: 0:41:11 time: 0.4768 data_time: 0.1591 memory: 10315 loss: 0.3811 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0054 loss_cls: 0.0763 acc: 97.7783 loss_bbox: 0.0974 loss_mask: 0.1953 2022/11/01 14:41:42 - mmengine - INFO - Epoch(train) [113][50/125] lr: 2.0000e-03 eta: 0:41:07 time: 0.4849 data_time: 0.1450 memory: 9278 loss: 0.3464 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0046 loss_cls: 0.0651 acc: 97.6074 loss_bbox: 0.0863 loss_mask: 0.1848 2022/11/01 14:41:44 - mmengine - INFO - Epoch(train) [113][55/125] lr: 2.0000e-03 eta: 0:41:07 time: 0.4212 data_time: 0.1079 memory: 9331 loss: 0.3319 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0033 loss_cls: 0.0594 acc: 98.5840 loss_bbox: 0.0777 loss_mask: 0.1882 2022/11/01 14:41:46 - mmengine - INFO - Epoch(train) [113][60/125] lr: 2.0000e-03 eta: 0:41:03 time: 0.3923 data_time: 0.0815 memory: 10398 loss: 0.3556 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0038 loss_cls: 0.0672 acc: 99.0234 loss_bbox: 0.0878 loss_mask: 0.1911 2022/11/01 14:41:48 - mmengine - INFO - Epoch(train) [113][65/125] lr: 2.0000e-03 eta: 0:41:03 time: 0.3992 data_time: 0.0875 memory: 9088 loss: 0.3484 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0032 loss_cls: 0.0665 acc: 98.4375 loss_bbox: 0.0829 loss_mask: 0.1909 2022/11/01 14:41:50 - mmengine - INFO - Epoch(train) [113][70/125] lr: 2.0000e-03 eta: 0:40:58 time: 0.3967 data_time: 0.1025 memory: 9249 loss: 0.3458 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0030 loss_cls: 0.0613 acc: 97.4854 loss_bbox: 0.0749 loss_mask: 0.2028 2022/11/01 14:41:52 - mmengine - INFO - Epoch(train) [113][75/125] lr: 2.0000e-03 eta: 0:40:58 time: 0.3754 data_time: 0.0874 memory: 9049 loss: 0.3535 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0037 loss_cls: 0.0580 acc: 98.2910 loss_bbox: 0.0763 loss_mask: 0.2110 2022/11/01 14:41:53 - mmengine - INFO - Epoch(train) [113][80/125] lr: 2.0000e-03 eta: 0:40:54 time: 0.3591 data_time: 0.0750 memory: 9145 loss: 0.3320 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0033 loss_cls: 0.0520 acc: 97.7051 loss_bbox: 0.0692 loss_mask: 0.2037 2022/11/01 14:41:56 - mmengine - INFO - Epoch(train) [113][85/125] lr: 2.0000e-03 eta: 0:40:54 time: 0.4153 data_time: 0.1013 memory: 10856 loss: 0.3574 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0034 loss_cls: 0.0590 acc: 95.1172 loss_bbox: 0.0809 loss_mask: 0.2096 2022/11/01 14:41:58 - mmengine - INFO - Epoch(train) [113][90/125] lr: 2.0000e-03 eta: 0:40:50 time: 0.4282 data_time: 0.1131 memory: 9141 loss: 0.3528 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0038 loss_cls: 0.0587 acc: 98.2178 loss_bbox: 0.0832 loss_mask: 0.2023 2022/11/01 14:42:00 - mmengine - INFO - Epoch(train) [113][95/125] lr: 2.0000e-03 eta: 0:40:50 time: 0.3866 data_time: 0.0988 memory: 9288 loss: 0.3325 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0037 loss_cls: 0.0576 acc: 97.3877 loss_bbox: 0.0792 loss_mask: 0.1889 2022/11/01 14:42:02 - mmengine - INFO - Epoch(train) [113][100/125] lr: 2.0000e-03 eta: 0:40:46 time: 0.3977 data_time: 0.1069 memory: 9314 loss: 0.3553 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0038 loss_cls: 0.0659 acc: 96.5088 loss_bbox: 0.0878 loss_mask: 0.1943 2022/11/01 14:42:04 - mmengine - INFO - Epoch(train) [113][105/125] lr: 2.0000e-03 eta: 0:40:46 time: 0.4169 data_time: 0.1174 memory: 8981 loss: 0.3591 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0040 loss_cls: 0.0596 acc: 98.3398 loss_bbox: 0.0831 loss_mask: 0.2058 2022/11/01 14:42:06 - mmengine - INFO - Epoch(train) [113][110/125] lr: 2.0000e-03 eta: 0:40:41 time: 0.4120 data_time: 0.1116 memory: 8872 loss: 0.3177 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0038 loss_cls: 0.0473 acc: 98.3643 loss_bbox: 0.0642 loss_mask: 0.1956 2022/11/01 14:42:08 - mmengine - INFO - Epoch(train) [113][115/125] lr: 2.0000e-03 eta: 0:40:41 time: 0.3910 data_time: 0.1029 memory: 8898 loss: 0.3074 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0028 loss_cls: 0.0493 acc: 98.9990 loss_bbox: 0.0603 loss_mask: 0.1909 2022/11/01 14:42:10 - mmengine - INFO - Epoch(train) [113][120/125] lr: 2.0000e-03 eta: 0:40:37 time: 0.4174 data_time: 0.1074 memory: 9232 loss: 0.3636 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0039 loss_cls: 0.0598 acc: 97.7539 loss_bbox: 0.0751 loss_mask: 0.2205 2022/11/01 14:42:12 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:42:12 - mmengine - INFO - Epoch(train) [113][125/125] lr: 2.0000e-03 eta: 0:40:37 time: 0.4252 data_time: 0.0868 memory: 9416 loss: 0.3938 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0048 loss_cls: 0.0715 acc: 95.9473 loss_bbox: 0.0913 loss_mask: 0.2212 2022/11/01 14:42:15 - mmengine - INFO - Epoch(train) [114][5/125] lr: 2.0000e-03 eta: 0:40:37 time: 0.4857 data_time: 0.1300 memory: 10431 loss: 0.3721 loss_rpn_cls: 0.0076 loss_rpn_bbox: 0.0048 loss_cls: 0.0686 acc: 98.0469 loss_bbox: 0.0902 loss_mask: 0.2009 2022/11/01 14:42:17 - mmengine - INFO - Epoch(train) [114][10/125] lr: 2.0000e-03 eta: 0:40:31 time: 0.5430 data_time: 0.1737 memory: 9647 loss: 0.3409 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0045 loss_cls: 0.0611 acc: 98.0469 loss_bbox: 0.0791 loss_mask: 0.1890 2022/11/01 14:42:20 - mmengine - INFO - Epoch(train) [114][15/125] lr: 2.0000e-03 eta: 0:40:31 time: 0.4968 data_time: 0.1683 memory: 9190 loss: 0.3196 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0040 loss_cls: 0.0559 acc: 98.1445 loss_bbox: 0.0701 loss_mask: 0.1860 2022/11/01 14:42:22 - mmengine - INFO - Epoch(train) [114][20/125] lr: 2.0000e-03 eta: 0:40:27 time: 0.4532 data_time: 0.1609 memory: 9386 loss: 0.3326 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0051 loss_cls: 0.0552 acc: 97.4854 loss_bbox: 0.0737 loss_mask: 0.1934 2022/11/01 14:42:24 - mmengine - INFO - Epoch(train) [114][25/125] lr: 2.0000e-03 eta: 0:40:27 time: 0.4315 data_time: 0.1296 memory: 9288 loss: 0.3626 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0045 loss_cls: 0.0608 acc: 97.9248 loss_bbox: 0.0868 loss_mask: 0.2051 2022/11/01 14:42:26 - mmengine - INFO - Epoch(train) [114][30/125] lr: 2.0000e-03 eta: 0:40:23 time: 0.4212 data_time: 0.1122 memory: 9295 loss: 0.3629 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0040 loss_cls: 0.0630 acc: 95.4590 loss_bbox: 0.0873 loss_mask: 0.2039 2022/11/01 14:42:28 - mmengine - INFO - Epoch(train) [114][35/125] lr: 2.0000e-03 eta: 0:40:23 time: 0.4023 data_time: 0.0954 memory: 9190 loss: 0.3703 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0045 loss_cls: 0.0709 acc: 97.3389 loss_bbox: 0.0882 loss_mask: 0.2012 2022/11/01 14:42:30 - mmengine - INFO - Epoch(train) [114][40/125] lr: 2.0000e-03 eta: 0:40:18 time: 0.3831 data_time: 0.0792 memory: 8940 loss: 0.3497 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0038 loss_cls: 0.0629 acc: 97.3145 loss_bbox: 0.0762 loss_mask: 0.2023 2022/11/01 14:42:32 - mmengine - INFO - Epoch(train) [114][45/125] lr: 2.0000e-03 eta: 0:40:18 time: 0.3781 data_time: 0.0860 memory: 8666 loss: 0.2878 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0023 loss_cls: 0.0412 acc: 98.1689 loss_bbox: 0.0511 loss_mask: 0.1898 2022/11/01 14:42:34 - mmengine - INFO - Epoch(train) [114][50/125] lr: 2.0000e-03 eta: 0:40:14 time: 0.4026 data_time: 0.1101 memory: 9416 loss: 0.2997 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0025 loss_cls: 0.0491 acc: 97.9736 loss_bbox: 0.0603 loss_mask: 0.1850 2022/11/01 14:42:36 - mmengine - INFO - Epoch(train) [114][55/125] lr: 2.0000e-03 eta: 0:40:14 time: 0.4305 data_time: 0.1238 memory: 9455 loss: 0.3485 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0041 loss_cls: 0.0652 acc: 97.4854 loss_bbox: 0.0824 loss_mask: 0.1912 2022/11/01 14:42:38 - mmengine - INFO - Epoch(train) [114][60/125] lr: 2.0000e-03 eta: 0:40:10 time: 0.4379 data_time: 0.1185 memory: 9624 loss: 0.3595 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0048 loss_cls: 0.0725 acc: 96.7529 loss_bbox: 0.0944 loss_mask: 0.1814 2022/11/01 14:42:41 - mmengine - INFO - Epoch(train) [114][65/125] lr: 2.0000e-03 eta: 0:40:10 time: 0.4256 data_time: 0.1098 memory: 9157 loss: 0.3626 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0049 loss_cls: 0.0709 acc: 96.8018 loss_bbox: 0.0940 loss_mask: 0.1879 2022/11/01 14:42:43 - mmengine - INFO - Epoch(train) [114][70/125] lr: 2.0000e-03 eta: 0:40:06 time: 0.4170 data_time: 0.1025 memory: 9259 loss: 0.3194 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0040 loss_cls: 0.0524 acc: 99.1943 loss_bbox: 0.0755 loss_mask: 0.1840 2022/11/01 14:42:45 - mmengine - INFO - Epoch(train) [114][75/125] lr: 2.0000e-03 eta: 0:40:06 time: 0.3984 data_time: 0.0858 memory: 9621 loss: 0.2899 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0032 loss_cls: 0.0448 acc: 97.6807 loss_bbox: 0.0644 loss_mask: 0.1734 2022/11/01 14:42:46 - mmengine - INFO - Epoch(train) [114][80/125] lr: 2.0000e-03 eta: 0:40:02 time: 0.3925 data_time: 0.0978 memory: 9304 loss: 0.2955 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0027 loss_cls: 0.0492 acc: 97.2168 loss_bbox: 0.0656 loss_mask: 0.1732 2022/11/01 14:42:49 - mmengine - INFO - Epoch(train) [114][85/125] lr: 2.0000e-03 eta: 0:40:02 time: 0.4285 data_time: 0.1312 memory: 9484 loss: 0.3128 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0029 loss_cls: 0.0552 acc: 98.9014 loss_bbox: 0.0751 loss_mask: 0.1767 2022/11/01 14:42:51 - mmengine - INFO - Epoch(train) [114][90/125] lr: 2.0000e-03 eta: 0:39:58 time: 0.4713 data_time: 0.1533 memory: 9141 loss: 0.3267 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0033 loss_cls: 0.0604 acc: 97.2168 loss_bbox: 0.0763 loss_mask: 0.1835 2022/11/01 14:42:54 - mmengine - INFO - Epoch(train) [114][95/125] lr: 2.0000e-03 eta: 0:39:58 time: 0.5298 data_time: 0.1973 memory: 9539 loss: 0.3334 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0036 loss_cls: 0.0636 acc: 97.8760 loss_bbox: 0.0798 loss_mask: 0.1827 2022/11/01 14:42:56 - mmengine - INFO - Epoch(train) [114][100/125] lr: 2.0000e-03 eta: 0:39:54 time: 0.5280 data_time: 0.1815 memory: 9255 loss: 0.3562 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0044 loss_cls: 0.0617 acc: 97.6562 loss_bbox: 0.0869 loss_mask: 0.1992 2022/11/01 14:42:59 - mmengine - INFO - Epoch(train) [114][105/125] lr: 2.0000e-03 eta: 0:39:54 time: 0.4703 data_time: 0.1284 memory: 9380 loss: 0.3614 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0040 loss_cls: 0.0602 acc: 97.2900 loss_bbox: 0.0891 loss_mask: 0.2042 2022/11/01 14:43:01 - mmengine - INFO - Epoch(train) [114][110/125] lr: 2.0000e-03 eta: 0:39:50 time: 0.4328 data_time: 0.1071 memory: 9340 loss: 0.3535 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0043 loss_cls: 0.0590 acc: 98.2910 loss_bbox: 0.0872 loss_mask: 0.1982 2022/11/01 14:43:03 - mmengine - INFO - Epoch(train) [114][115/125] lr: 2.0000e-03 eta: 0:39:50 time: 0.4227 data_time: 0.1161 memory: 9026 loss: 0.3499 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0045 loss_cls: 0.0592 acc: 97.6562 loss_bbox: 0.0776 loss_mask: 0.2038 2022/11/01 14:43:05 - mmengine - INFO - Epoch(train) [114][120/125] lr: 2.0000e-03 eta: 0:39:46 time: 0.4395 data_time: 0.1275 memory: 9608 loss: 0.3703 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0048 loss_cls: 0.0719 acc: 94.8486 loss_bbox: 0.0904 loss_mask: 0.1991 2022/11/01 14:43:07 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:43:07 - mmengine - INFO - Epoch(train) [114][125/125] lr: 2.0000e-03 eta: 0:39:46 time: 0.3780 data_time: 0.0639 memory: 9419 loss: 0.3658 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0046 loss_cls: 0.0730 acc: 98.1934 loss_bbox: 0.0954 loss_mask: 0.1883 2022/11/01 14:43:09 - mmengine - INFO - Epoch(train) [115][5/125] lr: 2.0000e-03 eta: 0:39:46 time: 0.4253 data_time: 0.1224 memory: 9386 loss: 0.3632 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0047 loss_cls: 0.0705 acc: 95.8984 loss_bbox: 0.0913 loss_mask: 0.1915 2022/11/01 14:43:12 - mmengine - INFO - Epoch(train) [115][10/125] lr: 2.0000e-03 eta: 0:39:39 time: 0.4723 data_time: 0.1675 memory: 9334 loss: 0.3705 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0055 loss_cls: 0.0695 acc: 98.3398 loss_bbox: 0.0953 loss_mask: 0.1950 2022/11/01 14:43:14 - mmengine - INFO - Epoch(train) [115][15/125] lr: 2.0000e-03 eta: 0:39:39 time: 0.4084 data_time: 0.1153 memory: 9494 loss: 0.3499 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0048 loss_cls: 0.0587 acc: 99.3652 loss_bbox: 0.0835 loss_mask: 0.1961 2022/11/01 14:43:15 - mmengine - INFO - Epoch(train) [115][20/125] lr: 2.0000e-03 eta: 0:39:35 time: 0.3722 data_time: 0.0826 memory: 9206 loss: 0.3320 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0042 loss_cls: 0.0548 acc: 96.0938 loss_bbox: 0.0743 loss_mask: 0.1914 2022/11/01 14:43:17 - mmengine - INFO - Epoch(train) [115][25/125] lr: 2.0000e-03 eta: 0:39:35 time: 0.3759 data_time: 0.0869 memory: 9180 loss: 0.3141 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0033 loss_cls: 0.0507 acc: 98.1445 loss_bbox: 0.0733 loss_mask: 0.1833 2022/11/01 14:43:19 - mmengine - INFO - Epoch(train) [115][30/125] lr: 2.0000e-03 eta: 0:39:31 time: 0.3909 data_time: 0.1017 memory: 9282 loss: 0.3162 loss_rpn_cls: 0.0017 loss_rpn_bbox: 0.0030 loss_cls: 0.0533 acc: 98.8037 loss_bbox: 0.0772 loss_mask: 0.1810 2022/11/01 14:43:21 - mmengine - INFO - Epoch(train) [115][35/125] lr: 2.0000e-03 eta: 0:39:31 time: 0.3831 data_time: 0.1009 memory: 8954 loss: 0.3270 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0025 loss_cls: 0.0505 acc: 98.2910 loss_bbox: 0.0701 loss_mask: 0.2006 2022/11/01 14:43:23 - mmengine - INFO - Epoch(train) [115][40/125] lr: 2.0000e-03 eta: 0:39:26 time: 0.3818 data_time: 0.1017 memory: 9066 loss: 0.3186 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0025 loss_cls: 0.0477 acc: 98.1689 loss_bbox: 0.0634 loss_mask: 0.2004 2022/11/01 14:43:25 - mmengine - INFO - Epoch(train) [115][45/125] lr: 2.0000e-03 eta: 0:39:26 time: 0.3861 data_time: 0.0927 memory: 9320 loss: 0.3461 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0036 loss_cls: 0.0600 acc: 96.9727 loss_bbox: 0.0830 loss_mask: 0.1947 2022/11/01 14:43:27 - mmengine - INFO - Epoch(train) [115][50/125] lr: 2.0000e-03 eta: 0:39:22 time: 0.3783 data_time: 0.0888 memory: 8765 loss: 0.3234 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0031 loss_cls: 0.0509 acc: 97.8271 loss_bbox: 0.0708 loss_mask: 0.1950 2022/11/01 14:43:29 - mmengine - INFO - Epoch(train) [115][55/125] lr: 2.0000e-03 eta: 0:39:22 time: 0.4231 data_time: 0.1251 memory: 9422 loss: 0.3079 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0033 loss_cls: 0.0519 acc: 94.2383 loss_bbox: 0.0628 loss_mask: 0.1866 2022/11/01 14:43:32 - mmengine - INFO - Epoch(train) [115][60/125] lr: 2.0000e-03 eta: 0:39:18 time: 0.4800 data_time: 0.1564 memory: 9170 loss: 0.3446 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0037 loss_cls: 0.0561 acc: 98.8770 loss_bbox: 0.0706 loss_mask: 0.2107 2022/11/01 14:43:34 - mmengine - INFO - Epoch(train) [115][65/125] lr: 2.0000e-03 eta: 0:39:18 time: 0.4296 data_time: 0.1226 memory: 9232 loss: 0.3309 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0031 loss_cls: 0.0499 acc: 97.6074 loss_bbox: 0.0660 loss_mask: 0.2092 2022/11/01 14:43:36 - mmengine - INFO - Epoch(train) [115][70/125] lr: 2.0000e-03 eta: 0:39:14 time: 0.4126 data_time: 0.1254 memory: 9611 loss: 0.3699 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0042 loss_cls: 0.0686 acc: 94.5801 loss_bbox: 0.0909 loss_mask: 0.2015 2022/11/01 14:43:38 - mmengine - INFO - Epoch(train) [115][75/125] lr: 2.0000e-03 eta: 0:39:14 time: 0.4750 data_time: 0.1780 memory: 9663 loss: 0.4075 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0056 loss_cls: 0.0804 acc: 95.3613 loss_bbox: 0.1037 loss_mask: 0.2099 2022/11/01 14:43:40 - mmengine - INFO - Epoch(train) [115][80/125] lr: 2.0000e-03 eta: 0:39:10 time: 0.4441 data_time: 0.1512 memory: 9370 loss: 0.3676 loss_rpn_cls: 0.0068 loss_rpn_bbox: 0.0045 loss_cls: 0.0680 acc: 97.9980 loss_bbox: 0.0913 loss_mask: 0.1969 2022/11/01 14:43:42 - mmengine - INFO - Epoch(train) [115][85/125] lr: 2.0000e-03 eta: 0:39:10 time: 0.3982 data_time: 0.0898 memory: 10509 loss: 0.3341 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0036 loss_cls: 0.0580 acc: 98.1689 loss_bbox: 0.0812 loss_mask: 0.1871 2022/11/01 14:43:44 - mmengine - INFO - Epoch(train) [115][90/125] lr: 2.0000e-03 eta: 0:39:06 time: 0.3969 data_time: 0.0885 memory: 9134 loss: 0.3390 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0037 loss_cls: 0.0584 acc: 98.4131 loss_bbox: 0.0776 loss_mask: 0.1942 2022/11/01 14:43:46 - mmengine - INFO - Epoch(train) [115][95/125] lr: 2.0000e-03 eta: 0:39:06 time: 0.3874 data_time: 0.1037 memory: 9304 loss: 0.3393 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0034 loss_cls: 0.0593 acc: 97.8760 loss_bbox: 0.0784 loss_mask: 0.1943 2022/11/01 14:43:48 - mmengine - INFO - Epoch(train) [115][100/125] lr: 2.0000e-03 eta: 0:39:01 time: 0.3791 data_time: 0.0892 memory: 9745 loss: 0.3560 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0037 loss_cls: 0.0629 acc: 98.0225 loss_bbox: 0.0882 loss_mask: 0.1985 2022/11/01 14:43:50 - mmengine - INFO - Epoch(train) [115][105/125] lr: 2.0000e-03 eta: 0:39:01 time: 0.3624 data_time: 0.0746 memory: 9183 loss: 0.3372 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0038 loss_cls: 0.0534 acc: 99.3164 loss_bbox: 0.0772 loss_mask: 0.2002 2022/11/01 14:43:52 - mmengine - INFO - Epoch(train) [115][110/125] lr: 2.0000e-03 eta: 0:38:57 time: 0.3824 data_time: 0.0956 memory: 9288 loss: 0.3213 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0035 loss_cls: 0.0517 acc: 97.5586 loss_bbox: 0.0707 loss_mask: 0.1920 2022/11/01 14:43:54 - mmengine - INFO - Epoch(train) [115][115/125] lr: 2.0000e-03 eta: 0:38:57 time: 0.4181 data_time: 0.1228 memory: 9343 loss: 0.3777 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0039 loss_cls: 0.0717 acc: 96.0449 loss_bbox: 0.0974 loss_mask: 0.2007 2022/11/01 14:43:56 - mmengine - INFO - Epoch(train) [115][120/125] lr: 2.0000e-03 eta: 0:38:53 time: 0.4114 data_time: 0.1157 memory: 9118 loss: 0.3621 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0042 loss_cls: 0.0687 acc: 97.6807 loss_bbox: 0.0900 loss_mask: 0.1960 2022/11/01 14:43:57 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:43:57 - mmengine - INFO - Epoch(train) [115][125/125] lr: 2.0000e-03 eta: 0:38:53 time: 0.3542 data_time: 0.0662 memory: 9098 loss: 0.3208 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0045 loss_cls: 0.0558 acc: 98.0713 loss_bbox: 0.0697 loss_mask: 0.1865 2022/11/01 14:44:00 - mmengine - INFO - Epoch(train) [116][5/125] lr: 2.0000e-03 eta: 0:38:53 time: 0.3736 data_time: 0.0874 memory: 9298 loss: 0.3184 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0040 loss_cls: 0.0548 acc: 97.1191 loss_bbox: 0.0705 loss_mask: 0.1853 2022/11/01 14:44:02 - mmengine - INFO - Epoch(train) [116][10/125] lr: 2.0000e-03 eta: 0:38:46 time: 0.4240 data_time: 0.1316 memory: 9604 loss: 0.3421 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0032 loss_cls: 0.0589 acc: 97.2656 loss_bbox: 0.0783 loss_mask: 0.1989 2022/11/01 14:44:04 - mmengine - INFO - Epoch(train) [116][15/125] lr: 2.0000e-03 eta: 0:38:46 time: 0.4049 data_time: 0.1138 memory: 9465 loss: 0.3662 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0038 loss_cls: 0.0636 acc: 98.2910 loss_bbox: 0.0876 loss_mask: 0.2077 2022/11/01 14:44:06 - mmengine - INFO - Epoch(train) [116][20/125] lr: 2.0000e-03 eta: 0:38:42 time: 0.4649 data_time: 0.1155 memory: 9219 loss: 0.3465 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0043 loss_cls: 0.0595 acc: 98.7793 loss_bbox: 0.0792 loss_mask: 0.1998 2022/11/01 14:44:09 - mmengine - INFO - Epoch(train) [116][25/125] lr: 2.0000e-03 eta: 0:38:42 time: 0.5140 data_time: 0.1575 memory: 9209 loss: 0.3340 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0039 loss_cls: 0.0584 acc: 98.9014 loss_bbox: 0.0758 loss_mask: 0.1922 2022/11/01 14:44:11 - mmengine - INFO - Epoch(train) [116][30/125] lr: 2.0000e-03 eta: 0:38:38 time: 0.4608 data_time: 0.1607 memory: 9598 loss: 0.3625 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0048 loss_cls: 0.0689 acc: 98.7061 loss_bbox: 0.0935 loss_mask: 0.1899 2022/11/01 14:44:13 - mmengine - INFO - Epoch(train) [116][35/125] lr: 2.0000e-03 eta: 0:38:38 time: 0.4224 data_time: 0.1275 memory: 9111 loss: 0.3729 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0048 loss_cls: 0.0720 acc: 97.4121 loss_bbox: 0.0957 loss_mask: 0.1947 2022/11/01 14:44:15 - mmengine - INFO - Epoch(train) [116][40/125] lr: 2.0000e-03 eta: 0:38:34 time: 0.4029 data_time: 0.1119 memory: 9340 loss: 0.3511 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0647 acc: 96.7529 loss_bbox: 0.0901 loss_mask: 0.1890 2022/11/01 14:44:17 - mmengine - INFO - Epoch(train) [116][45/125] lr: 2.0000e-03 eta: 0:38:34 time: 0.3965 data_time: 0.1052 memory: 9177 loss: 0.3563 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0035 loss_cls: 0.0611 acc: 97.4854 loss_bbox: 0.0835 loss_mask: 0.2032 2022/11/01 14:44:19 - mmengine - INFO - Epoch(train) [116][50/125] lr: 2.0000e-03 eta: 0:38:30 time: 0.4039 data_time: 0.1173 memory: 9288 loss: 0.3337 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0034 loss_cls: 0.0508 acc: 98.4131 loss_bbox: 0.0685 loss_mask: 0.2061 2022/11/01 14:44:21 - mmengine - INFO - Epoch(train) [116][55/125] lr: 2.0000e-03 eta: 0:38:30 time: 0.3896 data_time: 0.1049 memory: 9660 loss: 0.3137 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0035 loss_cls: 0.0452 acc: 97.3145 loss_bbox: 0.0675 loss_mask: 0.1946 2022/11/01 14:44:23 - mmengine - INFO - Epoch(train) [116][60/125] lr: 2.0000e-03 eta: 0:38:25 time: 0.3662 data_time: 0.0832 memory: 9085 loss: 0.3131 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0029 loss_cls: 0.0466 acc: 98.8281 loss_bbox: 0.0642 loss_mask: 0.1958 2022/11/01 14:44:25 - mmengine - INFO - Epoch(train) [116][65/125] lr: 2.0000e-03 eta: 0:38:25 time: 0.3795 data_time: 0.0950 memory: 9314 loss: 0.3095 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0030 loss_cls: 0.0509 acc: 99.2676 loss_bbox: 0.0668 loss_mask: 0.1849 2022/11/01 14:44:27 - mmengine - INFO - Epoch(train) [116][70/125] lr: 2.0000e-03 eta: 0:38:21 time: 0.4036 data_time: 0.1088 memory: 9206 loss: 0.3234 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0035 loss_cls: 0.0603 acc: 98.7793 loss_bbox: 0.0764 loss_mask: 0.1795 2022/11/01 14:44:29 - mmengine - INFO - Epoch(train) [116][75/125] lr: 2.0000e-03 eta: 0:38:21 time: 0.4076 data_time: 0.1122 memory: 9614 loss: 0.3439 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0037 loss_cls: 0.0598 acc: 96.7285 loss_bbox: 0.0779 loss_mask: 0.1972 2022/11/01 14:44:31 - mmengine - INFO - Epoch(train) [116][80/125] lr: 2.0000e-03 eta: 0:38:17 time: 0.4086 data_time: 0.1004 memory: 9239 loss: 0.3576 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0044 loss_cls: 0.0603 acc: 96.8018 loss_bbox: 0.0808 loss_mask: 0.2061 2022/11/01 14:44:33 - mmengine - INFO - Epoch(train) [116][85/125] lr: 2.0000e-03 eta: 0:38:17 time: 0.4249 data_time: 0.1001 memory: 9321 loss: 0.3527 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0046 loss_cls: 0.0617 acc: 97.6074 loss_bbox: 0.0846 loss_mask: 0.1965 2022/11/01 14:44:35 - mmengine - INFO - Epoch(train) [116][90/125] lr: 2.0000e-03 eta: 0:38:13 time: 0.4306 data_time: 0.1219 memory: 9160 loss: 0.3046 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0034 loss_cls: 0.0510 acc: 98.7305 loss_bbox: 0.0724 loss_mask: 0.1745 2022/11/01 14:44:37 - mmengine - INFO - Epoch(train) [116][95/125] lr: 2.0000e-03 eta: 0:38:13 time: 0.4079 data_time: 0.1120 memory: 9108 loss: 0.3029 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0029 loss_cls: 0.0506 acc: 98.7305 loss_bbox: 0.0712 loss_mask: 0.1754 2022/11/01 14:44:39 - mmengine - INFO - Epoch(train) [116][100/125] lr: 2.0000e-03 eta: 0:38:09 time: 0.3828 data_time: 0.0838 memory: 9141 loss: 0.3444 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0044 loss_cls: 0.0580 acc: 98.0469 loss_bbox: 0.0804 loss_mask: 0.1973 2022/11/01 14:44:41 - mmengine - INFO - Epoch(train) [116][105/125] lr: 2.0000e-03 eta: 0:38:09 time: 0.3997 data_time: 0.0873 memory: 8997 loss: 0.3169 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0041 loss_cls: 0.0520 acc: 99.3652 loss_bbox: 0.0660 loss_mask: 0.1904 2022/11/01 14:44:43 - mmengine - INFO - Epoch(train) [116][110/125] lr: 2.0000e-03 eta: 0:38:05 time: 0.4508 data_time: 0.1226 memory: 8971 loss: 0.3159 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0038 loss_cls: 0.0522 acc: 99.0967 loss_bbox: 0.0611 loss_mask: 0.1926 2022/11/01 14:44:46 - mmengine - INFO - Epoch(train) [116][115/125] lr: 2.0000e-03 eta: 0:38:05 time: 0.5051 data_time: 0.1516 memory: 9229 loss: 0.3513 loss_rpn_cls: 0.0063 loss_rpn_bbox: 0.0039 loss_cls: 0.0609 acc: 98.1445 loss_bbox: 0.0744 loss_mask: 0.2059 2022/11/01 14:44:48 - mmengine - INFO - Epoch(train) [116][120/125] lr: 2.0000e-03 eta: 0:38:01 time: 0.4679 data_time: 0.1276 memory: 9468 loss: 0.3486 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0034 loss_cls: 0.0625 acc: 96.1426 loss_bbox: 0.0792 loss_mask: 0.1987 2022/11/01 14:44:50 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:44:50 - mmengine - INFO - Epoch(train) [116][125/125] lr: 2.0000e-03 eta: 0:38:01 time: 0.3887 data_time: 0.0856 memory: 9200 loss: 0.3356 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0036 loss_cls: 0.0597 acc: 95.9229 loss_bbox: 0.0774 loss_mask: 0.1898 2022/11/01 14:44:53 - mmengine - INFO - Epoch(train) [117][5/125] lr: 2.0000e-03 eta: 0:38:01 time: 0.4684 data_time: 0.1476 memory: 8950 loss: 0.3293 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0032 loss_cls: 0.0561 acc: 98.1934 loss_bbox: 0.0694 loss_mask: 0.1967 2022/11/01 14:44:55 - mmengine - INFO - Epoch(train) [117][10/125] lr: 2.0000e-03 eta: 0:37:54 time: 0.4792 data_time: 0.1503 memory: 9549 loss: 0.3260 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0032 loss_cls: 0.0577 acc: 98.4619 loss_bbox: 0.0707 loss_mask: 0.1898 2022/11/01 14:44:57 - mmengine - INFO - Epoch(train) [117][15/125] lr: 2.0000e-03 eta: 0:37:54 time: 0.4365 data_time: 0.1130 memory: 9010 loss: 0.3322 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0036 loss_cls: 0.0577 acc: 97.7051 loss_bbox: 0.0760 loss_mask: 0.1896 2022/11/01 14:44:59 - mmengine - INFO - Epoch(train) [117][20/125] lr: 2.0000e-03 eta: 0:37:50 time: 0.4391 data_time: 0.1093 memory: 9536 loss: 0.3752 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0046 loss_cls: 0.0663 acc: 97.9492 loss_bbox: 0.0942 loss_mask: 0.2054 2022/11/01 14:45:01 - mmengine - INFO - Epoch(train) [117][25/125] lr: 2.0000e-03 eta: 0:37:50 time: 0.4121 data_time: 0.1038 memory: 9206 loss: 0.3695 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0041 loss_cls: 0.0633 acc: 97.6074 loss_bbox: 0.0941 loss_mask: 0.2041 2022/11/01 14:45:03 - mmengine - INFO - Epoch(train) [117][30/125] lr: 2.0000e-03 eta: 0:37:46 time: 0.4076 data_time: 0.1079 memory: 9314 loss: 0.3392 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0037 loss_cls: 0.0555 acc: 98.9990 loss_bbox: 0.0819 loss_mask: 0.1950 2022/11/01 14:45:05 - mmengine - INFO - Epoch(train) [117][35/125] lr: 2.0000e-03 eta: 0:37:46 time: 0.4106 data_time: 0.1071 memory: 9066 loss: 0.3296 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0042 loss_cls: 0.0590 acc: 98.3887 loss_bbox: 0.0769 loss_mask: 0.1837 2022/11/01 14:45:07 - mmengine - INFO - Epoch(train) [117][40/125] lr: 2.0000e-03 eta: 0:37:41 time: 0.4197 data_time: 0.1145 memory: 9347 loss: 0.3357 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0044 loss_cls: 0.0617 acc: 97.9736 loss_bbox: 0.0776 loss_mask: 0.1850 2022/11/01 14:45:10 - mmengine - INFO - Epoch(train) [117][45/125] lr: 2.0000e-03 eta: 0:37:41 time: 0.4241 data_time: 0.1058 memory: 9301 loss: 0.3562 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0049 loss_cls: 0.0633 acc: 98.4375 loss_bbox: 0.0899 loss_mask: 0.1930 2022/11/01 14:45:12 - mmengine - INFO - Epoch(train) [117][50/125] lr: 2.0000e-03 eta: 0:37:37 time: 0.4125 data_time: 0.1043 memory: 9062 loss: 0.3331 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0036 loss_cls: 0.0566 acc: 98.1934 loss_bbox: 0.0761 loss_mask: 0.1939 2022/11/01 14:45:14 - mmengine - INFO - Epoch(train) [117][55/125] lr: 2.0000e-03 eta: 0:37:37 time: 0.4100 data_time: 0.1139 memory: 9546 loss: 0.3342 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0032 loss_cls: 0.0591 acc: 97.3389 loss_bbox: 0.0748 loss_mask: 0.1932 2022/11/01 14:45:16 - mmengine - INFO - Epoch(train) [117][60/125] lr: 2.0000e-03 eta: 0:37:33 time: 0.4166 data_time: 0.1091 memory: 9200 loss: 0.3434 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0040 loss_cls: 0.0637 acc: 98.4375 loss_bbox: 0.0803 loss_mask: 0.1910 2022/11/01 14:45:18 - mmengine - INFO - Epoch(train) [117][65/125] lr: 2.0000e-03 eta: 0:37:33 time: 0.4090 data_time: 0.1075 memory: 9229 loss: 0.3407 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0040 loss_cls: 0.0596 acc: 97.9004 loss_bbox: 0.0782 loss_mask: 0.1954 2022/11/01 14:45:20 - mmengine - INFO - Epoch(train) [117][70/125] lr: 2.0000e-03 eta: 0:37:29 time: 0.4132 data_time: 0.1180 memory: 9039 loss: 0.3642 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0043 loss_cls: 0.0586 acc: 98.3887 loss_bbox: 0.0834 loss_mask: 0.2131 2022/11/01 14:45:22 - mmengine - INFO - Epoch(train) [117][75/125] lr: 2.0000e-03 eta: 0:37:29 time: 0.4612 data_time: 0.1173 memory: 9353 loss: 0.3710 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0043 loss_cls: 0.0630 acc: 96.8994 loss_bbox: 0.0837 loss_mask: 0.2147 2022/11/01 14:45:24 - mmengine - INFO - Epoch(train) [117][80/125] lr: 2.0000e-03 eta: 0:37:25 time: 0.4460 data_time: 0.1092 memory: 8984 loss: 0.3231 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0029 loss_cls: 0.0543 acc: 98.2666 loss_bbox: 0.0679 loss_mask: 0.1944 2022/11/01 14:45:27 - mmengine - INFO - Epoch(train) [117][85/125] lr: 2.0000e-03 eta: 0:37:25 time: 0.4513 data_time: 0.1142 memory: 9458 loss: 0.3363 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0031 loss_cls: 0.0620 acc: 97.6562 loss_bbox: 0.0762 loss_mask: 0.1912 2022/11/01 14:45:29 - mmengine - INFO - Epoch(train) [117][90/125] lr: 2.0000e-03 eta: 0:37:21 time: 0.4759 data_time: 0.1150 memory: 9510 loss: 0.3569 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0038 loss_cls: 0.0667 acc: 98.4375 loss_bbox: 0.0834 loss_mask: 0.1986 2022/11/01 14:45:31 - mmengine - INFO - Epoch(train) [117][95/125] lr: 2.0000e-03 eta: 0:37:21 time: 0.4477 data_time: 0.1304 memory: 9572 loss: 0.3289 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0037 loss_cls: 0.0566 acc: 97.4854 loss_bbox: 0.0735 loss_mask: 0.1910 2022/11/01 14:45:33 - mmengine - INFO - Epoch(train) [117][100/125] lr: 2.0000e-03 eta: 0:37:17 time: 0.4230 data_time: 0.1232 memory: 9242 loss: 0.3336 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0041 loss_cls: 0.0616 acc: 98.9746 loss_bbox: 0.0805 loss_mask: 0.1834 2022/11/01 14:45:35 - mmengine - INFO - Epoch(train) [117][105/125] lr: 2.0000e-03 eta: 0:37:17 time: 0.3907 data_time: 0.0962 memory: 9160 loss: 0.3178 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0036 loss_cls: 0.0581 acc: 97.2656 loss_bbox: 0.0752 loss_mask: 0.1770 2022/11/01 14:45:37 - mmengine - INFO - Epoch(train) [117][110/125] lr: 2.0000e-03 eta: 0:37:13 time: 0.3731 data_time: 0.0900 memory: 8823 loss: 0.3031 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0027 loss_cls: 0.0479 acc: 99.1455 loss_bbox: 0.0613 loss_mask: 0.1883 2022/11/01 14:45:39 - mmengine - INFO - Epoch(train) [117][115/125] lr: 2.0000e-03 eta: 0:37:13 time: 0.3632 data_time: 0.0827 memory: 8984 loss: 0.3225 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0026 loss_cls: 0.0469 acc: 98.0713 loss_bbox: 0.0613 loss_mask: 0.2092 2022/11/01 14:45:41 - mmengine - INFO - Epoch(train) [117][120/125] lr: 2.0000e-03 eta: 0:37:08 time: 0.3802 data_time: 0.1003 memory: 9585 loss: 0.3426 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0029 loss_cls: 0.0520 acc: 98.0469 loss_bbox: 0.0696 loss_mask: 0.2141 2022/11/01 14:45:42 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:45:42 - mmengine - INFO - Epoch(train) [117][125/125] lr: 2.0000e-03 eta: 0:37:08 time: 0.3480 data_time: 0.0641 memory: 9288 loss: 0.3673 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0049 loss_cls: 0.0606 acc: 98.5840 loss_bbox: 0.0786 loss_mask: 0.2158 2022/11/01 14:45:45 - mmengine - INFO - Epoch(train) [118][5/125] lr: 2.0000e-03 eta: 0:37:08 time: 0.3891 data_time: 0.0974 memory: 9137 loss: 0.3737 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0052 loss_cls: 0.0663 acc: 97.8516 loss_bbox: 0.0815 loss_mask: 0.2138 2022/11/01 14:45:47 - mmengine - INFO - Epoch(train) [118][10/125] lr: 2.0000e-03 eta: 0:37:01 time: 0.4011 data_time: 0.1128 memory: 8642 loss: 0.3145 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0026 loss_cls: 0.0480 acc: 99.4873 loss_bbox: 0.0565 loss_mask: 0.2030 2022/11/01 14:45:48 - mmengine - INFO - Epoch(train) [118][15/125] lr: 2.0000e-03 eta: 0:37:01 time: 0.3623 data_time: 0.0778 memory: 9350 loss: 0.3099 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0035 loss_cls: 0.0448 acc: 98.5840 loss_bbox: 0.0595 loss_mask: 0.1965 2022/11/01 14:45:50 - mmengine - INFO - Epoch(train) [118][20/125] lr: 2.0000e-03 eta: 0:36:57 time: 0.3710 data_time: 0.0797 memory: 9396 loss: 0.3434 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0045 loss_cls: 0.0575 acc: 97.6807 loss_bbox: 0.0842 loss_mask: 0.1932 2022/11/01 14:45:52 - mmengine - INFO - Epoch(train) [118][25/125] lr: 2.0000e-03 eta: 0:36:57 time: 0.3687 data_time: 0.0784 memory: 9075 loss: 0.3237 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0032 loss_cls: 0.0551 acc: 99.2188 loss_bbox: 0.0741 loss_mask: 0.1891 2022/11/01 14:45:54 - mmengine - INFO - Epoch(train) [118][30/125] lr: 2.0000e-03 eta: 0:36:53 time: 0.3786 data_time: 0.0919 memory: 9072 loss: 0.3080 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0026 loss_cls: 0.0516 acc: 98.7061 loss_bbox: 0.0633 loss_mask: 0.1882 2022/11/01 14:45:56 - mmengine - INFO - Epoch(train) [118][35/125] lr: 2.0000e-03 eta: 0:36:53 time: 0.4183 data_time: 0.1196 memory: 9513 loss: 0.3304 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0603 acc: 97.8760 loss_bbox: 0.0829 loss_mask: 0.1800 2022/11/01 14:45:59 - mmengine - INFO - Epoch(train) [118][40/125] lr: 2.0000e-03 eta: 0:36:49 time: 0.4603 data_time: 0.1362 memory: 9484 loss: 0.3494 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0045 loss_cls: 0.0634 acc: 97.4365 loss_bbox: 0.0940 loss_mask: 0.1832 2022/11/01 14:46:01 - mmengine - INFO - Epoch(train) [118][45/125] lr: 2.0000e-03 eta: 0:36:49 time: 0.4605 data_time: 0.1424 memory: 8947 loss: 0.3350 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0037 loss_cls: 0.0574 acc: 98.1445 loss_bbox: 0.0777 loss_mask: 0.1930 2022/11/01 14:46:03 - mmengine - INFO - Epoch(train) [118][50/125] lr: 2.0000e-03 eta: 0:36:45 time: 0.4562 data_time: 0.1484 memory: 9426 loss: 0.3299 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0030 loss_cls: 0.0631 acc: 97.2168 loss_bbox: 0.0772 loss_mask: 0.1838 2022/11/01 14:46:06 - mmengine - INFO - Epoch(train) [118][55/125] lr: 2.0000e-03 eta: 0:36:45 time: 0.4744 data_time: 0.1439 memory: 9308 loss: 0.3258 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0039 loss_cls: 0.0626 acc: 99.0723 loss_bbox: 0.0772 loss_mask: 0.1767 2022/11/01 14:46:08 - mmengine - INFO - Epoch(train) [118][60/125] lr: 2.0000e-03 eta: 0:36:41 time: 0.4431 data_time: 0.1187 memory: 9203 loss: 0.3445 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0042 loss_cls: 0.0633 acc: 97.0703 loss_bbox: 0.0810 loss_mask: 0.1901 2022/11/01 14:46:10 - mmengine - INFO - Epoch(train) [118][65/125] lr: 2.0000e-03 eta: 0:36:41 time: 0.4129 data_time: 0.1130 memory: 9558 loss: 0.3706 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0043 loss_cls: 0.0703 acc: 97.9004 loss_bbox: 0.0976 loss_mask: 0.1949 2022/11/01 14:46:12 - mmengine - INFO - Epoch(train) [118][70/125] lr: 2.0000e-03 eta: 0:36:37 time: 0.4089 data_time: 0.1160 memory: 9059 loss: 0.3551 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0040 loss_cls: 0.0659 acc: 97.7539 loss_bbox: 0.0918 loss_mask: 0.1902 2022/11/01 14:46:14 - mmengine - INFO - Epoch(train) [118][75/125] lr: 2.0000e-03 eta: 0:36:37 time: 0.3926 data_time: 0.1017 memory: 9072 loss: 0.3355 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0034 loss_cls: 0.0607 acc: 98.5596 loss_bbox: 0.0771 loss_mask: 0.1911 2022/11/01 14:46:16 - mmengine - INFO - Epoch(train) [118][80/125] lr: 2.0000e-03 eta: 0:36:32 time: 0.3917 data_time: 0.1010 memory: 9383 loss: 0.3389 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0620 acc: 98.7305 loss_bbox: 0.0806 loss_mask: 0.1889 2022/11/01 14:46:18 - mmengine - INFO - Epoch(train) [118][85/125] lr: 2.0000e-03 eta: 0:36:32 time: 0.3961 data_time: 0.1041 memory: 9239 loss: 0.3529 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0041 loss_cls: 0.0639 acc: 97.1436 loss_bbox: 0.0918 loss_mask: 0.1890 2022/11/01 14:46:20 - mmengine - INFO - Epoch(train) [118][90/125] lr: 2.0000e-03 eta: 0:36:28 time: 0.4089 data_time: 0.1065 memory: 9742 loss: 0.3355 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0038 loss_cls: 0.0619 acc: 95.0684 loss_bbox: 0.0871 loss_mask: 0.1793 2022/11/01 14:46:22 - mmengine - INFO - Epoch(train) [118][95/125] lr: 2.0000e-03 eta: 0:36:28 time: 0.4118 data_time: 0.1028 memory: 9468 loss: 0.3718 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0042 loss_cls: 0.0717 acc: 97.1191 loss_bbox: 0.1002 loss_mask: 0.1905 2022/11/01 14:46:24 - mmengine - INFO - Epoch(train) [118][100/125] lr: 2.0000e-03 eta: 0:36:24 time: 0.4128 data_time: 0.1119 memory: 9147 loss: 0.3906 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0044 loss_cls: 0.0750 acc: 95.5078 loss_bbox: 0.1040 loss_mask: 0.2010 2022/11/01 14:46:26 - mmengine - INFO - Epoch(train) [118][105/125] lr: 2.0000e-03 eta: 0:36:24 time: 0.3997 data_time: 0.1129 memory: 9121 loss: 0.3287 loss_rpn_cls: 0.0070 loss_rpn_bbox: 0.0033 loss_cls: 0.0615 acc: 99.5850 loss_bbox: 0.0752 loss_mask: 0.1817 2022/11/01 14:46:28 - mmengine - INFO - Epoch(train) [118][110/125] lr: 2.0000e-03 eta: 0:36:20 time: 0.3856 data_time: 0.0995 memory: 9232 loss: 0.3142 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0034 loss_cls: 0.0528 acc: 98.5107 loss_bbox: 0.0637 loss_mask: 0.1864 2022/11/01 14:46:30 - mmengine - INFO - Epoch(train) [118][115/125] lr: 2.0000e-03 eta: 0:36:20 time: 0.3830 data_time: 0.0973 memory: 9242 loss: 0.3095 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0032 loss_cls: 0.0503 acc: 98.8037 loss_bbox: 0.0636 loss_mask: 0.1876 2022/11/01 14:46:32 - mmengine - INFO - Epoch(train) [118][120/125] lr: 2.0000e-03 eta: 0:36:15 time: 0.3843 data_time: 0.1039 memory: 8940 loss: 0.2990 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0026 loss_cls: 0.0484 acc: 97.6562 loss_bbox: 0.0622 loss_mask: 0.1826 2022/11/01 14:46:33 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:46:33 - mmengine - INFO - Epoch(train) [118][125/125] lr: 2.0000e-03 eta: 0:36:15 time: 0.3668 data_time: 0.0715 memory: 9621 loss: 0.3255 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0040 loss_cls: 0.0579 acc: 98.9746 loss_bbox: 0.0733 loss_mask: 0.1863 2022/11/01 14:46:36 - mmengine - INFO - Epoch(train) [119][5/125] lr: 2.0000e-03 eta: 0:36:15 time: 0.4438 data_time: 0.1295 memory: 9236 loss: 0.3712 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0053 loss_cls: 0.0658 acc: 98.4131 loss_bbox: 0.0856 loss_mask: 0.2099 2022/11/01 14:46:38 - mmengine - INFO - Epoch(train) [119][10/125] lr: 2.0000e-03 eta: 0:36:09 time: 0.4600 data_time: 0.1560 memory: 9101 loss: 0.3604 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0044 loss_cls: 0.0566 acc: 97.1191 loss_bbox: 0.0789 loss_mask: 0.2169 2022/11/01 14:46:40 - mmengine - INFO - Epoch(train) [119][15/125] lr: 2.0000e-03 eta: 0:36:09 time: 0.4254 data_time: 0.1364 memory: 9259 loss: 0.3450 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0036 loss_cls: 0.0534 acc: 97.6562 loss_bbox: 0.0785 loss_mask: 0.2050 2022/11/01 14:46:43 - mmengine - INFO - Epoch(train) [119][20/125] lr: 2.0000e-03 eta: 0:36:05 time: 0.4637 data_time: 0.1435 memory: 9689 loss: 0.3895 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0046 loss_cls: 0.0728 acc: 95.8740 loss_bbox: 0.0936 loss_mask: 0.2121 2022/11/01 14:46:45 - mmengine - INFO - Epoch(train) [119][25/125] lr: 2.0000e-03 eta: 0:36:05 time: 0.4291 data_time: 0.1098 memory: 9193 loss: 0.3740 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0044 loss_cls: 0.0744 acc: 98.0713 loss_bbox: 0.0895 loss_mask: 0.2005 2022/11/01 14:46:47 - mmengine - INFO - Epoch(train) [119][30/125] lr: 2.0000e-03 eta: 0:36:00 time: 0.4004 data_time: 0.1149 memory: 9098 loss: 0.3209 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0033 loss_cls: 0.0560 acc: 97.1680 loss_bbox: 0.0734 loss_mask: 0.1853 2022/11/01 14:46:49 - mmengine - INFO - Epoch(train) [119][35/125] lr: 2.0000e-03 eta: 0:36:00 time: 0.4177 data_time: 0.1320 memory: 9137 loss: 0.3373 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0037 loss_cls: 0.0603 acc: 97.8760 loss_bbox: 0.0804 loss_mask: 0.1873 2022/11/01 14:46:51 - mmengine - INFO - Epoch(train) [119][40/125] lr: 2.0000e-03 eta: 0:35:56 time: 0.4018 data_time: 0.1094 memory: 9386 loss: 0.3543 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0043 loss_cls: 0.0632 acc: 96.7285 loss_bbox: 0.0906 loss_mask: 0.1902 2022/11/01 14:46:53 - mmengine - INFO - Epoch(train) [119][45/125] lr: 2.0000e-03 eta: 0:35:56 time: 0.3987 data_time: 0.0935 memory: 9331 loss: 0.3503 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0610 acc: 95.8008 loss_bbox: 0.0856 loss_mask: 0.1962 2022/11/01 14:46:55 - mmengine - INFO - Epoch(train) [119][50/125] lr: 2.0000e-03 eta: 0:35:52 time: 0.4307 data_time: 0.1317 memory: 8921 loss: 0.3386 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0029 loss_cls: 0.0552 acc: 97.5586 loss_bbox: 0.0651 loss_mask: 0.2111 2022/11/01 14:46:57 - mmengine - INFO - Epoch(train) [119][55/125] lr: 2.0000e-03 eta: 0:35:52 time: 0.4508 data_time: 0.1489 memory: 9738 loss: 0.3253 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0042 loss_cls: 0.0537 acc: 98.1201 loss_bbox: 0.0635 loss_mask: 0.2002 2022/11/01 14:46:59 - mmengine - INFO - Epoch(train) [119][60/125] lr: 2.0000e-03 eta: 0:35:48 time: 0.4285 data_time: 0.1236 memory: 9337 loss: 0.3221 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0048 loss_cls: 0.0579 acc: 95.8984 loss_bbox: 0.0749 loss_mask: 0.1806 2022/11/01 14:47:01 - mmengine - INFO - Epoch(train) [119][65/125] lr: 2.0000e-03 eta: 0:35:48 time: 0.4089 data_time: 0.1115 memory: 9222 loss: 0.3099 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0039 loss_cls: 0.0512 acc: 96.7285 loss_bbox: 0.0726 loss_mask: 0.1781 2022/11/01 14:47:03 - mmengine - INFO - Epoch(train) [119][70/125] lr: 2.0000e-03 eta: 0:35:44 time: 0.4146 data_time: 0.1058 memory: 9363 loss: 0.3361 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0041 loss_cls: 0.0541 acc: 97.4121 loss_bbox: 0.0829 loss_mask: 0.1904 2022/11/01 14:47:05 - mmengine - INFO - Epoch(train) [119][75/125] lr: 2.0000e-03 eta: 0:35:44 time: 0.4094 data_time: 0.1030 memory: 9344 loss: 0.3762 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0044 loss_cls: 0.0683 acc: 97.9980 loss_bbox: 0.0968 loss_mask: 0.2015 2022/11/01 14:47:07 - mmengine - INFO - Epoch(train) [119][80/125] lr: 2.0000e-03 eta: 0:35:40 time: 0.4058 data_time: 0.1121 memory: 9396 loss: 0.3368 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0610 acc: 98.5352 loss_bbox: 0.0792 loss_mask: 0.1891 2022/11/01 14:47:10 - mmengine - INFO - Epoch(train) [119][85/125] lr: 2.0000e-03 eta: 0:35:40 time: 0.4123 data_time: 0.1012 memory: 9383 loss: 0.3043 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0035 loss_cls: 0.0541 acc: 97.4365 loss_bbox: 0.0672 loss_mask: 0.1759 2022/11/01 14:47:12 - mmengine - INFO - Epoch(train) [119][90/125] lr: 2.0000e-03 eta: 0:35:36 time: 0.4436 data_time: 0.1004 memory: 9921 loss: 0.3299 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0035 loss_cls: 0.0573 acc: 98.2666 loss_bbox: 0.0801 loss_mask: 0.1856 2022/11/01 14:47:14 - mmengine - INFO - Epoch(train) [119][95/125] lr: 2.0000e-03 eta: 0:35:36 time: 0.4421 data_time: 0.1124 memory: 9016 loss: 0.3099 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0031 loss_cls: 0.0497 acc: 98.1934 loss_bbox: 0.0722 loss_mask: 0.1825 2022/11/01 14:47:16 - mmengine - INFO - Epoch(train) [119][100/125] lr: 2.0000e-03 eta: 0:35:32 time: 0.4183 data_time: 0.1060 memory: 9265 loss: 0.3202 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0035 loss_cls: 0.0560 acc: 98.2666 loss_bbox: 0.0728 loss_mask: 0.1831 2022/11/01 14:47:18 - mmengine - INFO - Epoch(train) [119][105/125] lr: 2.0000e-03 eta: 0:35:32 time: 0.4367 data_time: 0.1129 memory: 9738 loss: 0.3967 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0048 loss_cls: 0.0743 acc: 96.5820 loss_bbox: 0.1014 loss_mask: 0.2104 2022/11/01 14:47:20 - mmengine - INFO - Epoch(train) [119][110/125] lr: 2.0000e-03 eta: 0:35:28 time: 0.4432 data_time: 0.1186 memory: 8839 loss: 0.3910 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0041 loss_cls: 0.0678 acc: 97.3633 loss_bbox: 0.0943 loss_mask: 0.2213 2022/11/01 14:47:23 - mmengine - INFO - Epoch(train) [119][115/125] lr: 2.0000e-03 eta: 0:35:28 time: 0.4541 data_time: 0.1266 memory: 9049 loss: 0.3244 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0028 loss_cls: 0.0488 acc: 97.8271 loss_bbox: 0.0656 loss_mask: 0.2045 2022/11/01 14:47:25 - mmengine - INFO - Epoch(train) [119][120/125] lr: 2.0000e-03 eta: 0:35:24 time: 0.4307 data_time: 0.1060 memory: 8974 loss: 0.3235 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0032 loss_cls: 0.0520 acc: 97.0459 loss_bbox: 0.0657 loss_mask: 0.1985 2022/11/01 14:47:26 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:47:26 - mmengine - INFO - Epoch(train) [119][125/125] lr: 2.0000e-03 eta: 0:35:24 time: 0.3564 data_time: 0.0542 memory: 8869 loss: 0.3145 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0030 loss_cls: 0.0529 acc: 98.0713 loss_bbox: 0.0627 loss_mask: 0.1919 2022/11/01 14:47:29 - mmengine - INFO - Epoch(train) [120][5/125] lr: 2.0000e-03 eta: 0:35:24 time: 0.4467 data_time: 0.1406 memory: 8977 loss: 0.2774 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0023 loss_cls: 0.0435 acc: 98.8770 loss_bbox: 0.0558 loss_mask: 0.1728 2022/11/01 14:47:31 - mmengine - INFO - Epoch(train) [120][10/125] lr: 2.0000e-03 eta: 0:35:17 time: 0.4644 data_time: 0.1562 memory: 9507 loss: 0.3269 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0029 loss_cls: 0.0558 acc: 95.1416 loss_bbox: 0.0757 loss_mask: 0.1891 2022/11/01 14:47:33 - mmengine - INFO - Epoch(train) [120][15/125] lr: 2.0000e-03 eta: 0:35:17 time: 0.3685 data_time: 0.0732 memory: 9504 loss: 0.3683 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0036 loss_cls: 0.0683 acc: 97.1191 loss_bbox: 0.0856 loss_mask: 0.2072 2022/11/01 14:47:35 - mmengine - INFO - Epoch(train) [120][20/125] lr: 2.0000e-03 eta: 0:35:12 time: 0.3680 data_time: 0.0707 memory: 8967 loss: 0.3211 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0028 loss_cls: 0.0607 acc: 97.9980 loss_bbox: 0.0658 loss_mask: 0.1881 2022/11/01 14:47:37 - mmengine - INFO - Epoch(train) [120][25/125] lr: 2.0000e-03 eta: 0:35:12 time: 0.4131 data_time: 0.1012 memory: 9784 loss: 0.3150 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0030 loss_cls: 0.0556 acc: 95.4590 loss_bbox: 0.0660 loss_mask: 0.1851 2022/11/01 14:47:39 - mmengine - INFO - Epoch(train) [120][30/125] lr: 2.0000e-03 eta: 0:35:08 time: 0.4088 data_time: 0.1020 memory: 9252 loss: 0.3292 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0033 loss_cls: 0.0532 acc: 99.1699 loss_bbox: 0.0710 loss_mask: 0.1971 2022/11/01 14:47:41 - mmengine - INFO - Epoch(train) [120][35/125] lr: 2.0000e-03 eta: 0:35:08 time: 0.3712 data_time: 0.0826 memory: 9030 loss: 0.3336 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0032 loss_cls: 0.0567 acc: 98.8281 loss_bbox: 0.0697 loss_mask: 0.2006 2022/11/01 14:47:43 - mmengine - INFO - Epoch(train) [120][40/125] lr: 2.0000e-03 eta: 0:35:04 time: 0.3887 data_time: 0.0983 memory: 9357 loss: 0.3705 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0039 loss_cls: 0.0674 acc: 97.6562 loss_bbox: 0.0867 loss_mask: 0.2075 2022/11/01 14:47:45 - mmengine - INFO - Epoch(train) [120][45/125] lr: 2.0000e-03 eta: 0:35:04 time: 0.4123 data_time: 0.1181 memory: 9258 loss: 0.3568 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0035 loss_cls: 0.0681 acc: 97.7539 loss_bbox: 0.0832 loss_mask: 0.1962 2022/11/01 14:47:47 - mmengine - INFO - Epoch(train) [120][50/125] lr: 2.0000e-03 eta: 0:35:00 time: 0.4001 data_time: 0.1077 memory: 9442 loss: 0.3383 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0032 loss_cls: 0.0602 acc: 97.7783 loss_bbox: 0.0681 loss_mask: 0.2015 2022/11/01 14:47:49 - mmengine - INFO - Epoch(train) [120][55/125] lr: 2.0000e-03 eta: 0:35:00 time: 0.4016 data_time: 0.0955 memory: 9128 loss: 0.3362 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0039 loss_cls: 0.0545 acc: 96.7285 loss_bbox: 0.0707 loss_mask: 0.2017 2022/11/01 14:47:51 - mmengine - INFO - Epoch(train) [120][60/125] lr: 2.0000e-03 eta: 0:34:56 time: 0.4598 data_time: 0.1119 memory: 9056 loss: 0.3411 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0036 loss_cls: 0.0577 acc: 97.4365 loss_bbox: 0.0727 loss_mask: 0.2019 2022/11/01 14:47:54 - mmengine - INFO - Epoch(train) [120][65/125] lr: 2.0000e-03 eta: 0:34:56 time: 0.4789 data_time: 0.1407 memory: 9324 loss: 0.3423 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0031 loss_cls: 0.0607 acc: 96.3867 loss_bbox: 0.0748 loss_mask: 0.2001 2022/11/01 14:47:55 - mmengine - INFO - Epoch(train) [120][70/125] lr: 2.0000e-03 eta: 0:34:52 time: 0.4181 data_time: 0.1207 memory: 9511 loss: 0.3492 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0038 loss_cls: 0.0663 acc: 95.8740 loss_bbox: 0.0922 loss_mask: 0.1834 2022/11/01 14:47:57 - mmengine - INFO - Epoch(train) [120][75/125] lr: 2.0000e-03 eta: 0:34:52 time: 0.3640 data_time: 0.0728 memory: 9416 loss: 0.3532 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0038 loss_cls: 0.0650 acc: 98.0469 loss_bbox: 0.0948 loss_mask: 0.1857 2022/11/01 14:47:59 - mmengine - INFO - Epoch(train) [120][80/125] lr: 2.0000e-03 eta: 0:34:47 time: 0.3818 data_time: 0.0897 memory: 8895 loss: 0.3234 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0033 loss_cls: 0.0569 acc: 97.6562 loss_bbox: 0.0768 loss_mask: 0.1827 2022/11/01 14:48:02 - mmengine - INFO - Epoch(train) [120][85/125] lr: 2.0000e-03 eta: 0:34:47 time: 0.4310 data_time: 0.1343 memory: 9173 loss: 0.3273 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0034 loss_cls: 0.0562 acc: 97.4609 loss_bbox: 0.0747 loss_mask: 0.1898 2022/11/01 14:48:04 - mmengine - INFO - Epoch(train) [120][90/125] lr: 2.0000e-03 eta: 0:34:43 time: 0.4191 data_time: 0.1254 memory: 8898 loss: 0.3346 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0029 loss_cls: 0.0536 acc: 98.7793 loss_bbox: 0.0682 loss_mask: 0.2062 2022/11/01 14:48:05 - mmengine - INFO - Epoch(train) [120][95/125] lr: 2.0000e-03 eta: 0:34:43 time: 0.3797 data_time: 0.0914 memory: 9343 loss: 0.3246 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0028 loss_cls: 0.0523 acc: 96.3135 loss_bbox: 0.0684 loss_mask: 0.1976 2022/11/01 14:48:07 - mmengine - INFO - Epoch(train) [120][100/125] lr: 2.0000e-03 eta: 0:34:39 time: 0.3824 data_time: 0.0925 memory: 9203 loss: 0.3266 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0033 loss_cls: 0.0514 acc: 97.7539 loss_bbox: 0.0737 loss_mask: 0.1958 2022/11/01 14:48:09 - mmengine - INFO - Epoch(train) [120][105/125] lr: 2.0000e-03 eta: 0:34:39 time: 0.4106 data_time: 0.1186 memory: 9209 loss: 0.3101 loss_rpn_cls: 0.0021 loss_rpn_bbox: 0.0026 loss_cls: 0.0469 acc: 97.6562 loss_bbox: 0.0607 loss_mask: 0.1977 2022/11/01 14:48:11 - mmengine - INFO - Epoch(train) [120][110/125] lr: 2.0000e-03 eta: 0:34:35 time: 0.3954 data_time: 0.1063 memory: 9137 loss: 0.3164 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0026 loss_cls: 0.0518 acc: 97.8271 loss_bbox: 0.0662 loss_mask: 0.1934 2022/11/01 14:48:13 - mmengine - INFO - Epoch(train) [120][115/125] lr: 2.0000e-03 eta: 0:34:35 time: 0.3573 data_time: 0.0724 memory: 9373 loss: 0.3381 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0033 loss_cls: 0.0615 acc: 99.2676 loss_bbox: 0.0753 loss_mask: 0.1947 2022/11/01 14:48:15 - mmengine - INFO - Epoch(train) [120][120/125] lr: 2.0000e-03 eta: 0:34:31 time: 0.3924 data_time: 0.1070 memory: 9282 loss: 0.3477 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0041 loss_cls: 0.0648 acc: 97.6318 loss_bbox: 0.0814 loss_mask: 0.1938 2022/11/01 14:48:17 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:48:17 - mmengine - INFO - Epoch(train) [120][125/125] lr: 2.0000e-03 eta: 0:34:31 time: 0.3915 data_time: 0.0947 memory: 9811 loss: 0.3476 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0043 loss_cls: 0.0670 acc: 98.7793 loss_bbox: 0.0897 loss_mask: 0.1835 2022/11/01 14:48:17 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/11/01 14:48:23 - mmengine - INFO - Epoch(val) [120][5/500] eta: 0:34:31 time: 0.0748 data_time: 0.0038 memory: 1373 2022/11/01 14:48:23 - mmengine - INFO - Epoch(val) [120][10/500] eta: 0:00:37 time: 0.0775 data_time: 0.0041 memory: 1373 2022/11/01 14:48:24 - mmengine - INFO - Epoch(val) [120][15/500] eta: 0:00:37 time: 0.0697 data_time: 0.0028 memory: 1373 2022/11/01 14:48:24 - mmengine - INFO - Epoch(val) [120][20/500] eta: 0:00:34 time: 0.0717 data_time: 0.0029 memory: 1373 2022/11/01 14:48:25 - mmengine - INFO - Epoch(val) [120][25/500] eta: 0:00:34 time: 0.0837 data_time: 0.0159 memory: 1373 2022/11/01 14:48:25 - mmengine - INFO - Epoch(val) [120][30/500] eta: 0:00:42 time: 0.0914 data_time: 0.0161 memory: 1373 2022/11/01 14:48:25 - mmengine - INFO - Epoch(val) [120][35/500] eta: 0:00:42 time: 0.0818 data_time: 0.0029 memory: 1373 2022/11/01 14:48:26 - mmengine - INFO - Epoch(val) [120][40/500] eta: 0:00:40 time: 0.0877 data_time: 0.0098 memory: 1373 2022/11/01 14:48:26 - mmengine - INFO - Epoch(val) [120][45/500] eta: 0:00:40 time: 0.0872 data_time: 0.0096 memory: 1373 2022/11/01 14:48:27 - mmengine - INFO - Epoch(val) [120][50/500] eta: 0:00:32 time: 0.0721 data_time: 0.0023 memory: 1373 2022/11/01 14:48:27 - mmengine - INFO - Epoch(val) [120][55/500] eta: 0:00:32 time: 0.0703 data_time: 0.0023 memory: 1373 2022/11/01 14:48:27 - mmengine - INFO - Epoch(val) [120][60/500] eta: 0:00:29 time: 0.0678 data_time: 0.0022 memory: 1373 2022/11/01 14:48:28 - mmengine - INFO - Epoch(val) [120][65/500] eta: 0:00:29 time: 0.0703 data_time: 0.0022 memory: 1373 2022/11/01 14:48:28 - mmengine - INFO - Epoch(val) [120][70/500] eta: 0:00:31 time: 0.0736 data_time: 0.0022 memory: 1373 2022/11/01 14:48:28 - mmengine - INFO - Epoch(val) [120][75/500] eta: 0:00:31 time: 0.0685 data_time: 0.0023 memory: 1373 2022/11/01 14:48:29 - mmengine - INFO - Epoch(val) [120][80/500] eta: 0:00:26 time: 0.0633 data_time: 0.0023 memory: 1373 2022/11/01 14:48:29 - mmengine - INFO - Epoch(val) [120][85/500] eta: 0:00:26 time: 0.0619 data_time: 0.0023 memory: 1373 2022/11/01 14:48:29 - mmengine - INFO - Epoch(val) [120][90/500] eta: 0:00:28 time: 0.0688 data_time: 0.0023 memory: 1373 2022/11/01 14:48:30 - mmengine - INFO - Epoch(val) [120][95/500] eta: 0:00:28 time: 0.0706 data_time: 0.0023 memory: 1373 2022/11/01 14:48:30 - mmengine - INFO - Epoch(val) [120][100/500] eta: 0:00:26 time: 0.0670 data_time: 0.0029 memory: 1373 2022/11/01 14:48:30 - mmengine - INFO - Epoch(val) [120][105/500] eta: 0:00:26 time: 0.0676 data_time: 0.0029 memory: 1373 2022/11/01 14:48:31 - mmengine - INFO - Epoch(val) [120][110/500] eta: 0:00:25 time: 0.0658 data_time: 0.0022 memory: 1373 2022/11/01 14:48:31 - mmengine - INFO - Epoch(val) [120][115/500] eta: 0:00:25 time: 0.0679 data_time: 0.0023 memory: 1373 2022/11/01 14:48:31 - mmengine - INFO - Epoch(val) [120][120/500] eta: 0:00:26 time: 0.0692 data_time: 0.0022 memory: 1373 2022/11/01 14:48:32 - mmengine - INFO - Epoch(val) [120][125/500] eta: 0:00:26 time: 0.0673 data_time: 0.0022 memory: 1373 2022/11/01 14:48:32 - mmengine - INFO - Epoch(val) [120][130/500] eta: 0:00:25 time: 0.0677 data_time: 0.0023 memory: 1373 2022/11/01 14:48:32 - mmengine - INFO - Epoch(val) [120][135/500] eta: 0:00:25 time: 0.0682 data_time: 0.0022 memory: 1373 2022/11/01 14:48:33 - mmengine - INFO - Epoch(val) [120][140/500] eta: 0:00:24 time: 0.0679 data_time: 0.0023 memory: 1373 2022/11/01 14:48:33 - mmengine - INFO - Epoch(val) [120][145/500] eta: 0:00:24 time: 0.0709 data_time: 0.0023 memory: 1373 2022/11/01 14:48:33 - mmengine - INFO - Epoch(val) [120][150/500] eta: 0:00:25 time: 0.0733 data_time: 0.0022 memory: 1373 2022/11/01 14:48:34 - mmengine - INFO - Epoch(val) [120][155/500] eta: 0:00:25 time: 0.0784 data_time: 0.0022 memory: 1373 2022/11/01 14:48:34 - mmengine - INFO - Epoch(val) [120][160/500] eta: 0:00:26 time: 0.0787 data_time: 0.0022 memory: 1373 2022/11/01 14:48:35 - mmengine - INFO - Epoch(val) [120][165/500] eta: 0:00:26 time: 0.0754 data_time: 0.0022 memory: 1373 2022/11/01 14:48:35 - mmengine - INFO - Epoch(val) [120][170/500] eta: 0:00:24 time: 0.0750 data_time: 0.0022 memory: 1373 2022/11/01 14:48:35 - mmengine - INFO - Epoch(val) [120][175/500] eta: 0:00:24 time: 0.0674 data_time: 0.0021 memory: 1373 2022/11/01 14:48:36 - mmengine - INFO - Epoch(val) [120][180/500] eta: 0:00:21 time: 0.0684 data_time: 0.0023 memory: 1373 2022/11/01 14:48:36 - mmengine - INFO - Epoch(val) [120][185/500] eta: 0:00:21 time: 0.0773 data_time: 0.0025 memory: 1373 2022/11/01 14:48:36 - mmengine - INFO - Epoch(val) [120][190/500] eta: 0:00:24 time: 0.0799 data_time: 0.0026 memory: 1373 2022/11/01 14:48:37 - mmengine - INFO - Epoch(val) [120][195/500] eta: 0:00:24 time: 0.0746 data_time: 0.0027 memory: 1373 2022/11/01 14:48:37 - mmengine - INFO - Epoch(val) [120][200/500] eta: 0:00:25 time: 0.0858 data_time: 0.0027 memory: 1703 2022/11/01 14:48:38 - mmengine - INFO - Epoch(val) [120][205/500] eta: 0:00:25 time: 0.0854 data_time: 0.0028 memory: 1373 2022/11/01 14:48:38 - mmengine - INFO - Epoch(val) [120][210/500] eta: 0:00:19 time: 0.0659 data_time: 0.0026 memory: 1373 2022/11/01 14:48:38 - mmengine - INFO - Epoch(val) [120][215/500] eta: 0:00:19 time: 0.0681 data_time: 0.0023 memory: 1373 2022/11/01 14:48:39 - mmengine - INFO - Epoch(val) [120][220/500] eta: 0:00:19 time: 0.0711 data_time: 0.0022 memory: 1373 2022/11/01 14:48:39 - mmengine - INFO - Epoch(val) [120][225/500] eta: 0:00:19 time: 0.0743 data_time: 0.0022 memory: 1401 2022/11/01 14:48:39 - mmengine - INFO - Epoch(val) [120][230/500] eta: 0:00:19 time: 0.0729 data_time: 0.0023 memory: 1373 2022/11/01 14:48:40 - mmengine - INFO - Epoch(val) [120][235/500] eta: 0:00:19 time: 0.0686 data_time: 0.0022 memory: 1373 2022/11/01 14:48:40 - mmengine - INFO - Epoch(val) [120][240/500] eta: 0:00:18 time: 0.0699 data_time: 0.0022 memory: 1373 2022/11/01 14:48:40 - mmengine - INFO - Epoch(val) [120][245/500] eta: 0:00:18 time: 0.0668 data_time: 0.0022 memory: 1373 2022/11/01 14:48:41 - mmengine - INFO - Epoch(val) [120][250/500] eta: 0:00:17 time: 0.0694 data_time: 0.0023 memory: 1373 2022/11/01 14:48:41 - mmengine - INFO - Epoch(val) [120][255/500] eta: 0:00:17 time: 0.0700 data_time: 0.0023 memory: 1373 2022/11/01 14:48:41 - mmengine - INFO - Epoch(val) [120][260/500] eta: 0:00:15 time: 0.0665 data_time: 0.0023 memory: 1373 2022/11/01 14:48:42 - mmengine - INFO - Epoch(val) [120][265/500] eta: 0:00:15 time: 0.0672 data_time: 0.0023 memory: 1373 2022/11/01 14:48:42 - mmengine - INFO - Epoch(val) [120][270/500] eta: 0:00:15 time: 0.0677 data_time: 0.0023 memory: 1373 2022/11/01 14:48:42 - mmengine - INFO - Epoch(val) [120][275/500] eta: 0:00:15 time: 0.0642 data_time: 0.0021 memory: 1373 2022/11/01 14:48:43 - mmengine - INFO - Epoch(val) [120][280/500] eta: 0:00:14 time: 0.0677 data_time: 0.0022 memory: 1373 2022/11/01 14:48:43 - mmengine - INFO - Epoch(val) [120][285/500] eta: 0:00:14 time: 0.0690 data_time: 0.0023 memory: 1373 2022/11/01 14:48:43 - mmengine - INFO - Epoch(val) [120][290/500] eta: 0:00:14 time: 0.0691 data_time: 0.0024 memory: 1373 2022/11/01 14:48:44 - mmengine - INFO - Epoch(val) [120][295/500] eta: 0:00:14 time: 0.0730 data_time: 0.0024 memory: 1373 2022/11/01 14:48:44 - mmengine - INFO - Epoch(val) [120][300/500] eta: 0:00:14 time: 0.0724 data_time: 0.0023 memory: 1373 2022/11/01 14:48:45 - mmengine - INFO - Epoch(val) [120][305/500] eta: 0:00:14 time: 0.0700 data_time: 0.0022 memory: 1373 2022/11/01 14:48:45 - mmengine - INFO - Epoch(val) [120][310/500] eta: 0:00:13 time: 0.0694 data_time: 0.0023 memory: 1373 2022/11/01 14:48:45 - mmengine - INFO - Epoch(val) [120][315/500] eta: 0:00:13 time: 0.0738 data_time: 0.0024 memory: 1373 2022/11/01 14:48:46 - mmengine - INFO - Epoch(val) [120][320/500] eta: 0:00:12 time: 0.0720 data_time: 0.0023 memory: 1373 2022/11/01 14:48:46 - mmengine - INFO - Epoch(val) [120][325/500] eta: 0:00:12 time: 0.0938 data_time: 0.0022 memory: 1459 2022/11/01 14:48:47 - mmengine - INFO - Epoch(val) [120][330/500] eta: 0:00:15 time: 0.0926 data_time: 0.0021 memory: 1373 2022/11/01 14:48:47 - mmengine - INFO - Epoch(val) [120][335/500] eta: 0:00:15 time: 0.0633 data_time: 0.0021 memory: 1373 2022/11/01 14:48:47 - mmengine - INFO - Epoch(val) [120][340/500] eta: 0:00:12 time: 0.0790 data_time: 0.0021 memory: 1373 2022/11/01 14:48:48 - mmengine - INFO - Epoch(val) [120][345/500] eta: 0:00:12 time: 0.0824 data_time: 0.0020 memory: 1373 2022/11/01 14:48:48 - mmengine - INFO - Epoch(val) [120][350/500] eta: 0:00:10 time: 0.0723 data_time: 0.0021 memory: 1373 2022/11/01 14:48:48 - mmengine - INFO - Epoch(val) [120][355/500] eta: 0:00:10 time: 0.0703 data_time: 0.0021 memory: 1373 2022/11/01 14:48:49 - mmengine - INFO - Epoch(val) [120][360/500] eta: 0:00:09 time: 0.0650 data_time: 0.0020 memory: 1373 2022/11/01 14:48:49 - mmengine - INFO - Epoch(val) [120][365/500] eta: 0:00:09 time: 0.0671 data_time: 0.0021 memory: 1373 2022/11/01 14:48:49 - mmengine - INFO - Epoch(val) [120][370/500] eta: 0:00:08 time: 0.0631 data_time: 0.0021 memory: 1373 2022/11/01 14:48:50 - mmengine - INFO - Epoch(val) [120][375/500] eta: 0:00:08 time: 0.0615 data_time: 0.0019 memory: 1373 2022/11/01 14:48:50 - mmengine - INFO - Epoch(val) [120][380/500] eta: 0:00:08 time: 0.0677 data_time: 0.0020 memory: 1373 2022/11/01 14:48:50 - mmengine - INFO - Epoch(val) [120][385/500] eta: 0:00:08 time: 0.0690 data_time: 0.0021 memory: 1373 2022/11/01 14:48:51 - mmengine - INFO - Epoch(val) [120][390/500] eta: 0:00:07 time: 0.0685 data_time: 0.0022 memory: 1373 2022/11/01 14:48:51 - mmengine - INFO - Epoch(val) [120][395/500] eta: 0:00:07 time: 0.0672 data_time: 0.0021 memory: 1373 2022/11/01 14:48:51 - mmengine - INFO - Epoch(val) [120][400/500] eta: 0:00:06 time: 0.0670 data_time: 0.0021 memory: 1373 2022/11/01 14:48:52 - mmengine - INFO - Epoch(val) [120][405/500] eta: 0:00:06 time: 0.0702 data_time: 0.0021 memory: 1373 2022/11/01 14:48:52 - mmengine - INFO - Epoch(val) [120][410/500] eta: 0:00:06 time: 0.0737 data_time: 0.0020 memory: 1373 2022/11/01 14:48:52 - mmengine - INFO - Epoch(val) [120][415/500] eta: 0:00:06 time: 0.0728 data_time: 0.0021 memory: 1373 2022/11/01 14:48:53 - mmengine - INFO - Epoch(val) [120][420/500] eta: 0:00:05 time: 0.0643 data_time: 0.0021 memory: 1373 2022/11/01 14:48:53 - mmengine - INFO - Epoch(val) [120][425/500] eta: 0:00:05 time: 0.0645 data_time: 0.0021 memory: 1373 2022/11/01 14:48:53 - mmengine - INFO - Epoch(val) [120][430/500] eta: 0:00:04 time: 0.0676 data_time: 0.0020 memory: 1373 2022/11/01 14:48:54 - mmengine - INFO - Epoch(val) [120][435/500] eta: 0:00:04 time: 0.0736 data_time: 0.0080 memory: 1373 2022/11/01 14:48:54 - mmengine - INFO - Epoch(val) [120][440/500] eta: 0:00:04 time: 0.0751 data_time: 0.0081 memory: 1373 2022/11/01 14:48:55 - mmengine - INFO - Epoch(val) [120][445/500] eta: 0:00:04 time: 0.0706 data_time: 0.0021 memory: 1373 2022/11/01 14:48:55 - mmengine - INFO - Epoch(val) [120][450/500] eta: 0:00:03 time: 0.0733 data_time: 0.0021 memory: 1373 2022/11/01 14:48:55 - mmengine - INFO - Epoch(val) [120][455/500] eta: 0:00:03 time: 0.0715 data_time: 0.0020 memory: 1373 2022/11/01 14:48:56 - mmengine - INFO - Epoch(val) [120][460/500] eta: 0:00:02 time: 0.0638 data_time: 0.0020 memory: 1373 2022/11/01 14:48:56 - mmengine - INFO - Epoch(val) [120][465/500] eta: 0:00:02 time: 0.0617 data_time: 0.0021 memory: 1373 2022/11/01 14:48:56 - mmengine - INFO - Epoch(val) [120][470/500] eta: 0:00:01 time: 0.0636 data_time: 0.0020 memory: 1373 2022/11/01 14:48:56 - mmengine - INFO - Epoch(val) [120][475/500] eta: 0:00:01 time: 0.0613 data_time: 0.0020 memory: 1373 2022/11/01 14:48:57 - mmengine - INFO - Epoch(val) [120][480/500] eta: 0:00:01 time: 0.0642 data_time: 0.0020 memory: 1373 2022/11/01 14:48:57 - mmengine - INFO - Epoch(val) [120][485/500] eta: 0:00:01 time: 0.0672 data_time: 0.0020 memory: 1373 2022/11/01 14:48:58 - mmengine - INFO - Epoch(val) [120][490/500] eta: 0:00:00 time: 0.0692 data_time: 0.0020 memory: 1373 2022/11/01 14:48:58 - mmengine - INFO - Epoch(val) [120][495/500] eta: 0:00:00 time: 0.0729 data_time: 0.0021 memory: 1373 2022/11/01 14:48:58 - mmengine - INFO - Epoch(val) [120][500/500] eta: 0:00:00 time: 0.0674 data_time: 0.0021 memory: 1373 2022/11/01 14:48:58 - mmengine - INFO - Evaluating hmean-iou... 2022/11/01 14:48:58 - mmengine - INFO - prediction score threshold: 0.30, recall: 0.8782, precision: 0.7111, hmean: 0.7859 2022/11/01 14:48:58 - mmengine - INFO - prediction score threshold: 0.40, recall: 0.8662, precision: 0.7652, hmean: 0.8126 2022/11/01 14:48:58 - mmengine - INFO - prediction score threshold: 0.50, recall: 0.8517, precision: 0.8167, hmean: 0.8338 2022/11/01 14:48:58 - mmengine - INFO - prediction score threshold: 0.60, recall: 0.8358, precision: 0.8543, hmean: 0.8450 2022/11/01 14:48:58 - mmengine - INFO - prediction score threshold: 0.70, recall: 0.8185, precision: 0.8863, hmean: 0.8511 2022/11/01 14:48:58 - mmengine - INFO - prediction score threshold: 0.80, recall: 0.7838, precision: 0.9141, hmean: 0.8440 2022/11/01 14:48:58 - mmengine - INFO - prediction score threshold: 0.90, recall: 0.7251, precision: 0.9442, hmean: 0.8203 2022/11/01 14:48:58 - mmengine - INFO - Epoch(val) [120][500/500] icdar/precision: 0.8863 icdar/recall: 0.8185 icdar/hmean: 0.8511 2022/11/01 14:49:00 - mmengine - INFO - Epoch(train) [121][5/125] lr: 2.0000e-03 eta: 0:00:00 time: 0.3905 data_time: 0.0971 memory: 8820 loss: 0.3267 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0035 loss_cls: 0.0595 acc: 98.6084 loss_bbox: 0.0744 loss_mask: 0.1856 2022/11/01 14:49:02 - mmengine - INFO - Epoch(train) [121][10/125] lr: 2.0000e-03 eta: 0:34:24 time: 0.4212 data_time: 0.1365 memory: 9259 loss: 0.3349 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0038 loss_cls: 0.0544 acc: 96.7285 loss_bbox: 0.0720 loss_mask: 0.1999 2022/11/01 14:49:04 - mmengine - INFO - Epoch(train) [121][15/125] lr: 2.0000e-03 eta: 0:34:24 time: 0.3866 data_time: 0.0938 memory: 9252 loss: 0.3536 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0047 loss_cls: 0.0647 acc: 96.5332 loss_bbox: 0.0883 loss_mask: 0.1922 2022/11/01 14:49:06 - mmengine - INFO - Epoch(train) [121][20/125] lr: 2.0000e-03 eta: 0:34:19 time: 0.3567 data_time: 0.0677 memory: 9158 loss: 0.3183 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0036 loss_cls: 0.0517 acc: 97.7051 loss_bbox: 0.0674 loss_mask: 0.1915 2022/11/01 14:49:08 - mmengine - INFO - Epoch(train) [121][25/125] lr: 2.0000e-03 eta: 0:34:19 time: 0.3832 data_time: 0.0966 memory: 9115 loss: 0.3093 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0030 loss_cls: 0.0431 acc: 98.4863 loss_bbox: 0.0556 loss_mask: 0.2028 2022/11/01 14:49:10 - mmengine - INFO - Epoch(train) [121][30/125] lr: 2.0000e-03 eta: 0:34:15 time: 0.4212 data_time: 0.1265 memory: 9386 loss: 0.3420 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0034 loss_cls: 0.0571 acc: 97.2656 loss_bbox: 0.0734 loss_mask: 0.2043 2022/11/01 14:49:12 - mmengine - INFO - Epoch(train) [121][35/125] lr: 2.0000e-03 eta: 0:34:15 time: 0.3988 data_time: 0.1073 memory: 8971 loss: 0.3431 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0030 loss_cls: 0.0590 acc: 97.0459 loss_bbox: 0.0743 loss_mask: 0.2039 2022/11/01 14:49:14 - mmengine - INFO - Epoch(train) [121][40/125] lr: 2.0000e-03 eta: 0:34:11 time: 0.4018 data_time: 0.0889 memory: 9131 loss: 0.3217 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0027 loss_cls: 0.0518 acc: 99.0234 loss_bbox: 0.0661 loss_mask: 0.1983 2022/11/01 14:49:16 - mmengine - INFO - Epoch(train) [121][45/125] lr: 2.0000e-03 eta: 0:34:11 time: 0.4353 data_time: 0.1193 memory: 8793 loss: 0.3004 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0027 loss_cls: 0.0479 acc: 98.6084 loss_bbox: 0.0588 loss_mask: 0.1878 2022/11/01 14:49:19 - mmengine - INFO - Epoch(train) [121][50/125] lr: 2.0000e-03 eta: 0:34:07 time: 0.4569 data_time: 0.1346 memory: 9748 loss: 0.3208 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0037 loss_cls: 0.0563 acc: 98.2910 loss_bbox: 0.0774 loss_mask: 0.1792 2022/11/01 14:49:21 - mmengine - INFO - Epoch(train) [121][55/125] lr: 2.0000e-03 eta: 0:34:07 time: 0.4185 data_time: 0.0953 memory: 9429 loss: 0.3472 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0041 loss_cls: 0.0623 acc: 99.0967 loss_bbox: 0.0868 loss_mask: 0.1882 2022/11/01 14:49:23 - mmengine - INFO - Epoch(train) [121][60/125] lr: 2.0000e-03 eta: 0:34:03 time: 0.3717 data_time: 0.0759 memory: 8944 loss: 0.3368 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0030 loss_cls: 0.0566 acc: 97.3877 loss_bbox: 0.0722 loss_mask: 0.1999 2022/11/01 14:49:25 - mmengine - INFO - Epoch(train) [121][65/125] lr: 2.0000e-03 eta: 0:34:03 time: 0.4706 data_time: 0.1310 memory: 9520 loss: 0.3780 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0040 loss_cls: 0.0651 acc: 96.5820 loss_bbox: 0.0946 loss_mask: 0.2102 2022/11/01 14:49:28 - mmengine - INFO - Epoch(train) [121][70/125] lr: 2.0000e-03 eta: 0:33:59 time: 0.5179 data_time: 0.1580 memory: 9438 loss: 0.3934 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0044 loss_cls: 0.0735 acc: 96.5332 loss_bbox: 0.1030 loss_mask: 0.2076 2022/11/01 14:49:30 - mmengine - INFO - Epoch(train) [121][75/125] lr: 2.0000e-03 eta: 0:33:59 time: 0.4305 data_time: 0.1114 memory: 9327 loss: 0.3526 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0032 loss_cls: 0.0612 acc: 98.4619 loss_bbox: 0.0790 loss_mask: 0.2054 2022/11/01 14:49:32 - mmengine - INFO - Epoch(train) [121][80/125] lr: 2.0000e-03 eta: 0:33:55 time: 0.3868 data_time: 0.0778 memory: 9160 loss: 0.3448 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0035 loss_cls: 0.0551 acc: 96.8506 loss_bbox: 0.0729 loss_mask: 0.2101 2022/11/01 14:49:33 - mmengine - INFO - Epoch(train) [121][85/125] lr: 2.0000e-03 eta: 0:33:55 time: 0.3839 data_time: 0.0822 memory: 8715 loss: 0.3123 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0031 loss_cls: 0.0482 acc: 99.1943 loss_bbox: 0.0629 loss_mask: 0.1947 2022/11/01 14:49:36 - mmengine - INFO - Epoch(train) [121][90/125] lr: 2.0000e-03 eta: 0:33:51 time: 0.4146 data_time: 0.1203 memory: 9535 loss: 0.3076 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0030 loss_cls: 0.0506 acc: 98.3398 loss_bbox: 0.0629 loss_mask: 0.1874 2022/11/01 14:49:38 - mmengine - INFO - Epoch(train) [121][95/125] lr: 2.0000e-03 eta: 0:33:51 time: 0.4499 data_time: 0.1371 memory: 9791 loss: 0.3426 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0041 loss_cls: 0.0668 acc: 97.5586 loss_bbox: 0.0827 loss_mask: 0.1846 2022/11/01 14:49:40 - mmengine - INFO - Epoch(train) [121][100/125] lr: 2.0000e-03 eta: 0:33:46 time: 0.4165 data_time: 0.1009 memory: 9514 loss: 0.3497 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0040 loss_cls: 0.0697 acc: 98.2178 loss_bbox: 0.0924 loss_mask: 0.1797 2022/11/01 14:49:42 - mmengine - INFO - Epoch(train) [121][105/125] lr: 2.0000e-03 eta: 0:33:46 time: 0.4260 data_time: 0.1034 memory: 10556 loss: 0.3463 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0034 loss_cls: 0.0638 acc: 96.5332 loss_bbox: 0.0897 loss_mask: 0.1864 2022/11/01 14:49:44 - mmengine - INFO - Epoch(train) [121][110/125] lr: 2.0000e-03 eta: 0:33:42 time: 0.4327 data_time: 0.1206 memory: 9559 loss: 0.3391 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0032 loss_cls: 0.0600 acc: 99.2432 loss_bbox: 0.0813 loss_mask: 0.1910 2022/11/01 14:49:46 - mmengine - INFO - Epoch(train) [121][115/125] lr: 2.0000e-03 eta: 0:33:42 time: 0.4125 data_time: 0.1123 memory: 8826 loss: 0.3027 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0029 loss_cls: 0.0505 acc: 98.7549 loss_bbox: 0.0648 loss_mask: 0.1809 2022/11/01 14:49:48 - mmengine - INFO - Epoch(train) [121][120/125] lr: 2.0000e-03 eta: 0:33:38 time: 0.4243 data_time: 0.1097 memory: 9402 loss: 0.3256 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0033 loss_cls: 0.0565 acc: 96.8994 loss_bbox: 0.0725 loss_mask: 0.1890 2022/11/01 14:49:50 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:49:50 - mmengine - INFO - Epoch(train) [121][125/125] lr: 2.0000e-03 eta: 0:33:38 time: 0.3896 data_time: 0.0823 memory: 9200 loss: 0.3645 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0047 loss_cls: 0.0681 acc: 97.8027 loss_bbox: 0.0869 loss_mask: 0.1991 2022/11/01 14:49:53 - mmengine - INFO - Epoch(train) [122][5/125] lr: 2.0000e-03 eta: 0:33:38 time: 0.4223 data_time: 0.1213 memory: 9366 loss: 0.3464 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0045 loss_cls: 0.0620 acc: 98.0225 loss_bbox: 0.0769 loss_mask: 0.1983 2022/11/01 14:49:55 - mmengine - INFO - Epoch(train) [122][10/125] lr: 2.0000e-03 eta: 0:33:32 time: 0.4915 data_time: 0.1676 memory: 9565 loss: 0.3203 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0033 loss_cls: 0.0535 acc: 98.8525 loss_bbox: 0.0749 loss_mask: 0.1848 2022/11/01 14:49:58 - mmengine - INFO - Epoch(train) [122][15/125] lr: 2.0000e-03 eta: 0:33:32 time: 0.4782 data_time: 0.1270 memory: 9484 loss: 0.3484 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0039 loss_cls: 0.0621 acc: 96.6797 loss_bbox: 0.0894 loss_mask: 0.1888 2022/11/01 14:49:59 - mmengine - INFO - Epoch(train) [122][20/125] lr: 2.0000e-03 eta: 0:33:28 time: 0.4199 data_time: 0.0913 memory: 9484 loss: 0.4055 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0047 loss_cls: 0.0813 acc: 95.4346 loss_bbox: 0.1005 loss_mask: 0.2140 2022/11/01 14:50:01 - mmengine - INFO - Epoch(train) [122][25/125] lr: 2.0000e-03 eta: 0:33:28 time: 0.3849 data_time: 0.0829 memory: 9030 loss: 0.3578 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0036 loss_cls: 0.0648 acc: 99.1943 loss_bbox: 0.0781 loss_mask: 0.2068 2022/11/01 14:50:04 - mmengine - INFO - Epoch(train) [122][30/125] lr: 2.0000e-03 eta: 0:33:24 time: 0.5053 data_time: 0.1726 memory: 9403 loss: 0.3271 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0042 loss_cls: 0.0554 acc: 96.5820 loss_bbox: 0.0698 loss_mask: 0.1917 2022/11/01 14:50:07 - mmengine - INFO - Epoch(train) [122][35/125] lr: 2.0000e-03 eta: 0:33:24 time: 0.5367 data_time: 0.1986 memory: 9660 loss: 0.3461 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0052 loss_cls: 0.0629 acc: 98.2422 loss_bbox: 0.0816 loss_mask: 0.1906 2022/11/01 14:50:09 - mmengine - INFO - Epoch(train) [122][40/125] lr: 2.0000e-03 eta: 0:33:20 time: 0.4306 data_time: 0.1169 memory: 9183 loss: 0.3598 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0043 loss_cls: 0.0665 acc: 97.4365 loss_bbox: 0.0873 loss_mask: 0.1978 2022/11/01 14:50:11 - mmengine - INFO - Epoch(train) [122][45/125] lr: 2.0000e-03 eta: 0:33:20 time: 0.4071 data_time: 0.0987 memory: 9520 loss: 0.3619 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0041 loss_cls: 0.0665 acc: 98.4619 loss_bbox: 0.0860 loss_mask: 0.2014 2022/11/01 14:50:13 - mmengine - INFO - Epoch(train) [122][50/125] lr: 2.0000e-03 eta: 0:33:16 time: 0.4377 data_time: 0.1343 memory: 9370 loss: 0.3357 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0038 loss_cls: 0.0561 acc: 98.5840 loss_bbox: 0.0729 loss_mask: 0.1979 2022/11/01 14:50:15 - mmengine - INFO - Epoch(train) [122][55/125] lr: 2.0000e-03 eta: 0:33:16 time: 0.4394 data_time: 0.1380 memory: 9409 loss: 0.3315 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0035 loss_cls: 0.0553 acc: 98.0713 loss_bbox: 0.0727 loss_mask: 0.1943 2022/11/01 14:50:17 - mmengine - INFO - Epoch(train) [122][60/125] lr: 2.0000e-03 eta: 0:33:11 time: 0.3967 data_time: 0.1012 memory: 9494 loss: 0.3486 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0050 loss_cls: 0.0629 acc: 97.8027 loss_bbox: 0.0872 loss_mask: 0.1885 2022/11/01 14:50:19 - mmengine - INFO - Epoch(train) [122][65/125] lr: 2.0000e-03 eta: 0:33:11 time: 0.3791 data_time: 0.0957 memory: 8994 loss: 0.3428 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0051 loss_cls: 0.0607 acc: 97.1191 loss_bbox: 0.0833 loss_mask: 0.1881 2022/11/01 14:50:21 - mmengine - INFO - Epoch(train) [122][70/125] lr: 2.0000e-03 eta: 0:33:07 time: 0.3994 data_time: 0.1183 memory: 9337 loss: 0.3282 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0037 loss_cls: 0.0569 acc: 98.0469 loss_bbox: 0.0732 loss_mask: 0.1894 2022/11/01 14:50:23 - mmengine - INFO - Epoch(train) [122][75/125] lr: 2.0000e-03 eta: 0:33:07 time: 0.3928 data_time: 0.1096 memory: 9282 loss: 0.3154 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0034 loss_cls: 0.0493 acc: 98.7793 loss_bbox: 0.0698 loss_mask: 0.1898 2022/11/01 14:50:25 - mmengine - INFO - Epoch(train) [122][80/125] lr: 2.0000e-03 eta: 0:33:03 time: 0.3779 data_time: 0.0819 memory: 9498 loss: 0.3258 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0042 loss_cls: 0.0530 acc: 96.8262 loss_bbox: 0.0744 loss_mask: 0.1917 2022/11/01 14:50:27 - mmengine - INFO - Epoch(train) [122][85/125] lr: 2.0000e-03 eta: 0:33:03 time: 0.3793 data_time: 0.0852 memory: 9079 loss: 0.3486 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0042 loss_cls: 0.0640 acc: 98.1445 loss_bbox: 0.0768 loss_mask: 0.2001 2022/11/01 14:50:29 - mmengine - INFO - Epoch(train) [122][90/125] lr: 2.0000e-03 eta: 0:32:59 time: 0.3955 data_time: 0.1067 memory: 9337 loss: 0.3716 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0038 loss_cls: 0.0679 acc: 97.5342 loss_bbox: 0.0848 loss_mask: 0.2108 2022/11/01 14:50:31 - mmengine - INFO - Epoch(train) [122][95/125] lr: 2.0000e-03 eta: 0:32:59 time: 0.3829 data_time: 0.0895 memory: 8947 loss: 0.3557 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0603 acc: 98.6084 loss_bbox: 0.0808 loss_mask: 0.2071 2022/11/01 14:50:32 - mmengine - INFO - Epoch(train) [122][100/125] lr: 2.0000e-03 eta: 0:32:54 time: 0.3443 data_time: 0.0614 memory: 8698 loss: 0.3109 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0023 loss_cls: 0.0430 acc: 98.0713 loss_bbox: 0.0566 loss_mask: 0.2063 2022/11/01 14:50:34 - mmengine - INFO - Epoch(train) [122][105/125] lr: 2.0000e-03 eta: 0:32:54 time: 0.3906 data_time: 0.0876 memory: 9177 loss: 0.3117 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0022 loss_cls: 0.0454 acc: 97.9248 loss_bbox: 0.0602 loss_mask: 0.2015 2022/11/01 14:50:36 - mmengine - INFO - Epoch(train) [122][110/125] lr: 2.0000e-03 eta: 0:32:50 time: 0.4217 data_time: 0.1139 memory: 9246 loss: 0.2937 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0025 loss_cls: 0.0462 acc: 98.5107 loss_bbox: 0.0614 loss_mask: 0.1815 2022/11/01 14:50:38 - mmengine - INFO - Epoch(train) [122][115/125] lr: 2.0000e-03 eta: 0:32:50 time: 0.3997 data_time: 0.1094 memory: 9026 loss: 0.2824 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0024 loss_cls: 0.0457 acc: 97.9004 loss_bbox: 0.0562 loss_mask: 0.1755 2022/11/01 14:50:41 - mmengine - INFO - Epoch(train) [122][120/125] lr: 2.0000e-03 eta: 0:32:46 time: 0.4139 data_time: 0.1081 memory: 9797 loss: 0.3707 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0041 loss_cls: 0.0717 acc: 96.8262 loss_bbox: 0.0956 loss_mask: 0.1948 2022/11/01 14:50:42 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:50:42 - mmengine - INFO - Epoch(train) [122][125/125] lr: 2.0000e-03 eta: 0:32:46 time: 0.3814 data_time: 0.0747 memory: 9196 loss: 0.4050 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0046 loss_cls: 0.0776 acc: 97.4121 loss_bbox: 0.1070 loss_mask: 0.2110 2022/11/01 14:50:45 - mmengine - INFO - Epoch(train) [123][5/125] lr: 2.0000e-03 eta: 0:32:46 time: 0.4023 data_time: 0.0955 memory: 9092 loss: 0.3573 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0035 loss_cls: 0.0636 acc: 98.3398 loss_bbox: 0.0816 loss_mask: 0.2045 2022/11/01 14:50:47 - mmengine - INFO - Epoch(train) [123][10/125] lr: 2.0000e-03 eta: 0:32:39 time: 0.4611 data_time: 0.1476 memory: 9321 loss: 0.3530 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0043 loss_cls: 0.0634 acc: 97.5586 loss_bbox: 0.0817 loss_mask: 0.1992 2022/11/01 14:50:49 - mmengine - INFO - Epoch(train) [123][15/125] lr: 2.0000e-03 eta: 0:32:39 time: 0.3978 data_time: 0.1013 memory: 9036 loss: 0.3181 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0033 loss_cls: 0.0521 acc: 98.2666 loss_bbox: 0.0668 loss_mask: 0.1923 2022/11/01 14:50:51 - mmengine - INFO - Epoch(train) [123][20/125] lr: 2.0000e-03 eta: 0:32:35 time: 0.3848 data_time: 0.0967 memory: 9184 loss: 0.3126 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0029 loss_cls: 0.0503 acc: 98.9258 loss_bbox: 0.0653 loss_mask: 0.1915 2022/11/01 14:50:53 - mmengine - INFO - Epoch(train) [123][25/125] lr: 2.0000e-03 eta: 0:32:35 time: 0.4241 data_time: 0.1299 memory: 9144 loss: 0.3312 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0039 loss_cls: 0.0556 acc: 97.9980 loss_bbox: 0.0710 loss_mask: 0.1979 2022/11/01 14:50:55 - mmengine - INFO - Epoch(train) [123][30/125] lr: 2.0000e-03 eta: 0:32:31 time: 0.4276 data_time: 0.1315 memory: 9183 loss: 0.3243 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0038 loss_cls: 0.0546 acc: 98.4131 loss_bbox: 0.0647 loss_mask: 0.1981 2022/11/01 14:50:57 - mmengine - INFO - Epoch(train) [123][35/125] lr: 2.0000e-03 eta: 0:32:31 time: 0.4048 data_time: 0.1067 memory: 9797 loss: 0.3141 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0034 loss_cls: 0.0515 acc: 99.6338 loss_bbox: 0.0689 loss_mask: 0.1867 2022/11/01 14:50:59 - mmengine - INFO - Epoch(train) [123][40/125] lr: 2.0000e-03 eta: 0:32:27 time: 0.3948 data_time: 0.0925 memory: 9193 loss: 0.3228 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0039 loss_cls: 0.0512 acc: 98.5840 loss_bbox: 0.0782 loss_mask: 0.1862 2022/11/01 14:51:01 - mmengine - INFO - Epoch(train) [123][45/125] lr: 2.0000e-03 eta: 0:32:27 time: 0.4065 data_time: 0.1086 memory: 9413 loss: 0.3583 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0053 loss_cls: 0.0640 acc: 98.7061 loss_bbox: 0.0880 loss_mask: 0.1949 2022/11/01 14:51:04 - mmengine - INFO - Epoch(train) [123][50/125] lr: 2.0000e-03 eta: 0:32:23 time: 0.4609 data_time: 0.1392 memory: 10593 loss: 0.3592 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0051 loss_cls: 0.0661 acc: 98.0957 loss_bbox: 0.0953 loss_mask: 0.1861 2022/11/01 14:51:06 - mmengine - INFO - Epoch(train) [123][55/125] lr: 2.0000e-03 eta: 0:32:23 time: 0.4512 data_time: 0.1305 memory: 9252 loss: 0.3518 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0049 loss_cls: 0.0610 acc: 98.0469 loss_bbox: 0.0893 loss_mask: 0.1907 2022/11/01 14:51:07 - mmengine - INFO - Epoch(train) [123][60/125] lr: 2.0000e-03 eta: 0:32:19 time: 0.3857 data_time: 0.0959 memory: 9510 loss: 0.3519 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0043 loss_cls: 0.0607 acc: 98.1934 loss_bbox: 0.0812 loss_mask: 0.1997 2022/11/01 14:51:10 - mmengine - INFO - Epoch(train) [123][65/125] lr: 2.0000e-03 eta: 0:32:19 time: 0.4010 data_time: 0.1021 memory: 8852 loss: 0.3263 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0033 loss_cls: 0.0551 acc: 97.7539 loss_bbox: 0.0738 loss_mask: 0.1897 2022/11/01 14:51:12 - mmengine - INFO - Epoch(train) [123][70/125] lr: 2.0000e-03 eta: 0:32:15 time: 0.4417 data_time: 0.1359 memory: 9183 loss: 0.3083 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0029 loss_cls: 0.0524 acc: 98.6816 loss_bbox: 0.0636 loss_mask: 0.1850 2022/11/01 14:51:14 - mmengine - INFO - Epoch(train) [123][75/125] lr: 2.0000e-03 eta: 0:32:15 time: 0.4506 data_time: 0.1277 memory: 9559 loss: 0.3542 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0044 loss_cls: 0.0642 acc: 96.6309 loss_bbox: 0.0863 loss_mask: 0.1952 2022/11/01 14:51:16 - mmengine - INFO - Epoch(train) [123][80/125] lr: 2.0000e-03 eta: 0:32:10 time: 0.4113 data_time: 0.0823 memory: 8927 loss: 0.3387 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0043 loss_cls: 0.0596 acc: 99.0723 loss_bbox: 0.0814 loss_mask: 0.1896 2022/11/01 14:51:18 - mmengine - INFO - Epoch(train) [123][85/125] lr: 2.0000e-03 eta: 0:32:10 time: 0.4342 data_time: 0.1050 memory: 9069 loss: 0.2990 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0026 loss_cls: 0.0506 acc: 98.0469 loss_bbox: 0.0580 loss_mask: 0.1844 2022/11/01 14:51:21 - mmengine - INFO - Epoch(train) [123][90/125] lr: 2.0000e-03 eta: 0:32:06 time: 0.4620 data_time: 0.1414 memory: 9059 loss: 0.3210 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0028 loss_cls: 0.0552 acc: 98.2178 loss_bbox: 0.0700 loss_mask: 0.1899 2022/11/01 14:51:22 - mmengine - INFO - Epoch(train) [123][95/125] lr: 2.0000e-03 eta: 0:32:06 time: 0.4073 data_time: 0.1105 memory: 8960 loss: 0.3206 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0027 loss_cls: 0.0558 acc: 96.7773 loss_bbox: 0.0717 loss_mask: 0.1881 2022/11/01 14:51:24 - mmengine - INFO - Epoch(train) [123][100/125] lr: 2.0000e-03 eta: 0:32:02 time: 0.3746 data_time: 0.0819 memory: 9226 loss: 0.3550 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0036 loss_cls: 0.0636 acc: 97.1436 loss_bbox: 0.0797 loss_mask: 0.2041 2022/11/01 14:51:26 - mmengine - INFO - Epoch(train) [123][105/125] lr: 2.0000e-03 eta: 0:32:02 time: 0.3789 data_time: 0.0966 memory: 9147 loss: 0.3531 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0037 loss_cls: 0.0579 acc: 98.2178 loss_bbox: 0.0777 loss_mask: 0.2096 2022/11/01 14:51:28 - mmengine - INFO - Epoch(train) [123][110/125] lr: 2.0000e-03 eta: 0:31:58 time: 0.4090 data_time: 0.1260 memory: 9536 loss: 0.3347 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0030 loss_cls: 0.0519 acc: 98.3154 loss_bbox: 0.0714 loss_mask: 0.2051 2022/11/01 14:51:30 - mmengine - INFO - Epoch(train) [123][115/125] lr: 2.0000e-03 eta: 0:31:58 time: 0.3928 data_time: 0.1082 memory: 9298 loss: 0.3046 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0027 loss_cls: 0.0475 acc: 96.9971 loss_bbox: 0.0644 loss_mask: 0.1872 2022/11/01 14:51:32 - mmengine - INFO - Epoch(train) [123][120/125] lr: 2.0000e-03 eta: 0:31:54 time: 0.3590 data_time: 0.0801 memory: 9052 loss: 0.2880 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0026 loss_cls: 0.0419 acc: 97.8516 loss_bbox: 0.0597 loss_mask: 0.1812 2022/11/01 14:51:34 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:51:34 - mmengine - INFO - Epoch(train) [123][125/125] lr: 2.0000e-03 eta: 0:31:54 time: 0.3505 data_time: 0.0654 memory: 9468 loss: 0.3442 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0042 loss_cls: 0.0570 acc: 96.4844 loss_bbox: 0.0849 loss_mask: 0.1944 2022/11/01 14:51:36 - mmengine - INFO - Epoch(train) [124][5/125] lr: 2.0000e-03 eta: 0:31:54 time: 0.4184 data_time: 0.1135 memory: 9095 loss: 0.3560 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0047 loss_cls: 0.0623 acc: 97.6318 loss_bbox: 0.0901 loss_mask: 0.1946 2022/11/01 14:51:38 - mmengine - INFO - Epoch(train) [124][10/125] lr: 2.0000e-03 eta: 0:31:47 time: 0.4501 data_time: 0.1402 memory: 9209 loss: 0.3265 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0035 loss_cls: 0.0527 acc: 97.4854 loss_bbox: 0.0743 loss_mask: 0.1912 2022/11/01 14:51:40 - mmengine - INFO - Epoch(train) [124][15/125] lr: 2.0000e-03 eta: 0:31:47 time: 0.3826 data_time: 0.0866 memory: 9363 loss: 0.3378 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0036 loss_cls: 0.0596 acc: 95.9473 loss_bbox: 0.0800 loss_mask: 0.1888 2022/11/01 14:51:42 - mmengine - INFO - Epoch(train) [124][20/125] lr: 2.0000e-03 eta: 0:31:43 time: 0.3606 data_time: 0.0755 memory: 9000 loss: 0.3289 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0034 loss_cls: 0.0546 acc: 98.2910 loss_bbox: 0.0692 loss_mask: 0.1968 2022/11/01 14:51:44 - mmengine - INFO - Epoch(train) [124][25/125] lr: 2.0000e-03 eta: 0:31:43 time: 0.3744 data_time: 0.0907 memory: 9558 loss: 0.3305 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0031 loss_cls: 0.0531 acc: 98.0225 loss_bbox: 0.0730 loss_mask: 0.1978 2022/11/01 14:51:46 - mmengine - INFO - Epoch(train) [124][30/125] lr: 2.0000e-03 eta: 0:31:38 time: 0.3921 data_time: 0.1043 memory: 9294 loss: 0.3573 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0037 loss_cls: 0.0635 acc: 96.1914 loss_bbox: 0.0946 loss_mask: 0.1922 2022/11/01 14:51:48 - mmengine - INFO - Epoch(train) [124][35/125] lr: 2.0000e-03 eta: 0:31:38 time: 0.4037 data_time: 0.1165 memory: 9321 loss: 0.3389 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0034 loss_cls: 0.0587 acc: 98.1201 loss_bbox: 0.0815 loss_mask: 0.1920 2022/11/01 14:51:50 - mmengine - INFO - Epoch(train) [124][40/125] lr: 2.0000e-03 eta: 0:31:34 time: 0.3874 data_time: 0.1042 memory: 9393 loss: 0.3360 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0036 loss_cls: 0.0571 acc: 98.2422 loss_bbox: 0.0752 loss_mask: 0.1963 2022/11/01 14:51:52 - mmengine - INFO - Epoch(train) [124][45/125] lr: 2.0000e-03 eta: 0:31:34 time: 0.4506 data_time: 0.1337 memory: 9216 loss: 0.3182 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0039 loss_cls: 0.0512 acc: 98.6816 loss_bbox: 0.0719 loss_mask: 0.1880 2022/11/01 14:51:55 - mmengine - INFO - Epoch(train) [124][50/125] lr: 2.0000e-03 eta: 0:31:30 time: 0.5262 data_time: 0.1724 memory: 9581 loss: 0.3434 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0046 loss_cls: 0.0615 acc: 95.0195 loss_bbox: 0.0878 loss_mask: 0.1866 2022/11/01 14:51:57 - mmengine - INFO - Epoch(train) [124][55/125] lr: 2.0000e-03 eta: 0:31:30 time: 0.4886 data_time: 0.1593 memory: 9347 loss: 0.3594 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0043 loss_cls: 0.0680 acc: 96.1914 loss_bbox: 0.0945 loss_mask: 0.1893 2022/11/01 14:51:59 - mmengine - INFO - Epoch(train) [124][60/125] lr: 2.0000e-03 eta: 0:31:26 time: 0.4207 data_time: 0.1211 memory: 9204 loss: 0.3191 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0029 loss_cls: 0.0574 acc: 98.3398 loss_bbox: 0.0715 loss_mask: 0.1837 2022/11/01 14:52:01 - mmengine - INFO - Epoch(train) [124][65/125] lr: 2.0000e-03 eta: 0:31:26 time: 0.3862 data_time: 0.0924 memory: 9049 loss: 0.3314 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0028 loss_cls: 0.0575 acc: 96.9727 loss_bbox: 0.0741 loss_mask: 0.1933 2022/11/01 14:52:03 - mmengine - INFO - Epoch(train) [124][70/125] lr: 2.0000e-03 eta: 0:31:22 time: 0.3914 data_time: 0.0936 memory: 9288 loss: 0.3415 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0031 loss_cls: 0.0569 acc: 97.7051 loss_bbox: 0.0784 loss_mask: 0.2000 2022/11/01 14:52:05 - mmengine - INFO - Epoch(train) [124][75/125] lr: 2.0000e-03 eta: 0:31:22 time: 0.3865 data_time: 0.0887 memory: 9272 loss: 0.3446 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0036 loss_cls: 0.0607 acc: 96.5088 loss_bbox: 0.0845 loss_mask: 0.1927 2022/11/01 14:52:07 - mmengine - INFO - Epoch(train) [124][80/125] lr: 2.0000e-03 eta: 0:31:18 time: 0.3816 data_time: 0.0897 memory: 9216 loss: 0.3304 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0030 loss_cls: 0.0553 acc: 98.9258 loss_bbox: 0.0771 loss_mask: 0.1922 2022/11/01 14:52:09 - mmengine - INFO - Epoch(train) [124][85/125] lr: 2.0000e-03 eta: 0:31:18 time: 0.3997 data_time: 0.1064 memory: 9308 loss: 0.3309 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0029 loss_cls: 0.0557 acc: 98.2910 loss_bbox: 0.0739 loss_mask: 0.1950 2022/11/01 14:52:11 - mmengine - INFO - Epoch(train) [124][90/125] lr: 2.0000e-03 eta: 0:31:14 time: 0.3973 data_time: 0.1011 memory: 9233 loss: 0.3655 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0042 loss_cls: 0.0668 acc: 97.1191 loss_bbox: 0.0931 loss_mask: 0.1970 2022/11/01 14:52:13 - mmengine - INFO - Epoch(train) [124][95/125] lr: 2.0000e-03 eta: 0:31:14 time: 0.3733 data_time: 0.0794 memory: 9308 loss: 0.3555 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0050 loss_cls: 0.0598 acc: 98.2422 loss_bbox: 0.0866 loss_mask: 0.1994 2022/11/01 14:52:14 - mmengine - INFO - Epoch(train) [124][100/125] lr: 2.0000e-03 eta: 0:31:09 time: 0.3753 data_time: 0.0835 memory: 9429 loss: 0.3343 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0042 loss_cls: 0.0525 acc: 99.1211 loss_bbox: 0.0718 loss_mask: 0.2016 2022/11/01 14:52:16 - mmengine - INFO - Epoch(train) [124][105/125] lr: 2.0000e-03 eta: 0:31:09 time: 0.3798 data_time: 0.0906 memory: 9282 loss: 0.3314 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0573 acc: 99.1211 loss_bbox: 0.0728 loss_mask: 0.1944 2022/11/01 14:52:18 - mmengine - INFO - Epoch(train) [124][110/125] lr: 2.0000e-03 eta: 0:31:05 time: 0.3710 data_time: 0.0844 memory: 8927 loss: 0.3522 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0039 loss_cls: 0.0605 acc: 97.7783 loss_bbox: 0.0794 loss_mask: 0.2047 2022/11/01 14:52:20 - mmengine - INFO - Epoch(train) [124][115/125] lr: 2.0000e-03 eta: 0:31:05 time: 0.3869 data_time: 0.1050 memory: 8967 loss: 0.3398 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0040 loss_cls: 0.0550 acc: 97.5830 loss_bbox: 0.0700 loss_mask: 0.2072 2022/11/01 14:52:22 - mmengine - INFO - Epoch(train) [124][120/125] lr: 2.0000e-03 eta: 0:31:01 time: 0.4029 data_time: 0.1122 memory: 9347 loss: 0.3296 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0041 loss_cls: 0.0554 acc: 97.9980 loss_bbox: 0.0721 loss_mask: 0.1948 2022/11/01 14:52:24 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:52:24 - mmengine - INFO - Epoch(train) [124][125/125] lr: 2.0000e-03 eta: 0:31:01 time: 0.3592 data_time: 0.0604 memory: 9458 loss: 0.3721 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0044 loss_cls: 0.0652 acc: 97.3633 loss_bbox: 0.0980 loss_mask: 0.2001 2022/11/01 14:52:26 - mmengine - INFO - Epoch(train) [125][5/125] lr: 2.0000e-03 eta: 0:31:01 time: 0.4024 data_time: 0.1065 memory: 9262 loss: 0.3769 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0690 acc: 98.2666 loss_bbox: 0.1046 loss_mask: 0.1945 2022/11/01 14:52:28 - mmengine - INFO - Epoch(train) [125][10/125] lr: 2.0000e-03 eta: 0:30:54 time: 0.4427 data_time: 0.1312 memory: 9229 loss: 0.3549 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0034 loss_cls: 0.0657 acc: 98.4619 loss_bbox: 0.0832 loss_mask: 0.1978 2022/11/01 14:52:31 - mmengine - INFO - Epoch(train) [125][15/125] lr: 2.0000e-03 eta: 0:30:54 time: 0.4761 data_time: 0.1150 memory: 9158 loss: 0.3335 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0030 loss_cls: 0.0590 acc: 97.9736 loss_bbox: 0.0708 loss_mask: 0.1968 2022/11/01 14:52:33 - mmengine - INFO - Epoch(train) [125][20/125] lr: 2.0000e-03 eta: 0:30:50 time: 0.4741 data_time: 0.1316 memory: 9327 loss: 0.3123 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0035 loss_cls: 0.0520 acc: 98.1689 loss_bbox: 0.0724 loss_mask: 0.1822 2022/11/01 14:52:36 - mmengine - INFO - Epoch(train) [125][25/125] lr: 2.0000e-03 eta: 0:30:50 time: 0.4471 data_time: 0.1546 memory: 9020 loss: 0.3463 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0042 loss_cls: 0.0625 acc: 96.8506 loss_bbox: 0.0786 loss_mask: 0.1974 2022/11/01 14:52:38 - mmengine - INFO - Epoch(train) [125][30/125] lr: 2.0000e-03 eta: 0:30:46 time: 0.4506 data_time: 0.1444 memory: 9640 loss: 0.3773 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0050 loss_cls: 0.0716 acc: 96.9971 loss_bbox: 0.0898 loss_mask: 0.2052 2022/11/01 14:52:40 - mmengine - INFO - Epoch(train) [125][35/125] lr: 2.0000e-03 eta: 0:30:46 time: 0.4188 data_time: 0.1123 memory: 9268 loss: 0.3548 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0045 loss_cls: 0.0659 acc: 98.5107 loss_bbox: 0.0902 loss_mask: 0.1898 2022/11/01 14:52:42 - mmengine - INFO - Epoch(train) [125][40/125] lr: 2.0000e-03 eta: 0:30:42 time: 0.3899 data_time: 0.0978 memory: 9141 loss: 0.3218 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0032 loss_cls: 0.0555 acc: 98.1689 loss_bbox: 0.0777 loss_mask: 0.1824 2022/11/01 14:52:44 - mmengine - INFO - Epoch(train) [125][45/125] lr: 2.0000e-03 eta: 0:30:42 time: 0.4168 data_time: 0.1018 memory: 10283 loss: 0.3443 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0032 loss_cls: 0.0602 acc: 95.7031 loss_bbox: 0.0804 loss_mask: 0.1975 2022/11/01 14:52:46 - mmengine - INFO - Epoch(train) [125][50/125] lr: 2.0000e-03 eta: 0:30:38 time: 0.4206 data_time: 0.0985 memory: 9003 loss: 0.3416 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0030 loss_cls: 0.0575 acc: 97.8516 loss_bbox: 0.0725 loss_mask: 0.2047 2022/11/01 14:52:48 - mmengine - INFO - Epoch(train) [125][55/125] lr: 2.0000e-03 eta: 0:30:38 time: 0.3873 data_time: 0.0857 memory: 9334 loss: 0.3215 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0033 loss_cls: 0.0482 acc: 97.3633 loss_bbox: 0.0683 loss_mask: 0.1966 2022/11/01 14:52:50 - mmengine - INFO - Epoch(train) [125][60/125] lr: 2.0000e-03 eta: 0:30:34 time: 0.4289 data_time: 0.1217 memory: 9709 loss: 0.3772 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0047 loss_cls: 0.0659 acc: 95.7764 loss_bbox: 0.0972 loss_mask: 0.2044 2022/11/01 14:52:52 - mmengine - INFO - Epoch(train) [125][65/125] lr: 2.0000e-03 eta: 0:30:34 time: 0.4542 data_time: 0.1444 memory: 9494 loss: 0.3664 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0045 loss_cls: 0.0709 acc: 96.4355 loss_bbox: 0.1011 loss_mask: 0.1859 2022/11/01 14:52:54 - mmengine - INFO - Epoch(train) [125][70/125] lr: 2.0000e-03 eta: 0:30:30 time: 0.4213 data_time: 0.1168 memory: 9383 loss: 0.3265 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0032 loss_cls: 0.0626 acc: 97.1924 loss_bbox: 0.0831 loss_mask: 0.1746 2022/11/01 14:52:56 - mmengine - INFO - Epoch(train) [125][75/125] lr: 2.0000e-03 eta: 0:30:30 time: 0.3989 data_time: 0.1023 memory: 8967 loss: 0.3208 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0034 loss_cls: 0.0538 acc: 97.0459 loss_bbox: 0.0691 loss_mask: 0.1921 2022/11/01 14:52:58 - mmengine - INFO - Epoch(train) [125][80/125] lr: 2.0000e-03 eta: 0:30:26 time: 0.3995 data_time: 0.1051 memory: 9627 loss: 0.3353 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0045 loss_cls: 0.0551 acc: 98.0957 loss_bbox: 0.0784 loss_mask: 0.1931 2022/11/01 14:53:00 - mmengine - INFO - Epoch(train) [125][85/125] lr: 2.0000e-03 eta: 0:30:26 time: 0.4208 data_time: 0.1223 memory: 9170 loss: 0.3265 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0040 loss_cls: 0.0532 acc: 96.8994 loss_bbox: 0.0803 loss_mask: 0.1847 2022/11/01 14:53:03 - mmengine - INFO - Epoch(train) [125][90/125] lr: 2.0000e-03 eta: 0:30:21 time: 0.4319 data_time: 0.1211 memory: 9389 loss: 0.3363 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0036 loss_cls: 0.0544 acc: 97.8760 loss_bbox: 0.0825 loss_mask: 0.1923 2022/11/01 14:53:05 - mmengine - INFO - Epoch(train) [125][95/125] lr: 2.0000e-03 eta: 0:30:21 time: 0.4088 data_time: 0.0951 memory: 9438 loss: 0.3830 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0047 loss_cls: 0.0660 acc: 98.7549 loss_bbox: 0.0956 loss_mask: 0.2129 2022/11/01 14:53:07 - mmengine - INFO - Epoch(train) [125][100/125] lr: 2.0000e-03 eta: 0:30:17 time: 0.4563 data_time: 0.1265 memory: 9275 loss: 0.3532 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0040 loss_cls: 0.0628 acc: 96.0693 loss_bbox: 0.0833 loss_mask: 0.1999 2022/11/01 14:53:10 - mmengine - INFO - Epoch(train) [125][105/125] lr: 2.0000e-03 eta: 0:30:17 time: 0.5267 data_time: 0.1570 memory: 9229 loss: 0.3271 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0031 loss_cls: 0.0619 acc: 95.8984 loss_bbox: 0.0714 loss_mask: 0.1873 2022/11/01 14:53:12 - mmengine - INFO - Epoch(train) [125][110/125] lr: 2.0000e-03 eta: 0:30:14 time: 0.4726 data_time: 0.1335 memory: 8904 loss: 0.3108 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0027 loss_cls: 0.0503 acc: 99.6338 loss_bbox: 0.0629 loss_mask: 0.1919 2022/11/01 14:53:14 - mmengine - INFO - Epoch(train) [125][115/125] lr: 2.0000e-03 eta: 0:30:14 time: 0.4204 data_time: 0.1194 memory: 9545 loss: 0.3214 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0036 loss_cls: 0.0472 acc: 97.8760 loss_bbox: 0.0720 loss_mask: 0.1951 2022/11/01 14:53:16 - mmengine - INFO - Epoch(train) [125][120/125] lr: 2.0000e-03 eta: 0:30:09 time: 0.4214 data_time: 0.1130 memory: 9229 loss: 0.3533 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0047 loss_cls: 0.0602 acc: 98.2178 loss_bbox: 0.0853 loss_mask: 0.1985 2022/11/01 14:53:18 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:53:18 - mmengine - INFO - Epoch(train) [125][125/125] lr: 2.0000e-03 eta: 0:30:09 time: 0.3805 data_time: 0.0593 memory: 9134 loss: 0.3449 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0039 loss_cls: 0.0599 acc: 98.4131 loss_bbox: 0.0838 loss_mask: 0.1934 2022/11/01 14:53:20 - mmengine - INFO - Epoch(train) [126][5/125] lr: 2.0000e-03 eta: 0:30:09 time: 0.4311 data_time: 0.1045 memory: 9111 loss: 0.3377 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0030 loss_cls: 0.0577 acc: 98.0713 loss_bbox: 0.0801 loss_mask: 0.1941 2022/11/01 14:53:23 - mmengine - INFO - Epoch(train) [126][10/125] lr: 2.0000e-03 eta: 0:30:03 time: 0.4662 data_time: 0.1515 memory: 9252 loss: 0.3338 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0040 loss_cls: 0.0580 acc: 97.4121 loss_bbox: 0.0782 loss_mask: 0.1904 2022/11/01 14:53:24 - mmengine - INFO - Epoch(train) [126][15/125] lr: 2.0000e-03 eta: 0:30:03 time: 0.3934 data_time: 0.0957 memory: 9170 loss: 0.3058 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0037 loss_cls: 0.0461 acc: 99.1455 loss_bbox: 0.0639 loss_mask: 0.1893 2022/11/01 14:53:26 - mmengine - INFO - Epoch(train) [126][20/125] lr: 2.0000e-03 eta: 0:29:58 time: 0.3668 data_time: 0.0737 memory: 9575 loss: 0.2977 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0023 loss_cls: 0.0432 acc: 98.9746 loss_bbox: 0.0579 loss_mask: 0.1912 2022/11/01 14:53:28 - mmengine - INFO - Epoch(train) [126][25/125] lr: 2.0000e-03 eta: 0:29:58 time: 0.3973 data_time: 0.0910 memory: 9164 loss: 0.3283 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0029 loss_cls: 0.0563 acc: 97.7539 loss_bbox: 0.0685 loss_mask: 0.1969 2022/11/01 14:53:30 - mmengine - INFO - Epoch(train) [126][30/125] lr: 2.0000e-03 eta: 0:29:54 time: 0.4064 data_time: 0.0897 memory: 9082 loss: 0.3472 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0590 acc: 98.2666 loss_bbox: 0.0756 loss_mask: 0.2058 2022/11/01 14:53:32 - mmengine - INFO - Epoch(train) [126][35/125] lr: 2.0000e-03 eta: 0:29:54 time: 0.3986 data_time: 0.0870 memory: 8862 loss: 0.3414 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0032 loss_cls: 0.0577 acc: 96.4355 loss_bbox: 0.0717 loss_mask: 0.2053 2022/11/01 14:53:34 - mmengine - INFO - Epoch(train) [126][40/125] lr: 2.0000e-03 eta: 0:29:50 time: 0.3873 data_time: 0.0919 memory: 9134 loss: 0.3194 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0027 loss_cls: 0.0531 acc: 96.2402 loss_bbox: 0.0612 loss_mask: 0.1994 2022/11/01 14:53:36 - mmengine - INFO - Epoch(train) [126][45/125] lr: 2.0000e-03 eta: 0:29:50 time: 0.3910 data_time: 0.1046 memory: 9745 loss: 0.3330 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0027 loss_cls: 0.0538 acc: 97.3877 loss_bbox: 0.0721 loss_mask: 0.1994 2022/11/01 14:53:38 - mmengine - INFO - Epoch(train) [126][50/125] lr: 2.0000e-03 eta: 0:29:46 time: 0.4253 data_time: 0.1220 memory: 9269 loss: 0.3463 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0034 loss_cls: 0.0637 acc: 97.3633 loss_bbox: 0.0799 loss_mask: 0.1937 2022/11/01 14:53:40 - mmengine - INFO - Epoch(train) [126][55/125] lr: 2.0000e-03 eta: 0:29:46 time: 0.4268 data_time: 0.1167 memory: 9330 loss: 0.3258 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0035 loss_cls: 0.0583 acc: 98.1934 loss_bbox: 0.0750 loss_mask: 0.1854 2022/11/01 14:53:42 - mmengine - INFO - Epoch(train) [126][60/125] lr: 2.0000e-03 eta: 0:29:42 time: 0.3986 data_time: 0.0904 memory: 9475 loss: 0.3335 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0037 loss_cls: 0.0552 acc: 98.2666 loss_bbox: 0.0767 loss_mask: 0.1937 2022/11/01 14:53:45 - mmengine - INFO - Epoch(train) [126][65/125] lr: 2.0000e-03 eta: 0:29:42 time: 0.4190 data_time: 0.0982 memory: 8950 loss: 0.3520 loss_rpn_cls: 0.0077 loss_rpn_bbox: 0.0043 loss_cls: 0.0628 acc: 97.8271 loss_bbox: 0.0785 loss_mask: 0.1987 2022/11/01 14:53:47 - mmengine - INFO - Epoch(train) [126][70/125] lr: 2.0000e-03 eta: 0:29:38 time: 0.4653 data_time: 0.1478 memory: 9389 loss: 0.3510 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0048 loss_cls: 0.0629 acc: 97.9248 loss_bbox: 0.0843 loss_mask: 0.1916 2022/11/01 14:53:49 - mmengine - INFO - Epoch(train) [126][75/125] lr: 2.0000e-03 eta: 0:29:38 time: 0.4434 data_time: 0.1302 memory: 9036 loss: 0.3382 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0045 loss_cls: 0.0568 acc: 97.2412 loss_bbox: 0.0832 loss_mask: 0.1897 2022/11/01 14:53:51 - mmengine - INFO - Epoch(train) [126][80/125] lr: 2.0000e-03 eta: 0:29:34 time: 0.4273 data_time: 0.1115 memory: 10514 loss: 0.3333 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0038 loss_cls: 0.0581 acc: 98.1445 loss_bbox: 0.0790 loss_mask: 0.1888 2022/11/01 14:53:53 - mmengine - INFO - Epoch(train) [126][85/125] lr: 2.0000e-03 eta: 0:29:34 time: 0.4285 data_time: 0.1215 memory: 9546 loss: 0.3594 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0039 loss_cls: 0.0650 acc: 97.6074 loss_bbox: 0.0867 loss_mask: 0.1993 2022/11/01 14:53:55 - mmengine - INFO - Epoch(train) [126][90/125] lr: 2.0000e-03 eta: 0:29:30 time: 0.3975 data_time: 0.1125 memory: 9144 loss: 0.3711 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0039 loss_cls: 0.0646 acc: 98.4131 loss_bbox: 0.0873 loss_mask: 0.2109 2022/11/01 14:53:57 - mmengine - INFO - Epoch(train) [126][95/125] lr: 2.0000e-03 eta: 0:29:30 time: 0.3798 data_time: 0.1078 memory: 9066 loss: 0.3260 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0545 acc: 97.6318 loss_bbox: 0.0710 loss_mask: 0.1935 2022/11/01 14:53:59 - mmengine - INFO - Epoch(train) [126][100/125] lr: 2.0000e-03 eta: 0:29:25 time: 0.3729 data_time: 0.0963 memory: 9402 loss: 0.3071 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0040 loss_cls: 0.0498 acc: 98.2910 loss_bbox: 0.0703 loss_mask: 0.1795 2022/11/01 14:54:01 - mmengine - INFO - Epoch(train) [126][105/125] lr: 2.0000e-03 eta: 0:29:25 time: 0.3830 data_time: 0.1025 memory: 8954 loss: 0.3107 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0037 loss_cls: 0.0498 acc: 98.1934 loss_bbox: 0.0741 loss_mask: 0.1799 2022/11/01 14:54:03 - mmengine - INFO - Epoch(train) [126][110/125] lr: 2.0000e-03 eta: 0:29:21 time: 0.4323 data_time: 0.1497 memory: 9288 loss: 0.3337 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0037 loss_cls: 0.0570 acc: 97.3145 loss_bbox: 0.0828 loss_mask: 0.1873 2022/11/01 14:54:05 - mmengine - INFO - Epoch(train) [126][115/125] lr: 2.0000e-03 eta: 0:29:21 time: 0.4339 data_time: 0.1448 memory: 9895 loss: 0.3843 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0055 loss_cls: 0.0734 acc: 97.6318 loss_bbox: 0.1070 loss_mask: 0.1943 2022/11/01 14:54:07 - mmengine - INFO - Epoch(train) [126][120/125] lr: 2.0000e-03 eta: 0:29:17 time: 0.3707 data_time: 0.0841 memory: 9442 loss: 0.3857 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0063 loss_cls: 0.0712 acc: 97.5098 loss_bbox: 0.1016 loss_mask: 0.2019 2022/11/01 14:54:09 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:54:09 - mmengine - INFO - Epoch(train) [126][125/125] lr: 2.0000e-03 eta: 0:29:17 time: 0.3331 data_time: 0.0500 memory: 9301 loss: 0.3472 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0051 loss_cls: 0.0565 acc: 97.6807 loss_bbox: 0.0824 loss_mask: 0.1997 2022/11/01 14:54:11 - mmengine - INFO - Epoch(train) [127][5/125] lr: 2.0000e-03 eta: 0:29:17 time: 0.3818 data_time: 0.0912 memory: 9213 loss: 0.3455 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0038 loss_cls: 0.0533 acc: 98.1201 loss_bbox: 0.0762 loss_mask: 0.2082 2022/11/01 14:54:13 - mmengine - INFO - Epoch(train) [127][10/125] lr: 2.0000e-03 eta: 0:29:10 time: 0.4488 data_time: 0.1246 memory: 10722 loss: 0.3512 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0034 loss_cls: 0.0542 acc: 97.9736 loss_bbox: 0.0785 loss_mask: 0.2109 2022/11/01 14:54:15 - mmengine - INFO - Epoch(train) [127][15/125] lr: 2.0000e-03 eta: 0:29:10 time: 0.4419 data_time: 0.1220 memory: 9095 loss: 0.3286 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0027 loss_cls: 0.0529 acc: 97.8271 loss_bbox: 0.0738 loss_mask: 0.1960 2022/11/01 14:54:17 - mmengine - INFO - Epoch(train) [127][20/125] lr: 2.0000e-03 eta: 0:29:06 time: 0.4214 data_time: 0.1329 memory: 9023 loss: 0.3327 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0033 loss_cls: 0.0590 acc: 97.1680 loss_bbox: 0.0722 loss_mask: 0.1943 2022/11/01 14:54:19 - mmengine - INFO - Epoch(train) [127][25/125] lr: 2.0000e-03 eta: 0:29:06 time: 0.4154 data_time: 0.1214 memory: 9376 loss: 0.3692 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0050 loss_cls: 0.0688 acc: 98.8525 loss_bbox: 0.0852 loss_mask: 0.2047 2022/11/01 14:54:22 - mmengine - INFO - Epoch(train) [127][30/125] lr: 2.0000e-03 eta: 0:29:02 time: 0.4502 data_time: 0.1394 memory: 9399 loss: 0.3819 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0054 loss_cls: 0.0703 acc: 97.7539 loss_bbox: 0.0963 loss_mask: 0.2033 2022/11/01 14:54:24 - mmengine - INFO - Epoch(train) [127][35/125] lr: 2.0000e-03 eta: 0:29:02 time: 0.4409 data_time: 0.1299 memory: 9115 loss: 0.3720 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0042 loss_cls: 0.0686 acc: 97.1680 loss_bbox: 0.0920 loss_mask: 0.2005 2022/11/01 14:54:26 - mmengine - INFO - Epoch(train) [127][40/125] lr: 2.0000e-03 eta: 0:28:58 time: 0.3981 data_time: 0.1000 memory: 9301 loss: 0.3447 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0033 loss_cls: 0.0603 acc: 96.2402 loss_bbox: 0.0809 loss_mask: 0.1960 2022/11/01 14:54:28 - mmengine - INFO - Epoch(train) [127][45/125] lr: 2.0000e-03 eta: 0:28:58 time: 0.3801 data_time: 0.0914 memory: 9134 loss: 0.3245 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0030 loss_cls: 0.0462 acc: 99.3408 loss_bbox: 0.0700 loss_mask: 0.2029 2022/11/01 14:54:30 - mmengine - INFO - Epoch(train) [127][50/125] lr: 2.0000e-03 eta: 0:28:54 time: 0.3698 data_time: 0.0827 memory: 8977 loss: 0.3308 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0026 loss_cls: 0.0485 acc: 98.5840 loss_bbox: 0.0660 loss_mask: 0.2098 2022/11/01 14:54:31 - mmengine - INFO - Epoch(train) [127][55/125] lr: 2.0000e-03 eta: 0:28:54 time: 0.3755 data_time: 0.0852 memory: 9442 loss: 0.3322 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0029 loss_cls: 0.0527 acc: 96.5088 loss_bbox: 0.0741 loss_mask: 0.1974 2022/11/01 14:54:33 - mmengine - INFO - Epoch(train) [127][60/125] lr: 2.0000e-03 eta: 0:28:49 time: 0.3891 data_time: 0.1072 memory: 8947 loss: 0.3168 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0030 loss_cls: 0.0487 acc: 97.4854 loss_bbox: 0.0664 loss_mask: 0.1936 2022/11/01 14:54:35 - mmengine - INFO - Epoch(train) [127][65/125] lr: 2.0000e-03 eta: 0:28:49 time: 0.3899 data_time: 0.1026 memory: 9578 loss: 0.3340 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0036 loss_cls: 0.0595 acc: 98.4375 loss_bbox: 0.0798 loss_mask: 0.1878 2022/11/01 14:54:37 - mmengine - INFO - Epoch(train) [127][70/125] lr: 2.0000e-03 eta: 0:28:45 time: 0.3836 data_time: 0.0924 memory: 9170 loss: 0.3424 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0034 loss_cls: 0.0637 acc: 97.3877 loss_bbox: 0.0844 loss_mask: 0.1884 2022/11/01 14:54:39 - mmengine - INFO - Epoch(train) [127][75/125] lr: 2.0000e-03 eta: 0:28:45 time: 0.3998 data_time: 0.1092 memory: 9278 loss: 0.3419 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0035 loss_cls: 0.0659 acc: 96.9482 loss_bbox: 0.0757 loss_mask: 0.1927 2022/11/01 14:54:41 - mmengine - INFO - Epoch(train) [127][80/125] lr: 2.0000e-03 eta: 0:28:41 time: 0.4170 data_time: 0.1279 memory: 9095 loss: 0.3357 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0041 loss_cls: 0.0600 acc: 98.4131 loss_bbox: 0.0757 loss_mask: 0.1909 2022/11/01 14:54:43 - mmengine - INFO - Epoch(train) [127][85/125] lr: 2.0000e-03 eta: 0:28:41 time: 0.4162 data_time: 0.1339 memory: 9206 loss: 0.3348 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0043 loss_cls: 0.0589 acc: 98.9014 loss_bbox: 0.0747 loss_mask: 0.1922 2022/11/01 14:54:45 - mmengine - INFO - Epoch(train) [127][90/125] lr: 2.0000e-03 eta: 0:28:37 time: 0.4035 data_time: 0.1084 memory: 9452 loss: 0.3577 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0044 loss_cls: 0.0681 acc: 98.0713 loss_bbox: 0.0870 loss_mask: 0.1939 2022/11/01 14:54:47 - mmengine - INFO - Epoch(train) [127][95/125] lr: 2.0000e-03 eta: 0:28:37 time: 0.3844 data_time: 0.0841 memory: 9363 loss: 0.3247 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0035 loss_cls: 0.0559 acc: 98.8281 loss_bbox: 0.0788 loss_mask: 0.1835 2022/11/01 14:54:49 - mmengine - INFO - Epoch(train) [127][100/125] lr: 2.0000e-03 eta: 0:28:33 time: 0.3933 data_time: 0.0773 memory: 9147 loss: 0.3024 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0032 loss_cls: 0.0479 acc: 99.0967 loss_bbox: 0.0682 loss_mask: 0.1799 2022/11/01 14:54:51 - mmengine - INFO - Epoch(train) [127][105/125] lr: 2.0000e-03 eta: 0:28:33 time: 0.4061 data_time: 0.0967 memory: 9033 loss: 0.3161 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0030 loss_cls: 0.0476 acc: 97.2412 loss_bbox: 0.0621 loss_mask: 0.2005 2022/11/01 14:54:53 - mmengine - INFO - Epoch(train) [127][110/125] lr: 2.0000e-03 eta: 0:28:29 time: 0.3830 data_time: 0.0957 memory: 9304 loss: 0.3597 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0030 loss_cls: 0.0569 acc: 97.3145 loss_bbox: 0.0710 loss_mask: 0.2263 2022/11/01 14:54:55 - mmengine - INFO - Epoch(train) [127][115/125] lr: 2.0000e-03 eta: 0:28:29 time: 0.3886 data_time: 0.1001 memory: 8934 loss: 0.3283 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0028 loss_cls: 0.0487 acc: 98.0469 loss_bbox: 0.0646 loss_mask: 0.2099 2022/11/01 14:54:57 - mmengine - INFO - Epoch(train) [127][120/125] lr: 2.0000e-03 eta: 0:28:24 time: 0.4132 data_time: 0.1158 memory: 9413 loss: 0.3248 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0031 loss_cls: 0.0532 acc: 97.9004 loss_bbox: 0.0716 loss_mask: 0.1938 2022/11/01 14:54:59 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:54:59 - mmengine - INFO - Epoch(train) [127][125/125] lr: 2.0000e-03 eta: 0:28:24 time: 0.3671 data_time: 0.0696 memory: 9000 loss: 0.3467 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0032 loss_cls: 0.0635 acc: 99.0234 loss_bbox: 0.0821 loss_mask: 0.1948 2022/11/01 14:55:01 - mmengine - INFO - Epoch(train) [128][5/125] lr: 2.0000e-03 eta: 0:28:24 time: 0.3946 data_time: 0.1052 memory: 9373 loss: 0.3354 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0026 loss_cls: 0.0612 acc: 98.2910 loss_bbox: 0.0743 loss_mask: 0.1950 2022/11/01 14:55:03 - mmengine - INFO - Epoch(train) [128][10/125] lr: 2.0000e-03 eta: 0:28:18 time: 0.4464 data_time: 0.1551 memory: 9043 loss: 0.3497 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0033 loss_cls: 0.0639 acc: 98.2910 loss_bbox: 0.0766 loss_mask: 0.2016 2022/11/01 14:55:06 - mmengine - INFO - Epoch(train) [128][15/125] lr: 2.0000e-03 eta: 0:28:18 time: 0.4247 data_time: 0.1148 memory: 9412 loss: 0.3208 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0034 loss_cls: 0.0558 acc: 99.9756 loss_bbox: 0.0693 loss_mask: 0.1873 2022/11/01 14:55:08 - mmengine - INFO - Epoch(train) [128][20/125] lr: 2.0000e-03 eta: 0:28:14 time: 0.4175 data_time: 0.0922 memory: 9510 loss: 0.3198 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0032 loss_cls: 0.0580 acc: 97.9980 loss_bbox: 0.0775 loss_mask: 0.1771 2022/11/01 14:55:09 - mmengine - INFO - Epoch(train) [128][25/125] lr: 2.0000e-03 eta: 0:28:14 time: 0.3870 data_time: 0.0819 memory: 9308 loss: 0.3358 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0031 loss_cls: 0.0621 acc: 98.6572 loss_bbox: 0.0801 loss_mask: 0.1869 2022/11/01 14:55:12 - mmengine - INFO - Epoch(train) [128][30/125] lr: 2.0000e-03 eta: 0:28:09 time: 0.3988 data_time: 0.1088 memory: 8974 loss: 0.3201 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0033 loss_cls: 0.0530 acc: 98.4863 loss_bbox: 0.0656 loss_mask: 0.1926 2022/11/01 14:55:14 - mmengine - INFO - Epoch(train) [128][35/125] lr: 2.0000e-03 eta: 0:28:09 time: 0.4423 data_time: 0.1409 memory: 9235 loss: 0.3380 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0038 loss_cls: 0.0537 acc: 97.7295 loss_bbox: 0.0746 loss_mask: 0.2005 2022/11/01 14:55:16 - mmengine - INFO - Epoch(train) [128][40/125] lr: 2.0000e-03 eta: 0:28:05 time: 0.4392 data_time: 0.1222 memory: 9363 loss: 0.3625 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0040 loss_cls: 0.0663 acc: 97.9736 loss_bbox: 0.0899 loss_mask: 0.1992 2022/11/01 14:55:18 - mmengine - INFO - Epoch(train) [128][45/125] lr: 2.0000e-03 eta: 0:28:05 time: 0.4358 data_time: 0.1223 memory: 9226 loss: 0.3507 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0039 loss_cls: 0.0685 acc: 96.6797 loss_bbox: 0.0875 loss_mask: 0.1879 2022/11/01 14:55:20 - mmengine - INFO - Epoch(train) [128][50/125] lr: 2.0000e-03 eta: 0:28:01 time: 0.4506 data_time: 0.1444 memory: 9157 loss: 0.3515 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0036 loss_cls: 0.0634 acc: 97.4365 loss_bbox: 0.0874 loss_mask: 0.1945 2022/11/01 14:55:22 - mmengine - INFO - Epoch(train) [128][55/125] lr: 2.0000e-03 eta: 0:28:01 time: 0.4193 data_time: 0.1244 memory: 9426 loss: 0.3417 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0031 loss_cls: 0.0613 acc: 99.3164 loss_bbox: 0.0788 loss_mask: 0.1948 2022/11/01 14:55:24 - mmengine - INFO - Epoch(train) [128][60/125] lr: 2.0000e-03 eta: 0:27:57 time: 0.3851 data_time: 0.0902 memory: 9742 loss: 0.3374 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0032 loss_cls: 0.0654 acc: 95.0928 loss_bbox: 0.0826 loss_mask: 0.1818 2022/11/01 14:55:26 - mmengine - INFO - Epoch(train) [128][65/125] lr: 2.0000e-03 eta: 0:27:57 time: 0.3977 data_time: 0.0911 memory: 9030 loss: 0.3451 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0037 loss_cls: 0.0593 acc: 98.1445 loss_bbox: 0.0827 loss_mask: 0.1960 2022/11/01 14:55:29 - mmengine - INFO - Epoch(train) [128][70/125] lr: 2.0000e-03 eta: 0:27:53 time: 0.4929 data_time: 0.1403 memory: 10764 loss: 0.3480 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0038 loss_cls: 0.0582 acc: 93.8477 loss_bbox: 0.0782 loss_mask: 0.2050 2022/11/01 14:55:31 - mmengine - INFO - Epoch(train) [128][75/125] lr: 2.0000e-03 eta: 0:27:53 time: 0.4812 data_time: 0.1280 memory: 8967 loss: 0.3489 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0035 loss_cls: 0.0639 acc: 96.7529 loss_bbox: 0.0790 loss_mask: 0.1982 2022/11/01 14:55:33 - mmengine - INFO - Epoch(train) [128][80/125] lr: 2.0000e-03 eta: 0:27:49 time: 0.4158 data_time: 0.0882 memory: 9565 loss: 0.3575 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0038 loss_cls: 0.0612 acc: 98.3887 loss_bbox: 0.0721 loss_mask: 0.2126 2022/11/01 14:55:36 - mmengine - INFO - Epoch(train) [128][85/125] lr: 2.0000e-03 eta: 0:27:49 time: 0.4610 data_time: 0.1206 memory: 9239 loss: 0.3712 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0043 loss_cls: 0.0672 acc: 97.8271 loss_bbox: 0.0816 loss_mask: 0.2116 2022/11/01 14:55:38 - mmengine - INFO - Epoch(train) [128][90/125] lr: 2.0000e-03 eta: 0:27:45 time: 0.4480 data_time: 0.1281 memory: 9144 loss: 0.3287 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0038 loss_cls: 0.0560 acc: 98.4863 loss_bbox: 0.0770 loss_mask: 0.1891 2022/11/01 14:55:40 - mmengine - INFO - Epoch(train) [128][95/125] lr: 2.0000e-03 eta: 0:27:45 time: 0.4206 data_time: 0.1179 memory: 9399 loss: 0.2872 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0030 loss_cls: 0.0443 acc: 98.8770 loss_bbox: 0.0634 loss_mask: 0.1741 2022/11/01 14:55:42 - mmengine - INFO - Epoch(train) [128][100/125] lr: 2.0000e-03 eta: 0:27:41 time: 0.4127 data_time: 0.1115 memory: 9449 loss: 0.3189 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0037 loss_cls: 0.0561 acc: 98.8037 loss_bbox: 0.0776 loss_mask: 0.1782 2022/11/01 14:55:44 - mmengine - INFO - Epoch(train) [128][105/125] lr: 2.0000e-03 eta: 0:27:41 time: 0.4135 data_time: 0.0997 memory: 9389 loss: 0.3568 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0041 loss_cls: 0.0667 acc: 96.9238 loss_bbox: 0.0960 loss_mask: 0.1865 2022/11/01 14:55:46 - mmengine - INFO - Epoch(train) [128][110/125] lr: 2.0000e-03 eta: 0:27:37 time: 0.4216 data_time: 0.1113 memory: 8944 loss: 0.3384 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0032 loss_cls: 0.0601 acc: 99.5850 loss_bbox: 0.0863 loss_mask: 0.1862 2022/11/01 14:55:48 - mmengine - INFO - Epoch(train) [128][115/125] lr: 2.0000e-03 eta: 0:27:37 time: 0.4179 data_time: 0.1213 memory: 9308 loss: 0.3411 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0049 loss_cls: 0.0565 acc: 96.7041 loss_bbox: 0.0816 loss_mask: 0.1931 2022/11/01 14:55:50 - mmengine - INFO - Epoch(train) [128][120/125] lr: 2.0000e-03 eta: 0:27:33 time: 0.4218 data_time: 0.1102 memory: 9422 loss: 0.3654 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0057 loss_cls: 0.0670 acc: 96.2646 loss_bbox: 0.0930 loss_mask: 0.1947 2022/11/01 14:55:52 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:55:52 - mmengine - INFO - Epoch(train) [128][125/125] lr: 2.0000e-03 eta: 0:27:33 time: 0.3777 data_time: 0.0716 memory: 9134 loss: 0.3632 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0040 loss_cls: 0.0649 acc: 98.2910 loss_bbox: 0.0873 loss_mask: 0.2038 2022/11/01 14:55:54 - mmengine - INFO - Epoch(train) [129][5/125] lr: 2.0000e-04 eta: 0:27:33 time: 0.3926 data_time: 0.1024 memory: 9595 loss: 0.3400 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0038 loss_cls: 0.0562 acc: 99.2432 loss_bbox: 0.0763 loss_mask: 0.1975 2022/11/01 14:55:56 - mmengine - INFO - Epoch(train) [129][10/125] lr: 2.0000e-04 eta: 0:27:26 time: 0.4176 data_time: 0.1275 memory: 8918 loss: 0.3017 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0035 loss_cls: 0.0518 acc: 97.4365 loss_bbox: 0.0633 loss_mask: 0.1772 2022/11/01 14:55:58 - mmengine - INFO - Epoch(train) [129][15/125] lr: 2.0000e-04 eta: 0:27:26 time: 0.3734 data_time: 0.0786 memory: 8904 loss: 0.2992 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0035 loss_cls: 0.0505 acc: 97.8027 loss_bbox: 0.0583 loss_mask: 0.1830 2022/11/01 14:56:00 - mmengine - INFO - Epoch(train) [129][20/125] lr: 2.0000e-04 eta: 0:27:22 time: 0.3723 data_time: 0.0734 memory: 9137 loss: 0.3029 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0033 loss_cls: 0.0504 acc: 97.4609 loss_bbox: 0.0657 loss_mask: 0.1798 2022/11/01 14:56:02 - mmengine - INFO - Epoch(train) [129][25/125] lr: 2.0000e-04 eta: 0:27:22 time: 0.3902 data_time: 0.0983 memory: 9236 loss: 0.3254 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0035 loss_cls: 0.0571 acc: 98.1689 loss_bbox: 0.0784 loss_mask: 0.1839 2022/11/01 14:56:04 - mmengine - INFO - Epoch(train) [129][30/125] lr: 2.0000e-04 eta: 0:27:18 time: 0.4308 data_time: 0.1277 memory: 9265 loss: 0.3573 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0042 loss_cls: 0.0638 acc: 97.3633 loss_bbox: 0.0884 loss_mask: 0.1980 2022/11/01 14:56:07 - mmengine - INFO - Epoch(train) [129][35/125] lr: 2.0000e-04 eta: 0:27:18 time: 0.4697 data_time: 0.1405 memory: 9393 loss: 0.3580 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0044 loss_cls: 0.0636 acc: 98.2666 loss_bbox: 0.0901 loss_mask: 0.1966 2022/11/01 14:56:09 - mmengine - INFO - Epoch(train) [129][40/125] lr: 2.0000e-04 eta: 0:27:14 time: 0.4376 data_time: 0.1163 memory: 8987 loss: 0.3485 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0037 loss_cls: 0.0608 acc: 98.0469 loss_bbox: 0.0828 loss_mask: 0.1976 2022/11/01 14:56:11 - mmengine - INFO - Epoch(train) [129][45/125] lr: 2.0000e-04 eta: 0:27:14 time: 0.4127 data_time: 0.1057 memory: 9229 loss: 0.3344 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0029 loss_cls: 0.0571 acc: 97.7539 loss_bbox: 0.0736 loss_mask: 0.1975 2022/11/01 14:56:13 - mmengine - INFO - Epoch(train) [129][50/125] lr: 2.0000e-04 eta: 0:27:10 time: 0.4597 data_time: 0.1418 memory: 9092 loss: 0.3060 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0030 loss_cls: 0.0536 acc: 96.8262 loss_bbox: 0.0652 loss_mask: 0.1806 2022/11/01 14:56:15 - mmengine - INFO - Epoch(train) [129][55/125] lr: 2.0000e-04 eta: 0:27:10 time: 0.4411 data_time: 0.1247 memory: 9389 loss: 0.3126 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0550 acc: 95.4834 loss_bbox: 0.0697 loss_mask: 0.1810 2022/11/01 14:56:17 - mmengine - INFO - Epoch(train) [129][60/125] lr: 2.0000e-04 eta: 0:27:05 time: 0.3940 data_time: 0.0923 memory: 9236 loss: 0.3345 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0038 loss_cls: 0.0584 acc: 98.0225 loss_bbox: 0.0798 loss_mask: 0.1893 2022/11/01 14:56:19 - mmengine - INFO - Epoch(train) [129][65/125] lr: 2.0000e-04 eta: 0:27:05 time: 0.4005 data_time: 0.1103 memory: 9532 loss: 0.3187 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0031 loss_cls: 0.0535 acc: 98.5107 loss_bbox: 0.0759 loss_mask: 0.1826 2022/11/01 14:56:21 - mmengine - INFO - Epoch(train) [129][70/125] lr: 2.0000e-04 eta: 0:27:01 time: 0.4032 data_time: 0.1163 memory: 9020 loss: 0.3203 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0028 loss_cls: 0.0531 acc: 98.0469 loss_bbox: 0.0759 loss_mask: 0.1859 2022/11/01 14:56:23 - mmengine - INFO - Epoch(train) [129][75/125] lr: 2.0000e-04 eta: 0:27:01 time: 0.3859 data_time: 0.1000 memory: 9291 loss: 0.3410 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0030 loss_cls: 0.0606 acc: 97.1924 loss_bbox: 0.0732 loss_mask: 0.2009 2022/11/01 14:56:25 - mmengine - INFO - Epoch(train) [129][80/125] lr: 2.0000e-04 eta: 0:26:57 time: 0.3755 data_time: 0.0955 memory: 9095 loss: 0.3177 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0027 loss_cls: 0.0532 acc: 98.2910 loss_bbox: 0.0615 loss_mask: 0.1975 2022/11/01 14:56:27 - mmengine - INFO - Epoch(train) [129][85/125] lr: 2.0000e-04 eta: 0:26:57 time: 0.3855 data_time: 0.1056 memory: 9360 loss: 0.3155 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0028 loss_cls: 0.0501 acc: 98.5596 loss_bbox: 0.0724 loss_mask: 0.1879 2022/11/01 14:56:29 - mmengine - INFO - Epoch(train) [129][90/125] lr: 2.0000e-04 eta: 0:26:53 time: 0.3994 data_time: 0.1115 memory: 9291 loss: 0.3383 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0040 loss_cls: 0.0573 acc: 96.6797 loss_bbox: 0.0827 loss_mask: 0.1906 2022/11/01 14:56:31 - mmengine - INFO - Epoch(train) [129][95/125] lr: 2.0000e-04 eta: 0:26:53 time: 0.3931 data_time: 0.1002 memory: 9052 loss: 0.3330 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0039 loss_cls: 0.0566 acc: 98.0469 loss_bbox: 0.0750 loss_mask: 0.1936 2022/11/01 14:56:33 - mmengine - INFO - Epoch(train) [129][100/125] lr: 2.0000e-04 eta: 0:26:49 time: 0.3845 data_time: 0.0953 memory: 9400 loss: 0.3468 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0034 loss_cls: 0.0564 acc: 97.6074 loss_bbox: 0.0839 loss_mask: 0.2000 2022/11/01 14:56:35 - mmengine - INFO - Epoch(train) [129][105/125] lr: 2.0000e-04 eta: 0:26:49 time: 0.3893 data_time: 0.1049 memory: 9167 loss: 0.3464 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0031 loss_cls: 0.0559 acc: 98.3398 loss_bbox: 0.0875 loss_mask: 0.1970 2022/11/01 14:56:37 - mmengine - INFO - Epoch(train) [129][110/125] lr: 2.0000e-04 eta: 0:26:45 time: 0.3994 data_time: 0.1104 memory: 9308 loss: 0.3588 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0035 loss_cls: 0.0664 acc: 96.3379 loss_bbox: 0.0840 loss_mask: 0.2014 2022/11/01 14:56:39 - mmengine - INFO - Epoch(train) [129][115/125] lr: 2.0000e-04 eta: 0:26:45 time: 0.4089 data_time: 0.1169 memory: 9536 loss: 0.3477 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0040 loss_cls: 0.0656 acc: 98.6328 loss_bbox: 0.0826 loss_mask: 0.1905 2022/11/01 14:56:41 - mmengine - INFO - Epoch(train) [129][120/125] lr: 2.0000e-04 eta: 0:26:40 time: 0.3894 data_time: 0.1031 memory: 9546 loss: 0.3523 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0040 loss_cls: 0.0647 acc: 96.8262 loss_bbox: 0.0908 loss_mask: 0.1884 2022/11/01 14:56:43 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:56:43 - mmengine - INFO - Epoch(train) [129][125/125] lr: 2.0000e-04 eta: 0:26:40 time: 0.3675 data_time: 0.0712 memory: 9298 loss: 0.3612 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0040 loss_cls: 0.0649 acc: 96.8018 loss_bbox: 0.0867 loss_mask: 0.2013 2022/11/01 14:56:46 - mmengine - INFO - Epoch(train) [130][5/125] lr: 2.0000e-04 eta: 0:26:40 time: 0.4890 data_time: 0.1470 memory: 9330 loss: 0.3472 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0036 loss_cls: 0.0576 acc: 97.4609 loss_bbox: 0.0800 loss_mask: 0.2018 2022/11/01 14:56:48 - mmengine - INFO - Epoch(train) [130][10/125] lr: 2.0000e-04 eta: 0:26:34 time: 0.5227 data_time: 0.1684 memory: 8947 loss: 0.3433 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0031 loss_cls: 0.0518 acc: 98.6572 loss_bbox: 0.0749 loss_mask: 0.2110 2022/11/01 14:56:50 - mmengine - INFO - Epoch(train) [130][15/125] lr: 2.0000e-04 eta: 0:26:34 time: 0.4074 data_time: 0.0968 memory: 9137 loss: 0.3156 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0032 loss_cls: 0.0463 acc: 97.5830 loss_bbox: 0.0642 loss_mask: 0.1987 2022/11/01 14:56:52 - mmengine - INFO - Epoch(train) [130][20/125] lr: 2.0000e-04 eta: 0:26:30 time: 0.3741 data_time: 0.0877 memory: 8967 loss: 0.3302 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0033 loss_cls: 0.0553 acc: 98.1201 loss_bbox: 0.0664 loss_mask: 0.2004 2022/11/01 14:56:54 - mmengine - INFO - Epoch(train) [130][25/125] lr: 2.0000e-04 eta: 0:26:30 time: 0.3868 data_time: 0.0960 memory: 9088 loss: 0.3269 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0028 loss_cls: 0.0539 acc: 98.4375 loss_bbox: 0.0644 loss_mask: 0.2013 2022/11/01 14:56:55 - mmengine - INFO - Epoch(train) [130][30/125] lr: 2.0000e-04 eta: 0:26:25 time: 0.3905 data_time: 0.1018 memory: 9180 loss: 0.3099 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0029 loss_cls: 0.0490 acc: 99.3896 loss_bbox: 0.0634 loss_mask: 0.1913 2022/11/01 14:56:58 - mmengine - INFO - Epoch(train) [130][35/125] lr: 2.0000e-04 eta: 0:26:25 time: 0.3915 data_time: 0.1095 memory: 9324 loss: 0.3155 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0032 loss_cls: 0.0504 acc: 98.6572 loss_bbox: 0.0673 loss_mask: 0.1904 2022/11/01 14:56:59 - mmengine - INFO - Epoch(train) [130][40/125] lr: 2.0000e-04 eta: 0:26:21 time: 0.3970 data_time: 0.1145 memory: 9353 loss: 0.3255 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0036 loss_cls: 0.0546 acc: 98.6816 loss_bbox: 0.0731 loss_mask: 0.1889 2022/11/01 14:57:02 - mmengine - INFO - Epoch(train) [130][45/125] lr: 2.0000e-04 eta: 0:26:21 time: 0.3992 data_time: 0.1109 memory: 9196 loss: 0.3439 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0036 loss_cls: 0.0620 acc: 98.0225 loss_bbox: 0.0780 loss_mask: 0.1950 2022/11/01 14:57:03 - mmengine - INFO - Epoch(train) [130][50/125] lr: 2.0000e-04 eta: 0:26:17 time: 0.3989 data_time: 0.1118 memory: 9209 loss: 0.3314 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0032 loss_cls: 0.0583 acc: 99.0479 loss_bbox: 0.0757 loss_mask: 0.1897 2022/11/01 14:57:06 - mmengine - INFO - Epoch(train) [130][55/125] lr: 2.0000e-04 eta: 0:26:17 time: 0.4026 data_time: 0.1149 memory: 9317 loss: 0.3287 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0039 loss_cls: 0.0558 acc: 97.7783 loss_bbox: 0.0784 loss_mask: 0.1863 2022/11/01 14:57:07 - mmengine - INFO - Epoch(train) [130][60/125] lr: 2.0000e-04 eta: 0:26:13 time: 0.4019 data_time: 0.1100 memory: 9193 loss: 0.3354 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0051 loss_cls: 0.0557 acc: 97.6562 loss_bbox: 0.0832 loss_mask: 0.1863 2022/11/01 14:57:10 - mmengine - INFO - Epoch(train) [130][65/125] lr: 2.0000e-04 eta: 0:26:13 time: 0.4145 data_time: 0.1098 memory: 9422 loss: 0.3320 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0042 loss_cls: 0.0527 acc: 98.9014 loss_bbox: 0.0812 loss_mask: 0.1900 2022/11/01 14:57:11 - mmengine - INFO - Epoch(train) [130][70/125] lr: 2.0000e-04 eta: 0:26:09 time: 0.3939 data_time: 0.0973 memory: 9601 loss: 0.3478 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0032 loss_cls: 0.0621 acc: 98.3643 loss_bbox: 0.0827 loss_mask: 0.1965 2022/11/01 14:57:14 - mmengine - INFO - Epoch(train) [130][75/125] lr: 2.0000e-04 eta: 0:26:09 time: 0.3819 data_time: 0.1052 memory: 9157 loss: 0.3452 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0033 loss_cls: 0.0620 acc: 96.9727 loss_bbox: 0.0793 loss_mask: 0.1973 2022/11/01 14:57:15 - mmengine - INFO - Epoch(train) [130][80/125] lr: 2.0000e-04 eta: 0:26:05 time: 0.4129 data_time: 0.1076 memory: 10787 loss: 0.3442 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0041 loss_cls: 0.0608 acc: 97.8271 loss_bbox: 0.0864 loss_mask: 0.1890 2022/11/01 14:57:18 - mmengine - INFO - Epoch(train) [130][85/125] lr: 2.0000e-04 eta: 0:26:05 time: 0.3990 data_time: 0.0940 memory: 9158 loss: 0.3255 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0038 loss_cls: 0.0598 acc: 97.1680 loss_bbox: 0.0769 loss_mask: 0.1804 2022/11/01 14:57:19 - mmengine - INFO - Epoch(train) [130][90/125] lr: 2.0000e-04 eta: 0:26:01 time: 0.3936 data_time: 0.1078 memory: 9419 loss: 0.3268 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0036 loss_cls: 0.0607 acc: 97.0703 loss_bbox: 0.0730 loss_mask: 0.1855 2022/11/01 14:57:22 - mmengine - INFO - Epoch(train) [130][95/125] lr: 2.0000e-04 eta: 0:26:01 time: 0.4893 data_time: 0.1615 memory: 9353 loss: 0.3572 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0042 loss_cls: 0.0675 acc: 98.8525 loss_bbox: 0.0932 loss_mask: 0.1862 2022/11/01 14:57:25 - mmengine - INFO - Epoch(train) [130][100/125] lr: 2.0000e-04 eta: 0:25:57 time: 0.5333 data_time: 0.1820 memory: 9511 loss: 0.3712 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0044 loss_cls: 0.0711 acc: 96.8506 loss_bbox: 0.1030 loss_mask: 0.1874 2022/11/01 14:57:27 - mmengine - INFO - Epoch(train) [130][105/125] lr: 2.0000e-04 eta: 0:25:57 time: 0.4709 data_time: 0.1241 memory: 9542 loss: 0.3624 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0046 loss_cls: 0.0715 acc: 96.0205 loss_bbox: 0.0984 loss_mask: 0.1846 2022/11/01 14:57:29 - mmengine - INFO - Epoch(train) [130][110/125] lr: 2.0000e-04 eta: 0:25:53 time: 0.4200 data_time: 0.1017 memory: 8793 loss: 0.3046 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0031 loss_cls: 0.0506 acc: 99.6582 loss_bbox: 0.0687 loss_mask: 0.1793 2022/11/01 14:57:31 - mmengine - INFO - Epoch(train) [130][115/125] lr: 2.0000e-04 eta: 0:25:53 time: 0.3838 data_time: 0.0959 memory: 8849 loss: 0.2966 loss_rpn_cls: 0.0018 loss_rpn_bbox: 0.0023 loss_cls: 0.0435 acc: 97.5830 loss_bbox: 0.0568 loss_mask: 0.1922 2022/11/01 14:57:33 - mmengine - INFO - Epoch(train) [130][120/125] lr: 2.0000e-04 eta: 0:25:48 time: 0.3762 data_time: 0.0860 memory: 8934 loss: 0.3234 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0027 loss_cls: 0.0519 acc: 98.5840 loss_bbox: 0.0605 loss_mask: 0.2050 2022/11/01 14:57:34 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:57:34 - mmengine - INFO - Epoch(train) [130][125/125] lr: 2.0000e-04 eta: 0:25:48 time: 0.3464 data_time: 0.0504 memory: 9324 loss: 0.3345 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0033 loss_cls: 0.0571 acc: 97.9248 loss_bbox: 0.0684 loss_mask: 0.2009 2022/11/01 14:57:37 - mmengine - INFO - Epoch(train) [131][5/125] lr: 2.0000e-04 eta: 0:25:48 time: 0.4096 data_time: 0.1144 memory: 9487 loss: 0.3333 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0037 loss_cls: 0.0554 acc: 99.2432 loss_bbox: 0.0769 loss_mask: 0.1925 2022/11/01 14:57:39 - mmengine - INFO - Epoch(train) [131][10/125] lr: 2.0000e-04 eta: 0:25:42 time: 0.4761 data_time: 0.1851 memory: 9160 loss: 0.3442 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0040 loss_cls: 0.0596 acc: 96.4844 loss_bbox: 0.0803 loss_mask: 0.1961 2022/11/01 14:57:41 - mmengine - INFO - Epoch(train) [131][15/125] lr: 2.0000e-04 eta: 0:25:42 time: 0.4361 data_time: 0.1274 memory: 9101 loss: 0.3637 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0038 loss_cls: 0.0649 acc: 98.9502 loss_bbox: 0.0818 loss_mask: 0.2093 2022/11/01 14:57:43 - mmengine - INFO - Epoch(train) [131][20/125] lr: 2.0000e-04 eta: 0:25:38 time: 0.4059 data_time: 0.0873 memory: 9353 loss: 0.3488 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0041 loss_cls: 0.0550 acc: 98.1689 loss_bbox: 0.0831 loss_mask: 0.2016 2022/11/01 14:57:46 - mmengine - INFO - Epoch(train) [131][25/125] lr: 2.0000e-04 eta: 0:25:38 time: 0.4352 data_time: 0.1201 memory: 9373 loss: 0.3489 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0051 loss_cls: 0.0539 acc: 96.7529 loss_bbox: 0.0890 loss_mask: 0.1963 2022/11/01 14:57:48 - mmengine - INFO - Epoch(train) [131][30/125] lr: 2.0000e-04 eta: 0:25:34 time: 0.4469 data_time: 0.1297 memory: 9056 loss: 0.3612 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0039 loss_cls: 0.0610 acc: 97.6807 loss_bbox: 0.0866 loss_mask: 0.2065 2022/11/01 14:57:50 - mmengine - INFO - Epoch(train) [131][35/125] lr: 2.0000e-04 eta: 0:25:34 time: 0.4274 data_time: 0.1210 memory: 9075 loss: 0.3434 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0031 loss_cls: 0.0613 acc: 98.7793 loss_bbox: 0.0768 loss_mask: 0.1993 2022/11/01 14:57:52 - mmengine - INFO - Epoch(train) [131][40/125] lr: 2.0000e-04 eta: 0:25:30 time: 0.4371 data_time: 0.1223 memory: 10352 loss: 0.3652 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0051 loss_cls: 0.0735 acc: 97.8027 loss_bbox: 0.0936 loss_mask: 0.1869 2022/11/01 14:57:54 - mmengine - INFO - Epoch(train) [131][45/125] lr: 2.0000e-04 eta: 0:25:30 time: 0.4146 data_time: 0.0991 memory: 9317 loss: 0.3532 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0052 loss_cls: 0.0685 acc: 99.2676 loss_bbox: 0.0917 loss_mask: 0.1814 2022/11/01 14:57:56 - mmengine - INFO - Epoch(train) [131][50/125] lr: 2.0000e-04 eta: 0:25:25 time: 0.3952 data_time: 0.1040 memory: 9246 loss: 0.2967 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0034 loss_cls: 0.0493 acc: 98.3154 loss_bbox: 0.0637 loss_mask: 0.1764 2022/11/01 14:57:58 - mmengine - INFO - Epoch(train) [131][55/125] lr: 2.0000e-04 eta: 0:25:25 time: 0.4125 data_time: 0.1216 memory: 9158 loss: 0.3062 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0034 loss_cls: 0.0502 acc: 98.0713 loss_bbox: 0.0687 loss_mask: 0.1793 2022/11/01 14:58:00 - mmengine - INFO - Epoch(train) [131][60/125] lr: 2.0000e-04 eta: 0:25:21 time: 0.4309 data_time: 0.1142 memory: 9478 loss: 0.3330 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0042 loss_cls: 0.0572 acc: 98.2422 loss_bbox: 0.0822 loss_mask: 0.1858 2022/11/01 14:58:03 - mmengine - INFO - Epoch(train) [131][65/125] lr: 2.0000e-04 eta: 0:25:21 time: 0.4611 data_time: 0.1129 memory: 8869 loss: 0.3214 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0037 loss_cls: 0.0518 acc: 99.0234 loss_bbox: 0.0711 loss_mask: 0.1922 2022/11/01 14:58:05 - mmengine - INFO - Epoch(train) [131][70/125] lr: 2.0000e-04 eta: 0:25:17 time: 0.4999 data_time: 0.1532 memory: 9409 loss: 0.3060 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0027 loss_cls: 0.0452 acc: 98.0469 loss_bbox: 0.0613 loss_mask: 0.1939 2022/11/01 14:58:07 - mmengine - INFO - Epoch(train) [131][75/125] lr: 2.0000e-04 eta: 0:25:17 time: 0.4708 data_time: 0.1406 memory: 9295 loss: 0.3456 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0042 loss_cls: 0.0582 acc: 97.9248 loss_bbox: 0.0855 loss_mask: 0.1932 2022/11/01 14:58:09 - mmengine - INFO - Epoch(train) [131][80/125] lr: 2.0000e-04 eta: 0:25:13 time: 0.3948 data_time: 0.0884 memory: 9131 loss: 0.3382 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0039 loss_cls: 0.0543 acc: 97.4854 loss_bbox: 0.0775 loss_mask: 0.1975 2022/11/01 14:58:11 - mmengine - INFO - Epoch(train) [131][85/125] lr: 2.0000e-04 eta: 0:25:13 time: 0.3935 data_time: 0.0918 memory: 9242 loss: 0.2913 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0023 loss_cls: 0.0449 acc: 98.1934 loss_bbox: 0.0564 loss_mask: 0.1848 2022/11/01 14:58:14 - mmengine - INFO - Epoch(train) [131][90/125] lr: 2.0000e-04 eta: 0:25:09 time: 0.4217 data_time: 0.1163 memory: 9511 loss: 0.3106 loss_rpn_cls: 0.0018 loss_rpn_bbox: 0.0032 loss_cls: 0.0535 acc: 97.4854 loss_bbox: 0.0731 loss_mask: 0.1789 2022/11/01 14:58:15 - mmengine - INFO - Epoch(train) [131][95/125] lr: 2.0000e-04 eta: 0:25:09 time: 0.4001 data_time: 0.0974 memory: 9108 loss: 0.3456 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0038 loss_cls: 0.0547 acc: 97.7051 loss_bbox: 0.0748 loss_mask: 0.2097 2022/11/01 14:58:17 - mmengine - INFO - Epoch(train) [131][100/125] lr: 2.0000e-04 eta: 0:25:05 time: 0.3852 data_time: 0.0864 memory: 9026 loss: 0.3377 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0032 loss_cls: 0.0525 acc: 97.4365 loss_bbox: 0.0666 loss_mask: 0.2119 2022/11/01 14:58:19 - mmengine - INFO - Epoch(train) [131][105/125] lr: 2.0000e-04 eta: 0:25:05 time: 0.3858 data_time: 0.0935 memory: 9203 loss: 0.3289 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0036 loss_cls: 0.0530 acc: 97.5586 loss_bbox: 0.0688 loss_mask: 0.1963 2022/11/01 14:58:22 - mmengine - INFO - Epoch(train) [131][110/125] lr: 2.0000e-04 eta: 0:25:01 time: 0.4252 data_time: 0.1279 memory: 9101 loss: 0.3232 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0037 loss_cls: 0.0479 acc: 97.0947 loss_bbox: 0.0661 loss_mask: 0.1996 2022/11/01 14:58:24 - mmengine - INFO - Epoch(train) [131][115/125] lr: 2.0000e-04 eta: 0:25:01 time: 0.4360 data_time: 0.1355 memory: 9461 loss: 0.3530 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0040 loss_cls: 0.0633 acc: 95.9717 loss_bbox: 0.0880 loss_mask: 0.1944 2022/11/01 14:58:26 - mmengine - INFO - Epoch(train) [131][120/125] lr: 2.0000e-04 eta: 0:24:57 time: 0.3990 data_time: 0.1022 memory: 9154 loss: 0.3468 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0039 loss_cls: 0.0621 acc: 99.0234 loss_bbox: 0.0892 loss_mask: 0.1878 2022/11/01 14:58:27 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:58:27 - mmengine - INFO - Epoch(train) [131][125/125] lr: 2.0000e-04 eta: 0:24:57 time: 0.3760 data_time: 0.0826 memory: 9324 loss: 0.3327 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0039 loss_cls: 0.0567 acc: 96.7285 loss_bbox: 0.0796 loss_mask: 0.1885 2022/11/01 14:58:30 - mmengine - INFO - Epoch(train) [132][5/125] lr: 2.0000e-04 eta: 0:24:57 time: 0.4415 data_time: 0.1525 memory: 9442 loss: 0.3486 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0038 loss_cls: 0.0606 acc: 98.8037 loss_bbox: 0.0842 loss_mask: 0.1957 2022/11/01 14:58:32 - mmengine - INFO - Epoch(train) [132][10/125] lr: 2.0000e-04 eta: 0:24:50 time: 0.4365 data_time: 0.1512 memory: 8820 loss: 0.3260 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0034 loss_cls: 0.0494 acc: 98.2422 loss_bbox: 0.0702 loss_mask: 0.2003 2022/11/01 14:58:33 - mmengine - INFO - Epoch(train) [132][15/125] lr: 2.0000e-04 eta: 0:24:50 time: 0.3365 data_time: 0.0505 memory: 9200 loss: 0.3338 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0036 loss_cls: 0.0502 acc: 96.4844 loss_bbox: 0.0675 loss_mask: 0.2094 2022/11/01 14:58:35 - mmengine - INFO - Epoch(train) [132][20/125] lr: 2.0000e-04 eta: 0:24:46 time: 0.3574 data_time: 0.0684 memory: 9380 loss: 0.3618 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0034 loss_cls: 0.0646 acc: 96.8262 loss_bbox: 0.0843 loss_mask: 0.2058 2022/11/01 14:58:38 - mmengine - INFO - Epoch(train) [132][25/125] lr: 2.0000e-04 eta: 0:24:46 time: 0.4161 data_time: 0.1144 memory: 9186 loss: 0.3664 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0034 loss_cls: 0.0665 acc: 96.2891 loss_bbox: 0.0870 loss_mask: 0.2059 2022/11/01 14:58:40 - mmengine - INFO - Epoch(train) [132][30/125] lr: 2.0000e-04 eta: 0:24:42 time: 0.4386 data_time: 0.1189 memory: 9046 loss: 0.3321 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0031 loss_cls: 0.0542 acc: 98.2666 loss_bbox: 0.0710 loss_mask: 0.2001 2022/11/01 14:58:42 - mmengine - INFO - Epoch(train) [132][35/125] lr: 2.0000e-04 eta: 0:24:42 time: 0.4297 data_time: 0.0981 memory: 9501 loss: 0.3169 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0032 loss_cls: 0.0503 acc: 98.1445 loss_bbox: 0.0688 loss_mask: 0.1917 2022/11/01 14:58:44 - mmengine - INFO - Epoch(train) [132][40/125] lr: 2.0000e-04 eta: 0:24:38 time: 0.4359 data_time: 0.1192 memory: 9075 loss: 0.3222 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0031 loss_cls: 0.0505 acc: 98.0713 loss_bbox: 0.0710 loss_mask: 0.1940 2022/11/01 14:58:46 - mmengine - INFO - Epoch(train) [132][45/125] lr: 2.0000e-04 eta: 0:24:38 time: 0.4450 data_time: 0.1530 memory: 9383 loss: 0.3215 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0033 loss_cls: 0.0547 acc: 97.8516 loss_bbox: 0.0766 loss_mask: 0.1835 2022/11/01 14:58:48 - mmengine - INFO - Epoch(train) [132][50/125] lr: 2.0000e-04 eta: 0:24:34 time: 0.4217 data_time: 0.1251 memory: 9108 loss: 0.3165 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0040 loss_cls: 0.0541 acc: 96.4111 loss_bbox: 0.0720 loss_mask: 0.1835 2022/11/01 14:58:50 - mmengine - INFO - Epoch(train) [132][55/125] lr: 2.0000e-04 eta: 0:24:34 time: 0.3835 data_time: 0.0886 memory: 8672 loss: 0.3202 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0034 loss_cls: 0.0479 acc: 98.3398 loss_bbox: 0.0569 loss_mask: 0.2085 2022/11/01 14:58:52 - mmengine - INFO - Epoch(train) [132][60/125] lr: 2.0000e-04 eta: 0:24:29 time: 0.3876 data_time: 0.1003 memory: 9406 loss: 0.3327 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0030 loss_cls: 0.0519 acc: 97.4365 loss_bbox: 0.0646 loss_mask: 0.2104 2022/11/01 14:58:54 - mmengine - INFO - Epoch(train) [132][65/125] lr: 2.0000e-04 eta: 0:24:29 time: 0.4257 data_time: 0.1313 memory: 9020 loss: 0.3174 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0032 loss_cls: 0.0542 acc: 98.3398 loss_bbox: 0.0708 loss_mask: 0.1856 2022/11/01 14:58:56 - mmengine - INFO - Epoch(train) [132][70/125] lr: 2.0000e-04 eta: 0:24:25 time: 0.4369 data_time: 0.1120 memory: 10597 loss: 0.3273 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0044 loss_cls: 0.0598 acc: 97.8760 loss_bbox: 0.0788 loss_mask: 0.1797 2022/11/01 14:58:58 - mmengine - INFO - Epoch(train) [132][75/125] lr: 2.0000e-04 eta: 0:24:25 time: 0.3959 data_time: 0.0788 memory: 9262 loss: 0.3409 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0044 loss_cls: 0.0611 acc: 98.5352 loss_bbox: 0.0812 loss_mask: 0.1897 2022/11/01 14:59:00 - mmengine - INFO - Epoch(train) [132][80/125] lr: 2.0000e-04 eta: 0:24:21 time: 0.3871 data_time: 0.1010 memory: 9150 loss: 0.3086 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0038 loss_cls: 0.0504 acc: 97.6807 loss_bbox: 0.0675 loss_mask: 0.1824 2022/11/01 14:59:02 - mmengine - INFO - Epoch(train) [132][85/125] lr: 2.0000e-04 eta: 0:24:21 time: 0.4072 data_time: 0.1154 memory: 9255 loss: 0.3115 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0036 loss_cls: 0.0513 acc: 97.9248 loss_bbox: 0.0693 loss_mask: 0.1830 2022/11/01 14:59:04 - mmengine - INFO - Epoch(train) [132][90/125] lr: 2.0000e-04 eta: 0:24:17 time: 0.3876 data_time: 0.0894 memory: 8895 loss: 0.3141 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0028 loss_cls: 0.0492 acc: 97.1191 loss_bbox: 0.0661 loss_mask: 0.1922 2022/11/01 14:59:06 - mmengine - INFO - Epoch(train) [132][95/125] lr: 2.0000e-04 eta: 0:24:17 time: 0.3671 data_time: 0.0759 memory: 9072 loss: 0.3038 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0030 loss_cls: 0.0461 acc: 99.7070 loss_bbox: 0.0619 loss_mask: 0.1902 2022/11/01 14:59:08 - mmengine - INFO - Epoch(train) [132][100/125] lr: 2.0000e-04 eta: 0:24:13 time: 0.3795 data_time: 0.0975 memory: 9154 loss: 0.3499 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0037 loss_cls: 0.0612 acc: 95.2637 loss_bbox: 0.0792 loss_mask: 0.2018 2022/11/01 14:59:10 - mmengine - INFO - Epoch(train) [132][105/125] lr: 2.0000e-04 eta: 0:24:13 time: 0.3944 data_time: 0.1146 memory: 9151 loss: 0.3581 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0035 loss_cls: 0.0640 acc: 98.2666 loss_bbox: 0.0796 loss_mask: 0.2069 2022/11/01 14:59:12 - mmengine - INFO - Epoch(train) [132][110/125] lr: 2.0000e-04 eta: 0:24:09 time: 0.4038 data_time: 0.1156 memory: 9546 loss: 0.3555 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0038 loss_cls: 0.0584 acc: 98.0225 loss_bbox: 0.0786 loss_mask: 0.2115 2022/11/01 14:59:14 - mmengine - INFO - Epoch(train) [132][115/125] lr: 2.0000e-04 eta: 0:24:09 time: 0.4292 data_time: 0.1135 memory: 9327 loss: 0.3735 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0053 loss_cls: 0.0640 acc: 97.7783 loss_bbox: 0.0921 loss_mask: 0.2072 2022/11/01 14:59:17 - mmengine - INFO - Epoch(train) [132][120/125] lr: 2.0000e-04 eta: 0:24:05 time: 0.4451 data_time: 0.1240 memory: 9435 loss: 0.3607 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0048 loss_cls: 0.0649 acc: 97.8027 loss_bbox: 0.0939 loss_mask: 0.1935 2022/11/01 14:59:18 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 14:59:18 - mmengine - INFO - Epoch(train) [132][125/125] lr: 2.0000e-04 eta: 0:24:05 time: 0.3931 data_time: 0.0797 memory: 9719 loss: 0.3627 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0044 loss_cls: 0.0660 acc: 98.4375 loss_bbox: 0.0982 loss_mask: 0.1911 2022/11/01 14:59:21 - mmengine - INFO - Epoch(train) [133][5/125] lr: 2.0000e-04 eta: 0:24:05 time: 0.4609 data_time: 0.1297 memory: 9317 loss: 0.3489 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0047 loss_cls: 0.0636 acc: 98.2178 loss_bbox: 0.0897 loss_mask: 0.1867 2022/11/01 14:59:23 - mmengine - INFO - Epoch(train) [133][10/125] lr: 2.0000e-04 eta: 0:23:58 time: 0.4933 data_time: 0.1697 memory: 9360 loss: 0.3399 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0042 loss_cls: 0.0583 acc: 97.0459 loss_bbox: 0.0829 loss_mask: 0.1905 2022/11/01 14:59:25 - mmengine - INFO - Epoch(train) [133][15/125] lr: 2.0000e-04 eta: 0:23:58 time: 0.3951 data_time: 0.0976 memory: 9301 loss: 0.3662 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0043 loss_cls: 0.0633 acc: 98.2178 loss_bbox: 0.0895 loss_mask: 0.2045 2022/11/01 14:59:27 - mmengine - INFO - Epoch(train) [133][20/125] lr: 2.0000e-04 eta: 0:23:54 time: 0.3859 data_time: 0.0835 memory: 9030 loss: 0.3538 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0037 loss_cls: 0.0606 acc: 97.6562 loss_bbox: 0.0798 loss_mask: 0.2049 2022/11/01 14:59:29 - mmengine - INFO - Epoch(train) [133][25/125] lr: 2.0000e-04 eta: 0:23:54 time: 0.4070 data_time: 0.0990 memory: 9458 loss: 0.3476 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0038 loss_cls: 0.0597 acc: 98.2178 loss_bbox: 0.0836 loss_mask: 0.1960 2022/11/01 14:59:31 - mmengine - INFO - Epoch(train) [133][30/125] lr: 2.0000e-04 eta: 0:23:50 time: 0.4297 data_time: 0.1276 memory: 9376 loss: 0.3549 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0043 loss_cls: 0.0624 acc: 98.9258 loss_bbox: 0.0896 loss_mask: 0.1944 2022/11/01 14:59:33 - mmengine - INFO - Epoch(train) [133][35/125] lr: 2.0000e-04 eta: 0:23:50 time: 0.3955 data_time: 0.1061 memory: 8924 loss: 0.3180 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0032 loss_cls: 0.0539 acc: 97.7051 loss_bbox: 0.0671 loss_mask: 0.1899 2022/11/01 14:59:35 - mmengine - INFO - Epoch(train) [133][40/125] lr: 2.0000e-04 eta: 0:23:46 time: 0.3598 data_time: 0.0713 memory: 9324 loss: 0.3393 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0040 loss_cls: 0.0605 acc: 97.9004 loss_bbox: 0.0761 loss_mask: 0.1936 2022/11/01 14:59:37 - mmengine - INFO - Epoch(train) [133][45/125] lr: 2.0000e-04 eta: 0:23:46 time: 0.3714 data_time: 0.0782 memory: 9318 loss: 0.3367 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0042 loss_cls: 0.0589 acc: 99.5361 loss_bbox: 0.0773 loss_mask: 0.1917 2022/11/01 14:59:39 - mmengine - INFO - Epoch(train) [133][50/125] lr: 2.0000e-04 eta: 0:23:41 time: 0.3909 data_time: 0.1054 memory: 9177 loss: 0.2879 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0026 loss_cls: 0.0448 acc: 97.0947 loss_bbox: 0.0579 loss_mask: 0.1795 2022/11/01 14:59:41 - mmengine - INFO - Epoch(train) [133][55/125] lr: 2.0000e-04 eta: 0:23:41 time: 0.3938 data_time: 0.1048 memory: 9059 loss: 0.2948 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0026 loss_cls: 0.0435 acc: 98.8037 loss_bbox: 0.0627 loss_mask: 0.1833 2022/11/01 14:59:43 - mmengine - INFO - Epoch(train) [133][60/125] lr: 2.0000e-04 eta: 0:23:37 time: 0.3848 data_time: 0.0933 memory: 9056 loss: 0.3108 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0030 loss_cls: 0.0484 acc: 97.9004 loss_bbox: 0.0694 loss_mask: 0.1858 2022/11/01 14:59:45 - mmengine - INFO - Epoch(train) [133][65/125] lr: 2.0000e-04 eta: 0:23:37 time: 0.4004 data_time: 0.1030 memory: 9360 loss: 0.3244 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0039 loss_cls: 0.0557 acc: 98.8770 loss_bbox: 0.0802 loss_mask: 0.1785 2022/11/01 14:59:47 - mmengine - INFO - Epoch(train) [133][70/125] lr: 2.0000e-04 eta: 0:23:33 time: 0.4600 data_time: 0.1430 memory: 9036 loss: 0.3345 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0041 loss_cls: 0.0576 acc: 97.9004 loss_bbox: 0.0826 loss_mask: 0.1856 2022/11/01 14:59:50 - mmengine - INFO - Epoch(train) [133][75/125] lr: 2.0000e-04 eta: 0:23:33 time: 0.4781 data_time: 0.1506 memory: 9340 loss: 0.3354 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0033 loss_cls: 0.0557 acc: 99.4873 loss_bbox: 0.0787 loss_mask: 0.1931 2022/11/01 14:59:52 - mmengine - INFO - Epoch(train) [133][80/125] lr: 2.0000e-04 eta: 0:23:29 time: 0.4784 data_time: 0.1329 memory: 9353 loss: 0.3573 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0038 loss_cls: 0.0650 acc: 96.8262 loss_bbox: 0.0864 loss_mask: 0.1949 2022/11/01 14:59:54 - mmengine - INFO - Epoch(train) [133][85/125] lr: 2.0000e-04 eta: 0:23:29 time: 0.4787 data_time: 0.1390 memory: 9468 loss: 0.3601 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0049 loss_cls: 0.0680 acc: 97.2656 loss_bbox: 0.0874 loss_mask: 0.1943 2022/11/01 14:59:57 - mmengine - INFO - Epoch(train) [133][90/125] lr: 2.0000e-04 eta: 0:23:25 time: 0.4473 data_time: 0.1360 memory: 9481 loss: 0.3640 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0048 loss_cls: 0.0671 acc: 97.2900 loss_bbox: 0.0955 loss_mask: 0.1931 2022/11/01 14:59:59 - mmengine - INFO - Epoch(train) [133][95/125] lr: 2.0000e-04 eta: 0:23:25 time: 0.4335 data_time: 0.1152 memory: 9631 loss: 0.3623 loss_rpn_cls: 0.0073 loss_rpn_bbox: 0.0047 loss_cls: 0.0634 acc: 96.6064 loss_bbox: 0.0971 loss_mask: 0.1899 2022/11/01 15:00:01 - mmengine - INFO - Epoch(train) [133][100/125] lr: 2.0000e-04 eta: 0:23:21 time: 0.4391 data_time: 0.0897 memory: 8950 loss: 0.3092 loss_rpn_cls: 0.0067 loss_rpn_bbox: 0.0037 loss_cls: 0.0482 acc: 98.2422 loss_bbox: 0.0676 loss_mask: 0.1830 2022/11/01 15:00:03 - mmengine - INFO - Epoch(train) [133][105/125] lr: 2.0000e-04 eta: 0:23:21 time: 0.4467 data_time: 0.1155 memory: 9186 loss: 0.2746 loss_rpn_cls: 0.0020 loss_rpn_bbox: 0.0023 loss_cls: 0.0401 acc: 98.0957 loss_bbox: 0.0546 loss_mask: 0.1755 2022/11/01 15:00:05 - mmengine - INFO - Epoch(train) [133][110/125] lr: 2.0000e-04 eta: 0:23:17 time: 0.4519 data_time: 0.1496 memory: 9160 loss: 0.3055 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0038 loss_cls: 0.0510 acc: 98.4375 loss_bbox: 0.0674 loss_mask: 0.1800 2022/11/01 15:00:08 - mmengine - INFO - Epoch(train) [133][115/125] lr: 2.0000e-04 eta: 0:23:17 time: 0.4387 data_time: 0.1313 memory: 9535 loss: 0.3214 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0043 loss_cls: 0.0553 acc: 98.9990 loss_bbox: 0.0735 loss_mask: 0.1835 2022/11/01 15:00:09 - mmengine - INFO - Epoch(train) [133][120/125] lr: 2.0000e-04 eta: 0:23:13 time: 0.3979 data_time: 0.0989 memory: 9007 loss: 0.3315 loss_rpn_cls: 0.0087 loss_rpn_bbox: 0.0042 loss_cls: 0.0580 acc: 98.2910 loss_bbox: 0.0713 loss_mask: 0.1893 2022/11/01 15:00:11 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:00:11 - mmengine - INFO - Epoch(train) [133][125/125] lr: 2.0000e-04 eta: 0:23:13 time: 0.3623 data_time: 0.0681 memory: 9184 loss: 0.3495 loss_rpn_cls: 0.0078 loss_rpn_bbox: 0.0040 loss_cls: 0.0629 acc: 98.2910 loss_bbox: 0.0729 loss_mask: 0.2019 2022/11/01 15:00:14 - mmengine - INFO - Epoch(train) [134][5/125] lr: 2.0000e-04 eta: 0:23:13 time: 0.4366 data_time: 0.1336 memory: 9529 loss: 0.3503 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0035 loss_cls: 0.0605 acc: 98.8281 loss_bbox: 0.0821 loss_mask: 0.2012 2022/11/01 15:00:16 - mmengine - INFO - Epoch(train) [134][10/125] lr: 2.0000e-04 eta: 0:23:06 time: 0.4764 data_time: 0.1654 memory: 9285 loss: 0.3478 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0037 loss_cls: 0.0586 acc: 97.0215 loss_bbox: 0.0852 loss_mask: 0.1961 2022/11/01 15:00:18 - mmengine - INFO - Epoch(train) [134][15/125] lr: 2.0000e-04 eta: 0:23:06 time: 0.4030 data_time: 0.0964 memory: 9455 loss: 0.3452 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0040 loss_cls: 0.0615 acc: 98.1689 loss_bbox: 0.0866 loss_mask: 0.1888 2022/11/01 15:00:20 - mmengine - INFO - Epoch(train) [134][20/125] lr: 2.0000e-04 eta: 0:23:02 time: 0.3837 data_time: 0.0866 memory: 9157 loss: 0.3585 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0044 loss_cls: 0.0658 acc: 97.4854 loss_bbox: 0.0872 loss_mask: 0.1967 2022/11/01 15:00:22 - mmengine - INFO - Epoch(train) [134][25/125] lr: 2.0000e-04 eta: 0:23:02 time: 0.4060 data_time: 0.1129 memory: 9399 loss: 0.3233 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0038 loss_cls: 0.0571 acc: 99.3164 loss_bbox: 0.0715 loss_mask: 0.1872 2022/11/01 15:00:24 - mmengine - INFO - Epoch(train) [134][30/125] lr: 2.0000e-04 eta: 0:22:58 time: 0.4033 data_time: 0.1066 memory: 9758 loss: 0.3011 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0029 loss_cls: 0.0533 acc: 97.7295 loss_bbox: 0.0692 loss_mask: 0.1733 2022/11/01 15:00:26 - mmengine - INFO - Epoch(train) [134][35/125] lr: 2.0000e-04 eta: 0:22:58 time: 0.3882 data_time: 0.0843 memory: 9255 loss: 0.3324 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0036 loss_cls: 0.0558 acc: 96.5576 loss_bbox: 0.0783 loss_mask: 0.1909 2022/11/01 15:00:28 - mmengine - INFO - Epoch(train) [134][40/125] lr: 2.0000e-04 eta: 0:22:54 time: 0.4136 data_time: 0.0892 memory: 9468 loss: 0.3782 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0041 loss_cls: 0.0613 acc: 97.2412 loss_bbox: 0.0887 loss_mask: 0.2194 2022/11/01 15:00:30 - mmengine - INFO - Epoch(train) [134][45/125] lr: 2.0000e-04 eta: 0:22:54 time: 0.4653 data_time: 0.1265 memory: 8653 loss: 0.3637 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0029 loss_cls: 0.0564 acc: 98.8281 loss_bbox: 0.0734 loss_mask: 0.2268 2022/11/01 15:00:32 - mmengine - INFO - Epoch(train) [134][50/125] lr: 2.0000e-04 eta: 0:22:50 time: 0.4531 data_time: 0.1310 memory: 9298 loss: 0.3078 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0029 loss_cls: 0.0462 acc: 99.0234 loss_bbox: 0.0569 loss_mask: 0.1978 2022/11/01 15:00:34 - mmengine - INFO - Epoch(train) [134][55/125] lr: 2.0000e-04 eta: 0:22:50 time: 0.3937 data_time: 0.0841 memory: 9291 loss: 0.3293 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0039 loss_cls: 0.0557 acc: 98.4375 loss_bbox: 0.0763 loss_mask: 0.1895 2022/11/01 15:00:37 - mmengine - INFO - Epoch(train) [134][60/125] lr: 2.0000e-04 eta: 0:22:46 time: 0.4053 data_time: 0.0827 memory: 10648 loss: 0.3553 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0036 loss_cls: 0.0634 acc: 98.4619 loss_bbox: 0.0905 loss_mask: 0.1945 2022/11/01 15:00:39 - mmengine - INFO - Epoch(train) [134][65/125] lr: 2.0000e-04 eta: 0:22:46 time: 0.4376 data_time: 0.1213 memory: 9098 loss: 0.2948 loss_rpn_cls: 0.0021 loss_rpn_bbox: 0.0025 loss_cls: 0.0477 acc: 99.0967 loss_bbox: 0.0710 loss_mask: 0.1716 2022/11/01 15:00:41 - mmengine - INFO - Epoch(train) [134][70/125] lr: 2.0000e-04 eta: 0:22:42 time: 0.4542 data_time: 0.1292 memory: 9207 loss: 0.2897 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0028 loss_cls: 0.0461 acc: 98.8037 loss_bbox: 0.0672 loss_mask: 0.1705 2022/11/01 15:00:43 - mmengine - INFO - Epoch(train) [134][75/125] lr: 2.0000e-04 eta: 0:22:42 time: 0.4409 data_time: 0.1068 memory: 9207 loss: 0.3168 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0030 loss_cls: 0.0537 acc: 98.9746 loss_bbox: 0.0747 loss_mask: 0.1825 2022/11/01 15:00:45 - mmengine - INFO - Epoch(train) [134][80/125] lr: 2.0000e-04 eta: 0:22:38 time: 0.4304 data_time: 0.1103 memory: 9588 loss: 0.3305 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0027 loss_cls: 0.0574 acc: 96.9482 loss_bbox: 0.0749 loss_mask: 0.1924 2022/11/01 15:00:47 - mmengine - INFO - Epoch(train) [134][85/125] lr: 2.0000e-04 eta: 0:22:38 time: 0.4256 data_time: 0.1164 memory: 9158 loss: 0.3601 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0032 loss_cls: 0.0623 acc: 97.9492 loss_bbox: 0.0799 loss_mask: 0.2103 2022/11/01 15:00:49 - mmengine - INFO - Epoch(train) [134][90/125] lr: 2.0000e-04 eta: 0:22:34 time: 0.3929 data_time: 0.1036 memory: 9092 loss: 0.3320 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0031 loss_cls: 0.0568 acc: 98.1934 loss_bbox: 0.0679 loss_mask: 0.1991 2022/11/01 15:00:51 - mmengine - INFO - Epoch(train) [134][95/125] lr: 2.0000e-04 eta: 0:22:34 time: 0.3850 data_time: 0.0940 memory: 9036 loss: 0.3056 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0027 loss_cls: 0.0514 acc: 98.2422 loss_bbox: 0.0615 loss_mask: 0.1857 2022/11/01 15:00:53 - mmengine - INFO - Epoch(train) [134][100/125] lr: 2.0000e-04 eta: 0:22:29 time: 0.3950 data_time: 0.1078 memory: 9246 loss: 0.3194 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0033 loss_cls: 0.0555 acc: 99.4141 loss_bbox: 0.0653 loss_mask: 0.1922 2022/11/01 15:00:55 - mmengine - INFO - Epoch(train) [134][105/125] lr: 2.0000e-04 eta: 0:22:29 time: 0.4162 data_time: 0.1298 memory: 9324 loss: 0.3535 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0050 loss_cls: 0.0658 acc: 96.5576 loss_bbox: 0.0868 loss_mask: 0.1909 2022/11/01 15:00:57 - mmengine - INFO - Epoch(train) [134][110/125] lr: 2.0000e-04 eta: 0:22:25 time: 0.4074 data_time: 0.1149 memory: 9504 loss: 0.3406 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0051 loss_cls: 0.0596 acc: 97.8516 loss_bbox: 0.0869 loss_mask: 0.1850 2022/11/01 15:00:59 - mmengine - INFO - Epoch(train) [134][115/125] lr: 2.0000e-04 eta: 0:22:25 time: 0.3693 data_time: 0.0786 memory: 9033 loss: 0.3128 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0035 loss_cls: 0.0473 acc: 97.5342 loss_bbox: 0.0700 loss_mask: 0.1899 2022/11/01 15:01:01 - mmengine - INFO - Epoch(train) [134][120/125] lr: 2.0000e-04 eta: 0:22:21 time: 0.3673 data_time: 0.0770 memory: 9151 loss: 0.3025 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0026 loss_cls: 0.0459 acc: 98.8037 loss_bbox: 0.0679 loss_mask: 0.1836 2022/11/01 15:01:03 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:01:03 - mmengine - INFO - Epoch(train) [134][125/125] lr: 2.0000e-04 eta: 0:22:21 time: 0.3454 data_time: 0.0542 memory: 9219 loss: 0.3087 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0026 loss_cls: 0.0527 acc: 98.2178 loss_bbox: 0.0732 loss_mask: 0.1778 2022/11/01 15:01:05 - mmengine - INFO - Epoch(train) [135][5/125] lr: 2.0000e-04 eta: 0:22:21 time: 0.3947 data_time: 0.1034 memory: 9026 loss: 0.3074 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0028 loss_cls: 0.0491 acc: 98.3398 loss_bbox: 0.0684 loss_mask: 0.1830 2022/11/01 15:01:07 - mmengine - INFO - Epoch(train) [135][10/125] lr: 2.0000e-04 eta: 0:22:14 time: 0.4374 data_time: 0.1346 memory: 9278 loss: 0.2940 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0024 loss_cls: 0.0473 acc: 97.1191 loss_bbox: 0.0619 loss_mask: 0.1783 2022/11/01 15:01:09 - mmengine - INFO - Epoch(train) [135][15/125] lr: 2.0000e-04 eta: 0:22:14 time: 0.4126 data_time: 0.0986 memory: 9670 loss: 0.3262 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0036 loss_cls: 0.0572 acc: 98.8770 loss_bbox: 0.0781 loss_mask: 0.1848 2022/11/01 15:01:11 - mmengine - INFO - Epoch(train) [135][20/125] lr: 2.0000e-04 eta: 0:22:10 time: 0.4150 data_time: 0.1024 memory: 9535 loss: 0.3536 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0043 loss_cls: 0.0605 acc: 98.8525 loss_bbox: 0.0914 loss_mask: 0.1940 2022/11/01 15:01:13 - mmengine - INFO - Epoch(train) [135][25/125] lr: 2.0000e-04 eta: 0:22:10 time: 0.4016 data_time: 0.1063 memory: 9023 loss: 0.3461 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0036 loss_cls: 0.0559 acc: 97.0459 loss_bbox: 0.0780 loss_mask: 0.2046 2022/11/01 15:01:15 - mmengine - INFO - Epoch(train) [135][30/125] lr: 2.0000e-04 eta: 0:22:06 time: 0.3862 data_time: 0.1084 memory: 8855 loss: 0.2967 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0028 loss_cls: 0.0429 acc: 98.5352 loss_bbox: 0.0531 loss_mask: 0.1946 2022/11/01 15:01:17 - mmengine - INFO - Epoch(train) [135][35/125] lr: 2.0000e-04 eta: 0:22:06 time: 0.3908 data_time: 0.1005 memory: 9830 loss: 0.3439 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0039 loss_cls: 0.0630 acc: 99.1455 loss_bbox: 0.0830 loss_mask: 0.1897 2022/11/01 15:01:19 - mmengine - INFO - Epoch(train) [135][40/125] lr: 2.0000e-04 eta: 0:22:02 time: 0.4352 data_time: 0.1304 memory: 9347 loss: 0.3822 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0046 loss_cls: 0.0733 acc: 98.0957 loss_bbox: 0.0993 loss_mask: 0.1997 2022/11/01 15:01:22 - mmengine - INFO - Epoch(train) [135][45/125] lr: 2.0000e-04 eta: 0:22:02 time: 0.4497 data_time: 0.1518 memory: 9222 loss: 0.3596 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0043 loss_cls: 0.0629 acc: 98.3154 loss_bbox: 0.0838 loss_mask: 0.2052 2022/11/01 15:01:23 - mmengine - INFO - Epoch(train) [135][50/125] lr: 2.0000e-04 eta: 0:21:58 time: 0.4081 data_time: 0.1182 memory: 9533 loss: 0.3466 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0039 loss_cls: 0.0600 acc: 98.1934 loss_bbox: 0.0769 loss_mask: 0.2025 2022/11/01 15:01:25 - mmengine - INFO - Epoch(train) [135][55/125] lr: 2.0000e-04 eta: 0:21:58 time: 0.3801 data_time: 0.0815 memory: 9468 loss: 0.3203 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0030 loss_cls: 0.0518 acc: 99.1211 loss_bbox: 0.0680 loss_mask: 0.1949 2022/11/01 15:01:27 - mmengine - INFO - Epoch(train) [135][60/125] lr: 2.0000e-04 eta: 0:21:54 time: 0.3872 data_time: 0.0948 memory: 8800 loss: 0.3162 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0026 loss_cls: 0.0484 acc: 98.6572 loss_bbox: 0.0615 loss_mask: 0.2007 2022/11/01 15:01:30 - mmengine - INFO - Epoch(train) [135][65/125] lr: 2.0000e-04 eta: 0:21:54 time: 0.4186 data_time: 0.1198 memory: 9729 loss: 0.3599 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0038 loss_cls: 0.0606 acc: 98.1201 loss_bbox: 0.0841 loss_mask: 0.2075 2022/11/01 15:01:31 - mmengine - INFO - Epoch(train) [135][70/125] lr: 2.0000e-04 eta: 0:21:50 time: 0.3948 data_time: 0.0898 memory: 9318 loss: 0.3533 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0050 loss_cls: 0.0603 acc: 98.4619 loss_bbox: 0.0860 loss_mask: 0.1973 2022/11/01 15:01:33 - mmengine - INFO - Epoch(train) [135][75/125] lr: 2.0000e-04 eta: 0:21:50 time: 0.3504 data_time: 0.0681 memory: 8852 loss: 0.2804 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0031 loss_cls: 0.0397 acc: 98.8525 loss_bbox: 0.0506 loss_mask: 0.1829 2022/11/01 15:01:35 - mmengine - INFO - Epoch(train) [135][80/125] lr: 2.0000e-04 eta: 0:21:45 time: 0.3639 data_time: 0.0874 memory: 9003 loss: 0.2921 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0022 loss_cls: 0.0435 acc: 98.4375 loss_bbox: 0.0545 loss_mask: 0.1892 2022/11/01 15:01:37 - mmengine - INFO - Epoch(train) [135][85/125] lr: 2.0000e-04 eta: 0:21:45 time: 0.3954 data_time: 0.1107 memory: 9429 loss: 0.3384 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0588 acc: 97.7051 loss_bbox: 0.0764 loss_mask: 0.1956 2022/11/01 15:01:39 - mmengine - INFO - Epoch(train) [135][90/125] lr: 2.0000e-04 eta: 0:21:41 time: 0.3884 data_time: 0.0965 memory: 8987 loss: 0.3593 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0039 loss_cls: 0.0621 acc: 97.6807 loss_bbox: 0.0843 loss_mask: 0.2049 2022/11/01 15:01:41 - mmengine - INFO - Epoch(train) [135][95/125] lr: 2.0000e-04 eta: 0:21:41 time: 0.3660 data_time: 0.0764 memory: 9311 loss: 0.3338 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0029 loss_cls: 0.0551 acc: 96.0205 loss_bbox: 0.0697 loss_mask: 0.2022 2022/11/01 15:01:42 - mmengine - INFO - Epoch(train) [135][100/125] lr: 2.0000e-04 eta: 0:21:37 time: 0.3682 data_time: 0.0893 memory: 8960 loss: 0.3124 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0027 loss_cls: 0.0476 acc: 98.2178 loss_bbox: 0.0620 loss_mask: 0.1960 2022/11/01 15:01:44 - mmengine - INFO - Epoch(train) [135][105/125] lr: 2.0000e-04 eta: 0:21:37 time: 0.3782 data_time: 0.1006 memory: 9131 loss: 0.3125 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0031 loss_cls: 0.0441 acc: 98.9014 loss_bbox: 0.0655 loss_mask: 0.1967 2022/11/01 15:01:46 - mmengine - INFO - Epoch(train) [135][110/125] lr: 2.0000e-04 eta: 0:21:33 time: 0.3725 data_time: 0.0936 memory: 8950 loss: 0.3036 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0027 loss_cls: 0.0433 acc: 99.4629 loss_bbox: 0.0580 loss_mask: 0.1951 2022/11/01 15:01:48 - mmengine - INFO - Epoch(train) [135][115/125] lr: 2.0000e-04 eta: 0:21:33 time: 0.3571 data_time: 0.0772 memory: 9448 loss: 0.3039 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0025 loss_cls: 0.0486 acc: 98.9258 loss_bbox: 0.0605 loss_mask: 0.1875 2022/11/01 15:01:50 - mmengine - INFO - Epoch(train) [135][120/125] lr: 2.0000e-04 eta: 0:21:29 time: 0.3650 data_time: 0.0824 memory: 9422 loss: 0.2977 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0027 loss_cls: 0.0515 acc: 98.5840 loss_bbox: 0.0701 loss_mask: 0.1709 2022/11/01 15:01:51 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:01:51 - mmengine - INFO - Epoch(train) [135][125/125] lr: 2.0000e-04 eta: 0:21:29 time: 0.3494 data_time: 0.0657 memory: 9343 loss: 0.2900 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0028 loss_cls: 0.0491 acc: 98.7549 loss_bbox: 0.0699 loss_mask: 0.1658 2022/11/01 15:01:54 - mmengine - INFO - Epoch(train) [136][5/125] lr: 2.0000e-04 eta: 0:21:29 time: 0.4153 data_time: 0.1244 memory: 9233 loss: 0.3263 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0030 loss_cls: 0.0560 acc: 96.3623 loss_bbox: 0.0755 loss_mask: 0.1892 2022/11/01 15:01:56 - mmengine - INFO - Epoch(train) [136][10/125] lr: 2.0000e-04 eta: 0:21:22 time: 0.4881 data_time: 0.1764 memory: 9252 loss: 0.3450 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0031 loss_cls: 0.0566 acc: 97.3145 loss_bbox: 0.0779 loss_mask: 0.2042 2022/11/01 15:01:58 - mmengine - INFO - Epoch(train) [136][15/125] lr: 2.0000e-04 eta: 0:21:22 time: 0.4317 data_time: 0.1151 memory: 10059 loss: 0.3620 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0043 loss_cls: 0.0669 acc: 98.1445 loss_bbox: 0.0937 loss_mask: 0.1923 2022/11/01 15:02:00 - mmengine - INFO - Epoch(train) [136][20/125] lr: 2.0000e-04 eta: 0:21:18 time: 0.3879 data_time: 0.0888 memory: 9686 loss: 0.3752 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0053 loss_cls: 0.0742 acc: 97.9492 loss_bbox: 0.0991 loss_mask: 0.1917 2022/11/01 15:02:02 - mmengine - INFO - Epoch(train) [136][25/125] lr: 2.0000e-04 eta: 0:21:18 time: 0.3986 data_time: 0.1050 memory: 9376 loss: 0.3748 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0047 loss_cls: 0.0666 acc: 98.1445 loss_bbox: 0.0893 loss_mask: 0.2100 2022/11/01 15:02:04 - mmengine - INFO - Epoch(train) [136][30/125] lr: 2.0000e-04 eta: 0:21:14 time: 0.4154 data_time: 0.1221 memory: 9539 loss: 0.3607 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0037 loss_cls: 0.0608 acc: 99.3896 loss_bbox: 0.0820 loss_mask: 0.2088 2022/11/01 15:02:06 - mmengine - INFO - Epoch(train) [136][35/125] lr: 2.0000e-04 eta: 0:21:14 time: 0.3993 data_time: 0.1011 memory: 9036 loss: 0.3657 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0038 loss_cls: 0.0620 acc: 97.9492 loss_bbox: 0.0755 loss_mask: 0.2178 2022/11/01 15:02:09 - mmengine - INFO - Epoch(train) [136][40/125] lr: 2.0000e-04 eta: 0:21:10 time: 0.4428 data_time: 0.1107 memory: 9246 loss: 0.3528 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0036 loss_cls: 0.0572 acc: 96.4111 loss_bbox: 0.0761 loss_mask: 0.2109 2022/11/01 15:02:11 - mmengine - INFO - Epoch(train) [136][45/125] lr: 2.0000e-04 eta: 0:21:10 time: 0.4720 data_time: 0.1269 memory: 9226 loss: 0.3124 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0029 loss_cls: 0.0499 acc: 98.0225 loss_bbox: 0.0757 loss_mask: 0.1816 2022/11/01 15:02:13 - mmengine - INFO - Epoch(train) [136][50/125] lr: 2.0000e-04 eta: 0:21:06 time: 0.4335 data_time: 0.1136 memory: 8997 loss: 0.3126 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0027 loss_cls: 0.0498 acc: 98.1689 loss_bbox: 0.0711 loss_mask: 0.1862 2022/11/01 15:02:15 - mmengine - INFO - Epoch(train) [136][55/125] lr: 2.0000e-04 eta: 0:21:06 time: 0.4108 data_time: 0.1021 memory: 9481 loss: 0.3400 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0035 loss_cls: 0.0587 acc: 96.3379 loss_bbox: 0.0824 loss_mask: 0.1912 2022/11/01 15:02:17 - mmengine - INFO - Epoch(train) [136][60/125] lr: 2.0000e-04 eta: 0:21:02 time: 0.3991 data_time: 0.0988 memory: 9160 loss: 0.3438 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0038 loss_cls: 0.0604 acc: 98.3398 loss_bbox: 0.0819 loss_mask: 0.1920 2022/11/01 15:02:19 - mmengine - INFO - Epoch(train) [136][65/125] lr: 2.0000e-04 eta: 0:21:02 time: 0.4172 data_time: 0.1098 memory: 9683 loss: 0.3388 loss_rpn_cls: 0.0064 loss_rpn_bbox: 0.0034 loss_cls: 0.0595 acc: 97.9980 loss_bbox: 0.0727 loss_mask: 0.1969 2022/11/01 15:02:21 - mmengine - INFO - Epoch(train) [136][70/125] lr: 2.0000e-04 eta: 0:20:57 time: 0.4197 data_time: 0.1074 memory: 9128 loss: 0.3245 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0030 loss_cls: 0.0558 acc: 98.3643 loss_bbox: 0.0743 loss_mask: 0.1872 2022/11/01 15:02:23 - mmengine - INFO - Epoch(train) [136][75/125] lr: 2.0000e-04 eta: 0:20:57 time: 0.3834 data_time: 0.0861 memory: 9075 loss: 0.2988 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0030 loss_cls: 0.0486 acc: 97.9736 loss_bbox: 0.0683 loss_mask: 0.1763 2022/11/01 15:02:25 - mmengine - INFO - Epoch(train) [136][80/125] lr: 2.0000e-04 eta: 0:20:53 time: 0.3630 data_time: 0.0692 memory: 9229 loss: 0.3135 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0033 loss_cls: 0.0519 acc: 97.5342 loss_bbox: 0.0729 loss_mask: 0.1827 2022/11/01 15:02:27 - mmengine - INFO - Epoch(train) [136][85/125] lr: 2.0000e-04 eta: 0:20:53 time: 0.3967 data_time: 0.1004 memory: 9585 loss: 0.3202 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0498 acc: 96.8506 loss_bbox: 0.0711 loss_mask: 0.1924 2022/11/01 15:02:29 - mmengine - INFO - Epoch(train) [136][90/125] lr: 2.0000e-04 eta: 0:20:49 time: 0.4139 data_time: 0.1157 memory: 9474 loss: 0.3457 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0038 loss_cls: 0.0607 acc: 97.9980 loss_bbox: 0.0780 loss_mask: 0.1993 2022/11/01 15:02:31 - mmengine - INFO - Epoch(train) [136][95/125] lr: 2.0000e-04 eta: 0:20:49 time: 0.3815 data_time: 0.0874 memory: 8813 loss: 0.3229 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0031 loss_cls: 0.0580 acc: 99.2432 loss_bbox: 0.0708 loss_mask: 0.1883 2022/11/01 15:02:33 - mmengine - INFO - Epoch(train) [136][100/125] lr: 2.0000e-04 eta: 0:20:45 time: 0.3733 data_time: 0.0752 memory: 9108 loss: 0.2980 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0023 loss_cls: 0.0500 acc: 98.7305 loss_bbox: 0.0581 loss_mask: 0.1852 2022/11/01 15:02:35 - mmengine - INFO - Epoch(train) [136][105/125] lr: 2.0000e-04 eta: 0:20:45 time: 0.4238 data_time: 0.0962 memory: 9542 loss: 0.3119 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0025 loss_cls: 0.0517 acc: 99.3652 loss_bbox: 0.0644 loss_mask: 0.1905 2022/11/01 15:02:37 - mmengine - INFO - Epoch(train) [136][110/125] lr: 2.0000e-04 eta: 0:20:41 time: 0.4481 data_time: 0.1246 memory: 9644 loss: 0.3388 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0046 loss_cls: 0.0574 acc: 97.7539 loss_bbox: 0.0826 loss_mask: 0.1902 2022/11/01 15:02:39 - mmengine - INFO - Epoch(train) [136][115/125] lr: 2.0000e-04 eta: 0:20:41 time: 0.4196 data_time: 0.1154 memory: 9337 loss: 0.3523 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0048 loss_cls: 0.0610 acc: 98.3887 loss_bbox: 0.0904 loss_mask: 0.1920 2022/11/01 15:02:41 - mmengine - INFO - Epoch(train) [136][120/125] lr: 2.0000e-04 eta: 0:20:37 time: 0.3983 data_time: 0.0909 memory: 9298 loss: 0.3383 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0033 loss_cls: 0.0588 acc: 96.8994 loss_bbox: 0.0828 loss_mask: 0.1904 2022/11/01 15:02:43 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:02:43 - mmengine - INFO - Epoch(train) [136][125/125] lr: 2.0000e-04 eta: 0:20:37 time: 0.3720 data_time: 0.0695 memory: 9601 loss: 0.3443 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0035 loss_cls: 0.0631 acc: 97.0703 loss_bbox: 0.0888 loss_mask: 0.1856 2022/11/01 15:02:46 - mmengine - INFO - Epoch(train) [137][5/125] lr: 2.0000e-04 eta: 0:20:37 time: 0.4966 data_time: 0.1541 memory: 9190 loss: 0.3121 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0034 loss_cls: 0.0535 acc: 98.3643 loss_bbox: 0.0778 loss_mask: 0.1745 2022/11/01 15:02:48 - mmengine - INFO - Epoch(train) [137][10/125] lr: 2.0000e-04 eta: 0:20:30 time: 0.5150 data_time: 0.1649 memory: 9543 loss: 0.3082 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0035 loss_cls: 0.0503 acc: 98.2910 loss_bbox: 0.0750 loss_mask: 0.1760 2022/11/01 15:02:50 - mmengine - INFO - Epoch(train) [137][15/125] lr: 2.0000e-04 eta: 0:20:30 time: 0.3913 data_time: 0.0863 memory: 9627 loss: 0.3475 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0041 loss_cls: 0.0595 acc: 97.7539 loss_bbox: 0.0838 loss_mask: 0.1953 2022/11/01 15:02:52 - mmengine - INFO - Epoch(train) [137][20/125] lr: 2.0000e-04 eta: 0:20:26 time: 0.3905 data_time: 0.0972 memory: 9016 loss: 0.3227 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0520 acc: 99.0234 loss_bbox: 0.0736 loss_mask: 0.1902 2022/11/01 15:02:54 - mmengine - INFO - Epoch(train) [137][25/125] lr: 2.0000e-04 eta: 0:20:26 time: 0.4041 data_time: 0.1138 memory: 9501 loss: 0.3156 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0029 loss_cls: 0.0516 acc: 98.3398 loss_bbox: 0.0705 loss_mask: 0.1874 2022/11/01 15:02:56 - mmengine - INFO - Epoch(train) [137][30/125] lr: 2.0000e-04 eta: 0:20:22 time: 0.4025 data_time: 0.1082 memory: 9380 loss: 0.3498 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0037 loss_cls: 0.0585 acc: 98.5107 loss_bbox: 0.0806 loss_mask: 0.2030 2022/11/01 15:02:58 - mmengine - INFO - Epoch(train) [137][35/125] lr: 2.0000e-04 eta: 0:20:22 time: 0.3889 data_time: 0.0845 memory: 8855 loss: 0.3191 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0029 loss_cls: 0.0507 acc: 98.9502 loss_bbox: 0.0655 loss_mask: 0.1962 2022/11/01 15:03:00 - mmengine - INFO - Epoch(train) [137][40/125] lr: 2.0000e-04 eta: 0:20:18 time: 0.4038 data_time: 0.0934 memory: 9079 loss: 0.3084 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0024 loss_cls: 0.0498 acc: 97.9736 loss_bbox: 0.0565 loss_mask: 0.1954 2022/11/01 15:03:03 - mmengine - INFO - Epoch(train) [137][45/125] lr: 2.0000e-04 eta: 0:20:18 time: 0.4396 data_time: 0.1158 memory: 10745 loss: 0.3340 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0028 loss_cls: 0.0579 acc: 97.8027 loss_bbox: 0.0765 loss_mask: 0.1933 2022/11/01 15:03:04 - mmengine - INFO - Epoch(train) [137][50/125] lr: 2.0000e-04 eta: 0:20:14 time: 0.4251 data_time: 0.1076 memory: 9049 loss: 0.3293 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0027 loss_cls: 0.0568 acc: 97.8027 loss_bbox: 0.0787 loss_mask: 0.1878 2022/11/01 15:03:07 - mmengine - INFO - Epoch(train) [137][55/125] lr: 2.0000e-04 eta: 0:20:14 time: 0.4060 data_time: 0.1061 memory: 9154 loss: 0.3095 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0025 loss_cls: 0.0505 acc: 98.0469 loss_bbox: 0.0644 loss_mask: 0.1880 2022/11/01 15:03:09 - mmengine - INFO - Epoch(train) [137][60/125] lr: 2.0000e-04 eta: 0:20:10 time: 0.4163 data_time: 0.1105 memory: 9291 loss: 0.3434 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0038 loss_cls: 0.0631 acc: 98.1934 loss_bbox: 0.0785 loss_mask: 0.1937 2022/11/01 15:03:11 - mmengine - INFO - Epoch(train) [137][65/125] lr: 2.0000e-04 eta: 0:20:10 time: 0.4085 data_time: 0.0991 memory: 9200 loss: 0.3713 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0045 loss_cls: 0.0719 acc: 97.3389 loss_bbox: 0.0935 loss_mask: 0.1975 2022/11/01 15:03:13 - mmengine - INFO - Epoch(train) [137][70/125] lr: 2.0000e-04 eta: 0:20:06 time: 0.3962 data_time: 0.0884 memory: 8908 loss: 0.3379 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0033 loss_cls: 0.0590 acc: 98.2178 loss_bbox: 0.0761 loss_mask: 0.1956 2022/11/01 15:03:15 - mmengine - INFO - Epoch(train) [137][75/125] lr: 2.0000e-04 eta: 0:20:06 time: 0.4353 data_time: 0.1188 memory: 9696 loss: 0.3335 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0030 loss_cls: 0.0593 acc: 97.3633 loss_bbox: 0.0733 loss_mask: 0.1943 2022/11/01 15:03:17 - mmengine - INFO - Epoch(train) [137][80/125] lr: 2.0000e-04 eta: 0:20:02 time: 0.4469 data_time: 0.1351 memory: 9647 loss: 0.3704 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0041 loss_cls: 0.0739 acc: 99.6338 loss_bbox: 0.0912 loss_mask: 0.1969 2022/11/01 15:03:19 - mmengine - INFO - Epoch(train) [137][85/125] lr: 2.0000e-04 eta: 0:20:02 time: 0.4054 data_time: 0.1132 memory: 9425 loss: 0.3783 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0048 loss_cls: 0.0749 acc: 95.5566 loss_bbox: 0.0947 loss_mask: 0.1989 2022/11/01 15:03:21 - mmengine - INFO - Epoch(train) [137][90/125] lr: 2.0000e-04 eta: 0:19:57 time: 0.3828 data_time: 0.0988 memory: 9095 loss: 0.3472 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0039 loss_cls: 0.0636 acc: 97.4365 loss_bbox: 0.0845 loss_mask: 0.1912 2022/11/01 15:03:23 - mmengine - INFO - Epoch(train) [137][95/125] lr: 2.0000e-04 eta: 0:19:57 time: 0.3833 data_time: 0.0884 memory: 9529 loss: 0.3460 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0041 loss_cls: 0.0597 acc: 98.5352 loss_bbox: 0.0836 loss_mask: 0.1932 2022/11/01 15:03:25 - mmengine - INFO - Epoch(train) [137][100/125] lr: 2.0000e-04 eta: 0:19:53 time: 0.4105 data_time: 0.1038 memory: 8732 loss: 0.3196 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0034 loss_cls: 0.0567 acc: 97.6074 loss_bbox: 0.0683 loss_mask: 0.1863 2022/11/01 15:03:27 - mmengine - INFO - Epoch(train) [137][105/125] lr: 2.0000e-04 eta: 0:19:53 time: 0.4130 data_time: 0.1110 memory: 9314 loss: 0.3045 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0025 loss_cls: 0.0534 acc: 97.2412 loss_bbox: 0.0637 loss_mask: 0.1818 2022/11/01 15:03:29 - mmengine - INFO - Epoch(train) [137][110/125] lr: 2.0000e-04 eta: 0:19:49 time: 0.3958 data_time: 0.0991 memory: 9101 loss: 0.3213 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0035 loss_cls: 0.0519 acc: 98.9258 loss_bbox: 0.0726 loss_mask: 0.1882 2022/11/01 15:03:31 - mmengine - INFO - Epoch(train) [137][115/125] lr: 2.0000e-04 eta: 0:19:49 time: 0.3884 data_time: 0.1005 memory: 9069 loss: 0.3152 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0034 loss_cls: 0.0496 acc: 99.0967 loss_bbox: 0.0653 loss_mask: 0.1918 2022/11/01 15:03:33 - mmengine - INFO - Epoch(train) [137][120/125] lr: 2.0000e-04 eta: 0:19:45 time: 0.3962 data_time: 0.1146 memory: 9608 loss: 0.3303 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0035 loss_cls: 0.0552 acc: 98.0225 loss_bbox: 0.0774 loss_mask: 0.1911 2022/11/01 15:03:35 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:03:35 - mmengine - INFO - Epoch(train) [137][125/125] lr: 2.0000e-04 eta: 0:19:45 time: 0.3578 data_time: 0.0746 memory: 9246 loss: 0.3393 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0038 loss_cls: 0.0593 acc: 96.3379 loss_bbox: 0.0836 loss_mask: 0.1896 2022/11/01 15:03:37 - mmengine - INFO - Epoch(train) [138][5/125] lr: 2.0000e-04 eta: 0:19:45 time: 0.4195 data_time: 0.1327 memory: 9203 loss: 0.3322 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0034 loss_cls: 0.0576 acc: 98.2910 loss_bbox: 0.0766 loss_mask: 0.1903 2022/11/01 15:03:39 - mmengine - INFO - Epoch(train) [138][10/125] lr: 2.0000e-04 eta: 0:19:38 time: 0.4356 data_time: 0.1434 memory: 8994 loss: 0.3066 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0026 loss_cls: 0.0504 acc: 97.2900 loss_bbox: 0.0663 loss_mask: 0.1829 2022/11/01 15:03:41 - mmengine - INFO - Epoch(train) [138][15/125] lr: 2.0000e-04 eta: 0:19:38 time: 0.3596 data_time: 0.0573 memory: 9555 loss: 0.3398 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0035 loss_cls: 0.0609 acc: 98.2422 loss_bbox: 0.0796 loss_mask: 0.1920 2022/11/01 15:03:43 - mmengine - INFO - Epoch(train) [138][20/125] lr: 2.0000e-04 eta: 0:19:34 time: 0.3669 data_time: 0.0790 memory: 8984 loss: 0.3547 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0038 loss_cls: 0.0599 acc: 97.6807 loss_bbox: 0.0777 loss_mask: 0.2087 2022/11/01 15:03:45 - mmengine - INFO - Epoch(train) [138][25/125] lr: 2.0000e-04 eta: 0:19:34 time: 0.4092 data_time: 0.1325 memory: 9650 loss: 0.3268 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0030 loss_cls: 0.0496 acc: 98.4863 loss_bbox: 0.0637 loss_mask: 0.2045 2022/11/01 15:03:47 - mmengine - INFO - Epoch(train) [138][30/125] lr: 2.0000e-04 eta: 0:19:30 time: 0.4226 data_time: 0.1308 memory: 9488 loss: 0.3588 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0040 loss_cls: 0.0626 acc: 97.3145 loss_bbox: 0.0849 loss_mask: 0.2020 2022/11/01 15:03:49 - mmengine - INFO - Epoch(train) [138][35/125] lr: 2.0000e-04 eta: 0:19:30 time: 0.3795 data_time: 0.0851 memory: 9232 loss: 0.3592 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0042 loss_cls: 0.0639 acc: 98.3398 loss_bbox: 0.0885 loss_mask: 0.1981 2022/11/01 15:03:51 - mmengine - INFO - Epoch(train) [138][40/125] lr: 2.0000e-04 eta: 0:19:26 time: 0.3974 data_time: 0.0967 memory: 9246 loss: 0.3163 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0032 loss_cls: 0.0510 acc: 98.1201 loss_bbox: 0.0717 loss_mask: 0.1862 2022/11/01 15:03:53 - mmengine - INFO - Epoch(train) [138][45/125] lr: 2.0000e-04 eta: 0:19:26 time: 0.4470 data_time: 0.1329 memory: 9121 loss: 0.3092 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0031 loss_cls: 0.0507 acc: 98.3643 loss_bbox: 0.0705 loss_mask: 0.1804 2022/11/01 15:03:55 - mmengine - INFO - Epoch(train) [138][50/125] lr: 2.0000e-04 eta: 0:19:22 time: 0.4245 data_time: 0.1221 memory: 9383 loss: 0.3009 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0028 loss_cls: 0.0490 acc: 98.5840 loss_bbox: 0.0682 loss_mask: 0.1772 2022/11/01 15:03:57 - mmengine - INFO - Epoch(train) [138][55/125] lr: 2.0000e-04 eta: 0:19:22 time: 0.4089 data_time: 0.1157 memory: 9546 loss: 0.3090 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0031 loss_cls: 0.0479 acc: 96.7285 loss_bbox: 0.0723 loss_mask: 0.1833 2022/11/01 15:04:00 - mmengine - INFO - Epoch(train) [138][60/125] lr: 2.0000e-04 eta: 0:19:18 time: 0.4858 data_time: 0.1624 memory: 9311 loss: 0.3740 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0046 loss_cls: 0.0665 acc: 96.6064 loss_bbox: 0.0967 loss_mask: 0.2013 2022/11/01 15:04:02 - mmengine - INFO - Epoch(train) [138][65/125] lr: 2.0000e-04 eta: 0:19:18 time: 0.4633 data_time: 0.1409 memory: 9340 loss: 0.3490 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0040 loss_cls: 0.0620 acc: 97.5342 loss_bbox: 0.0842 loss_mask: 0.1927 2022/11/01 15:04:04 - mmengine - INFO - Epoch(train) [138][70/125] lr: 2.0000e-04 eta: 0:19:14 time: 0.3908 data_time: 0.0987 memory: 8810 loss: 0.2930 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0025 loss_cls: 0.0462 acc: 98.2910 loss_bbox: 0.0602 loss_mask: 0.1795 2022/11/01 15:04:06 - mmengine - INFO - Epoch(train) [138][75/125] lr: 2.0000e-04 eta: 0:19:14 time: 0.3848 data_time: 0.0960 memory: 9660 loss: 0.3294 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0035 loss_cls: 0.0531 acc: 97.1436 loss_bbox: 0.0704 loss_mask: 0.1986 2022/11/01 15:04:08 - mmengine - INFO - Epoch(train) [138][80/125] lr: 2.0000e-04 eta: 0:19:10 time: 0.3997 data_time: 0.1151 memory: 9370 loss: 0.3437 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0042 loss_cls: 0.0560 acc: 99.2920 loss_bbox: 0.0807 loss_mask: 0.1985 2022/11/01 15:04:10 - mmengine - INFO - Epoch(train) [138][85/125] lr: 2.0000e-04 eta: 0:19:10 time: 0.4126 data_time: 0.1300 memory: 9412 loss: 0.3315 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0036 loss_cls: 0.0542 acc: 99.3652 loss_bbox: 0.0745 loss_mask: 0.1946 2022/11/01 15:04:12 - mmengine - INFO - Epoch(train) [138][90/125] lr: 2.0000e-04 eta: 0:19:05 time: 0.3874 data_time: 0.1085 memory: 8820 loss: 0.3347 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0032 loss_cls: 0.0524 acc: 97.3145 loss_bbox: 0.0667 loss_mask: 0.2078 2022/11/01 15:04:14 - mmengine - INFO - Epoch(train) [138][95/125] lr: 2.0000e-04 eta: 0:19:05 time: 0.3712 data_time: 0.0901 memory: 9462 loss: 0.3550 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0045 loss_cls: 0.0587 acc: 97.5342 loss_bbox: 0.0814 loss_mask: 0.2058 2022/11/01 15:04:16 - mmengine - INFO - Epoch(train) [138][100/125] lr: 2.0000e-04 eta: 0:19:01 time: 0.3859 data_time: 0.1004 memory: 8888 loss: 0.3230 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0040 loss_cls: 0.0528 acc: 98.5107 loss_bbox: 0.0750 loss_mask: 0.1877 2022/11/01 15:04:18 - mmengine - INFO - Epoch(train) [138][105/125] lr: 2.0000e-04 eta: 0:19:01 time: 0.4210 data_time: 0.1339 memory: 9366 loss: 0.3100 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0032 loss_cls: 0.0504 acc: 98.4619 loss_bbox: 0.0683 loss_mask: 0.1854 2022/11/01 15:04:20 - mmengine - INFO - Epoch(train) [138][110/125] lr: 2.0000e-04 eta: 0:18:57 time: 0.4079 data_time: 0.1170 memory: 9621 loss: 0.3546 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0043 loss_cls: 0.0609 acc: 97.4854 loss_bbox: 0.0885 loss_mask: 0.1970 2022/11/01 15:04:22 - mmengine - INFO - Epoch(train) [138][115/125] lr: 2.0000e-04 eta: 0:18:57 time: 0.3877 data_time: 0.0952 memory: 9578 loss: 0.3529 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0049 loss_cls: 0.0598 acc: 97.9736 loss_bbox: 0.0871 loss_mask: 0.1969 2022/11/01 15:04:24 - mmengine - INFO - Epoch(train) [138][120/125] lr: 2.0000e-04 eta: 0:18:53 time: 0.3933 data_time: 0.0969 memory: 9304 loss: 0.3259 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0040 loss_cls: 0.0594 acc: 97.7295 loss_bbox: 0.0747 loss_mask: 0.1848 2022/11/01 15:04:25 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:04:25 - mmengine - INFO - Epoch(train) [138][125/125] lr: 2.0000e-04 eta: 0:18:53 time: 0.3748 data_time: 0.0790 memory: 8947 loss: 0.3081 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0030 loss_cls: 0.0585 acc: 96.7041 loss_bbox: 0.0668 loss_mask: 0.1768 2022/11/01 15:04:28 - mmengine - INFO - Epoch(train) [139][5/125] lr: 2.0000e-04 eta: 0:18:53 time: 0.4309 data_time: 0.1289 memory: 9158 loss: 0.3227 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0034 loss_cls: 0.0593 acc: 96.6797 loss_bbox: 0.0662 loss_mask: 0.1886 2022/11/01 15:04:30 - mmengine - INFO - Epoch(train) [139][10/125] lr: 2.0000e-04 eta: 0:18:47 time: 0.4711 data_time: 0.1298 memory: 9222 loss: 0.2887 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0026 loss_cls: 0.0489 acc: 98.6816 loss_bbox: 0.0600 loss_mask: 0.1732 2022/11/01 15:04:32 - mmengine - INFO - Epoch(train) [139][15/125] lr: 2.0000e-04 eta: 0:18:47 time: 0.4312 data_time: 0.0790 memory: 9118 loss: 0.2841 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0027 loss_cls: 0.0436 acc: 98.1934 loss_bbox: 0.0642 loss_mask: 0.1712 2022/11/01 15:04:34 - mmengine - INFO - Epoch(train) [139][20/125] lr: 2.0000e-04 eta: 0:18:43 time: 0.4180 data_time: 0.0902 memory: 9173 loss: 0.3591 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0038 loss_cls: 0.0610 acc: 97.8271 loss_bbox: 0.0871 loss_mask: 0.2035 2022/11/01 15:04:37 - mmengine - INFO - Epoch(train) [139][25/125] lr: 2.0000e-04 eta: 0:18:43 time: 0.4947 data_time: 0.1626 memory: 9269 loss: 0.3395 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0553 acc: 96.2402 loss_bbox: 0.0754 loss_mask: 0.2020 2022/11/01 15:04:39 - mmengine - INFO - Epoch(train) [139][30/125] lr: 2.0000e-04 eta: 0:18:39 time: 0.4982 data_time: 0.1650 memory: 9808 loss: 0.3387 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0035 loss_cls: 0.0612 acc: 97.6074 loss_bbox: 0.0788 loss_mask: 0.1918 2022/11/01 15:04:41 - mmengine - INFO - Epoch(train) [139][35/125] lr: 2.0000e-04 eta: 0:18:39 time: 0.3900 data_time: 0.0774 memory: 9511 loss: 0.3782 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0045 loss_cls: 0.0701 acc: 98.8281 loss_bbox: 0.0950 loss_mask: 0.2034 2022/11/01 15:04:43 - mmengine - INFO - Epoch(train) [139][40/125] lr: 2.0000e-04 eta: 0:18:34 time: 0.4101 data_time: 0.1203 memory: 9171 loss: 0.3149 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0031 loss_cls: 0.0453 acc: 96.6064 loss_bbox: 0.0683 loss_mask: 0.1945 2022/11/01 15:04:46 - mmengine - INFO - Epoch(train) [139][45/125] lr: 2.0000e-04 eta: 0:18:34 time: 0.4523 data_time: 0.1599 memory: 9532 loss: 0.3169 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0034 loss_cls: 0.0589 acc: 98.5107 loss_bbox: 0.0700 loss_mask: 0.1810 2022/11/01 15:04:47 - mmengine - INFO - Epoch(train) [139][50/125] lr: 2.0000e-04 eta: 0:18:30 time: 0.4047 data_time: 0.1025 memory: 8875 loss: 0.3235 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0034 loss_cls: 0.0608 acc: 97.9248 loss_bbox: 0.0676 loss_mask: 0.1877 2022/11/01 15:04:49 - mmengine - INFO - Epoch(train) [139][55/125] lr: 2.0000e-04 eta: 0:18:30 time: 0.3845 data_time: 0.0774 memory: 9487 loss: 0.3061 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0026 loss_cls: 0.0479 acc: 97.3389 loss_bbox: 0.0653 loss_mask: 0.1876 2022/11/01 15:04:51 - mmengine - INFO - Epoch(train) [139][60/125] lr: 2.0000e-04 eta: 0:18:26 time: 0.3938 data_time: 0.0920 memory: 9396 loss: 0.3354 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0037 loss_cls: 0.0551 acc: 98.0957 loss_bbox: 0.0789 loss_mask: 0.1948 2022/11/01 15:04:53 - mmengine - INFO - Epoch(train) [139][65/125] lr: 2.0000e-04 eta: 0:18:26 time: 0.4014 data_time: 0.1109 memory: 9186 loss: 0.3205 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0032 loss_cls: 0.0499 acc: 99.0723 loss_bbox: 0.0712 loss_mask: 0.1934 2022/11/01 15:04:55 - mmengine - INFO - Epoch(train) [139][70/125] lr: 2.0000e-04 eta: 0:18:22 time: 0.4114 data_time: 0.1272 memory: 9158 loss: 0.2948 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0024 loss_cls: 0.0448 acc: 98.5840 loss_bbox: 0.0574 loss_mask: 0.1862 2022/11/01 15:04:57 - mmengine - INFO - Epoch(train) [139][75/125] lr: 2.0000e-04 eta: 0:18:22 time: 0.4096 data_time: 0.1233 memory: 9761 loss: 0.3299 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0040 loss_cls: 0.0551 acc: 96.7041 loss_bbox: 0.0743 loss_mask: 0.1903 2022/11/01 15:05:00 - mmengine - INFO - Epoch(train) [139][80/125] lr: 2.0000e-04 eta: 0:18:18 time: 0.4150 data_time: 0.1207 memory: 9268 loss: 0.3458 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0051 loss_cls: 0.0603 acc: 96.3867 loss_bbox: 0.0891 loss_mask: 0.1856 2022/11/01 15:05:02 - mmengine - INFO - Epoch(train) [139][85/125] lr: 2.0000e-04 eta: 0:18:18 time: 0.4343 data_time: 0.1302 memory: 9275 loss: 0.3425 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0042 loss_cls: 0.0610 acc: 98.5596 loss_bbox: 0.0820 loss_mask: 0.1907 2022/11/01 15:05:04 - mmengine - INFO - Epoch(train) [139][90/125] lr: 2.0000e-04 eta: 0:18:14 time: 0.4273 data_time: 0.1198 memory: 9043 loss: 0.3339 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0030 loss_cls: 0.0551 acc: 98.9014 loss_bbox: 0.0693 loss_mask: 0.2028 2022/11/01 15:05:06 - mmengine - INFO - Epoch(train) [139][95/125] lr: 2.0000e-04 eta: 0:18:14 time: 0.4109 data_time: 0.1096 memory: 9275 loss: 0.3367 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0029 loss_cls: 0.0572 acc: 96.9238 loss_bbox: 0.0715 loss_mask: 0.2020 2022/11/01 15:05:08 - mmengine - INFO - Epoch(train) [139][100/125] lr: 2.0000e-04 eta: 0:18:10 time: 0.4384 data_time: 0.1345 memory: 9751 loss: 0.3666 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0045 loss_cls: 0.0723 acc: 96.8506 loss_bbox: 0.0939 loss_mask: 0.1911 2022/11/01 15:05:11 - mmengine - INFO - Epoch(train) [139][105/125] lr: 2.0000e-04 eta: 0:18:10 time: 0.4973 data_time: 0.1636 memory: 9376 loss: 0.3649 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0048 loss_cls: 0.0686 acc: 96.2646 loss_bbox: 0.0950 loss_mask: 0.1916 2022/11/01 15:05:13 - mmengine - INFO - Epoch(train) [139][110/125] lr: 2.0000e-04 eta: 0:18:06 time: 0.4802 data_time: 0.1512 memory: 9751 loss: 0.3598 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0040 loss_cls: 0.0634 acc: 98.4863 loss_bbox: 0.0836 loss_mask: 0.2046 2022/11/01 15:05:15 - mmengine - INFO - Epoch(train) [139][115/125] lr: 2.0000e-04 eta: 0:18:06 time: 0.4478 data_time: 0.1122 memory: 9118 loss: 0.3598 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0043 loss_cls: 0.0666 acc: 95.8496 loss_bbox: 0.0830 loss_mask: 0.2000 2022/11/01 15:05:18 - mmengine - INFO - Epoch(train) [139][120/125] lr: 2.0000e-04 eta: 0:18:02 time: 0.4533 data_time: 0.0993 memory: 9000 loss: 0.3279 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0038 loss_cls: 0.0537 acc: 99.2188 loss_bbox: 0.0723 loss_mask: 0.1928 2022/11/01 15:05:19 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:05:19 - mmengine - INFO - Epoch(train) [139][125/125] lr: 2.0000e-04 eta: 0:18:02 time: 0.4035 data_time: 0.0721 memory: 9180 loss: 0.3198 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0033 loss_cls: 0.0493 acc: 98.3154 loss_bbox: 0.0686 loss_mask: 0.1951 2022/11/01 15:05:22 - mmengine - INFO - Epoch(train) [140][5/125] lr: 2.0000e-04 eta: 0:18:02 time: 0.4246 data_time: 0.1143 memory: 9085 loss: 0.3417 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0034 loss_cls: 0.0609 acc: 96.8750 loss_bbox: 0.0782 loss_mask: 0.1954 2022/11/01 15:05:24 - mmengine - INFO - Epoch(train) [140][10/125] lr: 2.0000e-04 eta: 0:17:55 time: 0.4284 data_time: 0.1288 memory: 9298 loss: 0.3181 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0029 loss_cls: 0.0555 acc: 98.1689 loss_bbox: 0.0726 loss_mask: 0.1842 2022/11/01 15:05:26 - mmengine - INFO - Epoch(train) [140][15/125] lr: 2.0000e-04 eta: 0:17:55 time: 0.4097 data_time: 0.0870 memory: 9141 loss: 0.3169 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0032 loss_cls: 0.0535 acc: 98.8770 loss_bbox: 0.0713 loss_mask: 0.1852 2022/11/01 15:05:28 - mmengine - INFO - Epoch(train) [140][20/125] lr: 2.0000e-04 eta: 0:17:51 time: 0.4350 data_time: 0.1082 memory: 9389 loss: 0.3474 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0045 loss_cls: 0.0630 acc: 95.7764 loss_bbox: 0.0837 loss_mask: 0.1916 2022/11/01 15:05:30 - mmengine - INFO - Epoch(train) [140][25/125] lr: 2.0000e-04 eta: 0:17:51 time: 0.4297 data_time: 0.1135 memory: 9131 loss: 0.3403 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0043 loss_cls: 0.0639 acc: 98.7549 loss_bbox: 0.0854 loss_mask: 0.1829 2022/11/01 15:05:32 - mmengine - INFO - Epoch(train) [140][30/125] lr: 2.0000e-04 eta: 0:17:47 time: 0.3963 data_time: 0.0936 memory: 8940 loss: 0.3426 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0032 loss_cls: 0.0571 acc: 96.7773 loss_bbox: 0.0676 loss_mask: 0.2100 2022/11/01 15:05:34 - mmengine - INFO - Epoch(train) [140][35/125] lr: 2.0000e-04 eta: 0:17:47 time: 0.3789 data_time: 0.0950 memory: 9160 loss: 0.3460 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0032 loss_cls: 0.0560 acc: 97.7295 loss_bbox: 0.0680 loss_mask: 0.2144 2022/11/01 15:05:36 - mmengine - INFO - Epoch(train) [140][40/125] lr: 2.0000e-04 eta: 0:17:43 time: 0.4274 data_time: 0.1187 memory: 10644 loss: 0.3396 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0040 loss_cls: 0.0636 acc: 98.1445 loss_bbox: 0.0769 loss_mask: 0.1916 2022/11/01 15:05:39 - mmengine - INFO - Epoch(train) [140][45/125] lr: 2.0000e-04 eta: 0:17:43 time: 0.4720 data_time: 0.1534 memory: 9627 loss: 0.3673 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0042 loss_cls: 0.0729 acc: 98.2422 loss_bbox: 0.0875 loss_mask: 0.1988 2022/11/01 15:05:40 - mmengine - INFO - Epoch(train) [140][50/125] lr: 2.0000e-04 eta: 0:17:39 time: 0.4186 data_time: 0.1243 memory: 9462 loss: 0.3665 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0039 loss_cls: 0.0712 acc: 98.7793 loss_bbox: 0.0919 loss_mask: 0.1959 2022/11/01 15:05:42 - mmengine - INFO - Epoch(train) [140][55/125] lr: 2.0000e-04 eta: 0:17:39 time: 0.3625 data_time: 0.0781 memory: 9353 loss: 0.3347 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0036 loss_cls: 0.0598 acc: 99.0723 loss_bbox: 0.0793 loss_mask: 0.1892 2022/11/01 15:05:44 - mmengine - INFO - Epoch(train) [140][60/125] lr: 2.0000e-04 eta: 0:17:35 time: 0.3931 data_time: 0.1053 memory: 9343 loss: 0.3530 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0039 loss_cls: 0.0637 acc: 97.7051 loss_bbox: 0.0869 loss_mask: 0.1956 2022/11/01 15:05:47 - mmengine - INFO - Epoch(train) [140][65/125] lr: 2.0000e-04 eta: 0:17:35 time: 0.4520 data_time: 0.1595 memory: 9363 loss: 0.3822 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0054 loss_cls: 0.0730 acc: 96.3867 loss_bbox: 0.0985 loss_mask: 0.2009 2022/11/01 15:05:49 - mmengine - INFO - Epoch(train) [140][70/125] lr: 2.0000e-04 eta: 0:17:31 time: 0.4585 data_time: 0.1591 memory: 9131 loss: 0.3483 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0049 loss_cls: 0.0660 acc: 96.9482 loss_bbox: 0.0829 loss_mask: 0.1896 2022/11/01 15:05:51 - mmengine - INFO - Epoch(train) [140][75/125] lr: 2.0000e-04 eta: 0:17:31 time: 0.4402 data_time: 0.1033 memory: 9445 loss: 0.3400 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0042 loss_cls: 0.0636 acc: 96.9238 loss_bbox: 0.0814 loss_mask: 0.1858 2022/11/01 15:05:53 - mmengine - INFO - Epoch(train) [140][80/125] lr: 2.0000e-04 eta: 0:17:27 time: 0.4473 data_time: 0.1067 memory: 9059 loss: 0.3269 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0034 loss_cls: 0.0563 acc: 98.2178 loss_bbox: 0.0782 loss_mask: 0.1856 2022/11/01 15:05:56 - mmengine - INFO - Epoch(train) [140][85/125] lr: 2.0000e-04 eta: 0:17:27 time: 0.4374 data_time: 0.1357 memory: 8940 loss: 0.2960 loss_rpn_cls: 0.0020 loss_rpn_bbox: 0.0025 loss_cls: 0.0440 acc: 98.1445 loss_bbox: 0.0624 loss_mask: 0.1852 2022/11/01 15:05:58 - mmengine - INFO - Epoch(train) [140][90/125] lr: 2.0000e-04 eta: 0:17:23 time: 0.4318 data_time: 0.1379 memory: 9174 loss: 0.3236 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0030 loss_cls: 0.0508 acc: 98.3398 loss_bbox: 0.0722 loss_mask: 0.1943 2022/11/01 15:06:00 - mmengine - INFO - Epoch(train) [140][95/125] lr: 2.0000e-04 eta: 0:17:23 time: 0.4100 data_time: 0.1080 memory: 9514 loss: 0.3486 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0037 loss_cls: 0.0652 acc: 97.8516 loss_bbox: 0.0898 loss_mask: 0.1847 2022/11/01 15:06:02 - mmengine - INFO - Epoch(train) [140][100/125] lr: 2.0000e-04 eta: 0:17:18 time: 0.3898 data_time: 0.0834 memory: 9134 loss: 0.3547 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0034 loss_cls: 0.0664 acc: 97.5342 loss_bbox: 0.0894 loss_mask: 0.1916 2022/11/01 15:06:04 - mmengine - INFO - Epoch(train) [140][105/125] lr: 2.0000e-04 eta: 0:17:18 time: 0.3887 data_time: 0.0937 memory: 9353 loss: 0.3405 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0029 loss_cls: 0.0551 acc: 96.6064 loss_bbox: 0.0775 loss_mask: 0.2020 2022/11/01 15:06:06 - mmengine - INFO - Epoch(train) [140][110/125] lr: 2.0000e-04 eta: 0:17:14 time: 0.3934 data_time: 0.1117 memory: 9049 loss: 0.3441 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0034 loss_cls: 0.0512 acc: 98.1934 loss_bbox: 0.0749 loss_mask: 0.2112 2022/11/01 15:06:08 - mmengine - INFO - Epoch(train) [140][115/125] lr: 2.0000e-04 eta: 0:17:14 time: 0.3969 data_time: 0.1125 memory: 9249 loss: 0.3529 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0048 loss_cls: 0.0588 acc: 97.3145 loss_bbox: 0.0814 loss_mask: 0.2050 2022/11/01 15:06:10 - mmengine - INFO - Epoch(train) [140][120/125] lr: 2.0000e-04 eta: 0:17:10 time: 0.3924 data_time: 0.1088 memory: 9249 loss: 0.3559 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0047 loss_cls: 0.0655 acc: 96.8506 loss_bbox: 0.0771 loss_mask: 0.2041 2022/11/01 15:06:11 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:06:11 - mmengine - INFO - Epoch(train) [140][125/125] lr: 2.0000e-04 eta: 0:17:10 time: 0.3588 data_time: 0.0765 memory: 9324 loss: 0.3450 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0036 loss_cls: 0.0580 acc: 97.6074 loss_bbox: 0.0685 loss_mask: 0.2094 2022/11/01 15:06:11 - mmengine - INFO - Saving checkpoint at 140 epochs 2022/11/01 15:06:17 - mmengine - INFO - Epoch(val) [140][5/500] eta: 0:17:10 time: 0.0723 data_time: 0.0047 memory: 1373 2022/11/01 15:06:18 - mmengine - INFO - Epoch(val) [140][10/500] eta: 0:00:36 time: 0.0745 data_time: 0.0048 memory: 1373 2022/11/01 15:06:18 - mmengine - INFO - Epoch(val) [140][15/500] eta: 0:00:36 time: 0.0637 data_time: 0.0022 memory: 1373 2022/11/01 15:06:18 - mmengine - INFO - Epoch(val) [140][20/500] eta: 0:00:31 time: 0.0653 data_time: 0.0022 memory: 1373 2022/11/01 15:06:19 - mmengine - INFO - Epoch(val) [140][25/500] eta: 0:00:31 time: 0.0654 data_time: 0.0022 memory: 1373 2022/11/01 15:06:19 - mmengine - INFO - Epoch(val) [140][30/500] eta: 0:00:32 time: 0.0684 data_time: 0.0022 memory: 1373 2022/11/01 15:06:19 - mmengine - INFO - Epoch(val) [140][35/500] eta: 0:00:32 time: 0.0737 data_time: 0.0035 memory: 1373 2022/11/01 15:06:20 - mmengine - INFO - Epoch(val) [140][40/500] eta: 0:00:34 time: 0.0753 data_time: 0.0033 memory: 1373 2022/11/01 15:06:20 - mmengine - INFO - Epoch(val) [140][45/500] eta: 0:00:34 time: 0.0748 data_time: 0.0020 memory: 1373 2022/11/01 15:06:20 - mmengine - INFO - Epoch(val) [140][50/500] eta: 0:00:31 time: 0.0698 data_time: 0.0021 memory: 1373 2022/11/01 15:06:21 - mmengine - INFO - Epoch(val) [140][55/500] eta: 0:00:31 time: 0.0672 data_time: 0.0021 memory: 1373 2022/11/01 15:06:21 - mmengine - INFO - Epoch(val) [140][60/500] eta: 0:00:28 time: 0.0654 data_time: 0.0020 memory: 1373 2022/11/01 15:06:21 - mmengine - INFO - Epoch(val) [140][65/500] eta: 0:00:28 time: 0.0704 data_time: 0.0021 memory: 1373 2022/11/01 15:06:22 - mmengine - INFO - Epoch(val) [140][70/500] eta: 0:00:31 time: 0.0729 data_time: 0.0022 memory: 1373 2022/11/01 15:06:22 - mmengine - INFO - Epoch(val) [140][75/500] eta: 0:00:31 time: 0.0663 data_time: 0.0022 memory: 1373 2022/11/01 15:06:22 - mmengine - INFO - Epoch(val) [140][80/500] eta: 0:00:25 time: 0.0609 data_time: 0.0022 memory: 1373 2022/11/01 15:06:23 - mmengine - INFO - Epoch(val) [140][85/500] eta: 0:00:25 time: 0.0596 data_time: 0.0021 memory: 1373 2022/11/01 15:06:23 - mmengine - INFO - Epoch(val) [140][90/500] eta: 0:00:27 time: 0.0659 data_time: 0.0021 memory: 1373 2022/11/01 15:06:23 - mmengine - INFO - Epoch(val) [140][95/500] eta: 0:00:27 time: 0.0687 data_time: 0.0021 memory: 1373 2022/11/01 15:06:24 - mmengine - INFO - Epoch(val) [140][100/500] eta: 0:00:26 time: 0.0652 data_time: 0.0021 memory: 1373 2022/11/01 15:06:24 - mmengine - INFO - Epoch(val) [140][105/500] eta: 0:00:26 time: 0.0647 data_time: 0.0020 memory: 1373 2022/11/01 15:06:24 - mmengine - INFO - Epoch(val) [140][110/500] eta: 0:00:25 time: 0.0644 data_time: 0.0021 memory: 1373 2022/11/01 15:06:25 - mmengine - INFO - Epoch(val) [140][115/500] eta: 0:00:25 time: 0.0655 data_time: 0.0021 memory: 1373 2022/11/01 15:06:25 - mmengine - INFO - Epoch(val) [140][120/500] eta: 0:00:25 time: 0.0683 data_time: 0.0023 memory: 1373 2022/11/01 15:06:25 - mmengine - INFO - Epoch(val) [140][125/500] eta: 0:00:25 time: 0.0748 data_time: 0.0056 memory: 1373 2022/11/01 15:06:26 - mmengine - INFO - Epoch(val) [140][130/500] eta: 0:00:31 time: 0.0839 data_time: 0.0061 memory: 1373 2022/11/01 15:06:26 - mmengine - INFO - Epoch(val) [140][135/500] eta: 0:00:31 time: 0.0905 data_time: 0.0042 memory: 1373 2022/11/01 15:06:27 - mmengine - INFO - Epoch(val) [140][140/500] eta: 0:00:32 time: 0.0897 data_time: 0.0042 memory: 1373 2022/11/01 15:06:27 - mmengine - INFO - Epoch(val) [140][145/500] eta: 0:00:32 time: 0.0893 data_time: 0.0040 memory: 1373 2022/11/01 15:06:28 - mmengine - INFO - Epoch(val) [140][150/500] eta: 0:00:31 time: 0.0909 data_time: 0.0039 memory: 1373 2022/11/01 15:06:28 - mmengine - INFO - Epoch(val) [140][155/500] eta: 0:00:31 time: 0.0927 data_time: 0.0036 memory: 1373 2022/11/01 15:06:29 - mmengine - INFO - Epoch(val) [140][160/500] eta: 0:00:29 time: 0.0873 data_time: 0.0034 memory: 1373 2022/11/01 15:06:29 - mmengine - INFO - Epoch(val) [140][165/500] eta: 0:00:29 time: 0.0813 data_time: 0.0029 memory: 1373 2022/11/01 15:06:29 - mmengine - INFO - Epoch(val) [140][170/500] eta: 0:00:25 time: 0.0783 data_time: 0.0026 memory: 1373 2022/11/01 15:06:30 - mmengine - INFO - Epoch(val) [140][175/500] eta: 0:00:25 time: 0.0691 data_time: 0.0024 memory: 1373 2022/11/01 15:06:30 - mmengine - INFO - Epoch(val) [140][180/500] eta: 0:00:21 time: 0.0677 data_time: 0.0023 memory: 1373 2022/11/01 15:06:30 - mmengine - INFO - Epoch(val) [140][185/500] eta: 0:00:21 time: 0.0720 data_time: 0.0022 memory: 1373 2022/11/01 15:06:31 - mmengine - INFO - Epoch(val) [140][190/500] eta: 0:00:22 time: 0.0740 data_time: 0.0023 memory: 1373 2022/11/01 15:06:31 - mmengine - INFO - Epoch(val) [140][195/500] eta: 0:00:22 time: 0.0696 data_time: 0.0023 memory: 1373 2022/11/01 15:06:32 - mmengine - INFO - Epoch(val) [140][200/500] eta: 0:00:24 time: 0.0816 data_time: 0.0025 memory: 1703 2022/11/01 15:06:32 - mmengine - INFO - Epoch(val) [140][205/500] eta: 0:00:24 time: 0.0830 data_time: 0.0026 memory: 1373 2022/11/01 15:06:32 - mmengine - INFO - Epoch(val) [140][210/500] eta: 0:00:19 time: 0.0674 data_time: 0.0026 memory: 1373 2022/11/01 15:06:33 - mmengine - INFO - Epoch(val) [140][215/500] eta: 0:00:19 time: 0.0713 data_time: 0.0026 memory: 1373 2022/11/01 15:06:33 - mmengine - INFO - Epoch(val) [140][220/500] eta: 0:00:20 time: 0.0733 data_time: 0.0025 memory: 1373 2022/11/01 15:06:33 - mmengine - INFO - Epoch(val) [140][225/500] eta: 0:00:20 time: 0.0751 data_time: 0.0023 memory: 1373 2022/11/01 15:06:34 - mmengine - INFO - Epoch(val) [140][230/500] eta: 0:00:19 time: 0.0733 data_time: 0.0025 memory: 1373 2022/11/01 15:06:34 - mmengine - INFO - Epoch(val) [140][235/500] eta: 0:00:19 time: 0.0723 data_time: 0.0025 memory: 1373 2022/11/01 15:06:34 - mmengine - INFO - Epoch(val) [140][240/500] eta: 0:00:19 time: 0.0745 data_time: 0.0025 memory: 1373 2022/11/01 15:06:35 - mmengine - INFO - Epoch(val) [140][245/500] eta: 0:00:19 time: 0.0673 data_time: 0.0024 memory: 1373 2022/11/01 15:06:35 - mmengine - INFO - Epoch(val) [140][250/500] eta: 0:00:17 time: 0.0698 data_time: 0.0024 memory: 1373 2022/11/01 15:06:35 - mmengine - INFO - Epoch(val) [140][255/500] eta: 0:00:17 time: 0.0713 data_time: 0.0026 memory: 1373 2022/11/01 15:06:36 - mmengine - INFO - Epoch(val) [140][260/500] eta: 0:00:15 time: 0.0666 data_time: 0.0024 memory: 1373 2022/11/01 15:06:36 - mmengine - INFO - Epoch(val) [140][265/500] eta: 0:00:15 time: 0.0661 data_time: 0.0023 memory: 1373 2022/11/01 15:06:36 - mmengine - INFO - Epoch(val) [140][270/500] eta: 0:00:15 time: 0.0657 data_time: 0.0022 memory: 1373 2022/11/01 15:06:37 - mmengine - INFO - Epoch(val) [140][275/500] eta: 0:00:15 time: 0.0638 data_time: 0.0022 memory: 1373 2022/11/01 15:06:37 - mmengine - INFO - Epoch(val) [140][280/500] eta: 0:00:14 time: 0.0676 data_time: 0.0022 memory: 1373 2022/11/01 15:06:37 - mmengine - INFO - Epoch(val) [140][285/500] eta: 0:00:14 time: 0.0674 data_time: 0.0020 memory: 1373 2022/11/01 15:06:38 - mmengine - INFO - Epoch(val) [140][290/500] eta: 0:00:14 time: 0.0676 data_time: 0.0020 memory: 1373 2022/11/01 15:06:38 - mmengine - INFO - Epoch(val) [140][295/500] eta: 0:00:14 time: 0.0713 data_time: 0.0021 memory: 1373 2022/11/01 15:06:39 - mmengine - INFO - Epoch(val) [140][300/500] eta: 0:00:13 time: 0.0685 data_time: 0.0021 memory: 1373 2022/11/01 15:06:39 - mmengine - INFO - Epoch(val) [140][305/500] eta: 0:00:13 time: 0.0740 data_time: 0.0085 memory: 1373 2022/11/01 15:06:39 - mmengine - INFO - Epoch(val) [140][310/500] eta: 0:00:14 time: 0.0739 data_time: 0.0085 memory: 1373 2022/11/01 15:06:40 - mmengine - INFO - Epoch(val) [140][315/500] eta: 0:00:14 time: 0.0700 data_time: 0.0020 memory: 1373 2022/11/01 15:06:40 - mmengine - INFO - Epoch(val) [140][320/500] eta: 0:00:12 time: 0.0681 data_time: 0.0020 memory: 1373 2022/11/01 15:06:41 - mmengine - INFO - Epoch(val) [140][325/500] eta: 0:00:12 time: 0.0921 data_time: 0.0020 memory: 1470 2022/11/01 15:06:41 - mmengine - INFO - Epoch(val) [140][330/500] eta: 0:00:15 time: 0.0918 data_time: 0.0020 memory: 1373 2022/11/01 15:06:41 - mmengine - INFO - Epoch(val) [140][335/500] eta: 0:00:15 time: 0.0623 data_time: 0.0020 memory: 1373 2022/11/01 15:06:42 - mmengine - INFO - Epoch(val) [140][340/500] eta: 0:00:12 time: 0.0807 data_time: 0.0022 memory: 1373 2022/11/01 15:06:42 - mmengine - INFO - Epoch(val) [140][345/500] eta: 0:00:12 time: 0.0829 data_time: 0.0022 memory: 1373 2022/11/01 15:06:42 - mmengine - INFO - Epoch(val) [140][350/500] eta: 0:00:11 time: 0.0743 data_time: 0.0020 memory: 1373 2022/11/01 15:06:43 - mmengine - INFO - Epoch(val) [140][355/500] eta: 0:00:11 time: 0.0735 data_time: 0.0021 memory: 1373 2022/11/01 15:06:43 - mmengine - INFO - Epoch(val) [140][360/500] eta: 0:00:09 time: 0.0646 data_time: 0.0021 memory: 1373 2022/11/01 15:06:43 - mmengine - INFO - Epoch(val) [140][365/500] eta: 0:00:09 time: 0.0669 data_time: 0.0021 memory: 1373 2022/11/01 15:06:44 - mmengine - INFO - Epoch(val) [140][370/500] eta: 0:00:08 time: 0.0637 data_time: 0.0021 memory: 1373 2022/11/01 15:06:44 - mmengine - INFO - Epoch(val) [140][375/500] eta: 0:00:08 time: 0.0610 data_time: 0.0021 memory: 1373 2022/11/01 15:06:44 - mmengine - INFO - Epoch(val) [140][380/500] eta: 0:00:08 time: 0.0671 data_time: 0.0021 memory: 1373 2022/11/01 15:06:45 - mmengine - INFO - Epoch(val) [140][385/500] eta: 0:00:08 time: 0.0747 data_time: 0.0085 memory: 1373 2022/11/01 15:06:45 - mmengine - INFO - Epoch(val) [140][390/500] eta: 0:00:07 time: 0.0720 data_time: 0.0085 memory: 1373 2022/11/01 15:06:46 - mmengine - INFO - Epoch(val) [140][395/500] eta: 0:00:07 time: 0.0771 data_time: 0.0130 memory: 1373 2022/11/01 15:06:46 - mmengine - INFO - Epoch(val) [140][400/500] eta: 0:00:07 time: 0.0776 data_time: 0.0130 memory: 1373 2022/11/01 15:06:46 - mmengine - INFO - Epoch(val) [140][405/500] eta: 0:00:07 time: 0.0679 data_time: 0.0020 memory: 1373 2022/11/01 15:06:47 - mmengine - INFO - Epoch(val) [140][410/500] eta: 0:00:06 time: 0.0726 data_time: 0.0021 memory: 1373 2022/11/01 15:06:47 - mmengine - INFO - Epoch(val) [140][415/500] eta: 0:00:06 time: 0.0705 data_time: 0.0021 memory: 1373 2022/11/01 15:06:47 - mmengine - INFO - Epoch(val) [140][420/500] eta: 0:00:05 time: 0.0627 data_time: 0.0021 memory: 1373 2022/11/01 15:06:48 - mmengine - INFO - Epoch(val) [140][425/500] eta: 0:00:05 time: 0.0635 data_time: 0.0022 memory: 1373 2022/11/01 15:06:48 - mmengine - INFO - Epoch(val) [140][430/500] eta: 0:00:04 time: 0.0672 data_time: 0.0024 memory: 1373 2022/11/01 15:06:48 - mmengine - INFO - Epoch(val) [140][435/500] eta: 0:00:04 time: 0.0674 data_time: 0.0024 memory: 1373 2022/11/01 15:06:49 - mmengine - INFO - Epoch(val) [140][440/500] eta: 0:00:04 time: 0.0682 data_time: 0.0025 memory: 1373 2022/11/01 15:06:49 - mmengine - INFO - Epoch(val) [140][445/500] eta: 0:00:04 time: 0.0722 data_time: 0.0025 memory: 1373 2022/11/01 15:06:49 - mmengine - INFO - Epoch(val) [140][450/500] eta: 0:00:03 time: 0.0752 data_time: 0.0024 memory: 1373 2022/11/01 15:06:50 - mmengine - INFO - Epoch(val) [140][455/500] eta: 0:00:03 time: 0.0758 data_time: 0.0030 memory: 1373 2022/11/01 15:06:50 - mmengine - INFO - Epoch(val) [140][460/500] eta: 0:00:02 time: 0.0694 data_time: 0.0046 memory: 1373 2022/11/01 15:06:50 - mmengine - INFO - Epoch(val) [140][465/500] eta: 0:00:02 time: 0.0643 data_time: 0.0041 memory: 1373 2022/11/01 15:06:51 - mmengine - INFO - Epoch(val) [140][470/500] eta: 0:00:02 time: 0.0684 data_time: 0.0025 memory: 1373 2022/11/01 15:06:51 - mmengine - INFO - Epoch(val) [140][475/500] eta: 0:00:02 time: 0.0652 data_time: 0.0024 memory: 1373 2022/11/01 15:06:51 - mmengine - INFO - Epoch(val) [140][480/500] eta: 0:00:01 time: 0.0635 data_time: 0.0022 memory: 1373 2022/11/01 15:06:52 - mmengine - INFO - Epoch(val) [140][485/500] eta: 0:00:01 time: 0.0666 data_time: 0.0023 memory: 1373 2022/11/01 15:06:52 - mmengine - INFO - Epoch(val) [140][490/500] eta: 0:00:00 time: 0.0699 data_time: 0.0022 memory: 1373 2022/11/01 15:06:52 - mmengine - INFO - Epoch(val) [140][495/500] eta: 0:00:00 time: 0.0770 data_time: 0.0033 memory: 1373 2022/11/01 15:06:53 - mmengine - INFO - Epoch(val) [140][500/500] eta: 0:00:00 time: 0.0711 data_time: 0.0034 memory: 1373 2022/11/01 15:06:53 - mmengine - INFO - Evaluating hmean-iou... 2022/11/01 15:06:53 - mmengine - INFO - prediction score threshold: 0.30, recall: 0.8767, precision: 0.7358, hmean: 0.8001 2022/11/01 15:06:53 - mmengine - INFO - prediction score threshold: 0.40, recall: 0.8657, precision: 0.7834, hmean: 0.8225 2022/11/01 15:06:53 - mmengine - INFO - prediction score threshold: 0.50, recall: 0.8512, precision: 0.8266, hmean: 0.8387 2022/11/01 15:06:53 - mmengine - INFO - prediction score threshold: 0.60, recall: 0.8353, precision: 0.8645, hmean: 0.8497 2022/11/01 15:06:53 - mmengine - INFO - prediction score threshold: 0.70, recall: 0.8074, precision: 0.8978, hmean: 0.8502 2022/11/01 15:06:53 - mmengine - INFO - prediction score threshold: 0.80, recall: 0.7785, precision: 0.9251, hmean: 0.8455 2022/11/01 15:06:53 - mmengine - INFO - prediction score threshold: 0.90, recall: 0.7111, precision: 0.9517, hmean: 0.8140 2022/11/01 15:06:53 - mmengine - INFO - Epoch(val) [140][500/500] icdar/precision: 0.8978 icdar/recall: 0.8074 icdar/hmean: 0.8502 2022/11/01 15:06:55 - mmengine - INFO - Epoch(train) [141][5/125] lr: 2.0000e-04 eta: 0:00:00 time: 0.4156 data_time: 0.1194 memory: 8918 loss: 0.3176 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0035 loss_cls: 0.0483 acc: 97.7051 loss_bbox: 0.0659 loss_mask: 0.1955 2022/11/01 15:06:57 - mmengine - INFO - Epoch(train) [141][10/125] lr: 2.0000e-04 eta: 0:17:04 time: 0.4611 data_time: 0.1289 memory: 10639 loss: 0.3148 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0032 loss_cls: 0.0489 acc: 99.1455 loss_bbox: 0.0673 loss_mask: 0.1922 2022/11/01 15:06:59 - mmengine - INFO - Epoch(train) [141][15/125] lr: 2.0000e-04 eta: 0:17:04 time: 0.4092 data_time: 0.0845 memory: 8862 loss: 0.3121 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0030 loss_cls: 0.0522 acc: 98.0469 loss_bbox: 0.0626 loss_mask: 0.1905 2022/11/01 15:07:02 - mmengine - INFO - Epoch(train) [141][20/125] lr: 2.0000e-04 eta: 0:17:00 time: 0.4086 data_time: 0.1005 memory: 9520 loss: 0.3422 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0044 loss_cls: 0.0578 acc: 98.4619 loss_bbox: 0.0702 loss_mask: 0.2044 2022/11/01 15:07:04 - mmengine - INFO - Epoch(train) [141][25/125] lr: 2.0000e-04 eta: 0:17:00 time: 0.4685 data_time: 0.1399 memory: 9413 loss: 0.3659 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0047 loss_cls: 0.0621 acc: 96.8262 loss_bbox: 0.0887 loss_mask: 0.2051 2022/11/01 15:07:06 - mmengine - INFO - Epoch(train) [141][30/125] lr: 2.0000e-04 eta: 0:16:56 time: 0.4558 data_time: 0.1355 memory: 9787 loss: 0.3789 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0042 loss_cls: 0.0685 acc: 97.8516 loss_bbox: 0.1015 loss_mask: 0.2004 2022/11/01 15:07:08 - mmengine - INFO - Epoch(train) [141][35/125] lr: 2.0000e-04 eta: 0:16:56 time: 0.3992 data_time: 0.1003 memory: 8931 loss: 0.3609 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0044 loss_cls: 0.0641 acc: 98.5352 loss_bbox: 0.0889 loss_mask: 0.2005 2022/11/01 15:07:10 - mmengine - INFO - Epoch(train) [141][40/125] lr: 2.0000e-04 eta: 0:16:51 time: 0.3965 data_time: 0.1012 memory: 9033 loss: 0.3377 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0035 loss_cls: 0.0600 acc: 98.4131 loss_bbox: 0.0734 loss_mask: 0.1982 2022/11/01 15:07:12 - mmengine - INFO - Epoch(train) [141][45/125] lr: 2.0000e-04 eta: 0:16:51 time: 0.3836 data_time: 0.0935 memory: 8950 loss: 0.3274 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0028 loss_cls: 0.0572 acc: 98.6572 loss_bbox: 0.0665 loss_mask: 0.1965 2022/11/01 15:07:14 - mmengine - INFO - Epoch(train) [141][50/125] lr: 2.0000e-04 eta: 0:16:47 time: 0.3755 data_time: 0.0930 memory: 9164 loss: 0.3299 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0030 loss_cls: 0.0573 acc: 95.2881 loss_bbox: 0.0665 loss_mask: 0.1981 2022/11/01 15:07:16 - mmengine - INFO - Epoch(train) [141][55/125] lr: 2.0000e-04 eta: 0:16:47 time: 0.3783 data_time: 0.0928 memory: 9049 loss: 0.3418 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0035 loss_cls: 0.0623 acc: 98.4375 loss_bbox: 0.0774 loss_mask: 0.1950 2022/11/01 15:07:18 - mmengine - INFO - Epoch(train) [141][60/125] lr: 2.0000e-04 eta: 0:16:43 time: 0.3857 data_time: 0.0956 memory: 9148 loss: 0.3198 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0036 loss_cls: 0.0527 acc: 97.8760 loss_bbox: 0.0719 loss_mask: 0.1874 2022/11/01 15:07:20 - mmengine - INFO - Epoch(train) [141][65/125] lr: 2.0000e-04 eta: 0:16:43 time: 0.3990 data_time: 0.1025 memory: 9314 loss: 0.3210 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0038 loss_cls: 0.0517 acc: 98.0713 loss_bbox: 0.0755 loss_mask: 0.1864 2022/11/01 15:07:22 - mmengine - INFO - Epoch(train) [141][70/125] lr: 2.0000e-04 eta: 0:16:39 time: 0.4010 data_time: 0.1079 memory: 9039 loss: 0.3190 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0033 loss_cls: 0.0563 acc: 97.7783 loss_bbox: 0.0736 loss_mask: 0.1826 2022/11/01 15:07:24 - mmengine - INFO - Epoch(train) [141][75/125] lr: 2.0000e-04 eta: 0:16:39 time: 0.4070 data_time: 0.1151 memory: 9455 loss: 0.3345 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0040 loss_cls: 0.0635 acc: 97.2656 loss_bbox: 0.0759 loss_mask: 0.1851 2022/11/01 15:07:26 - mmengine - INFO - Epoch(train) [141][80/125] lr: 2.0000e-04 eta: 0:16:35 time: 0.4092 data_time: 0.1059 memory: 9278 loss: 0.3465 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0633 acc: 96.6797 loss_bbox: 0.0814 loss_mask: 0.1928 2022/11/01 15:07:28 - mmengine - INFO - Epoch(train) [141][85/125] lr: 2.0000e-04 eta: 0:16:35 time: 0.4705 data_time: 0.1503 memory: 9673 loss: 0.3289 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0041 loss_cls: 0.0562 acc: 96.2891 loss_bbox: 0.0761 loss_mask: 0.1880 2022/11/01 15:07:30 - mmengine - INFO - Epoch(train) [141][90/125] lr: 2.0000e-04 eta: 0:16:31 time: 0.4710 data_time: 0.1562 memory: 9392 loss: 0.3254 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0046 loss_cls: 0.0594 acc: 97.4609 loss_bbox: 0.0785 loss_mask: 0.1779 2022/11/01 15:07:33 - mmengine - INFO - Epoch(train) [141][95/125] lr: 2.0000e-04 eta: 0:16:31 time: 0.4272 data_time: 0.1140 memory: 9439 loss: 0.3306 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0037 loss_cls: 0.0594 acc: 98.4619 loss_bbox: 0.0797 loss_mask: 0.1848 2022/11/01 15:07:35 - mmengine - INFO - Epoch(train) [141][100/125] lr: 2.0000e-04 eta: 0:16:27 time: 0.4430 data_time: 0.1191 memory: 9298 loss: 0.3382 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0038 loss_cls: 0.0595 acc: 98.4375 loss_bbox: 0.0805 loss_mask: 0.1912 2022/11/01 15:07:37 - mmengine - INFO - Epoch(train) [141][105/125] lr: 2.0000e-04 eta: 0:16:27 time: 0.4041 data_time: 0.0983 memory: 8826 loss: 0.3132 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0035 loss_cls: 0.0529 acc: 99.3652 loss_bbox: 0.0660 loss_mask: 0.1868 2022/11/01 15:07:39 - mmengine - INFO - Epoch(train) [141][110/125] lr: 2.0000e-04 eta: 0:16:23 time: 0.3971 data_time: 0.0950 memory: 8806 loss: 0.3095 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0027 loss_cls: 0.0494 acc: 98.2910 loss_bbox: 0.0505 loss_mask: 0.2027 2022/11/01 15:07:42 - mmengine - INFO - Epoch(train) [141][115/125] lr: 2.0000e-04 eta: 0:16:23 time: 0.4784 data_time: 0.1410 memory: 9370 loss: 0.3411 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0037 loss_cls: 0.0594 acc: 98.3154 loss_bbox: 0.0763 loss_mask: 0.1983 2022/11/01 15:07:43 - mmengine - INFO - Epoch(train) [141][120/125] lr: 2.0000e-04 eta: 0:16:19 time: 0.4582 data_time: 0.1223 memory: 9249 loss: 0.3435 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0043 loss_cls: 0.0619 acc: 97.9736 loss_bbox: 0.0904 loss_mask: 0.1829 2022/11/01 15:07:45 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:07:45 - mmengine - INFO - Epoch(train) [141][125/125] lr: 2.0000e-04 eta: 0:16:19 time: 0.3543 data_time: 0.0518 memory: 9294 loss: 0.3329 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0034 loss_cls: 0.0619 acc: 97.3877 loss_bbox: 0.0789 loss_mask: 0.1851 2022/11/01 15:07:48 - mmengine - INFO - Epoch(train) [142][5/125] lr: 2.0000e-04 eta: 0:16:19 time: 0.4343 data_time: 0.1323 memory: 8901 loss: 0.3024 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0027 loss_cls: 0.0511 acc: 98.4863 loss_bbox: 0.0630 loss_mask: 0.1833 2022/11/01 15:07:50 - mmengine - INFO - Epoch(train) [142][10/125] lr: 2.0000e-04 eta: 0:16:12 time: 0.4378 data_time: 0.1333 memory: 9465 loss: 0.2840 loss_rpn_cls: 0.0016 loss_rpn_bbox: 0.0023 loss_cls: 0.0438 acc: 97.1436 loss_bbox: 0.0575 loss_mask: 0.1787 2022/11/01 15:07:51 - mmengine - INFO - Epoch(train) [142][15/125] lr: 2.0000e-04 eta: 0:16:12 time: 0.3269 data_time: 0.0370 memory: 8765 loss: 0.2699 loss_rpn_cls: 0.0015 loss_rpn_bbox: 0.0025 loss_cls: 0.0412 acc: 98.6816 loss_bbox: 0.0559 loss_mask: 0.1689 2022/11/01 15:07:53 - mmengine - INFO - Epoch(train) [142][20/125] lr: 2.0000e-04 eta: 0:16:08 time: 0.3739 data_time: 0.0932 memory: 8872 loss: 0.2726 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0025 loss_cls: 0.0400 acc: 97.7539 loss_bbox: 0.0536 loss_mask: 0.1741 2022/11/01 15:07:55 - mmengine - INFO - Epoch(train) [142][25/125] lr: 2.0000e-04 eta: 0:16:08 time: 0.4399 data_time: 0.1498 memory: 9970 loss: 0.3628 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0046 loss_cls: 0.0656 acc: 98.3643 loss_bbox: 0.0896 loss_mask: 0.1984 2022/11/01 15:07:57 - mmengine - INFO - Epoch(train) [142][30/125] lr: 2.0000e-04 eta: 0:16:04 time: 0.3997 data_time: 0.1133 memory: 8967 loss: 0.3565 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0046 loss_cls: 0.0626 acc: 98.7061 loss_bbox: 0.0891 loss_mask: 0.1960 2022/11/01 15:07:59 - mmengine - INFO - Epoch(train) [142][35/125] lr: 2.0000e-04 eta: 0:16:04 time: 0.3660 data_time: 0.0845 memory: 8963 loss: 0.2911 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0025 loss_cls: 0.0456 acc: 97.9736 loss_bbox: 0.0635 loss_mask: 0.1760 2022/11/01 15:08:01 - mmengine - INFO - Epoch(train) [142][40/125] lr: 2.0000e-04 eta: 0:16:00 time: 0.3766 data_time: 0.0863 memory: 9124 loss: 0.3241 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0026 loss_cls: 0.0527 acc: 98.6084 loss_bbox: 0.0709 loss_mask: 0.1938 2022/11/01 15:08:03 - mmengine - INFO - Epoch(train) [142][45/125] lr: 2.0000e-04 eta: 0:16:00 time: 0.4080 data_time: 0.1170 memory: 9111 loss: 0.3388 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0034 loss_cls: 0.0541 acc: 97.9248 loss_bbox: 0.0719 loss_mask: 0.2051 2022/11/01 15:08:05 - mmengine - INFO - Epoch(train) [142][50/125] lr: 2.0000e-04 eta: 0:15:56 time: 0.4150 data_time: 0.1160 memory: 9373 loss: 0.3484 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0041 loss_cls: 0.0585 acc: 97.8760 loss_bbox: 0.0768 loss_mask: 0.2035 2022/11/01 15:08:07 - mmengine - INFO - Epoch(train) [142][55/125] lr: 2.0000e-04 eta: 0:15:56 time: 0.4074 data_time: 0.0845 memory: 9366 loss: 0.3557 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0038 loss_cls: 0.0577 acc: 98.9990 loss_bbox: 0.0809 loss_mask: 0.2088 2022/11/01 15:08:09 - mmengine - INFO - Epoch(train) [142][60/125] lr: 2.0000e-04 eta: 0:15:51 time: 0.4019 data_time: 0.0895 memory: 9298 loss: 0.3363 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0032 loss_cls: 0.0511 acc: 96.3623 loss_bbox: 0.0709 loss_mask: 0.2076 2022/11/01 15:08:12 - mmengine - INFO - Epoch(train) [142][65/125] lr: 2.0000e-04 eta: 0:15:51 time: 0.4233 data_time: 0.1311 memory: 9363 loss: 0.3102 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0029 loss_cls: 0.0506 acc: 96.3379 loss_bbox: 0.0660 loss_mask: 0.1875 2022/11/01 15:08:13 - mmengine - INFO - Epoch(train) [142][70/125] lr: 2.0000e-04 eta: 0:15:47 time: 0.4156 data_time: 0.1216 memory: 9468 loss: 0.3270 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0036 loss_cls: 0.0587 acc: 97.5098 loss_bbox: 0.0768 loss_mask: 0.1848 2022/11/01 15:08:15 - mmengine - INFO - Epoch(train) [142][75/125] lr: 2.0000e-04 eta: 0:15:47 time: 0.3930 data_time: 0.0861 memory: 9046 loss: 0.3378 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0037 loss_cls: 0.0575 acc: 97.3633 loss_bbox: 0.0755 loss_mask: 0.1973 2022/11/01 15:08:18 - mmengine - INFO - Epoch(train) [142][80/125] lr: 2.0000e-04 eta: 0:15:43 time: 0.4552 data_time: 0.1314 memory: 9190 loss: 0.3294 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0042 loss_cls: 0.0548 acc: 99.3164 loss_bbox: 0.0694 loss_mask: 0.1953 2022/11/01 15:08:20 - mmengine - INFO - Epoch(train) [142][85/125] lr: 2.0000e-04 eta: 0:15:43 time: 0.4636 data_time: 0.1565 memory: 9069 loss: 0.3345 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0043 loss_cls: 0.0580 acc: 98.6084 loss_bbox: 0.0745 loss_mask: 0.1916 2022/11/01 15:08:22 - mmengine - INFO - Epoch(train) [142][90/125] lr: 2.0000e-04 eta: 0:15:39 time: 0.4099 data_time: 0.1172 memory: 9206 loss: 0.3293 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0037 loss_cls: 0.0552 acc: 97.6807 loss_bbox: 0.0746 loss_mask: 0.1904 2022/11/01 15:08:24 - mmengine - INFO - Epoch(train) [142][95/125] lr: 2.0000e-04 eta: 0:15:39 time: 0.3786 data_time: 0.0830 memory: 9719 loss: 0.3321 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0037 loss_cls: 0.0561 acc: 98.4375 loss_bbox: 0.0774 loss_mask: 0.1907 2022/11/01 15:08:26 - mmengine - INFO - Epoch(train) [142][100/125] lr: 2.0000e-04 eta: 0:15:35 time: 0.3710 data_time: 0.0837 memory: 9164 loss: 0.3125 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0032 loss_cls: 0.0550 acc: 96.4844 loss_bbox: 0.0721 loss_mask: 0.1797 2022/11/01 15:08:28 - mmengine - INFO - Epoch(train) [142][105/125] lr: 2.0000e-04 eta: 0:15:35 time: 0.4100 data_time: 0.1224 memory: 9392 loss: 0.3055 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0037 loss_cls: 0.0540 acc: 99.2188 loss_bbox: 0.0704 loss_mask: 0.1740 2022/11/01 15:08:30 - mmengine - INFO - Epoch(train) [142][110/125] lr: 2.0000e-04 eta: 0:15:31 time: 0.4092 data_time: 0.1166 memory: 9320 loss: 0.3399 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0039 loss_cls: 0.0616 acc: 97.9248 loss_bbox: 0.0809 loss_mask: 0.1893 2022/11/01 15:08:32 - mmengine - INFO - Epoch(train) [142][115/125] lr: 2.0000e-04 eta: 0:15:31 time: 0.3689 data_time: 0.0767 memory: 9252 loss: 0.3789 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0038 loss_cls: 0.0654 acc: 98.6572 loss_bbox: 0.0929 loss_mask: 0.2134 2022/11/01 15:08:34 - mmengine - INFO - Epoch(train) [142][120/125] lr: 2.0000e-04 eta: 0:15:27 time: 0.3791 data_time: 0.0939 memory: 8888 loss: 0.3319 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0031 loss_cls: 0.0527 acc: 97.9492 loss_bbox: 0.0781 loss_mask: 0.1958 2022/11/01 15:08:35 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:08:35 - mmengine - INFO - Epoch(train) [142][125/125] lr: 2.0000e-04 eta: 0:15:27 time: 0.3527 data_time: 0.0727 memory: 9285 loss: 0.3256 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0032 loss_cls: 0.0568 acc: 97.7539 loss_bbox: 0.0742 loss_mask: 0.1863 2022/11/01 15:08:37 - mmengine - INFO - Epoch(train) [143][5/125] lr: 2.0000e-04 eta: 0:15:27 time: 0.3903 data_time: 0.1053 memory: 9376 loss: 0.3628 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0039 loss_cls: 0.0639 acc: 98.4619 loss_bbox: 0.0868 loss_mask: 0.2026 2022/11/01 15:08:39 - mmengine - INFO - Epoch(train) [143][10/125] lr: 2.0000e-04 eta: 0:15:20 time: 0.4086 data_time: 0.1243 memory: 9406 loss: 0.3443 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0036 loss_cls: 0.0552 acc: 99.5361 loss_bbox: 0.0786 loss_mask: 0.2038 2022/11/01 15:08:41 - mmengine - INFO - Epoch(train) [143][15/125] lr: 2.0000e-04 eta: 0:15:20 time: 0.3977 data_time: 0.1054 memory: 9079 loss: 0.3398 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0033 loss_cls: 0.0541 acc: 97.1924 loss_bbox: 0.0726 loss_mask: 0.2060 2022/11/01 15:08:44 - mmengine - INFO - Epoch(train) [143][20/125] lr: 2.0000e-04 eta: 0:15:16 time: 0.4309 data_time: 0.1191 memory: 9549 loss: 0.3428 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0038 loss_cls: 0.0585 acc: 99.0723 loss_bbox: 0.0789 loss_mask: 0.1973 2022/11/01 15:08:46 - mmengine - INFO - Epoch(train) [143][25/125] lr: 2.0000e-04 eta: 0:15:16 time: 0.4067 data_time: 0.1024 memory: 8997 loss: 0.3286 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0035 loss_cls: 0.0548 acc: 96.7773 loss_bbox: 0.0761 loss_mask: 0.1913 2022/11/01 15:08:48 - mmengine - INFO - Epoch(train) [143][30/125] lr: 2.0000e-04 eta: 0:15:12 time: 0.4176 data_time: 0.1170 memory: 9147 loss: 0.3200 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0030 loss_cls: 0.0540 acc: 98.6328 loss_bbox: 0.0703 loss_mask: 0.1904 2022/11/01 15:08:50 - mmengine - INFO - Epoch(train) [143][35/125] lr: 2.0000e-04 eta: 0:15:12 time: 0.4721 data_time: 0.1583 memory: 9578 loss: 0.3480 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0038 loss_cls: 0.0616 acc: 97.5098 loss_bbox: 0.0817 loss_mask: 0.1975 2022/11/01 15:08:52 - mmengine - INFO - Epoch(train) [143][40/125] lr: 2.0000e-04 eta: 0:15:08 time: 0.4655 data_time: 0.1411 memory: 8908 loss: 0.3304 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0038 loss_cls: 0.0565 acc: 98.1445 loss_bbox: 0.0700 loss_mask: 0.1958 2022/11/01 15:08:54 - mmengine - INFO - Epoch(train) [143][45/125] lr: 2.0000e-04 eta: 0:15:08 time: 0.4064 data_time: 0.0957 memory: 9347 loss: 0.3043 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0039 loss_cls: 0.0529 acc: 98.5596 loss_bbox: 0.0619 loss_mask: 0.1811 2022/11/01 15:08:56 - mmengine - INFO - Epoch(train) [143][50/125] lr: 2.0000e-04 eta: 0:15:04 time: 0.3840 data_time: 0.0905 memory: 9262 loss: 0.3154 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0037 loss_cls: 0.0518 acc: 96.9971 loss_bbox: 0.0712 loss_mask: 0.1851 2022/11/01 15:08:58 - mmengine - INFO - Epoch(train) [143][55/125] lr: 2.0000e-04 eta: 0:15:04 time: 0.4017 data_time: 0.1007 memory: 9108 loss: 0.3113 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0031 loss_cls: 0.0537 acc: 98.1201 loss_bbox: 0.0714 loss_mask: 0.1804 2022/11/01 15:09:00 - mmengine - INFO - Epoch(train) [143][60/125] lr: 2.0000e-04 eta: 0:15:00 time: 0.3909 data_time: 0.0921 memory: 9356 loss: 0.3623 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0037 loss_cls: 0.0700 acc: 96.9482 loss_bbox: 0.0922 loss_mask: 0.1935 2022/11/01 15:09:02 - mmengine - INFO - Epoch(train) [143][65/125] lr: 2.0000e-04 eta: 0:15:00 time: 0.3692 data_time: 0.0761 memory: 9181 loss: 0.3424 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0034 loss_cls: 0.0591 acc: 97.8760 loss_bbox: 0.0869 loss_mask: 0.1908 2022/11/01 15:09:04 - mmengine - INFO - Epoch(train) [143][70/125] lr: 2.0000e-04 eta: 0:14:56 time: 0.3842 data_time: 0.0901 memory: 8885 loss: 0.2843 loss_rpn_cls: 0.0013 loss_rpn_bbox: 0.0025 loss_cls: 0.0376 acc: 97.8760 loss_bbox: 0.0549 loss_mask: 0.1880 2022/11/01 15:09:06 - mmengine - INFO - Epoch(train) [143][75/125] lr: 2.0000e-04 eta: 0:14:56 time: 0.4102 data_time: 0.1122 memory: 9360 loss: 0.3231 loss_rpn_cls: 0.0019 loss_rpn_bbox: 0.0028 loss_cls: 0.0485 acc: 98.6572 loss_bbox: 0.0671 loss_mask: 0.2028 2022/11/01 15:09:08 - mmengine - INFO - Epoch(train) [143][80/125] lr: 2.0000e-04 eta: 0:14:51 time: 0.4173 data_time: 0.1127 memory: 9203 loss: 0.3510 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0033 loss_cls: 0.0620 acc: 97.4609 loss_bbox: 0.0857 loss_mask: 0.1965 2022/11/01 15:09:11 - mmengine - INFO - Epoch(train) [143][85/125] lr: 2.0000e-04 eta: 0:14:51 time: 0.4555 data_time: 0.1444 memory: 9288 loss: 0.3427 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0039 loss_cls: 0.0570 acc: 99.1211 loss_bbox: 0.0825 loss_mask: 0.1939 2022/11/01 15:09:13 - mmengine - INFO - Epoch(train) [143][90/125] lr: 2.0000e-04 eta: 0:14:47 time: 0.4959 data_time: 0.1874 memory: 9964 loss: 0.3437 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0046 loss_cls: 0.0624 acc: 94.3359 loss_bbox: 0.0910 loss_mask: 0.1796 2022/11/01 15:09:15 - mmengine - INFO - Epoch(train) [143][95/125] lr: 2.0000e-04 eta: 0:14:47 time: 0.4544 data_time: 0.1503 memory: 9252 loss: 0.3770 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0054 loss_cls: 0.0757 acc: 98.3398 loss_bbox: 0.0982 loss_mask: 0.1915 2022/11/01 15:09:17 - mmengine - INFO - Epoch(train) [143][100/125] lr: 2.0000e-04 eta: 0:14:43 time: 0.3923 data_time: 0.0981 memory: 9023 loss: 0.3405 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0044 loss_cls: 0.0584 acc: 98.5596 loss_bbox: 0.0766 loss_mask: 0.1960 2022/11/01 15:09:19 - mmengine - INFO - Epoch(train) [143][105/125] lr: 2.0000e-04 eta: 0:14:43 time: 0.3888 data_time: 0.0864 memory: 8829 loss: 0.2865 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0026 loss_cls: 0.0402 acc: 97.9736 loss_bbox: 0.0548 loss_mask: 0.1853 2022/11/01 15:09:22 - mmengine - INFO - Epoch(train) [143][110/125] lr: 2.0000e-04 eta: 0:14:39 time: 0.4495 data_time: 0.1153 memory: 9101 loss: 0.2941 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0025 loss_cls: 0.0467 acc: 97.9248 loss_bbox: 0.0605 loss_mask: 0.1811 2022/11/01 15:09:24 - mmengine - INFO - Epoch(train) [143][115/125] lr: 2.0000e-04 eta: 0:14:39 time: 0.4638 data_time: 0.1318 memory: 9170 loss: 0.3139 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0032 loss_cls: 0.0528 acc: 98.1934 loss_bbox: 0.0715 loss_mask: 0.1830 2022/11/01 15:09:26 - mmengine - INFO - Epoch(train) [143][120/125] lr: 2.0000e-04 eta: 0:14:35 time: 0.4139 data_time: 0.0957 memory: 9196 loss: 0.3151 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0031 loss_cls: 0.0509 acc: 98.6328 loss_bbox: 0.0721 loss_mask: 0.1861 2022/11/01 15:09:28 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:09:28 - mmengine - INFO - Epoch(train) [143][125/125] lr: 2.0000e-04 eta: 0:14:35 time: 0.3810 data_time: 0.0523 memory: 8967 loss: 0.2993 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0025 loss_cls: 0.0493 acc: 98.5840 loss_bbox: 0.0669 loss_mask: 0.1778 2022/11/01 15:09:31 - mmengine - INFO - Epoch(train) [144][5/125] lr: 2.0000e-04 eta: 0:14:35 time: 0.4891 data_time: 0.1477 memory: 9484 loss: 0.3195 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0032 loss_cls: 0.0542 acc: 98.3643 loss_bbox: 0.0689 loss_mask: 0.1883 2022/11/01 15:09:33 - mmengine - INFO - Epoch(train) [144][10/125] lr: 2.0000e-04 eta: 0:14:29 time: 0.5310 data_time: 0.1943 memory: 9833 loss: 0.3245 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0034 loss_cls: 0.0559 acc: 98.6572 loss_bbox: 0.0752 loss_mask: 0.1849 2022/11/01 15:09:35 - mmengine - INFO - Epoch(train) [144][15/125] lr: 2.0000e-04 eta: 0:14:29 time: 0.4276 data_time: 0.1168 memory: 9644 loss: 0.3498 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0044 loss_cls: 0.0620 acc: 95.3613 loss_bbox: 0.0864 loss_mask: 0.1908 2022/11/01 15:09:37 - mmengine - INFO - Epoch(train) [144][20/125] lr: 2.0000e-04 eta: 0:14:25 time: 0.3994 data_time: 0.0939 memory: 9036 loss: 0.3789 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0050 loss_cls: 0.0651 acc: 98.5352 loss_bbox: 0.0912 loss_mask: 0.2111 2022/11/01 15:09:39 - mmengine - INFO - Epoch(train) [144][25/125] lr: 2.0000e-04 eta: 0:14:25 time: 0.3986 data_time: 0.0921 memory: 8891 loss: 0.3351 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0036 loss_cls: 0.0543 acc: 99.0234 loss_bbox: 0.0722 loss_mask: 0.2003 2022/11/01 15:09:41 - mmengine - INFO - Epoch(train) [144][30/125] lr: 2.0000e-04 eta: 0:14:21 time: 0.4128 data_time: 0.1040 memory: 8990 loss: 0.3078 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0029 loss_cls: 0.0493 acc: 98.3887 loss_bbox: 0.0623 loss_mask: 0.1897 2022/11/01 15:09:43 - mmengine - INFO - Epoch(train) [144][35/125] lr: 2.0000e-04 eta: 0:14:21 time: 0.3896 data_time: 0.0859 memory: 9049 loss: 0.3009 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0025 loss_cls: 0.0473 acc: 98.2666 loss_bbox: 0.0629 loss_mask: 0.1860 2022/11/01 15:09:45 - mmengine - INFO - Epoch(train) [144][40/125] lr: 2.0000e-04 eta: 0:14:16 time: 0.3618 data_time: 0.0669 memory: 9232 loss: 0.3110 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0027 loss_cls: 0.0477 acc: 98.0225 loss_bbox: 0.0698 loss_mask: 0.1873 2022/11/01 15:09:47 - mmengine - INFO - Epoch(train) [144][45/125] lr: 2.0000e-04 eta: 0:14:16 time: 0.4104 data_time: 0.1072 memory: 8997 loss: 0.3538 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0035 loss_cls: 0.0561 acc: 97.5830 loss_bbox: 0.0814 loss_mask: 0.2079 2022/11/01 15:09:49 - mmengine - INFO - Epoch(train) [144][50/125] lr: 2.0000e-04 eta: 0:14:12 time: 0.4504 data_time: 0.1315 memory: 9738 loss: 0.3671 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0041 loss_cls: 0.0677 acc: 97.5342 loss_bbox: 0.0898 loss_mask: 0.2007 2022/11/01 15:09:51 - mmengine - INFO - Epoch(train) [144][55/125] lr: 2.0000e-04 eta: 0:14:12 time: 0.4192 data_time: 0.1022 memory: 9072 loss: 0.3398 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0039 loss_cls: 0.0631 acc: 98.3887 loss_bbox: 0.0837 loss_mask: 0.1848 2022/11/01 15:09:53 - mmengine - INFO - Epoch(train) [144][60/125] lr: 2.0000e-04 eta: 0:14:08 time: 0.3899 data_time: 0.0990 memory: 9334 loss: 0.3272 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0035 loss_cls: 0.0531 acc: 98.7061 loss_bbox: 0.0716 loss_mask: 0.1943 2022/11/01 15:09:55 - mmengine - INFO - Epoch(train) [144][65/125] lr: 2.0000e-04 eta: 0:14:08 time: 0.4011 data_time: 0.1091 memory: 9052 loss: 0.3360 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0041 loss_cls: 0.0576 acc: 98.1689 loss_bbox: 0.0727 loss_mask: 0.1964 2022/11/01 15:09:57 - mmengine - INFO - Epoch(train) [144][70/125] lr: 2.0000e-04 eta: 0:14:04 time: 0.4149 data_time: 0.1111 memory: 8901 loss: 0.3127 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0531 acc: 97.9980 loss_bbox: 0.0651 loss_mask: 0.1871 2022/11/01 15:09:59 - mmengine - INFO - Epoch(train) [144][75/125] lr: 2.0000e-04 eta: 0:14:04 time: 0.3950 data_time: 0.0923 memory: 9383 loss: 0.3104 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0027 loss_cls: 0.0512 acc: 98.0225 loss_bbox: 0.0657 loss_mask: 0.1876 2022/11/01 15:10:01 - mmengine - INFO - Epoch(train) [144][80/125] lr: 2.0000e-04 eta: 0:14:00 time: 0.3928 data_time: 0.0838 memory: 9000 loss: 0.3118 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0031 loss_cls: 0.0516 acc: 96.7285 loss_bbox: 0.0681 loss_mask: 0.1860 2022/11/01 15:10:04 - mmengine - INFO - Epoch(train) [144][85/125] lr: 2.0000e-04 eta: 0:14:00 time: 0.4614 data_time: 0.1144 memory: 9536 loss: 0.3116 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0035 loss_cls: 0.0542 acc: 99.1699 loss_bbox: 0.0720 loss_mask: 0.1788 2022/11/01 15:10:06 - mmengine - INFO - Epoch(train) [144][90/125] lr: 2.0000e-04 eta: 0:13:56 time: 0.4492 data_time: 0.1114 memory: 9419 loss: 0.3117 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0033 loss_cls: 0.0550 acc: 98.7305 loss_bbox: 0.0725 loss_mask: 0.1773 2022/11/01 15:10:08 - mmengine - INFO - Epoch(train) [144][95/125] lr: 2.0000e-04 eta: 0:13:56 time: 0.4053 data_time: 0.0910 memory: 9232 loss: 0.2868 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0030 loss_cls: 0.0467 acc: 97.6807 loss_bbox: 0.0614 loss_mask: 0.1724 2022/11/01 15:10:11 - mmengine - INFO - Epoch(train) [144][100/125] lr: 2.0000e-04 eta: 0:13:52 time: 0.4984 data_time: 0.1344 memory: 9245 loss: 0.2985 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0038 loss_cls: 0.0465 acc: 97.6562 loss_bbox: 0.0659 loss_mask: 0.1789 2022/11/01 15:10:13 - mmengine - INFO - Epoch(train) [144][105/125] lr: 2.0000e-04 eta: 0:13:52 time: 0.5017 data_time: 0.1514 memory: 9846 loss: 0.3278 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0041 loss_cls: 0.0530 acc: 98.5596 loss_bbox: 0.0770 loss_mask: 0.1903 2022/11/01 15:10:15 - mmengine - INFO - Epoch(train) [144][110/125] lr: 2.0000e-04 eta: 0:13:48 time: 0.4045 data_time: 0.1039 memory: 9911 loss: 0.3506 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0038 loss_cls: 0.0612 acc: 97.4365 loss_bbox: 0.0840 loss_mask: 0.1985 2022/11/01 15:10:16 - mmengine - INFO - Epoch(train) [144][115/125] lr: 2.0000e-04 eta: 0:13:48 time: 0.3663 data_time: 0.0754 memory: 9088 loss: 0.3260 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0030 loss_cls: 0.0527 acc: 97.4121 loss_bbox: 0.0697 loss_mask: 0.1978 2022/11/01 15:10:18 - mmengine - INFO - Epoch(train) [144][120/125] lr: 2.0000e-04 eta: 0:13:44 time: 0.3698 data_time: 0.0863 memory: 9281 loss: 0.3168 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0027 loss_cls: 0.0474 acc: 96.9971 loss_bbox: 0.0620 loss_mask: 0.2017 2022/11/01 15:10:20 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:10:20 - mmengine - INFO - Epoch(train) [144][125/125] lr: 2.0000e-04 eta: 0:13:44 time: 0.3649 data_time: 0.0752 memory: 9491 loss: 0.3514 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0035 loss_cls: 0.0590 acc: 98.6328 loss_bbox: 0.0755 loss_mask: 0.2101 2022/11/01 15:10:23 - mmengine - INFO - Epoch(train) [145][5/125] lr: 2.0000e-04 eta: 0:13:44 time: 0.4181 data_time: 0.1292 memory: 9334 loss: 0.3401 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0032 loss_cls: 0.0586 acc: 97.8271 loss_bbox: 0.0783 loss_mask: 0.1972 2022/11/01 15:10:24 - mmengine - INFO - Epoch(train) [145][10/125] lr: 2.0000e-04 eta: 0:13:37 time: 0.4363 data_time: 0.1491 memory: 9232 loss: 0.3109 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0027 loss_cls: 0.0509 acc: 98.1445 loss_bbox: 0.0694 loss_mask: 0.1846 2022/11/01 15:10:26 - mmengine - INFO - Epoch(train) [145][15/125] lr: 2.0000e-04 eta: 0:13:37 time: 0.3641 data_time: 0.0722 memory: 9092 loss: 0.3342 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0033 loss_cls: 0.0573 acc: 97.8271 loss_bbox: 0.0760 loss_mask: 0.1939 2022/11/01 15:10:28 - mmengine - INFO - Epoch(train) [145][20/125] lr: 2.0000e-04 eta: 0:13:33 time: 0.3614 data_time: 0.0763 memory: 8994 loss: 0.3409 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0039 loss_cls: 0.0549 acc: 98.0713 loss_bbox: 0.0752 loss_mask: 0.2020 2022/11/01 15:10:30 - mmengine - INFO - Epoch(train) [145][25/125] lr: 2.0000e-04 eta: 0:13:33 time: 0.4066 data_time: 0.1221 memory: 9088 loss: 0.3260 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0037 loss_cls: 0.0518 acc: 97.4854 loss_bbox: 0.0692 loss_mask: 0.1962 2022/11/01 15:10:32 - mmengine - INFO - Epoch(train) [145][30/125] lr: 2.0000e-04 eta: 0:13:29 time: 0.3989 data_time: 0.1074 memory: 8987 loss: 0.3303 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0041 loss_cls: 0.0604 acc: 98.7549 loss_bbox: 0.0708 loss_mask: 0.1905 2022/11/01 15:10:34 - mmengine - INFO - Epoch(train) [145][35/125] lr: 2.0000e-04 eta: 0:13:29 time: 0.3628 data_time: 0.0741 memory: 9232 loss: 0.3271 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0036 loss_cls: 0.0598 acc: 96.6797 loss_bbox: 0.0678 loss_mask: 0.1922 2022/11/01 15:10:36 - mmengine - INFO - Epoch(train) [145][40/125] lr: 2.0000e-04 eta: 0:13:25 time: 0.3899 data_time: 0.1044 memory: 9657 loss: 0.3385 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0035 loss_cls: 0.0627 acc: 96.4355 loss_bbox: 0.0775 loss_mask: 0.1902 2022/11/01 15:10:38 - mmengine - INFO - Epoch(train) [145][45/125] lr: 2.0000e-04 eta: 0:13:25 time: 0.4571 data_time: 0.1485 memory: 10542 loss: 0.3810 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0047 loss_cls: 0.0756 acc: 92.3340 loss_bbox: 0.0944 loss_mask: 0.1998 2022/11/01 15:10:40 - mmengine - INFO - Epoch(train) [145][50/125] lr: 2.0000e-04 eta: 0:13:21 time: 0.4363 data_time: 0.1269 memory: 9311 loss: 0.3851 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0045 loss_cls: 0.0738 acc: 97.1436 loss_bbox: 0.0943 loss_mask: 0.2076 2022/11/01 15:10:43 - mmengine - INFO - Epoch(train) [145][55/125] lr: 2.0000e-04 eta: 0:13:21 time: 0.4182 data_time: 0.1103 memory: 9190 loss: 0.3557 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0039 loss_cls: 0.0612 acc: 97.9248 loss_bbox: 0.0846 loss_mask: 0.2023 2022/11/01 15:10:45 - mmengine - INFO - Epoch(train) [145][60/125] lr: 2.0000e-04 eta: 0:13:17 time: 0.4525 data_time: 0.1230 memory: 9376 loss: 0.3500 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0041 loss_cls: 0.0620 acc: 97.8271 loss_bbox: 0.0864 loss_mask: 0.1933 2022/11/01 15:10:47 - mmengine - INFO - Epoch(train) [145][65/125] lr: 2.0000e-04 eta: 0:13:17 time: 0.4660 data_time: 0.1335 memory: 9236 loss: 0.3604 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0038 loss_cls: 0.0668 acc: 96.4600 loss_bbox: 0.0848 loss_mask: 0.2005 2022/11/01 15:10:49 - mmengine - INFO - Epoch(train) [145][70/125] lr: 2.0000e-04 eta: 0:13:13 time: 0.4362 data_time: 0.1159 memory: 9468 loss: 0.3600 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0034 loss_cls: 0.0626 acc: 96.8994 loss_bbox: 0.0782 loss_mask: 0.2121 2022/11/01 15:10:51 - mmengine - INFO - Epoch(train) [145][75/125] lr: 2.0000e-04 eta: 0:13:13 time: 0.3759 data_time: 0.0729 memory: 9311 loss: 0.3559 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0036 loss_cls: 0.0587 acc: 97.5342 loss_bbox: 0.0841 loss_mask: 0.2060 2022/11/01 15:10:53 - mmengine - INFO - Epoch(train) [145][80/125] lr: 2.0000e-04 eta: 0:13:09 time: 0.3863 data_time: 0.0896 memory: 9393 loss: 0.3394 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0041 loss_cls: 0.0560 acc: 98.1934 loss_bbox: 0.0841 loss_mask: 0.1914 2022/11/01 15:10:55 - mmengine - INFO - Epoch(train) [145][85/125] lr: 2.0000e-04 eta: 0:13:09 time: 0.3996 data_time: 0.0997 memory: 9555 loss: 0.3301 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0043 loss_cls: 0.0607 acc: 96.9727 loss_bbox: 0.0868 loss_mask: 0.1748 2022/11/01 15:10:57 - mmengine - INFO - Epoch(train) [145][90/125] lr: 2.0000e-04 eta: 0:13:04 time: 0.3911 data_time: 0.1010 memory: 8780 loss: 0.3239 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0031 loss_cls: 0.0539 acc: 98.9014 loss_bbox: 0.0716 loss_mask: 0.1918 2022/11/01 15:10:59 - mmengine - INFO - Epoch(train) [145][95/125] lr: 2.0000e-04 eta: 0:13:04 time: 0.3980 data_time: 0.1155 memory: 9670 loss: 0.3445 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0036 loss_cls: 0.0513 acc: 97.1191 loss_bbox: 0.0741 loss_mask: 0.2102 2022/11/01 15:11:01 - mmengine - INFO - Epoch(train) [145][100/125] lr: 2.0000e-04 eta: 0:13:00 time: 0.4177 data_time: 0.1222 memory: 9514 loss: 0.3833 loss_rpn_cls: 0.0060 loss_rpn_bbox: 0.0052 loss_cls: 0.0685 acc: 96.2891 loss_bbox: 0.1006 loss_mask: 0.2029 2022/11/01 15:11:03 - mmengine - INFO - Epoch(train) [145][105/125] lr: 2.0000e-04 eta: 0:13:00 time: 0.4385 data_time: 0.1418 memory: 9173 loss: 0.3798 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0048 loss_cls: 0.0700 acc: 97.6318 loss_bbox: 0.0926 loss_mask: 0.2075 2022/11/01 15:11:05 - mmengine - INFO - Epoch(train) [145][110/125] lr: 2.0000e-04 eta: 0:12:56 time: 0.4126 data_time: 0.1219 memory: 9249 loss: 0.3595 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0042 loss_cls: 0.0607 acc: 97.1924 loss_bbox: 0.0839 loss_mask: 0.2067 2022/11/01 15:11:07 - mmengine - INFO - Epoch(train) [145][115/125] lr: 2.0000e-04 eta: 0:12:56 time: 0.3640 data_time: 0.0753 memory: 9141 loss: 0.3170 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0031 loss_cls: 0.0529 acc: 97.1191 loss_bbox: 0.0752 loss_mask: 0.1831 2022/11/01 15:11:09 - mmengine - INFO - Epoch(train) [145][120/125] lr: 2.0000e-04 eta: 0:12:52 time: 0.3882 data_time: 0.1002 memory: 9229 loss: 0.3148 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0033 loss_cls: 0.0546 acc: 97.0459 loss_bbox: 0.0717 loss_mask: 0.1824 2022/11/01 15:11:11 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:11:11 - mmengine - INFO - Epoch(train) [145][125/125] lr: 2.0000e-04 eta: 0:12:52 time: 0.3710 data_time: 0.0792 memory: 9419 loss: 0.3360 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0037 loss_cls: 0.0592 acc: 99.0479 loss_bbox: 0.0823 loss_mask: 0.1878 2022/11/01 15:11:13 - mmengine - INFO - Epoch(train) [146][5/125] lr: 2.0000e-04 eta: 0:12:52 time: 0.4094 data_time: 0.1222 memory: 9252 loss: 0.3208 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0032 loss_cls: 0.0529 acc: 98.8525 loss_bbox: 0.0749 loss_mask: 0.1875 2022/11/01 15:11:15 - mmengine - INFO - Epoch(train) [146][10/125] lr: 2.0000e-04 eta: 0:12:46 time: 0.4215 data_time: 0.1405 memory: 9285 loss: 0.3220 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0531 acc: 97.0459 loss_bbox: 0.0683 loss_mask: 0.1937 2022/11/01 15:11:17 - mmengine - INFO - Epoch(train) [146][15/125] lr: 2.0000e-04 eta: 0:12:46 time: 0.3718 data_time: 0.0811 memory: 9177 loss: 0.3384 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0037 loss_cls: 0.0590 acc: 98.2666 loss_bbox: 0.0791 loss_mask: 0.1923 2022/11/01 15:11:19 - mmengine - INFO - Epoch(train) [146][20/125] lr: 2.0000e-04 eta: 0:12:42 time: 0.3851 data_time: 0.0823 memory: 9232 loss: 0.3272 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0030 loss_cls: 0.0581 acc: 97.1436 loss_bbox: 0.0765 loss_mask: 0.1866 2022/11/01 15:11:21 - mmengine - INFO - Epoch(train) [146][25/125] lr: 2.0000e-04 eta: 0:12:42 time: 0.4490 data_time: 0.1141 memory: 9222 loss: 0.3202 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0032 loss_cls: 0.0559 acc: 97.1924 loss_bbox: 0.0702 loss_mask: 0.1880 2022/11/01 15:11:24 - mmengine - INFO - Epoch(train) [146][30/125] lr: 2.0000e-04 eta: 0:12:37 time: 0.4793 data_time: 0.1408 memory: 9275 loss: 0.3268 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0033 loss_cls: 0.0541 acc: 98.2666 loss_bbox: 0.0749 loss_mask: 0.1907 2022/11/01 15:11:26 - mmengine - INFO - Epoch(train) [146][35/125] lr: 2.0000e-04 eta: 0:12:37 time: 0.4279 data_time: 0.1187 memory: 9578 loss: 0.3330 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0561 acc: 97.8760 loss_bbox: 0.0822 loss_mask: 0.1857 2022/11/01 15:11:28 - mmengine - INFO - Epoch(train) [146][40/125] lr: 2.0000e-04 eta: 0:12:33 time: 0.3942 data_time: 0.0940 memory: 9327 loss: 0.3260 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0041 loss_cls: 0.0574 acc: 96.6797 loss_bbox: 0.0771 loss_mask: 0.1828 2022/11/01 15:11:30 - mmengine - INFO - Epoch(train) [146][45/125] lr: 2.0000e-04 eta: 0:12:33 time: 0.4003 data_time: 0.1069 memory: 9164 loss: 0.3200 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0027 loss_cls: 0.0562 acc: 97.1436 loss_bbox: 0.0726 loss_mask: 0.1861 2022/11/01 15:11:32 - mmengine - INFO - Epoch(train) [146][50/125] lr: 2.0000e-04 eta: 0:12:29 time: 0.3997 data_time: 0.1117 memory: 8914 loss: 0.3241 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0037 loss_cls: 0.0528 acc: 98.6816 loss_bbox: 0.0712 loss_mask: 0.1926 2022/11/01 15:11:34 - mmengine - INFO - Epoch(train) [146][55/125] lr: 2.0000e-04 eta: 0:12:29 time: 0.3964 data_time: 0.0939 memory: 9373 loss: 0.3374 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0043 loss_cls: 0.0560 acc: 97.9004 loss_bbox: 0.0758 loss_mask: 0.1966 2022/11/01 15:11:35 - mmengine - INFO - Epoch(train) [146][60/125] lr: 2.0000e-04 eta: 0:12:25 time: 0.3870 data_time: 0.0861 memory: 8927 loss: 0.3143 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0033 loss_cls: 0.0505 acc: 98.2178 loss_bbox: 0.0668 loss_mask: 0.1909 2022/11/01 15:11:37 - mmengine - INFO - Epoch(train) [146][65/125] lr: 2.0000e-04 eta: 0:12:25 time: 0.3789 data_time: 0.0864 memory: 9170 loss: 0.2850 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0027 loss_cls: 0.0419 acc: 97.3145 loss_bbox: 0.0533 loss_mask: 0.1839 2022/11/01 15:11:39 - mmengine - INFO - Epoch(train) [146][70/125] lr: 2.0000e-04 eta: 0:12:21 time: 0.3977 data_time: 0.0869 memory: 9520 loss: 0.2919 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0030 loss_cls: 0.0464 acc: 98.9990 loss_bbox: 0.0627 loss_mask: 0.1765 2022/11/01 15:11:42 - mmengine - INFO - Epoch(train) [146][75/125] lr: 2.0000e-04 eta: 0:12:21 time: 0.4376 data_time: 0.1324 memory: 9432 loss: 0.3282 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0038 loss_cls: 0.0584 acc: 97.7783 loss_bbox: 0.0769 loss_mask: 0.1859 2022/11/01 15:11:44 - mmengine - INFO - Epoch(train) [146][80/125] lr: 2.0000e-04 eta: 0:12:17 time: 0.4328 data_time: 0.1390 memory: 9124 loss: 0.3488 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0037 loss_cls: 0.0645 acc: 97.6074 loss_bbox: 0.0845 loss_mask: 0.1923 2022/11/01 15:11:46 - mmengine - INFO - Epoch(train) [146][85/125] lr: 2.0000e-04 eta: 0:12:17 time: 0.3989 data_time: 0.0999 memory: 9262 loss: 0.3016 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0027 loss_cls: 0.0501 acc: 98.1689 loss_bbox: 0.0653 loss_mask: 0.1792 2022/11/01 15:11:48 - mmengine - INFO - Epoch(train) [146][90/125] lr: 2.0000e-04 eta: 0:12:13 time: 0.4059 data_time: 0.1027 memory: 9524 loss: 0.2964 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0029 loss_cls: 0.0492 acc: 97.3633 loss_bbox: 0.0631 loss_mask: 0.1778 2022/11/01 15:11:50 - mmengine - INFO - Epoch(train) [146][95/125] lr: 2.0000e-04 eta: 0:12:13 time: 0.4136 data_time: 0.1008 memory: 9501 loss: 0.3163 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0034 loss_cls: 0.0532 acc: 98.4619 loss_bbox: 0.0752 loss_mask: 0.1822 2022/11/01 15:11:52 - mmengine - INFO - Epoch(train) [146][100/125] lr: 2.0000e-04 eta: 0:12:09 time: 0.3981 data_time: 0.0909 memory: 9246 loss: 0.3108 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0029 loss_cls: 0.0492 acc: 98.2910 loss_bbox: 0.0683 loss_mask: 0.1878 2022/11/01 15:11:54 - mmengine - INFO - Epoch(train) [146][105/125] lr: 2.0000e-04 eta: 0:12:09 time: 0.3981 data_time: 0.1036 memory: 9252 loss: 0.3184 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0031 loss_cls: 0.0526 acc: 97.9980 loss_bbox: 0.0726 loss_mask: 0.1874 2022/11/01 15:11:56 - mmengine - INFO - Epoch(train) [146][110/125] lr: 2.0000e-04 eta: 0:12:05 time: 0.4186 data_time: 0.1190 memory: 8954 loss: 0.3132 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0028 loss_cls: 0.0560 acc: 97.7051 loss_bbox: 0.0704 loss_mask: 0.1814 2022/11/01 15:11:59 - mmengine - INFO - Epoch(train) [146][115/125] lr: 2.0000e-04 eta: 0:12:05 time: 0.5148 data_time: 0.1480 memory: 9226 loss: 0.3299 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0027 loss_cls: 0.0644 acc: 97.1680 loss_bbox: 0.0731 loss_mask: 0.1856 2022/11/01 15:12:01 - mmengine - INFO - Epoch(train) [146][120/125] lr: 2.0000e-04 eta: 0:12:01 time: 0.5311 data_time: 0.1495 memory: 9186 loss: 0.3313 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0029 loss_cls: 0.0607 acc: 97.3877 loss_bbox: 0.0786 loss_mask: 0.1849 2022/11/01 15:12:03 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:12:03 - mmengine - INFO - Epoch(train) [146][125/125] lr: 2.0000e-04 eta: 0:12:01 time: 0.3920 data_time: 0.0679 memory: 9232 loss: 0.3106 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0028 loss_cls: 0.0507 acc: 98.3887 loss_bbox: 0.0724 loss_mask: 0.1817 2022/11/01 15:12:06 - mmengine - INFO - Epoch(train) [147][5/125] lr: 2.0000e-04 eta: 0:12:01 time: 0.4856 data_time: 0.1365 memory: 10940 loss: 0.3446 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0035 loss_cls: 0.0605 acc: 97.1680 loss_bbox: 0.0816 loss_mask: 0.1949 2022/11/01 15:12:08 - mmengine - INFO - Epoch(train) [147][10/125] lr: 2.0000e-04 eta: 0:11:54 time: 0.5188 data_time: 0.1727 memory: 9219 loss: 0.3571 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0043 loss_cls: 0.0611 acc: 97.5342 loss_bbox: 0.0898 loss_mask: 0.1962 2022/11/01 15:12:11 - mmengine - INFO - Epoch(train) [147][15/125] lr: 2.0000e-04 eta: 0:11:54 time: 0.4371 data_time: 0.1329 memory: 9631 loss: 0.3552 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0045 loss_cls: 0.0616 acc: 98.5352 loss_bbox: 0.0936 loss_mask: 0.1901 2022/11/01 15:12:13 - mmengine - INFO - Epoch(train) [147][20/125] lr: 2.0000e-04 eta: 0:11:50 time: 0.4325 data_time: 0.1327 memory: 9259 loss: 0.3877 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0045 loss_cls: 0.0722 acc: 96.8750 loss_bbox: 0.0987 loss_mask: 0.2071 2022/11/01 15:12:15 - mmengine - INFO - Epoch(train) [147][25/125] lr: 2.0000e-04 eta: 0:11:50 time: 0.4273 data_time: 0.1256 memory: 9134 loss: 0.3790 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0041 loss_cls: 0.0648 acc: 98.0713 loss_bbox: 0.0895 loss_mask: 0.2151 2022/11/01 15:12:17 - mmengine - INFO - Epoch(train) [147][30/125] lr: 2.0000e-04 eta: 0:11:46 time: 0.4248 data_time: 0.1133 memory: 9654 loss: 0.3509 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0039 loss_cls: 0.0621 acc: 95.1904 loss_bbox: 0.0823 loss_mask: 0.1978 2022/11/01 15:12:19 - mmengine - INFO - Epoch(train) [147][35/125] lr: 2.0000e-04 eta: 0:11:46 time: 0.4236 data_time: 0.1051 memory: 9232 loss: 0.3591 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0039 loss_cls: 0.0666 acc: 97.5586 loss_bbox: 0.0822 loss_mask: 0.2007 2022/11/01 15:12:21 - mmengine - INFO - Epoch(train) [147][40/125] lr: 2.0000e-04 eta: 0:11:42 time: 0.4097 data_time: 0.1007 memory: 9069 loss: 0.3393 loss_rpn_cls: 0.0052 loss_rpn_bbox: 0.0032 loss_cls: 0.0565 acc: 97.8027 loss_bbox: 0.0712 loss_mask: 0.2031 2022/11/01 15:12:23 - mmengine - INFO - Epoch(train) [147][45/125] lr: 2.0000e-04 eta: 0:11:42 time: 0.4232 data_time: 0.1236 memory: 8987 loss: 0.3104 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0025 loss_cls: 0.0482 acc: 97.4365 loss_bbox: 0.0651 loss_mask: 0.1916 2022/11/01 15:12:25 - mmengine - INFO - Epoch(train) [147][50/125] lr: 2.0000e-04 eta: 0:11:38 time: 0.4457 data_time: 0.1480 memory: 9232 loss: 0.3364 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0035 loss_cls: 0.0586 acc: 97.5586 loss_bbox: 0.0773 loss_mask: 0.1923 2022/11/01 15:12:28 - mmengine - INFO - Epoch(train) [147][55/125] lr: 2.0000e-04 eta: 0:11:38 time: 0.4649 data_time: 0.1530 memory: 9403 loss: 0.3768 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0050 loss_cls: 0.0747 acc: 96.9971 loss_bbox: 0.0969 loss_mask: 0.1949 2022/11/01 15:12:30 - mmengine - INFO - Epoch(train) [147][60/125] lr: 2.0000e-04 eta: 0:11:34 time: 0.4355 data_time: 0.1268 memory: 8987 loss: 0.3402 loss_rpn_cls: 0.0020 loss_rpn_bbox: 0.0037 loss_cls: 0.0582 acc: 97.8027 loss_bbox: 0.0812 loss_mask: 0.1951 2022/11/01 15:12:32 - mmengine - INFO - Epoch(train) [147][65/125] lr: 2.0000e-04 eta: 0:11:34 time: 0.3761 data_time: 0.0873 memory: 9304 loss: 0.3038 loss_rpn_cls: 0.0020 loss_rpn_bbox: 0.0024 loss_cls: 0.0451 acc: 96.6309 loss_bbox: 0.0662 loss_mask: 0.1881 2022/11/01 15:12:34 - mmengine - INFO - Epoch(train) [147][70/125] lr: 2.0000e-04 eta: 0:11:30 time: 0.3909 data_time: 0.0984 memory: 9190 loss: 0.3237 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0029 loss_cls: 0.0571 acc: 97.3633 loss_bbox: 0.0791 loss_mask: 0.1816 2022/11/01 15:12:36 - mmengine - INFO - Epoch(train) [147][75/125] lr: 2.0000e-04 eta: 0:11:30 time: 0.3929 data_time: 0.0966 memory: 9324 loss: 0.3163 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0032 loss_cls: 0.0582 acc: 99.7070 loss_bbox: 0.0784 loss_mask: 0.1734 2022/11/01 15:12:38 - mmengine - INFO - Epoch(train) [147][80/125] lr: 2.0000e-04 eta: 0:11:26 time: 0.4279 data_time: 0.0932 memory: 9575 loss: 0.3278 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0035 loss_cls: 0.0597 acc: 96.1670 loss_bbox: 0.0788 loss_mask: 0.1827 2022/11/01 15:12:40 - mmengine - INFO - Epoch(train) [147][85/125] lr: 2.0000e-04 eta: 0:11:26 time: 0.4677 data_time: 0.1084 memory: 9003 loss: 0.3511 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0030 loss_cls: 0.0628 acc: 98.2422 loss_bbox: 0.0787 loss_mask: 0.2034 2022/11/01 15:12:42 - mmengine - INFO - Epoch(train) [147][90/125] lr: 2.0000e-04 eta: 0:11:22 time: 0.4200 data_time: 0.0997 memory: 9533 loss: 0.3528 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0032 loss_cls: 0.0627 acc: 96.1182 loss_bbox: 0.0811 loss_mask: 0.2027 2022/11/01 15:12:44 - mmengine - INFO - Epoch(train) [147][95/125] lr: 2.0000e-04 eta: 0:11:22 time: 0.4012 data_time: 0.0972 memory: 9079 loss: 0.3452 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0035 loss_cls: 0.0612 acc: 97.2412 loss_bbox: 0.0847 loss_mask: 0.1932 2022/11/01 15:12:46 - mmengine - INFO - Epoch(train) [147][100/125] lr: 2.0000e-04 eta: 0:11:17 time: 0.4095 data_time: 0.1080 memory: 8994 loss: 0.3414 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0038 loss_cls: 0.0615 acc: 97.5586 loss_bbox: 0.0795 loss_mask: 0.1933 2022/11/01 15:12:48 - mmengine - INFO - Epoch(train) [147][105/125] lr: 2.0000e-04 eta: 0:11:17 time: 0.3948 data_time: 0.1009 memory: 9471 loss: 0.3507 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0047 loss_cls: 0.0630 acc: 96.7529 loss_bbox: 0.0903 loss_mask: 0.1883 2022/11/01 15:12:50 - mmengine - INFO - Epoch(train) [147][110/125] lr: 2.0000e-04 eta: 0:11:13 time: 0.3987 data_time: 0.1004 memory: 9614 loss: 0.3504 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0043 loss_cls: 0.0633 acc: 97.0703 loss_bbox: 0.0953 loss_mask: 0.1833 2022/11/01 15:12:52 - mmengine - INFO - Epoch(train) [147][115/125] lr: 2.0000e-04 eta: 0:11:13 time: 0.3966 data_time: 0.1013 memory: 9213 loss: 0.3552 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0038 loss_cls: 0.0655 acc: 96.4355 loss_bbox: 0.0884 loss_mask: 0.1928 2022/11/01 15:12:54 - mmengine - INFO - Epoch(train) [147][120/125] lr: 2.0000e-04 eta: 0:11:09 time: 0.4000 data_time: 0.1090 memory: 10143 loss: 0.3540 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0045 loss_cls: 0.0658 acc: 97.2656 loss_bbox: 0.0885 loss_mask: 0.1906 2022/11/01 15:12:56 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:12:56 - mmengine - INFO - Epoch(train) [147][125/125] lr: 2.0000e-04 eta: 0:11:09 time: 0.3603 data_time: 0.0712 memory: 9331 loss: 0.3478 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0046 loss_cls: 0.0602 acc: 98.3643 loss_bbox: 0.0783 loss_mask: 0.2002 2022/11/01 15:12:58 - mmengine - INFO - Epoch(train) [148][5/125] lr: 2.0000e-04 eta: 0:11:09 time: 0.4103 data_time: 0.1217 memory: 9608 loss: 0.3503 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0042 loss_cls: 0.0582 acc: 97.8027 loss_bbox: 0.0761 loss_mask: 0.2066 2022/11/01 15:13:00 - mmengine - INFO - Epoch(train) [148][10/125] lr: 2.0000e-04 eta: 0:11:03 time: 0.4512 data_time: 0.1568 memory: 9337 loss: 0.3558 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0045 loss_cls: 0.0623 acc: 98.9014 loss_bbox: 0.0944 loss_mask: 0.1893 2022/11/01 15:13:02 - mmengine - INFO - Epoch(train) [148][15/125] lr: 2.0000e-04 eta: 0:11:03 time: 0.4044 data_time: 0.1064 memory: 9392 loss: 0.3728 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0046 loss_cls: 0.0651 acc: 98.5840 loss_bbox: 0.1023 loss_mask: 0.1957 2022/11/01 15:13:04 - mmengine - INFO - Epoch(train) [148][20/125] lr: 2.0000e-04 eta: 0:10:59 time: 0.3944 data_time: 0.0877 memory: 9209 loss: 0.3623 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0039 loss_cls: 0.0656 acc: 97.6074 loss_bbox: 0.0890 loss_mask: 0.2000 2022/11/01 15:13:06 - mmengine - INFO - Epoch(train) [148][25/125] lr: 2.0000e-04 eta: 0:10:59 time: 0.3983 data_time: 0.0980 memory: 9327 loss: 0.3240 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0034 loss_cls: 0.0554 acc: 97.8516 loss_bbox: 0.0732 loss_mask: 0.1894 2022/11/01 15:13:09 - mmengine - INFO - Epoch(train) [148][30/125] lr: 2.0000e-04 eta: 0:10:55 time: 0.4578 data_time: 0.1688 memory: 9307 loss: 0.3261 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0037 loss_cls: 0.0540 acc: 97.7783 loss_bbox: 0.0748 loss_mask: 0.1895 2022/11/01 15:13:11 - mmengine - INFO - Epoch(train) [148][35/125] lr: 2.0000e-04 eta: 0:10:55 time: 0.4523 data_time: 0.1536 memory: 9386 loss: 0.3579 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0038 loss_cls: 0.0631 acc: 97.5342 loss_bbox: 0.0853 loss_mask: 0.2011 2022/11/01 15:13:13 - mmengine - INFO - Epoch(train) [148][40/125] lr: 2.0000e-04 eta: 0:10:51 time: 0.4122 data_time: 0.0867 memory: 9524 loss: 0.3702 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0039 loss_cls: 0.0639 acc: 99.0723 loss_bbox: 0.0896 loss_mask: 0.2091 2022/11/01 15:13:15 - mmengine - INFO - Epoch(train) [148][45/125] lr: 2.0000e-04 eta: 0:10:51 time: 0.4333 data_time: 0.0981 memory: 9591 loss: 0.3634 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0039 loss_cls: 0.0581 acc: 98.9746 loss_bbox: 0.0866 loss_mask: 0.2116 2022/11/01 15:13:18 - mmengine - INFO - Epoch(train) [148][50/125] lr: 2.0000e-04 eta: 0:10:47 time: 0.4761 data_time: 0.1599 memory: 9216 loss: 0.3281 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0033 loss_cls: 0.0501 acc: 97.2412 loss_bbox: 0.0725 loss_mask: 0.1994 2022/11/01 15:13:20 - mmengine - INFO - Epoch(train) [148][55/125] lr: 2.0000e-04 eta: 0:10:47 time: 0.4601 data_time: 0.1599 memory: 9108 loss: 0.2907 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0027 loss_cls: 0.0451 acc: 97.8027 loss_bbox: 0.0610 loss_mask: 0.1790 2022/11/01 15:13:22 - mmengine - INFO - Epoch(train) [148][60/125] lr: 2.0000e-04 eta: 0:10:42 time: 0.3954 data_time: 0.1077 memory: 9337 loss: 0.3278 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0025 loss_cls: 0.0554 acc: 97.8271 loss_bbox: 0.0691 loss_mask: 0.1975 2022/11/01 15:13:24 - mmengine - INFO - Epoch(train) [148][65/125] lr: 2.0000e-04 eta: 0:10:42 time: 0.3907 data_time: 0.0933 memory: 9719 loss: 0.3815 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0040 loss_cls: 0.0679 acc: 97.6562 loss_bbox: 0.0887 loss_mask: 0.2176 2022/11/01 15:13:26 - mmengine - INFO - Epoch(train) [148][70/125] lr: 2.0000e-04 eta: 0:10:38 time: 0.4142 data_time: 0.1066 memory: 9386 loss: 0.3445 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0040 loss_cls: 0.0611 acc: 97.7539 loss_bbox: 0.0815 loss_mask: 0.1949 2022/11/01 15:13:28 - mmengine - INFO - Epoch(train) [148][75/125] lr: 2.0000e-04 eta: 0:10:38 time: 0.3955 data_time: 0.0992 memory: 9128 loss: 0.3045 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0027 loss_cls: 0.0507 acc: 98.0469 loss_bbox: 0.0656 loss_mask: 0.1821 2022/11/01 15:13:29 - mmengine - INFO - Epoch(train) [148][80/125] lr: 2.0000e-04 eta: 0:10:34 time: 0.3611 data_time: 0.0738 memory: 9026 loss: 0.3121 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0028 loss_cls: 0.0476 acc: 98.1934 loss_bbox: 0.0685 loss_mask: 0.1896 2022/11/01 15:13:31 - mmengine - INFO - Epoch(train) [148][85/125] lr: 2.0000e-04 eta: 0:10:34 time: 0.3785 data_time: 0.0898 memory: 9151 loss: 0.2965 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0028 loss_cls: 0.0431 acc: 98.9014 loss_bbox: 0.0664 loss_mask: 0.1812 2022/11/01 15:13:33 - mmengine - INFO - Epoch(train) [148][90/125] lr: 2.0000e-04 eta: 0:10:30 time: 0.4027 data_time: 0.1138 memory: 9229 loss: 0.3222 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0030 loss_cls: 0.0533 acc: 96.7773 loss_bbox: 0.0736 loss_mask: 0.1894 2022/11/01 15:13:36 - mmengine - INFO - Epoch(train) [148][95/125] lr: 2.0000e-04 eta: 0:10:30 time: 0.4147 data_time: 0.1192 memory: 9262 loss: 0.3573 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0033 loss_cls: 0.0607 acc: 97.4121 loss_bbox: 0.0802 loss_mask: 0.2095 2022/11/01 15:13:37 - mmengine - INFO - Epoch(train) [148][100/125] lr: 2.0000e-04 eta: 0:10:26 time: 0.3889 data_time: 0.0946 memory: 9419 loss: 0.3527 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0039 loss_cls: 0.0621 acc: 95.4102 loss_bbox: 0.0814 loss_mask: 0.1996 2022/11/01 15:13:39 - mmengine - INFO - Epoch(train) [148][105/125] lr: 2.0000e-04 eta: 0:10:26 time: 0.3785 data_time: 0.0876 memory: 9232 loss: 0.3225 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0038 loss_cls: 0.0582 acc: 97.9248 loss_bbox: 0.0773 loss_mask: 0.1783 2022/11/01 15:13:42 - mmengine - INFO - Epoch(train) [148][110/125] lr: 2.0000e-04 eta: 0:10:22 time: 0.4123 data_time: 0.1177 memory: 9474 loss: 0.3171 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0032 loss_cls: 0.0564 acc: 95.8740 loss_bbox: 0.0755 loss_mask: 0.1791 2022/11/01 15:13:43 - mmengine - INFO - Epoch(train) [148][115/125] lr: 2.0000e-04 eta: 0:10:22 time: 0.3971 data_time: 0.1097 memory: 9164 loss: 0.3112 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0037 loss_cls: 0.0548 acc: 99.0234 loss_bbox: 0.0697 loss_mask: 0.1789 2022/11/01 15:13:45 - mmengine - INFO - Epoch(train) [148][120/125] lr: 2.0000e-04 eta: 0:10:18 time: 0.3631 data_time: 0.0801 memory: 9598 loss: 0.3135 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0498 acc: 99.4385 loss_bbox: 0.0741 loss_mask: 0.1826 2022/11/01 15:13:47 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:13:47 - mmengine - INFO - Epoch(train) [148][125/125] lr: 2.0000e-04 eta: 0:10:18 time: 0.3544 data_time: 0.0686 memory: 9147 loss: 0.3240 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0037 loss_cls: 0.0519 acc: 98.1445 loss_bbox: 0.0815 loss_mask: 0.1810 2022/11/01 15:13:49 - mmengine - INFO - Epoch(train) [149][5/125] lr: 2.0000e-04 eta: 0:10:18 time: 0.4124 data_time: 0.1165 memory: 9350 loss: 0.2993 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0037 loss_cls: 0.0513 acc: 98.0713 loss_bbox: 0.0718 loss_mask: 0.1666 2022/11/01 15:13:51 - mmengine - INFO - Epoch(train) [149][10/125] lr: 2.0000e-04 eta: 0:10:11 time: 0.4521 data_time: 0.1408 memory: 9396 loss: 0.3070 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0030 loss_cls: 0.0524 acc: 98.6328 loss_bbox: 0.0708 loss_mask: 0.1779 2022/11/01 15:13:54 - mmengine - INFO - Epoch(train) [149][15/125] lr: 2.0000e-04 eta: 0:10:11 time: 0.4342 data_time: 0.1151 memory: 8954 loss: 0.3180 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0028 loss_cls: 0.0500 acc: 98.7305 loss_bbox: 0.0690 loss_mask: 0.1936 2022/11/01 15:13:56 - mmengine - INFO - Epoch(train) [149][20/125] lr: 2.0000e-04 eta: 0:10:07 time: 0.4574 data_time: 0.1141 memory: 9137 loss: 0.3095 loss_rpn_cls: 0.0021 loss_rpn_bbox: 0.0027 loss_cls: 0.0516 acc: 96.8262 loss_bbox: 0.0659 loss_mask: 0.1873 2022/11/01 15:13:58 - mmengine - INFO - Epoch(train) [149][25/125] lr: 2.0000e-04 eta: 0:10:07 time: 0.4774 data_time: 0.1173 memory: 9255 loss: 0.3191 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0031 loss_cls: 0.0551 acc: 97.7783 loss_bbox: 0.0751 loss_mask: 0.1832 2022/11/01 15:14:00 - mmengine - INFO - Epoch(train) [149][30/125] lr: 2.0000e-04 eta: 0:10:03 time: 0.4461 data_time: 0.1084 memory: 9422 loss: 0.3294 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0036 loss_cls: 0.0545 acc: 97.9492 loss_bbox: 0.0849 loss_mask: 0.1834 2022/11/01 15:14:03 - mmengine - INFO - Epoch(train) [149][35/125] lr: 2.0000e-04 eta: 0:10:03 time: 0.4474 data_time: 0.1251 memory: 9523 loss: 0.3340 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0039 loss_cls: 0.0552 acc: 96.1426 loss_bbox: 0.0832 loss_mask: 0.1884 2022/11/01 15:14:05 - mmengine - INFO - Epoch(train) [149][40/125] lr: 2.0000e-04 eta: 0:09:59 time: 0.4278 data_time: 0.1183 memory: 8950 loss: 0.3251 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0032 loss_cls: 0.0540 acc: 98.6572 loss_bbox: 0.0721 loss_mask: 0.1928 2022/11/01 15:14:07 - mmengine - INFO - Epoch(train) [149][45/125] lr: 2.0000e-04 eta: 0:09:59 time: 0.3861 data_time: 0.0943 memory: 9353 loss: 0.3179 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0028 loss_cls: 0.0488 acc: 98.7305 loss_bbox: 0.0623 loss_mask: 0.1996 2022/11/01 15:14:09 - mmengine - INFO - Epoch(train) [149][50/125] lr: 2.0000e-04 eta: 0:09:55 time: 0.3795 data_time: 0.0921 memory: 9183 loss: 0.3195 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0030 loss_cls: 0.0534 acc: 97.2168 loss_bbox: 0.0614 loss_mask: 0.1974 2022/11/01 15:14:11 - mmengine - INFO - Epoch(train) [149][55/125] lr: 2.0000e-04 eta: 0:09:55 time: 0.3997 data_time: 0.0881 memory: 9465 loss: 0.3287 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0032 loss_cls: 0.0627 acc: 96.7773 loss_bbox: 0.0701 loss_mask: 0.1897 2022/11/01 15:14:13 - mmengine - INFO - Epoch(train) [149][60/125] lr: 2.0000e-04 eta: 0:09:51 time: 0.4079 data_time: 0.0965 memory: 8751 loss: 0.3143 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0031 loss_cls: 0.0527 acc: 98.5596 loss_bbox: 0.0606 loss_mask: 0.1931 2022/11/01 15:14:15 - mmengine - INFO - Epoch(train) [149][65/125] lr: 2.0000e-04 eta: 0:09:51 time: 0.4082 data_time: 0.1138 memory: 9511 loss: 0.3182 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0040 loss_cls: 0.0511 acc: 96.4844 loss_bbox: 0.0675 loss_mask: 0.1905 2022/11/01 15:14:17 - mmengine - INFO - Epoch(train) [149][70/125] lr: 2.0000e-04 eta: 0:09:47 time: 0.4052 data_time: 0.1105 memory: 9180 loss: 0.3421 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0047 loss_cls: 0.0590 acc: 99.5117 loss_bbox: 0.0830 loss_mask: 0.1907 2022/11/01 15:14:19 - mmengine - INFO - Epoch(train) [149][75/125] lr: 2.0000e-04 eta: 0:09:47 time: 0.4186 data_time: 0.1144 memory: 9510 loss: 0.3440 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0042 loss_cls: 0.0607 acc: 96.9238 loss_bbox: 0.0818 loss_mask: 0.1922 2022/11/01 15:14:21 - mmengine - INFO - Epoch(train) [149][80/125] lr: 2.0000e-04 eta: 0:09:43 time: 0.4186 data_time: 0.1075 memory: 9154 loss: 0.3567 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0044 loss_cls: 0.0670 acc: 95.9961 loss_bbox: 0.0884 loss_mask: 0.1914 2022/11/01 15:14:23 - mmengine - INFO - Epoch(train) [149][85/125] lr: 2.0000e-04 eta: 0:09:43 time: 0.3859 data_time: 0.0872 memory: 9069 loss: 0.3362 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0039 loss_cls: 0.0592 acc: 98.3398 loss_bbox: 0.0754 loss_mask: 0.1929 2022/11/01 15:14:25 - mmengine - INFO - Epoch(train) [149][90/125] lr: 2.0000e-04 eta: 0:09:39 time: 0.3766 data_time: 0.0863 memory: 9376 loss: 0.3083 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0026 loss_cls: 0.0493 acc: 97.3633 loss_bbox: 0.0626 loss_mask: 0.1912 2022/11/01 15:14:27 - mmengine - INFO - Epoch(train) [149][95/125] lr: 2.0000e-04 eta: 0:09:39 time: 0.3708 data_time: 0.0844 memory: 9216 loss: 0.3103 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0027 loss_cls: 0.0494 acc: 98.9258 loss_bbox: 0.0670 loss_mask: 0.1884 2022/11/01 15:14:28 - mmengine - INFO - Epoch(train) [149][100/125] lr: 2.0000e-04 eta: 0:09:34 time: 0.3684 data_time: 0.0759 memory: 9121 loss: 0.3263 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0032 loss_cls: 0.0543 acc: 98.0957 loss_bbox: 0.0748 loss_mask: 0.1897 2022/11/01 15:14:30 - mmengine - INFO - Epoch(train) [149][105/125] lr: 2.0000e-04 eta: 0:09:34 time: 0.3847 data_time: 0.0946 memory: 9239 loss: 0.3127 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0027 loss_cls: 0.0511 acc: 96.9482 loss_bbox: 0.0677 loss_mask: 0.1872 2022/11/01 15:14:32 - mmengine - INFO - Epoch(train) [149][110/125] lr: 2.0000e-04 eta: 0:09:30 time: 0.4040 data_time: 0.1071 memory: 9173 loss: 0.3146 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0032 loss_cls: 0.0533 acc: 96.9971 loss_bbox: 0.0705 loss_mask: 0.1838 2022/11/01 15:14:35 - mmengine - INFO - Epoch(train) [149][115/125] lr: 2.0000e-04 eta: 0:09:30 time: 0.4441 data_time: 0.1189 memory: 9043 loss: 0.3176 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0032 loss_cls: 0.0541 acc: 98.6084 loss_bbox: 0.0711 loss_mask: 0.1849 2022/11/01 15:14:37 - mmengine - INFO - Epoch(train) [149][120/125] lr: 2.0000e-04 eta: 0:09:26 time: 0.4358 data_time: 0.1170 memory: 9229 loss: 0.3142 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0030 loss_cls: 0.0529 acc: 99.2920 loss_bbox: 0.0693 loss_mask: 0.1852 2022/11/01 15:14:38 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:14:38 - mmengine - INFO - Epoch(train) [149][125/125] lr: 2.0000e-04 eta: 0:09:26 time: 0.3469 data_time: 0.0507 memory: 9386 loss: 0.3177 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0030 loss_cls: 0.0550 acc: 98.2910 loss_bbox: 0.0719 loss_mask: 0.1848 2022/11/01 15:14:41 - mmengine - INFO - Epoch(train) [150][5/125] lr: 2.0000e-04 eta: 0:09:26 time: 0.4085 data_time: 0.1049 memory: 9105 loss: 0.3124 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0024 loss_cls: 0.0513 acc: 97.3877 loss_bbox: 0.0706 loss_mask: 0.1856 2022/11/01 15:14:43 - mmengine - INFO - Epoch(train) [150][10/125] lr: 2.0000e-04 eta: 0:09:20 time: 0.4619 data_time: 0.1569 memory: 8875 loss: 0.3130 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0021 loss_cls: 0.0480 acc: 98.4863 loss_bbox: 0.0628 loss_mask: 0.1967 2022/11/01 15:14:45 - mmengine - INFO - Epoch(train) [150][15/125] lr: 2.0000e-04 eta: 0:09:20 time: 0.4139 data_time: 0.1135 memory: 9517 loss: 0.3451 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0034 loss_cls: 0.0564 acc: 97.1191 loss_bbox: 0.0745 loss_mask: 0.2049 2022/11/01 15:14:47 - mmengine - INFO - Epoch(train) [150][20/125] lr: 2.0000e-04 eta: 0:09:16 time: 0.3897 data_time: 0.0901 memory: 9409 loss: 0.3796 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0047 loss_cls: 0.0671 acc: 97.1680 loss_bbox: 0.0896 loss_mask: 0.2123 2022/11/01 15:14:49 - mmengine - INFO - Epoch(train) [150][25/125] lr: 2.0000e-04 eta: 0:09:16 time: 0.3893 data_time: 0.0970 memory: 9582 loss: 0.3433 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0039 loss_cls: 0.0625 acc: 97.8516 loss_bbox: 0.0780 loss_mask: 0.1955 2022/11/01 15:14:51 - mmengine - INFO - Epoch(train) [150][30/125] lr: 2.0000e-04 eta: 0:09:12 time: 0.3926 data_time: 0.0990 memory: 9030 loss: 0.3034 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0031 loss_cls: 0.0522 acc: 97.8271 loss_bbox: 0.0686 loss_mask: 0.1771 2022/11/01 15:14:53 - mmengine - INFO - Epoch(train) [150][35/125] lr: 2.0000e-04 eta: 0:09:12 time: 0.4165 data_time: 0.1221 memory: 9167 loss: 0.3231 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0032 loss_cls: 0.0493 acc: 97.3877 loss_bbox: 0.0660 loss_mask: 0.2016 2022/11/01 15:14:55 - mmengine - INFO - Epoch(train) [150][40/125] lr: 2.0000e-04 eta: 0:09:08 time: 0.4523 data_time: 0.1322 memory: 9413 loss: 0.3443 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0037 loss_cls: 0.0587 acc: 95.8252 loss_bbox: 0.0771 loss_mask: 0.2016 2022/11/01 15:14:57 - mmengine - INFO - Epoch(train) [150][45/125] lr: 2.0000e-04 eta: 0:09:08 time: 0.4306 data_time: 0.1103 memory: 9301 loss: 0.3524 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0043 loss_cls: 0.0631 acc: 97.9736 loss_bbox: 0.0869 loss_mask: 0.1941 2022/11/01 15:14:59 - mmengine - INFO - Epoch(train) [150][50/125] lr: 2.0000e-04 eta: 0:09:03 time: 0.3859 data_time: 0.0976 memory: 9124 loss: 0.3604 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0039 loss_cls: 0.0606 acc: 98.9014 loss_bbox: 0.0819 loss_mask: 0.2098 2022/11/01 15:15:01 - mmengine - INFO - Epoch(train) [150][55/125] lr: 2.0000e-04 eta: 0:09:03 time: 0.4037 data_time: 0.1152 memory: 9340 loss: 0.3316 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0028 loss_cls: 0.0491 acc: 98.1689 loss_bbox: 0.0682 loss_mask: 0.2080 2022/11/01 15:15:03 - mmengine - INFO - Epoch(train) [150][60/125] lr: 2.0000e-04 eta: 0:08:59 time: 0.4208 data_time: 0.1225 memory: 9862 loss: 0.3542 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0045 loss_cls: 0.0569 acc: 93.8232 loss_bbox: 0.0843 loss_mask: 0.2030 2022/11/01 15:15:05 - mmengine - INFO - Epoch(train) [150][65/125] lr: 2.0000e-04 eta: 0:08:59 time: 0.4075 data_time: 0.1154 memory: 9650 loss: 0.4174 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0049 loss_cls: 0.0650 acc: 98.0713 loss_bbox: 0.0938 loss_mask: 0.2475 2022/11/01 15:15:08 - mmengine - INFO - Epoch(train) [150][70/125] lr: 2.0000e-04 eta: 0:08:55 time: 0.4248 data_time: 0.1222 memory: 10583 loss: 0.3965 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0036 loss_cls: 0.0616 acc: 98.4131 loss_bbox: 0.0877 loss_mask: 0.2394 2022/11/01 15:15:10 - mmengine - INFO - Epoch(train) [150][75/125] lr: 2.0000e-04 eta: 0:08:55 time: 0.4240 data_time: 0.1195 memory: 9732 loss: 0.3509 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0037 loss_cls: 0.0657 acc: 98.1689 loss_bbox: 0.0909 loss_mask: 0.1867 2022/11/01 15:15:12 - mmengine - INFO - Epoch(train) [150][80/125] lr: 2.0000e-04 eta: 0:08:51 time: 0.4016 data_time: 0.1025 memory: 9255 loss: 0.3464 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0040 loss_cls: 0.0637 acc: 97.0703 loss_bbox: 0.0858 loss_mask: 0.1883 2022/11/01 15:15:14 - mmengine - INFO - Epoch(train) [150][85/125] lr: 2.0000e-04 eta: 0:08:51 time: 0.4345 data_time: 0.1243 memory: 9056 loss: 0.3444 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0047 loss_cls: 0.0616 acc: 98.2422 loss_bbox: 0.0812 loss_mask: 0.1921 2022/11/01 15:15:16 - mmengine - INFO - Epoch(train) [150][90/125] lr: 2.0000e-04 eta: 0:08:47 time: 0.4720 data_time: 0.1423 memory: 10690 loss: 0.3516 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0048 loss_cls: 0.0666 acc: 96.9238 loss_bbox: 0.0878 loss_mask: 0.1882 2022/11/01 15:15:18 - mmengine - INFO - Epoch(train) [150][95/125] lr: 2.0000e-04 eta: 0:08:47 time: 0.4309 data_time: 0.1111 memory: 9160 loss: 0.3510 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0041 loss_cls: 0.0605 acc: 98.5352 loss_bbox: 0.0819 loss_mask: 0.2001 2022/11/01 15:15:20 - mmengine - INFO - Epoch(train) [150][100/125] lr: 2.0000e-04 eta: 0:08:43 time: 0.3682 data_time: 0.0837 memory: 9059 loss: 0.3169 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0029 loss_cls: 0.0458 acc: 97.9736 loss_bbox: 0.0586 loss_mask: 0.2056 2022/11/01 15:15:22 - mmengine - INFO - Epoch(train) [150][105/125] lr: 2.0000e-04 eta: 0:08:43 time: 0.3756 data_time: 0.0844 memory: 9121 loss: 0.3138 loss_rpn_cls: 0.0022 loss_rpn_bbox: 0.0027 loss_cls: 0.0508 acc: 96.8994 loss_bbox: 0.0666 loss_mask: 0.1915 2022/11/01 15:15:24 - mmengine - INFO - Epoch(train) [150][110/125] lr: 2.0000e-04 eta: 0:08:39 time: 0.4039 data_time: 0.1027 memory: 9278 loss: 0.3284 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0030 loss_cls: 0.0595 acc: 98.8037 loss_bbox: 0.0815 loss_mask: 0.1820 2022/11/01 15:15:26 - mmengine - INFO - Epoch(train) [150][115/125] lr: 2.0000e-04 eta: 0:08:39 time: 0.3959 data_time: 0.1016 memory: 9511 loss: 0.3371 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0034 loss_cls: 0.0637 acc: 98.3887 loss_bbox: 0.0835 loss_mask: 0.1829 2022/11/01 15:15:28 - mmengine - INFO - Epoch(train) [150][120/125] lr: 2.0000e-04 eta: 0:08:35 time: 0.3867 data_time: 0.1003 memory: 8904 loss: 0.3050 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0031 loss_cls: 0.0536 acc: 98.2178 loss_bbox: 0.0698 loss_mask: 0.1759 2022/11/01 15:15:30 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:15:30 - mmengine - INFO - Epoch(train) [150][125/125] lr: 2.0000e-04 eta: 0:08:35 time: 0.3766 data_time: 0.0766 memory: 9059 loss: 0.3050 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0031 loss_cls: 0.0546 acc: 97.1924 loss_bbox: 0.0670 loss_mask: 0.1779 2022/11/01 15:15:32 - mmengine - INFO - Epoch(train) [151][5/125] lr: 2.0000e-04 eta: 0:08:35 time: 0.4524 data_time: 0.1333 memory: 9504 loss: 0.3536 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0037 loss_cls: 0.0664 acc: 97.1680 loss_bbox: 0.0850 loss_mask: 0.1953 2022/11/01 15:15:35 - mmengine - INFO - Epoch(train) [151][10/125] lr: 2.0000e-04 eta: 0:08:28 time: 0.4726 data_time: 0.1593 memory: 9118 loss: 0.3553 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0046 loss_cls: 0.0658 acc: 97.7051 loss_bbox: 0.0860 loss_mask: 0.1954 2022/11/01 15:15:36 - mmengine - INFO - Epoch(train) [151][15/125] lr: 2.0000e-04 eta: 0:08:28 time: 0.3930 data_time: 0.1000 memory: 9101 loss: 0.3390 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0042 loss_cls: 0.0591 acc: 96.9238 loss_bbox: 0.0747 loss_mask: 0.1975 2022/11/01 15:15:38 - mmengine - INFO - Epoch(train) [151][20/125] lr: 2.0000e-04 eta: 0:08:24 time: 0.3882 data_time: 0.1029 memory: 8987 loss: 0.3115 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0026 loss_cls: 0.0486 acc: 97.4854 loss_bbox: 0.0654 loss_mask: 0.1926 2022/11/01 15:15:40 - mmengine - INFO - Epoch(train) [151][25/125] lr: 2.0000e-04 eta: 0:08:24 time: 0.3733 data_time: 0.0922 memory: 9186 loss: 0.3024 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0029 loss_cls: 0.0453 acc: 98.9258 loss_bbox: 0.0632 loss_mask: 0.1878 2022/11/01 15:15:42 - mmengine - INFO - Epoch(train) [151][30/125] lr: 2.0000e-04 eta: 0:08:20 time: 0.3721 data_time: 0.0882 memory: 9291 loss: 0.3219 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0035 loss_cls: 0.0535 acc: 95.5566 loss_bbox: 0.0651 loss_mask: 0.1962 2022/11/01 15:15:44 - mmengine - INFO - Epoch(train) [151][35/125] lr: 2.0000e-04 eta: 0:08:20 time: 0.4075 data_time: 0.1107 memory: 9147 loss: 0.3274 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0040 loss_cls: 0.0545 acc: 97.9248 loss_bbox: 0.0707 loss_mask: 0.1951 2022/11/01 15:15:46 - mmengine - INFO - Epoch(train) [151][40/125] lr: 2.0000e-04 eta: 0:08:16 time: 0.3882 data_time: 0.0953 memory: 9249 loss: 0.3313 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0040 loss_cls: 0.0549 acc: 98.3643 loss_bbox: 0.0804 loss_mask: 0.1891 2022/11/01 15:15:48 - mmengine - INFO - Epoch(train) [151][45/125] lr: 2.0000e-04 eta: 0:08:16 time: 0.3822 data_time: 0.0864 memory: 9732 loss: 0.3322 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0040 loss_cls: 0.0602 acc: 95.5078 loss_bbox: 0.0794 loss_mask: 0.1854 2022/11/01 15:15:50 - mmengine - INFO - Epoch(train) [151][50/125] lr: 2.0000e-04 eta: 0:08:12 time: 0.4293 data_time: 0.1120 memory: 9095 loss: 0.3322 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0545 acc: 96.9482 loss_bbox: 0.0706 loss_mask: 0.1997 2022/11/01 15:15:52 - mmengine - INFO - Epoch(train) [151][55/125] lr: 2.0000e-04 eta: 0:08:12 time: 0.4340 data_time: 0.1258 memory: 9370 loss: 0.3261 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0029 loss_cls: 0.0534 acc: 96.2158 loss_bbox: 0.0656 loss_mask: 0.2004 2022/11/01 15:15:54 - mmengine - INFO - Epoch(train) [151][60/125] lr: 2.0000e-04 eta: 0:08:08 time: 0.3898 data_time: 0.1025 memory: 9079 loss: 0.3117 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0029 loss_cls: 0.0554 acc: 98.4131 loss_bbox: 0.0670 loss_mask: 0.1828 2022/11/01 15:15:56 - mmengine - INFO - Epoch(train) [151][65/125] lr: 2.0000e-04 eta: 0:08:08 time: 0.3875 data_time: 0.1049 memory: 9295 loss: 0.2998 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0026 loss_cls: 0.0458 acc: 96.9238 loss_bbox: 0.0615 loss_mask: 0.1862 2022/11/01 15:15:58 - mmengine - INFO - Epoch(train) [151][70/125] lr: 2.0000e-04 eta: 0:08:04 time: 0.4020 data_time: 0.1139 memory: 9419 loss: 0.3226 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0033 loss_cls: 0.0520 acc: 97.0215 loss_bbox: 0.0725 loss_mask: 0.1921 2022/11/01 15:16:00 - mmengine - INFO - Epoch(train) [151][75/125] lr: 2.0000e-04 eta: 0:08:04 time: 0.3886 data_time: 0.0922 memory: 9246 loss: 0.3685 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0043 loss_cls: 0.0671 acc: 97.2412 loss_bbox: 0.0941 loss_mask: 0.2000 2022/11/01 15:16:02 - mmengine - INFO - Epoch(train) [151][80/125] lr: 2.0000e-04 eta: 0:08:00 time: 0.3891 data_time: 0.0956 memory: 9232 loss: 0.3570 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0036 loss_cls: 0.0614 acc: 97.7051 loss_bbox: 0.0815 loss_mask: 0.2064 2022/11/01 15:16:04 - mmengine - INFO - Epoch(train) [151][85/125] lr: 2.0000e-04 eta: 0:08:00 time: 0.4035 data_time: 0.1075 memory: 9529 loss: 0.3435 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0031 loss_cls: 0.0573 acc: 96.3379 loss_bbox: 0.0758 loss_mask: 0.2042 2022/11/01 15:16:07 - mmengine - INFO - Epoch(train) [151][90/125] lr: 2.0000e-04 eta: 0:07:56 time: 0.4781 data_time: 0.1570 memory: 9402 loss: 0.3495 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0036 loss_cls: 0.0638 acc: 95.2881 loss_bbox: 0.0849 loss_mask: 0.1943 2022/11/01 15:16:09 - mmengine - INFO - Epoch(train) [151][95/125] lr: 2.0000e-04 eta: 0:07:56 time: 0.4713 data_time: 0.1506 memory: 9412 loss: 0.3116 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0033 loss_cls: 0.0553 acc: 97.3389 loss_bbox: 0.0744 loss_mask: 0.1755 2022/11/01 15:16:11 - mmengine - INFO - Epoch(train) [151][100/125] lr: 2.0000e-04 eta: 0:07:51 time: 0.4031 data_time: 0.1062 memory: 9252 loss: 0.2994 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0033 loss_cls: 0.0481 acc: 99.0967 loss_bbox: 0.0654 loss_mask: 0.1796 2022/11/01 15:16:13 - mmengine - INFO - Epoch(train) [151][105/125] lr: 2.0000e-04 eta: 0:07:51 time: 0.4242 data_time: 0.1296 memory: 9030 loss: 0.3269 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0041 loss_cls: 0.0545 acc: 98.4619 loss_bbox: 0.0706 loss_mask: 0.1946 2022/11/01 15:16:16 - mmengine - INFO - Epoch(train) [151][110/125] lr: 2.0000e-04 eta: 0:07:47 time: 0.4634 data_time: 0.1450 memory: 9549 loss: 0.3448 loss_rpn_cls: 0.0055 loss_rpn_bbox: 0.0049 loss_cls: 0.0607 acc: 96.2158 loss_bbox: 0.0808 loss_mask: 0.1928 2022/11/01 15:16:18 - mmengine - INFO - Epoch(train) [151][115/125] lr: 2.0000e-04 eta: 0:07:47 time: 0.4702 data_time: 0.1361 memory: 9232 loss: 0.3593 loss_rpn_cls: 0.0091 loss_rpn_bbox: 0.0052 loss_cls: 0.0685 acc: 96.4600 loss_bbox: 0.0880 loss_mask: 0.1885 2022/11/01 15:16:20 - mmengine - INFO - Epoch(train) [151][120/125] lr: 2.0000e-04 eta: 0:07:43 time: 0.4341 data_time: 0.1175 memory: 9800 loss: 0.3637 loss_rpn_cls: 0.0072 loss_rpn_bbox: 0.0050 loss_cls: 0.0704 acc: 96.7773 loss_bbox: 0.0920 loss_mask: 0.1892 2022/11/01 15:16:22 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:16:22 - mmengine - INFO - Epoch(train) [151][125/125] lr: 2.0000e-04 eta: 0:07:43 time: 0.3757 data_time: 0.0788 memory: 9085 loss: 0.3525 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0039 loss_cls: 0.0680 acc: 97.2656 loss_bbox: 0.0864 loss_mask: 0.1900 2022/11/01 15:16:24 - mmengine - INFO - Epoch(train) [152][5/125] lr: 2.0000e-04 eta: 0:07:43 time: 0.4373 data_time: 0.1475 memory: 8994 loss: 0.3259 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0027 loss_cls: 0.0603 acc: 97.8760 loss_bbox: 0.0685 loss_mask: 0.1911 2022/11/01 15:16:26 - mmengine - INFO - Epoch(train) [152][10/125] lr: 2.0000e-04 eta: 0:07:37 time: 0.4561 data_time: 0.1552 memory: 9249 loss: 0.3107 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0026 loss_cls: 0.0518 acc: 98.9990 loss_bbox: 0.0631 loss_mask: 0.1909 2022/11/01 15:16:28 - mmengine - INFO - Epoch(train) [152][15/125] lr: 2.0000e-04 eta: 0:07:37 time: 0.4083 data_time: 0.0644 memory: 9562 loss: 0.3301 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0032 loss_cls: 0.0553 acc: 98.0225 loss_bbox: 0.0787 loss_mask: 0.1904 2022/11/01 15:16:31 - mmengine - INFO - Epoch(train) [152][20/125] lr: 2.0000e-04 eta: 0:07:33 time: 0.4544 data_time: 0.0921 memory: 9458 loss: 0.3404 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0035 loss_cls: 0.0611 acc: 97.8760 loss_bbox: 0.0865 loss_mask: 0.1863 2022/11/01 15:16:33 - mmengine - INFO - Epoch(train) [152][25/125] lr: 2.0000e-04 eta: 0:07:33 time: 0.4659 data_time: 0.1324 memory: 9232 loss: 0.3417 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0035 loss_cls: 0.0570 acc: 98.9746 loss_bbox: 0.0790 loss_mask: 0.1991 2022/11/01 15:16:35 - mmengine - INFO - Epoch(train) [152][30/125] lr: 2.0000e-04 eta: 0:07:29 time: 0.4266 data_time: 0.1113 memory: 9409 loss: 0.3448 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0035 loss_cls: 0.0596 acc: 97.8760 loss_bbox: 0.0749 loss_mask: 0.2035 2022/11/01 15:16:37 - mmengine - INFO - Epoch(train) [152][35/125] lr: 2.0000e-04 eta: 0:07:29 time: 0.4055 data_time: 0.1027 memory: 9232 loss: 0.3323 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0035 loss_cls: 0.0604 acc: 97.4121 loss_bbox: 0.0753 loss_mask: 0.1901 2022/11/01 15:16:39 - mmengine - INFO - Epoch(train) [152][40/125] lr: 2.0000e-04 eta: 0:07:25 time: 0.4169 data_time: 0.1161 memory: 9360 loss: 0.3502 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0040 loss_cls: 0.0619 acc: 98.0957 loss_bbox: 0.0880 loss_mask: 0.1929 2022/11/01 15:16:41 - mmengine - INFO - Epoch(train) [152][45/125] lr: 2.0000e-04 eta: 0:07:25 time: 0.4142 data_time: 0.1147 memory: 9258 loss: 0.3418 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0039 loss_cls: 0.0636 acc: 98.8281 loss_bbox: 0.0848 loss_mask: 0.1848 2022/11/01 15:16:43 - mmengine - INFO - Epoch(train) [152][50/125] lr: 2.0000e-04 eta: 0:07:21 time: 0.4113 data_time: 0.1122 memory: 9213 loss: 0.3321 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0042 loss_cls: 0.0609 acc: 97.4365 loss_bbox: 0.0790 loss_mask: 0.1832 2022/11/01 15:16:45 - mmengine - INFO - Epoch(train) [152][55/125] lr: 2.0000e-04 eta: 0:07:21 time: 0.4225 data_time: 0.1022 memory: 9366 loss: 0.3368 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0045 loss_cls: 0.0542 acc: 99.2676 loss_bbox: 0.0822 loss_mask: 0.1925 2022/11/01 15:16:48 - mmengine - INFO - Epoch(train) [152][60/125] lr: 2.0000e-04 eta: 0:07:17 time: 0.4239 data_time: 0.1004 memory: 9111 loss: 0.3115 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0036 loss_cls: 0.0460 acc: 98.6328 loss_bbox: 0.0700 loss_mask: 0.1884 2022/11/01 15:16:50 - mmengine - INFO - Epoch(train) [152][65/125] lr: 2.0000e-04 eta: 0:07:17 time: 0.4240 data_time: 0.1113 memory: 9259 loss: 0.3120 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0034 loss_cls: 0.0483 acc: 98.9502 loss_bbox: 0.0699 loss_mask: 0.1870 2022/11/01 15:16:52 - mmengine - INFO - Epoch(train) [152][70/125] lr: 2.0000e-04 eta: 0:07:12 time: 0.4144 data_time: 0.1019 memory: 9601 loss: 0.3227 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0036 loss_cls: 0.0532 acc: 97.5586 loss_bbox: 0.0757 loss_mask: 0.1864 2022/11/01 15:16:54 - mmengine - INFO - Epoch(train) [152][75/125] lr: 2.0000e-04 eta: 0:07:12 time: 0.4024 data_time: 0.0988 memory: 8875 loss: 0.3203 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0033 loss_cls: 0.0538 acc: 97.2656 loss_bbox: 0.0697 loss_mask: 0.1890 2022/11/01 15:16:56 - mmengine - INFO - Epoch(train) [152][80/125] lr: 2.0000e-04 eta: 0:07:08 time: 0.4018 data_time: 0.1053 memory: 9033 loss: 0.3118 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0027 loss_cls: 0.0531 acc: 98.6328 loss_bbox: 0.0643 loss_mask: 0.1879 2022/11/01 15:16:58 - mmengine - INFO - Epoch(train) [152][85/125] lr: 2.0000e-04 eta: 0:07:08 time: 0.4095 data_time: 0.1037 memory: 9383 loss: 0.2856 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0025 loss_cls: 0.0491 acc: 97.8760 loss_bbox: 0.0612 loss_mask: 0.1694 2022/11/01 15:17:00 - mmengine - INFO - Epoch(train) [152][90/125] lr: 2.0000e-04 eta: 0:07:04 time: 0.3982 data_time: 0.0999 memory: 8957 loss: 0.2911 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0024 loss_cls: 0.0426 acc: 98.6572 loss_bbox: 0.0586 loss_mask: 0.1851 2022/11/01 15:17:02 - mmengine - INFO - Epoch(train) [152][95/125] lr: 2.0000e-04 eta: 0:07:04 time: 0.3805 data_time: 0.0871 memory: 9026 loss: 0.3224 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0032 loss_cls: 0.0471 acc: 97.6807 loss_bbox: 0.0614 loss_mask: 0.2068 2022/11/01 15:17:04 - mmengine - INFO - Epoch(train) [152][100/125] lr: 2.0000e-04 eta: 0:07:00 time: 0.4141 data_time: 0.1104 memory: 9226 loss: 0.3319 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0033 loss_cls: 0.0548 acc: 97.7051 loss_bbox: 0.0710 loss_mask: 0.1977 2022/11/01 15:17:06 - mmengine - INFO - Epoch(train) [152][105/125] lr: 2.0000e-04 eta: 0:07:00 time: 0.4362 data_time: 0.1390 memory: 9347 loss: 0.3355 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0031 loss_cls: 0.0608 acc: 97.9248 loss_bbox: 0.0755 loss_mask: 0.1925 2022/11/01 15:17:08 - mmengine - INFO - Epoch(train) [152][110/125] lr: 2.0000e-04 eta: 0:06:56 time: 0.4347 data_time: 0.1308 memory: 9777 loss: 0.3401 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0034 loss_cls: 0.0617 acc: 97.3877 loss_bbox: 0.0782 loss_mask: 0.1935 2022/11/01 15:17:11 - mmengine - INFO - Epoch(train) [152][115/125] lr: 2.0000e-04 eta: 0:06:56 time: 0.4496 data_time: 0.1192 memory: 9637 loss: 0.3462 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0039 loss_cls: 0.0583 acc: 96.6553 loss_bbox: 0.0847 loss_mask: 0.1956 2022/11/01 15:17:12 - mmengine - INFO - Epoch(train) [152][120/125] lr: 2.0000e-04 eta: 0:06:52 time: 0.4353 data_time: 0.1144 memory: 8963 loss: 0.3213 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0038 loss_cls: 0.0508 acc: 98.6084 loss_bbox: 0.0758 loss_mask: 0.1872 2022/11/01 15:17:14 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:17:14 - mmengine - INFO - Epoch(train) [152][125/125] lr: 2.0000e-04 eta: 0:06:52 time: 0.3646 data_time: 0.0700 memory: 9154 loss: 0.3066 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0039 loss_cls: 0.0508 acc: 98.2910 loss_bbox: 0.0662 loss_mask: 0.1815 2022/11/01 15:17:17 - mmengine - INFO - Epoch(train) [153][5/125] lr: 2.0000e-04 eta: 0:06:52 time: 0.4320 data_time: 0.1196 memory: 9232 loss: 0.3352 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0041 loss_cls: 0.0589 acc: 98.3643 loss_bbox: 0.0759 loss_mask: 0.1922 2022/11/01 15:17:19 - mmengine - INFO - Epoch(train) [153][10/125] lr: 2.0000e-04 eta: 0:06:46 time: 0.4400 data_time: 0.1320 memory: 9177 loss: 0.3533 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0036 loss_cls: 0.0607 acc: 96.8506 loss_bbox: 0.0791 loss_mask: 0.2057 2022/11/01 15:17:20 - mmengine - INFO - Epoch(train) [153][15/125] lr: 2.0000e-04 eta: 0:06:46 time: 0.3622 data_time: 0.0803 memory: 9124 loss: 0.3160 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0027 loss_cls: 0.0511 acc: 98.3398 loss_bbox: 0.0674 loss_mask: 0.1914 2022/11/01 15:17:22 - mmengine - INFO - Epoch(train) [153][20/125] lr: 2.0000e-04 eta: 0:06:42 time: 0.3699 data_time: 0.0880 memory: 9203 loss: 0.3130 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0027 loss_cls: 0.0479 acc: 98.5352 loss_bbox: 0.0647 loss_mask: 0.1939 2022/11/01 15:17:25 - mmengine - INFO - Epoch(train) [153][25/125] lr: 2.0000e-04 eta: 0:06:42 time: 0.4322 data_time: 0.1280 memory: 9545 loss: 0.3238 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0031 loss_cls: 0.0527 acc: 97.6074 loss_bbox: 0.0716 loss_mask: 0.1922 2022/11/01 15:17:27 - mmengine - INFO - Epoch(train) [153][30/125] lr: 2.0000e-04 eta: 0:06:38 time: 0.4595 data_time: 0.1470 memory: 9481 loss: 0.3388 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0040 loss_cls: 0.0577 acc: 97.5586 loss_bbox: 0.0874 loss_mask: 0.1855 2022/11/01 15:17:29 - mmengine - INFO - Epoch(train) [153][35/125] lr: 2.0000e-04 eta: 0:06:38 time: 0.4000 data_time: 0.1033 memory: 9170 loss: 0.3760 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0046 loss_cls: 0.0719 acc: 97.4854 loss_bbox: 0.0935 loss_mask: 0.2002 2022/11/01 15:17:31 - mmengine - INFO - Epoch(train) [153][40/125] lr: 2.0000e-04 eta: 0:06:33 time: 0.3767 data_time: 0.0863 memory: 8780 loss: 0.3124 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0031 loss_cls: 0.0554 acc: 99.6338 loss_bbox: 0.0647 loss_mask: 0.1852 2022/11/01 15:17:33 - mmengine - INFO - Epoch(train) [153][45/125] lr: 2.0000e-04 eta: 0:06:33 time: 0.3859 data_time: 0.1010 memory: 9072 loss: 0.2820 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0025 loss_cls: 0.0417 acc: 98.1689 loss_bbox: 0.0540 loss_mask: 0.1813 2022/11/01 15:17:34 - mmengine - INFO - Epoch(train) [153][50/125] lr: 2.0000e-04 eta: 0:06:29 time: 0.3766 data_time: 0.0899 memory: 9003 loss: 0.3379 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0035 loss_cls: 0.0549 acc: 97.1680 loss_bbox: 0.0713 loss_mask: 0.2050 2022/11/01 15:17:36 - mmengine - INFO - Epoch(train) [153][55/125] lr: 2.0000e-04 eta: 0:06:29 time: 0.3714 data_time: 0.0829 memory: 9082 loss: 0.3364 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0035 loss_cls: 0.0538 acc: 97.0947 loss_bbox: 0.0705 loss_mask: 0.2052 2022/11/01 15:17:38 - mmengine - INFO - Epoch(train) [153][60/125] lr: 2.0000e-04 eta: 0:06:25 time: 0.3703 data_time: 0.0905 memory: 9301 loss: 0.3006 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0025 loss_cls: 0.0444 acc: 97.9980 loss_bbox: 0.0637 loss_mask: 0.1868 2022/11/01 15:17:40 - mmengine - INFO - Epoch(train) [153][65/125] lr: 2.0000e-04 eta: 0:06:25 time: 0.3752 data_time: 0.0999 memory: 8994 loss: 0.3052 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0024 loss_cls: 0.0483 acc: 97.4609 loss_bbox: 0.0665 loss_mask: 0.1847 2022/11/01 15:17:42 - mmengine - INFO - Epoch(train) [153][70/125] lr: 2.0000e-04 eta: 0:06:21 time: 0.4084 data_time: 0.1101 memory: 9487 loss: 0.3228 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0029 loss_cls: 0.0580 acc: 97.7051 loss_bbox: 0.0765 loss_mask: 0.1828 2022/11/01 15:17:44 - mmengine - INFO - Epoch(train) [153][75/125] lr: 2.0000e-04 eta: 0:06:21 time: 0.4136 data_time: 0.1033 memory: 9066 loss: 0.3401 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0034 loss_cls: 0.0580 acc: 97.7051 loss_bbox: 0.0842 loss_mask: 0.1917 2022/11/01 15:17:46 - mmengine - INFO - Epoch(train) [153][80/125] lr: 2.0000e-04 eta: 0:06:17 time: 0.3922 data_time: 0.0947 memory: 9549 loss: 0.3367 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0034 loss_cls: 0.0563 acc: 98.7305 loss_bbox: 0.0793 loss_mask: 0.1944 2022/11/01 15:17:48 - mmengine - INFO - Epoch(train) [153][85/125] lr: 2.0000e-04 eta: 0:06:17 time: 0.4126 data_time: 0.1029 memory: 9621 loss: 0.3327 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0039 loss_cls: 0.0576 acc: 99.3652 loss_bbox: 0.0848 loss_mask: 0.1838 2022/11/01 15:17:50 - mmengine - INFO - Epoch(train) [153][90/125] lr: 2.0000e-04 eta: 0:06:13 time: 0.4182 data_time: 0.1091 memory: 9219 loss: 0.3363 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0040 loss_cls: 0.0536 acc: 98.0225 loss_bbox: 0.0839 loss_mask: 0.1922 2022/11/01 15:17:52 - mmengine - INFO - Epoch(train) [153][95/125] lr: 2.0000e-04 eta: 0:06:13 time: 0.4047 data_time: 0.1136 memory: 9320 loss: 0.3285 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0033 loss_cls: 0.0565 acc: 98.8770 loss_bbox: 0.0729 loss_mask: 0.1912 2022/11/01 15:17:55 - mmengine - INFO - Epoch(train) [153][100/125] lr: 2.0000e-04 eta: 0:06:09 time: 0.4209 data_time: 0.1239 memory: 9353 loss: 0.3337 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0038 loss_cls: 0.0628 acc: 96.0449 loss_bbox: 0.0782 loss_mask: 0.1843 2022/11/01 15:17:57 - mmengine - INFO - Epoch(train) [153][105/125] lr: 2.0000e-04 eta: 0:06:09 time: 0.4233 data_time: 0.1184 memory: 9272 loss: 0.3351 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0033 loss_cls: 0.0550 acc: 99.5850 loss_bbox: 0.0730 loss_mask: 0.2012 2022/11/01 15:17:59 - mmengine - INFO - Epoch(train) [153][110/125] lr: 2.0000e-04 eta: 0:06:05 time: 0.4421 data_time: 0.1226 memory: 9291 loss: 0.3210 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0027 loss_cls: 0.0507 acc: 97.9736 loss_bbox: 0.0654 loss_mask: 0.1999 2022/11/01 15:18:01 - mmengine - INFO - Epoch(train) [153][115/125] lr: 2.0000e-04 eta: 0:06:05 time: 0.4549 data_time: 0.1245 memory: 9386 loss: 0.3144 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0032 loss_cls: 0.0528 acc: 99.0234 loss_bbox: 0.0738 loss_mask: 0.1818 2022/11/01 15:18:03 - mmengine - INFO - Epoch(train) [153][120/125] lr: 2.0000e-04 eta: 0:06:01 time: 0.4205 data_time: 0.1112 memory: 9461 loss: 0.3232 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0561 acc: 97.5342 loss_bbox: 0.0822 loss_mask: 0.1780 2022/11/01 15:18:05 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:18:05 - mmengine - INFO - Epoch(train) [153][125/125] lr: 2.0000e-04 eta: 0:06:01 time: 0.3698 data_time: 0.0748 memory: 9422 loss: 0.3331 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0039 loss_cls: 0.0589 acc: 97.4609 loss_bbox: 0.0823 loss_mask: 0.1831 2022/11/01 15:18:08 - mmengine - INFO - Epoch(train) [154][5/125] lr: 2.0000e-04 eta: 0:06:01 time: 0.4350 data_time: 0.1378 memory: 8957 loss: 0.3284 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0032 loss_cls: 0.0537 acc: 97.7295 loss_bbox: 0.0746 loss_mask: 0.1924 2022/11/01 15:18:09 - mmengine - INFO - Epoch(train) [154][10/125] lr: 2.0000e-04 eta: 0:05:54 time: 0.4386 data_time: 0.1446 memory: 9259 loss: 0.3212 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0029 loss_cls: 0.0547 acc: 98.4375 loss_bbox: 0.0742 loss_mask: 0.1864 2022/11/01 15:18:11 - mmengine - INFO - Epoch(train) [154][15/125] lr: 2.0000e-04 eta: 0:05:54 time: 0.3730 data_time: 0.0807 memory: 9026 loss: 0.2999 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0026 loss_cls: 0.0516 acc: 98.6572 loss_bbox: 0.0651 loss_mask: 0.1775 2022/11/01 15:18:13 - mmengine - INFO - Epoch(train) [154][20/125] lr: 2.0000e-04 eta: 0:05:50 time: 0.4005 data_time: 0.1091 memory: 9784 loss: 0.3164 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0027 loss_cls: 0.0489 acc: 97.4121 loss_bbox: 0.0673 loss_mask: 0.1940 2022/11/01 15:18:16 - mmengine - INFO - Epoch(train) [154][25/125] lr: 2.0000e-04 eta: 0:05:50 time: 0.4447 data_time: 0.1557 memory: 9383 loss: 0.3496 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0036 loss_cls: 0.0594 acc: 96.2646 loss_bbox: 0.0858 loss_mask: 0.1969 2022/11/01 15:18:18 - mmengine - INFO - Epoch(train) [154][30/125] lr: 2.0000e-04 eta: 0:05:46 time: 0.4210 data_time: 0.1343 memory: 9317 loss: 0.3480 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0040 loss_cls: 0.0652 acc: 98.6328 loss_bbox: 0.0870 loss_mask: 0.1871 2022/11/01 15:18:19 - mmengine - INFO - Epoch(train) [154][35/125] lr: 2.0000e-04 eta: 0:05:46 time: 0.3636 data_time: 0.0752 memory: 9416 loss: 0.3444 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0040 loss_cls: 0.0621 acc: 97.7783 loss_bbox: 0.0837 loss_mask: 0.1905 2022/11/01 15:18:21 - mmengine - INFO - Epoch(train) [154][40/125] lr: 2.0000e-04 eta: 0:05:42 time: 0.3770 data_time: 0.0897 memory: 9262 loss: 0.3278 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0035 loss_cls: 0.0567 acc: 96.9482 loss_bbox: 0.0815 loss_mask: 0.1832 2022/11/01 15:18:23 - mmengine - INFO - Epoch(train) [154][45/125] lr: 2.0000e-04 eta: 0:05:42 time: 0.3991 data_time: 0.1135 memory: 9229 loss: 0.3311 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0034 loss_cls: 0.0599 acc: 97.6807 loss_bbox: 0.0815 loss_mask: 0.1834 2022/11/01 15:18:25 - mmengine - INFO - Epoch(train) [154][50/125] lr: 2.0000e-04 eta: 0:05:38 time: 0.4108 data_time: 0.1138 memory: 9059 loss: 0.3243 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0033 loss_cls: 0.0558 acc: 97.7295 loss_bbox: 0.0714 loss_mask: 0.1903 2022/11/01 15:18:28 - mmengine - INFO - Epoch(train) [154][55/125] lr: 2.0000e-04 eta: 0:05:38 time: 0.4236 data_time: 0.1048 memory: 9265 loss: 0.3231 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0033 loss_cls: 0.0547 acc: 97.9980 loss_bbox: 0.0723 loss_mask: 0.1892 2022/11/01 15:18:30 - mmengine - INFO - Epoch(train) [154][60/125] lr: 2.0000e-04 eta: 0:05:34 time: 0.4266 data_time: 0.1026 memory: 9442 loss: 0.3672 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0037 loss_cls: 0.0685 acc: 94.5312 loss_bbox: 0.0879 loss_mask: 0.2021 2022/11/01 15:18:32 - mmengine - INFO - Epoch(train) [154][65/125] lr: 2.0000e-04 eta: 0:05:34 time: 0.4161 data_time: 0.1180 memory: 9098 loss: 0.3438 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0033 loss_cls: 0.0639 acc: 98.1445 loss_bbox: 0.0766 loss_mask: 0.1957 2022/11/01 15:18:34 - mmengine - INFO - Epoch(train) [154][70/125] lr: 2.0000e-04 eta: 0:05:30 time: 0.4026 data_time: 0.1100 memory: 9059 loss: 0.3119 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0026 loss_cls: 0.0545 acc: 99.4141 loss_bbox: 0.0673 loss_mask: 0.1852 2022/11/01 15:18:36 - mmengine - INFO - Epoch(train) [154][75/125] lr: 2.0000e-04 eta: 0:05:30 time: 0.4515 data_time: 0.1306 memory: 9291 loss: 0.3195 loss_rpn_cls: 0.0026 loss_rpn_bbox: 0.0031 loss_cls: 0.0544 acc: 97.8027 loss_bbox: 0.0737 loss_mask: 0.1857 2022/11/01 15:18:38 - mmengine - INFO - Epoch(train) [154][80/125] lr: 2.0000e-04 eta: 0:05:26 time: 0.4649 data_time: 0.1383 memory: 9337 loss: 0.3202 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0033 loss_cls: 0.0545 acc: 98.7793 loss_bbox: 0.0769 loss_mask: 0.1824 2022/11/01 15:18:40 - mmengine - INFO - Epoch(train) [154][85/125] lr: 2.0000e-04 eta: 0:05:26 time: 0.4146 data_time: 0.1062 memory: 9167 loss: 0.3409 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0033 loss_cls: 0.0605 acc: 99.3408 loss_bbox: 0.0819 loss_mask: 0.1908 2022/11/01 15:18:42 - mmengine - INFO - Epoch(train) [154][90/125] lr: 2.0000e-04 eta: 0:05:22 time: 0.4123 data_time: 0.1086 memory: 9229 loss: 0.3299 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0032 loss_cls: 0.0581 acc: 97.2656 loss_bbox: 0.0740 loss_mask: 0.1905 2022/11/01 15:18:45 - mmengine - INFO - Epoch(train) [154][95/125] lr: 2.0000e-04 eta: 0:05:22 time: 0.4133 data_time: 0.1128 memory: 9291 loss: 0.3179 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0040 loss_cls: 0.0549 acc: 98.7305 loss_bbox: 0.0739 loss_mask: 0.1818 2022/11/01 15:18:47 - mmengine - INFO - Epoch(train) [154][100/125] lr: 2.0000e-04 eta: 0:05:17 time: 0.4211 data_time: 0.1138 memory: 9344 loss: 0.3243 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0046 loss_cls: 0.0559 acc: 96.5576 loss_bbox: 0.0767 loss_mask: 0.1823 2022/11/01 15:18:49 - mmengine - INFO - Epoch(train) [154][105/125] lr: 2.0000e-04 eta: 0:05:17 time: 0.4285 data_time: 0.1157 memory: 9183 loss: 0.3268 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0040 loss_cls: 0.0531 acc: 98.4375 loss_bbox: 0.0751 loss_mask: 0.1890 2022/11/01 15:18:51 - mmengine - INFO - Epoch(train) [154][110/125] lr: 2.0000e-04 eta: 0:05:13 time: 0.4013 data_time: 0.1033 memory: 9186 loss: 0.3076 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0030 loss_cls: 0.0477 acc: 98.7793 loss_bbox: 0.0714 loss_mask: 0.1825 2022/11/01 15:18:53 - mmengine - INFO - Epoch(train) [154][115/125] lr: 2.0000e-04 eta: 0:05:13 time: 0.3881 data_time: 0.0812 memory: 9501 loss: 0.3178 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0033 loss_cls: 0.0522 acc: 97.2412 loss_bbox: 0.0791 loss_mask: 0.1805 2022/11/01 15:18:55 - mmengine - INFO - Epoch(train) [154][120/125] lr: 2.0000e-04 eta: 0:05:09 time: 0.3911 data_time: 0.0912 memory: 9239 loss: 0.3227 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0039 loss_cls: 0.0549 acc: 97.6562 loss_bbox: 0.0834 loss_mask: 0.1766 2022/11/01 15:18:56 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:18:56 - mmengine - INFO - Epoch(train) [154][125/125] lr: 2.0000e-04 eta: 0:05:09 time: 0.3699 data_time: 0.0716 memory: 9866 loss: 0.3313 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0041 loss_cls: 0.0550 acc: 99.4629 loss_bbox: 0.0877 loss_mask: 0.1810 2022/11/01 15:18:59 - mmengine - INFO - Epoch(train) [155][5/125] lr: 2.0000e-04 eta: 0:05:09 time: 0.4073 data_time: 0.0970 memory: 9259 loss: 0.3364 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0038 loss_cls: 0.0525 acc: 98.4375 loss_bbox: 0.0861 loss_mask: 0.1908 2022/11/01 15:19:01 - mmengine - INFO - Epoch(train) [155][10/125] lr: 2.0000e-04 eta: 0:05:03 time: 0.4494 data_time: 0.1528 memory: 9334 loss: 0.3019 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0032 loss_cls: 0.0449 acc: 97.9980 loss_bbox: 0.0707 loss_mask: 0.1807 2022/11/01 15:19:03 - mmengine - INFO - Epoch(train) [155][15/125] lr: 2.0000e-04 eta: 0:05:03 time: 0.4488 data_time: 0.1525 memory: 9393 loss: 0.2984 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0032 loss_cls: 0.0499 acc: 97.5098 loss_bbox: 0.0718 loss_mask: 0.1713 2022/11/01 15:19:06 - mmengine - INFO - Epoch(train) [155][20/125] lr: 2.0000e-04 eta: 0:04:59 time: 0.4755 data_time: 0.1544 memory: 9565 loss: 0.3011 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0031 loss_cls: 0.0521 acc: 95.8984 loss_bbox: 0.0706 loss_mask: 0.1721 2022/11/01 15:19:08 - mmengine - INFO - Epoch(train) [155][25/125] lr: 2.0000e-04 eta: 0:04:59 time: 0.4661 data_time: 0.1320 memory: 9121 loss: 0.3140 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0038 loss_cls: 0.0533 acc: 97.5830 loss_bbox: 0.0712 loss_mask: 0.1809 2022/11/01 15:19:10 - mmengine - INFO - Epoch(train) [155][30/125] lr: 2.0000e-04 eta: 0:04:55 time: 0.4189 data_time: 0.1066 memory: 8997 loss: 0.3018 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0032 loss_cls: 0.0503 acc: 98.1201 loss_bbox: 0.0650 loss_mask: 0.1797 2022/11/01 15:19:12 - mmengine - INFO - Epoch(train) [155][35/125] lr: 2.0000e-04 eta: 0:04:55 time: 0.4222 data_time: 0.1212 memory: 8997 loss: 0.2885 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0026 loss_cls: 0.0460 acc: 98.1934 loss_bbox: 0.0579 loss_mask: 0.1794 2022/11/01 15:19:15 - mmengine - INFO - Epoch(train) [155][40/125] lr: 2.0000e-04 eta: 0:04:51 time: 0.4851 data_time: 0.1404 memory: 9719 loss: 0.3311 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0037 loss_cls: 0.0588 acc: 97.7295 loss_bbox: 0.0804 loss_mask: 0.1847 2022/11/01 15:19:17 - mmengine - INFO - Epoch(train) [155][45/125] lr: 2.0000e-04 eta: 0:04:51 time: 0.4906 data_time: 0.1212 memory: 9637 loss: 0.3833 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0048 loss_cls: 0.0752 acc: 95.2881 loss_bbox: 0.1067 loss_mask: 0.1927 2022/11/01 15:19:19 - mmengine - INFO - Epoch(train) [155][50/125] lr: 2.0000e-04 eta: 0:04:47 time: 0.4388 data_time: 0.1106 memory: 9026 loss: 0.3538 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0040 loss_cls: 0.0659 acc: 97.9248 loss_bbox: 0.0843 loss_mask: 0.1954 2022/11/01 15:19:21 - mmengine - INFO - Epoch(train) [155][55/125] lr: 2.0000e-04 eta: 0:04:47 time: 0.4199 data_time: 0.1161 memory: 9334 loss: 0.3036 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0029 loss_cls: 0.0532 acc: 99.2188 loss_bbox: 0.0633 loss_mask: 0.1805 2022/11/01 15:19:23 - mmengine - INFO - Epoch(train) [155][60/125] lr: 2.0000e-04 eta: 0:04:43 time: 0.3845 data_time: 0.0881 memory: 9121 loss: 0.3045 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0032 loss_cls: 0.0506 acc: 98.1445 loss_bbox: 0.0666 loss_mask: 0.1812 2022/11/01 15:19:25 - mmengine - INFO - Epoch(train) [155][65/125] lr: 2.0000e-04 eta: 0:04:43 time: 0.3735 data_time: 0.0841 memory: 9020 loss: 0.3037 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0031 loss_cls: 0.0463 acc: 98.2666 loss_bbox: 0.0642 loss_mask: 0.1873 2022/11/01 15:19:27 - mmengine - INFO - Epoch(train) [155][70/125] lr: 2.0000e-04 eta: 0:04:38 time: 0.4034 data_time: 0.0967 memory: 9092 loss: 0.3243 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0030 loss_cls: 0.0533 acc: 97.1191 loss_bbox: 0.0701 loss_mask: 0.1949 2022/11/01 15:19:29 - mmengine - INFO - Epoch(train) [155][75/125] lr: 2.0000e-04 eta: 0:04:38 time: 0.4008 data_time: 0.0956 memory: 9209 loss: 0.3076 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0026 loss_cls: 0.0505 acc: 97.5342 loss_bbox: 0.0660 loss_mask: 0.1860 2022/11/01 15:19:31 - mmengine - INFO - Epoch(train) [155][80/125] lr: 2.0000e-04 eta: 0:04:34 time: 0.3896 data_time: 0.0952 memory: 9085 loss: 0.2949 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0030 loss_cls: 0.0471 acc: 97.3145 loss_bbox: 0.0685 loss_mask: 0.1736 2022/11/01 15:19:33 - mmengine - INFO - Epoch(train) [155][85/125] lr: 2.0000e-04 eta: 0:04:34 time: 0.4222 data_time: 0.1238 memory: 9465 loss: 0.3172 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0036 loss_cls: 0.0519 acc: 97.9736 loss_bbox: 0.0729 loss_mask: 0.1853 2022/11/01 15:19:35 - mmengine - INFO - Epoch(train) [155][90/125] lr: 2.0000e-04 eta: 0:04:30 time: 0.4619 data_time: 0.1554 memory: 9751 loss: 0.3600 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0047 loss_cls: 0.0675 acc: 94.3848 loss_bbox: 0.0888 loss_mask: 0.1935 2022/11/01 15:19:38 - mmengine - INFO - Epoch(train) [155][95/125] lr: 2.0000e-04 eta: 0:04:30 time: 0.4709 data_time: 0.1475 memory: 9295 loss: 0.3748 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0049 loss_cls: 0.0726 acc: 96.1670 loss_bbox: 0.0993 loss_mask: 0.1927 2022/11/01 15:19:40 - mmengine - INFO - Epoch(train) [155][100/125] lr: 2.0000e-04 eta: 0:04:26 time: 0.4259 data_time: 0.1116 memory: 9282 loss: 0.3465 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0045 loss_cls: 0.0614 acc: 97.6074 loss_bbox: 0.0853 loss_mask: 0.1918 2022/11/01 15:19:42 - mmengine - INFO - Epoch(train) [155][105/125] lr: 2.0000e-04 eta: 0:04:26 time: 0.3749 data_time: 0.0851 memory: 9039 loss: 0.3412 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0040 loss_cls: 0.0579 acc: 98.5596 loss_bbox: 0.0748 loss_mask: 0.2014 2022/11/01 15:19:44 - mmengine - INFO - Epoch(train) [155][110/125] lr: 2.0000e-04 eta: 0:04:22 time: 0.4053 data_time: 0.1232 memory: 9800 loss: 0.3385 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0036 loss_cls: 0.0561 acc: 96.5332 loss_bbox: 0.0740 loss_mask: 0.2023 2022/11/01 15:19:46 - mmengine - INFO - Epoch(train) [155][115/125] lr: 2.0000e-04 eta: 0:04:22 time: 0.4462 data_time: 0.1399 memory: 9419 loss: 0.3706 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0053 loss_cls: 0.0665 acc: 97.7295 loss_bbox: 0.0928 loss_mask: 0.2023 2022/11/01 15:19:48 - mmengine - INFO - Epoch(train) [155][120/125] lr: 2.0000e-04 eta: 0:04:18 time: 0.4345 data_time: 0.0997 memory: 9321 loss: 0.3837 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0051 loss_cls: 0.0691 acc: 98.3398 loss_bbox: 0.0981 loss_mask: 0.2066 2022/11/01 15:19:50 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:19:50 - mmengine - INFO - Epoch(train) [155][125/125] lr: 2.0000e-04 eta: 0:04:18 time: 0.3812 data_time: 0.0639 memory: 9670 loss: 0.3669 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0042 loss_cls: 0.0620 acc: 96.1670 loss_bbox: 0.0919 loss_mask: 0.2045 2022/11/01 15:19:53 - mmengine - INFO - Epoch(train) [156][5/125] lr: 2.0000e-04 eta: 0:04:18 time: 0.4746 data_time: 0.1568 memory: 9304 loss: 0.3682 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0040 loss_cls: 0.0550 acc: 97.2412 loss_bbox: 0.0748 loss_mask: 0.2299 2022/11/01 15:19:55 - mmengine - INFO - Epoch(train) [156][10/125] lr: 2.0000e-04 eta: 0:04:12 time: 0.4835 data_time: 0.1677 memory: 9259 loss: 0.3087 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0027 loss_cls: 0.0407 acc: 97.6318 loss_bbox: 0.0514 loss_mask: 0.2102 2022/11/01 15:19:57 - mmengine - INFO - Epoch(train) [156][15/125] lr: 2.0000e-04 eta: 0:04:12 time: 0.3759 data_time: 0.0858 memory: 9131 loss: 0.2675 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0024 loss_cls: 0.0405 acc: 98.2178 loss_bbox: 0.0547 loss_mask: 0.1671 2022/11/01 15:19:59 - mmengine - INFO - Epoch(train) [156][20/125] lr: 2.0000e-04 eta: 0:04:08 time: 0.3929 data_time: 0.1005 memory: 9614 loss: 0.3477 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0048 loss_cls: 0.0651 acc: 95.3369 loss_bbox: 0.0881 loss_mask: 0.1838 2022/11/01 15:20:01 - mmengine - INFO - Epoch(train) [156][25/125] lr: 2.0000e-04 eta: 0:04:08 time: 0.4276 data_time: 0.1392 memory: 9242 loss: 0.3482 loss_rpn_cls: 0.0056 loss_rpn_bbox: 0.0045 loss_cls: 0.0620 acc: 98.1201 loss_bbox: 0.0877 loss_mask: 0.1884 2022/11/01 15:20:03 - mmengine - INFO - Epoch(train) [156][30/125] lr: 2.0000e-04 eta: 0:04:04 time: 0.4149 data_time: 0.1260 memory: 9559 loss: 0.3304 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0034 loss_cls: 0.0600 acc: 97.3877 loss_bbox: 0.0791 loss_mask: 0.1850 2022/11/01 15:20:05 - mmengine - INFO - Epoch(train) [156][35/125] lr: 2.0000e-04 eta: 0:04:04 time: 0.3722 data_time: 0.0822 memory: 9304 loss: 0.3311 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0036 loss_cls: 0.0640 acc: 97.0703 loss_bbox: 0.0808 loss_mask: 0.1803 2022/11/01 15:20:07 - mmengine - INFO - Epoch(train) [156][40/125] lr: 2.0000e-04 eta: 0:03:59 time: 0.3710 data_time: 0.0897 memory: 9529 loss: 0.3000 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0030 loss_cls: 0.0503 acc: 97.2900 loss_bbox: 0.0694 loss_mask: 0.1750 2022/11/01 15:20:09 - mmengine - INFO - Epoch(train) [156][45/125] lr: 2.0000e-04 eta: 0:03:59 time: 0.3892 data_time: 0.1086 memory: 9134 loss: 0.2919 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0029 loss_cls: 0.0485 acc: 99.0234 loss_bbox: 0.0642 loss_mask: 0.1736 2022/11/01 15:20:10 - mmengine - INFO - Epoch(train) [156][50/125] lr: 2.0000e-04 eta: 0:03:55 time: 0.3811 data_time: 0.0927 memory: 9637 loss: 0.3026 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0029 loss_cls: 0.0532 acc: 97.5342 loss_bbox: 0.0666 loss_mask: 0.1766 2022/11/01 15:20:12 - mmengine - INFO - Epoch(train) [156][55/125] lr: 2.0000e-04 eta: 0:03:55 time: 0.3633 data_time: 0.0754 memory: 8994 loss: 0.3112 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0030 loss_cls: 0.0559 acc: 98.4863 loss_bbox: 0.0675 loss_mask: 0.1816 2022/11/01 15:20:14 - mmengine - INFO - Epoch(train) [156][60/125] lr: 2.0000e-04 eta: 0:03:51 time: 0.3910 data_time: 0.1063 memory: 9173 loss: 0.3386 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0036 loss_cls: 0.0613 acc: 95.7031 loss_bbox: 0.0725 loss_mask: 0.1978 2022/11/01 15:20:16 - mmengine - INFO - Epoch(train) [156][65/125] lr: 2.0000e-04 eta: 0:03:51 time: 0.4331 data_time: 0.1256 memory: 10963 loss: 0.3571 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0039 loss_cls: 0.0620 acc: 97.8516 loss_bbox: 0.0853 loss_mask: 0.2023 2022/11/01 15:20:18 - mmengine - INFO - Epoch(train) [156][70/125] lr: 2.0000e-04 eta: 0:03:47 time: 0.3981 data_time: 0.0926 memory: 9206 loss: 0.3392 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0033 loss_cls: 0.0544 acc: 97.5586 loss_bbox: 0.0775 loss_mask: 0.2008 2022/11/01 15:20:20 - mmengine - INFO - Epoch(train) [156][75/125] lr: 2.0000e-04 eta: 0:03:47 time: 0.3662 data_time: 0.0759 memory: 9219 loss: 0.3408 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0035 loss_cls: 0.0571 acc: 99.3408 loss_bbox: 0.0718 loss_mask: 0.2043 2022/11/01 15:20:22 - mmengine - INFO - Epoch(train) [156][80/125] lr: 2.0000e-04 eta: 0:03:43 time: 0.3811 data_time: 0.0916 memory: 9680 loss: 0.3526 loss_rpn_cls: 0.0062 loss_rpn_bbox: 0.0042 loss_cls: 0.0641 acc: 99.0234 loss_bbox: 0.0806 loss_mask: 0.1974 2022/11/01 15:20:24 - mmengine - INFO - Epoch(train) [156][85/125] lr: 2.0000e-04 eta: 0:03:43 time: 0.3979 data_time: 0.1180 memory: 9282 loss: 0.3376 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0037 loss_cls: 0.0619 acc: 98.4375 loss_bbox: 0.0797 loss_mask: 0.1869 2022/11/01 15:20:26 - mmengine - INFO - Epoch(train) [156][90/125] lr: 2.0000e-04 eta: 0:03:39 time: 0.3894 data_time: 0.1021 memory: 9367 loss: 0.3153 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0037 loss_cls: 0.0535 acc: 98.5840 loss_bbox: 0.0699 loss_mask: 0.1832 2022/11/01 15:20:28 - mmengine - INFO - Epoch(train) [156][95/125] lr: 2.0000e-04 eta: 0:03:39 time: 0.3944 data_time: 0.0883 memory: 9604 loss: 0.3295 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0039 loss_cls: 0.0573 acc: 95.9473 loss_bbox: 0.0736 loss_mask: 0.1897 2022/11/01 15:20:30 - mmengine - INFO - Epoch(train) [156][100/125] lr: 2.0000e-04 eta: 0:03:35 time: 0.4078 data_time: 0.1104 memory: 9115 loss: 0.3300 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0033 loss_cls: 0.0600 acc: 98.4619 loss_bbox: 0.0723 loss_mask: 0.1896 2022/11/01 15:20:32 - mmengine - INFO - Epoch(train) [156][105/125] lr: 2.0000e-04 eta: 0:03:35 time: 0.3900 data_time: 0.1069 memory: 9295 loss: 0.3532 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0039 loss_cls: 0.0613 acc: 97.6562 loss_bbox: 0.0835 loss_mask: 0.1984 2022/11/01 15:20:34 - mmengine - INFO - Epoch(train) [156][110/125] lr: 2.0000e-04 eta: 0:03:31 time: 0.3784 data_time: 0.1002 memory: 9232 loss: 0.3258 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0036 loss_cls: 0.0518 acc: 98.5352 loss_bbox: 0.0725 loss_mask: 0.1934 2022/11/01 15:20:36 - mmengine - INFO - Epoch(train) [156][115/125] lr: 2.0000e-04 eta: 0:03:31 time: 0.3693 data_time: 0.0919 memory: 9069 loss: 0.3014 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0033 loss_cls: 0.0476 acc: 98.4375 loss_bbox: 0.0603 loss_mask: 0.1869 2022/11/01 15:20:38 - mmengine - INFO - Epoch(train) [156][120/125] lr: 2.0000e-04 eta: 0:03:27 time: 0.3741 data_time: 0.0927 memory: 9193 loss: 0.3355 loss_rpn_cls: 0.0042 loss_rpn_bbox: 0.0036 loss_cls: 0.0578 acc: 98.3154 loss_bbox: 0.0754 loss_mask: 0.1944 2022/11/01 15:20:39 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:20:39 - mmengine - INFO - Epoch(train) [156][125/125] lr: 2.0000e-04 eta: 0:03:27 time: 0.3396 data_time: 0.0606 memory: 9524 loss: 0.3390 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0031 loss_cls: 0.0589 acc: 98.5840 loss_bbox: 0.0747 loss_mask: 0.1972 2022/11/01 15:20:41 - mmengine - INFO - Epoch(train) [157][5/125] lr: 2.0000e-04 eta: 0:03:27 time: 0.3951 data_time: 0.1081 memory: 9321 loss: 0.3403 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0038 loss_cls: 0.0576 acc: 97.2900 loss_bbox: 0.0808 loss_mask: 0.1943 2022/11/01 15:20:43 - mmengine - INFO - Epoch(train) [157][10/125] lr: 2.0000e-04 eta: 0:03:20 time: 0.4373 data_time: 0.1482 memory: 9180 loss: 0.3420 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0042 loss_cls: 0.0595 acc: 97.6562 loss_bbox: 0.0852 loss_mask: 0.1895 2022/11/01 15:20:46 - mmengine - INFO - Epoch(train) [157][15/125] lr: 2.0000e-04 eta: 0:03:20 time: 0.4195 data_time: 0.1114 memory: 9268 loss: 0.3481 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0038 loss_cls: 0.0630 acc: 96.4111 loss_bbox: 0.0849 loss_mask: 0.1910 2022/11/01 15:20:48 - mmengine - INFO - Epoch(train) [157][20/125] lr: 2.0000e-04 eta: 0:03:16 time: 0.4171 data_time: 0.1016 memory: 9699 loss: 0.3763 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0041 loss_cls: 0.0720 acc: 97.7539 loss_bbox: 0.0931 loss_mask: 0.2025 2022/11/01 15:20:50 - mmengine - INFO - Epoch(train) [157][25/125] lr: 2.0000e-04 eta: 0:03:16 time: 0.3995 data_time: 0.1073 memory: 9604 loss: 0.3761 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0038 loss_cls: 0.0702 acc: 98.1201 loss_bbox: 0.0944 loss_mask: 0.2050 2022/11/01 15:20:52 - mmengine - INFO - Epoch(train) [157][30/125] lr: 2.0000e-04 eta: 0:03:12 time: 0.4135 data_time: 0.1221 memory: 9970 loss: 0.3384 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0036 loss_cls: 0.0596 acc: 98.8525 loss_bbox: 0.0905 loss_mask: 0.1820 2022/11/01 15:20:54 - mmengine - INFO - Epoch(train) [157][35/125] lr: 2.0000e-04 eta: 0:03:12 time: 0.3908 data_time: 0.0996 memory: 9416 loss: 0.3016 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0034 loss_cls: 0.0508 acc: 96.7041 loss_bbox: 0.0771 loss_mask: 0.1675 2022/11/01 15:20:55 - mmengine - INFO - Epoch(train) [157][40/125] lr: 2.0000e-04 eta: 0:03:08 time: 0.3603 data_time: 0.0801 memory: 9075 loss: 0.2823 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0026 loss_cls: 0.0395 acc: 98.9014 loss_bbox: 0.0563 loss_mask: 0.1810 2022/11/01 15:20:58 - mmengine - INFO - Epoch(train) [157][45/125] lr: 2.0000e-04 eta: 0:03:08 time: 0.4013 data_time: 0.1139 memory: 9216 loss: 0.3302 loss_rpn_cls: 0.0041 loss_rpn_bbox: 0.0043 loss_cls: 0.0524 acc: 97.6074 loss_bbox: 0.0750 loss_mask: 0.1943 2022/11/01 15:21:00 - mmengine - INFO - Epoch(train) [157][50/125] lr: 2.0000e-04 eta: 0:03:04 time: 0.4342 data_time: 0.1261 memory: 9491 loss: 0.3604 loss_rpn_cls: 0.0074 loss_rpn_bbox: 0.0056 loss_cls: 0.0643 acc: 97.3877 loss_bbox: 0.0893 loss_mask: 0.1938 2022/11/01 15:21:02 - mmengine - INFO - Epoch(train) [157][55/125] lr: 2.0000e-04 eta: 0:03:04 time: 0.4430 data_time: 0.0972 memory: 9363 loss: 0.3145 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0037 loss_cls: 0.0555 acc: 98.4863 loss_bbox: 0.0742 loss_mask: 0.1745 2022/11/01 15:21:04 - mmengine - INFO - Epoch(train) [157][60/125] lr: 2.0000e-04 eta: 0:03:00 time: 0.4383 data_time: 0.0882 memory: 8865 loss: 0.3126 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0027 loss_cls: 0.0509 acc: 97.9980 loss_bbox: 0.0650 loss_mask: 0.1896 2022/11/01 15:21:06 - mmengine - INFO - Epoch(train) [157][65/125] lr: 2.0000e-04 eta: 0:03:00 time: 0.4153 data_time: 0.1034 memory: 9458 loss: 0.3405 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0032 loss_cls: 0.0558 acc: 96.6797 loss_bbox: 0.0756 loss_mask: 0.2011 2022/11/01 15:21:09 - mmengine - INFO - Epoch(train) [157][70/125] lr: 2.0000e-04 eta: 0:02:56 time: 0.4477 data_time: 0.1389 memory: 9660 loss: 0.3425 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0039 loss_cls: 0.0604 acc: 95.0928 loss_bbox: 0.0892 loss_mask: 0.1848 2022/11/01 15:21:11 - mmengine - INFO - Epoch(train) [157][75/125] lr: 2.0000e-04 eta: 0:02:56 time: 0.4430 data_time: 0.1152 memory: 9222 loss: 0.3230 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0033 loss_cls: 0.0547 acc: 96.8750 loss_bbox: 0.0816 loss_mask: 0.1803 2022/11/01 15:21:13 - mmengine - INFO - Epoch(train) [157][80/125] lr: 2.0000e-04 eta: 0:02:52 time: 0.4012 data_time: 0.0781 memory: 9604 loss: 0.3264 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0030 loss_cls: 0.0547 acc: 98.5107 loss_bbox: 0.0795 loss_mask: 0.1856 2022/11/01 15:21:15 - mmengine - INFO - Epoch(train) [157][85/125] lr: 2.0000e-04 eta: 0:02:52 time: 0.4162 data_time: 0.1180 memory: 9049 loss: 0.3277 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0030 loss_cls: 0.0553 acc: 99.0479 loss_bbox: 0.0741 loss_mask: 0.1920 2022/11/01 15:21:17 - mmengine - INFO - Epoch(train) [157][90/125] lr: 2.0000e-04 eta: 0:02:48 time: 0.4570 data_time: 0.1535 memory: 9539 loss: 0.3477 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0037 loss_cls: 0.0581 acc: 97.4121 loss_bbox: 0.0792 loss_mask: 0.2017 2022/11/01 15:21:19 - mmengine - INFO - Epoch(train) [157][95/125] lr: 2.0000e-04 eta: 0:02:48 time: 0.4366 data_time: 0.1245 memory: 9683 loss: 0.3937 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0051 loss_cls: 0.0719 acc: 96.8506 loss_bbox: 0.0974 loss_mask: 0.2128 2022/11/01 15:21:21 - mmengine - INFO - Epoch(train) [157][100/125] lr: 2.0000e-04 eta: 0:02:43 time: 0.3918 data_time: 0.0900 memory: 9875 loss: 0.3680 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0044 loss_cls: 0.0693 acc: 98.2910 loss_bbox: 0.0892 loss_mask: 0.2003 2022/11/01 15:21:23 - mmengine - INFO - Epoch(train) [157][105/125] lr: 2.0000e-04 eta: 0:02:43 time: 0.3984 data_time: 0.1074 memory: 9082 loss: 0.3433 loss_rpn_cls: 0.0043 loss_rpn_bbox: 0.0036 loss_cls: 0.0580 acc: 97.7295 loss_bbox: 0.0812 loss_mask: 0.1963 2022/11/01 15:21:26 - mmengine - INFO - Epoch(train) [157][110/125] lr: 2.0000e-04 eta: 0:02:39 time: 0.4746 data_time: 0.1595 memory: 9409 loss: 0.3638 loss_rpn_cls: 0.0071 loss_rpn_bbox: 0.0042 loss_cls: 0.0630 acc: 96.7529 loss_bbox: 0.0839 loss_mask: 0.2057 2022/11/01 15:21:28 - mmengine - INFO - Epoch(train) [157][115/125] lr: 2.0000e-04 eta: 0:02:39 time: 0.4624 data_time: 0.1314 memory: 9611 loss: 0.3342 loss_rpn_cls: 0.0065 loss_rpn_bbox: 0.0038 loss_cls: 0.0563 acc: 97.8027 loss_bbox: 0.0788 loss_mask: 0.1888 2022/11/01 15:21:30 - mmengine - INFO - Epoch(train) [157][120/125] lr: 2.0000e-04 eta: 0:02:35 time: 0.3952 data_time: 0.0724 memory: 9193 loss: 0.3042 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0030 loss_cls: 0.0461 acc: 97.7783 loss_bbox: 0.0712 loss_mask: 0.1809 2022/11/01 15:21:32 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:21:32 - mmengine - INFO - Epoch(train) [157][125/125] lr: 2.0000e-04 eta: 0:02:35 time: 0.3843 data_time: 0.0605 memory: 8954 loss: 0.3210 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0031 loss_cls: 0.0559 acc: 98.0957 loss_bbox: 0.0686 loss_mask: 0.1897 2022/11/01 15:21:34 - mmengine - INFO - Epoch(train) [158][5/125] lr: 2.0000e-04 eta: 0:02:35 time: 0.4276 data_time: 0.1178 memory: 9141 loss: 0.3254 loss_rpn_cls: 0.0038 loss_rpn_bbox: 0.0030 loss_cls: 0.0556 acc: 97.9736 loss_bbox: 0.0677 loss_mask: 0.1952 2022/11/01 15:21:36 - mmengine - INFO - Epoch(train) [158][10/125] lr: 2.0000e-04 eta: 0:02:29 time: 0.4302 data_time: 0.1327 memory: 9262 loss: 0.3301 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0032 loss_cls: 0.0554 acc: 96.7285 loss_bbox: 0.0730 loss_mask: 0.1949 2022/11/01 15:21:38 - mmengine - INFO - Epoch(train) [158][15/125] lr: 2.0000e-04 eta: 0:02:29 time: 0.4056 data_time: 0.1016 memory: 9026 loss: 0.3142 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0026 loss_cls: 0.0539 acc: 99.1211 loss_bbox: 0.0663 loss_mask: 0.1879 2022/11/01 15:21:40 - mmengine - INFO - Epoch(train) [158][20/125] lr: 2.0000e-04 eta: 0:02:25 time: 0.4472 data_time: 0.1220 memory: 9288 loss: 0.3280 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0029 loss_cls: 0.0493 acc: 98.0713 loss_bbox: 0.0667 loss_mask: 0.2056 2022/11/01 15:21:43 - mmengine - INFO - Epoch(train) [158][25/125] lr: 2.0000e-04 eta: 0:02:25 time: 0.4535 data_time: 0.1369 memory: 9105 loss: 0.3623 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0038 loss_cls: 0.0604 acc: 96.2158 loss_bbox: 0.0841 loss_mask: 0.2102 2022/11/01 15:21:45 - mmengine - INFO - Epoch(train) [158][30/125] lr: 2.0000e-04 eta: 0:02:21 time: 0.4303 data_time: 0.1307 memory: 9644 loss: 0.3446 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0036 loss_cls: 0.0612 acc: 98.1445 loss_bbox: 0.0820 loss_mask: 0.1947 2022/11/01 15:21:47 - mmengine - INFO - Epoch(train) [158][35/125] lr: 2.0000e-04 eta: 0:02:21 time: 0.4266 data_time: 0.1178 memory: 9226 loss: 0.3458 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0043 loss_cls: 0.0558 acc: 97.5098 loss_bbox: 0.0868 loss_mask: 0.1960 2022/11/01 15:21:49 - mmengine - INFO - Epoch(train) [158][40/125] lr: 2.0000e-04 eta: 0:02:17 time: 0.4214 data_time: 0.1094 memory: 8967 loss: 0.3446 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0038 loss_cls: 0.0550 acc: 97.1924 loss_bbox: 0.0806 loss_mask: 0.2012 2022/11/01 15:21:51 - mmengine - INFO - Epoch(train) [158][45/125] lr: 2.0000e-04 eta: 0:02:17 time: 0.4361 data_time: 0.1239 memory: 9478 loss: 0.3258 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0030 loss_cls: 0.0555 acc: 97.9492 loss_bbox: 0.0760 loss_mask: 0.1877 2022/11/01 15:21:53 - mmengine - INFO - Epoch(train) [158][50/125] lr: 2.0000e-04 eta: 0:02:13 time: 0.4318 data_time: 0.1238 memory: 9101 loss: 0.3315 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0034 loss_cls: 0.0568 acc: 97.5586 loss_bbox: 0.0767 loss_mask: 0.1923 2022/11/01 15:21:55 - mmengine - INFO - Epoch(train) [158][55/125] lr: 2.0000e-04 eta: 0:02:13 time: 0.3948 data_time: 0.0957 memory: 9158 loss: 0.3367 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0033 loss_cls: 0.0567 acc: 97.8027 loss_bbox: 0.0683 loss_mask: 0.2039 2022/11/01 15:21:57 - mmengine - INFO - Epoch(train) [158][60/125] lr: 2.0000e-04 eta: 0:02:09 time: 0.3909 data_time: 0.0888 memory: 9236 loss: 0.3244 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0029 loss_cls: 0.0550 acc: 98.2178 loss_bbox: 0.0680 loss_mask: 0.1936 2022/11/01 15:21:59 - mmengine - INFO - Epoch(train) [158][65/125] lr: 2.0000e-04 eta: 0:02:09 time: 0.3997 data_time: 0.0971 memory: 9082 loss: 0.3315 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0031 loss_cls: 0.0580 acc: 97.7539 loss_bbox: 0.0735 loss_mask: 0.1937 2022/11/01 15:22:01 - mmengine - INFO - Epoch(train) [158][70/125] lr: 2.0000e-04 eta: 0:02:05 time: 0.3901 data_time: 0.0961 memory: 9314 loss: 0.3399 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0037 loss_cls: 0.0605 acc: 97.2168 loss_bbox: 0.0806 loss_mask: 0.1921 2022/11/01 15:22:03 - mmengine - INFO - Epoch(train) [158][75/125] lr: 2.0000e-04 eta: 0:02:05 time: 0.3714 data_time: 0.0846 memory: 9121 loss: 0.3231 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0032 loss_cls: 0.0550 acc: 96.8018 loss_bbox: 0.0766 loss_mask: 0.1855 2022/11/01 15:22:05 - mmengine - INFO - Epoch(train) [158][80/125] lr: 2.0000e-04 eta: 0:02:00 time: 0.3812 data_time: 0.0864 memory: 8914 loss: 0.3012 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0032 loss_cls: 0.0496 acc: 98.0713 loss_bbox: 0.0643 loss_mask: 0.1793 2022/11/01 15:22:07 - mmengine - INFO - Epoch(train) [158][85/125] lr: 2.0000e-04 eta: 0:02:00 time: 0.4331 data_time: 0.1186 memory: 9344 loss: 0.3029 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0030 loss_cls: 0.0487 acc: 99.1943 loss_bbox: 0.0602 loss_mask: 0.1860 2022/11/01 15:22:09 - mmengine - INFO - Epoch(train) [158][90/125] lr: 2.0000e-04 eta: 0:01:56 time: 0.4383 data_time: 0.1325 memory: 9631 loss: 0.3430 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0031 loss_cls: 0.0592 acc: 97.1680 loss_bbox: 0.0728 loss_mask: 0.2050 2022/11/01 15:22:11 - mmengine - INFO - Epoch(train) [158][95/125] lr: 2.0000e-04 eta: 0:01:56 time: 0.4027 data_time: 0.1132 memory: 9562 loss: 0.3528 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0040 loss_cls: 0.0661 acc: 98.5840 loss_bbox: 0.0843 loss_mask: 0.1950 2022/11/01 15:22:13 - mmengine - INFO - Epoch(train) [158][100/125] lr: 2.0000e-04 eta: 0:01:52 time: 0.3849 data_time: 0.0902 memory: 9314 loss: 0.3475 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0039 loss_cls: 0.0650 acc: 96.4355 loss_bbox: 0.0879 loss_mask: 0.1875 2022/11/01 15:22:15 - mmengine - INFO - Epoch(train) [158][105/125] lr: 2.0000e-04 eta: 0:01:52 time: 0.3626 data_time: 0.0722 memory: 9232 loss: 0.3103 loss_rpn_cls: 0.0023 loss_rpn_bbox: 0.0028 loss_cls: 0.0533 acc: 98.7549 loss_bbox: 0.0687 loss_mask: 0.1831 2022/11/01 15:22:17 - mmengine - INFO - Epoch(train) [158][110/125] lr: 2.0000e-04 eta: 0:01:48 time: 0.4159 data_time: 0.1128 memory: 9200 loss: 0.3001 loss_rpn_cls: 0.0021 loss_rpn_bbox: 0.0028 loss_cls: 0.0470 acc: 98.6328 loss_bbox: 0.0600 loss_mask: 0.1882 2022/11/01 15:22:19 - mmengine - INFO - Epoch(train) [158][115/125] lr: 2.0000e-04 eta: 0:01:48 time: 0.4445 data_time: 0.1384 memory: 9285 loss: 0.3396 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0041 loss_cls: 0.0550 acc: 97.4121 loss_bbox: 0.0733 loss_mask: 0.2037 2022/11/01 15:22:21 - mmengine - INFO - Epoch(train) [158][120/125] lr: 2.0000e-04 eta: 0:01:44 time: 0.3962 data_time: 0.1057 memory: 9732 loss: 0.3535 loss_rpn_cls: 0.0061 loss_rpn_bbox: 0.0041 loss_cls: 0.0566 acc: 97.1436 loss_bbox: 0.0799 loss_mask: 0.2068 2022/11/01 15:22:23 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:22:23 - mmengine - INFO - Epoch(train) [158][125/125] lr: 2.0000e-04 eta: 0:01:44 time: 0.3455 data_time: 0.0556 memory: 9275 loss: 0.3408 loss_rpn_cls: 0.0051 loss_rpn_bbox: 0.0035 loss_cls: 0.0571 acc: 97.3145 loss_bbox: 0.0816 loss_mask: 0.1935 2022/11/01 15:22:25 - mmengine - INFO - Epoch(train) [159][5/125] lr: 2.0000e-04 eta: 0:01:44 time: 0.4148 data_time: 0.1202 memory: 9689 loss: 0.3155 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0032 loss_cls: 0.0568 acc: 98.7549 loss_bbox: 0.0768 loss_mask: 0.1763 2022/11/01 15:22:28 - mmengine - INFO - Epoch(train) [159][10/125] lr: 2.0000e-04 eta: 0:01:38 time: 0.4648 data_time: 0.1682 memory: 9585 loss: 0.3264 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0037 loss_cls: 0.0595 acc: 98.2666 loss_bbox: 0.0805 loss_mask: 0.1792 2022/11/01 15:22:29 - mmengine - INFO - Epoch(train) [159][15/125] lr: 2.0000e-04 eta: 0:01:38 time: 0.3947 data_time: 0.1053 memory: 9380 loss: 0.3535 loss_rpn_cls: 0.0054 loss_rpn_bbox: 0.0043 loss_cls: 0.0686 acc: 98.6328 loss_bbox: 0.0874 loss_mask: 0.1878 2022/11/01 15:22:31 - mmengine - INFO - Epoch(train) [159][20/125] lr: 2.0000e-04 eta: 0:01:34 time: 0.3654 data_time: 0.0764 memory: 9350 loss: 0.3667 loss_rpn_cls: 0.0059 loss_rpn_bbox: 0.0045 loss_cls: 0.0705 acc: 96.6064 loss_bbox: 0.0900 loss_mask: 0.1958 2022/11/01 15:22:33 - mmengine - INFO - Epoch(train) [159][25/125] lr: 2.0000e-04 eta: 0:01:34 time: 0.3862 data_time: 0.0947 memory: 9761 loss: 0.3618 loss_rpn_cls: 0.0057 loss_rpn_bbox: 0.0042 loss_cls: 0.0638 acc: 98.3643 loss_bbox: 0.0879 loss_mask: 0.2001 2022/11/01 15:22:35 - mmengine - INFO - Epoch(train) [159][30/125] lr: 2.0000e-04 eta: 0:01:30 time: 0.3970 data_time: 0.1136 memory: 9271 loss: 0.3428 loss_rpn_cls: 0.0048 loss_rpn_bbox: 0.0037 loss_cls: 0.0581 acc: 97.9980 loss_bbox: 0.0815 loss_mask: 0.1947 2022/11/01 15:22:37 - mmengine - INFO - Epoch(train) [159][35/125] lr: 2.0000e-04 eta: 0:01:30 time: 0.3692 data_time: 0.0931 memory: 8937 loss: 0.3048 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0030 loss_cls: 0.0473 acc: 98.8525 loss_bbox: 0.0687 loss_mask: 0.1810 2022/11/01 15:22:39 - mmengine - INFO - Epoch(train) [159][40/125] lr: 2.0000e-04 eta: 0:01:26 time: 0.3624 data_time: 0.0831 memory: 9320 loss: 0.3087 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0030 loss_cls: 0.0502 acc: 96.2158 loss_bbox: 0.0681 loss_mask: 0.1829 2022/11/01 15:22:41 - mmengine - INFO - Epoch(train) [159][45/125] lr: 2.0000e-04 eta: 0:01:26 time: 0.4034 data_time: 0.1143 memory: 9337 loss: 0.3455 loss_rpn_cls: 0.0058 loss_rpn_bbox: 0.0040 loss_cls: 0.0631 acc: 96.3379 loss_bbox: 0.0852 loss_mask: 0.1874 2022/11/01 15:22:43 - mmengine - INFO - Epoch(train) [159][50/125] lr: 2.0000e-04 eta: 0:01:21 time: 0.4571 data_time: 0.1451 memory: 9334 loss: 0.3474 loss_rpn_cls: 0.0085 loss_rpn_bbox: 0.0043 loss_cls: 0.0642 acc: 97.6074 loss_bbox: 0.0871 loss_mask: 0.1834 2022/11/01 15:22:45 - mmengine - INFO - Epoch(train) [159][55/125] lr: 2.0000e-04 eta: 0:01:21 time: 0.4167 data_time: 0.1107 memory: 9465 loss: 0.3317 loss_rpn_cls: 0.0079 loss_rpn_bbox: 0.0038 loss_cls: 0.0608 acc: 98.6572 loss_bbox: 0.0789 loss_mask: 0.1803 2022/11/01 15:22:47 - mmengine - INFO - Epoch(train) [159][60/125] lr: 2.0000e-04 eta: 0:01:17 time: 0.3647 data_time: 0.0754 memory: 9183 loss: 0.3264 loss_rpn_cls: 0.0047 loss_rpn_bbox: 0.0033 loss_cls: 0.0562 acc: 97.4609 loss_bbox: 0.0771 loss_mask: 0.1851 2022/11/01 15:22:49 - mmengine - INFO - Epoch(train) [159][65/125] lr: 2.0000e-04 eta: 0:01:17 time: 0.4025 data_time: 0.1119 memory: 8852 loss: 0.3311 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0029 loss_cls: 0.0542 acc: 98.3398 loss_bbox: 0.0731 loss_mask: 0.1976 2022/11/01 15:22:51 - mmengine - INFO - Epoch(train) [159][70/125] lr: 2.0000e-04 eta: 0:01:13 time: 0.4239 data_time: 0.1295 memory: 9389 loss: 0.3289 loss_rpn_cls: 0.0037 loss_rpn_bbox: 0.0031 loss_cls: 0.0590 acc: 98.9258 loss_bbox: 0.0693 loss_mask: 0.1937 2022/11/01 15:22:53 - mmengine - INFO - Epoch(train) [159][75/125] lr: 2.0000e-04 eta: 0:01:13 time: 0.4142 data_time: 0.1093 memory: 9232 loss: 0.3371 loss_rpn_cls: 0.0028 loss_rpn_bbox: 0.0031 loss_cls: 0.0635 acc: 97.3633 loss_bbox: 0.0772 loss_mask: 0.1904 2022/11/01 15:22:56 - mmengine - INFO - Epoch(train) [159][80/125] lr: 2.0000e-04 eta: 0:01:09 time: 0.4298 data_time: 0.1266 memory: 9429 loss: 0.3407 loss_rpn_cls: 0.0029 loss_rpn_bbox: 0.0032 loss_cls: 0.0614 acc: 98.5352 loss_bbox: 0.0779 loss_mask: 0.1953 2022/11/01 15:22:58 - mmengine - INFO - Epoch(train) [159][85/125] lr: 2.0000e-04 eta: 0:01:09 time: 0.4350 data_time: 0.1368 memory: 9236 loss: 0.3411 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0038 loss_cls: 0.0609 acc: 97.7051 loss_bbox: 0.0757 loss_mask: 0.1971 2022/11/01 15:23:00 - mmengine - INFO - Epoch(train) [159][90/125] lr: 2.0000e-04 eta: 0:01:05 time: 0.4213 data_time: 0.1253 memory: 9147 loss: 0.3153 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0041 loss_cls: 0.0531 acc: 98.5596 loss_bbox: 0.0701 loss_mask: 0.1847 2022/11/01 15:23:02 - mmengine - INFO - Epoch(train) [159][95/125] lr: 2.0000e-04 eta: 0:01:05 time: 0.4010 data_time: 0.1052 memory: 8735 loss: 0.2837 loss_rpn_cls: 0.0024 loss_rpn_bbox: 0.0029 loss_cls: 0.0414 acc: 98.7549 loss_bbox: 0.0557 loss_mask: 0.1813 2022/11/01 15:23:04 - mmengine - INFO - Epoch(train) [159][100/125] lr: 2.0000e-04 eta: 0:01:01 time: 0.3809 data_time: 0.0825 memory: 9830 loss: 0.3118 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0033 loss_cls: 0.0467 acc: 97.3633 loss_bbox: 0.0702 loss_mask: 0.1886 2022/11/01 15:23:05 - mmengine - INFO - Epoch(train) [159][105/125] lr: 2.0000e-04 eta: 0:01:01 time: 0.3763 data_time: 0.0809 memory: 9604 loss: 0.3426 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0047 loss_cls: 0.0579 acc: 97.8271 loss_bbox: 0.0922 loss_mask: 0.1841 2022/11/01 15:23:08 - mmengine - INFO - Epoch(train) [159][110/125] lr: 2.0000e-04 eta: 0:00:57 time: 0.4143 data_time: 0.1262 memory: 9204 loss: 0.3393 loss_rpn_cls: 0.0050 loss_rpn_bbox: 0.0048 loss_cls: 0.0565 acc: 98.0225 loss_bbox: 0.0832 loss_mask: 0.1898 2022/11/01 15:23:09 - mmengine - INFO - Epoch(train) [159][115/125] lr: 2.0000e-04 eta: 0:00:57 time: 0.4109 data_time: 0.1225 memory: 9511 loss: 0.3283 loss_rpn_cls: 0.0066 loss_rpn_bbox: 0.0042 loss_cls: 0.0540 acc: 98.6328 loss_bbox: 0.0748 loss_mask: 0.1886 2022/11/01 15:23:11 - mmengine - INFO - Epoch(train) [159][120/125] lr: 2.0000e-04 eta: 0:00:53 time: 0.3683 data_time: 0.0807 memory: 9249 loss: 0.3378 loss_rpn_cls: 0.0046 loss_rpn_bbox: 0.0037 loss_cls: 0.0562 acc: 97.8271 loss_bbox: 0.0759 loss_mask: 0.1973 2022/11/01 15:23:13 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:23:13 - mmengine - INFO - Epoch(train) [159][125/125] lr: 2.0000e-04 eta: 0:00:53 time: 0.3505 data_time: 0.0608 memory: 9196 loss: 0.3215 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0033 loss_cls: 0.0526 acc: 98.0713 loss_bbox: 0.0684 loss_mask: 0.1940 2022/11/01 15:23:16 - mmengine - INFO - Epoch(train) [160][5/125] lr: 2.0000e-04 eta: 0:00:53 time: 0.4342 data_time: 0.1322 memory: 9036 loss: 0.3194 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0028 loss_cls: 0.0514 acc: 97.2412 loss_bbox: 0.0711 loss_mask: 0.1908 2022/11/01 15:23:18 - mmengine - INFO - Epoch(train) [160][10/125] lr: 2.0000e-04 eta: 0:00:47 time: 0.4573 data_time: 0.1591 memory: 9269 loss: 0.3600 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0039 loss_cls: 0.0592 acc: 97.6807 loss_bbox: 0.0883 loss_mask: 0.2043 2022/11/01 15:23:20 - mmengine - INFO - Epoch(train) [160][15/125] lr: 2.0000e-04 eta: 0:00:47 time: 0.4318 data_time: 0.1054 memory: 9514 loss: 0.3573 loss_rpn_cls: 0.0044 loss_rpn_bbox: 0.0042 loss_cls: 0.0637 acc: 98.7305 loss_bbox: 0.0890 loss_mask: 0.1960 2022/11/01 15:23:22 - mmengine - INFO - Epoch(train) [160][20/125] lr: 2.0000e-04 eta: 0:00:43 time: 0.4710 data_time: 0.1296 memory: 9079 loss: 0.3465 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0038 loss_cls: 0.0612 acc: 98.3643 loss_bbox: 0.0789 loss_mask: 0.1995 2022/11/01 15:23:25 - mmengine - INFO - Epoch(train) [160][25/125] lr: 2.0000e-04 eta: 0:00:43 time: 0.4530 data_time: 0.1455 memory: 9367 loss: 0.3189 loss_rpn_cls: 0.0025 loss_rpn_bbox: 0.0036 loss_cls: 0.0523 acc: 96.9971 loss_bbox: 0.0726 loss_mask: 0.1880 2022/11/01 15:23:27 - mmengine - INFO - Epoch(train) [160][30/125] lr: 2.0000e-04 eta: 0:00:38 time: 0.4701 data_time: 0.1459 memory: 9764 loss: 0.3068 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0032 loss_cls: 0.0537 acc: 98.3887 loss_bbox: 0.0760 loss_mask: 0.1712 2022/11/01 15:23:29 - mmengine - INFO - Epoch(train) [160][35/125] lr: 2.0000e-04 eta: 0:00:38 time: 0.4629 data_time: 0.1177 memory: 9621 loss: 0.3358 loss_rpn_cls: 0.0033 loss_rpn_bbox: 0.0043 loss_cls: 0.0690 acc: 96.6797 loss_bbox: 0.0872 loss_mask: 0.1721 2022/11/01 15:23:32 - mmengine - INFO - Epoch(train) [160][40/125] lr: 2.0000e-04 eta: 0:00:34 time: 0.4672 data_time: 0.1247 memory: 9663 loss: 0.3124 loss_rpn_cls: 0.0034 loss_rpn_bbox: 0.0046 loss_cls: 0.0613 acc: 97.2412 loss_bbox: 0.0819 loss_mask: 0.1611 2022/11/01 15:23:34 - mmengine - INFO - Epoch(train) [160][45/125] lr: 2.0000e-04 eta: 0:00:34 time: 0.4871 data_time: 0.1369 memory: 9425 loss: 0.3190 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0039 loss_cls: 0.0556 acc: 97.2656 loss_bbox: 0.0817 loss_mask: 0.1739 2022/11/01 15:23:36 - mmengine - INFO - Epoch(train) [160][50/125] lr: 2.0000e-04 eta: 0:00:30 time: 0.4321 data_time: 0.1011 memory: 9160 loss: 0.3260 loss_rpn_cls: 0.0035 loss_rpn_bbox: 0.0032 loss_cls: 0.0579 acc: 98.5352 loss_bbox: 0.0755 loss_mask: 0.1859 2022/11/01 15:23:38 - mmengine - INFO - Epoch(train) [160][55/125] lr: 2.0000e-04 eta: 0:00:30 time: 0.4170 data_time: 0.1020 memory: 9416 loss: 0.3144 loss_rpn_cls: 0.0027 loss_rpn_bbox: 0.0030 loss_cls: 0.0563 acc: 97.9248 loss_bbox: 0.0716 loss_mask: 0.1808 2022/11/01 15:23:40 - mmengine - INFO - Epoch(train) [160][60/125] lr: 2.0000e-04 eta: 0:00:26 time: 0.4351 data_time: 0.1163 memory: 9383 loss: 0.3598 loss_rpn_cls: 0.0053 loss_rpn_bbox: 0.0049 loss_cls: 0.0689 acc: 97.9248 loss_bbox: 0.0875 loss_mask: 0.1932 2022/11/01 15:23:43 - mmengine - INFO - Epoch(train) [160][65/125] lr: 2.0000e-04 eta: 0:00:26 time: 0.4283 data_time: 0.1147 memory: 9504 loss: 0.3588 loss_rpn_cls: 0.0069 loss_rpn_bbox: 0.0048 loss_cls: 0.0652 acc: 98.4863 loss_bbox: 0.0830 loss_mask: 0.1989 2022/11/01 15:23:44 - mmengine - INFO - Epoch(train) [160][70/125] lr: 2.0000e-04 eta: 0:00:22 time: 0.3949 data_time: 0.0920 memory: 9020 loss: 0.3097 loss_rpn_cls: 0.0049 loss_rpn_bbox: 0.0031 loss_cls: 0.0453 acc: 99.0723 loss_bbox: 0.0622 loss_mask: 0.1942 2022/11/01 15:23:46 - mmengine - INFO - Epoch(train) [160][75/125] lr: 2.0000e-04 eta: 0:00:22 time: 0.3668 data_time: 0.0698 memory: 9039 loss: 0.3011 loss_rpn_cls: 0.0039 loss_rpn_bbox: 0.0028 loss_cls: 0.0452 acc: 97.5098 loss_bbox: 0.0600 loss_mask: 0.1893 2022/11/01 15:23:48 - mmengine - INFO - Epoch(train) [160][80/125] lr: 2.0000e-04 eta: 0:00:18 time: 0.3922 data_time: 0.0985 memory: 9314 loss: 0.3131 loss_rpn_cls: 0.0036 loss_rpn_bbox: 0.0029 loss_cls: 0.0507 acc: 97.2656 loss_bbox: 0.0709 loss_mask: 0.1851 2022/11/01 15:23:50 - mmengine - INFO - Epoch(train) [160][85/125] lr: 2.0000e-04 eta: 0:00:18 time: 0.4162 data_time: 0.1284 memory: 9098 loss: 0.3040 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0027 loss_cls: 0.0465 acc: 98.3398 loss_bbox: 0.0685 loss_mask: 0.1831 2022/11/01 15:23:52 - mmengine - INFO - Epoch(train) [160][90/125] lr: 2.0000e-04 eta: 0:00:14 time: 0.4103 data_time: 0.1161 memory: 9317 loss: 0.3224 loss_rpn_cls: 0.0040 loss_rpn_bbox: 0.0026 loss_cls: 0.0500 acc: 97.8760 loss_bbox: 0.0645 loss_mask: 0.2013 2022/11/01 15:23:54 - mmengine - INFO - Epoch(train) [160][95/125] lr: 2.0000e-04 eta: 0:00:14 time: 0.3757 data_time: 0.0750 memory: 9124 loss: 0.3256 loss_rpn_cls: 0.0045 loss_rpn_bbox: 0.0027 loss_cls: 0.0572 acc: 97.6807 loss_bbox: 0.0665 loss_mask: 0.1947 2022/11/01 15:23:56 - mmengine - INFO - Epoch(train) [160][100/125] lr: 2.0000e-04 eta: 0:00:10 time: 0.3692 data_time: 0.0708 memory: 8981 loss: 0.3125 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0028 loss_cls: 0.0543 acc: 97.7539 loss_bbox: 0.0670 loss_mask: 0.1853 2022/11/01 15:23:58 - mmengine - INFO - Epoch(train) [160][105/125] lr: 2.0000e-04 eta: 0:00:10 time: 0.4252 data_time: 0.1236 memory: 9370 loss: 0.3339 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0031 loss_cls: 0.0577 acc: 96.2402 loss_bbox: 0.0735 loss_mask: 0.1967 2022/11/01 15:24:01 - mmengine - INFO - Epoch(train) [160][110/125] lr: 2.0000e-04 eta: 0:00:06 time: 0.4576 data_time: 0.1397 memory: 9524 loss: 0.3396 loss_rpn_cls: 0.0032 loss_rpn_bbox: 0.0032 loss_cls: 0.0627 acc: 99.0967 loss_bbox: 0.0824 loss_mask: 0.1881 2022/11/01 15:24:03 - mmengine - INFO - Epoch(train) [160][115/125] lr: 2.0000e-04 eta: 0:00:06 time: 0.4510 data_time: 0.1043 memory: 9262 loss: 0.3233 loss_rpn_cls: 0.0030 loss_rpn_bbox: 0.0028 loss_cls: 0.0593 acc: 98.5107 loss_bbox: 0.0775 loss_mask: 0.1806 2022/11/01 15:24:05 - mmengine - INFO - Epoch(train) [160][120/125] lr: 2.0000e-04 eta: 0:00:02 time: 0.4317 data_time: 0.1037 memory: 8967 loss: 0.3061 loss_rpn_cls: 0.0031 loss_rpn_bbox: 0.0024 loss_cls: 0.0519 acc: 97.6074 loss_bbox: 0.0665 loss_mask: 0.1822 2022/11/01 15:24:07 - mmengine - INFO - Exp name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357 2022/11/01 15:24:07 - mmengine - INFO - Epoch(train) [160][125/125] lr: 2.0000e-04 eta: 0:00:02 time: 0.3653 data_time: 0.0725 memory: 8967 loss: 0.3192 loss_rpn_cls: 0.0021 loss_rpn_bbox: 0.0025 loss_cls: 0.0461 acc: 99.4629 loss_bbox: 0.0646 loss_mask: 0.2038 2022/11/01 15:24:07 - mmengine - INFO - Saving checkpoint at 160 epochs 2022/11/01 15:24:13 - mmengine - INFO - Epoch(val) [160][5/500] eta: 0:00:02 time: 0.0757 data_time: 0.0048 memory: 1373 2022/11/01 15:24:13 - mmengine - INFO - Epoch(val) [160][10/500] eta: 0:00:37 time: 0.0763 data_time: 0.0049 memory: 1373 2022/11/01 15:24:14 - mmengine - INFO - Epoch(val) [160][15/500] eta: 0:00:37 time: 0.0627 data_time: 0.0023 memory: 1373 2022/11/01 15:24:14 - mmengine - INFO - Epoch(val) [160][20/500] eta: 0:00:31 time: 0.0661 data_time: 0.0023 memory: 1373 2022/11/01 15:24:14 - mmengine - INFO - Epoch(val) [160][25/500] eta: 0:00:31 time: 0.0665 data_time: 0.0024 memory: 1373 2022/11/01 15:24:15 - mmengine - INFO - Epoch(val) [160][30/500] eta: 0:00:34 time: 0.0728 data_time: 0.0027 memory: 1373 2022/11/01 15:24:15 - mmengine - INFO - Epoch(val) [160][35/500] eta: 0:00:34 time: 0.0756 data_time: 0.0025 memory: 1373 2022/11/01 15:24:16 - mmengine - INFO - Epoch(val) [160][40/500] eta: 0:00:34 time: 0.0749 data_time: 0.0023 memory: 1373 2022/11/01 15:24:16 - mmengine - INFO - Epoch(val) [160][45/500] eta: 0:00:34 time: 0.0842 data_time: 0.0033 memory: 1373 2022/11/01 15:24:16 - mmengine - INFO - Epoch(val) [160][50/500] eta: 0:00:37 time: 0.0832 data_time: 0.0093 memory: 1373 2022/11/01 15:24:17 - mmengine - INFO - Epoch(val) [160][55/500] eta: 0:00:37 time: 0.0754 data_time: 0.0084 memory: 1373 2022/11/01 15:24:17 - mmengine - INFO - Epoch(val) [160][60/500] eta: 0:00:31 time: 0.0725 data_time: 0.0058 memory: 1373 2022/11/01 15:24:18 - mmengine - INFO - Epoch(val) [160][65/500] eta: 0:00:31 time: 0.0763 data_time: 0.0056 memory: 1373 2022/11/01 15:24:18 - mmengine - INFO - Epoch(val) [160][70/500] eta: 0:00:33 time: 0.0781 data_time: 0.0042 memory: 1373 2022/11/01 15:24:18 - mmengine - INFO - Epoch(val) [160][75/500] eta: 0:00:33 time: 0.0702 data_time: 0.0041 memory: 1373 2022/11/01 15:24:19 - mmengine - INFO - Epoch(val) [160][80/500] eta: 0:00:25 time: 0.0617 data_time: 0.0021 memory: 1373 2022/11/01 15:24:19 - mmengine - INFO - Epoch(val) [160][85/500] eta: 0:00:25 time: 0.0613 data_time: 0.0021 memory: 1373 2022/11/01 15:24:19 - mmengine - INFO - Epoch(val) [160][90/500] eta: 0:00:27 time: 0.0672 data_time: 0.0021 memory: 1373 2022/11/01 15:24:20 - mmengine - INFO - Epoch(val) [160][95/500] eta: 0:00:27 time: 0.0692 data_time: 0.0020 memory: 1373 2022/11/01 15:24:20 - mmengine - INFO - Epoch(val) [160][100/500] eta: 0:00:26 time: 0.0664 data_time: 0.0023 memory: 1373 2022/11/01 15:24:20 - mmengine - INFO - Epoch(val) [160][105/500] eta: 0:00:26 time: 0.0684 data_time: 0.0025 memory: 1373 2022/11/01 15:24:21 - mmengine - INFO - Epoch(val) [160][110/500] eta: 0:00:25 time: 0.0665 data_time: 0.0022 memory: 1373 2022/11/01 15:24:21 - mmengine - INFO - Epoch(val) [160][115/500] eta: 0:00:25 time: 0.0665 data_time: 0.0020 memory: 1373 2022/11/01 15:24:21 - mmengine - INFO - Epoch(val) [160][120/500] eta: 0:00:25 time: 0.0681 data_time: 0.0020 memory: 1373 2022/11/01 15:24:22 - mmengine - INFO - Epoch(val) [160][125/500] eta: 0:00:25 time: 0.0655 data_time: 0.0020 memory: 1373 2022/11/01 15:24:22 - mmengine - INFO - Epoch(val) [160][130/500] eta: 0:00:23 time: 0.0635 data_time: 0.0020 memory: 1373 2022/11/01 15:24:22 - mmengine - INFO - Epoch(val) [160][135/500] eta: 0:00:23 time: 0.0648 data_time: 0.0021 memory: 1373 2022/11/01 15:24:23 - mmengine - INFO - Epoch(val) [160][140/500] eta: 0:00:24 time: 0.0677 data_time: 0.0021 memory: 1373 2022/11/01 15:24:23 - mmengine - INFO - Epoch(val) [160][145/500] eta: 0:00:24 time: 0.0691 data_time: 0.0020 memory: 1373 2022/11/01 15:24:23 - mmengine - INFO - Epoch(val) [160][150/500] eta: 0:00:24 time: 0.0706 data_time: 0.0020 memory: 1373 2022/11/01 15:24:24 - mmengine - INFO - Epoch(val) [160][155/500] eta: 0:00:24 time: 0.0767 data_time: 0.0021 memory: 1373 2022/11/01 15:24:24 - mmengine - INFO - Epoch(val) [160][160/500] eta: 0:00:25 time: 0.0752 data_time: 0.0022 memory: 1373 2022/11/01 15:24:24 - mmengine - INFO - Epoch(val) [160][165/500] eta: 0:00:25 time: 0.0738 data_time: 0.0022 memory: 1373 2022/11/01 15:24:25 - mmengine - INFO - Epoch(val) [160][170/500] eta: 0:00:24 time: 0.0751 data_time: 0.0020 memory: 1373 2022/11/01 15:24:25 - mmengine - INFO - Epoch(val) [160][175/500] eta: 0:00:24 time: 0.0670 data_time: 0.0020 memory: 1373 2022/11/01 15:24:25 - mmengine - INFO - Epoch(val) [160][180/500] eta: 0:00:21 time: 0.0659 data_time: 0.0021 memory: 1373 2022/11/01 15:24:26 - mmengine - INFO - Epoch(val) [160][185/500] eta: 0:00:21 time: 0.0707 data_time: 0.0022 memory: 1373 2022/11/01 15:24:26 - mmengine - INFO - Epoch(val) [160][190/500] eta: 0:00:22 time: 0.0715 data_time: 0.0020 memory: 1373 2022/11/01 15:24:26 - mmengine - INFO - Epoch(val) [160][195/500] eta: 0:00:22 time: 0.0678 data_time: 0.0021 memory: 1373 2022/11/01 15:24:27 - mmengine - INFO - Epoch(val) [160][200/500] eta: 0:00:24 time: 0.0800 data_time: 0.0024 memory: 1703 2022/11/01 15:24:27 - mmengine - INFO - Epoch(val) [160][205/500] eta: 0:00:24 time: 0.0783 data_time: 0.0023 memory: 1373 2022/11/01 15:24:28 - mmengine - INFO - Epoch(val) [160][210/500] eta: 0:00:18 time: 0.0626 data_time: 0.0021 memory: 1373 2022/11/01 15:24:28 - mmengine - INFO - Epoch(val) [160][215/500] eta: 0:00:18 time: 0.0677 data_time: 0.0020 memory: 1373 2022/11/01 15:24:28 - mmengine - INFO - Epoch(val) [160][220/500] eta: 0:00:19 time: 0.0688 data_time: 0.0021 memory: 1373 2022/11/01 15:24:29 - mmengine - INFO - Epoch(val) [160][225/500] eta: 0:00:19 time: 0.0727 data_time: 0.0023 memory: 1373 2022/11/01 15:24:29 - mmengine - INFO - Epoch(val) [160][230/500] eta: 0:00:19 time: 0.0708 data_time: 0.0021 memory: 1373 2022/11/01 15:24:29 - mmengine - INFO - Epoch(val) [160][235/500] eta: 0:00:19 time: 0.0658 data_time: 0.0025 memory: 1373 2022/11/01 15:24:30 - mmengine - INFO - Epoch(val) [160][240/500] eta: 0:00:17 time: 0.0689 data_time: 0.0025 memory: 1373 2022/11/01 15:24:30 - mmengine - INFO - Epoch(val) [160][245/500] eta: 0:00:17 time: 0.0654 data_time: 0.0020 memory: 1373 2022/11/01 15:24:30 - mmengine - INFO - Epoch(val) [160][250/500] eta: 0:00:17 time: 0.0688 data_time: 0.0020 memory: 1373 2022/11/01 15:24:31 - mmengine - INFO - Epoch(val) [160][255/500] eta: 0:00:17 time: 0.0683 data_time: 0.0021 memory: 1373 2022/11/01 15:24:31 - mmengine - INFO - Epoch(val) [160][260/500] eta: 0:00:15 time: 0.0648 data_time: 0.0022 memory: 1373 2022/11/01 15:24:31 - mmengine - INFO - Epoch(val) [160][265/500] eta: 0:00:15 time: 0.0664 data_time: 0.0021 memory: 1373 2022/11/01 15:24:32 - mmengine - INFO - Epoch(val) [160][270/500] eta: 0:00:15 time: 0.0653 data_time: 0.0021 memory: 1373 2022/11/01 15:24:32 - mmengine - INFO - Epoch(val) [160][275/500] eta: 0:00:15 time: 0.0639 data_time: 0.0023 memory: 1373 2022/11/01 15:24:32 - mmengine - INFO - Epoch(val) [160][280/500] eta: 0:00:14 time: 0.0666 data_time: 0.0022 memory: 1373 2022/11/01 15:24:33 - mmengine - INFO - Epoch(val) [160][285/500] eta: 0:00:14 time: 0.0691 data_time: 0.0025 memory: 1373 2022/11/01 15:24:33 - mmengine - INFO - Epoch(val) [160][290/500] eta: 0:00:15 time: 0.0719 data_time: 0.0028 memory: 1373 2022/11/01 15:24:33 - mmengine - INFO - Epoch(val) [160][295/500] eta: 0:00:15 time: 0.0730 data_time: 0.0025 memory: 1373 2022/11/01 15:24:34 - mmengine - INFO - Epoch(val) [160][300/500] eta: 0:00:13 time: 0.0692 data_time: 0.0023 memory: 1373 2022/11/01 15:24:34 - mmengine - INFO - Epoch(val) [160][305/500] eta: 0:00:13 time: 0.0670 data_time: 0.0021 memory: 1373 2022/11/01 15:24:34 - mmengine - INFO - Epoch(val) [160][310/500] eta: 0:00:12 time: 0.0665 data_time: 0.0021 memory: 1373 2022/11/01 15:24:35 - mmengine - INFO - Epoch(val) [160][315/500] eta: 0:00:12 time: 0.0708 data_time: 0.0021 memory: 1373 2022/11/01 15:24:35 - mmengine - INFO - Epoch(val) [160][320/500] eta: 0:00:12 time: 0.0691 data_time: 0.0021 memory: 1373 2022/11/01 15:24:36 - mmengine - INFO - Epoch(val) [160][325/500] eta: 0:00:12 time: 0.0911 data_time: 0.0020 memory: 1482 2022/11/01 15:24:36 - mmengine - INFO - Epoch(val) [160][330/500] eta: 0:00:15 time: 0.0922 data_time: 0.0021 memory: 1373 2022/11/01 15:24:36 - mmengine - INFO - Epoch(val) [160][335/500] eta: 0:00:15 time: 0.0638 data_time: 0.0021 memory: 1373 2022/11/01 15:24:37 - mmengine - INFO - Epoch(val) [160][340/500] eta: 0:00:13 time: 0.0819 data_time: 0.0021 memory: 1373 2022/11/01 15:24:37 - mmengine - INFO - Epoch(val) [160][345/500] eta: 0:00:13 time: 0.0926 data_time: 0.0088 memory: 1373 2022/11/01 15:24:38 - mmengine - INFO - Epoch(val) [160][350/500] eta: 0:00:13 time: 0.0872 data_time: 0.0090 memory: 1373 2022/11/01 15:24:38 - mmengine - INFO - Epoch(val) [160][355/500] eta: 0:00:13 time: 0.0807 data_time: 0.0029 memory: 1373 2022/11/01 15:24:38 - mmengine - INFO - Epoch(val) [160][360/500] eta: 0:00:09 time: 0.0712 data_time: 0.0029 memory: 1373 2022/11/01 15:24:39 - mmengine - INFO - Epoch(val) [160][365/500] eta: 0:00:09 time: 0.0746 data_time: 0.0030 memory: 1373 2022/11/01 15:24:39 - mmengine - INFO - Epoch(val) [160][370/500] eta: 0:00:09 time: 0.0700 data_time: 0.0029 memory: 1373 2022/11/01 15:24:39 - mmengine - INFO - Epoch(val) [160][375/500] eta: 0:00:09 time: 0.0683 data_time: 0.0027 memory: 1373 2022/11/01 15:24:40 - mmengine - INFO - Epoch(val) [160][380/500] eta: 0:00:09 time: 0.0803 data_time: 0.0032 memory: 1373 2022/11/01 15:24:40 - mmengine - INFO - Epoch(val) [160][385/500] eta: 0:00:09 time: 0.0806 data_time: 0.0033 memory: 1373 2022/11/01 15:24:41 - mmengine - INFO - Epoch(val) [160][390/500] eta: 0:00:07 time: 0.0703 data_time: 0.0026 memory: 1373 2022/11/01 15:24:41 - mmengine - INFO - Epoch(val) [160][395/500] eta: 0:00:07 time: 0.0665 data_time: 0.0021 memory: 1373 2022/11/01 15:24:41 - mmengine - INFO - Epoch(val) [160][400/500] eta: 0:00:06 time: 0.0657 data_time: 0.0022 memory: 1373 2022/11/01 15:24:42 - mmengine - INFO - Epoch(val) [160][405/500] eta: 0:00:06 time: 0.0677 data_time: 0.0022 memory: 1373 2022/11/01 15:24:42 - mmengine - INFO - Epoch(val) [160][410/500] eta: 0:00:06 time: 0.0726 data_time: 0.0021 memory: 1373 2022/11/01 15:24:42 - mmengine - INFO - Epoch(val) [160][415/500] eta: 0:00:06 time: 0.0723 data_time: 0.0023 memory: 1373 2022/11/01 15:24:43 - mmengine - INFO - Epoch(val) [160][420/500] eta: 0:00:05 time: 0.0649 data_time: 0.0024 memory: 1373 2022/11/01 15:24:43 - mmengine - INFO - Epoch(val) [160][425/500] eta: 0:00:05 time: 0.0661 data_time: 0.0024 memory: 1373 2022/11/01 15:24:43 - mmengine - INFO - Epoch(val) [160][430/500] eta: 0:00:04 time: 0.0701 data_time: 0.0027 memory: 1373 2022/11/01 15:24:44 - mmengine - INFO - Epoch(val) [160][435/500] eta: 0:00:04 time: 0.0691 data_time: 0.0027 memory: 1373 2022/11/01 15:24:44 - mmengine - INFO - Epoch(val) [160][440/500] eta: 0:00:04 time: 0.0737 data_time: 0.0029 memory: 1373 2022/11/01 15:24:44 - mmengine - INFO - Epoch(val) [160][445/500] eta: 0:00:04 time: 0.0802 data_time: 0.0035 memory: 1373 2022/11/01 15:24:45 - mmengine - INFO - Epoch(val) [160][450/500] eta: 0:00:04 time: 0.0887 data_time: 0.0043 memory: 1373 2022/11/01 15:24:45 - mmengine - INFO - Epoch(val) [160][455/500] eta: 0:00:04 time: 0.0868 data_time: 0.0038 memory: 1373 2022/11/01 15:24:46 - mmengine - INFO - Epoch(val) [160][460/500] eta: 0:00:02 time: 0.0704 data_time: 0.0030 memory: 1373 2022/11/01 15:24:46 - mmengine - INFO - Epoch(val) [160][465/500] eta: 0:00:02 time: 0.0643 data_time: 0.0027 memory: 1373 2022/11/01 15:24:46 - mmengine - INFO - Epoch(val) [160][470/500] eta: 0:00:02 time: 0.0700 data_time: 0.0025 memory: 1373 2022/11/01 15:24:47 - mmengine - INFO - Epoch(val) [160][475/500] eta: 0:00:02 time: 0.0693 data_time: 0.0027 memory: 1373 2022/11/01 15:24:47 - mmengine - INFO - Epoch(val) [160][480/500] eta: 0:00:01 time: 0.0667 data_time: 0.0026 memory: 1373 2022/11/01 15:24:47 - mmengine - INFO - Epoch(val) [160][485/500] eta: 0:00:01 time: 0.0719 data_time: 0.0081 memory: 1373 2022/11/01 15:24:48 - mmengine - INFO - Epoch(val) [160][490/500] eta: 0:00:00 time: 0.0748 data_time: 0.0081 memory: 1373 2022/11/01 15:24:48 - mmengine - INFO - Epoch(val) [160][495/500] eta: 0:00:00 time: 0.0752 data_time: 0.0024 memory: 1373 2022/11/01 15:24:48 - mmengine - INFO - Epoch(val) [160][500/500] eta: 0:00:00 time: 0.0701 data_time: 0.0022 memory: 1373 2022/11/01 15:24:48 - mmengine - INFO - Evaluating hmean-iou... 2022/11/01 15:24:49 - mmengine - INFO - prediction score threshold: 0.30, recall: 0.8772, precision: 0.7388, hmean: 0.8021 2022/11/01 15:24:49 - mmengine - INFO - prediction score threshold: 0.40, recall: 0.8671, precision: 0.7920, hmean: 0.8279 2022/11/01 15:24:49 - mmengine - INFO - prediction score threshold: 0.50, recall: 0.8546, precision: 0.8287, hmean: 0.8414 2022/11/01 15:24:49 - mmengine - INFO - prediction score threshold: 0.60, recall: 0.8339, precision: 0.8695, hmean: 0.8513 2022/11/01 15:24:49 - mmengine - INFO - prediction score threshold: 0.70, recall: 0.8089, precision: 0.8941, hmean: 0.8493 2022/11/01 15:24:49 - mmengine - INFO - prediction score threshold: 0.80, recall: 0.7800, precision: 0.9257, hmean: 0.8466 2022/11/01 15:24:49 - mmengine - INFO - prediction score threshold: 0.90, recall: 0.7150, precision: 0.9538, hmean: 0.8173 2022/11/01 15:24:49 - mmengine - INFO - Epoch(val) [160][500/500] icdar/precision: 0.8695 icdar/recall: 0.8339 icdar/hmean: 0.8513